signlang_test_1.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING (theano.sandbox.cuda): The cuda backend is deprecated and will be removed in the next release (v0.10).  Please switch to the gpuarray backend. You can get more information about how to switch at this URL:\n",
      " https://github.com/Theano/Theano/wiki/Converting-to-the-new-gpu-back-end%28gpuarray%29\n",
      "\n",
      "Using gpu device 0: GeForce GTX 850M (CNMeM is disabled, cuDNN 5110)\n",
      "WARNING (theano.sandbox.cuda): The cuda backend is deprecated and will be removed in the next release (v0.10).  Please switch to the gpuarray backend. You can get more information about how to switch at this URL:\n",
      " https://github.com/Theano/Theano/wiki/Converting-to-the-new-gpu-back-end%28gpuarray%29\n",
      "\n",
      "Using Theano backend.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1748 images belonging to 24 classes.\n"
     ]
    }
   ],
   "source": [
    "from theano.sandbox import cuda\n",
    "cuda.use('gpu0')\n",
    "path = \"data/sign_mix_expedition3/\"\n",
    "%matplotlib inline\n",
    "from __future__ import print_function, division\n",
    "import utils; reload(utils)\n",
    "from utils import *\n",
    "import cv2\n",
    "import os\n",
    "import time\n",
    "from skimage.transform import resize\n",
    "batch_size=32\n",
    "vgg = Vgg16()\n",
    "model=vgg.model\n",
    "last_conv_idx = [i for i,l in enumerate(model.layers) if type(l) is Convolution2D][-1]\n",
    "conv_layers = model.layers[:last_conv_idx+1]\n",
    "def get_bn_da_layers(p):\n",
    "    return [\n",
    "        MaxPooling2D(input_shape=conv_layers[-1].output_shape[1:]),\n",
    "        Flatten(),\n",
    "        Dropout(p),\n",
    "        Dense(256, activation='relu'),\n",
    "        BatchNormalization(),\n",
    "        Dropout(p),\n",
    "        Dense(256, activation='relu'),\n",
    "        BatchNormalization(),\n",
    "        Dropout(p),\n",
    "        Dense(24, activation='softmax')\n",
    "        ]\n",
    "p=0.8\n",
    "bn_fc_layers = get_bn_da_layers(p)\n",
    "hand_sign_model = Sequential(conv_layers + bn_fc_layers)\n",
    "hand_sign_model.compile(Adam(lr=0.0001), loss='categorical_crossentropy', metrics=['accuracy'])\n",
    "batches = get_batches(path+'train', batch_size=batch_size)\n",
    "hand_sign_model.load_weights(path+'models/da_conv8_1_at80.h5')\n",
    "final_labels = {}\n",
    "for x,y in batches.class_indices.items():\n",
    "    final_labels[y]=x\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0341633\n",
      "b 0.00264158\n",
      "c 0.1471\n",
      "d 0.0193105\n",
      "e 0.0139841\n",
      "f 0.0251589\n",
      "g 0.00602279\n",
      "h 0.00917796\n",
      "i 0.18866\n",
      "k 0.0019959\n",
      "l 0.0267834\n",
      "m 0.0131079\n",
      "n 0.012184\n",
      "o 0.0245394\n",
      "p 0.0841798\n",
      "q 0.237123\n",
      "r 0.00142381\n",
      "s 0.00536392\n",
      "t 0.00797522\n",
      "u 0.00061747\n",
      "v 0.000610458\n",
      "w 0.000603885\n",
      "x 0.0106905\n",
      "y 0.126582\n"
     ]
    }
   ],
   "source": [
    "test_batches = get_batches(path+'test', batch_size=batch_size, shuffle=False)\n",
    "preds = hand_sign_model.predict_generator(test_batches, test_batches.nb_sample)\n",
    "for i, x in enumerate(preds[0]):\n",
    "    print(final_labels[i], x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00176572\n",
      "b 0.000958934\n",
      "c 0.0501553\n",
      "d 0.0062199\n",
      "e 0.00420469\n",
      "f 0.0154681\n",
      "g 0.00298542\n",
      "h 0.000584209\n",
      "i 0.140004\n",
      "k 0.00676678\n",
      "l 0.0141956\n",
      "m 0.010227\n",
      "n 0.00654043\n",
      "o 0.0212328\n",
      "p 0.0923696\n",
      "q 0.0300741\n",
      "r 0.00247464\n",
      "s 0.00374921\n",
      "t 0.0061722\n",
      "u 0.00159894\n",
      "v 0.0128181\n",
      "w 0.0370258\n",
      "x 0.00977212\n",
      "y 0.522637\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00196674\n",
      "b 0.00150204\n",
      "c 0.13582\n",
      "d 0.00698841\n",
      "e 0.00524708\n",
      "f 0.0102451\n",
      "g 0.00656362\n",
      "h 0.000947609\n",
      "i 0.0829494\n",
      "k 0.0143176\n",
      "l 0.015175\n",
      "m 0.0128145\n",
      "n 0.00999903\n",
      "o 0.065937\n",
      "p 0.131452\n",
      "q 0.0402072\n",
      "r 0.00624547\n",
      "s 0.00545764\n",
      "t 0.00848172\n",
      "u 0.00424447\n",
      "v 0.0364271\n",
      "w 0.0670776\n",
      "x 0.0136188\n",
      "y 0.316315\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00149981\n",
      "b 0.000846971\n",
      "c 0.053498\n",
      "d 0.0141076\n",
      "e 0.0077091\n",
      "f 0.00919498\n",
      "g 0.00290351\n",
      "h 0.000308435\n",
      "i 0.199076\n",
      "k 0.0164754\n",
      "l 0.0152736\n",
      "m 0.0268512\n",
      "n 0.0199373\n",
      "o 0.0447538\n",
      "p 0.0657091\n",
      "q 0.020201\n",
      "r 0.0107124\n",
      "s 0.0089279\n",
      "t 0.0108475\n",
      "u 0.0060287\n",
      "v 0.0446538\n",
      "w 0.0642201\n",
      "x 0.0220943\n",
      "y 0.334169\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00122183\n",
      "b 0.000943072\n",
      "c 0.158534\n",
      "d 0.00838623\n",
      "e 0.00576896\n",
      "f 0.007633\n",
      "g 0.0049004\n",
      "h 0.00070384\n",
      "i 0.0949167\n",
      "k 0.0111891\n",
      "l 0.0164942\n",
      "m 0.0142278\n",
      "n 0.0100091\n",
      "o 0.0696711\n",
      "p 0.1523\n",
      "q 0.0480273\n",
      "r 0.00695688\n",
      "s 0.00582982\n",
      "t 0.00595636\n",
      "u 0.00435449\n",
      "v 0.0392139\n",
      "w 0.0502772\n",
      "x 0.014876\n",
      "y 0.267609\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00133368\n",
      "b 0.000879178\n",
      "c 0.0453476\n",
      "d 0.00815307\n",
      "e 0.00582507\n",
      "f 0.00727014\n",
      "g 0.00137936\n",
      "h 0.000158709\n",
      "i 0.290711\n",
      "k 0.0125536\n",
      "l 0.0059259\n",
      "m 0.0221893\n",
      "n 0.0136085\n",
      "o 0.0466872\n",
      "p 0.0641765\n",
      "q 0.02379\n",
      "r 0.0080139\n",
      "s 0.0115802\n",
      "t 0.00853203\n",
      "u 0.00470374\n",
      "v 0.0324754\n",
      "w 0.0616643\n",
      "x 0.0180959\n",
      "y 0.304946\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00249595\n",
      "b 0.000350874\n",
      "c 0.0857602\n",
      "d 0.000471185\n",
      "e 0.00282594\n",
      "f 0.00305898\n",
      "g 0.00276829\n",
      "h 0.000683171\n",
      "i 0.0229334\n",
      "k 0.00047345\n",
      "l 0.00430386\n",
      "m 0.0188139\n",
      "n 0.0084113\n",
      "o 0.0356686\n",
      "p 0.0634765\n",
      "q 0.0962699\n",
      "r 0.000231371\n",
      "s 0.00336557\n",
      "t 0.00595948\n",
      "u 0.000174665\n",
      "v 0.00149071\n",
      "w 0.00611746\n",
      "x 0.00168409\n",
      "y 0.632211\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00326624\n",
      "b 0.000451985\n",
      "c 0.167368\n",
      "d 0.00261685\n",
      "e 0.00875245\n",
      "f 0.0019564\n",
      "g 0.00292365\n",
      "h 0.000368295\n",
      "i 0.0231158\n",
      "k 0.000650629\n",
      "l 0.00236872\n",
      "m 0.0371996\n",
      "n 0.0184151\n",
      "o 0.124787\n",
      "p 0.0603464\n",
      "q 0.139906\n",
      "r 0.000868548\n",
      "s 0.00733653\n",
      "t 0.0117192\n",
      "u 0.000603541\n",
      "v 0.00427599\n",
      "w 0.0100686\n",
      "x 0.00386329\n",
      "y 0.366771\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00927888\n",
      "b 0.00056597\n",
      "c 0.0364805\n",
      "d 0.000958681\n",
      "e 0.0117206\n",
      "f 0.00188942\n",
      "g 0.00232329\n",
      "h 0.000891445\n",
      "i 0.028873\n",
      "k 0.000296329\n",
      "l 0.00237241\n",
      "m 0.120757\n",
      "n 0.0453813\n",
      "o 0.0320413\n",
      "p 0.0317504\n",
      "q 0.232789\n",
      "r 0.00040832\n",
      "s 0.0104965\n",
      "t 0.0175514\n",
      "u 0.000453926\n",
      "v 0.00107926\n",
      "w 0.00277782\n",
      "x 0.00129126\n",
      "y 0.407572\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0104644\n",
      "b 0.000740517\n",
      "c 0.0371401\n",
      "d 0.000670718\n",
      "e 0.00509465\n",
      "f 0.00210709\n",
      "g 0.00661977\n",
      "h 0.00258463\n",
      "i 0.0112744\n",
      "k 0.000459102\n",
      "l 0.00382153\n",
      "m 0.0574433\n",
      "n 0.0366704\n",
      "o 0.0191938\n",
      "p 0.0868877\n",
      "q 0.377488\n",
      "r 0.000402936\n",
      "s 0.0054375\n",
      "t 0.0183988\n",
      "u 0.000424501\n",
      "v 0.00086687\n",
      "w 0.00266329\n",
      "x 0.00195095\n",
      "y 0.311195\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00887727\n",
      "b 0.000554697\n",
      "c 0.0412311\n",
      "d 0.000781029\n",
      "e 0.00642472\n",
      "f 0.00244784\n",
      "g 0.00529847\n",
      "h 0.00170473\n",
      "i 0.0167704\n",
      "k 0.000408721\n",
      "l 0.00488068\n",
      "m 0.0803046\n",
      "n 0.0389471\n",
      "o 0.0181384\n",
      "p 0.037139\n",
      "q 0.247013\n",
      "r 0.00034272\n",
      "s 0.00402969\n",
      "t 0.0142862\n",
      "u 0.000326976\n",
      "v 0.000940485\n",
      "w 0.00270121\n",
      "x 0.0011697\n",
      "y 0.465281\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00778366\n",
      "b 0.000470143\n",
      "c 0.020313\n",
      "d 0.000538287\n",
      "e 0.00529698\n",
      "f 0.00188101\n",
      "g 0.00292222\n",
      "h 0.000676616\n",
      "i 0.019143\n",
      "k 0.000336324\n",
      "l 0.0021067\n",
      "m 0.106724\n",
      "n 0.053362\n",
      "o 0.0185738\n",
      "p 0.0463098\n",
      "q 0.221637\n",
      "r 0.000301065\n",
      "s 0.00531576\n",
      "t 0.0200666\n",
      "u 0.000275143\n",
      "v 0.000802274\n",
      "w 0.00323709\n",
      "x 0.00152004\n",
      "y 0.460407\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0089915\n",
      "b 0.000241214\n",
      "c 0.032599\n",
      "d 0.000346229\n",
      "e 0.0029618\n",
      "f 0.000720199\n",
      "g 0.00293975\n",
      "h 0.000761551\n",
      "i 0.0230711\n",
      "k 0.000226416\n",
      "l 0.00191831\n",
      "m 0.0565181\n",
      "n 0.0291604\n",
      "o 0.0348064\n",
      "p 0.0540583\n",
      "q 0.341246\n",
      "r 0.000163469\n",
      "s 0.00799623\n",
      "t 0.0154132\n",
      "u 0.000178532\n",
      "v 0.00048417\n",
      "w 0.00159143\n",
      "x 0.00154195\n",
      "y 0.382065\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0147336\n",
      "b 0.000224239\n",
      "c 0.0440978\n",
      "d 0.00067158\n",
      "e 0.00748969\n",
      "f 0.000655987\n",
      "g 0.00370556\n",
      "h 0.00100939\n",
      "i 0.0187649\n",
      "k 0.000286648\n",
      "l 0.0041644\n",
      "m 0.0881513\n",
      "n 0.0490232\n",
      "o 0.033115\n",
      "p 0.0337822\n",
      "q 0.296285\n",
      "r 0.000265445\n",
      "s 0.00997141\n",
      "t 0.023019\n",
      "u 0.000273527\n",
      "v 0.000563122\n",
      "w 0.000949312\n",
      "x 0.00146984\n",
      "y 0.367328\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0136288\n",
      "b 0.000167324\n",
      "c 0.0210234\n",
      "d 0.000714785\n",
      "e 0.00671817\n",
      "f 0.000725912\n",
      "g 0.00323411\n",
      "h 0.000595538\n",
      "i 0.0163453\n",
      "k 0.000318905\n",
      "l 0.00541353\n",
      "m 0.096452\n",
      "n 0.0588219\n",
      "o 0.0184481\n",
      "p 0.0216181\n",
      "q 0.134332\n",
      "r 0.000208068\n",
      "s 0.00610971\n",
      "t 0.02822\n",
      "u 0.00021025\n",
      "v 0.000666041\n",
      "w 0.00148204\n",
      "x 0.00110497\n",
      "y 0.563441\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00934295\n",
      "b 0.000204473\n",
      "c 0.034259\n",
      "d 0.000497692\n",
      "e 0.00451704\n",
      "f 0.000971506\n",
      "g 0.00211415\n",
      "h 0.000417955\n",
      "i 0.0180303\n",
      "k 0.000229712\n",
      "l 0.00324311\n",
      "m 0.0626182\n",
      "n 0.0314405\n",
      "o 0.0250475\n",
      "p 0.0294163\n",
      "q 0.197822\n",
      "r 0.000154412\n",
      "s 0.00510039\n",
      "t 0.0179057\n",
      "u 0.00014084\n",
      "v 0.000518971\n",
      "w 0.0015996\n",
      "x 0.00101407\n",
      "y 0.553394\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00675208\n",
      "b 0.000415578\n",
      "c 0.0278626\n",
      "d 0.000644399\n",
      "e 0.00587469\n",
      "f 0.00181437\n",
      "g 0.00159785\n",
      "h 0.000424547\n",
      "i 0.028032\n",
      "k 0.000357255\n",
      "l 0.0025449\n",
      "m 0.0897921\n",
      "n 0.0368534\n",
      "o 0.0216885\n",
      "p 0.0429679\n",
      "q 0.285178\n",
      "r 0.000315568\n",
      "s 0.00617495\n",
      "t 0.0150381\n",
      "u 0.00028919\n",
      "v 0.00076238\n",
      "w 0.00227599\n",
      "x 0.00118945\n",
      "y 0.421154\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00367181\n",
      "b 0.000212155\n",
      "c 0.042371\n",
      "d 0.000498769\n",
      "e 0.00254366\n",
      "f 0.000993077\n",
      "g 0.00156971\n",
      "h 0.000264846\n",
      "i 0.0442313\n",
      "k 0.000422004\n",
      "l 0.00224088\n",
      "m 0.0486324\n",
      "n 0.0214859\n",
      "o 0.0374155\n",
      "p 0.0426299\n",
      "q 0.21052\n",
      "r 0.000292458\n",
      "s 0.00560043\n",
      "t 0.00940264\n",
      "u 0.0002271\n",
      "v 0.00103883\n",
      "w 0.00335397\n",
      "x 0.00179248\n",
      "y 0.518589\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00363991\n",
      "b 0.000198137\n",
      "c 0.05225\n",
      "d 0.000774305\n",
      "e 0.00288369\n",
      "f 0.00122386\n",
      "g 0.00134819\n",
      "h 0.000282873\n",
      "i 0.0239237\n",
      "k 0.000305274\n",
      "l 0.0050803\n",
      "m 0.035638\n",
      "n 0.0157864\n",
      "o 0.0197413\n",
      "p 0.0287572\n",
      "q 0.204175\n",
      "r 0.000247142\n",
      "s 0.00281666\n",
      "t 0.00693464\n",
      "u 0.000228479\n",
      "v 0.0012423\n",
      "w 0.00316855\n",
      "x 0.00104295\n",
      "y 0.588312\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00477223\n",
      "b 0.00042962\n",
      "c 0.124101\n",
      "d 0.0005477\n",
      "e 0.00203112\n",
      "f 0.00209852\n",
      "g 0.00289608\n",
      "h 0.000779786\n",
      "i 0.0190934\n",
      "k 0.00046436\n",
      "l 0.00662754\n",
      "m 0.0178598\n",
      "n 0.00903297\n",
      "o 0.0341148\n",
      "p 0.0578473\n",
      "q 0.240559\n",
      "r 0.000224979\n",
      "s 0.00267515\n",
      "t 0.00631661\n",
      "u 0.000221368\n",
      "v 0.00117683\n",
      "w 0.00371443\n",
      "x 0.00116511\n",
      "y 0.46125\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00377571\n",
      "b 0.000571313\n",
      "c 0.184458\n",
      "d 0.000739277\n",
      "e 0.00228488\n",
      "f 0.00294397\n",
      "g 0.00355339\n",
      "h 0.00131768\n",
      "i 0.0158587\n",
      "k 0.000548291\n",
      "l 0.00794132\n",
      "m 0.0138201\n",
      "n 0.00716711\n",
      "o 0.0245766\n",
      "p 0.0571445\n",
      "q 0.273774\n",
      "r 0.000365885\n",
      "s 0.00220466\n",
      "t 0.00443839\n",
      "u 0.000344835\n",
      "v 0.00163833\n",
      "w 0.00390325\n",
      "x 0.00138476\n",
      "y 0.385245\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00763642\n",
      "b 0.00030236\n",
      "c 0.0741804\n",
      "d 0.000579774\n",
      "e 0.00164255\n",
      "f 0.00100703\n",
      "g 0.00247095\n",
      "h 0.000753653\n",
      "i 0.011426\n",
      "k 0.000499955\n",
      "l 0.00870621\n",
      "m 0.0131807\n",
      "n 0.00907372\n",
      "o 0.0186133\n",
      "p 0.0499419\n",
      "q 0.292528\n",
      "r 0.00022867\n",
      "s 0.00251463\n",
      "t 0.00902358\n",
      "u 0.000295595\n",
      "v 0.00130234\n",
      "w 0.00320569\n",
      "x 0.00109186\n",
      "y 0.489794\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0177352\n",
      "b 0.000539382\n",
      "c 0.0862765\n",
      "d 0.000513321\n",
      "e 0.00246607\n",
      "f 0.000629181\n",
      "g 0.00953446\n",
      "h 0.00199468\n",
      "i 0.0134313\n",
      "k 0.000512729\n",
      "l 0.00263575\n",
      "m 0.0452259\n",
      "n 0.0392321\n",
      "o 0.104635\n",
      "p 0.0645183\n",
      "q 0.394214\n",
      "r 0.000340515\n",
      "s 0.01228\n",
      "t 0.0272312\n",
      "u 0.000452939\n",
      "v 0.000884417\n",
      "w 0.00247747\n",
      "x 0.00285565\n",
      "y 0.169385\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00950335\n",
      "b 0.000661969\n",
      "c 0.16204\n",
      "d 0.0018264\n",
      "e 0.00352547\n",
      "f 0.00210758\n",
      "g 0.00867338\n",
      "h 0.00110435\n",
      "i 0.0216697\n",
      "k 0.0019972\n",
      "l 0.0139554\n",
      "m 0.0258333\n",
      "n 0.0222148\n",
      "o 0.062827\n",
      "p 0.0377633\n",
      "q 0.103801\n",
      "r 0.000873978\n",
      "s 0.00520015\n",
      "t 0.0179895\n",
      "u 0.000958807\n",
      "v 0.00566058\n",
      "w 0.011656\n",
      "x 0.00318015\n",
      "y 0.474977\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0102743\n",
      "b 0.00129205\n",
      "c 0.156609\n",
      "d 0.00249327\n",
      "e 0.00405789\n",
      "f 0.00390199\n",
      "g 0.00848942\n",
      "h 0.00132672\n",
      "i 0.0273516\n",
      "k 0.00254025\n",
      "l 0.0128159\n",
      "m 0.035846\n",
      "n 0.0310184\n",
      "o 0.063848\n",
      "p 0.0493639\n",
      "q 0.124785\n",
      "r 0.00140985\n",
      "s 0.00689485\n",
      "t 0.0208993\n",
      "u 0.00165821\n",
      "v 0.00710345\n",
      "w 0.0159523\n",
      "x 0.00511348\n",
      "y 0.404955\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00944058\n",
      "b 0.000783383\n",
      "c 0.135906\n",
      "d 0.00154545\n",
      "e 0.00366573\n",
      "f 0.00167802\n",
      "g 0.0108739\n",
      "h 0.00149067\n",
      "i 0.0204659\n",
      "k 0.0017866\n",
      "l 0.00601735\n",
      "m 0.0353875\n",
      "n 0.0307985\n",
      "o 0.0902559\n",
      "p 0.0679601\n",
      "q 0.163227\n",
      "r 0.00111354\n",
      "s 0.00893725\n",
      "t 0.0219115\n",
      "u 0.00126357\n",
      "v 0.00571854\n",
      "w 0.0131642\n",
      "x 0.00552517\n",
      "y 0.361084\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.00774018\n",
      "b 0.000480527\n",
      "c 0.251076\n",
      "d 0.0018533\n",
      "e 0.00436584\n",
      "f 0.00107301\n",
      "g 0.00875492\n",
      "h 0.000941321\n",
      "i 0.0326529\n",
      "k 0.00208118\n",
      "l 0.00673745\n",
      "m 0.0327339\n",
      "n 0.0289878\n",
      "o 0.193928\n",
      "p 0.0563043\n",
      "q 0.118648\n",
      "r 0.00137423\n",
      "s 0.0161572\n",
      "t 0.0186779\n",
      "u 0.00117676\n",
      "v 0.00416353\n",
      "w 0.00556107\n",
      "x 0.00826243\n",
      "y 0.196268\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00852972\n",
      "b 0.000521462\n",
      "c 0.243647\n",
      "d 0.00138496\n",
      "e 0.00454113\n",
      "f 0.00158658\n",
      "g 0.00547261\n",
      "h 0.00103147\n",
      "i 0.0314088\n",
      "k 0.00155237\n",
      "l 0.00879573\n",
      "m 0.023428\n",
      "n 0.0188309\n",
      "o 0.107684\n",
      "p 0.0634782\n",
      "q 0.136356\n",
      "r 0.000898316\n",
      "s 0.0118573\n",
      "t 0.0163986\n",
      "u 0.000779908\n",
      "v 0.00288799\n",
      "w 0.00456137\n",
      "x 0.00557243\n",
      "y 0.298795\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00762024\n",
      "b 0.000555111\n",
      "c 0.2929\n",
      "d 0.00126266\n",
      "e 0.00362759\n",
      "f 0.000854187\n",
      "g 0.00838704\n",
      "h 0.00159219\n",
      "i 0.011556\n",
      "k 0.0010177\n",
      "l 0.00595244\n",
      "m 0.0286769\n",
      "n 0.0237844\n",
      "o 0.141452\n",
      "p 0.0533924\n",
      "q 0.250358\n",
      "r 0.000950495\n",
      "s 0.00871088\n",
      "t 0.0137128\n",
      "u 0.00103424\n",
      "v 0.00283505\n",
      "w 0.00346969\n",
      "x 0.00364075\n",
      "y 0.132657\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0182436\n",
      "b 0.00145993\n",
      "c 0.25919\n",
      "d 0.00142545\n",
      "e 0.00539078\n",
      "f 0.00264906\n",
      "g 0.00846766\n",
      "h 0.00306174\n",
      "i 0.0222498\n",
      "k 0.00138624\n",
      "l 0.010624\n",
      "m 0.0277811\n",
      "n 0.0217498\n",
      "o 0.0838363\n",
      "p 0.0556355\n",
      "q 0.243877\n",
      "r 0.000911889\n",
      "s 0.0111779\n",
      "t 0.0183849\n",
      "u 0.0011189\n",
      "v 0.00189147\n",
      "w 0.00313031\n",
      "x 0.00352199\n",
      "y 0.192834\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0127473\n",
      "b 0.000469926\n",
      "c 0.0425662\n",
      "d 0.00151838\n",
      "e 0.00684911\n",
      "f 0.00114959\n",
      "g 0.00308585\n",
      "h 0.000579939\n",
      "i 0.0453185\n",
      "k 0.00123572\n",
      "l 0.00386439\n",
      "m 0.106974\n",
      "n 0.0760293\n",
      "o 0.0645282\n",
      "p 0.0426262\n",
      "q 0.182442\n",
      "r 0.00106905\n",
      "s 0.0206503\n",
      "t 0.0390032\n",
      "u 0.00105394\n",
      "v 0.00238819\n",
      "w 0.00482657\n",
      "x 0.00504522\n",
      "y 0.33398\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0148025\n",
      "b 0.00018863\n",
      "c 0.0571988\n",
      "d 0.00114337\n",
      "e 0.00246431\n",
      "f 0.000439677\n",
      "g 0.00717759\n",
      "h 0.000799163\n",
      "i 0.0201047\n",
      "k 0.00107551\n",
      "l 0.00872302\n",
      "m 0.0355373\n",
      "n 0.0361217\n",
      "o 0.0547349\n",
      "p 0.0160874\n",
      "q 0.0923852\n",
      "r 0.00048533\n",
      "s 0.00872834\n",
      "t 0.0302614\n",
      "u 0.000619514\n",
      "v 0.00341862\n",
      "w 0.00747985\n",
      "x 0.00295178\n",
      "y 0.597071\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00887795\n",
      "b 0.000279729\n",
      "c 0.0260869\n",
      "d 0.0013862\n",
      "e 0.00695704\n",
      "f 0.000595734\n",
      "g 0.00171733\n",
      "h 0.00018187\n",
      "i 0.0449646\n",
      "k 0.000645538\n",
      "l 0.00183933\n",
      "m 0.216163\n",
      "n 0.126106\n",
      "o 0.0837562\n",
      "p 0.016703\n",
      "q 0.0970382\n",
      "r 0.000716204\n",
      "s 0.0211519\n",
      "t 0.0380035\n",
      "u 0.000880368\n",
      "v 0.00286975\n",
      "w 0.00631026\n",
      "x 0.00418656\n",
      "y 0.292583\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00523284\n",
      "b 0.000964227\n",
      "c 0.117542\n",
      "d 0.00104862\n",
      "e 0.00315234\n",
      "f 0.00218087\n",
      "g 0.00444659\n",
      "h 0.00110121\n",
      "i 0.0174416\n",
      "k 0.00124451\n",
      "l 0.00628413\n",
      "m 0.0367937\n",
      "n 0.0222345\n",
      "o 0.0472019\n",
      "p 0.078101\n",
      "q 0.343062\n",
      "r 0.000771181\n",
      "s 0.00434673\n",
      "t 0.0100277\n",
      "u 0.000945186\n",
      "v 0.00394668\n",
      "w 0.00955986\n",
      "x 0.00242211\n",
      "y 0.279949\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00773908\n",
      "b 0.000409887\n",
      "c 0.0868507\n",
      "d 0.000417534\n",
      "e 0.00180469\n",
      "f 0.00150888\n",
      "g 0.00243615\n",
      "h 0.000906328\n",
      "i 0.015842\n",
      "k 0.000574801\n",
      "l 0.00943724\n",
      "m 0.0141581\n",
      "n 0.00807259\n",
      "o 0.0178352\n",
      "p 0.0303796\n",
      "q 0.213165\n",
      "r 0.000198519\n",
      "s 0.00290849\n",
      "t 0.0073754\n",
      "u 0.000278527\n",
      "v 0.00129376\n",
      "w 0.00344154\n",
      "x 0.000816016\n",
      "y 0.572151\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00717264\n",
      "b 0.000396902\n",
      "c 0.0799486\n",
      "d 0.00059413\n",
      "e 0.00513467\n",
      "f 0.000817\n",
      "g 0.00421053\n",
      "h 0.00110687\n",
      "i 0.0244473\n",
      "k 0.000381352\n",
      "l 0.00193368\n",
      "m 0.0899179\n",
      "n 0.0416155\n",
      "o 0.0635544\n",
      "p 0.0387569\n",
      "q 0.367222\n",
      "r 0.000447132\n",
      "s 0.012083\n",
      "t 0.012364\n",
      "u 0.000421896\n",
      "v 0.000873646\n",
      "w 0.0018951\n",
      "x 0.00232932\n",
      "y 0.242376\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00328192\n",
      "b 0.000276684\n",
      "c 0.0527586\n",
      "d 0.00144688\n",
      "e 0.00690398\n",
      "f 0.00157252\n",
      "g 0.00396742\n",
      "h 0.00064519\n",
      "i 0.0530413\n",
      "k 0.000814653\n",
      "l 0.00360356\n",
      "m 0.143317\n",
      "n 0.0641569\n",
      "o 0.0526281\n",
      "p 0.0338447\n",
      "q 0.168186\n",
      "r 0.000731707\n",
      "s 0.00901622\n",
      "t 0.0118003\n",
      "u 0.000477295\n",
      "v 0.00197395\n",
      "w 0.00435847\n",
      "x 0.00320729\n",
      "y 0.377989\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00363078\n",
      "b 0.000412661\n",
      "c 0.264047\n",
      "d 0.000628982\n",
      "e 0.00354204\n",
      "f 0.000647824\n",
      "g 0.0121846\n",
      "h 0.00410195\n",
      "i 0.00462362\n",
      "k 0.000460054\n",
      "l 0.00285681\n",
      "m 0.0227807\n",
      "n 0.0141009\n",
      "o 0.08004\n",
      "p 0.06002\n",
      "q 0.427978\n",
      "r 0.000579672\n",
      "s 0.00392563\n",
      "t 0.00521806\n",
      "u 0.000457904\n",
      "v 0.00124752\n",
      "w 0.00167802\n",
      "x 0.00172408\n",
      "y 0.0831132\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0167461\n",
      "b 0.000367305\n",
      "c 0.175623\n",
      "d 0.00143341\n",
      "e 0.00405745\n",
      "f 0.00177226\n",
      "g 0.0112352\n",
      "h 0.00400711\n",
      "i 0.0103571\n",
      "k 0.00138141\n",
      "l 0.0570454\n",
      "m 0.0164017\n",
      "n 0.0141101\n",
      "o 0.0261766\n",
      "p 0.0138609\n",
      "q 0.107403\n",
      "r 0.000323618\n",
      "s 0.00221166\n",
      "t 0.0127414\n",
      "u 0.000412467\n",
      "v 0.00206798\n",
      "w 0.00277368\n",
      "x 0.000893156\n",
      "y 0.516598\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0171525\n",
      "b 0.00109131\n",
      "c 0.213851\n",
      "d 0.00104488\n",
      "e 0.00371066\n",
      "f 0.0028191\n",
      "g 0.0216292\n",
      "h 0.00648544\n",
      "i 0.00755298\n",
      "k 0.00281773\n",
      "l 0.0356612\n",
      "m 0.0161952\n",
      "n 0.0159736\n",
      "o 0.0381425\n",
      "p 0.0310298\n",
      "q 0.130884\n",
      "r 0.000582463\n",
      "s 0.00302487\n",
      "t 0.0164476\n",
      "u 0.000785998\n",
      "v 0.00418414\n",
      "w 0.00852037\n",
      "x 0.00164057\n",
      "y 0.418773\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.012372\n",
      "b 0.000966392\n",
      "c 0.159019\n",
      "d 0.00201025\n",
      "e 0.00323241\n",
      "f 0.00335606\n",
      "g 0.0125477\n",
      "h 0.00550983\n",
      "i 0.014278\n",
      "k 0.00472362\n",
      "l 0.066557\n",
      "m 0.0115144\n",
      "n 0.00975226\n",
      "o 0.020151\n",
      "p 0.0201762\n",
      "q 0.114866\n",
      "r 0.000800562\n",
      "s 0.0017154\n",
      "t 0.00936926\n",
      "u 0.00122574\n",
      "v 0.00706188\n",
      "w 0.0109801\n",
      "x 0.00115911\n",
      "y 0.506656\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0105748\n",
      "b 0.00022103\n",
      "c 0.410084\n",
      "d 0.00272553\n",
      "e 0.00210652\n",
      "f 0.000955457\n",
      "g 0.00987289\n",
      "h 0.00218385\n",
      "i 0.00209872\n",
      "k 0.000994471\n",
      "l 0.0766255\n",
      "m 0.00217424\n",
      "n 0.00316665\n",
      "o 0.0127581\n",
      "p 0.0139841\n",
      "q 0.126708\n",
      "r 0.000363209\n",
      "s 0.00056375\n",
      "t 0.00618426\n",
      "u 0.000352697\n",
      "v 0.0023402\n",
      "w 0.00204666\n",
      "x 0.0008106\n",
      "y 0.310104\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.014536\n",
      "b 0.000633254\n",
      "c 0.546622\n",
      "d 0.00437082\n",
      "e 0.00272455\n",
      "f 0.00321813\n",
      "g 0.0138536\n",
      "h 0.0132842\n",
      "i 0.00295551\n",
      "k 0.00101897\n",
      "l 0.0852999\n",
      "m 0.00115999\n",
      "n 0.00167961\n",
      "o 0.012937\n",
      "p 0.0192523\n",
      "q 0.130682\n",
      "r 0.000429502\n",
      "s 0.000676366\n",
      "t 0.00468268\n",
      "u 0.000429547\n",
      "v 0.00107058\n",
      "w 0.00108474\n",
      "x 0.00118815\n",
      "y 0.136211\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00375959\n",
      "b 0.000409425\n",
      "c 0.420075\n",
      "d 0.00200624\n",
      "e 0.00108992\n",
      "f 0.00396497\n",
      "g 0.00886955\n",
      "h 0.00244429\n",
      "i 0.00378042\n",
      "k 0.00127883\n",
      "l 0.0560995\n",
      "m 0.000915383\n",
      "n 0.00115024\n",
      "o 0.00894677\n",
      "p 0.0495415\n",
      "q 0.0945993\n",
      "r 0.000389037\n",
      "s 0.000359581\n",
      "t 0.00276426\n",
      "u 0.000265856\n",
      "v 0.00207201\n",
      "w 0.00353192\n",
      "x 0.00164059\n",
      "y 0.330046\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.013759\n",
      "b 0.00148742\n",
      "c 0.428536\n",
      "d 0.00237192\n",
      "e 0.00233649\n",
      "f 0.00523397\n",
      "g 0.00925954\n",
      "h 0.00501987\n",
      "i 0.00517453\n",
      "k 0.00176716\n",
      "l 0.0468698\n",
      "m 0.00288543\n",
      "n 0.0037473\n",
      "o 0.0163376\n",
      "p 0.0511413\n",
      "q 0.183719\n",
      "r 0.000713769\n",
      "s 0.00137093\n",
      "t 0.00796383\n",
      "u 0.000822358\n",
      "v 0.00230306\n",
      "w 0.00339331\n",
      "x 0.00223788\n",
      "y 0.201549\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0158121\n",
      "b 0.00145999\n",
      "c 0.246913\n",
      "d 0.00454005\n",
      "e 0.00846027\n",
      "f 0.00525133\n",
      "g 0.00496148\n",
      "h 0.0013725\n",
      "i 0.0233343\n",
      "k 0.00144705\n",
      "l 0.0180893\n",
      "m 0.0243962\n",
      "n 0.0192621\n",
      "o 0.0397104\n",
      "p 0.0467113\n",
      "q 0.198086\n",
      "r 0.00119177\n",
      "s 0.00610379\n",
      "t 0.017256\n",
      "u 0.00128467\n",
      "v 0.00302022\n",
      "w 0.00441303\n",
      "x 0.00399128\n",
      "y 0.302932\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0128229\n",
      "b 0.001581\n",
      "c 0.094394\n",
      "d 0.00281035\n",
      "e 0.0115101\n",
      "f 0.0108269\n",
      "g 0.0050699\n",
      "h 0.00132452\n",
      "i 0.0536325\n",
      "k 0.00156192\n",
      "l 0.0110502\n",
      "m 0.0520237\n",
      "n 0.0359809\n",
      "o 0.0256326\n",
      "p 0.048161\n",
      "q 0.119996\n",
      "r 0.00109182\n",
      "s 0.00981171\n",
      "t 0.0234443\n",
      "u 0.000863521\n",
      "v 0.00204222\n",
      "w 0.00461879\n",
      "x 0.00544193\n",
      "y 0.464307\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00942846\n",
      "b 0.000649979\n",
      "c 0.17544\n",
      "d 0.00169517\n",
      "e 0.00504387\n",
      "f 0.00507966\n",
      "g 0.00335226\n",
      "h 0.00111355\n",
      "i 0.021582\n",
      "k 0.00107379\n",
      "l 0.0262864\n",
      "m 0.017285\n",
      "n 0.0120971\n",
      "o 0.0238046\n",
      "p 0.0239991\n",
      "q 0.0704549\n",
      "r 0.000488795\n",
      "s 0.00440657\n",
      "t 0.0117389\n",
      "u 0.000526278\n",
      "v 0.00244911\n",
      "w 0.00435691\n",
      "x 0.00214878\n",
      "y 0.575499\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.01022\n",
      "b 0.000981371\n",
      "c 0.307376\n",
      "d 0.00428814\n",
      "e 0.00692406\n",
      "f 0.00269595\n",
      "g 0.00761784\n",
      "h 0.00158523\n",
      "i 0.0134862\n",
      "k 0.00157595\n",
      "l 0.0149851\n",
      "m 0.0264725\n",
      "n 0.0234948\n",
      "o 0.0740872\n",
      "p 0.0511554\n",
      "q 0.214366\n",
      "r 0.00155507\n",
      "s 0.00643083\n",
      "t 0.0162273\n",
      "u 0.00157047\n",
      "v 0.00447705\n",
      "w 0.00512194\n",
      "x 0.00436736\n",
      "y 0.198938\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0116992\n",
      "b 0.000430226\n",
      "c 0.275329\n",
      "d 0.00244813\n",
      "e 0.0055084\n",
      "f 0.00154873\n",
      "g 0.0105698\n",
      "h 0.00204292\n",
      "i 0.0130597\n",
      "k 0.0015006\n",
      "l 0.0187738\n",
      "m 0.0192504\n",
      "n 0.0204713\n",
      "o 0.0676969\n",
      "p 0.0451232\n",
      "q 0.166997\n",
      "r 0.000965693\n",
      "s 0.00747942\n",
      "t 0.0195025\n",
      "u 0.000809489\n",
      "v 0.00283871\n",
      "w 0.00323397\n",
      "x 0.00455305\n",
      "y 0.298167\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0170855\n",
      "b 0.000483872\n",
      "c 0.175872\n",
      "d 0.00153749\n",
      "e 0.00527287\n",
      "f 0.00265351\n",
      "g 0.00819337\n",
      "h 0.00299356\n",
      "i 0.0109168\n",
      "k 0.000628022\n",
      "l 0.0248288\n",
      "m 0.0186655\n",
      "n 0.0161129\n",
      "o 0.0251738\n",
      "p 0.0208211\n",
      "q 0.12512\n",
      "r 0.000343628\n",
      "s 0.00376595\n",
      "t 0.0160495\n",
      "u 0.000395275\n",
      "v 0.00141457\n",
      "w 0.00230764\n",
      "x 0.00166424\n",
      "y 0.517701\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.0332099\n",
      "b 0.000410698\n",
      "c 0.0674513\n",
      "d 0.00202919\n",
      "e 0.00568357\n",
      "f 0.00244564\n",
      "g 0.00425093\n",
      "h 0.00102606\n",
      "i 0.0379322\n",
      "k 0.000890689\n",
      "l 0.0156395\n",
      "m 0.0214034\n",
      "n 0.0220749\n",
      "o 0.0221849\n",
      "p 0.0157634\n",
      "q 0.0634203\n",
      "r 0.00033172\n",
      "s 0.0104545\n",
      "t 0.0353265\n",
      "u 0.000344618\n",
      "v 0.000887613\n",
      "w 0.00192969\n",
      "x 0.00350343\n",
      "y 0.631405\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0140441\n",
      "b 0.000476992\n",
      "c 0.147395\n",
      "d 0.00405888\n",
      "e 0.00578449\n",
      "f 0.00182719\n",
      "g 0.00582393\n",
      "h 0.000633805\n",
      "i 0.0323286\n",
      "k 0.00195494\n",
      "l 0.0171219\n",
      "m 0.0385496\n",
      "n 0.0362022\n",
      "o 0.065297\n",
      "p 0.0209075\n",
      "q 0.0869141\n",
      "r 0.00116323\n",
      "s 0.00956388\n",
      "t 0.027482\n",
      "u 0.00118335\n",
      "v 0.00533578\n",
      "w 0.00782993\n",
      "x 0.00495772\n",
      "y 0.463164\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.015008\n",
      "b 0.000523859\n",
      "c 0.186174\n",
      "d 0.00102069\n",
      "e 0.00739859\n",
      "f 0.00260692\n",
      "g 0.0136375\n",
      "h 0.00347947\n",
      "i 0.0113225\n",
      "k 0.000489318\n",
      "l 0.00827751\n",
      "m 0.0293992\n",
      "n 0.0229172\n",
      "o 0.0422712\n",
      "p 0.0335703\n",
      "q 0.142764\n",
      "r 0.000366312\n",
      "s 0.00716111\n",
      "t 0.0198484\n",
      "u 0.000279017\n",
      "v 0.000837853\n",
      "w 0.00175292\n",
      "x 0.00272032\n",
      "y 0.446173\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0171986\n",
      "b 0.000781028\n",
      "c 0.113709\n",
      "d 0.00656746\n",
      "e 0.00908786\n",
      "f 0.00324179\n",
      "g 0.00806313\n",
      "h 0.00160091\n",
      "i 0.0427299\n",
      "k 0.00349617\n",
      "l 0.0185501\n",
      "m 0.0366375\n",
      "n 0.03953\n",
      "o 0.0480406\n",
      "p 0.0378841\n",
      "q 0.116339\n",
      "r 0.00245525\n",
      "s 0.0142397\n",
      "t 0.037124\n",
      "u 0.0020855\n",
      "v 0.00528486\n",
      "w 0.00709126\n",
      "x 0.00944928\n",
      "y 0.418813\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0121974\n",
      "b 4.91312e-05\n",
      "c 0.0182302\n",
      "d 0.00227178\n",
      "e 0.00155519\n",
      "f 0.000396103\n",
      "g 0.00214018\n",
      "h 0.000122503\n",
      "i 0.0466756\n",
      "k 0.00198752\n",
      "l 0.0138104\n",
      "m 0.011862\n",
      "n 0.0208407\n",
      "o 0.0218923\n",
      "p 0.00458518\n",
      "q 0.00877655\n",
      "r 0.000396879\n",
      "s 0.00916962\n",
      "t 0.0415377\n",
      "u 0.000352928\n",
      "v 0.00288067\n",
      "w 0.00578361\n",
      "x 0.00643209\n",
      "y 0.766054\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.014723\n",
      "b 0.000353782\n",
      "c 0.0626612\n",
      "d 0.00385084\n",
      "e 0.00644688\n",
      "f 0.0013622\n",
      "g 0.00575662\n",
      "h 0.00073779\n",
      "i 0.0684054\n",
      "k 0.003901\n",
      "l 0.0114378\n",
      "m 0.0561595\n",
      "n 0.0679201\n",
      "o 0.071373\n",
      "p 0.0415955\n",
      "q 0.0892015\n",
      "r 0.00199074\n",
      "s 0.0246208\n",
      "t 0.0516541\n",
      "u 0.001544\n",
      "v 0.00432453\n",
      "w 0.00636853\n",
      "x 0.0160957\n",
      "y 0.387516\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0163523\n",
      "b 0.000202486\n",
      "c 0.0369155\n",
      "d 0.00294898\n",
      "e 0.0024189\n",
      "f 0.00105816\n",
      "g 0.00386687\n",
      "h 0.000422881\n",
      "i 0.0482873\n",
      "k 0.00250729\n",
      "l 0.0212711\n",
      "m 0.0202348\n",
      "n 0.0252699\n",
      "o 0.0323561\n",
      "p 0.00966562\n",
      "q 0.0293416\n",
      "r 0.000537928\n",
      "s 0.00766052\n",
      "t 0.0337694\n",
      "u 0.000686865\n",
      "v 0.00383413\n",
      "w 0.00810493\n",
      "x 0.00378985\n",
      "y 0.688497\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0112192\n",
      "b 0.000188824\n",
      "c 0.0248996\n",
      "d 0.00187373\n",
      "e 0.0023236\n",
      "f 0.000960181\n",
      "g 0.00372934\n",
      "h 0.000545805\n",
      "i 0.0430041\n",
      "k 0.00168834\n",
      "l 0.00864788\n",
      "m 0.0224399\n",
      "n 0.0257935\n",
      "o 0.0229891\n",
      "p 0.0177631\n",
      "q 0.0497891\n",
      "r 0.000588192\n",
      "s 0.00832349\n",
      "t 0.0297794\n",
      "u 0.00060588\n",
      "v 0.00282393\n",
      "w 0.00731553\n",
      "x 0.00518158\n",
      "y 0.707527\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0192656\n",
      "b 0.000366203\n",
      "c 0.0539927\n",
      "d 0.00322267\n",
      "e 0.00475704\n",
      "f 0.00106158\n",
      "g 0.00528398\n",
      "h 0.000657501\n",
      "i 0.0428161\n",
      "k 0.00300629\n",
      "l 0.0128294\n",
      "m 0.0495088\n",
      "n 0.0601621\n",
      "o 0.0590254\n",
      "p 0.0323571\n",
      "q 0.126735\n",
      "r 0.00138501\n",
      "s 0.0172888\n",
      "t 0.0549053\n",
      "u 0.00135244\n",
      "v 0.00371482\n",
      "w 0.00621336\n",
      "x 0.00716756\n",
      "y 0.432926\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0109594\n",
      "b 0.000245084\n",
      "c 0.0367495\n",
      "d 0.00181607\n",
      "e 0.00411352\n",
      "f 0.000978032\n",
      "g 0.00419611\n",
      "h 0.00043283\n",
      "i 0.0606977\n",
      "k 0.00251018\n",
      "l 0.00571074\n",
      "m 0.0507568\n",
      "n 0.0559143\n",
      "o 0.0590616\n",
      "p 0.0404481\n",
      "q 0.0753064\n",
      "r 0.0011298\n",
      "s 0.0201715\n",
      "t 0.0469498\n",
      "u 0.000850948\n",
      "v 0.00314691\n",
      "w 0.00703314\n",
      "x 0.0109544\n",
      "y 0.499867\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0181695\n",
      "b 0.000217381\n",
      "c 0.0463534\n",
      "d 0.00182153\n",
      "e 0.00412932\n",
      "f 0.000776698\n",
      "g 0.0045688\n",
      "h 0.000655988\n",
      "i 0.0332417\n",
      "k 0.00147586\n",
      "l 0.010547\n",
      "m 0.0475531\n",
      "n 0.0545903\n",
      "o 0.0415735\n",
      "p 0.0232562\n",
      "q 0.104043\n",
      "r 0.000689953\n",
      "s 0.0134386\n",
      "t 0.0458153\n",
      "u 0.000672349\n",
      "v 0.00216436\n",
      "w 0.0039194\n",
      "x 0.00571156\n",
      "y 0.534615\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0214811\n",
      "b 0.00014323\n",
      "c 0.0576101\n",
      "d 0.00157235\n",
      "e 0.00341299\n",
      "f 0.000454498\n",
      "g 0.00651506\n",
      "h 0.000923655\n",
      "i 0.0259485\n",
      "k 0.00110514\n",
      "l 0.0118063\n",
      "m 0.0375226\n",
      "n 0.048446\n",
      "o 0.055647\n",
      "p 0.0281257\n",
      "q 0.135898\n",
      "r 0.000513542\n",
      "s 0.0163562\n",
      "t 0.0485275\n",
      "u 0.00050992\n",
      "v 0.00155284\n",
      "w 0.00248878\n",
      "x 0.00608862\n",
      "y 0.48735\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0164811\n",
      "b 0.000205804\n",
      "c 0.0242221\n",
      "d 0.00155508\n",
      "e 0.00400354\n",
      "f 0.000951768\n",
      "g 0.00177696\n",
      "h 0.00032353\n",
      "i 0.0438174\n",
      "k 0.00142152\n",
      "l 0.00956883\n",
      "m 0.046777\n",
      "n 0.0475265\n",
      "o 0.0265246\n",
      "p 0.0229971\n",
      "q 0.0825102\n",
      "r 0.000532042\n",
      "s 0.0128611\n",
      "t 0.0460959\n",
      "u 0.000529277\n",
      "v 0.00165607\n",
      "w 0.00369434\n",
      "x 0.00430472\n",
      "y 0.599664\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0115385\n",
      "b 0.00180943\n",
      "c 0.0420165\n",
      "d 0.0195578\n",
      "e 0.0163948\n",
      "f 0.00857649\n",
      "g 0.00587835\n",
      "h 0.000619523\n",
      "i 0.208058\n",
      "k 0.0154311\n",
      "l 0.0109765\n",
      "m 0.0702393\n",
      "n 0.0839477\n",
      "o 0.0457791\n",
      "p 0.0330997\n",
      "q 0.0360633\n",
      "r 0.00948488\n",
      "s 0.0329834\n",
      "t 0.0526087\n",
      "u 0.00647918\n",
      "v 0.0117254\n",
      "w 0.0163523\n",
      "x 0.0428372\n",
      "y 0.217543\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.35224e-05\n",
      "b 0.00091359\n",
      "c 0.00530165\n",
      "d 0.00551478\n",
      "e 0.000623285\n",
      "f 0.00353134\n",
      "g 0.000892533\n",
      "h 0.000149257\n",
      "i 0.0373331\n",
      "k 0.169463\n",
      "l 0.00647562\n",
      "m 0.00137368\n",
      "n 0.00110941\n",
      "o 0.00559792\n",
      "p 0.00849496\n",
      "q 0.000995783\n",
      "r 0.0444681\n",
      "s 0.000702318\n",
      "t 0.000402876\n",
      "u 0.0407698\n",
      "v 0.413218\n",
      "w 0.240012\n",
      "x 0.00359029\n",
      "y 0.00902363\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.5821e-05\n",
      "b 0.000436523\n",
      "c 0.0118794\n",
      "d 0.00568571\n",
      "e 0.000591428\n",
      "f 0.00311546\n",
      "g 0.000971543\n",
      "h 0.000121937\n",
      "i 0.0581816\n",
      "k 0.145357\n",
      "l 0.0187574\n",
      "m 0.00136909\n",
      "n 0.0012149\n",
      "o 0.012353\n",
      "p 0.00653669\n",
      "q 0.000660093\n",
      "r 0.0230338\n",
      "s 0.000946921\n",
      "t 0.00058429\n",
      "u 0.0198434\n",
      "v 0.408592\n",
      "w 0.252841\n",
      "x 0.00394435\n",
      "y 0.0229168\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000195803\n",
      "b 0.000644833\n",
      "c 0.0782607\n",
      "d 0.00857643\n",
      "e 0.0022049\n",
      "f 0.00569825\n",
      "g 0.00927138\n",
      "h 0.00100537\n",
      "i 0.161969\n",
      "k 0.171722\n",
      "l 0.0130394\n",
      "m 0.00393811\n",
      "n 0.00465325\n",
      "o 0.0949564\n",
      "p 0.0478238\n",
      "q 0.00271395\n",
      "r 0.0503981\n",
      "s 0.0107837\n",
      "t 0.00248086\n",
      "u 0.0165174\n",
      "v 0.137498\n",
      "w 0.0856004\n",
      "x 0.0593483\n",
      "y 0.0307001\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.81018e-05\n",
      "b 0.000104086\n",
      "c 0.00210102\n",
      "d 0.0020585\n",
      "e 0.000197556\n",
      "f 0.000549366\n",
      "g 0.000510937\n",
      "h 0.000116463\n",
      "i 0.0065315\n",
      "k 0.444418\n",
      "l 0.0169439\n",
      "m 0.000192199\n",
      "n 0.000318596\n",
      "o 0.000912485\n",
      "p 0.00521476\n",
      "q 0.000214707\n",
      "r 0.05656\n",
      "s 0.000353756\n",
      "t 0.000238276\n",
      "u 0.033558\n",
      "v 0.35821\n",
      "w 0.063488\n",
      "x 0.00330124\n",
      "y 0.00388818\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00017981\n",
      "b 0.000611521\n",
      "c 0.0220926\n",
      "d 0.00913679\n",
      "e 0.00191849\n",
      "f 0.00446148\n",
      "g 0.00242108\n",
      "h 0.000350563\n",
      "i 0.122123\n",
      "k 0.3016\n",
      "l 0.012017\n",
      "m 0.00342214\n",
      "n 0.00426886\n",
      "o 0.0280893\n",
      "p 0.0404279\n",
      "q 0.00184199\n",
      "r 0.0910365\n",
      "s 0.00903458\n",
      "t 0.00272118\n",
      "u 0.0303733\n",
      "v 0.148572\n",
      "w 0.0805429\n",
      "x 0.0610475\n",
      "y 0.0217091\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00249044\n",
      "b 0.0167961\n",
      "c 0.0297309\n",
      "d 0.00978969\n",
      "e 0.0324246\n",
      "f 0.0191793\n",
      "g 0.00706173\n",
      "h 0.00237609\n",
      "i 0.032019\n",
      "k 0.0396501\n",
      "l 0.00174225\n",
      "m 0.0590921\n",
      "n 0.0562065\n",
      "o 0.0335989\n",
      "p 0.275753\n",
      "q 0.0368229\n",
      "r 0.0740295\n",
      "s 0.0255357\n",
      "t 0.0212253\n",
      "u 0.0588227\n",
      "v 0.0463851\n",
      "w 0.0406613\n",
      "x 0.0620473\n",
      "y 0.0165597\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00024909\n",
      "b 0.0109526\n",
      "c 0.010811\n",
      "d 0.0143031\n",
      "e 0.0193739\n",
      "f 0.123081\n",
      "g 0.00254204\n",
      "h 0.00385995\n",
      "i 0.0238464\n",
      "k 0.21324\n",
      "l 0.0726677\n",
      "m 0.0136302\n",
      "n 0.00821512\n",
      "o 0.00227835\n",
      "p 0.0323126\n",
      "q 0.00342928\n",
      "r 0.105768\n",
      "s 0.0013255\n",
      "t 0.00191108\n",
      "u 0.083941\n",
      "v 0.170931\n",
      "w 0.0578931\n",
      "x 0.0045674\n",
      "y 0.0188697\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00218\n",
      "b 0.0694212\n",
      "c 0.0496819\n",
      "d 0.0239713\n",
      "e 0.00656837\n",
      "f 0.146648\n",
      "g 0.00537985\n",
      "h 0.0259045\n",
      "i 0.0318267\n",
      "k 0.167699\n",
      "l 0.109734\n",
      "m 0.00313684\n",
      "n 0.00342968\n",
      "o 0.00480581\n",
      "p 0.0158847\n",
      "q 0.00825154\n",
      "r 0.0723218\n",
      "s 0.00388342\n",
      "t 0.00203894\n",
      "u 0.182236\n",
      "v 0.0406736\n",
      "w 0.012023\n",
      "x 0.00886183\n",
      "y 0.00343861\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0464374\n",
      "b 0.00191484\n",
      "c 0.00968153\n",
      "d 0.00119178\n",
      "e 0.0121022\n",
      "f 0.000951375\n",
      "g 0.0827271\n",
      "h 0.338523\n",
      "i 0.00494619\n",
      "k 0.0360049\n",
      "l 0.0135916\n",
      "m 0.0143737\n",
      "n 0.0560271\n",
      "o 0.0107965\n",
      "p 0.11001\n",
      "q 0.0581238\n",
      "r 0.0105376\n",
      "s 0.0791738\n",
      "t 0.0767882\n",
      "u 0.00916249\n",
      "v 0.000623417\n",
      "w 0.000207581\n",
      "x 0.0221895\n",
      "y 0.00391395\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.024365\n",
      "b 0.000947992\n",
      "c 0.00705614\n",
      "d 0.000426576\n",
      "e 0.00805945\n",
      "f 0.00042292\n",
      "g 0.0439554\n",
      "h 0.440644\n",
      "i 0.00232457\n",
      "k 0.00557173\n",
      "l 0.00247377\n",
      "m 0.0103288\n",
      "n 0.0294159\n",
      "o 0.00982322\n",
      "p 0.175595\n",
      "q 0.120202\n",
      "r 0.00330397\n",
      "s 0.0554512\n",
      "t 0.0363541\n",
      "u 0.00332547\n",
      "v 0.00019494\n",
      "w 8.57274e-05\n",
      "x 0.0173125\n",
      "y 0.00236077\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0450885\n",
      "b 0.00134782\n",
      "c 0.0322791\n",
      "d 0.000737506\n",
      "e 0.00555182\n",
      "f 0.00103181\n",
      "g 0.0148097\n",
      "h 0.0765686\n",
      "i 0.00323641\n",
      "k 0.0074676\n",
      "l 0.0596902\n",
      "m 0.00895007\n",
      "n 0.019921\n",
      "o 0.00623559\n",
      "p 0.217182\n",
      "q 0.417191\n",
      "r 0.0022318\n",
      "s 0.0125259\n",
      "t 0.0320976\n",
      "u 0.003685\n",
      "v 0.000669841\n",
      "w 0.000264456\n",
      "x 0.00418623\n",
      "y 0.0270497\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.0571169\n",
      "b 0.00658908\n",
      "c 0.0573083\n",
      "d 0.00260438\n",
      "e 0.00874645\n",
      "f 0.0072997\n",
      "g 0.0323032\n",
      "h 0.146141\n",
      "i 0.0195433\n",
      "k 0.0314263\n",
      "l 0.0682521\n",
      "m 0.0167274\n",
      "n 0.0414857\n",
      "o 0.0150519\n",
      "p 0.195718\n",
      "q 0.132624\n",
      "r 0.00835579\n",
      "s 0.0326602\n",
      "t 0.0464735\n",
      "u 0.0133725\n",
      "v 0.00151765\n",
      "w 0.000671204\n",
      "x 0.0387601\n",
      "y 0.0192508\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0110834\n",
      "b 0.00165433\n",
      "c 0.0476255\n",
      "d 0.000822096\n",
      "e 0.00445148\n",
      "f 0.00225218\n",
      "g 0.0451949\n",
      "h 0.502623\n",
      "i 0.00325504\n",
      "k 0.0303711\n",
      "l 0.0712116\n",
      "m 0.00412833\n",
      "n 0.0104705\n",
      "o 0.00990117\n",
      "p 0.137788\n",
      "q 0.0588766\n",
      "r 0.00657973\n",
      "s 0.0123209\n",
      "t 0.0116918\n",
      "u 0.00814065\n",
      "v 0.00141598\n",
      "w 0.000331897\n",
      "x 0.011657\n",
      "y 0.00615255\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0183675\n",
      "b 0.00156623\n",
      "c 0.0234272\n",
      "d 0.00154651\n",
      "e 0.00385389\n",
      "f 0.00317755\n",
      "g 0.040851\n",
      "h 0.360172\n",
      "i 0.0116019\n",
      "k 0.107742\n",
      "l 0.220371\n",
      "m 0.0036319\n",
      "n 0.0105853\n",
      "o 0.00517197\n",
      "p 0.0728905\n",
      "q 0.0276679\n",
      "r 0.00914834\n",
      "s 0.0135378\n",
      "t 0.0170889\n",
      "u 0.0120077\n",
      "v 0.00270442\n",
      "w 0.000709994\n",
      "x 0.0152133\n",
      "y 0.0169656\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0236627\n",
      "b 0.0026949\n",
      "c 0.0367477\n",
      "d 0.000698242\n",
      "e 0.0109949\n",
      "f 0.00450714\n",
      "g 0.0595684\n",
      "h 0.401162\n",
      "i 0.012085\n",
      "k 0.0420859\n",
      "l 0.024417\n",
      "m 0.0088168\n",
      "n 0.023296\n",
      "o 0.0167683\n",
      "p 0.147286\n",
      "q 0.0284393\n",
      "r 0.00627096\n",
      "s 0.0639203\n",
      "t 0.0350292\n",
      "u 0.00493522\n",
      "v 0.000668608\n",
      "w 0.000289459\n",
      "x 0.0369725\n",
      "y 0.00868371\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0124827\n",
      "b 0.00293131\n",
      "c 0.0490186\n",
      "d 0.000620524\n",
      "e 0.00594905\n",
      "f 0.00212736\n",
      "g 0.0192759\n",
      "h 0.0120183\n",
      "i 0.00607696\n",
      "k 0.010088\n",
      "l 0.00875654\n",
      "m 0.0343519\n",
      "n 0.0767394\n",
      "o 0.0241298\n",
      "p 0.449819\n",
      "q 0.176966\n",
      "r 0.00551196\n",
      "s 0.0247968\n",
      "t 0.0359443\n",
      "u 0.00444685\n",
      "v 0.000903196\n",
      "w 0.000527853\n",
      "x 0.0268691\n",
      "y 0.00964884\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000751975\n",
      "b 0.000339188\n",
      "c 0.214103\n",
      "d 0.0116144\n",
      "e 0.00428684\n",
      "f 0.00179412\n",
      "g 0.0526194\n",
      "h 0.0208107\n",
      "i 0.00518509\n",
      "k 0.0972367\n",
      "l 0.207767\n",
      "m 0.0033209\n",
      "n 0.0103315\n",
      "o 0.0193897\n",
      "p 0.0471761\n",
      "q 0.00588824\n",
      "r 0.0865338\n",
      "s 0.0039159\n",
      "t 0.00448384\n",
      "u 0.0309858\n",
      "v 0.0543268\n",
      "w 0.00515618\n",
      "x 0.0967847\n",
      "y 0.0151981\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00877861\n",
      "b 0.000632673\n",
      "c 0.0464608\n",
      "d 0.000877574\n",
      "e 0.00693138\n",
      "f 0.000672533\n",
      "g 0.0132714\n",
      "h 0.00743887\n",
      "i 0.00843161\n",
      "k 0.00263539\n",
      "l 0.00770232\n",
      "m 0.0525704\n",
      "n 0.0654959\n",
      "o 0.0156733\n",
      "p 0.213979\n",
      "q 0.357318\n",
      "r 0.00403798\n",
      "s 0.0199798\n",
      "t 0.0237729\n",
      "u 0.00482995\n",
      "v 0.00408842\n",
      "w 0.00236809\n",
      "x 0.0183552\n",
      "y 0.113698\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00126456\n",
      "b 0.000170897\n",
      "c 0.458313\n",
      "d 0.000870089\n",
      "e 0.00449691\n",
      "f 0.000630296\n",
      "g 0.0479765\n",
      "h 0.0198761\n",
      "i 0.00295054\n",
      "k 0.00351276\n",
      "l 0.0258549\n",
      "m 0.0165055\n",
      "n 0.0214907\n",
      "o 0.158671\n",
      "p 0.116752\n",
      "q 0.0494574\n",
      "r 0.00289965\n",
      "s 0.00653423\n",
      "t 0.00589622\n",
      "u 0.00163821\n",
      "v 0.00528021\n",
      "w 0.0015444\n",
      "x 0.0149715\n",
      "y 0.0324421\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00498561\n",
      "b 0.000276943\n",
      "c 0.497337\n",
      "d 0.000628238\n",
      "e 0.00236834\n",
      "f 0.000425527\n",
      "g 0.0191303\n",
      "h 0.0234298\n",
      "i 0.00126053\n",
      "k 0.00284277\n",
      "l 0.0558443\n",
      "m 0.00381072\n",
      "n 0.00649523\n",
      "o 0.0653946\n",
      "p 0.124406\n",
      "q 0.139446\n",
      "r 0.00110687\n",
      "s 0.00407333\n",
      "t 0.00640854\n",
      "u 0.00142766\n",
      "v 0.00300207\n",
      "w 0.000954215\n",
      "x 0.00422942\n",
      "y 0.0307161\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0095521\n",
      "b 0.000681456\n",
      "c 0.22078\n",
      "d 0.00399648\n",
      "e 0.00936009\n",
      "f 0.00485964\n",
      "g 0.0177936\n",
      "h 0.00977017\n",
      "i 0.0106365\n",
      "k 0.00863365\n",
      "l 0.295891\n",
      "m 0.0243015\n",
      "n 0.0409597\n",
      "o 0.022579\n",
      "p 0.0551981\n",
      "q 0.0296106\n",
      "r 0.00336543\n",
      "s 0.00825533\n",
      "t 0.0206223\n",
      "u 0.00394722\n",
      "v 0.00924627\n",
      "w 0.00320947\n",
      "x 0.0170991\n",
      "y 0.169652\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00253907\n",
      "b 0.000390326\n",
      "c 0.580295\n",
      "d 0.00235045\n",
      "e 0.0031232\n",
      "f 0.00230407\n",
      "g 0.0109898\n",
      "h 0.0136131\n",
      "i 0.00324551\n",
      "k 0.00397527\n",
      "l 0.198951\n",
      "m 0.0034674\n",
      "n 0.00492737\n",
      "o 0.0244668\n",
      "p 0.0404708\n",
      "q 0.0249048\n",
      "r 0.00184621\n",
      "s 0.00232321\n",
      "t 0.00317149\n",
      "u 0.00266267\n",
      "v 0.00821185\n",
      "w 0.0018659\n",
      "x 0.00586427\n",
      "y 0.0540408\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00221356\n",
      "b 7.73714e-05\n",
      "c 0.0608347\n",
      "d 0.00149116\n",
      "e 0.00141875\n",
      "f 0.00125674\n",
      "g 0.00389073\n",
      "h 0.00960853\n",
      "i 0.00294893\n",
      "k 0.00487372\n",
      "l 0.811452\n",
      "m 0.000892083\n",
      "n 0.00163446\n",
      "o 0.00195312\n",
      "p 0.0127201\n",
      "q 0.0052157\n",
      "r 0.000573262\n",
      "s 0.000943796\n",
      "t 0.00195141\n",
      "u 0.000945534\n",
      "v 0.00299559\n",
      "w 0.000579135\n",
      "x 0.0020894\n",
      "y 0.0674399\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00189504\n",
      "b 0.000281972\n",
      "c 0.245742\n",
      "d 0.00803111\n",
      "e 0.00215314\n",
      "f 0.00155543\n",
      "g 0.00412165\n",
      "h 0.00330464\n",
      "i 0.00114271\n",
      "k 0.00368786\n",
      "l 0.673933\n",
      "m 0.00200058\n",
      "n 0.00442668\n",
      "o 0.006395\n",
      "p 0.00270835\n",
      "q 0.0025647\n",
      "r 0.00259557\n",
      "s 0.000826476\n",
      "t 0.00192765\n",
      "u 0.00617757\n",
      "v 0.00981895\n",
      "w 0.000825427\n",
      "x 0.00292906\n",
      "y 0.0109555\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00183893\n",
      "b 0.000239411\n",
      "c 0.0542425\n",
      "d 0.00544271\n",
      "e 0.00108471\n",
      "f 0.00139071\n",
      "g 0.00472431\n",
      "h 0.00796548\n",
      "i 0.0012201\n",
      "k 0.00831893\n",
      "l 0.870818\n",
      "m 0.00124406\n",
      "n 0.00368099\n",
      "o 0.00208458\n",
      "p 0.00236728\n",
      "q 0.0022892\n",
      "r 0.00293662\n",
      "s 0.0006673\n",
      "t 0.00197187\n",
      "u 0.00681867\n",
      "v 0.00702025\n",
      "w 0.000670885\n",
      "x 0.00265748\n",
      "y 0.00830544\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00232733\n",
      "b 0.000284472\n",
      "c 0.208912\n",
      "d 0.00791632\n",
      "e 0.00194096\n",
      "f 0.00165777\n",
      "g 0.00652699\n",
      "h 0.00586691\n",
      "i 0.00104816\n",
      "k 0.00562197\n",
      "l 0.703876\n",
      "m 0.00118725\n",
      "n 0.00334546\n",
      "o 0.0052383\n",
      "p 0.00456532\n",
      "q 0.00344453\n",
      "r 0.00273972\n",
      "s 0.000781145\n",
      "t 0.00244323\n",
      "u 0.00517377\n",
      "v 0.00774585\n",
      "w 0.000766673\n",
      "x 0.00378881\n",
      "y 0.0128003\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00106314\n",
      "b 0.000127063\n",
      "c 0.105273\n",
      "d 0.0029936\n",
      "e 0.000648168\n",
      "f 0.00132586\n",
      "g 0.00359675\n",
      "h 0.00445297\n",
      "i 0.00107569\n",
      "k 0.00536779\n",
      "l 0.819489\n",
      "m 0.000601455\n",
      "n 0.00163946\n",
      "o 0.00227304\n",
      "p 0.00731286\n",
      "q 0.00358011\n",
      "r 0.00155377\n",
      "s 0.000423176\n",
      "t 0.00134297\n",
      "u 0.00298126\n",
      "v 0.00820974\n",
      "w 0.00104785\n",
      "x 0.0025907\n",
      "y 0.021031\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00446252\n",
      "b 0.000472757\n",
      "c 0.28675\n",
      "d 0.00539082\n",
      "e 0.00229624\n",
      "f 0.000954129\n",
      "g 0.0134288\n",
      "h 0.0235907\n",
      "i 0.00124298\n",
      "k 0.0110442\n",
      "l 0.524171\n",
      "m 0.00236776\n",
      "n 0.00699652\n",
      "o 0.0140831\n",
      "p 0.0186513\n",
      "q 0.0186208\n",
      "r 0.00671324\n",
      "s 0.00253088\n",
      "t 0.00504844\n",
      "u 0.0144925\n",
      "v 0.0145494\n",
      "w 0.00141581\n",
      "x 0.00746112\n",
      "y 0.0132651\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00645138\n",
      "b 0.00051473\n",
      "c 0.396142\n",
      "d 0.00647642\n",
      "e 0.00278055\n",
      "f 0.000832261\n",
      "g 0.013645\n",
      "h 0.0198778\n",
      "i 0.00138664\n",
      "k 0.0082716\n",
      "l 0.398298\n",
      "m 0.00408291\n",
      "n 0.012951\n",
      "o 0.0274065\n",
      "p 0.0140073\n",
      "q 0.0154912\n",
      "r 0.00695124\n",
      "s 0.00428507\n",
      "t 0.00747982\n",
      "u 0.0161607\n",
      "v 0.0119904\n",
      "w 0.00112495\n",
      "x 0.0136651\n",
      "y 0.00972697\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00618332\n",
      "b 0.000741253\n",
      "c 0.284001\n",
      "d 0.0102541\n",
      "e 0.00265596\n",
      "f 0.00175782\n",
      "g 0.0112396\n",
      "h 0.01155\n",
      "i 0.00209113\n",
      "k 0.0119133\n",
      "l 0.485166\n",
      "m 0.00354801\n",
      "n 0.0114684\n",
      "o 0.0165214\n",
      "p 0.0234737\n",
      "q 0.018556\n",
      "r 0.00830659\n",
      "s 0.0031846\n",
      "t 0.00861039\n",
      "u 0.0205684\n",
      "v 0.021982\n",
      "w 0.00263136\n",
      "x 0.0137784\n",
      "y 0.0198171\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0046396\n",
      "b 0.000504031\n",
      "c 0.256864\n",
      "d 0.00795045\n",
      "e 0.00260123\n",
      "f 0.00255204\n",
      "g 0.00596672\n",
      "h 0.0141476\n",
      "i 0.00365343\n",
      "k 0.00580196\n",
      "l 0.598019\n",
      "m 0.00234482\n",
      "n 0.00529491\n",
      "o 0.00839493\n",
      "p 0.0109352\n",
      "q 0.0106225\n",
      "r 0.00353152\n",
      "s 0.00256976\n",
      "t 0.0038095\n",
      "u 0.00944133\n",
      "v 0.00968015\n",
      "w 0.00109588\n",
      "x 0.00742952\n",
      "y 0.0221504\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00318297\n",
      "b 0.000318773\n",
      "c 0.362028\n",
      "d 0.00500653\n",
      "e 0.00195738\n",
      "f 0.0021791\n",
      "g 0.0112889\n",
      "h 0.0246892\n",
      "i 0.00292873\n",
      "k 0.00421278\n",
      "l 0.48084\n",
      "m 0.00172637\n",
      "n 0.00407291\n",
      "o 0.0101949\n",
      "p 0.0132102\n",
      "q 0.00904733\n",
      "r 0.00245368\n",
      "s 0.0023219\n",
      "t 0.00290589\n",
      "u 0.00555351\n",
      "v 0.0094631\n",
      "w 0.00130782\n",
      "x 0.00930224\n",
      "y 0.0298073\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00145135\n",
      "b 0.00017605\n",
      "c 0.273574\n",
      "d 0.00472912\n",
      "e 0.00121278\n",
      "f 0.00206602\n",
      "g 0.00630548\n",
      "h 0.0179028\n",
      "i 0.00341035\n",
      "k 0.00562506\n",
      "l 0.631555\n",
      "m 0.00053345\n",
      "n 0.00123626\n",
      "o 0.0054816\n",
      "p 0.00673514\n",
      "q 0.00284832\n",
      "r 0.00196352\n",
      "s 0.00116626\n",
      "t 0.00115688\n",
      "u 0.00329201\n",
      "v 0.00516923\n",
      "w 0.000551106\n",
      "x 0.00666804\n",
      "y 0.0151901\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00246264\n",
      "b 0.000276726\n",
      "c 0.350026\n",
      "d 0.00376571\n",
      "e 0.00121641\n",
      "f 0.00173547\n",
      "g 0.00396805\n",
      "h 0.0131196\n",
      "i 0.00172339\n",
      "k 0.00317962\n",
      "l 0.567562\n",
      "m 0.00050451\n",
      "n 0.00113028\n",
      "o 0.00575339\n",
      "p 0.00781045\n",
      "q 0.005783\n",
      "r 0.00124046\n",
      "s 0.000945002\n",
      "t 0.00134888\n",
      "u 0.00335447\n",
      "v 0.00506\n",
      "w 0.000570866\n",
      "x 0.00306227\n",
      "y 0.0144009\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00300291\n",
      "b 0.000381788\n",
      "c 0.221867\n",
      "d 0.00558124\n",
      "e 0.0021019\n",
      "f 0.00343477\n",
      "g 0.00536231\n",
      "h 0.0118093\n",
      "i 0.00432099\n",
      "k 0.0055561\n",
      "l 0.650623\n",
      "m 0.00153205\n",
      "n 0.00291899\n",
      "o 0.00557371\n",
      "p 0.00955393\n",
      "q 0.00601085\n",
      "r 0.00202613\n",
      "s 0.00154385\n",
      "t 0.00230868\n",
      "u 0.00492082\n",
      "v 0.00882882\n",
      "w 0.0012491\n",
      "x 0.00481873\n",
      "y 0.0346727\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00256908\n",
      "b 0.000136685\n",
      "c 0.110546\n",
      "d 0.00333635\n",
      "e 0.000796416\n",
      "f 0.00133837\n",
      "g 0.00387843\n",
      "h 0.0114566\n",
      "i 0.00303209\n",
      "k 0.0044603\n",
      "l 0.80793\n",
      "m 0.000467586\n",
      "n 0.00127732\n",
      "o 0.00233849\n",
      "p 0.00492338\n",
      "q 0.00249975\n",
      "r 0.00111904\n",
      "s 0.00110235\n",
      "t 0.00159992\n",
      "u 0.00289111\n",
      "v 0.00449624\n",
      "w 0.000557169\n",
      "x 0.00450288\n",
      "y 0.0227439\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00256894\n",
      "b 0.00015246\n",
      "c 0.0994303\n",
      "d 0.00421441\n",
      "e 0.000917036\n",
      "f 0.0015354\n",
      "g 0.00416766\n",
      "h 0.0150557\n",
      "i 0.00348114\n",
      "k 0.00458763\n",
      "l 0.820621\n",
      "m 0.00047561\n",
      "n 0.001259\n",
      "o 0.00209675\n",
      "p 0.00326732\n",
      "q 0.00188406\n",
      "r 0.00116313\n",
      "s 0.00117875\n",
      "t 0.00143698\n",
      "u 0.00332544\n",
      "v 0.00458344\n",
      "w 0.000513266\n",
      "x 0.0038955\n",
      "y 0.0181896\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.00366851\n",
      "b 0.000333942\n",
      "c 0.295776\n",
      "d 0.00406195\n",
      "e 0.00212948\n",
      "f 0.00248318\n",
      "g 0.0051374\n",
      "h 0.022733\n",
      "i 0.00504062\n",
      "k 0.00555368\n",
      "l 0.569098\n",
      "m 0.000959075\n",
      "n 0.001817\n",
      "o 0.00818235\n",
      "p 0.0153026\n",
      "q 0.00790907\n",
      "r 0.00167955\n",
      "s 0.00258516\n",
      "t 0.00221415\n",
      "u 0.00420235\n",
      "v 0.00582124\n",
      "w 0.000785464\n",
      "x 0.00570218\n",
      "y 0.0268236\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00447894\n",
      "b 0.000283794\n",
      "c 0.121492\n",
      "d 0.0052025\n",
      "e 0.00248112\n",
      "f 0.00232041\n",
      "g 0.00416439\n",
      "h 0.0161215\n",
      "i 0.00400625\n",
      "k 0.00469123\n",
      "l 0.768643\n",
      "m 0.00133265\n",
      "n 0.00281698\n",
      "o 0.00299108\n",
      "p 0.00632565\n",
      "q 0.00475177\n",
      "r 0.00162953\n",
      "s 0.00197773\n",
      "t 0.00265761\n",
      "u 0.00476238\n",
      "v 0.00528798\n",
      "w 0.000583121\n",
      "x 0.00374863\n",
      "y 0.0272493\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00275136\n",
      "b 0.00015362\n",
      "c 0.150515\n",
      "d 0.00311346\n",
      "e 0.000933662\n",
      "f 0.00114474\n",
      "g 0.00670434\n",
      "h 0.0153622\n",
      "i 0.00160973\n",
      "k 0.0036094\n",
      "l 0.753803\n",
      "m 0.000761521\n",
      "n 0.00216683\n",
      "o 0.00326562\n",
      "p 0.00820213\n",
      "q 0.00551632\n",
      "r 0.00119025\n",
      "s 0.000936162\n",
      "t 0.00196487\n",
      "u 0.00299803\n",
      "v 0.00496408\n",
      "w 0.000619615\n",
      "x 0.00421423\n",
      "y 0.0234999\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00195714\n",
      "b 0.000122666\n",
      "c 0.116774\n",
      "d 0.00192681\n",
      "e 0.000674209\n",
      "f 0.00130649\n",
      "g 0.00571908\n",
      "h 0.0156398\n",
      "i 0.00155689\n",
      "k 0.00378389\n",
      "l 0.799515\n",
      "m 0.000401429\n",
      "n 0.00105465\n",
      "o 0.00201154\n",
      "p 0.00691418\n",
      "q 0.0031924\n",
      "r 0.000752765\n",
      "s 0.000581057\n",
      "t 0.00123268\n",
      "u 0.00173384\n",
      "v 0.00379836\n",
      "w 0.000548778\n",
      "x 0.00245517\n",
      "y 0.026347\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00215873\n",
      "b 0.000172434\n",
      "c 0.201104\n",
      "d 0.00363165\n",
      "e 0.00125366\n",
      "f 0.00157222\n",
      "g 0.00485729\n",
      "h 0.0181793\n",
      "i 0.00288862\n",
      "k 0.0046321\n",
      "l 0.697336\n",
      "m 0.000661229\n",
      "n 0.00145531\n",
      "o 0.00465404\n",
      "p 0.00979481\n",
      "q 0.00474425\n",
      "r 0.00143935\n",
      "s 0.00131757\n",
      "t 0.00150157\n",
      "u 0.00341421\n",
      "v 0.00573604\n",
      "w 0.000669665\n",
      "x 0.00472517\n",
      "y 0.0221004\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00659312\n",
      "b 0.000303534\n",
      "c 0.137234\n",
      "d 0.00623922\n",
      "e 0.00188951\n",
      "f 0.00144907\n",
      "g 0.0104589\n",
      "h 0.0365748\n",
      "i 0.00323412\n",
      "k 0.00707381\n",
      "l 0.688348\n",
      "m 0.00133009\n",
      "n 0.00421843\n",
      "o 0.00444367\n",
      "p 0.0187936\n",
      "q 0.0128779\n",
      "r 0.00282811\n",
      "s 0.00285212\n",
      "t 0.0045655\n",
      "u 0.00707703\n",
      "v 0.00518225\n",
      "w 0.000626618\n",
      "x 0.011827\n",
      "y 0.0239787\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00317499\n",
      "b 0.000194876\n",
      "c 0.246304\n",
      "d 0.00276354\n",
      "e 0.00168346\n",
      "f 0.0016284\n",
      "g 0.0109537\n",
      "h 0.0229275\n",
      "i 0.00211007\n",
      "k 0.0034503\n",
      "l 0.596488\n",
      "m 0.00113363\n",
      "n 0.00236156\n",
      "o 0.00439462\n",
      "p 0.0161366\n",
      "q 0.0116254\n",
      "r 0.00117474\n",
      "s 0.00117189\n",
      "t 0.00213766\n",
      "u 0.00235803\n",
      "v 0.00516951\n",
      "w 0.000808473\n",
      "x 0.00376431\n",
      "y 0.0560852\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00365455\n",
      "b 0.000377814\n",
      "c 0.374012\n",
      "d 0.00293906\n",
      "e 0.00151463\n",
      "f 0.00127838\n",
      "g 0.0141113\n",
      "h 0.0186168\n",
      "i 0.00169608\n",
      "k 0.00464963\n",
      "l 0.439036\n",
      "m 0.00264263\n",
      "n 0.0057983\n",
      "o 0.0104238\n",
      "p 0.0269842\n",
      "q 0.0285203\n",
      "r 0.0023007\n",
      "s 0.00154463\n",
      "t 0.00304925\n",
      "u 0.00564202\n",
      "v 0.0102907\n",
      "w 0.00153306\n",
      "x 0.00522277\n",
      "y 0.0341618\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00586073\n",
      "b 0.00049429\n",
      "c 0.143521\n",
      "d 0.00242034\n",
      "e 0.00136511\n",
      "f 0.00214786\n",
      "g 0.0171822\n",
      "h 0.051584\n",
      "i 0.00284655\n",
      "k 0.00733182\n",
      "l 0.620463\n",
      "m 0.00176601\n",
      "n 0.00419565\n",
      "o 0.00478012\n",
      "p 0.0338477\n",
      "q 0.0262303\n",
      "r 0.00180066\n",
      "s 0.00150957\n",
      "t 0.00364883\n",
      "u 0.00480338\n",
      "v 0.0064905\n",
      "w 0.00138089\n",
      "x 0.00500997\n",
      "y 0.0493201\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00536407\n",
      "b 0.000661284\n",
      "c 0.0980421\n",
      "d 0.00705991\n",
      "e 0.00189478\n",
      "f 0.00233672\n",
      "g 0.0141002\n",
      "h 0.03323\n",
      "i 0.00516018\n",
      "k 0.0230487\n",
      "l 0.619122\n",
      "m 0.00258532\n",
      "n 0.00707987\n",
      "o 0.00446463\n",
      "p 0.0428281\n",
      "q 0.025021\n",
      "r 0.00829957\n",
      "s 0.00267973\n",
      "t 0.00535686\n",
      "u 0.0195659\n",
      "v 0.0171224\n",
      "w 0.00247434\n",
      "x 0.0155155\n",
      "y 0.0369869\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000733362\n",
      "b 3.43879e-05\n",
      "c 0.0103534\n",
      "d 0.00394281\n",
      "e 0.000704517\n",
      "f 0.000827336\n",
      "g 0.000982702\n",
      "h 0.000980338\n",
      "i 0.00329581\n",
      "k 0.00579277\n",
      "l 0.93354\n",
      "m 0.000778101\n",
      "n 0.00194396\n",
      "o 0.000450337\n",
      "p 0.000876105\n",
      "q 0.000313104\n",
      "r 0.00111445\n",
      "s 0.00042887\n",
      "t 0.00115985\n",
      "u 0.00197786\n",
      "v 0.00461901\n",
      "w 0.000484845\n",
      "x 0.00245566\n",
      "y 0.0222102\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00463158\n",
      "b 0.0007789\n",
      "c 0.0972338\n",
      "d 0.00687795\n",
      "e 0.019565\n",
      "f 0.0066596\n",
      "g 0.00723411\n",
      "h 0.011472\n",
      "i 0.0246284\n",
      "k 0.0194939\n",
      "l 0.561082\n",
      "m 0.0247481\n",
      "n 0.0227003\n",
      "o 0.019507\n",
      "p 0.0237577\n",
      "q 0.0118129\n",
      "r 0.00512831\n",
      "s 0.00822342\n",
      "t 0.00905421\n",
      "u 0.00802223\n",
      "v 0.0160397\n",
      "w 0.00309365\n",
      "x 0.00465008\n",
      "y 0.0836054\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00250421\n",
      "b 0.000623252\n",
      "c 0.030168\n",
      "d 0.00811041\n",
      "e 0.00125779\n",
      "f 0.00164151\n",
      "g 0.00730922\n",
      "h 0.0354508\n",
      "i 0.00519163\n",
      "k 0.0276843\n",
      "l 0.756889\n",
      "m 0.00102491\n",
      "n 0.00194244\n",
      "o 0.00205933\n",
      "p 0.0201327\n",
      "q 0.0244157\n",
      "r 0.00775984\n",
      "s 0.00134187\n",
      "t 0.00160499\n",
      "u 0.0253227\n",
      "v 0.0178671\n",
      "w 0.00240414\n",
      "x 0.00264427\n",
      "y 0.0146497\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00582333\n",
      "b 0.00142011\n",
      "c 0.0554639\n",
      "d 0.00701443\n",
      "e 0.00267069\n",
      "f 0.00217393\n",
      "g 0.0500436\n",
      "h 0.127039\n",
      "i 0.0144896\n",
      "k 0.164135\n",
      "l 0.307787\n",
      "m 0.00279299\n",
      "n 0.00771987\n",
      "o 0.0102206\n",
      "p 0.0492286\n",
      "q 0.0259284\n",
      "r 0.0273779\n",
      "s 0.00778459\n",
      "t 0.0071595\n",
      "u 0.0522855\n",
      "v 0.0294732\n",
      "w 0.00458467\n",
      "x 0.0200574\n",
      "y 0.0173267\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00405836\n",
      "b 0.00114467\n",
      "c 0.408526\n",
      "d 0.00300444\n",
      "e 0.00601358\n",
      "f 0.00912539\n",
      "g 0.00791169\n",
      "h 0.043465\n",
      "i 0.0156814\n",
      "k 0.0112517\n",
      "l 0.256057\n",
      "m 0.00120262\n",
      "n 0.00126227\n",
      "o 0.0148501\n",
      "p 0.0764763\n",
      "q 0.0207448\n",
      "r 0.00265855\n",
      "s 0.00440312\n",
      "t 0.00254715\n",
      "u 0.00459705\n",
      "v 0.0091053\n",
      "w 0.00258399\n",
      "x 0.00622129\n",
      "y 0.0871083\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0245935\n",
      "b 0.000765907\n",
      "c 0.109606\n",
      "d 0.0011472\n",
      "e 0.00406004\n",
      "f 0.00165426\n",
      "g 0.020369\n",
      "h 0.0277211\n",
      "i 0.0176768\n",
      "k 0.00379239\n",
      "l 0.102734\n",
      "m 0.0222643\n",
      "n 0.0246437\n",
      "o 0.021815\n",
      "p 0.0774741\n",
      "q 0.186637\n",
      "r 0.00107443\n",
      "s 0.00714637\n",
      "t 0.0167996\n",
      "u 0.00238846\n",
      "v 0.0037104\n",
      "w 0.00294826\n",
      "x 0.00391761\n",
      "y 0.315061\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0162283\n",
      "b 0.00150936\n",
      "c 0.476168\n",
      "d 0.00153434\n",
      "e 0.00103953\n",
      "f 0.00101756\n",
      "g 0.0130397\n",
      "h 0.0101616\n",
      "i 0.0147515\n",
      "k 0.00736634\n",
      "l 0.0532321\n",
      "m 0.00388083\n",
      "n 0.00571472\n",
      "o 0.0520901\n",
      "p 0.0690033\n",
      "q 0.14466\n",
      "r 0.00243336\n",
      "s 0.00666593\n",
      "t 0.00687041\n",
      "u 0.00865729\n",
      "v 0.0144488\n",
      "w 0.00699678\n",
      "x 0.00635007\n",
      "y 0.0761806\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0102582\n",
      "b 0.0010018\n",
      "c 0.482211\n",
      "d 0.00312704\n",
      "e 0.000905135\n",
      "f 0.000769142\n",
      "g 0.0213829\n",
      "h 0.0113724\n",
      "i 0.0107297\n",
      "k 0.00681971\n",
      "l 0.0927573\n",
      "m 0.00422055\n",
      "n 0.00718493\n",
      "o 0.0369506\n",
      "p 0.054633\n",
      "q 0.145034\n",
      "r 0.00377081\n",
      "s 0.00439353\n",
      "t 0.00453616\n",
      "u 0.0134273\n",
      "v 0.0182249\n",
      "w 0.00512842\n",
      "x 0.0093603\n",
      "y 0.0518013\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.005429\n",
      "b 0.000722283\n",
      "c 0.163912\n",
      "d 0.00103741\n",
      "e 0.000747175\n",
      "f 0.000361018\n",
      "g 0.0332699\n",
      "h 0.0191774\n",
      "i 0.00534176\n",
      "k 0.00692126\n",
      "l 0.0161482\n",
      "m 0.00418292\n",
      "n 0.00692247\n",
      "o 0.0425657\n",
      "p 0.248854\n",
      "q 0.335807\n",
      "r 0.00334463\n",
      "s 0.00477341\n",
      "t 0.00545091\n",
      "u 0.00881944\n",
      "v 0.0172146\n",
      "w 0.0102443\n",
      "x 0.00954414\n",
      "y 0.0492094\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00303777\n",
      "b 0.000998729\n",
      "c 0.162561\n",
      "d 0.00199403\n",
      "e 0.000766706\n",
      "f 0.000883191\n",
      "g 0.0428828\n",
      "h 0.0283919\n",
      "i 0.0128344\n",
      "k 0.0205074\n",
      "l 0.0296839\n",
      "m 0.00261725\n",
      "n 0.00378892\n",
      "o 0.0340085\n",
      "p 0.278221\n",
      "q 0.224328\n",
      "r 0.0060055\n",
      "s 0.00372987\n",
      "t 0.00307823\n",
      "u 0.0135337\n",
      "v 0.0353181\n",
      "w 0.0203932\n",
      "x 0.0115211\n",
      "y 0.0589143\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00188596\n",
      "b 0.000425423\n",
      "c 0.12591\n",
      "d 0.00116047\n",
      "e 0.000349202\n",
      "f 0.000427766\n",
      "g 0.0363734\n",
      "h 0.033927\n",
      "i 0.00729018\n",
      "k 0.0307882\n",
      "l 0.0637602\n",
      "m 0.000935478\n",
      "n 0.00167795\n",
      "o 0.0265885\n",
      "p 0.386688\n",
      "q 0.183052\n",
      "r 0.00413153\n",
      "s 0.00220475\n",
      "t 0.00182198\n",
      "u 0.009083\n",
      "v 0.0253204\n",
      "w 0.0112397\n",
      "x 0.00851182\n",
      "y 0.0364468\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00643654\n",
      "b 0.00100315\n",
      "c 0.130136\n",
      "d 0.00142988\n",
      "e 0.000647255\n",
      "f 0.000649907\n",
      "g 0.054118\n",
      "h 0.0518261\n",
      "i 0.00736807\n",
      "k 0.0212441\n",
      "l 0.0638431\n",
      "m 0.00242704\n",
      "n 0.00490804\n",
      "o 0.0291702\n",
      "p 0.300877\n",
      "q 0.238694\n",
      "r 0.00425487\n",
      "s 0.00361641\n",
      "t 0.00470438\n",
      "u 0.0107486\n",
      "v 0.0130314\n",
      "w 0.00630976\n",
      "x 0.0096333\n",
      "y 0.0329228\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00424526\n",
      "b 0.000491146\n",
      "c 0.172276\n",
      "d 0.000933977\n",
      "e 0.000406237\n",
      "f 0.000428039\n",
      "g 0.0351924\n",
      "h 0.0212066\n",
      "i 0.00436186\n",
      "k 0.0134522\n",
      "l 0.0625003\n",
      "m 0.00123657\n",
      "n 0.00234228\n",
      "o 0.0248658\n",
      "p 0.304567\n",
      "q 0.245896\n",
      "r 0.00199858\n",
      "s 0.00168175\n",
      "t 0.0031249\n",
      "u 0.00472463\n",
      "v 0.0152362\n",
      "w 0.00907819\n",
      "x 0.00498972\n",
      "y 0.0647648\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00796095\n",
      "b 0.000680614\n",
      "c 0.104672\n",
      "d 0.00334158\n",
      "e 0.00094802\n",
      "f 0.00132675\n",
      "g 0.0219867\n",
      "h 0.0182828\n",
      "i 0.0348893\n",
      "k 0.0554457\n",
      "l 0.244797\n",
      "m 0.00189619\n",
      "n 0.00368932\n",
      "o 0.0205634\n",
      "p 0.189689\n",
      "q 0.084843\n",
      "r 0.00494319\n",
      "s 0.00500298\n",
      "t 0.00656731\n",
      "u 0.0102098\n",
      "v 0.021318\n",
      "w 0.0105835\n",
      "x 0.0149425\n",
      "y 0.13142\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0147249\n",
      "b 0.000415328\n",
      "c 0.0333891\n",
      "d 0.000334204\n",
      "e 0.00204441\n",
      "f 0.000417195\n",
      "g 0.00933106\n",
      "h 0.0114185\n",
      "i 0.00905117\n",
      "k 0.00447736\n",
      "l 0.0102105\n",
      "m 0.00389493\n",
      "n 0.00599069\n",
      "o 0.0220271\n",
      "p 0.523502\n",
      "q 0.257498\n",
      "r 0.00068331\n",
      "s 0.0111871\n",
      "t 0.0166199\n",
      "u 0.000887598\n",
      "v 0.000693031\n",
      "w 0.000735352\n",
      "x 0.00515432\n",
      "y 0.055313\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.00188699\n",
      "b 0.00010806\n",
      "c 0.00769625\n",
      "d 6.20619e-05\n",
      "e 0.000266683\n",
      "f 7.55884e-05\n",
      "g 0.00309775\n",
      "h 0.00281762\n",
      "i 0.00140901\n",
      "k 0.00113836\n",
      "l 0.001479\n",
      "m 0.000857281\n",
      "n 0.00149825\n",
      "o 0.00610433\n",
      "p 0.748614\n",
      "q 0.20292\n",
      "r 0.000223008\n",
      "s 0.0021975\n",
      "t 0.00334003\n",
      "u 0.000265691\n",
      "v 0.000229965\n",
      "w 0.000313388\n",
      "x 0.00224719\n",
      "y 0.0111512\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00350299\n",
      "b 0.000144373\n",
      "c 0.0188648\n",
      "d 9.99849e-05\n",
      "e 0.000663231\n",
      "f 0.000291583\n",
      "g 0.00407273\n",
      "h 0.00392372\n",
      "i 0.0097817\n",
      "k 0.00227875\n",
      "l 0.00427598\n",
      "m 0.00205019\n",
      "n 0.00266709\n",
      "o 0.0149697\n",
      "p 0.715799\n",
      "q 0.140684\n",
      "r 0.000274853\n",
      "s 0.00699092\n",
      "t 0.00634982\n",
      "u 0.000262281\n",
      "v 0.000376839\n",
      "w 0.000618461\n",
      "x 0.00480201\n",
      "y 0.0562544\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00481249\n",
      "b 0.000191559\n",
      "c 0.0469989\n",
      "d 0.000174024\n",
      "e 0.000903914\n",
      "f 0.000317829\n",
      "g 0.00452704\n",
      "h 0.00380395\n",
      "i 0.0145288\n",
      "k 0.00295524\n",
      "l 0.00849076\n",
      "m 0.00322065\n",
      "n 0.00333672\n",
      "o 0.0382908\n",
      "p 0.533835\n",
      "q 0.237764\n",
      "r 0.000359432\n",
      "s 0.00741859\n",
      "t 0.00673917\n",
      "u 0.000414067\n",
      "v 0.000745122\n",
      "w 0.00101436\n",
      "x 0.00341206\n",
      "y 0.0757449\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00236019\n",
      "b 0.000133461\n",
      "c 0.0154425\n",
      "d 6.66417e-05\n",
      "e 0.00028285\n",
      "f 0.0001428\n",
      "g 0.00262727\n",
      "h 0.00427065\n",
      "i 0.00343721\n",
      "k 0.00144389\n",
      "l 0.00347237\n",
      "m 0.000747595\n",
      "n 0.000952795\n",
      "o 0.00793218\n",
      "p 0.676924\n",
      "q 0.246767\n",
      "r 0.000188223\n",
      "s 0.00248283\n",
      "t 0.00257388\n",
      "u 0.000263214\n",
      "v 0.000308966\n",
      "w 0.000451314\n",
      "x 0.00171411\n",
      "y 0.0250133\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00141325\n",
      "b 5.14279e-05\n",
      "c 0.0224295\n",
      "d 5.74287e-05\n",
      "e 0.000203052\n",
      "f 0.000101765\n",
      "g 0.00423862\n",
      "h 0.00321289\n",
      "i 0.00311553\n",
      "k 0.00218914\n",
      "l 0.00823385\n",
      "m 0.000668743\n",
      "n 0.00100258\n",
      "o 0.00952832\n",
      "p 0.740125\n",
      "q 0.141207\n",
      "r 0.000198174\n",
      "s 0.00175569\n",
      "t 0.00247658\n",
      "u 0.000188095\n",
      "v 0.000596758\n",
      "w 0.000771834\n",
      "x 0.00225779\n",
      "y 0.0539764\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00302018\n",
      "b 0.000212196\n",
      "c 0.029125\n",
      "d 0.000257489\n",
      "e 0.000308717\n",
      "f 0.000476961\n",
      "g 0.00595993\n",
      "h 0.00820173\n",
      "i 0.0199156\n",
      "k 0.0165083\n",
      "l 0.0372092\n",
      "m 0.000674518\n",
      "n 0.000929712\n",
      "o 0.0103437\n",
      "p 0.61892\n",
      "q 0.138395\n",
      "r 0.000636952\n",
      "s 0.00268646\n",
      "t 0.00289811\n",
      "u 0.000932354\n",
      "v 0.00247471\n",
      "w 0.00284458\n",
      "x 0.00343172\n",
      "y 0.0936366\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00156295\n",
      "b 6.2109e-05\n",
      "c 0.0129249\n",
      "d 5.12725e-05\n",
      "e 0.000187913\n",
      "f 6.89413e-05\n",
      "g 0.00303925\n",
      "h 0.00388828\n",
      "i 0.00191864\n",
      "k 0.00116941\n",
      "l 0.00398976\n",
      "m 0.000600615\n",
      "n 0.000862784\n",
      "o 0.00432143\n",
      "p 0.640707\n",
      "q 0.276939\n",
      "r 0.000187662\n",
      "s 0.00151956\n",
      "t 0.00198209\n",
      "u 0.000250376\n",
      "v 0.000529333\n",
      "w 0.00065312\n",
      "x 0.00159646\n",
      "y 0.0409873\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00264068\n",
      "b 0.000199329\n",
      "c 0.309467\n",
      "d 0.000382807\n",
      "e 0.000436513\n",
      "f 0.000424622\n",
      "g 0.0410852\n",
      "h 0.0210359\n",
      "i 0.00683614\n",
      "k 0.0053247\n",
      "l 0.030212\n",
      "m 0.00077923\n",
      "n 0.00126087\n",
      "o 0.0335878\n",
      "p 0.299236\n",
      "q 0.13568\n",
      "r 0.000837897\n",
      "s 0.00199941\n",
      "t 0.00234862\n",
      "u 0.000694963\n",
      "v 0.00258436\n",
      "w 0.00224551\n",
      "x 0.00556389\n",
      "y 0.0951366\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00516753\n",
      "b 0.000301378\n",
      "c 0.235568\n",
      "d 0.000352349\n",
      "e 0.000525385\n",
      "f 0.000297962\n",
      "g 0.0675408\n",
      "h 0.048634\n",
      "i 0.00135902\n",
      "k 0.00354469\n",
      "l 0.0242125\n",
      "m 0.000588471\n",
      "n 0.00129687\n",
      "o 0.016629\n",
      "p 0.271045\n",
      "q 0.262745\n",
      "r 0.000626053\n",
      "s 0.00117967\n",
      "t 0.00322641\n",
      "u 0.000668718\n",
      "v 0.00151669\n",
      "w 0.00123106\n",
      "x 0.00283619\n",
      "y 0.0489069\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00522834\n",
      "b 0.000133929\n",
      "c 0.0133755\n",
      "d 9.29555e-05\n",
      "e 0.000449559\n",
      "f 8.85983e-05\n",
      "g 0.0197755\n",
      "h 0.0101559\n",
      "i 0.00111109\n",
      "k 0.00279548\n",
      "l 0.00235109\n",
      "m 0.00110922\n",
      "n 0.0036359\n",
      "o 0.00690904\n",
      "p 0.676382\n",
      "q 0.21717\n",
      "r 0.00048182\n",
      "s 0.00355118\n",
      "t 0.0109162\n",
      "u 0.00031288\n",
      "v 0.00027545\n",
      "w 0.000370007\n",
      "x 0.00585635\n",
      "y 0.0174724\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00590634\n",
      "b 0.000574812\n",
      "c 0.0209197\n",
      "d 0.000152325\n",
      "e 0.000836993\n",
      "f 0.000159881\n",
      "g 0.0286016\n",
      "h 0.0247121\n",
      "i 0.000537419\n",
      "k 0.00391558\n",
      "l 0.00214232\n",
      "m 0.00234568\n",
      "n 0.00781745\n",
      "o 0.012515\n",
      "p 0.66073\n",
      "q 0.193243\n",
      "r 0.00154936\n",
      "s 0.00441589\n",
      "t 0.0122505\n",
      "u 0.00162775\n",
      "v 0.000643216\n",
      "w 0.00050439\n",
      "x 0.00891329\n",
      "y 0.00498544\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00893107\n",
      "b 0.000802487\n",
      "c 0.0291003\n",
      "d 0.000154479\n",
      "e 0.000873093\n",
      "f 0.000152189\n",
      "g 0.0179159\n",
      "h 0.0368079\n",
      "i 0.000719098\n",
      "k 0.00848729\n",
      "l 0.00794528\n",
      "m 0.00198045\n",
      "n 0.00523762\n",
      "o 0.00875363\n",
      "p 0.50195\n",
      "q 0.341767\n",
      "r 0.00182724\n",
      "s 0.00390467\n",
      "t 0.00832225\n",
      "u 0.00340765\n",
      "v 0.00122477\n",
      "w 0.000573055\n",
      "x 0.00310537\n",
      "y 0.00605651\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00342205\n",
      "b 0.000277197\n",
      "c 0.0102928\n",
      "d 3.18961e-05\n",
      "e 0.000179195\n",
      "f 8.87505e-05\n",
      "g 0.0135548\n",
      "h 0.0207956\n",
      "i 0.000530221\n",
      "k 0.00268918\n",
      "l 0.00108767\n",
      "m 0.000301051\n",
      "n 0.000766841\n",
      "o 0.00469752\n",
      "p 0.676732\n",
      "q 0.252366\n",
      "r 0.000238781\n",
      "s 0.00125312\n",
      "t 0.00341596\n",
      "u 0.000275491\n",
      "v 0.000180038\n",
      "w 0.000299181\n",
      "x 0.00133104\n",
      "y 0.005193\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00180113\n",
      "b 0.000361157\n",
      "c 0.0542465\n",
      "d 8.25085e-05\n",
      "e 0.000217081\n",
      "f 0.000135162\n",
      "g 0.0269166\n",
      "h 0.0338495\n",
      "i 0.000582213\n",
      "k 0.00254884\n",
      "l 0.00185096\n",
      "m 0.000318517\n",
      "n 0.000578883\n",
      "o 0.0069626\n",
      "p 0.359041\n",
      "q 0.500774\n",
      "r 0.000467315\n",
      "s 0.000634282\n",
      "t 0.00120007\n",
      "u 0.000425531\n",
      "v 0.00036721\n",
      "w 0.000369601\n",
      "x 0.000947088\n",
      "y 0.00532175\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00147191\n",
      "b 0.00124499\n",
      "c 0.0367025\n",
      "d 0.00011397\n",
      "e 0.000259579\n",
      "f 0.000382253\n",
      "g 0.0209208\n",
      "h 0.0429792\n",
      "i 0.000597884\n",
      "k 0.00337193\n",
      "l 0.00123261\n",
      "m 0.000259929\n",
      "n 0.000415756\n",
      "o 0.0049236\n",
      "p 0.505795\n",
      "q 0.368043\n",
      "r 0.000851488\n",
      "s 0.000572211\n",
      "t 0.00102797\n",
      "u 0.00111781\n",
      "v 0.000811065\n",
      "w 0.0010726\n",
      "x 0.00113873\n",
      "y 0.00469283\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0165025\n",
      "b 0.00116661\n",
      "c 0.0906189\n",
      "d 0.000248294\n",
      "e 0.00101994\n",
      "f 0.000503264\n",
      "g 0.0425206\n",
      "h 0.0931076\n",
      "i 0.00132423\n",
      "k 0.00195194\n",
      "l 0.00401632\n",
      "m 0.000789022\n",
      "n 0.00129151\n",
      "o 0.013518\n",
      "p 0.167574\n",
      "q 0.527818\n",
      "r 0.000399012\n",
      "s 0.00201336\n",
      "t 0.00607233\n",
      "u 0.000584751\n",
      "v 0.000408616\n",
      "w 0.000623662\n",
      "x 0.000913181\n",
      "y 0.025014\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0196366\n",
      "b 0.00315298\n",
      "c 0.159315\n",
      "d 0.00116515\n",
      "e 0.00758726\n",
      "f 0.0031372\n",
      "g 0.14677\n",
      "h 0.0971894\n",
      "i 0.0204538\n",
      "k 0.0169689\n",
      "l 0.00457235\n",
      "m 0.00550062\n",
      "n 0.00708022\n",
      "o 0.092404\n",
      "p 0.154231\n",
      "q 0.114296\n",
      "r 0.00235708\n",
      "s 0.020362\n",
      "t 0.0212192\n",
      "u 0.00191961\n",
      "v 0.00261829\n",
      "w 0.00520038\n",
      "x 0.00780918\n",
      "y 0.0850535\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00890532\n",
      "b 0.000616635\n",
      "c 0.238571\n",
      "d 0.00114426\n",
      "e 0.00314608\n",
      "f 0.00312192\n",
      "g 0.0394913\n",
      "h 0.0267686\n",
      "i 0.0280771\n",
      "k 0.0072949\n",
      "l 0.0234182\n",
      "m 0.00211493\n",
      "n 0.00210201\n",
      "o 0.0279332\n",
      "p 0.0814931\n",
      "q 0.0902387\n",
      "r 0.000690317\n",
      "s 0.00411156\n",
      "t 0.00655218\n",
      "u 0.000494605\n",
      "v 0.0021123\n",
      "w 0.0036135\n",
      "x 0.00300332\n",
      "y 0.394985\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0130162\n",
      "b 0.00323373\n",
      "c 0.0918286\n",
      "d 0.00337357\n",
      "e 0.0347436\n",
      "f 0.00820804\n",
      "g 0.0296748\n",
      "h 0.0184919\n",
      "i 0.138774\n",
      "k 0.0169455\n",
      "l 0.00835981\n",
      "m 0.0807039\n",
      "n 0.0591826\n",
      "o 0.038202\n",
      "p 0.0988046\n",
      "q 0.123236\n",
      "r 0.00907928\n",
      "s 0.052931\n",
      "t 0.0241889\n",
      "u 0.00528099\n",
      "v 0.00395609\n",
      "w 0.00330939\n",
      "x 0.0209496\n",
      "y 0.113526\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00770702\n",
      "b 0.00198825\n",
      "c 0.321719\n",
      "d 0.00589718\n",
      "e 0.0466498\n",
      "f 0.00491234\n",
      "g 0.0228049\n",
      "h 0.0191951\n",
      "i 0.0803654\n",
      "k 0.00957488\n",
      "l 0.0205174\n",
      "m 0.0855536\n",
      "n 0.0483775\n",
      "o 0.121758\n",
      "p 0.0172299\n",
      "q 0.0328029\n",
      "r 0.00926148\n",
      "s 0.0376318\n",
      "t 0.0112392\n",
      "u 0.00882214\n",
      "v 0.0103896\n",
      "w 0.00352791\n",
      "x 0.0101827\n",
      "y 0.0618923\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000889116\n",
      "b 0.000144683\n",
      "c 0.114407\n",
      "d 0.0060507\n",
      "e 0.00451034\n",
      "f 0.00814481\n",
      "g 0.00400452\n",
      "h 0.00469\n",
      "i 0.219487\n",
      "k 0.0175602\n",
      "l 0.378025\n",
      "m 0.0046711\n",
      "n 0.00326235\n",
      "o 0.0111877\n",
      "p 0.00448565\n",
      "q 0.0019145\n",
      "r 0.00274736\n",
      "s 0.00318337\n",
      "t 0.00143089\n",
      "u 0.00171269\n",
      "v 0.0100983\n",
      "w 0.00313374\n",
      "x 0.00504363\n",
      "y 0.189215\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00228253\n",
      "b 7.30658e-05\n",
      "c 0.0435016\n",
      "d 0.00146218\n",
      "e 0.000352342\n",
      "f 0.000871111\n",
      "g 0.0240001\n",
      "h 0.0921806\n",
      "i 0.00418834\n",
      "k 0.00834135\n",
      "l 0.783423\n",
      "m 0.000280722\n",
      "n 0.000813789\n",
      "o 0.00147504\n",
      "p 0.00513242\n",
      "q 0.00592327\n",
      "r 0.000578124\n",
      "s 0.000427376\n",
      "t 0.000948314\n",
      "u 0.000685171\n",
      "v 0.000889873\n",
      "w 0.000201986\n",
      "x 0.00194044\n",
      "y 0.020027\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0015775\n",
      "b 2.70893e-05\n",
      "c 0.0192199\n",
      "d 0.000831957\n",
      "e 0.000139136\n",
      "f 0.000272546\n",
      "g 0.0106349\n",
      "h 0.0347358\n",
      "i 0.00261419\n",
      "k 0.00577577\n",
      "l 0.902016\n",
      "m 0.000138227\n",
      "n 0.000378299\n",
      "o 0.000775376\n",
      "p 0.0019507\n",
      "q 0.00356527\n",
      "r 0.000225535\n",
      "s 0.000180742\n",
      "t 0.000469933\n",
      "u 0.000338112\n",
      "v 0.000556252\n",
      "w 0.000120175\n",
      "x 0.00042673\n",
      "y 0.0130303\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00149668\n",
      "b 7.60639e-05\n",
      "c 0.0507309\n",
      "d 0.00136644\n",
      "e 0.00030625\n",
      "f 0.000642152\n",
      "g 0.0563707\n",
      "h 0.210336\n",
      "i 0.00187341\n",
      "k 0.00725488\n",
      "l 0.646058\n",
      "m 0.000264247\n",
      "n 0.00075518\n",
      "o 0.00260117\n",
      "p 0.00393393\n",
      "q 0.00505054\n",
      "r 0.000508265\n",
      "s 0.000285393\n",
      "t 0.000608324\n",
      "u 0.000587467\n",
      "v 0.000727909\n",
      "w 0.000158228\n",
      "x 0.00107343\n",
      "y 0.00693423\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000971635\n",
      "b 3.19582e-05\n",
      "c 0.00848031\n",
      "d 0.000709445\n",
      "e 0.000138168\n",
      "f 0.000388058\n",
      "g 0.0676649\n",
      "h 0.146293\n",
      "i 0.000963514\n",
      "k 0.0178393\n",
      "l 0.740104\n",
      "m 9.27571e-05\n",
      "n 0.000501323\n",
      "o 0.00046606\n",
      "p 0.00346586\n",
      "q 0.000981902\n",
      "r 0.00047276\n",
      "s 0.000140667\n",
      "t 0.00068403\n",
      "u 0.000404237\n",
      "v 0.000658537\n",
      "w 0.000158384\n",
      "x 0.00151007\n",
      "y 0.00687908\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0538193\n",
      "b 0.00034528\n",
      "c 0.00801964\n",
      "d 0.00390584\n",
      "e 0.0028862\n",
      "f 0.000372976\n",
      "g 0.120438\n",
      "h 0.103044\n",
      "i 0.0089915\n",
      "k 0.10331\n",
      "l 0.171539\n",
      "m 0.00726702\n",
      "n 0.0671883\n",
      "o 0.00561278\n",
      "p 0.0237819\n",
      "q 0.00867555\n",
      "r 0.0147125\n",
      "s 0.0340863\n",
      "t 0.110198\n",
      "u 0.0167649\n",
      "v 0.00404698\n",
      "w 0.00102155\n",
      "x 0.103492\n",
      "y 0.0264796\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0484368\n",
      "b 9.31118e-05\n",
      "c 0.0218325\n",
      "d 0.00196839\n",
      "e 0.0100201\n",
      "f 0.000357983\n",
      "g 0.0568393\n",
      "h 0.0316005\n",
      "i 0.00894457\n",
      "k 0.00699702\n",
      "l 0.201593\n",
      "m 0.0460256\n",
      "n 0.195228\n",
      "o 0.0173476\n",
      "p 0.0339862\n",
      "q 0.017254\n",
      "r 0.00211144\n",
      "s 0.042086\n",
      "t 0.136817\n",
      "u 0.00130818\n",
      "v 0.000669502\n",
      "w 0.000209081\n",
      "x 0.0408984\n",
      "y 0.0773755\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00555212\n",
      "b 7.43268e-05\n",
      "c 0.0535118\n",
      "d 0.00353606\n",
      "e 0.00594488\n",
      "f 0.00065461\n",
      "g 0.0811198\n",
      "h 0.0521244\n",
      "i 0.00585096\n",
      "k 0.0196602\n",
      "l 0.512299\n",
      "m 0.0136004\n",
      "n 0.0536514\n",
      "o 0.00916059\n",
      "p 0.0278019\n",
      "q 0.00895885\n",
      "r 0.00848359\n",
      "s 0.00977719\n",
      "t 0.0203422\n",
      "u 0.00358736\n",
      "v 0.00381492\n",
      "w 0.00053099\n",
      "x 0.0506856\n",
      "y 0.0492768\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00100845\n",
      "b 0.000627959\n",
      "c 0.105311\n",
      "d 0.00278861\n",
      "e 0.0050275\n",
      "f 0.00145487\n",
      "g 0.163228\n",
      "h 0.0524304\n",
      "i 0.00569025\n",
      "k 0.0805611\n",
      "l 0.0957707\n",
      "m 0.0357955\n",
      "n 0.0722457\n",
      "o 0.0541082\n",
      "p 0.148692\n",
      "q 0.03848\n",
      "r 0.0483903\n",
      "s 0.00558115\n",
      "t 0.00710189\n",
      "u 0.0169508\n",
      "v 0.018903\n",
      "w 0.00343752\n",
      "x 0.0278257\n",
      "y 0.00858895\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00380028\n",
      "b 0.000672413\n",
      "c 0.0311246\n",
      "d 0.00184145\n",
      "e 0.00144837\n",
      "f 0.00144032\n",
      "g 0.0772104\n",
      "h 0.437747\n",
      "i 0.0138538\n",
      "k 0.0171644\n",
      "l 0.0409356\n",
      "m 0.00351051\n",
      "n 0.00511978\n",
      "o 0.00677281\n",
      "p 0.0900522\n",
      "q 0.213964\n",
      "r 0.00537554\n",
      "s 0.00344468\n",
      "t 0.00289654\n",
      "u 0.00666336\n",
      "v 0.00319787\n",
      "w 0.00122651\n",
      "x 0.00645587\n",
      "y 0.024081\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00181132\n",
      "b 0.0006986\n",
      "c 0.116739\n",
      "d 0.13951\n",
      "e 0.0157801\n",
      "f 0.004422\n",
      "g 0.0337037\n",
      "h 0.0307292\n",
      "i 0.0193189\n",
      "k 0.0293315\n",
      "l 0.315607\n",
      "m 0.0112999\n",
      "n 0.014373\n",
      "o 0.0115198\n",
      "p 0.00592137\n",
      "q 0.0153034\n",
      "r 0.0607905\n",
      "s 0.00255189\n",
      "t 0.00300756\n",
      "u 0.0584624\n",
      "v 0.0661663\n",
      "w 0.00525411\n",
      "x 0.0112499\n",
      "y 0.0264489\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00421355\n",
      "b 0.000123217\n",
      "c 0.0378203\n",
      "d 0.0210075\n",
      "e 0.00377173\n",
      "f 0.000987283\n",
      "g 0.125315\n",
      "h 0.234622\n",
      "i 0.00371938\n",
      "k 0.0144467\n",
      "l 0.474359\n",
      "m 0.00225214\n",
      "n 0.00815634\n",
      "o 0.0030079\n",
      "p 0.005538\n",
      "q 0.00863003\n",
      "r 0.00890979\n",
      "s 0.00175194\n",
      "t 0.00432655\n",
      "u 0.00595675\n",
      "v 0.00360407\n",
      "w 0.000364727\n",
      "x 0.0111707\n",
      "y 0.0159454\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00232966\n",
      "b 0.000391283\n",
      "c 0.0247449\n",
      "d 0.0679096\n",
      "e 0.00546925\n",
      "f 0.00207706\n",
      "g 0.050427\n",
      "h 0.0667409\n",
      "i 0.00628222\n",
      "k 0.040474\n",
      "l 0.579286\n",
      "m 0.00473695\n",
      "n 0.0118731\n",
      "o 0.00244315\n",
      "p 0.00244638\n",
      "q 0.00609522\n",
      "r 0.0435984\n",
      "s 0.00116758\n",
      "t 0.00285826\n",
      "u 0.0406708\n",
      "v 0.0216638\n",
      "w 0.00138494\n",
      "x 0.00647442\n",
      "y 0.00845558\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00626813\n",
      "b 0.00358142\n",
      "c 0.0771476\n",
      "d 0.0172485\n",
      "e 0.0153899\n",
      "f 0.00527427\n",
      "g 0.104605\n",
      "h 0.140518\n",
      "i 0.0145374\n",
      "k 0.0399515\n",
      "l 0.119133\n",
      "m 0.0501742\n",
      "n 0.0711961\n",
      "o 0.0175558\n",
      "p 0.0269903\n",
      "q 0.0660511\n",
      "r 0.0553174\n",
      "s 0.00671144\n",
      "t 0.0106847\n",
      "u 0.073082\n",
      "v 0.0379265\n",
      "w 0.00646753\n",
      "x 0.0113184\n",
      "y 0.0228697\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0015325\n",
      "b 0.00337342\n",
      "c 0.00732517\n",
      "d 0.00164469\n",
      "e 0.00837081\n",
      "f 0.000713304\n",
      "g 0.135062\n",
      "h 0.0158575\n",
      "i 0.00218001\n",
      "k 0.0412732\n",
      "l 0.000130353\n",
      "m 0.0416025\n",
      "n 0.155361\n",
      "o 0.0355001\n",
      "p 0.0987092\n",
      "q 0.0136153\n",
      "r 0.146516\n",
      "s 0.0393642\n",
      "t 0.0293012\n",
      "u 0.0415974\n",
      "v 0.00489026\n",
      "w 0.00169466\n",
      "x 0.174041\n",
      "y 0.000344709\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0052771\n",
      "b 0.00199862\n",
      "c 0.170852\n",
      "d 0.00167493\n",
      "e 0.00303577\n",
      "f 0.000695172\n",
      "g 0.242963\n",
      "h 0.304646\n",
      "i 0.00185981\n",
      "k 0.031796\n",
      "l 0.0201835\n",
      "m 0.0054211\n",
      "n 0.0180413\n",
      "o 0.0525638\n",
      "p 0.0135386\n",
      "q 0.0136708\n",
      "r 0.0230747\n",
      "s 0.0158877\n",
      "t 0.00784237\n",
      "u 0.0313975\n",
      "v 0.00766208\n",
      "w 0.00115258\n",
      "x 0.0230558\n",
      "y 0.00170895\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00201112\n",
      "b 0.00523944\n",
      "c 0.781158\n",
      "d 0.00359459\n",
      "e 0.00218843\n",
      "f 0.00135095\n",
      "g 0.00817704\n",
      "h 0.0086047\n",
      "i 0.00108493\n",
      "k 0.00450469\n",
      "l 0.0101876\n",
      "m 0.0035296\n",
      "n 0.00559772\n",
      "o 0.058304\n",
      "p 0.00643578\n",
      "q 0.0142099\n",
      "r 0.0130489\n",
      "s 0.00455476\n",
      "t 0.00175105\n",
      "u 0.0393431\n",
      "v 0.0127426\n",
      "w 0.00185783\n",
      "x 0.00949114\n",
      "y 0.00103208\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000273789\n",
      "b 8.98191e-05\n",
      "c 0.909114\n",
      "d 0.000777562\n",
      "e 0.000468642\n",
      "f 4.64794e-05\n",
      "g 0.00466475\n",
      "h 0.0010098\n",
      "i 0.000135797\n",
      "k 0.0006636\n",
      "l 0.00652353\n",
      "m 0.000707458\n",
      "n 0.00123516\n",
      "o 0.0507167\n",
      "p 0.00201163\n",
      "q 0.00666033\n",
      "r 0.00156986\n",
      "s 0.000660278\n",
      "t 0.000426462\n",
      "u 0.00233099\n",
      "v 0.006744\n",
      "w 0.000680442\n",
      "x 0.00124002\n",
      "y 0.00124904\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000358354\n",
      "b 2.78838e-05\n",
      "c 0.878271\n",
      "d 0.000880139\n",
      "e 0.000258701\n",
      "f 2.31224e-05\n",
      "g 0.00532013\n",
      "h 0.00075281\n",
      "i 0.000124067\n",
      "k 0.000569551\n",
      "l 0.0131119\n",
      "m 0.00053729\n",
      "n 0.00114335\n",
      "o 0.0598877\n",
      "p 0.00545128\n",
      "q 0.0205923\n",
      "r 0.000866601\n",
      "s 0.000458372\n",
      "t 0.000605057\n",
      "u 0.00104587\n",
      "v 0.00475987\n",
      "w 0.000608607\n",
      "x 0.00132342\n",
      "y 0.00302285\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0153927\n",
      "b 6.90047e-05\n",
      "c 0.0455869\n",
      "d 0.00372843\n",
      "e 0.0028114\n",
      "f 9.50308e-05\n",
      "g 0.0299909\n",
      "h 0.00530242\n",
      "i 0.00250419\n",
      "k 0.00515679\n",
      "l 0.047103\n",
      "m 0.0146143\n",
      "n 0.0611906\n",
      "o 0.0437797\n",
      "p 0.259511\n",
      "q 0.258501\n",
      "r 0.0034666\n",
      "s 0.0170575\n",
      "t 0.0711353\n",
      "u 0.00307446\n",
      "v 0.00424577\n",
      "w 0.00148207\n",
      "x 0.0339163\n",
      "y 0.0702839\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00424377\n",
      "b 5.2968e-05\n",
      "c 0.0759995\n",
      "d 0.000837748\n",
      "e 0.000844825\n",
      "f 0.000156409\n",
      "g 0.0271551\n",
      "h 0.000787667\n",
      "i 0.0112227\n",
      "k 0.00575095\n",
      "l 0.0139103\n",
      "m 0.00978264\n",
      "n 0.020575\n",
      "o 0.103367\n",
      "p 0.177287\n",
      "q 0.111572\n",
      "r 0.000883345\n",
      "s 0.00660143\n",
      "t 0.0257412\n",
      "u 0.000444787\n",
      "v 0.00554257\n",
      "w 0.0103573\n",
      "x 0.010141\n",
      "y 0.376743\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00555403\n",
      "b 0.000417878\n",
      "c 0.00653455\n",
      "d 0.00143798\n",
      "e 0.0139098\n",
      "f 0.001043\n",
      "g 0.00240469\n",
      "h 0.000303624\n",
      "i 0.0358253\n",
      "k 0.00106446\n",
      "l 0.000850704\n",
      "m 0.280174\n",
      "n 0.163753\n",
      "o 0.024096\n",
      "p 0.0543331\n",
      "q 0.148812\n",
      "r 0.00139563\n",
      "s 0.0153596\n",
      "t 0.0421198\n",
      "u 0.000885096\n",
      "v 0.00180019\n",
      "w 0.00467966\n",
      "x 0.00369469\n",
      "y 0.189552\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00341369\n",
      "b 0.000214409\n",
      "c 0.0624245\n",
      "d 0.00253176\n",
      "e 0.00523133\n",
      "f 0.00166532\n",
      "g 0.00985251\n",
      "h 0.00222152\n",
      "i 0.0179153\n",
      "k 0.0032986\n",
      "l 0.0167133\n",
      "m 0.0131174\n",
      "n 0.0129388\n",
      "o 0.0181731\n",
      "p 0.170051\n",
      "q 0.239826\n",
      "r 0.00155992\n",
      "s 0.00379909\n",
      "t 0.0117527\n",
      "u 0.000617496\n",
      "v 0.00274511\n",
      "w 0.00359922\n",
      "x 0.00519084\n",
      "y 0.391147\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00510571\n",
      "b 0.000306681\n",
      "c 0.0130158\n",
      "d 0.00343976\n",
      "e 0.00956894\n",
      "f 0.00179602\n",
      "g 0.00226634\n",
      "h 0.000321474\n",
      "i 0.0486218\n",
      "k 0.00278146\n",
      "l 0.00578065\n",
      "m 0.0954477\n",
      "n 0.0729429\n",
      "o 0.018152\n",
      "p 0.0413891\n",
      "q 0.0771034\n",
      "r 0.00197413\n",
      "s 0.00961926\n",
      "t 0.0338973\n",
      "u 0.00142654\n",
      "v 0.00654814\n",
      "w 0.0122766\n",
      "x 0.00557318\n",
      "y 0.530645\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00799622\n",
      "b 0.000652988\n",
      "c 0.00770083\n",
      "d 0.000978879\n",
      "e 0.00631643\n",
      "f 0.00186646\n",
      "g 0.00976865\n",
      "h 0.00131407\n",
      "i 0.0329832\n",
      "k 0.00112613\n",
      "l 0.000926893\n",
      "m 0.145286\n",
      "n 0.11769\n",
      "o 0.0249672\n",
      "p 0.0872282\n",
      "q 0.164515\n",
      "r 0.000961049\n",
      "s 0.0159723\n",
      "t 0.0480268\n",
      "u 0.000683447\n",
      "v 0.00152323\n",
      "w 0.00808639\n",
      "x 0.00741828\n",
      "y 0.306012\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00716278\n",
      "b 0.000239169\n",
      "c 0.0264357\n",
      "d 0.000398508\n",
      "e 0.00093315\n",
      "f 0.000669175\n",
      "g 0.0744766\n",
      "h 0.00499727\n",
      "i 0.0165879\n",
      "k 0.012049\n",
      "l 0.0142508\n",
      "m 0.00700916\n",
      "n 0.0151568\n",
      "o 0.00699258\n",
      "p 0.0851854\n",
      "q 0.0381649\n",
      "r 0.00131261\n",
      "s 0.00479002\n",
      "t 0.0171447\n",
      "u 0.000873007\n",
      "v 0.00495393\n",
      "w 0.0102827\n",
      "x 0.0143148\n",
      "y 0.635619\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.52926e-05\n",
      "b 3.91066e-05\n",
      "c 0.943052\n",
      "d 0.000445355\n",
      "e 0.000109556\n",
      "f 2.78318e-05\n",
      "g 0.000958991\n",
      "h 0.000172432\n",
      "i 5.7721e-05\n",
      "k 0.000187627\n",
      "l 0.00116746\n",
      "m 7.91575e-05\n",
      "n 9.61152e-05\n",
      "o 0.0473735\n",
      "p 0.000136499\n",
      "q 0.000321128\n",
      "r 0.000599298\n",
      "s 0.000125153\n",
      "t 3.15757e-05\n",
      "u 0.00090381\n",
      "v 0.00338479\n",
      "w 0.000255493\n",
      "x 0.000325607\n",
      "y 0.000124485\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000360616\n",
      "b 0.000175698\n",
      "c 0.88398\n",
      "d 0.00150875\n",
      "e 0.00101497\n",
      "f 0.00015452\n",
      "g 0.00670273\n",
      "h 0.00144093\n",
      "i 0.000453771\n",
      "k 0.00103458\n",
      "l 0.00659898\n",
      "m 0.00108214\n",
      "n 0.00148601\n",
      "o 0.0679975\n",
      "p 0.00150015\n",
      "q 0.00302503\n",
      "r 0.00230078\n",
      "s 0.00118522\n",
      "t 0.000532234\n",
      "u 0.0032478\n",
      "v 0.00914765\n",
      "w 0.00107608\n",
      "x 0.00199462\n",
      "y 0.00199883\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00197424\n",
      "b 0.000262451\n",
      "c 0.664997\n",
      "d 0.00548506\n",
      "e 0.00360439\n",
      "f 0.000289803\n",
      "g 0.0793649\n",
      "h 0.0179592\n",
      "i 0.000853012\n",
      "k 0.00524168\n",
      "l 0.0345782\n",
      "m 0.00363501\n",
      "n 0.0104612\n",
      "o 0.121001\n",
      "p 0.00387801\n",
      "q 0.0065157\n",
      "r 0.00806578\n",
      "s 0.00431239\n",
      "t 0.00394935\n",
      "u 0.00559474\n",
      "v 0.00495762\n",
      "w 0.000484088\n",
      "x 0.0102331\n",
      "y 0.00230232\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.000294029\n",
      "b 0.00084532\n",
      "c 0.428736\n",
      "d 0.0321442\n",
      "e 0.000780633\n",
      "f 0.00118454\n",
      "g 0.011388\n",
      "h 0.00238664\n",
      "i 0.00147115\n",
      "k 0.0382058\n",
      "l 0.100391\n",
      "m 0.000441326\n",
      "n 0.0012278\n",
      "o 0.0206436\n",
      "p 0.00139337\n",
      "q 0.00104063\n",
      "r 0.0597409\n",
      "s 0.000682861\n",
      "t 0.000559904\n",
      "u 0.0980934\n",
      "v 0.176926\n",
      "w 0.00983124\n",
      "x 0.0100776\n",
      "y 0.00151447\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000172092\n",
      "b 0.00158312\n",
      "c 0.0999712\n",
      "d 0.00739334\n",
      "e 0.000475364\n",
      "f 0.000787596\n",
      "g 0.00300143\n",
      "h 0.00202699\n",
      "i 0.00172426\n",
      "k 0.0687103\n",
      "l 0.0248965\n",
      "m 0.000766765\n",
      "n 0.00150697\n",
      "o 0.00945862\n",
      "p 0.00170512\n",
      "q 0.00193745\n",
      "r 0.155778\n",
      "s 0.000981178\n",
      "t 0.000405864\n",
      "u 0.354754\n",
      "v 0.243816\n",
      "w 0.0110189\n",
      "x 0.00657642\n",
      "y 0.000552666\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00110015\n",
      "b 0.0148652\n",
      "c 0.122914\n",
      "d 0.0104383\n",
      "e 0.00348506\n",
      "f 0.0025786\n",
      "g 0.00506574\n",
      "h 0.0046632\n",
      "i 0.00334396\n",
      "k 0.0124789\n",
      "l 0.00252425\n",
      "m 0.016342\n",
      "n 0.0178352\n",
      "o 0.0437748\n",
      "p 0.0201914\n",
      "q 0.0642696\n",
      "r 0.111882\n",
      "s 0.00777241\n",
      "t 0.00272482\n",
      "u 0.393289\n",
      "v 0.109376\n",
      "w 0.0164813\n",
      "x 0.0115187\n",
      "y 0.00108415\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00677804\n",
      "b 0.00158863\n",
      "c 0.00505173\n",
      "d 0.000296715\n",
      "e 0.00264805\n",
      "f 0.000672461\n",
      "g 0.0322743\n",
      "h 0.123763\n",
      "i 0.00305709\n",
      "k 0.00631706\n",
      "l 0.0007375\n",
      "m 0.00721399\n",
      "n 0.0186442\n",
      "o 0.00483527\n",
      "p 0.440321\n",
      "q 0.267178\n",
      "r 0.00667614\n",
      "s 0.0211751\n",
      "t 0.0171947\n",
      "u 0.00492155\n",
      "v 0.000409003\n",
      "w 0.000305359\n",
      "x 0.0244334\n",
      "y 0.0035082\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00295971\n",
      "b 0.000912107\n",
      "c 0.0872036\n",
      "d 0.00124244\n",
      "e 0.0284257\n",
      "f 0.000458034\n",
      "g 0.0277761\n",
      "h 0.143011\n",
      "i 0.00375399\n",
      "k 0.00227707\n",
      "l 0.00064914\n",
      "m 0.0342526\n",
      "n 0.0274759\n",
      "o 0.094869\n",
      "p 0.0869527\n",
      "q 0.369923\n",
      "r 0.0144559\n",
      "s 0.0404779\n",
      "t 0.00779813\n",
      "u 0.00778002\n",
      "v 0.00105675\n",
      "w 0.000246354\n",
      "x 0.0131462\n",
      "y 0.00289676\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0049048\n",
      "b 0.000720632\n",
      "c 0.15615\n",
      "d 0.00623846\n",
      "e 0.152263\n",
      "f 0.00279336\n",
      "g 0.0224474\n",
      "h 0.0329696\n",
      "i 0.045534\n",
      "k 0.00638552\n",
      "l 0.0022321\n",
      "m 0.0316975\n",
      "n 0.0228594\n",
      "o 0.134994\n",
      "p 0.0962228\n",
      "q 0.0514012\n",
      "r 0.0151645\n",
      "s 0.128388\n",
      "t 0.0169347\n",
      "u 0.00311759\n",
      "v 0.000858839\n",
      "w 0.000247452\n",
      "x 0.0491618\n",
      "y 0.0163135\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00140305\n",
      "b 0.000332786\n",
      "c 0.314645\n",
      "d 0.00242888\n",
      "e 0.0201966\n",
      "f 0.00335241\n",
      "g 0.192811\n",
      "h 0.0971883\n",
      "i 0.0137294\n",
      "k 0.0240482\n",
      "l 0.0169995\n",
      "m 0.00484629\n",
      "n 0.00722946\n",
      "o 0.0469502\n",
      "p 0.119532\n",
      "q 0.0116618\n",
      "r 0.0133944\n",
      "s 0.0118045\n",
      "t 0.00546262\n",
      "u 0.00169678\n",
      "v 0.00192508\n",
      "w 0.000501238\n",
      "x 0.0586452\n",
      "y 0.0292148\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00200028\n",
      "b 0.000427384\n",
      "c 0.273948\n",
      "d 0.00247203\n",
      "e 0.02916\n",
      "f 0.00275812\n",
      "g 0.1996\n",
      "h 0.0976632\n",
      "i 0.00914824\n",
      "k 0.0183493\n",
      "l 0.00708006\n",
      "m 0.00633508\n",
      "n 0.0115667\n",
      "o 0.0715451\n",
      "p 0.104713\n",
      "q 0.00857385\n",
      "r 0.0146397\n",
      "s 0.0226404\n",
      "t 0.00902393\n",
      "u 0.00170033\n",
      "v 0.000978357\n",
      "w 0.000250037\n",
      "x 0.0946075\n",
      "y 0.0108191\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00173514\n",
      "b 0.000635326\n",
      "c 0.161284\n",
      "d 0.00435203\n",
      "e 0.0285781\n",
      "f 0.00275726\n",
      "g 0.235935\n",
      "h 0.123466\n",
      "i 0.00608111\n",
      "k 0.0276184\n",
      "l 0.00486485\n",
      "m 0.00539999\n",
      "n 0.0127053\n",
      "o 0.0495263\n",
      "p 0.109354\n",
      "q 0.00886138\n",
      "r 0.0352724\n",
      "s 0.0215428\n",
      "t 0.00973853\n",
      "u 0.00414287\n",
      "v 0.00140881\n",
      "w 0.000291739\n",
      "x 0.139668\n",
      "y 0.00478141\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00254408\n",
      "b 0.000380526\n",
      "c 0.166298\n",
      "d 0.0024859\n",
      "e 0.0504415\n",
      "f 0.000896864\n",
      "g 0.112814\n",
      "h 0.078891\n",
      "i 0.00778559\n",
      "k 0.00367475\n",
      "l 0.000969552\n",
      "m 0.0196708\n",
      "n 0.0236345\n",
      "o 0.214484\n",
      "p 0.112122\n",
      "q 0.0332235\n",
      "r 0.00946753\n",
      "s 0.0713807\n",
      "t 0.0127937\n",
      "u 0.00155141\n",
      "v 0.000487701\n",
      "w 0.000172834\n",
      "x 0.0684213\n",
      "y 0.0054084\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00250724\n",
      "b 0.00118132\n",
      "c 0.0297156\n",
      "d 0.00155275\n",
      "e 0.0128902\n",
      "f 0.000523268\n",
      "g 0.0215356\n",
      "h 0.0482157\n",
      "i 0.00259319\n",
      "k 0.00809801\n",
      "l 0.000832806\n",
      "m 0.0227077\n",
      "n 0.042291\n",
      "o 0.031563\n",
      "p 0.358776\n",
      "q 0.241608\n",
      "r 0.0418367\n",
      "s 0.0442094\n",
      "t 0.0150606\n",
      "u 0.0178309\n",
      "v 0.00164849\n",
      "w 0.000353615\n",
      "x 0.0509697\n",
      "y 0.00149891\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00108716\n",
      "b 0.00105286\n",
      "c 0.0229811\n",
      "d 0.00107278\n",
      "e 0.00511999\n",
      "f 0.000780475\n",
      "g 0.0284141\n",
      "h 0.109385\n",
      "i 0.00113269\n",
      "k 0.0284203\n",
      "l 0.00369708\n",
      "m 0.00573264\n",
      "n 0.0134661\n",
      "o 0.0085907\n",
      "p 0.494328\n",
      "q 0.144331\n",
      "r 0.0578516\n",
      "s 0.00820723\n",
      "t 0.00603251\n",
      "u 0.0243279\n",
      "v 0.00340569\n",
      "w 0.000533137\n",
      "x 0.0285317\n",
      "y 0.00151893\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00512878\n",
      "b 0.00051186\n",
      "c 0.0249846\n",
      "d 0.00187626\n",
      "e 0.0105839\n",
      "f 0.000550239\n",
      "g 0.0312389\n",
      "h 0.215808\n",
      "i 0.00161992\n",
      "k 0.0118899\n",
      "l 0.0159799\n",
      "m 0.0124799\n",
      "n 0.0284693\n",
      "o 0.0059935\n",
      "p 0.257073\n",
      "q 0.274847\n",
      "r 0.0259832\n",
      "s 0.013556\n",
      "t 0.0137758\n",
      "u 0.0161325\n",
      "v 0.00223014\n",
      "w 0.000296791\n",
      "x 0.0223556\n",
      "y 0.00663528\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00779924\n",
      "b 0.00037454\n",
      "c 0.0837175\n",
      "d 0.00357002\n",
      "e 0.00919493\n",
      "f 0.000420954\n",
      "g 0.0451408\n",
      "h 0.14254\n",
      "i 0.00336105\n",
      "k 0.0170605\n",
      "l 0.0276687\n",
      "m 0.00982845\n",
      "n 0.0244099\n",
      "o 0.0261194\n",
      "p 0.224176\n",
      "q 0.255361\n",
      "r 0.0204051\n",
      "s 0.0194907\n",
      "t 0.0184441\n",
      "u 0.012902\n",
      "v 0.00317164\n",
      "w 0.000437902\n",
      "x 0.0332683\n",
      "y 0.0111368\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00782591\n",
      "b 0.000668996\n",
      "c 0.0610968\n",
      "d 0.00402306\n",
      "e 0.0208623\n",
      "f 0.000768033\n",
      "g 0.0645366\n",
      "h 0.29131\n",
      "i 0.00582658\n",
      "k 0.0356366\n",
      "l 0.0260666\n",
      "m 0.0202428\n",
      "n 0.0395501\n",
      "o 0.0302773\n",
      "p 0.10792\n",
      "q 0.131\n",
      "r 0.039357\n",
      "s 0.03195\n",
      "t 0.020646\n",
      "u 0.021817\n",
      "v 0.00398924\n",
      "w 0.000485548\n",
      "x 0.0262309\n",
      "y 0.00791172\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.023207\n",
      "b 0.000769513\n",
      "c 0.0743516\n",
      "d 0.00567811\n",
      "e 0.0173116\n",
      "f 0.000381878\n",
      "g 0.0143103\n",
      "h 0.0239488\n",
      "i 0.00545601\n",
      "k 0.00873119\n",
      "l 0.0144942\n",
      "m 0.0437778\n",
      "n 0.0970001\n",
      "o 0.0397476\n",
      "p 0.10307\n",
      "q 0.320636\n",
      "r 0.0247088\n",
      "s 0.0534779\n",
      "t 0.0519279\n",
      "u 0.0242749\n",
      "v 0.00346239\n",
      "w 0.000491616\n",
      "x 0.0374956\n",
      "y 0.0112886\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0219962\n",
      "b 0.000331847\n",
      "c 0.0814905\n",
      "d 0.00127241\n",
      "e 0.00402076\n",
      "f 0.000198146\n",
      "g 0.00885951\n",
      "h 0.0110982\n",
      "i 0.00459422\n",
      "k 0.0104228\n",
      "l 0.0500614\n",
      "m 0.019413\n",
      "n 0.0434208\n",
      "o 0.031419\n",
      "p 0.151364\n",
      "q 0.442396\n",
      "r 0.00621739\n",
      "s 0.0230181\n",
      "t 0.0359747\n",
      "u 0.00798447\n",
      "v 0.00330204\n",
      "w 0.000685476\n",
      "x 0.0103767\n",
      "y 0.0300826\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0207852\n",
      "b 0.00100561\n",
      "c 0.0117024\n",
      "d 0.000182026\n",
      "e 0.00135843\n",
      "f 0.000178891\n",
      "g 0.00356258\n",
      "h 0.00649081\n",
      "i 0.000945398\n",
      "k 0.000494489\n",
      "l 0.000885714\n",
      "m 0.00687662\n",
      "n 0.013803\n",
      "o 0.004238\n",
      "p 0.142676\n",
      "q 0.751803\n",
      "r 0.000742783\n",
      "s 0.00758846\n",
      "t 0.0149478\n",
      "u 0.00129224\n",
      "v 0.00011199\n",
      "w 0.000100091\n",
      "x 0.00324523\n",
      "y 0.00498389\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0271074\n",
      "b 0.000727521\n",
      "c 0.0107297\n",
      "d 0.00164696\n",
      "e 0.0166945\n",
      "f 0.000518428\n",
      "g 0.00969908\n",
      "h 0.00910956\n",
      "i 0.0049976\n",
      "k 0.00946552\n",
      "l 0.0235759\n",
      "m 0.154472\n",
      "n 0.376633\n",
      "o 0.00543792\n",
      "p 0.0512003\n",
      "q 0.118711\n",
      "r 0.0169863\n",
      "s 0.036293\n",
      "t 0.0823557\n",
      "u 0.012829\n",
      "v 0.00130594\n",
      "w 0.000230884\n",
      "x 0.015756\n",
      "y 0.0135176\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0187412\n",
      "b 0.00157467\n",
      "c 0.00477713\n",
      "d 0.0070115\n",
      "e 0.0251321\n",
      "f 0.00119174\n",
      "g 0.0234719\n",
      "h 0.0205063\n",
      "i 0.0128431\n",
      "k 0.0432658\n",
      "l 0.00584113\n",
      "m 0.0743302\n",
      "n 0.273567\n",
      "o 0.00747202\n",
      "p 0.0301618\n",
      "q 0.0184078\n",
      "r 0.0762984\n",
      "s 0.0912214\n",
      "t 0.100072\n",
      "u 0.0391021\n",
      "v 0.00192457\n",
      "w 0.00035005\n",
      "x 0.119732\n",
      "y 0.00300436\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.128458\n",
      "b 0.000250175\n",
      "c 0.00333933\n",
      "d 0.00256443\n",
      "e 0.0170191\n",
      "f 0.000227789\n",
      "g 0.0032528\n",
      "h 0.00338712\n",
      "i 0.0119285\n",
      "k 0.00748656\n",
      "l 0.0489469\n",
      "m 0.102913\n",
      "n 0.333117\n",
      "o 0.0033191\n",
      "p 0.0048147\n",
      "q 0.0224284\n",
      "r 0.00439539\n",
      "s 0.0727587\n",
      "t 0.200076\n",
      "u 0.00495624\n",
      "v 0.000377414\n",
      "w 6.45241e-05\n",
      "x 0.00818595\n",
      "y 0.0157321\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0601073\n",
      "b 0.000853026\n",
      "c 0.00363949\n",
      "d 0.00664388\n",
      "e 0.0299321\n",
      "f 0.000484457\n",
      "g 0.00579323\n",
      "h 0.00651508\n",
      "i 0.00774968\n",
      "k 0.0138297\n",
      "l 0.0174805\n",
      "m 0.117485\n",
      "n 0.393565\n",
      "o 0.00403568\n",
      "p 0.00980006\n",
      "q 0.0312888\n",
      "r 0.0262263\n",
      "s 0.0676806\n",
      "t 0.148747\n",
      "u 0.0212513\n",
      "v 0.000727022\n",
      "w 9.39244e-05\n",
      "x 0.0222036\n",
      "y 0.00386668\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.116853\n",
      "b 0.000595839\n",
      "c 0.0116401\n",
      "d 0.0102959\n",
      "e 0.04076\n",
      "f 0.000387564\n",
      "g 0.0123202\n",
      "h 0.0242029\n",
      "i 0.0150991\n",
      "k 0.0121999\n",
      "l 0.0566797\n",
      "m 0.0820115\n",
      "n 0.241719\n",
      "o 0.00983629\n",
      "p 0.00509869\n",
      "q 0.0261701\n",
      "r 0.0162967\n",
      "s 0.134074\n",
      "t 0.133329\n",
      "u 0.0197984\n",
      "v 0.000981783\n",
      "w 9.99085e-05\n",
      "x 0.0213265\n",
      "y 0.00822319\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0947493\n",
      "b 0.000499268\n",
      "c 0.00351487\n",
      "d 0.00535231\n",
      "e 0.0544578\n",
      "f 0.000216488\n",
      "g 0.00422248\n",
      "h 0.00496046\n",
      "i 0.00973091\n",
      "k 0.00337356\n",
      "l 0.00344294\n",
      "m 0.0857195\n",
      "n 0.244206\n",
      "o 0.00784009\n",
      "p 0.00164707\n",
      "q 0.0059831\n",
      "r 0.0083975\n",
      "s 0.259939\n",
      "t 0.165518\n",
      "u 0.00970633\n",
      "v 0.000309715\n",
      "w 4.55626e-05\n",
      "x 0.0233645\n",
      "y 0.00280305\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0633553\n",
      "b 0.0016803\n",
      "c 0.0291783\n",
      "d 0.021323\n",
      "e 0.0559327\n",
      "f 0.000912275\n",
      "g 0.0260536\n",
      "h 0.0404279\n",
      "i 0.0171114\n",
      "k 0.0234629\n",
      "l 0.0243756\n",
      "m 0.0649861\n",
      "n 0.175279\n",
      "o 0.0178362\n",
      "p 0.00728313\n",
      "q 0.0286811\n",
      "r 0.0582425\n",
      "s 0.127953\n",
      "t 0.0927168\n",
      "u 0.0622481\n",
      "v 0.00377694\n",
      "w 0.000361068\n",
      "x 0.049889\n",
      "y 0.00693391\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.0374053\n",
      "b 0.00145813\n",
      "c 0.0165231\n",
      "d 0.0120242\n",
      "e 0.0637214\n",
      "f 0.000906745\n",
      "g 0.0163387\n",
      "h 0.0167108\n",
      "i 0.0149746\n",
      "k 0.0266535\n",
      "l 0.0145397\n",
      "m 0.0952501\n",
      "n 0.24611\n",
      "o 0.0180496\n",
      "p 0.00687265\n",
      "q 0.0139876\n",
      "r 0.0539548\n",
      "s 0.146154\n",
      "t 0.108079\n",
      "u 0.0427128\n",
      "v 0.00314938\n",
      "w 0.000359696\n",
      "x 0.0392555\n",
      "y 0.00480895\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0384364\n",
      "b 0.00100179\n",
      "c 0.00462406\n",
      "d 0.00443508\n",
      "e 0.0469846\n",
      "f 0.000467165\n",
      "g 0.0136648\n",
      "h 0.0109971\n",
      "i 0.0102112\n",
      "k 0.0154332\n",
      "l 0.00399657\n",
      "m 0.117358\n",
      "n 0.333567\n",
      "o 0.00775785\n",
      "p 0.00474783\n",
      "q 0.0103992\n",
      "r 0.0353706\n",
      "s 0.151826\n",
      "t 0.131278\n",
      "u 0.0246396\n",
      "v 0.00131544\n",
      "w 0.000197622\n",
      "x 0.0276696\n",
      "y 0.00362156\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0131241\n",
      "b 0.00331295\n",
      "c 0.00878388\n",
      "d 0.0135031\n",
      "e 0.0473889\n",
      "f 0.00359439\n",
      "g 0.0196268\n",
      "h 0.0227697\n",
      "i 0.0201301\n",
      "k 0.10361\n",
      "l 0.0225641\n",
      "m 0.0832543\n",
      "n 0.211233\n",
      "o 0.00770822\n",
      "p 0.00549489\n",
      "q 0.00613309\n",
      "r 0.155644\n",
      "s 0.0666421\n",
      "t 0.056844\n",
      "u 0.086933\n",
      "v 0.00616465\n",
      "w 0.000705634\n",
      "x 0.0320201\n",
      "y 0.00281494\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0122824\n",
      "b 0.0128831\n",
      "c 0.0372589\n",
      "d 0.0251288\n",
      "e 0.0238185\n",
      "f 0.00401969\n",
      "g 0.00720001\n",
      "h 0.00697768\n",
      "i 0.0137514\n",
      "k 0.049045\n",
      "l 0.015389\n",
      "m 0.0447256\n",
      "n 0.0907318\n",
      "o 0.0188969\n",
      "p 0.0044883\n",
      "q 0.00644649\n",
      "r 0.149846\n",
      "s 0.0436918\n",
      "t 0.0252019\n",
      "u 0.341271\n",
      "v 0.0292427\n",
      "w 0.00292516\n",
      "x 0.0331923\n",
      "y 0.00158588\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.083546\n",
      "b 0.0136715\n",
      "c 0.117269\n",
      "d 0.00728455\n",
      "e 0.0567212\n",
      "f 0.00597271\n",
      "g 0.0178851\n",
      "h 0.0379379\n",
      "i 0.0127597\n",
      "k 0.0134848\n",
      "l 0.0389649\n",
      "m 0.0890413\n",
      "n 0.144517\n",
      "o 0.0241351\n",
      "p 0.0234045\n",
      "q 0.0565129\n",
      "r 0.0201166\n",
      "s 0.0766366\n",
      "t 0.0700967\n",
      "u 0.0482181\n",
      "v 0.00490215\n",
      "w 0.00105386\n",
      "x 0.0212443\n",
      "y 0.0146228\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0733395\n",
      "b 0.00544893\n",
      "c 0.0599912\n",
      "d 0.00254409\n",
      "e 0.0230663\n",
      "f 0.00201691\n",
      "g 0.0115\n",
      "h 0.0155462\n",
      "i 0.00968779\n",
      "k 0.00782221\n",
      "l 0.0125581\n",
      "m 0.0650458\n",
      "n 0.120931\n",
      "o 0.0158267\n",
      "p 0.0808447\n",
      "q 0.227657\n",
      "r 0.0132245\n",
      "s 0.0840831\n",
      "t 0.0907535\n",
      "u 0.0233613\n",
      "v 0.00265124\n",
      "w 0.000897454\n",
      "x 0.0237648\n",
      "y 0.0274372\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0676658\n",
      "b 0.00596174\n",
      "c 0.0597199\n",
      "d 0.000771618\n",
      "e 0.0134482\n",
      "f 0.00146961\n",
      "g 0.0349778\n",
      "h 0.0247375\n",
      "i 0.00736848\n",
      "k 0.019099\n",
      "l 0.00477457\n",
      "m 0.0578687\n",
      "n 0.150402\n",
      "o 0.0482305\n",
      "p 0.0718472\n",
      "q 0.0822467\n",
      "r 0.0137467\n",
      "s 0.118503\n",
      "t 0.144199\n",
      "u 0.0166812\n",
      "v 0.00246129\n",
      "w 0.00136451\n",
      "x 0.0360267\n",
      "y 0.0164281\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0417822\n",
      "b 0.00242428\n",
      "c 0.0200173\n",
      "d 0.000815357\n",
      "e 0.0192553\n",
      "f 0.00120333\n",
      "g 0.0577799\n",
      "h 0.0596047\n",
      "i 0.00717531\n",
      "k 0.034243\n",
      "l 0.00446736\n",
      "m 0.0401046\n",
      "n 0.132171\n",
      "o 0.0272033\n",
      "p 0.118832\n",
      "q 0.0453344\n",
      "r 0.0157367\n",
      "s 0.15021\n",
      "t 0.146682\n",
      "u 0.00911869\n",
      "v 0.00115186\n",
      "w 0.000566328\n",
      "x 0.055266\n",
      "y 0.0088553\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0750897\n",
      "b 0.00403485\n",
      "c 0.0462196\n",
      "d 0.00130813\n",
      "e 0.0182805\n",
      "f 0.00263383\n",
      "g 0.0696562\n",
      "h 0.0682832\n",
      "i 0.0140934\n",
      "k 0.0578724\n",
      "l 0.0143723\n",
      "m 0.0353468\n",
      "n 0.117181\n",
      "o 0.0386056\n",
      "p 0.0505492\n",
      "q 0.0258541\n",
      "r 0.0138945\n",
      "s 0.125116\n",
      "t 0.149138\n",
      "u 0.00966035\n",
      "v 0.00127991\n",
      "w 0.000585064\n",
      "x 0.0489122\n",
      "y 0.0120326\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.054836\n",
      "b 0.00448823\n",
      "c 0.0508189\n",
      "d 0.00136562\n",
      "e 0.00933345\n",
      "f 0.0058121\n",
      "g 0.0839398\n",
      "h 0.305606\n",
      "i 0.0106209\n",
      "k 0.07003\n",
      "l 0.0897351\n",
      "m 0.0105676\n",
      "n 0.028591\n",
      "o 0.0127616\n",
      "p 0.0710614\n",
      "q 0.0564777\n",
      "r 0.00844016\n",
      "s 0.0245158\n",
      "t 0.0511214\n",
      "u 0.00858347\n",
      "v 0.00188533\n",
      "w 0.000890597\n",
      "x 0.0117285\n",
      "y 0.0267894\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0196804\n",
      "b 0.00173458\n",
      "c 0.0487455\n",
      "d 0.000996363\n",
      "e 0.00502732\n",
      "f 0.00249497\n",
      "g 0.125771\n",
      "h 0.382555\n",
      "i 0.00952954\n",
      "k 0.0889172\n",
      "l 0.0704679\n",
      "m 0.0082936\n",
      "n 0.0234241\n",
      "o 0.0180526\n",
      "p 0.0574225\n",
      "q 0.0372368\n",
      "r 0.0101439\n",
      "s 0.0192448\n",
      "t 0.0269974\n",
      "u 0.00795963\n",
      "v 0.0026527\n",
      "w 0.000965251\n",
      "x 0.0145967\n",
      "y 0.0170898\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0247227\n",
      "b 0.00284938\n",
      "c 0.0313585\n",
      "d 0.000898077\n",
      "e 0.0113475\n",
      "f 0.0019806\n",
      "g 0.143989\n",
      "h 0.384343\n",
      "i 0.00462763\n",
      "k 0.0543391\n",
      "l 0.0170333\n",
      "m 0.0208622\n",
      "n 0.0626234\n",
      "o 0.0339381\n",
      "p 0.042421\n",
      "q 0.0304198\n",
      "r 0.0129312\n",
      "s 0.0396195\n",
      "t 0.0507218\n",
      "u 0.00868849\n",
      "v 0.00121966\n",
      "w 0.000429848\n",
      "x 0.0147138\n",
      "y 0.00392214\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0101072\n",
      "b 0.00121052\n",
      "c 0.0180521\n",
      "d 0.00130232\n",
      "e 0.012099\n",
      "f 0.000854132\n",
      "g 0.150081\n",
      "h 0.331096\n",
      "i 0.00218406\n",
      "k 0.0796623\n",
      "l 0.0155063\n",
      "m 0.0230582\n",
      "n 0.10109\n",
      "o 0.0216908\n",
      "p 0.0400165\n",
      "q 0.0173944\n",
      "r 0.0431365\n",
      "s 0.0345228\n",
      "t 0.0455344\n",
      "u 0.0168198\n",
      "v 0.00167721\n",
      "w 0.000271132\n",
      "x 0.0312819\n",
      "y 0.00135129\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0105534\n",
      "b 0.0027799\n",
      "c 0.0351647\n",
      "d 0.00148721\n",
      "e 0.0178019\n",
      "f 0.00112397\n",
      "g 0.12187\n",
      "h 0.172144\n",
      "i 0.00239358\n",
      "k 0.0352983\n",
      "l 0.00784844\n",
      "m 0.0775738\n",
      "n 0.196798\n",
      "o 0.0725802\n",
      "p 0.042982\n",
      "q 0.0513126\n",
      "r 0.0351754\n",
      "s 0.0339813\n",
      "t 0.0432271\n",
      "u 0.0190801\n",
      "v 0.00201828\n",
      "w 0.000418082\n",
      "x 0.0151613\n",
      "y 0.00122703\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0088436\n",
      "b 0.000402628\n",
      "c 0.103039\n",
      "d 0.000110311\n",
      "e 0.00529713\n",
      "f 3.71733e-05\n",
      "g 0.011733\n",
      "h 0.00446261\n",
      "i 0.000671311\n",
      "k 0.000384992\n",
      "l 8.13439e-05\n",
      "m 0.0320789\n",
      "n 0.0374695\n",
      "o 0.668436\n",
      "p 0.00639237\n",
      "q 0.0554172\n",
      "r 0.000931162\n",
      "s 0.0422943\n",
      "t 0.0181605\n",
      "u 0.000701857\n",
      "v 0.000119017\n",
      "w 5.69091e-05\n",
      "x 0.00222692\n",
      "y 0.000652397\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0302628\n",
      "b 0.00148148\n",
      "c 0.0776699\n",
      "d 0.000844887\n",
      "e 0.0242863\n",
      "f 0.000344118\n",
      "g 0.0209847\n",
      "h 0.0103851\n",
      "i 0.00151481\n",
      "k 0.00205422\n",
      "l 0.000332278\n",
      "m 0.0358061\n",
      "n 0.0821408\n",
      "o 0.287081\n",
      "p 0.0640627\n",
      "q 0.0812238\n",
      "r 0.00426559\n",
      "s 0.123092\n",
      "t 0.123296\n",
      "u 0.00250885\n",
      "v 0.000346219\n",
      "w 0.000216575\n",
      "x 0.0229181\n",
      "y 0.00288182\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0344378\n",
      "b 0.000829541\n",
      "c 0.055723\n",
      "d 0.000900048\n",
      "e 0.022223\n",
      "f 0.000233069\n",
      "g 0.0439858\n",
      "h 0.0251322\n",
      "i 0.00115074\n",
      "k 0.00245011\n",
      "l 0.0007661\n",
      "m 0.0462929\n",
      "n 0.146326\n",
      "o 0.185192\n",
      "p 0.0428296\n",
      "q 0.0684185\n",
      "r 0.00568285\n",
      "s 0.124621\n",
      "t 0.162075\n",
      "u 0.00307734\n",
      "v 0.000385531\n",
      "w 0.000159064\n",
      "x 0.0244286\n",
      "y 0.00267943\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0732112\n",
      "b 0.000501542\n",
      "c 0.037282\n",
      "d 0.00121093\n",
      "e 0.0313344\n",
      "f 0.000146447\n",
      "g 0.0438101\n",
      "h 0.0259229\n",
      "i 0.00106554\n",
      "k 0.00210825\n",
      "l 0.00145264\n",
      "m 0.0445291\n",
      "n 0.172768\n",
      "o 0.0924351\n",
      "p 0.014284\n",
      "q 0.0338205\n",
      "r 0.00421515\n",
      "s 0.150798\n",
      "t 0.241547\n",
      "u 0.00278594\n",
      "v 0.000319058\n",
      "w 9.56392e-05\n",
      "x 0.0205655\n",
      "y 0.00379053\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0757642\n",
      "b 0.000510174\n",
      "c 0.0349519\n",
      "d 0.00128455\n",
      "e 0.045232\n",
      "f 0.000177116\n",
      "g 0.0288739\n",
      "h 0.0321457\n",
      "i 0.00139777\n",
      "k 0.00198134\n",
      "l 0.0021661\n",
      "m 0.0541797\n",
      "n 0.165493\n",
      "o 0.0813247\n",
      "p 0.0158983\n",
      "q 0.0423837\n",
      "r 0.00380307\n",
      "s 0.182001\n",
      "t 0.207051\n",
      "u 0.00295672\n",
      "v 0.000285149\n",
      "w 7.08421e-05\n",
      "x 0.0160211\n",
      "y 0.00404704\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0259347\n",
      "b 0.000460177\n",
      "c 0.0413253\n",
      "d 0.00091239\n",
      "e 0.0259203\n",
      "f 9.70279e-05\n",
      "g 0.037275\n",
      "h 0.0186068\n",
      "i 0.000836836\n",
      "k 0.00274799\n",
      "l 0.000789276\n",
      "m 0.0643332\n",
      "n 0.208412\n",
      "o 0.132146\n",
      "p 0.0313201\n",
      "q 0.0784416\n",
      "r 0.00996864\n",
      "s 0.135187\n",
      "t 0.155109\n",
      "u 0.00514404\n",
      "v 0.000649266\n",
      "w 0.000148841\n",
      "x 0.021794\n",
      "y 0.0024406\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0731076\n",
      "b 0.00103363\n",
      "c 0.0249003\n",
      "d 0.000296247\n",
      "e 0.0242011\n",
      "f 0.000171937\n",
      "g 0.019151\n",
      "h 0.0152389\n",
      "i 0.00142603\n",
      "k 0.000995441\n",
      "l 0.000142546\n",
      "m 0.0309669\n",
      "n 0.0681831\n",
      "o 0.193055\n",
      "p 0.0257698\n",
      "q 0.0408682\n",
      "r 0.0011847\n",
      "s 0.266154\n",
      "t 0.197432\n",
      "u 0.00105129\n",
      "v 0.000114285\n",
      "w 0.000118508\n",
      "x 0.0112443\n",
      "y 0.00319362\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0562806\n",
      "b 0.000429486\n",
      "c 0.0138751\n",
      "d 0.000289579\n",
      "e 0.0172598\n",
      "f 7.08879e-05\n",
      "g 0.0133783\n",
      "h 0.00432564\n",
      "i 0.000813619\n",
      "k 0.000805205\n",
      "l 0.000240145\n",
      "m 0.0802291\n",
      "n 0.21758\n",
      "o 0.111815\n",
      "p 0.0168459\n",
      "q 0.0544249\n",
      "r 0.00148668\n",
      "s 0.137177\n",
      "t 0.260664\n",
      "u 0.00112931\n",
      "v 0.000144235\n",
      "w 9.48958e-05\n",
      "x 0.00742506\n",
      "y 0.003216\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0638191\n",
      "b 0.000617671\n",
      "c 0.042068\n",
      "d 0.00124248\n",
      "e 0.0368837\n",
      "f 0.000158145\n",
      "g 0.0190856\n",
      "h 0.0128414\n",
      "i 0.00165239\n",
      "k 0.00123779\n",
      "l 0.000710724\n",
      "m 0.0499039\n",
      "n 0.140061\n",
      "o 0.123107\n",
      "p 0.0118053\n",
      "q 0.0335954\n",
      "r 0.00350798\n",
      "s 0.246325\n",
      "t 0.182767\n",
      "u 0.00269038\n",
      "v 0.000239297\n",
      "w 7.96852e-05\n",
      "x 0.0226602\n",
      "y 0.0029416\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.117879\n",
      "b 0.000661161\n",
      "c 0.015972\n",
      "d 0.000971914\n",
      "e 0.056291\n",
      "f 0.000228172\n",
      "g 0.0226242\n",
      "h 0.0491732\n",
      "i 0.00100252\n",
      "k 0.0010046\n",
      "l 0.000988905\n",
      "m 0.039258\n",
      "n 0.126067\n",
      "o 0.0483178\n",
      "p 0.0090372\n",
      "q 0.0176258\n",
      "r 0.00193806\n",
      "s 0.223196\n",
      "t 0.249438\n",
      "u 0.0018454\n",
      "v 0.000105338\n",
      "w 3.55435e-05\n",
      "x 0.0139676\n",
      "y 0.00237143\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0834366\n",
      "b 0.000575085\n",
      "c 0.0133572\n",
      "d 0.000821117\n",
      "e 0.0379915\n",
      "f 0.00018956\n",
      "g 0.024733\n",
      "h 0.032515\n",
      "i 0.00137674\n",
      "k 0.00141226\n",
      "l 0.00076266\n",
      "m 0.0542656\n",
      "n 0.181202\n",
      "o 0.0585278\n",
      "p 0.0105826\n",
      "q 0.0194435\n",
      "r 0.00234554\n",
      "s 0.214388\n",
      "t 0.239652\n",
      "u 0.00183939\n",
      "v 0.000115038\n",
      "w 4.33845e-05\n",
      "x 0.0183306\n",
      "y 0.00209352\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.114552\n",
      "b 0.000513314\n",
      "c 0.0255739\n",
      "d 0.000789491\n",
      "e 0.0313376\n",
      "f 0.000197386\n",
      "g 0.0280373\n",
      "h 0.0519005\n",
      "i 0.00161209\n",
      "k 0.00210539\n",
      "l 0.00293532\n",
      "m 0.0366037\n",
      "n 0.11276\n",
      "o 0.062282\n",
      "p 0.0321699\n",
      "q 0.0664617\n",
      "r 0.00205055\n",
      "s 0.158455\n",
      "t 0.247431\n",
      "u 0.0019417\n",
      "v 0.000216415\n",
      "w 8.31324e-05\n",
      "x 0.0126413\n",
      "y 0.00734862\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0924571\n",
      "b 0.000491442\n",
      "c 0.0131055\n",
      "d 0.00108345\n",
      "e 0.0328512\n",
      "f 0.000155057\n",
      "g 0.016631\n",
      "h 0.012719\n",
      "i 0.00127518\n",
      "k 0.00193564\n",
      "l 0.00121441\n",
      "m 0.0453739\n",
      "n 0.178141\n",
      "o 0.0552886\n",
      "p 0.0116673\n",
      "q 0.0164892\n",
      "r 0.00261998\n",
      "s 0.18163\n",
      "t 0.311084\n",
      "u 0.00221907\n",
      "v 0.00017936\n",
      "w 6.14592e-05\n",
      "x 0.0185748\n",
      "y 0.00275331\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0850964\n",
      "b 0.000513156\n",
      "c 0.0224436\n",
      "d 0.000760995\n",
      "e 0.0336728\n",
      "f 0.000195588\n",
      "g 0.0331757\n",
      "h 0.0393508\n",
      "i 0.00138723\n",
      "k 0.00164796\n",
      "l 0.00145066\n",
      "m 0.0453886\n",
      "n 0.150934\n",
      "o 0.0659743\n",
      "p 0.0235301\n",
      "q 0.0444159\n",
      "r 0.00244139\n",
      "s 0.178486\n",
      "t 0.247499\n",
      "u 0.00168468\n",
      "v 0.000157086\n",
      "w 6.15733e-05\n",
      "x 0.0154529\n",
      "y 0.00427998\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.104242\n",
      "b 0.000737365\n",
      "c 0.02659\n",
      "d 0.00113213\n",
      "e 0.0249087\n",
      "f 0.000349595\n",
      "g 0.0437118\n",
      "h 0.0464675\n",
      "i 0.00176826\n",
      "k 0.00275741\n",
      "l 0.00198062\n",
      "m 0.0264971\n",
      "n 0.118495\n",
      "o 0.0584626\n",
      "p 0.0203151\n",
      "q 0.0199795\n",
      "r 0.00281304\n",
      "s 0.177442\n",
      "t 0.277575\n",
      "u 0.00227831\n",
      "v 0.000235976\n",
      "w 0.000109505\n",
      "x 0.036067\n",
      "y 0.00508419\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0852395\n",
      "b 0.000677304\n",
      "c 0.0439062\n",
      "d 0.000891171\n",
      "e 0.0265453\n",
      "f 0.000202501\n",
      "g 0.047002\n",
      "h 0.0506929\n",
      "i 0.00136677\n",
      "k 0.00236273\n",
      "l 0.00195695\n",
      "m 0.0345819\n",
      "n 0.121041\n",
      "o 0.11516\n",
      "p 0.0234297\n",
      "q 0.0395144\n",
      "r 0.00296871\n",
      "s 0.17078\n",
      "t 0.205722\n",
      "u 0.0024561\n",
      "v 0.000260093\n",
      "w 9.25575e-05\n",
      "x 0.0194935\n",
      "y 0.00365721\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.146489\n",
      "b 0.000612453\n",
      "c 0.017957\n",
      "d 0.000622409\n",
      "e 0.0188934\n",
      "f 0.000150457\n",
      "g 0.031204\n",
      "h 0.0230708\n",
      "i 0.001201\n",
      "k 0.00158184\n",
      "l 0.00153531\n",
      "m 0.0360244\n",
      "n 0.144499\n",
      "o 0.0561468\n",
      "p 0.0127208\n",
      "q 0.0279673\n",
      "r 0.00155136\n",
      "s 0.153458\n",
      "t 0.305376\n",
      "u 0.00169554\n",
      "v 0.000173651\n",
      "w 8.92196e-05\n",
      "x 0.0122284\n",
      "y 0.00475273\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.101084\n",
      "b 0.00070789\n",
      "c 0.0183786\n",
      "d 0.000612283\n",
      "e 0.0292343\n",
      "f 0.000233902\n",
      "g 0.0386938\n",
      "h 0.0417496\n",
      "i 0.00162127\n",
      "k 0.002613\n",
      "l 0.00138663\n",
      "m 0.0354754\n",
      "n 0.132904\n",
      "o 0.0602468\n",
      "p 0.0154262\n",
      "q 0.0179292\n",
      "r 0.00235986\n",
      "s 0.211073\n",
      "t 0.265966\n",
      "u 0.00187675\n",
      "v 0.000175467\n",
      "w 7.94944e-05\n",
      "x 0.0166633\n",
      "y 0.00350907\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.116863\n",
      "b 0.000828189\n",
      "c 0.0148581\n",
      "d 0.000543496\n",
      "e 0.0208589\n",
      "f 0.000194542\n",
      "g 0.0197841\n",
      "h 0.0138881\n",
      "i 0.00157211\n",
      "k 0.00191453\n",
      "l 0.00100978\n",
      "m 0.0459796\n",
      "n 0.166398\n",
      "o 0.060814\n",
      "p 0.0164184\n",
      "q 0.0256629\n",
      "r 0.00182037\n",
      "s 0.171327\n",
      "t 0.299147\n",
      "u 0.00173321\n",
      "v 0.000143778\n",
      "w 8.26671e-05\n",
      "x 0.0147604\n",
      "y 0.00339786\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0929951\n",
      "b 0.000403212\n",
      "c 0.00961279\n",
      "d 0.000404677\n",
      "e 0.0251437\n",
      "f 0.000128521\n",
      "g 0.0139937\n",
      "h 0.0121811\n",
      "i 0.0018173\n",
      "k 0.000989291\n",
      "l 0.000645624\n",
      "m 0.0613241\n",
      "n 0.184009\n",
      "o 0.0516975\n",
      "p 0.00841247\n",
      "q 0.0178801\n",
      "r 0.00112485\n",
      "s 0.243723\n",
      "t 0.257549\n",
      "u 0.000972152\n",
      "v 7.38557e-05\n",
      "w 3.9252e-05\n",
      "x 0.0118828\n",
      "y 0.00299769\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.161846\n",
      "b 0.000588933\n",
      "c 0.00788409\n",
      "d 0.00054196\n",
      "e 0.0134942\n",
      "f 0.000134512\n",
      "g 0.0199377\n",
      "h 0.0135168\n",
      "i 0.00134788\n",
      "k 0.00132871\n",
      "l 0.000681782\n",
      "m 0.0302029\n",
      "n 0.134497\n",
      "o 0.0425848\n",
      "p 0.0105683\n",
      "q 0.01805\n",
      "r 0.00110172\n",
      "s 0.156405\n",
      "t 0.364867\n",
      "u 0.00126365\n",
      "v 9.92888e-05\n",
      "w 7.47617e-05\n",
      "x 0.0153583\n",
      "y 0.00362424\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.131587\n",
      "b 0.000224166\n",
      "c 0.00314518\n",
      "d 0.000301812\n",
      "e 0.0111416\n",
      "f 5.49275e-05\n",
      "g 0.0169568\n",
      "h 0.0101017\n",
      "i 0.000919918\n",
      "k 0.000819986\n",
      "l 0.000375805\n",
      "m 0.0270468\n",
      "n 0.141973\n",
      "o 0.025582\n",
      "p 0.00436649\n",
      "q 0.00785718\n",
      "r 0.000738395\n",
      "s 0.188025\n",
      "t 0.414063\n",
      "u 0.000707638\n",
      "v 6.13911e-05\n",
      "w 4.51814e-05\n",
      "x 0.0110074\n",
      "y 0.00289837\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.184541\n",
      "b 0.000226559\n",
      "c 0.00131004\n",
      "d 0.000390076\n",
      "e 0.00824385\n",
      "f 8.16812e-05\n",
      "g 0.004462\n",
      "h 0.00304879\n",
      "i 0.00150758\n",
      "k 0.000641148\n",
      "l 0.000330452\n",
      "m 0.0106057\n",
      "n 0.0629461\n",
      "o 0.00639026\n",
      "p 0.0027299\n",
      "q 0.00250913\n",
      "r 0.000497641\n",
      "s 0.20894\n",
      "t 0.470526\n",
      "u 0.00077763\n",
      "v 7.56246e-05\n",
      "w 8.11409e-05\n",
      "x 0.0216976\n",
      "y 0.00743976\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.154347\n",
      "b 0.000108854\n",
      "c 0.000951057\n",
      "d 0.000345171\n",
      "e 0.00702834\n",
      "f 4.78541e-05\n",
      "g 0.00500725\n",
      "h 0.00187442\n",
      "i 0.00113393\n",
      "k 0.000513223\n",
      "l 0.000287257\n",
      "m 0.0105689\n",
      "n 0.0749163\n",
      "o 0.00550021\n",
      "p 0.0010074\n",
      "q 0.000868329\n",
      "r 0.000402324\n",
      "s 0.204232\n",
      "t 0.499842\n",
      "u 0.000554551\n",
      "v 6.53325e-05\n",
      "w 6.18887e-05\n",
      "x 0.023705\n",
      "y 0.00663222\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.231623\n",
      "b 0.000183841\n",
      "c 0.00162321\n",
      "d 0.000399061\n",
      "e 0.0078851\n",
      "f 8.45734e-05\n",
      "g 0.00540547\n",
      "h 0.00317569\n",
      "i 0.00144809\n",
      "k 0.000595946\n",
      "l 0.000471822\n",
      "m 0.00774481\n",
      "n 0.0489386\n",
      "o 0.00557717\n",
      "p 0.0012807\n",
      "q 0.00121846\n",
      "r 0.000358552\n",
      "s 0.176572\n",
      "t 0.472412\n",
      "u 0.000600936\n",
      "v 8.20926e-05\n",
      "w 9.08163e-05\n",
      "x 0.0204032\n",
      "y 0.0118245\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.200291\n",
      "b 0.000138367\n",
      "c 0.00118845\n",
      "d 0.000529344\n",
      "e 0.007846\n",
      "f 7.30758e-05\n",
      "g 0.00420351\n",
      "h 0.00221622\n",
      "i 0.00152698\n",
      "k 0.000599382\n",
      "l 0.000432081\n",
      "m 0.00666269\n",
      "n 0.0479221\n",
      "o 0.00424925\n",
      "p 0.00125075\n",
      "q 0.000955409\n",
      "r 0.000421546\n",
      "s 0.180606\n",
      "t 0.499363\n",
      "u 0.000635478\n",
      "v 8.48626e-05\n",
      "w 8.66423e-05\n",
      "x 0.027851\n",
      "y 0.0108672\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.123026\n",
      "b 0.000198743\n",
      "c 0.00272401\n",
      "d 0.00105404\n",
      "e 0.012964\n",
      "f 0.000121658\n",
      "g 0.00933612\n",
      "h 0.00379637\n",
      "i 0.00172755\n",
      "k 0.000733382\n",
      "l 0.000419407\n",
      "m 0.0121783\n",
      "n 0.0828895\n",
      "o 0.00898619\n",
      "p 0.00246785\n",
      "q 0.00143273\n",
      "r 0.00103914\n",
      "s 0.234202\n",
      "t 0.416791\n",
      "u 0.00114032\n",
      "v 0.000128769\n",
      "w 9.53357e-05\n",
      "x 0.0752357\n",
      "y 0.00731185\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.123655\n",
      "b 0.000218664\n",
      "c 0.0025511\n",
      "d 0.000767907\n",
      "e 0.0103039\n",
      "f 0.000101271\n",
      "g 0.00620263\n",
      "h 0.00273916\n",
      "i 0.00194556\n",
      "k 0.000934279\n",
      "l 0.000441306\n",
      "m 0.0125054\n",
      "n 0.0794561\n",
      "o 0.00860582\n",
      "p 0.00287581\n",
      "q 0.0021132\n",
      "r 0.00115544\n",
      "s 0.256412\n",
      "t 0.420941\n",
      "u 0.0014587\n",
      "v 0.000168015\n",
      "w 0.000121919\n",
      "x 0.056052\n",
      "y 0.00827412\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.108392\n",
      "b 0.000538057\n",
      "c 0.00666843\n",
      "d 0.00158207\n",
      "e 0.0123176\n",
      "f 0.000289483\n",
      "g 0.0133108\n",
      "h 0.00675971\n",
      "i 0.00310217\n",
      "k 0.00212135\n",
      "l 0.000879235\n",
      "m 0.0147345\n",
      "n 0.0930962\n",
      "o 0.0125985\n",
      "p 0.00466117\n",
      "q 0.00284421\n",
      "r 0.00317519\n",
      "s 0.225534\n",
      "t 0.347448\n",
      "u 0.00370105\n",
      "v 0.000417199\n",
      "w 0.000257565\n",
      "x 0.126503\n",
      "y 0.00906795\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.196856\n",
      "b 0.000191796\n",
      "c 0.00162037\n",
      "d 0.000531202\n",
      "e 0.00882716\n",
      "f 7.98527e-05\n",
      "g 0.00389426\n",
      "h 0.00158776\n",
      "i 0.00142257\n",
      "k 0.00039502\n",
      "l 0.000277231\n",
      "m 0.0111246\n",
      "n 0.0688748\n",
      "o 0.00693484\n",
      "p 0.000909801\n",
      "q 0.00100332\n",
      "r 0.000396781\n",
      "s 0.199925\n",
      "t 0.460187\n",
      "u 0.000625042\n",
      "v 6.26358e-05\n",
      "w 6.48145e-05\n",
      "x 0.0275538\n",
      "y 0.00665367\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0968906\n",
      "b 7.39808e-05\n",
      "c 0.00133486\n",
      "d 0.000370561\n",
      "e 0.00758512\n",
      "f 3.65662e-05\n",
      "g 0.00248228\n",
      "h 0.00048529\n",
      "i 0.00240093\n",
      "k 0.000490357\n",
      "l 0.000172201\n",
      "m 0.0213762\n",
      "n 0.101655\n",
      "o 0.0142224\n",
      "p 0.000894486\n",
      "q 0.00094791\n",
      "r 0.00044817\n",
      "s 0.242658\n",
      "t 0.470471\n",
      "u 0.00051217\n",
      "v 0.000106308\n",
      "w 0.00011475\n",
      "x 0.0233384\n",
      "y 0.0109328\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.090509\n",
      "b 0.000102698\n",
      "c 0.000456587\n",
      "d 0.000353183\n",
      "e 0.00621047\n",
      "f 5.13059e-05\n",
      "g 0.00153388\n",
      "h 0.000351215\n",
      "i 0.00202098\n",
      "k 0.000370041\n",
      "l 7.33487e-05\n",
      "m 0.0163306\n",
      "n 0.0938891\n",
      "o 0.00543746\n",
      "p 0.00114336\n",
      "q 0.000738844\n",
      "r 0.000425531\n",
      "s 0.219138\n",
      "t 0.515625\n",
      "u 0.000476169\n",
      "v 5.3024e-05\n",
      "w 7.82405e-05\n",
      "x 0.0383063\n",
      "y 0.00632606\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0755868\n",
      "b 0.000142139\n",
      "c 0.000909508\n",
      "d 0.000413789\n",
      "e 0.0164975\n",
      "f 8.45071e-05\n",
      "g 0.00229066\n",
      "h 0.000740554\n",
      "i 0.00180265\n",
      "k 0.000288663\n",
      "l 7.36586e-05\n",
      "m 0.0296689\n",
      "n 0.121513\n",
      "o 0.00810402\n",
      "p 0.00153386\n",
      "q 0.00120083\n",
      "r 0.000605642\n",
      "s 0.282289\n",
      "t 0.417244\n",
      "u 0.000497457\n",
      "v 4.31018e-05\n",
      "w 4.69557e-05\n",
      "x 0.0329216\n",
      "y 0.00550117\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0203407\n",
      "b 0.000168859\n",
      "c 0.00239068\n",
      "d 0.00114296\n",
      "e 0.0211786\n",
      "f 6.94161e-05\n",
      "g 0.00343982\n",
      "h 0.000485382\n",
      "i 0.00239736\n",
      "k 0.000684231\n",
      "l 4.17394e-05\n",
      "m 0.0408722\n",
      "n 0.171941\n",
      "o 0.0230231\n",
      "p 0.00158243\n",
      "q 0.0012397\n",
      "r 0.00400514\n",
      "s 0.404975\n",
      "t 0.190895\n",
      "u 0.00169028\n",
      "v 9.03561e-05\n",
      "w 3.67463e-05\n",
      "x 0.106414\n",
      "y 0.000895531\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0446133\n",
      "b 0.000154435\n",
      "c 0.00444812\n",
      "d 0.000449032\n",
      "e 0.022362\n",
      "f 6.12836e-05\n",
      "g 0.00176019\n",
      "h 0.000557222\n",
      "i 0.00475663\n",
      "k 0.000291798\n",
      "l 8.86003e-05\n",
      "m 0.0878257\n",
      "n 0.15689\n",
      "o 0.0455179\n",
      "p 0.0042103\n",
      "q 0.0125116\n",
      "r 0.000937872\n",
      "s 0.374717\n",
      "t 0.211632\n",
      "u 0.000718821\n",
      "v 8.88888e-05\n",
      "w 7.21724e-05\n",
      "x 0.0175526\n",
      "y 0.00778284\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.0161495\n",
      "b 0.000157365\n",
      "c 0.0034248\n",
      "d 0.00257979\n",
      "e 0.0324394\n",
      "f 0.000205838\n",
      "g 0.00904604\n",
      "h 0.00138545\n",
      "i 0.00656379\n",
      "k 0.00147272\n",
      "l 0.00014763\n",
      "m 0.0462386\n",
      "n 0.169489\n",
      "o 0.0222232\n",
      "p 0.00799863\n",
      "q 0.00310899\n",
      "r 0.00603522\n",
      "s 0.25909\n",
      "t 0.208849\n",
      "u 0.00161835\n",
      "v 0.000192914\n",
      "w 0.000103524\n",
      "x 0.196526\n",
      "y 0.00495311\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00803113\n",
      "b 0.000163162\n",
      "c 0.00720058\n",
      "d 0.00318302\n",
      "e 0.0272918\n",
      "f 0.000259016\n",
      "g 0.0162771\n",
      "h 0.00183152\n",
      "i 0.00618683\n",
      "k 0.00142656\n",
      "l 0.000118526\n",
      "m 0.0396377\n",
      "n 0.139792\n",
      "o 0.0461518\n",
      "p 0.00915698\n",
      "q 0.00233866\n",
      "r 0.00696925\n",
      "s 0.203629\n",
      "t 0.120314\n",
      "u 0.00155468\n",
      "v 0.00024999\n",
      "w 0.000133658\n",
      "x 0.354735\n",
      "y 0.0033682\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0144977\n",
      "b 0.000261912\n",
      "c 0.00832232\n",
      "d 0.0187324\n",
      "e 0.0470534\n",
      "f 0.000743296\n",
      "g 0.00406081\n",
      "h 0.00101825\n",
      "i 0.0234429\n",
      "k 0.0029242\n",
      "l 0.000616272\n",
      "m 0.0269458\n",
      "n 0.0868015\n",
      "o 0.0143621\n",
      "p 0.0112723\n",
      "q 0.00431273\n",
      "r 0.0183954\n",
      "s 0.163479\n",
      "t 0.11327\n",
      "u 0.00502346\n",
      "v 0.00052689\n",
      "w 0.000152005\n",
      "x 0.426382\n",
      "y 0.00740303\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0022579\n",
      "b 9.97129e-05\n",
      "c 0.00574763\n",
      "d 0.0133669\n",
      "e 0.0162615\n",
      "f 0.000384707\n",
      "g 0.00949326\n",
      "h 0.0022515\n",
      "i 0.00756465\n",
      "k 0.00444102\n",
      "l 0.000386016\n",
      "m 0.0083752\n",
      "n 0.0390585\n",
      "o 0.00862117\n",
      "p 0.00775426\n",
      "q 0.00125588\n",
      "r 0.0357876\n",
      "s 0.0530483\n",
      "t 0.0306485\n",
      "u 0.00491688\n",
      "v 0.000414309\n",
      "w 6.54057e-05\n",
      "x 0.746546\n",
      "y 0.00125271\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00444651\n",
      "b 8.20767e-05\n",
      "c 0.00294849\n",
      "d 0.00932658\n",
      "e 0.0222667\n",
      "f 0.000258552\n",
      "g 0.00965563\n",
      "h 0.00137862\n",
      "i 0.00771758\n",
      "k 0.00319586\n",
      "l 0.000278069\n",
      "m 0.0196464\n",
      "n 0.0960176\n",
      "o 0.00929823\n",
      "p 0.00519817\n",
      "q 0.000997529\n",
      "r 0.0205822\n",
      "s 0.0918706\n",
      "t 0.0715616\n",
      "u 0.00314694\n",
      "v 0.000281663\n",
      "w 6.17961e-05\n",
      "x 0.617923\n",
      "y 0.00185996\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00342856\n",
      "b 0.000108376\n",
      "c 0.00406022\n",
      "d 0.0153213\n",
      "e 0.013445\n",
      "f 0.000452964\n",
      "g 0.0103193\n",
      "h 0.00235314\n",
      "i 0.0107281\n",
      "k 0.00491884\n",
      "l 0.000529912\n",
      "m 0.00828189\n",
      "n 0.0439417\n",
      "o 0.00611166\n",
      "p 0.00456887\n",
      "q 0.000863576\n",
      "r 0.0268215\n",
      "s 0.0548076\n",
      "t 0.0364971\n",
      "u 0.00455154\n",
      "v 0.00035902\n",
      "w 6.56156e-05\n",
      "x 0.746029\n",
      "y 0.00143494\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00304257\n",
      "b 0.000153199\n",
      "c 0.00900778\n",
      "d 0.0166955\n",
      "e 0.0254682\n",
      "f 0.0006711\n",
      "g 0.0123147\n",
      "h 0.00348582\n",
      "i 0.0099415\n",
      "k 0.00426098\n",
      "l 0.000594879\n",
      "m 0.0148797\n",
      "n 0.0578493\n",
      "o 0.0119578\n",
      "p 0.0106407\n",
      "q 0.00217198\n",
      "r 0.0345034\n",
      "s 0.0579914\n",
      "t 0.0364308\n",
      "u 0.00516681\n",
      "v 0.000469807\n",
      "w 8.18012e-05\n",
      "x 0.680238\n",
      "y 0.00198269\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00972557\n",
      "b 0.000118913\n",
      "c 0.00331096\n",
      "d 0.0110568\n",
      "e 0.0288104\n",
      "f 0.000450001\n",
      "g 0.00740035\n",
      "h 0.00164928\n",
      "i 0.014588\n",
      "k 0.00242367\n",
      "l 0.00036141\n",
      "m 0.0179423\n",
      "n 0.0816463\n",
      "o 0.00839866\n",
      "p 0.00682566\n",
      "q 0.00162691\n",
      "r 0.0119701\n",
      "s 0.125676\n",
      "t 0.0982469\n",
      "u 0.00218523\n",
      "v 0.000171775\n",
      "w 5.37476e-05\n",
      "x 0.561881\n",
      "y 0.00347973\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00425806\n",
      "b 0.000103654\n",
      "c 0.0027514\n",
      "d 0.00659642\n",
      "e 0.0172927\n",
      "f 0.000399777\n",
      "g 0.0125266\n",
      "h 0.0014272\n",
      "i 0.00924818\n",
      "k 0.00254822\n",
      "l 0.000174257\n",
      "m 0.0150147\n",
      "n 0.0728331\n",
      "o 0.00903644\n",
      "p 0.00806978\n",
      "q 0.00105907\n",
      "r 0.0115246\n",
      "s 0.0767676\n",
      "t 0.0687661\n",
      "u 0.00161164\n",
      "v 0.000198001\n",
      "w 8.59812e-05\n",
      "x 0.675108\n",
      "y 0.00259854\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00808083\n",
      "b 0.000204599\n",
      "c 0.00474782\n",
      "d 0.00861428\n",
      "e 0.0236007\n",
      "f 0.000531416\n",
      "g 0.0164966\n",
      "h 0.0024198\n",
      "i 0.0136401\n",
      "k 0.00393219\n",
      "l 0.0003503\n",
      "m 0.0318109\n",
      "n 0.132347\n",
      "o 0.0128696\n",
      "p 0.0143113\n",
      "q 0.0037184\n",
      "r 0.018651\n",
      "s 0.0980013\n",
      "t 0.0964826\n",
      "u 0.00318398\n",
      "v 0.000337807\n",
      "w 0.000131635\n",
      "x 0.501295\n",
      "y 0.00424018\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00565542\n",
      "b 0.000121201\n",
      "c 0.00476935\n",
      "d 0.0108651\n",
      "e 0.0228608\n",
      "f 0.000393679\n",
      "g 0.0147106\n",
      "h 0.00280631\n",
      "i 0.00808556\n",
      "k 0.00371202\n",
      "l 0.000469607\n",
      "m 0.0166752\n",
      "n 0.0845778\n",
      "o 0.00914821\n",
      "p 0.0080108\n",
      "q 0.00160634\n",
      "r 0.0212362\n",
      "s 0.0825563\n",
      "t 0.0672846\n",
      "u 0.00344624\n",
      "v 0.000281055\n",
      "w 6.09249e-05\n",
      "x 0.628579\n",
      "y 0.00208767\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00425954\n",
      "b 6.8039e-05\n",
      "c 0.0028999\n",
      "d 0.00930724\n",
      "e 0.0151562\n",
      "f 0.000306691\n",
      "g 0.0126089\n",
      "h 0.00155384\n",
      "i 0.00584793\n",
      "k 0.00422677\n",
      "l 0.000693976\n",
      "m 0.0145226\n",
      "n 0.0939572\n",
      "o 0.00556261\n",
      "p 0.00439265\n",
      "q 0.000537892\n",
      "r 0.017779\n",
      "s 0.0554043\n",
      "t 0.06913\n",
      "u 0.00280209\n",
      "v 0.000328152\n",
      "w 6.77232e-05\n",
      "x 0.676496\n",
      "y 0.00209038\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00780846\n",
      "b 0.000121\n",
      "c 0.00496932\n",
      "d 0.0142839\n",
      "e 0.0619218\n",
      "f 0.000686359\n",
      "g 0.00585891\n",
      "h 0.00131216\n",
      "i 0.0297206\n",
      "k 0.0033904\n",
      "l 0.000855337\n",
      "m 0.0718522\n",
      "n 0.188303\n",
      "o 0.0120425\n",
      "p 0.00417825\n",
      "q 0.0018296\n",
      "r 0.0198875\n",
      "s 0.141265\n",
      "t 0.0963722\n",
      "u 0.00367896\n",
      "v 0.00046487\n",
      "w 0.000101455\n",
      "x 0.32135\n",
      "y 0.00774594\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.008774\n",
      "b 5.35205e-05\n",
      "c 0.00405284\n",
      "d 0.0101915\n",
      "e 0.0589431\n",
      "f 0.000265959\n",
      "g 0.00445133\n",
      "h 0.000752199\n",
      "i 0.0205532\n",
      "k 0.00237176\n",
      "l 0.000652048\n",
      "m 0.0670603\n",
      "n 0.183212\n",
      "o 0.0192108\n",
      "p 0.00316068\n",
      "q 0.00114071\n",
      "r 0.00992217\n",
      "s 0.202372\n",
      "t 0.125297\n",
      "u 0.00190204\n",
      "v 0.000338025\n",
      "w 8.22385e-05\n",
      "x 0.267506\n",
      "y 0.00773419\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0143962\n",
      "b 0.00017198\n",
      "c 0.0112103\n",
      "d 0.0096151\n",
      "e 0.0547775\n",
      "f 0.000633333\n",
      "g 0.00714674\n",
      "h 0.00181437\n",
      "i 0.0232941\n",
      "k 0.00296742\n",
      "l 0.000839889\n",
      "m 0.0408395\n",
      "n 0.112625\n",
      "o 0.0194567\n",
      "p 0.00734329\n",
      "q 0.00283746\n",
      "r 0.0124024\n",
      "s 0.197423\n",
      "t 0.114725\n",
      "u 0.00293822\n",
      "v 0.000484594\n",
      "w 0.000151199\n",
      "x 0.34945\n",
      "y 0.012456\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0272526\n",
      "b 0.000267598\n",
      "c 0.00486437\n",
      "d 0.00433936\n",
      "e 0.0294394\n",
      "f 0.00121031\n",
      "g 0.0122303\n",
      "h 0.0033185\n",
      "i 0.0506926\n",
      "k 0.00445098\n",
      "l 0.00153587\n",
      "m 0.0555281\n",
      "n 0.15981\n",
      "o 0.00932089\n",
      "p 0.013383\n",
      "q 0.00393554\n",
      "r 0.00563371\n",
      "s 0.163763\n",
      "t 0.154574\n",
      "u 0.00154402\n",
      "v 0.000251149\n",
      "w 0.000175661\n",
      "x 0.266395\n",
      "y 0.0260833\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00859595\n",
      "b 0.000196596\n",
      "c 0.021744\n",
      "d 0.00423793\n",
      "e 0.0119705\n",
      "f 0.000777711\n",
      "g 0.115269\n",
      "h 0.0164117\n",
      "i 0.00595616\n",
      "k 0.00670618\n",
      "l 0.00388943\n",
      "m 0.0197154\n",
      "n 0.104417\n",
      "o 0.0144673\n",
      "p 0.0497586\n",
      "q 0.00672605\n",
      "r 0.0116387\n",
      "s 0.0365033\n",
      "t 0.0710104\n",
      "u 0.00182432\n",
      "v 0.000463085\n",
      "w 0.000196082\n",
      "x 0.475476\n",
      "y 0.0120484\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0188697\n",
      "b 0.00026895\n",
      "c 0.0170862\n",
      "d 0.00724632\n",
      "e 0.0167713\n",
      "f 0.00150209\n",
      "g 0.0333355\n",
      "h 0.00548444\n",
      "i 0.0140293\n",
      "k 0.00538317\n",
      "l 0.00662754\n",
      "m 0.025026\n",
      "n 0.113838\n",
      "o 0.00879934\n",
      "p 0.0609846\n",
      "q 0.00965214\n",
      "r 0.00781614\n",
      "s 0.0463857\n",
      "t 0.120076\n",
      "u 0.00172057\n",
      "v 0.000488931\n",
      "w 0.000298155\n",
      "x 0.439442\n",
      "y 0.038868\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0155992\n",
      "b 0.000286353\n",
      "c 0.0314153\n",
      "d 0.00634566\n",
      "e 0.0188567\n",
      "f 0.00174614\n",
      "g 0.0549638\n",
      "h 0.00831028\n",
      "i 0.00830573\n",
      "k 0.00678237\n",
      "l 0.011279\n",
      "m 0.0276532\n",
      "n 0.127962\n",
      "o 0.0116534\n",
      "p 0.0872469\n",
      "q 0.0127198\n",
      "r 0.0102538\n",
      "s 0.0339322\n",
      "t 0.116818\n",
      "u 0.00190699\n",
      "v 0.000706804\n",
      "w 0.000358967\n",
      "x 0.361005\n",
      "y 0.0438927\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00555398\n",
      "b 0.000166759\n",
      "c 0.0209046\n",
      "d 0.00879173\n",
      "e 0.018309\n",
      "f 0.00112172\n",
      "g 0.0747995\n",
      "h 0.00821437\n",
      "i 0.00580478\n",
      "k 0.00670245\n",
      "l 0.00536979\n",
      "m 0.0206347\n",
      "n 0.102851\n",
      "o 0.00921454\n",
      "p 0.0549103\n",
      "q 0.00568389\n",
      "r 0.0170001\n",
      "s 0.025523\n",
      "t 0.061569\n",
      "u 0.00209231\n",
      "v 0.00066153\n",
      "w 0.000228935\n",
      "x 0.528926\n",
      "y 0.0149659\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00971416\n",
      "b 0.000147721\n",
      "c 0.00815991\n",
      "d 0.00484775\n",
      "e 0.0206362\n",
      "f 0.000836983\n",
      "g 0.0444994\n",
      "h 0.00366035\n",
      "i 0.00525985\n",
      "k 0.00409847\n",
      "l 0.00305371\n",
      "m 0.0437429\n",
      "n 0.23199\n",
      "o 0.00803038\n",
      "p 0.0286102\n",
      "q 0.00337431\n",
      "r 0.00875527\n",
      "s 0.0391682\n",
      "t 0.132494\n",
      "u 0.00123709\n",
      "v 0.000315498\n",
      "w 0.000150595\n",
      "x 0.383582\n",
      "y 0.0136347\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0094771\n",
      "b 0.000224058\n",
      "c 0.0276296\n",
      "d 0.0067209\n",
      "e 0.0157419\n",
      "f 0.00141094\n",
      "g 0.0972802\n",
      "h 0.00776783\n",
      "i 0.00768615\n",
      "k 0.0066665\n",
      "l 0.00750417\n",
      "m 0.0341057\n",
      "n 0.161094\n",
      "o 0.0139855\n",
      "p 0.0565285\n",
      "q 0.0076679\n",
      "r 0.010743\n",
      "s 0.0255236\n",
      "t 0.0903693\n",
      "u 0.00170173\n",
      "v 0.000815086\n",
      "w 0.000428809\n",
      "x 0.377758\n",
      "y 0.031169\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00784948\n",
      "b 0.000157628\n",
      "c 0.012699\n",
      "d 0.0066772\n",
      "e 0.0175531\n",
      "f 0.000929769\n",
      "g 0.0502308\n",
      "h 0.00833043\n",
      "i 0.00797161\n",
      "k 0.00767982\n",
      "l 0.00440401\n",
      "m 0.0150545\n",
      "n 0.0814124\n",
      "o 0.00610231\n",
      "p 0.0412189\n",
      "q 0.00437318\n",
      "r 0.0160864\n",
      "s 0.0401287\n",
      "t 0.0747118\n",
      "u 0.002248\n",
      "v 0.000502832\n",
      "w 0.000169448\n",
      "x 0.577783\n",
      "y 0.0157253\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00694843\n",
      "b 0.000148737\n",
      "c 0.00986319\n",
      "d 0.00335984\n",
      "e 0.0115481\n",
      "f 0.000693077\n",
      "g 0.168441\n",
      "h 0.0204767\n",
      "i 0.00466588\n",
      "k 0.00812589\n",
      "l 0.00353408\n",
      "m 0.0185491\n",
      "n 0.121222\n",
      "o 0.00678045\n",
      "p 0.0188861\n",
      "q 0.00207746\n",
      "r 0.0130954\n",
      "s 0.030302\n",
      "t 0.0683896\n",
      "u 0.00173035\n",
      "v 0.00037403\n",
      "w 0.000137529\n",
      "x 0.471979\n",
      "y 0.00867217\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00746012\n",
      "b 0.000150716\n",
      "c 0.0150669\n",
      "d 0.00577641\n",
      "e 0.0129557\n",
      "f 0.000731484\n",
      "g 0.15258\n",
      "h 0.023464\n",
      "i 0.00804613\n",
      "k 0.0108426\n",
      "l 0.0049398\n",
      "m 0.0174478\n",
      "n 0.100179\n",
      "o 0.0107\n",
      "p 0.0196176\n",
      "q 0.00302744\n",
      "r 0.0171585\n",
      "s 0.0377968\n",
      "t 0.0590143\n",
      "u 0.00232685\n",
      "v 0.000438755\n",
      "w 0.00012356\n",
      "x 0.48214\n",
      "y 0.00801575\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00777936\n",
      "b 8.80682e-05\n",
      "c 0.00560804\n",
      "d 0.00450837\n",
      "e 0.0108094\n",
      "f 0.000436096\n",
      "g 0.0970497\n",
      "h 0.0165804\n",
      "i 0.00714004\n",
      "k 0.0109217\n",
      "l 0.00344601\n",
      "m 0.0120744\n",
      "n 0.0888889\n",
      "o 0.005638\n",
      "p 0.00820651\n",
      "q 0.000956122\n",
      "r 0.0143625\n",
      "s 0.045943\n",
      "t 0.0698935\n",
      "u 0.00193308\n",
      "v 0.000286419\n",
      "w 7.71912e-05\n",
      "x 0.582058\n",
      "y 0.00531528\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00861536\n",
      "b 0.000169633\n",
      "c 0.00853022\n",
      "d 0.00613532\n",
      "e 0.0117337\n",
      "f 0.000832228\n",
      "g 0.131214\n",
      "h 0.0233645\n",
      "i 0.00701592\n",
      "k 0.0168395\n",
      "l 0.00606605\n",
      "m 0.0132673\n",
      "n 0.0965251\n",
      "o 0.00509137\n",
      "p 0.0121438\n",
      "q 0.0017089\n",
      "r 0.0229627\n",
      "s 0.0320771\n",
      "t 0.0695124\n",
      "u 0.00322439\n",
      "v 0.000502175\n",
      "w 0.000130844\n",
      "x 0.515088\n",
      "y 0.00725023\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00655108\n",
      "b 0.000141017\n",
      "c 0.00637522\n",
      "d 0.00539739\n",
      "e 0.0121878\n",
      "f 0.000592821\n",
      "g 0.106223\n",
      "h 0.0157434\n",
      "i 0.00659818\n",
      "k 0.0124836\n",
      "l 0.0028411\n",
      "m 0.0144576\n",
      "n 0.100715\n",
      "o 0.00582842\n",
      "p 0.00910102\n",
      "q 0.00117931\n",
      "r 0.0219401\n",
      "s 0.0410029\n",
      "t 0.0637075\n",
      "u 0.00285968\n",
      "v 0.000380556\n",
      "w 9.83287e-05\n",
      "x 0.559265\n",
      "y 0.00433024\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00932156\n",
      "b 0.000178272\n",
      "c 0.00507309\n",
      "d 0.00484438\n",
      "e 0.0164389\n",
      "f 0.000975377\n",
      "g 0.134086\n",
      "h 0.0189154\n",
      "i 0.00786426\n",
      "k 0.00930778\n",
      "l 0.00360859\n",
      "m 0.0263389\n",
      "n 0.161812\n",
      "o 0.0051042\n",
      "p 0.00982248\n",
      "q 0.00118651\n",
      "r 0.0127533\n",
      "s 0.0394346\n",
      "t 0.0891799\n",
      "u 0.00190517\n",
      "v 0.000334865\n",
      "w 0.000133919\n",
      "x 0.432826\n",
      "y 0.00855375\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00676293\n",
      "b 0.000136209\n",
      "c 0.00444607\n",
      "d 0.00272694\n",
      "e 0.0103089\n",
      "f 0.000593715\n",
      "g 0.135909\n",
      "h 0.0165628\n",
      "i 0.00530127\n",
      "k 0.00895826\n",
      "l 0.00238246\n",
      "m 0.0216074\n",
      "n 0.151151\n",
      "o 0.0051319\n",
      "p 0.00903779\n",
      "q 0.000908992\n",
      "r 0.0121523\n",
      "s 0.0380579\n",
      "t 0.0737207\n",
      "u 0.00162924\n",
      "v 0.000255785\n",
      "w 9.76909e-05\n",
      "x 0.487221\n",
      "y 0.00493951\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00469169\n",
      "b 9.14957e-05\n",
      "c 0.00488327\n",
      "d 0.00317133\n",
      "e 0.00867591\n",
      "f 0.000452702\n",
      "g 0.122887\n",
      "h 0.0161577\n",
      "i 0.00740656\n",
      "k 0.0111948\n",
      "l 0.00210653\n",
      "m 0.015251\n",
      "n 0.100419\n",
      "o 0.006126\n",
      "p 0.00964108\n",
      "q 0.0010227\n",
      "r 0.0152286\n",
      "s 0.0422294\n",
      "t 0.0561005\n",
      "u 0.00181429\n",
      "v 0.000347676\n",
      "w 0.000118138\n",
      "x 0.564648\n",
      "y 0.00533493\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00809303\n",
      "b 0.000110737\n",
      "c 0.00575326\n",
      "d 0.00261321\n",
      "e 0.0113362\n",
      "f 0.000655212\n",
      "g 0.14918\n",
      "h 0.0236386\n",
      "i 0.00902116\n",
      "k 0.00987978\n",
      "l 0.00386728\n",
      "m 0.0220745\n",
      "n 0.133189\n",
      "o 0.00615693\n",
      "p 0.0119592\n",
      "q 0.00130022\n",
      "r 0.00923154\n",
      "s 0.0462087\n",
      "t 0.0768574\n",
      "u 0.00131464\n",
      "v 0.0002919\n",
      "w 0.000122523\n",
      "x 0.456434\n",
      "y 0.0107121\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00210127\n",
      "b 0.000260787\n",
      "c 0.0531084\n",
      "d 0.00597899\n",
      "e 0.0204113\n",
      "f 0.000409343\n",
      "g 0.0680316\n",
      "h 0.0130457\n",
      "i 0.00333442\n",
      "k 0.00530278\n",
      "l 0.000481911\n",
      "m 0.0137879\n",
      "n 0.0518371\n",
      "o 0.0490918\n",
      "p 0.0147943\n",
      "q 0.00312306\n",
      "r 0.041754\n",
      "s 0.072893\n",
      "t 0.02209\n",
      "u 0.00615478\n",
      "v 0.000942703\n",
      "w 0.00014945\n",
      "x 0.549764\n",
      "y 0.00115153\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00413316\n",
      "b 0.000508438\n",
      "c 0.0694018\n",
      "d 0.0221281\n",
      "e 0.0312676\n",
      "f 0.00075102\n",
      "g 0.0303156\n",
      "h 0.0137158\n",
      "i 0.0145793\n",
      "k 0.018748\n",
      "l 0.00136998\n",
      "m 0.00674537\n",
      "n 0.0220616\n",
      "o 0.0867177\n",
      "p 0.00628674\n",
      "q 0.00171472\n",
      "r 0.0664738\n",
      "s 0.118134\n",
      "t 0.0198099\n",
      "u 0.0151427\n",
      "v 0.00132713\n",
      "w 0.000138548\n",
      "x 0.447796\n",
      "y 0.000731977\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00395027\n",
      "b 0.000358947\n",
      "c 0.00965249\n",
      "d 0.0107761\n",
      "e 0.00837449\n",
      "f 0.000625421\n",
      "g 0.0345476\n",
      "h 0.0106551\n",
      "i 0.0081629\n",
      "k 0.0380724\n",
      "l 0.001455\n",
      "m 0.00295406\n",
      "n 0.0203322\n",
      "o 0.0105893\n",
      "p 0.00902577\n",
      "q 0.000963419\n",
      "r 0.0592068\n",
      "s 0.0598052\n",
      "t 0.0267867\n",
      "u 0.011724\n",
      "v 0.000783098\n",
      "w 0.000119782\n",
      "x 0.670451\n",
      "y 0.000628155\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00120824\n",
      "b 0.000450361\n",
      "c 0.015534\n",
      "d 0.0127879\n",
      "e 0.00516415\n",
      "f 0.000927816\n",
      "g 0.0638713\n",
      "h 0.0209834\n",
      "i 0.00473864\n",
      "k 0.0724009\n",
      "l 0.0022853\n",
      "m 0.00164471\n",
      "n 0.0106993\n",
      "o 0.00711599\n",
      "p 0.0146264\n",
      "q 0.00155591\n",
      "r 0.143801\n",
      "s 0.0180467\n",
      "t 0.00950757\n",
      "u 0.0212924\n",
      "v 0.00195257\n",
      "w 0.000235559\n",
      "x 0.568633\n",
      "y 0.000536352\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00090205\n",
      "b 0.000419831\n",
      "c 0.0152747\n",
      "d 0.0125798\n",
      "e 0.00390407\n",
      "f 0.000893553\n",
      "g 0.0591867\n",
      "h 0.0242147\n",
      "i 0.00338014\n",
      "k 0.0714979\n",
      "l 0.0022381\n",
      "m 0.00100082\n",
      "n 0.00698321\n",
      "o 0.00620936\n",
      "p 0.018482\n",
      "q 0.00159071\n",
      "r 0.146013\n",
      "s 0.0129404\n",
      "t 0.00745737\n",
      "u 0.0210456\n",
      "v 0.00199639\n",
      "w 0.000241102\n",
      "x 0.581111\n",
      "y 0.000437367\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00135992\n",
      "b 0.000347297\n",
      "c 0.00961019\n",
      "d 0.0122136\n",
      "e 0.00339111\n",
      "f 0.000758277\n",
      "g 0.0767344\n",
      "h 0.0226969\n",
      "i 0.0046333\n",
      "k 0.104612\n",
      "l 0.00296804\n",
      "m 0.000924559\n",
      "n 0.00776671\n",
      "o 0.00474358\n",
      "p 0.00658885\n",
      "q 0.000604812\n",
      "r 0.118354\n",
      "s 0.0148618\n",
      "t 0.00921119\n",
      "u 0.0181127\n",
      "v 0.00155822\n",
      "w 0.000193077\n",
      "x 0.577321\n",
      "y 0.000433399\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00111919\n",
      "b 0.000348767\n",
      "c 0.0174427\n",
      "d 0.011329\n",
      "e 0.00496948\n",
      "f 0.000636419\n",
      "g 0.108848\n",
      "h 0.0328422\n",
      "i 0.00277799\n",
      "k 0.0617032\n",
      "l 0.00198898\n",
      "m 0.00143931\n",
      "n 0.0105719\n",
      "o 0.00944973\n",
      "p 0.0100137\n",
      "q 0.00104322\n",
      "r 0.127481\n",
      "s 0.0167666\n",
      "t 0.00943965\n",
      "u 0.0183695\n",
      "v 0.00181688\n",
      "w 0.00020681\n",
      "x 0.549\n",
      "y 0.000395713\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000682128\n",
      "b 0.000403974\n",
      "c 0.00981405\n",
      "d 0.0118563\n",
      "e 0.00288512\n",
      "f 0.00108962\n",
      "g 0.0504339\n",
      "h 0.0123882\n",
      "i 0.0042427\n",
      "k 0.0888901\n",
      "l 0.00182671\n",
      "m 0.000823373\n",
      "n 0.00609049\n",
      "o 0.00391147\n",
      "p 0.0101686\n",
      "q 0.000612406\n",
      "r 0.124945\n",
      "s 0.00999197\n",
      "t 0.00611773\n",
      "u 0.018277\n",
      "v 0.00231543\n",
      "w 0.000329438\n",
      "x 0.631451\n",
      "y 0.000452759\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000562243\n",
      "b 0.000347863\n",
      "c 0.00541589\n",
      "d 0.0186993\n",
      "e 0.00234324\n",
      "f 0.00123519\n",
      "g 0.0479926\n",
      "h 0.0107306\n",
      "i 0.00477438\n",
      "k 0.143455\n",
      "l 0.00257045\n",
      "m 0.000625732\n",
      "n 0.00512637\n",
      "o 0.00177173\n",
      "p 0.00502211\n",
      "q 0.000378465\n",
      "r 0.183446\n",
      "s 0.00585987\n",
      "t 0.00497855\n",
      "u 0.0238174\n",
      "v 0.00288938\n",
      "w 0.000361196\n",
      "x 0.527161\n",
      "y 0.00043577\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0013062\n",
      "b 0.000430075\n",
      "c 0.011207\n",
      "d 0.00879906\n",
      "e 0.00615727\n",
      "f 0.000515868\n",
      "g 0.032357\n",
      "h 0.0071813\n",
      "i 0.00510118\n",
      "k 0.0391138\n",
      "l 0.000616088\n",
      "m 0.00377501\n",
      "n 0.0217343\n",
      "o 0.010841\n",
      "p 0.00699484\n",
      "q 0.000857024\n",
      "r 0.121149\n",
      "s 0.0350417\n",
      "t 0.0126809\n",
      "u 0.0216132\n",
      "v 0.00184506\n",
      "w 0.000237878\n",
      "x 0.650087\n",
      "y 0.000357549\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000182759\n",
      "b 0.000111278\n",
      "c 0.0100338\n",
      "d 0.00742119\n",
      "e 0.00440715\n",
      "f 0.000202653\n",
      "g 0.0370187\n",
      "h 0.00551944\n",
      "i 0.000822924\n",
      "k 0.0119301\n",
      "l 0.000225981\n",
      "m 0.00347683\n",
      "n 0.0222012\n",
      "o 0.00732539\n",
      "p 0.00249832\n",
      "q 0.000335532\n",
      "r 0.199084\n",
      "s 0.00962963\n",
      "t 0.00440802\n",
      "u 0.0147217\n",
      "v 0.00145032\n",
      "w 0.000109794\n",
      "x 0.656793\n",
      "y 9.06016e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0014712\n",
      "b 3.87835e-05\n",
      "c 0.00375773\n",
      "d 0.0047656\n",
      "e 0.00638903\n",
      "f 0.000175086\n",
      "g 0.0796154\n",
      "h 0.0109065\n",
      "i 0.00351013\n",
      "k 0.00965405\n",
      "l 0.00107496\n",
      "m 0.00578862\n",
      "n 0.0458675\n",
      "o 0.0044358\n",
      "p 0.00375297\n",
      "q 0.000368188\n",
      "r 0.0298399\n",
      "s 0.0294502\n",
      "t 0.0224837\n",
      "u 0.00242867\n",
      "v 0.000299512\n",
      "w 4.82213e-05\n",
      "x 0.73286\n",
      "y 0.00101811\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00662967\n",
      "b 5.75144e-05\n",
      "c 0.00744745\n",
      "d 0.00768819\n",
      "e 0.0194563\n",
      "f 0.000420067\n",
      "g 0.0682509\n",
      "h 0.0108609\n",
      "i 0.00920402\n",
      "k 0.0107041\n",
      "l 0.00645568\n",
      "m 0.0196033\n",
      "n 0.123218\n",
      "o 0.00536538\n",
      "p 0.00505927\n",
      "q 0.000861306\n",
      "r 0.0204708\n",
      "s 0.0522502\n",
      "t 0.0678148\n",
      "u 0.00230849\n",
      "v 0.000423493\n",
      "w 7.36789e-05\n",
      "x 0.547859\n",
      "y 0.00751743\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0181457\n",
      "b 0.00014222\n",
      "c 0.0111357\n",
      "d 0.00488501\n",
      "e 0.0339981\n",
      "f 0.000887089\n",
      "g 0.013261\n",
      "h 0.00385129\n",
      "i 0.0597405\n",
      "k 0.00557094\n",
      "l 0.00274195\n",
      "m 0.0282754\n",
      "n 0.0710839\n",
      "o 0.0124335\n",
      "p 0.0189519\n",
      "q 0.00399235\n",
      "r 0.00641956\n",
      "s 0.191169\n",
      "t 0.103292\n",
      "u 0.00156207\n",
      "v 0.000511571\n",
      "w 0.00026426\n",
      "x 0.348082\n",
      "y 0.0596028\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0201494\n",
      "b 0.000155657\n",
      "c 0.0237602\n",
      "d 0.00272038\n",
      "e 0.078001\n",
      "f 0.00102764\n",
      "g 0.00733315\n",
      "h 0.00272376\n",
      "i 0.0456746\n",
      "k 0.00169047\n",
      "l 0.00122868\n",
      "m 0.0304812\n",
      "n 0.038839\n",
      "o 0.0243627\n",
      "p 0.0129931\n",
      "q 0.00479836\n",
      "r 0.00288021\n",
      "s 0.246631\n",
      "t 0.101034\n",
      "u 0.000912665\n",
      "v 0.000692075\n",
      "w 0.000539299\n",
      "x 0.115334\n",
      "y 0.236037\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.08586\n",
      "b 0.000362929\n",
      "c 0.00636983\n",
      "d 0.00178933\n",
      "e 0.111205\n",
      "f 0.00135608\n",
      "g 0.00154699\n",
      "h 0.00191061\n",
      "i 0.0126735\n",
      "k 0.000304796\n",
      "l 0.000580814\n",
      "m 0.0226416\n",
      "n 0.028274\n",
      "o 0.0067766\n",
      "p 0.0154826\n",
      "q 0.00949082\n",
      "r 0.00062046\n",
      "s 0.2472\n",
      "t 0.222171\n",
      "u 0.000508936\n",
      "v 0.000153327\n",
      "w 0.000232935\n",
      "x 0.0260364\n",
      "y 0.196453\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.186161\n",
      "b 0.000941401\n",
      "c 0.00758527\n",
      "d 0.00111794\n",
      "e 0.0536654\n",
      "f 0.00171281\n",
      "g 0.00278042\n",
      "h 0.00649532\n",
      "i 0.00498406\n",
      "k 0.000199883\n",
      "l 0.000679804\n",
      "m 0.0170014\n",
      "n 0.0223429\n",
      "o 0.00687233\n",
      "p 0.028527\n",
      "q 0.047112\n",
      "r 0.000313308\n",
      "s 0.099278\n",
      "t 0.244888\n",
      "u 0.000481131\n",
      "v 0.000124946\n",
      "w 0.000357117\n",
      "x 0.00978199\n",
      "y 0.256596\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.206226\n",
      "b 0.000669315\n",
      "c 0.00319896\n",
      "d 0.00104265\n",
      "e 0.0637583\n",
      "f 0.00122213\n",
      "g 0.00155851\n",
      "h 0.00290442\n",
      "i 0.00487953\n",
      "k 0.000157282\n",
      "l 0.000317584\n",
      "m 0.0160389\n",
      "n 0.0246776\n",
      "o 0.00488347\n",
      "p 0.00950367\n",
      "q 0.00914439\n",
      "r 0.000247348\n",
      "s 0.173198\n",
      "t 0.327617\n",
      "u 0.000390264\n",
      "v 7.62737e-05\n",
      "w 0.000207375\n",
      "x 0.0130896\n",
      "y 0.134992\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.233507\n",
      "b 0.00099282\n",
      "c 0.00320515\n",
      "d 0.000837424\n",
      "e 0.0373357\n",
      "f 0.00126638\n",
      "g 0.00262889\n",
      "h 0.00507959\n",
      "i 0.00411381\n",
      "k 0.000221174\n",
      "l 0.000364063\n",
      "m 0.0164163\n",
      "n 0.0284372\n",
      "o 0.00532119\n",
      "p 0.0180387\n",
      "q 0.0242761\n",
      "r 0.000272196\n",
      "s 0.114682\n",
      "t 0.350785\n",
      "u 0.0004713\n",
      "v 9.14908e-05\n",
      "w 0.000321408\n",
      "x 0.0109091\n",
      "y 0.140426\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.223325\n",
      "b 0.000776554\n",
      "c 0.00193347\n",
      "d 0.000639676\n",
      "e 0.082585\n",
      "f 0.000728433\n",
      "g 0.00169138\n",
      "h 0.00352008\n",
      "i 0.00333176\n",
      "k 0.00012343\n",
      "l 0.0001417\n",
      "m 0.0295731\n",
      "n 0.0414602\n",
      "o 0.00470408\n",
      "p 0.00809398\n",
      "q 0.0165644\n",
      "r 0.00024501\n",
      "s 0.208749\n",
      "t 0.327149\n",
      "u 0.000319124\n",
      "v 2.52688e-05\n",
      "w 5.81207e-05\n",
      "x 0.00681223\n",
      "y 0.0374506\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.126318\n",
      "b 0.000576726\n",
      "c 0.00457509\n",
      "d 0.000450502\n",
      "e 0.115181\n",
      "f 0.00092006\n",
      "g 0.00560036\n",
      "h 0.0274648\n",
      "i 0.00502806\n",
      "k 0.000137094\n",
      "l 0.000139305\n",
      "m 0.02622\n",
      "n 0.0249831\n",
      "o 0.023672\n",
      "p 0.011974\n",
      "q 0.0121895\n",
      "r 0.000176839\n",
      "s 0.349361\n",
      "t 0.203694\n",
      "u 0.000222908\n",
      "v 3.64743e-05\n",
      "w 9.98125e-05\n",
      "x 0.00740737\n",
      "y 0.0535725\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.104752\n",
      "b 0.00265171\n",
      "c 0.0115583\n",
      "d 0.00306632\n",
      "e 0.112433\n",
      "f 0.00337448\n",
      "g 0.00410003\n",
      "h 0.00655487\n",
      "i 0.00887054\n",
      "k 0.00055893\n",
      "l 0.00030093\n",
      "m 0.0377876\n",
      "n 0.0452751\n",
      "o 0.0235315\n",
      "p 0.0226226\n",
      "q 0.0219315\n",
      "r 0.00135993\n",
      "s 0.247595\n",
      "t 0.242668\n",
      "u 0.00193066\n",
      "v 0.000391156\n",
      "w 0.000841221\n",
      "x 0.0309366\n",
      "y 0.0649086\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.127979\n",
      "b 0.00117891\n",
      "c 0.00187826\n",
      "d 0.0020978\n",
      "e 0.0265713\n",
      "f 0.00162041\n",
      "g 0.00299047\n",
      "h 0.00201464\n",
      "i 0.00699362\n",
      "k 0.000779615\n",
      "l 0.000244167\n",
      "m 0.0148679\n",
      "n 0.0424057\n",
      "o 0.00516005\n",
      "p 0.0158431\n",
      "q 0.00723475\n",
      "r 0.000952419\n",
      "s 0.142877\n",
      "t 0.456965\n",
      "u 0.00125163\n",
      "v 0.000314779\n",
      "w 0.00115794\n",
      "x 0.0528585\n",
      "y 0.0837633\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.124104\n",
      "b 0.000521434\n",
      "c 0.00218071\n",
      "d 0.00119145\n",
      "e 0.0340034\n",
      "f 0.00102959\n",
      "g 0.00405096\n",
      "h 0.00263484\n",
      "i 0.00666616\n",
      "k 0.000515104\n",
      "l 0.00025931\n",
      "m 0.0186411\n",
      "n 0.0455401\n",
      "o 0.00775119\n",
      "p 0.00940912\n",
      "q 0.00485627\n",
      "r 0.000485733\n",
      "s 0.170184\n",
      "t 0.44162\n",
      "u 0.000488548\n",
      "v 0.000141257\n",
      "w 0.000464692\n",
      "x 0.0309288\n",
      "y 0.0923324\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.133447\n",
      "b 0.000227754\n",
      "c 0.00164346\n",
      "d 0.00249867\n",
      "e 0.0457201\n",
      "f 0.000636961\n",
      "g 0.00197257\n",
      "h 0.00119024\n",
      "i 0.00851308\n",
      "k 0.000274065\n",
      "l 0.000252021\n",
      "m 0.0132256\n",
      "n 0.0359329\n",
      "o 0.00485325\n",
      "p 0.00290747\n",
      "q 0.00161708\n",
      "r 0.00040952\n",
      "s 0.213097\n",
      "t 0.415498\n",
      "u 0.000404118\n",
      "v 0.000100131\n",
      "w 0.00020653\n",
      "x 0.04247\n",
      "y 0.0729033\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.196555\n",
      "b 0.000152777\n",
      "c 0.000791038\n",
      "d 0.000981758\n",
      "e 0.0274824\n",
      "f 0.000231277\n",
      "g 0.000813442\n",
      "h 0.000454864\n",
      "i 0.00415802\n",
      "k 0.000112189\n",
      "l 0.000120593\n",
      "m 0.00866492\n",
      "n 0.0271432\n",
      "o 0.00321156\n",
      "p 0.00150109\n",
      "q 0.000931581\n",
      "r 0.000149669\n",
      "s 0.238106\n",
      "t 0.43644\n",
      "u 0.000187859\n",
      "v 2.5739e-05\n",
      "w 5.45208e-05\n",
      "x 0.0215057\n",
      "y 0.0302255\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0987564\n",
      "b 0.000148138\n",
      "c 0.000981966\n",
      "d 0.0019298\n",
      "e 0.0554701\n",
      "f 0.000404615\n",
      "g 0.00175285\n",
      "h 0.000760699\n",
      "i 0.00618983\n",
      "k 0.00023392\n",
      "l 0.000194796\n",
      "m 0.0224035\n",
      "n 0.0608775\n",
      "o 0.00499322\n",
      "p 0.0021818\n",
      "q 0.000876694\n",
      "r 0.000393208\n",
      "s 0.221801\n",
      "t 0.440626\n",
      "u 0.000326172\n",
      "v 6.47169e-05\n",
      "w 0.000103632\n",
      "x 0.0400535\n",
      "y 0.0384762\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.147321\n",
      "b 0.000333984\n",
      "c 0.000865503\n",
      "d 0.00122241\n",
      "e 0.0442067\n",
      "f 0.000707263\n",
      "g 0.00121497\n",
      "h 0.00117531\n",
      "i 0.004893\n",
      "k 0.000216463\n",
      "l 0.000178326\n",
      "m 0.0131319\n",
      "n 0.0357561\n",
      "o 0.00243333\n",
      "p 0.00338955\n",
      "q 0.0013986\n",
      "r 0.000320506\n",
      "s 0.212377\n",
      "t 0.440702\n",
      "u 0.000386362\n",
      "v 6.29912e-05\n",
      "w 0.000152335\n",
      "x 0.0348297\n",
      "y 0.0527246\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.129864\n",
      "b 0.00018355\n",
      "c 0.00130178\n",
      "d 0.000782367\n",
      "e 0.0178288\n",
      "f 0.000437014\n",
      "g 0.00184599\n",
      "h 0.000992942\n",
      "i 0.00625138\n",
      "k 0.00031265\n",
      "l 0.000317523\n",
      "m 0.012068\n",
      "n 0.0388721\n",
      "o 0.0033791\n",
      "p 0.00594462\n",
      "q 0.00289321\n",
      "r 0.000303046\n",
      "s 0.152421\n",
      "t 0.465562\n",
      "u 0.000297665\n",
      "v 8.1932e-05\n",
      "w 0.000220286\n",
      "x 0.0402946\n",
      "y 0.117545\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.145251\n",
      "b 0.000132399\n",
      "c 0.000957059\n",
      "d 0.000777464\n",
      "e 0.0282699\n",
      "f 0.000259432\n",
      "g 0.00176942\n",
      "h 0.0011627\n",
      "i 0.00575302\n",
      "k 0.00020199\n",
      "l 0.000196695\n",
      "m 0.0131329\n",
      "n 0.0336666\n",
      "o 0.00378566\n",
      "p 0.00405654\n",
      "q 0.00256847\n",
      "r 0.000207952\n",
      "s 0.222057\n",
      "t 0.426895\n",
      "u 0.000225588\n",
      "v 5.69544e-05\n",
      "w 0.00013607\n",
      "x 0.0202004\n",
      "y 0.0882802\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.152949\n",
      "b 0.000315923\n",
      "c 0.00200918\n",
      "d 0.00121386\n",
      "e 0.0330128\n",
      "f 0.000573185\n",
      "g 0.0026432\n",
      "h 0.00306373\n",
      "i 0.0124461\n",
      "k 0.000346186\n",
      "l 0.000213491\n",
      "m 0.011606\n",
      "n 0.02559\n",
      "o 0.00661246\n",
      "p 0.00576377\n",
      "q 0.00431897\n",
      "r 0.000331881\n",
      "s 0.343431\n",
      "t 0.297422\n",
      "u 0.000385916\n",
      "v 6.15786e-05\n",
      "w 0.000139692\n",
      "x 0.0336398\n",
      "y 0.0619093\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.104788\n",
      "b 0.000225289\n",
      "c 0.00161446\n",
      "d 0.000915523\n",
      "e 0.0728158\n",
      "f 0.000396468\n",
      "g 0.00204747\n",
      "h 0.00208016\n",
      "i 0.00649334\n",
      "k 0.000178144\n",
      "l 0.000100524\n",
      "m 0.0211655\n",
      "n 0.034621\n",
      "o 0.0119541\n",
      "p 0.00305197\n",
      "q 0.00200605\n",
      "r 0.000243865\n",
      "s 0.387268\n",
      "t 0.305103\n",
      "u 0.000246336\n",
      "v 3.88348e-05\n",
      "w 7.51536e-05\n",
      "x 0.0141989\n",
      "y 0.028372\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0619025\n",
      "b 0.000170486\n",
      "c 0.000752127\n",
      "d 0.000397046\n",
      "e 0.0602915\n",
      "f 0.000305771\n",
      "g 0.00149819\n",
      "h 0.00297782\n",
      "i 0.0043552\n",
      "k 0.000119834\n",
      "l 4.4471e-05\n",
      "m 0.0177874\n",
      "n 0.0321669\n",
      "o 0.0056077\n",
      "p 0.00204224\n",
      "q 0.000879729\n",
      "r 0.000224371\n",
      "s 0.574839\n",
      "t 0.203645\n",
      "u 0.000194314\n",
      "v 1.47928e-05\n",
      "w 2.26211e-05\n",
      "x 0.0212948\n",
      "y 0.00846594\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.147833\n",
      "b 9.42404e-05\n",
      "c 0.000546679\n",
      "d 0.00072111\n",
      "e 0.0178037\n",
      "f 0.000177687\n",
      "g 0.00157476\n",
      "h 0.00100205\n",
      "i 0.00424847\n",
      "k 0.000215033\n",
      "l 0.00016792\n",
      "m 0.00633772\n",
      "n 0.0239332\n",
      "o 0.00209477\n",
      "p 0.00268022\n",
      "q 0.00124174\n",
      "r 0.000209948\n",
      "s 0.21421\n",
      "t 0.477631\n",
      "u 0.000226754\n",
      "v 4.83214e-05\n",
      "w 0.000111224\n",
      "x 0.0282548\n",
      "y 0.0686363\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.135709\n",
      "b 0.000140072\n",
      "c 0.00131453\n",
      "d 0.000893097\n",
      "e 0.0267655\n",
      "f 0.000313655\n",
      "g 0.00166013\n",
      "h 0.00129948\n",
      "i 0.00358929\n",
      "k 0.000208699\n",
      "l 0.000254661\n",
      "m 0.0075301\n",
      "n 0.0251811\n",
      "o 0.00394489\n",
      "p 0.00390236\n",
      "q 0.00129599\n",
      "r 0.000233746\n",
      "s 0.221857\n",
      "t 0.453833\n",
      "u 0.00027321\n",
      "v 7.26448e-05\n",
      "w 0.000151234\n",
      "x 0.0372321\n",
      "y 0.0723445\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.144467\n",
      "b 0.000110075\n",
      "c 0.000966213\n",
      "d 0.000828097\n",
      "e 0.0255388\n",
      "f 0.00041322\n",
      "g 0.00177946\n",
      "h 0.00115399\n",
      "i 0.00566491\n",
      "k 0.000232142\n",
      "l 0.000407146\n",
      "m 0.00828656\n",
      "n 0.0250625\n",
      "o 0.00244452\n",
      "p 0.00286848\n",
      "q 0.00108524\n",
      "r 0.000164712\n",
      "s 0.155346\n",
      "t 0.438906\n",
      "u 0.000170947\n",
      "v 6.33021e-05\n",
      "w 0.000165861\n",
      "x 0.0235785\n",
      "y 0.160296\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.143316\n",
      "b 0.000136302\n",
      "c 0.00158093\n",
      "d 0.00119235\n",
      "e 0.0310282\n",
      "f 0.00049637\n",
      "g 0.00194836\n",
      "h 0.0014826\n",
      "i 0.00751097\n",
      "k 0.000247144\n",
      "l 0.000369535\n",
      "m 0.00705157\n",
      "n 0.0210882\n",
      "o 0.00399978\n",
      "p 0.00369011\n",
      "q 0.00124261\n",
      "r 0.000203688\n",
      "s 0.243716\n",
      "t 0.38912\n",
      "u 0.000199889\n",
      "v 5.66134e-05\n",
      "w 0.000128741\n",
      "x 0.0362055\n",
      "y 0.103988\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.152069\n",
      "b 0.000273279\n",
      "c 0.00431421\n",
      "d 0.00231578\n",
      "e 0.03918\n",
      "f 0.000962567\n",
      "g 0.00321203\n",
      "h 0.00389007\n",
      "i 0.0109941\n",
      "k 0.000519353\n",
      "l 0.000740451\n",
      "m 0.00589175\n",
      "n 0.016452\n",
      "o 0.00641429\n",
      "p 0.00670808\n",
      "q 0.00226772\n",
      "r 0.000395424\n",
      "s 0.279792\n",
      "t 0.302007\n",
      "u 0.000465968\n",
      "v 0.000129333\n",
      "w 0.00021778\n",
      "x 0.0533265\n",
      "y 0.107461\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.170496\n",
      "b 0.00014973\n",
      "c 0.00205298\n",
      "d 0.00200675\n",
      "e 0.0284732\n",
      "f 0.00054633\n",
      "g 0.00148241\n",
      "h 0.000952535\n",
      "i 0.00844587\n",
      "k 0.000307836\n",
      "l 0.000495753\n",
      "m 0.00418137\n",
      "n 0.0144485\n",
      "o 0.00321935\n",
      "p 0.00317147\n",
      "q 0.00103741\n",
      "r 0.000247669\n",
      "s 0.204611\n",
      "t 0.380074\n",
      "u 0.000267182\n",
      "v 8.77111e-05\n",
      "w 0.000183183\n",
      "x 0.0441625\n",
      "y 0.1289\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.146961\n",
      "b 0.000186635\n",
      "c 0.000918026\n",
      "d 0.00104593\n",
      "e 0.0297757\n",
      "f 0.000413734\n",
      "g 0.00108787\n",
      "h 0.000927035\n",
      "i 0.00676264\n",
      "k 0.000222651\n",
      "l 0.000195199\n",
      "m 0.0078453\n",
      "n 0.0228608\n",
      "o 0.00319797\n",
      "p 0.00230251\n",
      "q 0.000864758\n",
      "r 0.000217603\n",
      "s 0.311272\n",
      "t 0.381698\n",
      "u 0.000287578\n",
      "v 5.6748e-05\n",
      "w 0.000123777\n",
      "x 0.0315838\n",
      "y 0.049193\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.135523\n",
      "b 0.000186471\n",
      "c 0.000990837\n",
      "d 0.0015521\n",
      "e 0.0427394\n",
      "f 0.00040335\n",
      "g 0.00111521\n",
      "h 0.000826685\n",
      "i 0.00438968\n",
      "k 0.000184935\n",
      "l 0.000181894\n",
      "m 0.00932073\n",
      "n 0.0277621\n",
      "o 0.00286767\n",
      "p 0.00266582\n",
      "q 0.00101069\n",
      "r 0.000313175\n",
      "s 0.247982\n",
      "t 0.429762\n",
      "u 0.000365713\n",
      "v 7.72512e-05\n",
      "w 0.00014952\n",
      "x 0.035394\n",
      "y 0.0542357\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.193143\n",
      "b 0.000216925\n",
      "c 0.000827352\n",
      "d 0.00080332\n",
      "e 0.0234043\n",
      "f 0.000430481\n",
      "g 0.00101242\n",
      "h 0.0010274\n",
      "i 0.00412373\n",
      "k 0.000171601\n",
      "l 0.000197611\n",
      "m 0.00582727\n",
      "n 0.0190555\n",
      "o 0.00195974\n",
      "p 0.00312424\n",
      "q 0.00113257\n",
      "r 0.000175729\n",
      "s 0.212406\n",
      "t 0.433671\n",
      "u 0.000258563\n",
      "v 5.20471e-05\n",
      "w 0.00013969\n",
      "x 0.0275077\n",
      "y 0.0693313\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.173724\n",
      "b 0.00038188\n",
      "c 0.00197766\n",
      "d 0.00174274\n",
      "e 0.0495161\n",
      "f 0.000647895\n",
      "g 0.00106448\n",
      "h 0.00109387\n",
      "i 0.00584256\n",
      "k 0.000234058\n",
      "l 0.000323067\n",
      "m 0.0122127\n",
      "n 0.0276189\n",
      "o 0.00368283\n",
      "p 0.00381878\n",
      "q 0.00224742\n",
      "r 0.000367884\n",
      "s 0.247164\n",
      "t 0.359353\n",
      "u 0.000628518\n",
      "v 0.000143788\n",
      "w 0.000263561\n",
      "x 0.0257418\n",
      "y 0.080209\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.207634\n",
      "b 0.000240612\n",
      "c 0.000993171\n",
      "d 0.00104552\n",
      "e 0.027614\n",
      "f 0.000452373\n",
      "g 0.00111795\n",
      "h 0.000952416\n",
      "i 0.00330744\n",
      "k 0.000168933\n",
      "l 0.000264071\n",
      "m 0.00672432\n",
      "n 0.0222343\n",
      "o 0.00179774\n",
      "p 0.00317978\n",
      "q 0.00143394\n",
      "r 0.000201005\n",
      "s 0.163381\n",
      "t 0.452816\n",
      "u 0.00029512\n",
      "v 6.10173e-05\n",
      "w 0.000148804\n",
      "x 0.024415\n",
      "y 0.0795219\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.204879\n",
      "b 0.000233676\n",
      "c 0.00229072\n",
      "d 0.00175799\n",
      "e 0.0349647\n",
      "f 0.000484658\n",
      "g 0.00140463\n",
      "h 0.00145745\n",
      "i 0.00370272\n",
      "k 0.000183135\n",
      "l 0.00046559\n",
      "m 0.00600861\n",
      "n 0.0174351\n",
      "o 0.00330649\n",
      "p 0.00500958\n",
      "q 0.00236196\n",
      "r 0.000236027\n",
      "s 0.175744\n",
      "t 0.389566\n",
      "u 0.000396458\n",
      "v 0.000124796\n",
      "w 0.000251422\n",
      "x 0.0259261\n",
      "y 0.121809\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.1957\n",
      "b 0.000371182\n",
      "c 0.00289739\n",
      "d 0.00193524\n",
      "e 0.0340172\n",
      "f 0.000562013\n",
      "g 0.00132434\n",
      "h 0.00149818\n",
      "i 0.00443857\n",
      "k 0.000222126\n",
      "l 0.000278826\n",
      "m 0.00526688\n",
      "n 0.0158976\n",
      "o 0.00456876\n",
      "p 0.00751529\n",
      "q 0.003082\n",
      "r 0.000351377\n",
      "s 0.249174\n",
      "t 0.364881\n",
      "u 0.000544913\n",
      "v 0.000108589\n",
      "w 0.000209228\n",
      "x 0.0436849\n",
      "y 0.0614705\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.17121\n",
      "b 0.000235852\n",
      "c 0.0020585\n",
      "d 0.00174108\n",
      "e 0.0634374\n",
      "f 0.000636791\n",
      "g 0.00132535\n",
      "h 0.00319484\n",
      "i 0.00556772\n",
      "k 0.000196205\n",
      "l 0.000340234\n",
      "m 0.00445579\n",
      "n 0.0121188\n",
      "o 0.00276362\n",
      "p 0.00253118\n",
      "q 0.000726972\n",
      "r 0.000269989\n",
      "s 0.395827\n",
      "t 0.253818\n",
      "u 0.000371852\n",
      "v 4.86682e-05\n",
      "w 5.96774e-05\n",
      "x 0.0401977\n",
      "y 0.0368665\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.162965\n",
      "b 0.00054576\n",
      "c 0.0054333\n",
      "d 0.00182455\n",
      "e 0.0422445\n",
      "f 0.00107133\n",
      "g 0.00377806\n",
      "h 0.00692037\n",
      "i 0.00446203\n",
      "k 0.000347711\n",
      "l 0.000423833\n",
      "m 0.00578548\n",
      "n 0.0182847\n",
      "o 0.00755777\n",
      "p 0.0119146\n",
      "q 0.00319352\n",
      "r 0.00048563\n",
      "s 0.275002\n",
      "t 0.328844\n",
      "u 0.000620977\n",
      "v 0.000109402\n",
      "w 0.000189575\n",
      "x 0.0696864\n",
      "y 0.0483096\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.247556\n",
      "b 0.00045815\n",
      "c 0.00397429\n",
      "d 0.00173537\n",
      "e 0.0682044\n",
      "f 0.000876844\n",
      "g 0.00175765\n",
      "h 0.00273274\n",
      "i 0.00538486\n",
      "k 0.000108429\n",
      "l 0.000210452\n",
      "m 0.00967133\n",
      "n 0.0176343\n",
      "o 0.0109397\n",
      "p 0.0038589\n",
      "q 0.00294157\n",
      "r 0.000145677\n",
      "s 0.256548\n",
      "t 0.306754\n",
      "u 0.000229813\n",
      "v 3.85192e-05\n",
      "w 9.23216e-05\n",
      "x 0.0139306\n",
      "y 0.044215\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.128416\n",
      "b 0.000695164\n",
      "c 0.0105508\n",
      "d 0.00143872\n",
      "e 0.0501689\n",
      "f 0.000934254\n",
      "g 0.00200395\n",
      "h 0.00378511\n",
      "i 0.00672637\n",
      "k 0.000226772\n",
      "l 0.000216959\n",
      "m 0.00864985\n",
      "n 0.0162913\n",
      "o 0.0175776\n",
      "p 0.0159553\n",
      "q 0.00782799\n",
      "r 0.000471864\n",
      "s 0.434429\n",
      "t 0.21306\n",
      "u 0.000643023\n",
      "v 9.55307e-05\n",
      "w 0.000149095\n",
      "x 0.0452467\n",
      "y 0.0344387\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.107916\n",
      "b 0.000607579\n",
      "c 0.00896368\n",
      "d 0.00170341\n",
      "e 0.0518147\n",
      "f 0.000857494\n",
      "g 0.00143224\n",
      "h 0.00167772\n",
      "i 0.00822307\n",
      "k 0.00020572\n",
      "l 0.00014964\n",
      "m 0.0149436\n",
      "n 0.0267498\n",
      "o 0.0241208\n",
      "p 0.00991526\n",
      "q 0.00652703\n",
      "r 0.000492065\n",
      "s 0.41932\n",
      "t 0.238912\n",
      "u 0.000592191\n",
      "v 8.36944e-05\n",
      "w 0.000134907\n",
      "x 0.0483994\n",
      "y 0.0262583\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0695006\n",
      "b 0.00022832\n",
      "c 0.00665007\n",
      "d 0.0015368\n",
      "e 0.0672491\n",
      "f 0.000321616\n",
      "g 0.00119714\n",
      "h 0.000623314\n",
      "i 0.00516771\n",
      "k 9.46445e-05\n",
      "l 8.74865e-05\n",
      "m 0.0404895\n",
      "n 0.0602694\n",
      "o 0.0436478\n",
      "p 0.0049237\n",
      "q 0.00653285\n",
      "r 0.000370263\n",
      "s 0.377067\n",
      "t 0.268216\n",
      "u 0.000342341\n",
      "v 6.13672e-05\n",
      "w 8.34336e-05\n",
      "x 0.0256502\n",
      "y 0.0196894\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.144545\n",
      "b 0.000391308\n",
      "c 0.00352876\n",
      "d 0.000988912\n",
      "e 0.0480794\n",
      "f 0.000415338\n",
      "g 0.00139952\n",
      "h 0.00116405\n",
      "i 0.00448063\n",
      "k 0.000125665\n",
      "l 0.000134647\n",
      "m 0.026167\n",
      "n 0.0481577\n",
      "o 0.0137886\n",
      "p 0.00744105\n",
      "q 0.00779011\n",
      "r 0.000287302\n",
      "s 0.298697\n",
      "t 0.342167\n",
      "u 0.000373979\n",
      "v 5.27913e-05\n",
      "w 9.91863e-05\n",
      "x 0.0199195\n",
      "y 0.0298046\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.148331\n",
      "b 0.000315316\n",
      "c 0.00523458\n",
      "d 0.00104356\n",
      "e 0.0413722\n",
      "f 0.00036591\n",
      "g 0.000760479\n",
      "h 0.00074861\n",
      "i 0.00627238\n",
      "k 8.575e-05\n",
      "l 0.000103194\n",
      "m 0.0142963\n",
      "n 0.0235248\n",
      "o 0.0169257\n",
      "p 0.00482333\n",
      "q 0.00612927\n",
      "r 0.000216696\n",
      "s 0.413978\n",
      "t 0.259119\n",
      "u 0.000313253\n",
      "v 4.6792e-05\n",
      "w 8.75561e-05\n",
      "x 0.0220254\n",
      "y 0.0338808\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.117157\n",
      "b 0.000309111\n",
      "c 0.0130111\n",
      "d 0.00211015\n",
      "e 0.0605788\n",
      "f 0.000393283\n",
      "g 0.000924125\n",
      "h 0.000734512\n",
      "i 0.00664546\n",
      "k 0.000118878\n",
      "l 0.000182426\n",
      "m 0.0228013\n",
      "n 0.0313587\n",
      "o 0.0464107\n",
      "p 0.0075417\n",
      "q 0.0131643\n",
      "r 0.000340361\n",
      "s 0.360189\n",
      "t 0.25233\n",
      "u 0.000456972\n",
      "v 0.000100099\n",
      "w 0.000139956\n",
      "x 0.0217733\n",
      "y 0.0412291\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.144523\n",
      "b 0.000278038\n",
      "c 0.00366657\n",
      "d 0.0011126\n",
      "e 0.0382328\n",
      "f 0.00034571\n",
      "g 0.000885538\n",
      "h 0.000805002\n",
      "i 0.00573751\n",
      "k 0.000102396\n",
      "l 0.00011309\n",
      "m 0.0158108\n",
      "n 0.029869\n",
      "o 0.0143024\n",
      "p 0.00572955\n",
      "q 0.00611081\n",
      "r 0.000240258\n",
      "s 0.362647\n",
      "t 0.310826\n",
      "u 0.000326075\n",
      "v 4.82376e-05\n",
      "w 9.12463e-05\n",
      "x 0.0249137\n",
      "y 0.0332825\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.155708\n",
      "b 0.00028503\n",
      "c 0.00321965\n",
      "d 0.000723712\n",
      "e 0.0295106\n",
      "f 0.000202017\n",
      "g 0.0011544\n",
      "h 0.000896221\n",
      "i 0.00351712\n",
      "k 9.60601e-05\n",
      "l 8.16934e-05\n",
      "m 0.0203897\n",
      "n 0.0411002\n",
      "o 0.0188539\n",
      "p 0.00616143\n",
      "q 0.00988274\n",
      "r 0.000215447\n",
      "s 0.333475\n",
      "t 0.340646\n",
      "u 0.000301048\n",
      "v 3.30502e-05\n",
      "w 6.13611e-05\n",
      "x 0.015711\n",
      "y 0.0177737\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0897973\n",
      "b 0.000248709\n",
      "c 0.00832332\n",
      "d 0.00172998\n",
      "e 0.0541056\n",
      "f 0.000315507\n",
      "g 0.00109041\n",
      "h 0.000704225\n",
      "i 0.00745359\n",
      "k 0.000107303\n",
      "l 0.000108935\n",
      "m 0.028232\n",
      "n 0.0409664\n",
      "o 0.0417086\n",
      "p 0.00608983\n",
      "q 0.00892746\n",
      "r 0.000348522\n",
      "s 0.424441\n",
      "t 0.231262\n",
      "u 0.000382798\n",
      "v 6.43272e-05\n",
      "w 8.88836e-05\n",
      "x 0.0285988\n",
      "y 0.0249038\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.197453\n",
      "b 0.000534866\n",
      "c 0.00324579\n",
      "d 0.00125147\n",
      "e 0.0262423\n",
      "f 0.000443539\n",
      "g 0.00118122\n",
      "h 0.000847591\n",
      "i 0.00359539\n",
      "k 0.000179472\n",
      "l 0.000195936\n",
      "m 0.0159159\n",
      "n 0.0409122\n",
      "o 0.00880224\n",
      "p 0.00793921\n",
      "q 0.00827809\n",
      "r 0.000355612\n",
      "s 0.203712\n",
      "t 0.415911\n",
      "u 0.000629222\n",
      "v 8.93091e-05\n",
      "w 0.000178038\n",
      "x 0.0256081\n",
      "y 0.0364978\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.142593\n",
      "b 0.000699608\n",
      "c 0.00494058\n",
      "d 0.000894632\n",
      "e 0.0398646\n",
      "f 0.000641282\n",
      "g 0.00136765\n",
      "h 0.00174717\n",
      "i 0.00562578\n",
      "k 0.000159458\n",
      "l 0.000122225\n",
      "m 0.0193974\n",
      "n 0.0316749\n",
      "o 0.0175076\n",
      "p 0.0148145\n",
      "q 0.0130729\n",
      "r 0.000333815\n",
      "s 0.348058\n",
      "t 0.294236\n",
      "u 0.000541027\n",
      "v 8.20261e-05\n",
      "w 0.000197749\n",
      "x 0.0234601\n",
      "y 0.037968\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.200009\n",
      "b 0.0014291\n",
      "c 0.00867826\n",
      "d 0.00194157\n",
      "e 0.0316183\n",
      "f 0.0017792\n",
      "g 0.00329245\n",
      "h 0.00381199\n",
      "i 0.00487874\n",
      "k 0.00035939\n",
      "l 0.000636903\n",
      "m 0.0122282\n",
      "n 0.0266571\n",
      "o 0.00925235\n",
      "p 0.0250136\n",
      "q 0.0184045\n",
      "r 0.000529033\n",
      "s 0.140556\n",
      "t 0.332936\n",
      "u 0.00108403\n",
      "v 0.000317304\n",
      "w 0.000889984\n",
      "x 0.029667\n",
      "y 0.144031\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.140998\n",
      "b 0.00197868\n",
      "c 0.00684347\n",
      "d 0.00114518\n",
      "e 0.0312061\n",
      "f 0.00127279\n",
      "g 0.00383517\n",
      "h 0.00337106\n",
      "i 0.00361609\n",
      "k 0.00059756\n",
      "l 0.000259192\n",
      "m 0.0221031\n",
      "n 0.0517244\n",
      "o 0.0139068\n",
      "p 0.026078\n",
      "q 0.0171471\n",
      "r 0.000975342\n",
      "s 0.223356\n",
      "t 0.366128\n",
      "u 0.00162455\n",
      "v 0.000300994\n",
      "w 0.000742443\n",
      "x 0.0399861\n",
      "y 0.0408042\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.156367\n",
      "b 0.000677487\n",
      "c 0.00279876\n",
      "d 0.000492714\n",
      "e 0.0479463\n",
      "f 0.00097425\n",
      "g 0.00588127\n",
      "h 0.0108354\n",
      "i 0.00876043\n",
      "k 0.000346793\n",
      "l 0.00025445\n",
      "m 0.0238208\n",
      "n 0.0342686\n",
      "o 0.00821772\n",
      "p 0.0133143\n",
      "q 0.0121319\n",
      "r 0.000293884\n",
      "s 0.271036\n",
      "t 0.284676\n",
      "u 0.000356928\n",
      "v 7.36733e-05\n",
      "w 0.000243228\n",
      "x 0.0109876\n",
      "y 0.105244\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.107647\n",
      "b 0.00707287\n",
      "c 0.0170092\n",
      "d 0.00445524\n",
      "e 0.043269\n",
      "f 0.0083072\n",
      "g 0.0140257\n",
      "h 0.015659\n",
      "i 0.0140381\n",
      "k 0.0015756\n",
      "l 0.000492292\n",
      "m 0.0216367\n",
      "n 0.0402804\n",
      "o 0.0180427\n",
      "p 0.0519522\n",
      "q 0.0288794\n",
      "r 0.0028962\n",
      "s 0.18167\n",
      "t 0.225821\n",
      "u 0.00435966\n",
      "v 0.00106782\n",
      "w 0.00338217\n",
      "x 0.0926904\n",
      "y 0.0937702\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0726318\n",
      "b 0.00126532\n",
      "c 0.0152116\n",
      "d 0.00491969\n",
      "e 0.039609\n",
      "f 0.00237115\n",
      "g 0.00673589\n",
      "h 0.00263866\n",
      "i 0.0150156\n",
      "k 0.00129856\n",
      "l 0.000511348\n",
      "m 0.0185637\n",
      "n 0.0430687\n",
      "o 0.0204116\n",
      "p 0.020001\n",
      "q 0.010126\n",
      "r 0.00241273\n",
      "s 0.233434\n",
      "t 0.255305\n",
      "u 0.00221764\n",
      "v 0.00079933\n",
      "w 0.00158398\n",
      "x 0.13253\n",
      "y 0.0973377\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.136608\n",
      "b 0.000270654\n",
      "c 0.00246028\n",
      "d 0.00293579\n",
      "e 0.00730871\n",
      "f 0.00146771\n",
      "g 0.00634615\n",
      "h 0.000661334\n",
      "i 0.0361895\n",
      "k 0.00147897\n",
      "l 0.00200526\n",
      "m 0.0119926\n",
      "n 0.0433482\n",
      "o 0.00224868\n",
      "p 0.00461198\n",
      "q 0.0068452\n",
      "r 0.000401776\n",
      "s 0.0283633\n",
      "t 0.26899\n",
      "u 0.000247229\n",
      "v 0.000151631\n",
      "w 0.000618561\n",
      "x 0.0340006\n",
      "y 0.400448\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.219039\n",
      "b 0.00142438\n",
      "c 0.00216579\n",
      "d 0.00305858\n",
      "e 0.0102463\n",
      "f 0.00285405\n",
      "g 0.0254696\n",
      "h 0.00468355\n",
      "i 0.0464367\n",
      "k 0.00238443\n",
      "l 0.000758361\n",
      "m 0.0157495\n",
      "n 0.0671862\n",
      "o 0.00295577\n",
      "p 0.00927149\n",
      "q 0.00608487\n",
      "r 0.00115754\n",
      "s 0.0780538\n",
      "t 0.315326\n",
      "u 0.000789182\n",
      "v 9.69928e-05\n",
      "w 0.000338364\n",
      "x 0.110351\n",
      "y 0.0741182\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0140958\n",
      "b 0.000379715\n",
      "c 0.00466091\n",
      "d 0.00953011\n",
      "e 0.0139678\n",
      "f 0.000491715\n",
      "g 0.063028\n",
      "h 0.00845875\n",
      "i 0.00484723\n",
      "k 0.00515592\n",
      "l 0.000341479\n",
      "m 0.018808\n",
      "n 0.138317\n",
      "o 0.0165621\n",
      "p 0.0121883\n",
      "q 0.00391036\n",
      "r 0.0149234\n",
      "s 0.0834809\n",
      "t 0.107168\n",
      "u 0.00313929\n",
      "v 0.000152492\n",
      "w 5.39558e-05\n",
      "x 0.475581\n",
      "y 0.000757402\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.00265787\n",
      "b 0.000233329\n",
      "c 0.0114338\n",
      "d 0.00470824\n",
      "e 0.00383569\n",
      "f 0.000307116\n",
      "g 0.216182\n",
      "h 0.0187301\n",
      "i 0.0011806\n",
      "k 0.00753994\n",
      "l 0.000406213\n",
      "m 0.00630837\n",
      "n 0.0527109\n",
      "o 0.0154915\n",
      "p 0.0645709\n",
      "q 0.0114409\n",
      "r 0.0241597\n",
      "s 0.0146509\n",
      "t 0.0310555\n",
      "u 0.00345249\n",
      "v 0.000415418\n",
      "w 0.000130514\n",
      "x 0.507548\n",
      "y 0.000849478\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000236989\n",
      "b 8.85828e-05\n",
      "c 0.208406\n",
      "d 0.00015637\n",
      "e 0.000513019\n",
      "f 0.000236786\n",
      "g 0.302979\n",
      "h 0.0570222\n",
      "i 0.000459514\n",
      "k 0.00156118\n",
      "l 0.00194157\n",
      "m 0.00122707\n",
      "n 0.00153063\n",
      "o 0.0484181\n",
      "p 0.205258\n",
      "q 0.154483\n",
      "r 0.000550073\n",
      "s 0.000395582\n",
      "t 0.000662423\n",
      "u 0.000115758\n",
      "v 0.000565929\n",
      "w 0.00068599\n",
      "x 0.00201858\n",
      "y 0.0104869\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00272426\n",
      "b 0.000202068\n",
      "c 0.118579\n",
      "d 0.00118808\n",
      "e 0.00691482\n",
      "f 0.00067362\n",
      "g 0.614084\n",
      "h 0.0722263\n",
      "i 0.00103907\n",
      "k 0.00985687\n",
      "l 0.00712703\n",
      "m 0.00724124\n",
      "n 0.0207088\n",
      "o 0.0710541\n",
      "p 0.0179019\n",
      "q 0.0197442\n",
      "r 0.00270969\n",
      "s 0.00231971\n",
      "t 0.0121636\n",
      "u 0.000359233\n",
      "v 0.000485942\n",
      "w 0.00022985\n",
      "x 0.00466826\n",
      "y 0.00579834\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000903518\n",
      "b 1.49963e-05\n",
      "c 0.0366125\n",
      "d 0.000191092\n",
      "e 0.00131361\n",
      "f 0.000157813\n",
      "g 0.77347\n",
      "h 0.118521\n",
      "i 0.00036834\n",
      "k 0.0113358\n",
      "l 0.0163417\n",
      "m 0.000944109\n",
      "n 0.00526806\n",
      "o 0.0129004\n",
      "p 0.00451909\n",
      "q 0.00148051\n",
      "r 0.000777423\n",
      "s 0.000854906\n",
      "t 0.00522623\n",
      "u 6.24546e-05\n",
      "v 0.000174426\n",
      "w 6.41157e-05\n",
      "x 0.00350591\n",
      "y 0.00499151\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000213607\n",
      "b 8.84542e-05\n",
      "c 0.011951\n",
      "d 0.000130187\n",
      "e 0.0014395\n",
      "f 0.000522477\n",
      "g 0.339691\n",
      "h 0.537053\n",
      "i 0.000286989\n",
      "k 0.0464987\n",
      "l 0.00622311\n",
      "m 0.000625589\n",
      "n 0.00250153\n",
      "o 0.00390945\n",
      "p 0.0296864\n",
      "q 0.00280997\n",
      "r 0.00589945\n",
      "s 0.000765668\n",
      "t 0.00173215\n",
      "u 0.000525652\n",
      "v 0.000446432\n",
      "w 0.000123393\n",
      "x 0.00582686\n",
      "y 0.00104973\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00272062\n",
      "b 0.0126555\n",
      "c 0.0021359\n",
      "d 0.00186178\n",
      "e 0.00684252\n",
      "f 0.00343019\n",
      "g 0.0783018\n",
      "h 0.140173\n",
      "i 0.00184301\n",
      "k 0.267761\n",
      "l 0.000887198\n",
      "m 0.00982021\n",
      "n 0.0422098\n",
      "o 0.00437996\n",
      "p 0.0185424\n",
      "q 0.00394033\n",
      "r 0.21401\n",
      "s 0.0148376\n",
      "t 0.0172582\n",
      "u 0.11347\n",
      "v 0.00451034\n",
      "w 0.00111142\n",
      "x 0.0371512\n",
      "y 0.000146431\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00548391\n",
      "b 0.00324775\n",
      "c 0.0126037\n",
      "d 0.000203225\n",
      "e 0.00208493\n",
      "f 0.00121729\n",
      "g 0.0559117\n",
      "h 0.155335\n",
      "i 0.000939806\n",
      "k 0.00503877\n",
      "l 0.00105051\n",
      "m 0.00271705\n",
      "n 0.005573\n",
      "o 0.0034926\n",
      "p 0.501276\n",
      "q 0.217671\n",
      "r 0.00312927\n",
      "s 0.00342742\n",
      "t 0.00685263\n",
      "u 0.00249702\n",
      "v 0.000376555\n",
      "w 0.000402176\n",
      "x 0.00555698\n",
      "y 0.00391188\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00390907\n",
      "b 0.00849095\n",
      "c 0.0555661\n",
      "d 0.00673745\n",
      "e 0.0128911\n",
      "f 0.0196544\n",
      "g 0.252106\n",
      "h 0.0539551\n",
      "i 0.0044838\n",
      "k 0.0466431\n",
      "l 0.00686083\n",
      "m 0.00867018\n",
      "n 0.0232051\n",
      "o 0.0150026\n",
      "p 0.30452\n",
      "q 0.0414372\n",
      "r 0.0258914\n",
      "s 0.00538023\n",
      "t 0.01836\n",
      "u 0.00632049\n",
      "v 0.00287917\n",
      "w 0.00312241\n",
      "x 0.0635172\n",
      "y 0.0103962\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0147632\n",
      "b 0.000755639\n",
      "c 0.0140763\n",
      "d 0.000237046\n",
      "e 0.00531605\n",
      "f 0.00013096\n",
      "g 0.0707348\n",
      "h 0.0218919\n",
      "i 0.000341\n",
      "k 0.0010662\n",
      "l 0.000503994\n",
      "m 0.118387\n",
      "n 0.347097\n",
      "o 0.0305466\n",
      "p 0.0354194\n",
      "q 0.256851\n",
      "r 0.00371773\n",
      "s 0.0101668\n",
      "t 0.0584117\n",
      "u 0.00201734\n",
      "v 0.000225937\n",
      "w 0.000122822\n",
      "x 0.00533586\n",
      "y 0.00188478\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00530567\n",
      "b 0.00132882\n",
      "c 0.0191398\n",
      "d 0.0013562\n",
      "e 0.0218806\n",
      "f 0.000236811\n",
      "g 0.0113859\n",
      "h 0.00261891\n",
      "i 0.000318321\n",
      "k 0.000755045\n",
      "l 0.000296521\n",
      "m 0.161527\n",
      "n 0.299008\n",
      "o 0.0249315\n",
      "p 0.0630884\n",
      "q 0.316986\n",
      "r 0.0114528\n",
      "s 0.00992198\n",
      "t 0.0350745\n",
      "u 0.00494017\n",
      "v 0.000406548\n",
      "w 0.000128215\n",
      "x 0.00696466\n",
      "y 0.000947774\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0115025\n",
      "b 0.00109873\n",
      "c 0.0811673\n",
      "d 0.00613147\n",
      "e 0.0511967\n",
      "f 0.00118467\n",
      "g 0.0274758\n",
      "h 0.00598378\n",
      "i 0.00402056\n",
      "k 0.00609053\n",
      "l 0.00517969\n",
      "m 0.100898\n",
      "n 0.171048\n",
      "o 0.0471824\n",
      "p 0.116707\n",
      "q 0.22645\n",
      "r 0.0191905\n",
      "s 0.0184448\n",
      "t 0.0569679\n",
      "u 0.00595355\n",
      "v 0.00172727\n",
      "w 0.000465408\n",
      "x 0.0189143\n",
      "y 0.0150197\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0249047\n",
      "b 0.0015694\n",
      "c 0.00380614\n",
      "d 0.00674219\n",
      "e 0.0671639\n",
      "f 0.000465577\n",
      "g 0.0031884\n",
      "h 0.00073349\n",
      "i 0.00324029\n",
      "k 0.00237723\n",
      "l 0.000358755\n",
      "m 0.182812\n",
      "n 0.384254\n",
      "o 0.0123342\n",
      "p 0.0127526\n",
      "q 0.0605489\n",
      "r 0.0181793\n",
      "s 0.0383226\n",
      "t 0.149813\n",
      "u 0.00932523\n",
      "v 0.000642247\n",
      "w 0.000244236\n",
      "x 0.0135517\n",
      "y 0.00266911\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00851436\n",
      "b 0.014684\n",
      "c 0.0724207\n",
      "d 0.0765814\n",
      "e 0.145082\n",
      "f 0.0148941\n",
      "g 0.0170193\n",
      "h 0.00810101\n",
      "i 0.00934207\n",
      "k 0.032569\n",
      "l 0.00729036\n",
      "m 0.0421111\n",
      "n 0.0512209\n",
      "o 0.0336057\n",
      "p 0.0826415\n",
      "q 0.117945\n",
      "r 0.106212\n",
      "s 0.0134933\n",
      "t 0.0321897\n",
      "u 0.0644892\n",
      "v 0.0167302\n",
      "w 0.00432622\n",
      "x 0.0196912\n",
      "y 0.00884631\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0403519\n",
      "b 0.00206171\n",
      "c 0.0413612\n",
      "d 0.0025051\n",
      "e 0.0553315\n",
      "f 0.00347986\n",
      "g 0.00293991\n",
      "h 0.00131093\n",
      "i 0.0189935\n",
      "k 0.000807481\n",
      "l 0.00353686\n",
      "m 0.0696157\n",
      "n 0.0361551\n",
      "o 0.00971811\n",
      "p 0.0450995\n",
      "q 0.306721\n",
      "r 0.00110514\n",
      "s 0.0171279\n",
      "t 0.0380759\n",
      "u 0.00120249\n",
      "v 0.00078424\n",
      "w 0.00111229\n",
      "x 0.002299\n",
      "y 0.298303\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.145137\n",
      "b 0.00193918\n",
      "c 0.0114318\n",
      "d 0.00454015\n",
      "e 0.00947914\n",
      "f 0.000481528\n",
      "g 0.0237664\n",
      "h 0.00189762\n",
      "i 0.0319702\n",
      "k 0.00421205\n",
      "l 0.000440145\n",
      "m 0.0530571\n",
      "n 0.159299\n",
      "o 0.0408869\n",
      "p 0.0116228\n",
      "q 0.0714846\n",
      "r 0.00397033\n",
      "s 0.107069\n",
      "t 0.237225\n",
      "u 0.00391875\n",
      "v 0.000756892\n",
      "w 0.00135364\n",
      "x 0.0486727\n",
      "y 0.0253874\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00251403\n",
      "b 0.00351074\n",
      "c 0.0267145\n",
      "d 0.00360761\n",
      "e 0.00991965\n",
      "f 0.000650276\n",
      "g 0.12137\n",
      "h 0.00798549\n",
      "i 0.00565215\n",
      "k 0.0331523\n",
      "l 0.000101832\n",
      "m 0.033981\n",
      "n 0.106194\n",
      "o 0.179437\n",
      "p 0.0677683\n",
      "q 0.0333916\n",
      "r 0.0883586\n",
      "s 0.0554461\n",
      "t 0.0362205\n",
      "u 0.0254056\n",
      "v 0.0056908\n",
      "w 0.00318956\n",
      "x 0.149001\n",
      "y 0.000737793\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00767616\n",
      "b 0.00119225\n",
      "c 0.00797241\n",
      "d 0.00300163\n",
      "e 0.0238209\n",
      "f 0.00051809\n",
      "g 0.018216\n",
      "h 0.00150097\n",
      "i 0.019178\n",
      "k 0.00839097\n",
      "l 4.52859e-05\n",
      "m 0.0544123\n",
      "n 0.149112\n",
      "o 0.18814\n",
      "p 0.0196658\n",
      "q 0.0122734\n",
      "r 0.0207843\n",
      "s 0.241981\n",
      "t 0.12324\n",
      "u 0.00414021\n",
      "v 0.000583501\n",
      "w 0.00053718\n",
      "x 0.0923959\n",
      "y 0.0012211\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00931597\n",
      "b 0.00283965\n",
      "c 0.00603242\n",
      "d 0.00205711\n",
      "e 0.0290495\n",
      "f 0.000639574\n",
      "g 0.0116884\n",
      "h 0.00156423\n",
      "i 0.00567627\n",
      "k 0.00398428\n",
      "l 2.85434e-05\n",
      "m 0.106648\n",
      "n 0.232357\n",
      "o 0.106856\n",
      "p 0.0488302\n",
      "q 0.0635471\n",
      "r 0.0212447\n",
      "s 0.151724\n",
      "t 0.145618\n",
      "u 0.00613541\n",
      "v 0.00055742\n",
      "w 0.000621531\n",
      "x 0.0418346\n",
      "y 0.00114946\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00282898\n",
      "b 0.00167109\n",
      "c 0.00890893\n",
      "d 0.00243285\n",
      "e 0.0372678\n",
      "f 0.000803933\n",
      "g 0.00584045\n",
      "h 0.00135563\n",
      "i 0.0250445\n",
      "k 0.00256193\n",
      "l 3.14056e-05\n",
      "m 0.215031\n",
      "n 0.195105\n",
      "o 0.117768\n",
      "p 0.0381116\n",
      "q 0.0745039\n",
      "r 0.0235004\n",
      "s 0.15869\n",
      "t 0.0388097\n",
      "u 0.00644554\n",
      "v 0.000818882\n",
      "w 0.000630335\n",
      "x 0.0400318\n",
      "y 0.00180569\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00277314\n",
      "b 0.00350788\n",
      "c 0.0438103\n",
      "d 0.00225912\n",
      "e 0.0204547\n",
      "f 0.00131037\n",
      "g 0.00639962\n",
      "h 0.0016497\n",
      "i 0.0341158\n",
      "k 0.00323802\n",
      "l 5.76499e-05\n",
      "m 0.103082\n",
      "n 0.0724204\n",
      "o 0.255642\n",
      "p 0.0845044\n",
      "q 0.180979\n",
      "r 0.0184498\n",
      "s 0.10104\n",
      "t 0.0184259\n",
      "u 0.00780867\n",
      "v 0.00152285\n",
      "w 0.00132707\n",
      "x 0.0322594\n",
      "y 0.00296254\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00559718\n",
      "b 0.00682408\n",
      "c 0.0349104\n",
      "d 0.00488245\n",
      "e 0.0585145\n",
      "f 0.00491775\n",
      "g 0.0027575\n",
      "h 0.00119492\n",
      "i 0.157894\n",
      "k 0.00341453\n",
      "l 8.57343e-05\n",
      "m 0.159251\n",
      "n 0.0735202\n",
      "o 0.136267\n",
      "p 0.0233851\n",
      "q 0.0671698\n",
      "r 0.0180478\n",
      "s 0.179405\n",
      "t 0.0192529\n",
      "u 0.00913182\n",
      "v 0.00114792\n",
      "w 0.000907705\n",
      "x 0.0269754\n",
      "y 0.00454465\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00321601\n",
      "b 0.00266234\n",
      "c 0.0292154\n",
      "d 0.00345659\n",
      "e 0.0237745\n",
      "f 0.00494836\n",
      "g 0.0021075\n",
      "h 0.000555276\n",
      "i 0.38539\n",
      "k 0.00384788\n",
      "l 0.000217583\n",
      "m 0.144522\n",
      "n 0.0600424\n",
      "o 0.0637622\n",
      "p 0.030419\n",
      "q 0.072056\n",
      "r 0.0110739\n",
      "s 0.0855443\n",
      "t 0.0123013\n",
      "u 0.00482761\n",
      "v 0.00183632\n",
      "w 0.00204757\n",
      "x 0.0278014\n",
      "y 0.0243742\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00541573\n",
      "b 0.00274374\n",
      "c 0.0110001\n",
      "d 0.00434852\n",
      "e 0.0565516\n",
      "f 0.00179487\n",
      "g 0.00333427\n",
      "h 0.00125706\n",
      "i 0.0681838\n",
      "k 0.0026881\n",
      "l 5.46406e-05\n",
      "m 0.192238\n",
      "n 0.141882\n",
      "o 0.0816011\n",
      "p 0.0275299\n",
      "q 0.0483447\n",
      "r 0.0200457\n",
      "s 0.227498\n",
      "t 0.0394524\n",
      "u 0.00870099\n",
      "v 0.00106849\n",
      "w 0.000825677\n",
      "x 0.0495865\n",
      "y 0.00385372\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.014233\n",
      "b 0.00311188\n",
      "c 0.00658049\n",
      "d 0.00721331\n",
      "e 0.0504017\n",
      "f 0.000866454\n",
      "g 0.00269575\n",
      "h 0.000413149\n",
      "i 0.0246109\n",
      "k 0.00250163\n",
      "l 4.99459e-05\n",
      "m 0.145673\n",
      "n 0.215078\n",
      "o 0.0616443\n",
      "p 0.00628303\n",
      "q 0.0136601\n",
      "r 0.019524\n",
      "s 0.267197\n",
      "t 0.0828464\n",
      "u 0.0118625\n",
      "v 0.000741281\n",
      "w 0.000426619\n",
      "x 0.0612105\n",
      "y 0.00117523\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0489033\n",
      "b 0.00444869\n",
      "c 0.00344565\n",
      "d 0.0010549\n",
      "e 0.0322985\n",
      "f 0.000412328\n",
      "g 0.00443897\n",
      "h 0.00246172\n",
      "i 0.0025551\n",
      "k 0.00121114\n",
      "l 2.80555e-05\n",
      "m 0.0620911\n",
      "n 0.15828\n",
      "o 0.0233821\n",
      "p 0.0136498\n",
      "q 0.0234491\n",
      "r 0.00809358\n",
      "s 0.354727\n",
      "t 0.206783\n",
      "u 0.0081116\n",
      "v 0.000293066\n",
      "w 0.00029231\n",
      "x 0.0384612\n",
      "y 0.00112788\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.320115\n",
      "b 0.00193118\n",
      "c 0.000736645\n",
      "d 0.000275889\n",
      "e 0.0400765\n",
      "f 0.000275791\n",
      "g 0.000748941\n",
      "h 0.00181981\n",
      "i 0.00132328\n",
      "k 0.000122596\n",
      "l 3.33338e-05\n",
      "m 0.0188382\n",
      "n 0.0360671\n",
      "o 0.00290719\n",
      "p 0.00231312\n",
      "q 0.00648729\n",
      "r 0.000284919\n",
      "s 0.259383\n",
      "t 0.296913\n",
      "u 0.000739289\n",
      "v 2.72364e-05\n",
      "w 6.24232e-05\n",
      "x 0.00373312\n",
      "y 0.0047854\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.416197\n",
      "b 0.00162963\n",
      "c 0.000385132\n",
      "d 0.000305832\n",
      "e 0.0360542\n",
      "f 0.000191416\n",
      "g 0.000442034\n",
      "h 0.00129537\n",
      "i 0.00147336\n",
      "k 9.47226e-05\n",
      "l 2.56831e-05\n",
      "m 0.0130415\n",
      "n 0.0262936\n",
      "o 0.00162276\n",
      "p 0.000746256\n",
      "q 0.00304647\n",
      "r 0.000192486\n",
      "s 0.272219\n",
      "t 0.21995\n",
      "u 0.000605638\n",
      "v 1.04238e-05\n",
      "w 1.67797e-05\n",
      "x 0.00241139\n",
      "y 0.00174886\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.351631\n",
      "b 0.00257547\n",
      "c 0.000527664\n",
      "d 0.000314922\n",
      "e 0.0277476\n",
      "f 0.000171047\n",
      "g 0.000917592\n",
      "h 0.00252745\n",
      "i 0.00108975\n",
      "k 0.000122227\n",
      "l 1.65225e-05\n",
      "m 0.0126202\n",
      "n 0.0291005\n",
      "o 0.00375214\n",
      "p 0.00157423\n",
      "q 0.00413473\n",
      "r 0.000294743\n",
      "s 0.320163\n",
      "t 0.234619\n",
      "u 0.00108742\n",
      "v 2.20006e-05\n",
      "w 4.20236e-05\n",
      "x 0.00380516\n",
      "y 0.00114435\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.181658\n",
      "b 0.000759107\n",
      "c 0.000320813\n",
      "d 0.000202229\n",
      "e 0.0204471\n",
      "f 8.86312e-05\n",
      "g 0.000803135\n",
      "h 0.000871675\n",
      "i 0.000996679\n",
      "k 0.000106222\n",
      "l 1.13475e-05\n",
      "m 0.0193463\n",
      "n 0.0540617\n",
      "o 0.00415583\n",
      "p 0.00114915\n",
      "q 0.00210604\n",
      "r 0.000257682\n",
      "s 0.370926\n",
      "t 0.333471\n",
      "u 0.000550725\n",
      "v 1.81304e-05\n",
      "w 3.80165e-05\n",
      "x 0.00622745\n",
      "y 0.00142733\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.521643\n",
      "b 0.00147317\n",
      "c 0.000251597\n",
      "d 8.9487e-05\n",
      "e 0.0131736\n",
      "f 0.000139361\n",
      "g 0.000550555\n",
      "h 0.00152956\n",
      "i 0.000775984\n",
      "k 5.3582e-05\n",
      "l 2.05992e-05\n",
      "m 0.0109982\n",
      "n 0.0248907\n",
      "o 0.00120739\n",
      "p 0.000888817\n",
      "q 0.00412971\n",
      "r 7.68001e-05\n",
      "s 0.144278\n",
      "t 0.268608\n",
      "u 0.000283794\n",
      "v 7.57694e-06\n",
      "w 2.83845e-05\n",
      "x 0.00140242\n",
      "y 0.00349909\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.380827\n",
      "b 0.020195\n",
      "c 0.00218239\n",
      "d 0.000304461\n",
      "e 0.0284152\n",
      "f 0.000963134\n",
      "g 0.00249724\n",
      "h 0.00627108\n",
      "i 0.00122768\n",
      "k 0.000220872\n",
      "l 3.63125e-05\n",
      "m 0.0371538\n",
      "n 0.0529752\n",
      "o 0.00969564\n",
      "p 0.00911684\n",
      "q 0.0316039\n",
      "r 0.000538237\n",
      "s 0.174404\n",
      "t 0.230874\n",
      "u 0.00269891\n",
      "v 0.000101379\n",
      "w 0.000435691\n",
      "x 0.00315685\n",
      "y 0.00410608\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.501243\n",
      "b 0.00158405\n",
      "c 0.00104315\n",
      "d 0.000116207\n",
      "e 0.00904251\n",
      "f 0.000193263\n",
      "g 0.00149141\n",
      "h 0.00194655\n",
      "i 0.002195\n",
      "k 0.000134158\n",
      "l 7.41973e-05\n",
      "m 0.0143853\n",
      "n 0.0310522\n",
      "o 0.00246501\n",
      "p 0.00238001\n",
      "q 0.0129791\n",
      "r 0.000151516\n",
      "s 0.138414\n",
      "t 0.259897\n",
      "u 0.000452473\n",
      "v 2.663e-05\n",
      "w 9.77902e-05\n",
      "x 0.00253287\n",
      "y 0.0161028\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.403307\n",
      "b 0.00181195\n",
      "c 0.00070766\n",
      "d 0.000203615\n",
      "e 0.0192736\n",
      "f 0.000149288\n",
      "g 0.000597941\n",
      "h 0.000859219\n",
      "i 0.0013336\n",
      "k 8.65184e-05\n",
      "l 2.7648e-05\n",
      "m 0.0204144\n",
      "n 0.0399234\n",
      "o 0.00316263\n",
      "p 0.00195253\n",
      "q 0.0101739\n",
      "r 0.000207394\n",
      "s 0.202553\n",
      "t 0.285429\n",
      "u 0.000691145\n",
      "v 2.34178e-05\n",
      "w 5.89402e-05\n",
      "x 0.00255686\n",
      "y 0.00449427\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.486293\n",
      "b 0.00143115\n",
      "c 0.000538145\n",
      "d 9.38864e-05\n",
      "e 0.0111583\n",
      "f 9.97072e-05\n",
      "g 0.00041153\n",
      "h 0.000651943\n",
      "i 0.00094844\n",
      "k 5.30596e-05\n",
      "l 2.68904e-05\n",
      "m 0.0162081\n",
      "n 0.0343503\n",
      "o 0.0021383\n",
      "p 0.00103342\n",
      "q 0.00601768\n",
      "r 9.90526e-05\n",
      "s 0.183355\n",
      "t 0.249331\n",
      "u 0.000411447\n",
      "v 1.20478e-05\n",
      "w 3.34542e-05\n",
      "x 0.00170169\n",
      "y 0.00360185\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.482964\n",
      "b 0.000983771\n",
      "c 0.000185577\n",
      "d 0.000114835\n",
      "e 0.00858822\n",
      "f 6.14766e-05\n",
      "g 0.000353457\n",
      "h 0.00043307\n",
      "i 0.000501335\n",
      "k 7.48403e-05\n",
      "l 1.61117e-05\n",
      "m 0.00720197\n",
      "n 0.0217597\n",
      "o 0.00124601\n",
      "p 0.000524583\n",
      "q 0.00240514\n",
      "r 0.000108729\n",
      "s 0.108672\n",
      "t 0.359114\n",
      "u 0.000422618\n",
      "v 1.52322e-05\n",
      "w 5.09803e-05\n",
      "x 0.00118925\n",
      "y 0.00301246\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.506551\n",
      "b 0.000608185\n",
      "c 0.000314728\n",
      "d 8.43158e-05\n",
      "e 0.00733363\n",
      "f 4.87741e-05\n",
      "g 0.000528388\n",
      "h 0.000551266\n",
      "i 0.000386149\n",
      "k 6.1339e-05\n",
      "l 2.60286e-05\n",
      "m 0.00556799\n",
      "n 0.0180294\n",
      "o 0.00147301\n",
      "p 0.000749377\n",
      "q 0.00348964\n",
      "r 7.57917e-05\n",
      "s 0.0931674\n",
      "t 0.354653\n",
      "u 0.00024283\n",
      "v 1.26054e-05\n",
      "w 4.13507e-05\n",
      "x 0.00111236\n",
      "y 0.00489123\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.534528\n",
      "b 0.000875721\n",
      "c 0.000635883\n",
      "d 0.000129471\n",
      "e 0.00616114\n",
      "f 9.49305e-05\n",
      "g 0.000469958\n",
      "h 0.000576638\n",
      "i 0.00106336\n",
      "k 0.00010285\n",
      "l 6.09681e-05\n",
      "m 0.00600667\n",
      "n 0.0171601\n",
      "o 0.00185158\n",
      "p 0.00118603\n",
      "q 0.00701474\n",
      "r 0.000105468\n",
      "s 0.0865417\n",
      "t 0.321044\n",
      "u 0.000360991\n",
      "v 2.3973e-05\n",
      "w 8.58377e-05\n",
      "x 0.00172815\n",
      "y 0.0121915\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.516877\n",
      "b 0.00128298\n",
      "c 0.000313439\n",
      "d 0.000112144\n",
      "e 0.00433381\n",
      "f 8.05162e-05\n",
      "g 0.000504451\n",
      "h 0.000591821\n",
      "i 0.00125174\n",
      "k 0.000128522\n",
      "l 1.74903e-05\n",
      "m 0.00414191\n",
      "n 0.0133553\n",
      "o 0.0018475\n",
      "p 0.000736122\n",
      "q 0.00328425\n",
      "r 0.000125062\n",
      "s 0.149101\n",
      "t 0.294871\n",
      "u 0.000480288\n",
      "v 2.1002e-05\n",
      "w 9.15888e-05\n",
      "x 0.00215833\n",
      "y 0.00429297\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.351727\n",
      "b 0.000233337\n",
      "c 6.63902e-05\n",
      "d 7.40156e-05\n",
      "e 0.00338211\n",
      "f 2.55485e-05\n",
      "g 0.000363392\n",
      "h 0.000207104\n",
      "i 0.0008556\n",
      "k 0.000106555\n",
      "l 1.34453e-05\n",
      "m 0.00433475\n",
      "n 0.0200101\n",
      "o 0.00072122\n",
      "p 0.000251473\n",
      "q 0.000823424\n",
      "r 8.80255e-05\n",
      "s 0.12834\n",
      "t 0.479788\n",
      "u 0.000231083\n",
      "v 1.54084e-05\n",
      "w 6.56255e-05\n",
      "x 0.00211168\n",
      "y 0.00616343\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.497139\n",
      "b 0.00037886\n",
      "c 0.000182841\n",
      "d 7.68139e-05\n",
      "e 0.00273201\n",
      "f 2.7652e-05\n",
      "g 0.000423398\n",
      "h 0.00032625\n",
      "i 0.000755798\n",
      "k 0.000104145\n",
      "l 2.18435e-05\n",
      "m 0.00304271\n",
      "n 0.0122786\n",
      "o 0.00129822\n",
      "p 0.00045364\n",
      "q 0.00226901\n",
      "r 7.56377e-05\n",
      "s 0.105988\n",
      "t 0.363657\n",
      "u 0.000277207\n",
      "v 1.8536e-05\n",
      "w 7.59802e-05\n",
      "x 0.00151805\n",
      "y 0.00687832\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.327075\n",
      "b 0.000328095\n",
      "c 0.000162319\n",
      "d 0.000104533\n",
      "e 0.00799302\n",
      "f 3.28511e-05\n",
      "g 0.000399189\n",
      "h 0.000335549\n",
      "i 0.000736776\n",
      "k 7.44208e-05\n",
      "l 1.24185e-05\n",
      "m 0.00791902\n",
      "n 0.0265404\n",
      "o 0.00163617\n",
      "p 0.000430194\n",
      "q 0.00180119\n",
      "r 0.000119365\n",
      "s 0.197051\n",
      "t 0.420568\n",
      "u 0.000301946\n",
      "v 1.50736e-05\n",
      "w 4.4619e-05\n",
      "x 0.00230446\n",
      "y 0.00401497\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.421244\n",
      "b 0.000254884\n",
      "c 0.000132351\n",
      "d 0.000114989\n",
      "e 0.00581992\n",
      "f 3.01979e-05\n",
      "g 0.000263963\n",
      "h 0.000274707\n",
      "i 0.00125916\n",
      "k 6.87525e-05\n",
      "l 1.71181e-05\n",
      "m 0.00448366\n",
      "n 0.0161654\n",
      "o 0.000823728\n",
      "p 0.000326784\n",
      "q 0.00151542\n",
      "r 8.40065e-05\n",
      "s 0.204972\n",
      "t 0.334049\n",
      "u 0.000244494\n",
      "v 1.03251e-05\n",
      "w 2.85464e-05\n",
      "x 0.00265047\n",
      "y 0.00516596\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.445839\n",
      "b 0.000785059\n",
      "c 0.000347145\n",
      "d 9.32784e-05\n",
      "e 0.00524974\n",
      "f 5.59803e-05\n",
      "g 0.000762345\n",
      "h 0.000689056\n",
      "i 0.00152449\n",
      "k 0.000123717\n",
      "l 1.7279e-05\n",
      "m 0.00632148\n",
      "n 0.0186079\n",
      "o 0.00228621\n",
      "p 0.000861595\n",
      "q 0.00511775\n",
      "r 0.000133409\n",
      "s 0.191521\n",
      "t 0.310853\n",
      "u 0.000373936\n",
      "v 1.76862e-05\n",
      "w 7.05391e-05\n",
      "x 0.00219037\n",
      "y 0.00615805\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.384056\n",
      "b 0.000326824\n",
      "c 0.000231797\n",
      "d 0.000102357\n",
      "e 0.00700335\n",
      "f 2.32417e-05\n",
      "g 0.000352857\n",
      "h 0.000261744\n",
      "i 0.000607886\n",
      "k 8.57612e-05\n",
      "l 1.36043e-05\n",
      "m 0.00437326\n",
      "n 0.0171177\n",
      "o 0.00177083\n",
      "p 0.00033803\n",
      "q 0.00114578\n",
      "r 0.000105677\n",
      "s 0.221886\n",
      "t 0.355046\n",
      "u 0.000301822\n",
      "v 1.30475e-05\n",
      "w 3.03305e-05\n",
      "x 0.00227434\n",
      "y 0.00253185\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.258232\n",
      "b 0.00115807\n",
      "c 0.000741439\n",
      "d 0.000111921\n",
      "e 0.00944312\n",
      "f 8.58378e-05\n",
      "g 0.000433314\n",
      "h 0.000388306\n",
      "i 0.00201492\n",
      "k 0.000112021\n",
      "l 9.80608e-06\n",
      "m 0.00854798\n",
      "n 0.0190539\n",
      "o 0.00592983\n",
      "p 0.000982249\n",
      "q 0.00274329\n",
      "r 0.00018849\n",
      "s 0.44494\n",
      "t 0.237103\n",
      "u 0.00051589\n",
      "v 2.42934e-05\n",
      "w 8.22563e-05\n",
      "x 0.00396753\n",
      "y 0.00319084\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.319812\n",
      "b 0.000141571\n",
      "c 0.000122213\n",
      "d 6.04002e-05\n",
      "e 0.00512489\n",
      "f 1.35506e-05\n",
      "g 0.000163299\n",
      "h 0.000105002\n",
      "i 0.000967381\n",
      "k 4.60074e-05\n",
      "l 7.81776e-06\n",
      "m 0.00461905\n",
      "n 0.0147964\n",
      "o 0.00173511\n",
      "p 0.000205757\n",
      "q 0.000823856\n",
      "r 5.34057e-05\n",
      "s 0.28417\n",
      "t 0.361535\n",
      "u 0.000142715\n",
      "v 8.30952e-06\n",
      "w 2.6939e-05\n",
      "x 0.00157363\n",
      "y 0.00374605\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.171442\n",
      "b 0.000192201\n",
      "c 0.000391594\n",
      "d 6.94651e-05\n",
      "e 0.00791381\n",
      "f 1.39399e-05\n",
      "g 0.000295693\n",
      "h 0.000216265\n",
      "i 0.000914516\n",
      "k 5.32356e-05\n",
      "l 5.82095e-06\n",
      "m 0.00633187\n",
      "n 0.0161706\n",
      "o 0.007769\n",
      "p 0.000291974\n",
      "q 0.000830278\n",
      "r 7.95573e-05\n",
      "s 0.57631\n",
      "t 0.206789\n",
      "u 0.000205702\n",
      "v 9.87844e-06\n",
      "w 2.0493e-05\n",
      "x 0.00252008\n",
      "y 0.001162\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.262476\n",
      "b 0.000368117\n",
      "c 0.000556953\n",
      "d 0.000101019\n",
      "e 0.00718291\n",
      "f 2.51383e-05\n",
      "g 0.000450692\n",
      "h 0.000352943\n",
      "i 0.00119607\n",
      "k 7.53069e-05\n",
      "l 7.42593e-06\n",
      "m 0.0060871\n",
      "n 0.0156349\n",
      "o 0.00986002\n",
      "p 0.000626703\n",
      "q 0.00237464\n",
      "r 9.70534e-05\n",
      "s 0.421292\n",
      "t 0.266578\n",
      "u 0.000265739\n",
      "v 1.41189e-05\n",
      "w 4.01555e-05\n",
      "x 0.0023555\n",
      "y 0.00198153\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.370585\n",
      "b 0.000558811\n",
      "c 0.000557358\n",
      "d 6.6324e-05\n",
      "e 0.006829\n",
      "f 4.42012e-05\n",
      "g 0.000800582\n",
      "h 0.000818287\n",
      "i 0.00172087\n",
      "k 0.000104579\n",
      "l 1.57389e-05\n",
      "m 0.00614355\n",
      "n 0.0134535\n",
      "o 0.00537614\n",
      "p 0.000680029\n",
      "q 0.00274099\n",
      "r 8.95867e-05\n",
      "s 0.320182\n",
      "t 0.259585\n",
      "u 0.000278989\n",
      "v 2.0786e-05\n",
      "w 8.37134e-05\n",
      "x 0.00177395\n",
      "y 0.00749108\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.377545\n",
      "b 0.000900892\n",
      "c 0.000694891\n",
      "d 0.000105793\n",
      "e 0.00891688\n",
      "f 0.000107134\n",
      "g 0.00110072\n",
      "h 0.00112199\n",
      "i 0.00148287\n",
      "k 0.000139081\n",
      "l 3.63174e-05\n",
      "m 0.0112669\n",
      "n 0.0273074\n",
      "o 0.00342732\n",
      "p 0.00251299\n",
      "q 0.0100505\n",
      "r 0.00015981\n",
      "s 0.171391\n",
      "t 0.365899\n",
      "u 0.000382495\n",
      "v 2.7486e-05\n",
      "w 0.000109557\n",
      "x 0.0024999\n",
      "y 0.0128132\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.545945\n",
      "b 0.000283913\n",
      "c 0.000146755\n",
      "d 4.81576e-05\n",
      "e 0.00262834\n",
      "f 3.19745e-05\n",
      "g 0.00027149\n",
      "h 0.000154426\n",
      "i 0.00030503\n",
      "k 4.62022e-05\n",
      "l 3.61021e-05\n",
      "m 0.00370467\n",
      "n 0.0153672\n",
      "o 0.000508301\n",
      "p 0.000446452\n",
      "q 0.00270933\n",
      "r 3.27788e-05\n",
      "s 0.0305819\n",
      "t 0.386028\n",
      "u 9.71221e-05\n",
      "v 7.6427e-06\n",
      "w 3.68424e-05\n",
      "x 0.000600103\n",
      "y 0.00998171\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.315073\n",
      "b 0.000351942\n",
      "c 0.000502587\n",
      "d 0.000117105\n",
      "e 0.00943839\n",
      "f 7.1974e-05\n",
      "g 0.000541971\n",
      "h 0.000774496\n",
      "i 0.00304131\n",
      "k 9.74062e-05\n",
      "l 2.39604e-05\n",
      "m 0.00681652\n",
      "n 0.0147354\n",
      "o 0.00333958\n",
      "p 0.000971243\n",
      "q 0.00343302\n",
      "r 9.85334e-05\n",
      "s 0.325786\n",
      "t 0.294758\n",
      "u 0.000239551\n",
      "v 2.20042e-05\n",
      "w 8.65034e-05\n",
      "x 0.00349321\n",
      "y 0.0161861\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.348697\n",
      "b 8.31309e-05\n",
      "c 0.000202712\n",
      "d 4.6352e-05\n",
      "e 0.00520693\n",
      "f 1.07786e-05\n",
      "g 0.000186239\n",
      "h 0.00012427\n",
      "i 0.00102556\n",
      "k 3.27335e-05\n",
      "l 1.19798e-05\n",
      "m 0.00383434\n",
      "n 0.010901\n",
      "o 0.00236481\n",
      "p 0.000153308\n",
      "q 0.00060672\n",
      "r 3.02938e-05\n",
      "s 0.318117\n",
      "t 0.30199\n",
      "u 8.17759e-05\n",
      "v 6.06654e-06\n",
      "w 1.64905e-05\n",
      "x 0.00124827\n",
      "y 0.00502201\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.396431\n",
      "b 0.000390065\n",
      "c 0.000283244\n",
      "d 9.10593e-05\n",
      "e 0.00459997\n",
      "f 4.46966e-05\n",
      "g 0.000310474\n",
      "h 0.000301953\n",
      "i 0.00224291\n",
      "k 9.01636e-05\n",
      "l 2.13624e-05\n",
      "m 0.00564753\n",
      "n 0.0170912\n",
      "o 0.00198244\n",
      "p 0.000498822\n",
      "q 0.00208145\n",
      "r 8.03937e-05\n",
      "s 0.273802\n",
      "t 0.285255\n",
      "u 0.000258725\n",
      "v 1.19714e-05\n",
      "w 3.77794e-05\n",
      "x 0.00299337\n",
      "y 0.00545255\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.364037\n",
      "b 0.000512526\n",
      "c 0.000415712\n",
      "d 0.000108769\n",
      "e 0.00916264\n",
      "f 8.60238e-05\n",
      "g 0.000452951\n",
      "h 0.000875468\n",
      "i 0.0027147\n",
      "k 7.93992e-05\n",
      "l 1.75989e-05\n",
      "m 0.00453139\n",
      "n 0.0108785\n",
      "o 0.00208465\n",
      "p 0.000642107\n",
      "q 0.00207915\n",
      "r 9.52106e-05\n",
      "s 0.348918\n",
      "t 0.239899\n",
      "u 0.000239764\n",
      "v 1.19953e-05\n",
      "w 4.29507e-05\n",
      "x 0.00396231\n",
      "y 0.00815222\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.215265\n",
      "b 0.000181001\n",
      "c 0.000343614\n",
      "d 8.5443e-05\n",
      "e 0.0105245\n",
      "f 2.91554e-05\n",
      "g 0.000213033\n",
      "h 0.00019208\n",
      "i 0.00175857\n",
      "k 4.45535e-05\n",
      "l 9.75095e-06\n",
      "m 0.00679891\n",
      "n 0.0156797\n",
      "o 0.0031398\n",
      "p 0.000258948\n",
      "q 0.000896442\n",
      "r 7.63512e-05\n",
      "s 0.500726\n",
      "t 0.2366\n",
      "u 0.0001612\n",
      "v 9.22049e-06\n",
      "w 2.27978e-05\n",
      "x 0.00302773\n",
      "y 0.00395658\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.395695\n",
      "b 0.000740875\n",
      "c 0.000464446\n",
      "d 0.000117748\n",
      "e 0.00687091\n",
      "f 7.68935e-05\n",
      "g 0.00049365\n",
      "h 0.000492025\n",
      "i 0.00159764\n",
      "k 0.000109734\n",
      "l 1.59264e-05\n",
      "m 0.00463836\n",
      "n 0.0127841\n",
      "o 0.00281898\n",
      "p 0.000720545\n",
      "q 0.00302297\n",
      "r 0.000136044\n",
      "s 0.222552\n",
      "t 0.334994\n",
      "u 0.000353288\n",
      "v 2.28454e-05\n",
      "w 0.000100109\n",
      "x 0.00257681\n",
      "y 0.00860431\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.348014\n",
      "b 0.000128641\n",
      "c 9.92402e-05\n",
      "d 4.86951e-05\n",
      "e 0.00474191\n",
      "f 1.10293e-05\n",
      "g 0.000164259\n",
      "h 0.00010399\n",
      "i 0.000747275\n",
      "k 2.76146e-05\n",
      "l 4.66008e-06\n",
      "m 0.00357748\n",
      "n 0.0114961\n",
      "o 0.00185925\n",
      "p 0.000116649\n",
      "q 0.000458855\n",
      "r 3.31819e-05\n",
      "s 0.293855\n",
      "t 0.331163\n",
      "u 9.76446e-05\n",
      "v 4.74241e-06\n",
      "w 1.56995e-05\n",
      "x 0.00108517\n",
      "y 0.00214585\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.46377\n",
      "b 8.6488e-05\n",
      "c 0.000102151\n",
      "d 5.25571e-05\n",
      "e 0.00360474\n",
      "f 1.02995e-05\n",
      "g 0.000169839\n",
      "h 0.000140591\n",
      "i 0.000752175\n",
      "k 4.02817e-05\n",
      "l 1.27454e-05\n",
      "m 0.00181274\n",
      "n 0.00742375\n",
      "o 0.000733816\n",
      "p 0.00014105\n",
      "q 0.000657393\n",
      "r 3.34061e-05\n",
      "s 0.176329\n",
      "t 0.337524\n",
      "u 8.78161e-05\n",
      "v 5.08975e-06\n",
      "w 1.44325e-05\n",
      "x 0.00118606\n",
      "y 0.00531037\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.331438\n",
      "b 0.000112752\n",
      "c 0.000110229\n",
      "d 4.57504e-05\n",
      "e 0.00227071\n",
      "f 1.18162e-05\n",
      "g 0.000497624\n",
      "h 0.000170592\n",
      "i 0.000588017\n",
      "k 5.91402e-05\n",
      "l 1.27067e-05\n",
      "m 0.0039835\n",
      "n 0.0197182\n",
      "o 0.00143089\n",
      "p 0.000312353\n",
      "q 0.00129997\n",
      "r 5.25601e-05\n",
      "s 0.13147\n",
      "t 0.49815\n",
      "u 0.000113815\n",
      "v 9.65787e-06\n",
      "w 4.1263e-05\n",
      "x 0.00169746\n",
      "y 0.00640327\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.224402\n",
      "b 0.000114838\n",
      "c 9.71554e-05\n",
      "d 9.71206e-05\n",
      "e 0.00284336\n",
      "f 1.08788e-05\n",
      "g 0.000544782\n",
      "h 0.000133399\n",
      "i 0.000469257\n",
      "k 0.000126969\n",
      "l 8.09732e-06\n",
      "m 0.00265569\n",
      "n 0.0188961\n",
      "o 0.00139325\n",
      "p 0.000316644\n",
      "q 0.000631502\n",
      "r 0.000139621\n",
      "s 0.149105\n",
      "t 0.589831\n",
      "u 0.000239732\n",
      "v 1.93675e-05\n",
      "w 5.87065e-05\n",
      "x 0.00439659\n",
      "y 0.00346832\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.648355\n",
      "b 0.000270496\n",
      "c 0.000105696\n",
      "d 4.10514e-05\n",
      "e 0.00182209\n",
      "f 1.89386e-05\n",
      "g 0.000329724\n",
      "h 0.00038608\n",
      "i 0.00039483\n",
      "k 7.75927e-05\n",
      "l 1.7745e-05\n",
      "m 0.000711449\n",
      "n 0.00376456\n",
      "o 0.000480762\n",
      "p 0.000175126\n",
      "q 0.000734488\n",
      "r 3.2594e-05\n",
      "s 0.0724938\n",
      "t 0.265325\n",
      "u 0.000116708\n",
      "v 5.83935e-06\n",
      "w 2.3333e-05\n",
      "x 0.000660407\n",
      "y 0.00365675\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.408635\n",
      "b 0.000145103\n",
      "c 0.00017562\n",
      "d 5.17302e-05\n",
      "e 0.00347663\n",
      "f 1.70242e-05\n",
      "g 0.000308284\n",
      "h 0.000220803\n",
      "i 0.00112436\n",
      "k 5.7896e-05\n",
      "l 9.43119e-06\n",
      "m 0.00170609\n",
      "n 0.00644299\n",
      "o 0.0019178\n",
      "p 0.000186734\n",
      "q 0.000605467\n",
      "r 3.64539e-05\n",
      "s 0.241154\n",
      "t 0.327077\n",
      "u 8.80992e-05\n",
      "v 6.29441e-06\n",
      "w 2.53318e-05\n",
      "x 0.00159106\n",
      "y 0.00494068\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.292522\n",
      "b 0.000277218\n",
      "c 0.000144576\n",
      "d 0.000140453\n",
      "e 0.00290578\n",
      "f 2.14559e-05\n",
      "g 0.000671589\n",
      "h 0.000236523\n",
      "i 0.000870882\n",
      "k 0.000217463\n",
      "l 9.994e-06\n",
      "m 0.00260877\n",
      "n 0.0161972\n",
      "o 0.00263697\n",
      "p 0.000277052\n",
      "q 0.000694666\n",
      "r 0.000162257\n",
      "s 0.186573\n",
      "t 0.486754\n",
      "u 0.000344177\n",
      "v 2.10376e-05\n",
      "w 6.8144e-05\n",
      "x 0.0036687\n",
      "y 0.00197556\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.339056\n",
      "b 6.45234e-05\n",
      "c 0.000138786\n",
      "d 4.20838e-05\n",
      "e 0.00316137\n",
      "f 1.05949e-05\n",
      "g 0.000251447\n",
      "h 0.000143563\n",
      "i 0.00123644\n",
      "k 4.51893e-05\n",
      "l 8.78219e-06\n",
      "m 0.00137998\n",
      "n 0.00531181\n",
      "o 0.00202601\n",
      "p 0.000110443\n",
      "q 0.000237018\n",
      "r 2.05628e-05\n",
      "s 0.347462\n",
      "t 0.293105\n",
      "u 4.92622e-05\n",
      "v 4.44978e-06\n",
      "w 1.65198e-05\n",
      "x 0.00154239\n",
      "y 0.00457473\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.203513\n",
      "b 7.58526e-05\n",
      "c 8.25365e-05\n",
      "d 7.18445e-05\n",
      "e 0.00345412\n",
      "f 7.91672e-06\n",
      "g 0.000604019\n",
      "h 0.00013307\n",
      "i 0.000349295\n",
      "k 7.72059e-05\n",
      "l 6.71227e-06\n",
      "m 0.00364114\n",
      "n 0.0206317\n",
      "o 0.00252304\n",
      "p 0.000214383\n",
      "q 0.000457922\n",
      "r 7.16901e-05\n",
      "s 0.152424\n",
      "t 0.607029\n",
      "u 0.000122412\n",
      "v 1.22823e-05\n",
      "w 4.19356e-05\n",
      "x 0.00178459\n",
      "y 0.00267019\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.194939\n",
      "b 0.00010739\n",
      "c 0.000155378\n",
      "d 0.00028629\n",
      "e 0.00339188\n",
      "f 1.20007e-05\n",
      "g 0.000768405\n",
      "h 0.000124685\n",
      "i 0.000583389\n",
      "k 0.000183785\n",
      "l 8.7993e-06\n",
      "m 0.0016044\n",
      "n 0.0144199\n",
      "o 0.0023683\n",
      "p 0.000443812\n",
      "q 0.000571956\n",
      "r 0.000232854\n",
      "s 0.187637\n",
      "t 0.580161\n",
      "u 0.000300607\n",
      "v 2.31384e-05\n",
      "w 5.33511e-05\n",
      "x 0.00964821\n",
      "y 0.001975\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.149676\n",
      "b 0.000218468\n",
      "c 0.000514386\n",
      "d 0.000345784\n",
      "e 0.00660871\n",
      "f 4.68224e-05\n",
      "g 0.00195927\n",
      "h 0.000288954\n",
      "i 0.000913049\n",
      "k 0.000341143\n",
      "l 2.76026e-05\n",
      "m 0.00510665\n",
      "n 0.0331499\n",
      "o 0.00545776\n",
      "p 0.00132924\n",
      "q 0.00119988\n",
      "r 0.000399242\n",
      "s 0.171915\n",
      "t 0.602555\n",
      "u 0.000394461\n",
      "v 4.75203e-05\n",
      "w 0.000113279\n",
      "x 0.0126816\n",
      "y 0.00471075\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0806307\n",
      "b 0.000630657\n",
      "c 0.0022444\n",
      "d 0.00119753\n",
      "e 0.00571045\n",
      "f 0.000100247\n",
      "g 0.00293317\n",
      "h 0.00018287\n",
      "i 0.0059895\n",
      "k 0.0029187\n",
      "l 5.88229e-05\n",
      "m 0.00948826\n",
      "n 0.0598732\n",
      "o 0.0262601\n",
      "p 0.00272554\n",
      "q 0.00227945\n",
      "r 0.00325237\n",
      "s 0.297369\n",
      "t 0.43705\n",
      "u 0.00262117\n",
      "v 0.000393308\n",
      "w 0.000594221\n",
      "x 0.0519284\n",
      "y 0.00356779\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00721238\n",
      "b 0.000252862\n",
      "c 0.000461256\n",
      "d 0.00241021\n",
      "e 0.0151378\n",
      "f 6.87013e-05\n",
      "g 0.00204048\n",
      "h 0.000125959\n",
      "i 0.0021297\n",
      "k 0.00177498\n",
      "l 7.08333e-06\n",
      "m 0.0281783\n",
      "n 0.17799\n",
      "o 0.0238918\n",
      "p 0.00246187\n",
      "q 0.000674957\n",
      "r 0.0123053\n",
      "s 0.317728\n",
      "t 0.241728\n",
      "u 0.00334005\n",
      "v 0.000229915\n",
      "w 0.000164151\n",
      "x 0.159478\n",
      "y 0.000208423\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.039612\n",
      "b 0.000170265\n",
      "c 0.000213246\n",
      "d 0.000694649\n",
      "e 0.00842939\n",
      "f 3.41516e-05\n",
      "g 0.000857646\n",
      "h 8.78833e-05\n",
      "i 0.00225475\n",
      "k 0.000387206\n",
      "l 6.00855e-06\n",
      "m 0.0228706\n",
      "n 0.129875\n",
      "o 0.0155132\n",
      "p 0.000628817\n",
      "q 0.000535709\n",
      "r 0.000869625\n",
      "s 0.382556\n",
      "t 0.364633\n",
      "u 0.000597153\n",
      "v 2.63339e-05\n",
      "w 3.36737e-05\n",
      "x 0.0288286\n",
      "y 0.000285736\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0323556\n",
      "b 0.00103637\n",
      "c 0.00394283\n",
      "d 0.00222825\n",
      "e 0.0134622\n",
      "f 0.000253084\n",
      "g 0.00420931\n",
      "h 0.000439336\n",
      "i 0.0103128\n",
      "k 0.00290682\n",
      "l 3.55869e-05\n",
      "m 0.0312887\n",
      "n 0.114358\n",
      "o 0.069306\n",
      "p 0.013841\n",
      "q 0.0103431\n",
      "r 0.00730946\n",
      "s 0.305513\n",
      "t 0.273778\n",
      "u 0.00368532\n",
      "v 0.000396247\n",
      "w 0.000522317\n",
      "x 0.0960206\n",
      "y 0.00245654\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0213445\n",
      "b 0.00208691\n",
      "c 0.00685008\n",
      "d 0.00633288\n",
      "e 0.0277735\n",
      "f 0.00117181\n",
      "g 0.00284081\n",
      "h 0.00056546\n",
      "i 0.0346994\n",
      "k 0.00404239\n",
      "l 5.98134e-05\n",
      "m 0.029951\n",
      "n 0.074559\n",
      "o 0.0832452\n",
      "p 0.0169399\n",
      "q 0.00795183\n",
      "r 0.0115392\n",
      "s 0.347612\n",
      "t 0.15858\n",
      "u 0.00547907\n",
      "v 0.00054429\n",
      "w 0.000600026\n",
      "x 0.15268\n",
      "y 0.00255038\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0452185\n",
      "b 0.000205319\n",
      "c 0.000141679\n",
      "d 0.000747631\n",
      "e 0.0114099\n",
      "f 5.85236e-05\n",
      "g 0.00221263\n",
      "h 0.000124731\n",
      "i 0.00161849\n",
      "k 0.000469122\n",
      "l 3.65732e-06\n",
      "m 0.0153622\n",
      "n 0.097177\n",
      "o 0.0147577\n",
      "p 0.000527502\n",
      "q 0.00020119\n",
      "r 0.000689014\n",
      "s 0.248758\n",
      "t 0.535322\n",
      "u 0.000334418\n",
      "v 2.30248e-05\n",
      "w 5.23403e-05\n",
      "x 0.0242349\n",
      "y 0.000349965\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0678814\n",
      "b 0.00112199\n",
      "c 0.00154958\n",
      "d 0.00267391\n",
      "e 0.0180301\n",
      "f 0.000218124\n",
      "g 0.0015249\n",
      "h 0.000228381\n",
      "i 0.00675292\n",
      "k 0.00085955\n",
      "l 3.61421e-05\n",
      "m 0.0493972\n",
      "n 0.176801\n",
      "o 0.0202291\n",
      "p 0.00387595\n",
      "q 0.00644244\n",
      "r 0.00301484\n",
      "s 0.2851\n",
      "t 0.294534\n",
      "u 0.00287845\n",
      "v 0.000132316\n",
      "w 0.000139937\n",
      "x 0.0552762\n",
      "y 0.00130146\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0858207\n",
      "b 0.000474091\n",
      "c 0.00104373\n",
      "d 0.000389122\n",
      "e 0.00384302\n",
      "f 5.31917e-05\n",
      "g 0.00170592\n",
      "h 0.000350501\n",
      "i 0.0019179\n",
      "k 0.000523368\n",
      "l 8.03465e-05\n",
      "m 0.0492178\n",
      "n 0.169482\n",
      "o 0.00891241\n",
      "p 0.0425076\n",
      "q 0.245374\n",
      "r 0.00100594\n",
      "s 0.0593315\n",
      "t 0.310292\n",
      "u 0.00129914\n",
      "v 0.000109517\n",
      "w 0.000202424\n",
      "x 0.00872914\n",
      "y 0.00733583\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0454042\n",
      "b 0.000317935\n",
      "c 0.00325801\n",
      "d 0.000311082\n",
      "e 0.0022526\n",
      "f 2.81028e-05\n",
      "g 0.0020782\n",
      "h 0.000375417\n",
      "i 0.001835\n",
      "k 0.000453103\n",
      "l 3.98627e-05\n",
      "m 0.0233545\n",
      "n 0.0722135\n",
      "o 0.0387822\n",
      "p 0.0516813\n",
      "q 0.487726\n",
      "r 0.00111537\n",
      "s 0.0637784\n",
      "t 0.190811\n",
      "u 0.00106419\n",
      "v 0.000117386\n",
      "w 0.000202561\n",
      "x 0.00743928\n",
      "y 0.0053613\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0278023\n",
      "b 0.000344473\n",
      "c 0.00301825\n",
      "d 0.000312346\n",
      "e 0.00360862\n",
      "f 2.68935e-05\n",
      "g 0.00308161\n",
      "h 0.000744195\n",
      "i 0.00100349\n",
      "k 0.000490502\n",
      "l 4.44298e-05\n",
      "m 0.0331213\n",
      "n 0.087095\n",
      "o 0.0334682\n",
      "p 0.06882\n",
      "q 0.52904\n",
      "r 0.00161256\n",
      "s 0.0594829\n",
      "t 0.136227\n",
      "u 0.00166872\n",
      "v 0.000172876\n",
      "w 0.000192515\n",
      "x 0.00532213\n",
      "y 0.00329889\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0346655\n",
      "b 0.00123358\n",
      "c 0.00315413\n",
      "d 0.00109631\n",
      "e 0.0110578\n",
      "f 0.000116757\n",
      "g 0.00332638\n",
      "h 0.000522174\n",
      "i 0.00372639\n",
      "k 0.00122059\n",
      "l 3.72093e-05\n",
      "m 0.0888126\n",
      "n 0.222935\n",
      "o 0.0436469\n",
      "p 0.0333258\n",
      "q 0.152984\n",
      "r 0.00600646\n",
      "s 0.145963\n",
      "t 0.219607\n",
      "u 0.00520915\n",
      "v 0.000361912\n",
      "w 0.00038011\n",
      "x 0.0179263\n",
      "y 0.00268501\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.023751\n",
      "b 0.00379622\n",
      "c 0.00767523\n",
      "d 0.00519753\n",
      "e 0.0806093\n",
      "f 0.000765173\n",
      "g 0.00200171\n",
      "h 0.00050003\n",
      "i 0.012714\n",
      "k 0.00181835\n",
      "l 8.12948e-05\n",
      "m 0.220183\n",
      "n 0.22788\n",
      "o 0.0508937\n",
      "p 0.00973234\n",
      "q 0.0614217\n",
      "r 0.0156523\n",
      "s 0.139629\n",
      "t 0.109476\n",
      "u 0.0114631\n",
      "v 0.000929083\n",
      "w 0.000578653\n",
      "x 0.0101281\n",
      "y 0.00312251\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00986123\n",
      "b 0.00162433\n",
      "c 0.0028897\n",
      "d 0.00234692\n",
      "e 0.0324628\n",
      "f 0.000298271\n",
      "g 0.00611539\n",
      "h 0.000845115\n",
      "i 0.00446241\n",
      "k 0.00145983\n",
      "l 9.32141e-06\n",
      "m 0.127668\n",
      "n 0.285361\n",
      "o 0.074483\n",
      "p 0.00790003\n",
      "q 0.0209433\n",
      "r 0.0164659\n",
      "s 0.222909\n",
      "t 0.135287\n",
      "u 0.00559952\n",
      "v 0.000308933\n",
      "w 0.000261384\n",
      "x 0.0399363\n",
      "y 0.0005003\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0165726\n",
      "b 0.00569992\n",
      "c 0.00681536\n",
      "d 0.00762127\n",
      "e 0.0524688\n",
      "f 0.000724993\n",
      "g 0.00511406\n",
      "h 0.000768888\n",
      "i 0.00724849\n",
      "k 0.0023535\n",
      "l 1.40662e-05\n",
      "m 0.0969401\n",
      "n 0.18944\n",
      "o 0.111837\n",
      "p 0.00883572\n",
      "q 0.027073\n",
      "r 0.0318995\n",
      "s 0.220948\n",
      "t 0.144743\n",
      "u 0.0161864\n",
      "v 0.000936247\n",
      "w 0.000802765\n",
      "x 0.0442909\n",
      "y 0.000665994\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0136153\n",
      "b 0.00319909\n",
      "c 0.0111429\n",
      "d 0.00637515\n",
      "e 0.0354391\n",
      "f 0.000586987\n",
      "g 0.00898383\n",
      "h 0.000961164\n",
      "i 0.00576231\n",
      "k 0.0031759\n",
      "l 3.36821e-05\n",
      "m 0.100591\n",
      "n 0.207458\n",
      "o 0.118443\n",
      "p 0.0249074\n",
      "q 0.0900432\n",
      "r 0.034426\n",
      "s 0.108215\n",
      "t 0.166728\n",
      "u 0.0132793\n",
      "v 0.00182922\n",
      "w 0.00179615\n",
      "x 0.0403979\n",
      "y 0.002612\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0300332\n",
      "b 0.00439829\n",
      "c 0.0363849\n",
      "d 0.00830385\n",
      "e 0.112506\n",
      "f 0.00129231\n",
      "g 0.01097\n",
      "h 0.00218814\n",
      "i 0.00216522\n",
      "k 0.00268971\n",
      "l 0.000357512\n",
      "m 0.0904894\n",
      "n 0.148069\n",
      "o 0.0512936\n",
      "p 0.0425526\n",
      "q 0.170626\n",
      "r 0.0236366\n",
      "s 0.0475139\n",
      "t 0.173255\n",
      "u 0.011584\n",
      "v 0.00212944\n",
      "w 0.00128226\n",
      "x 0.0152426\n",
      "y 0.0110366\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00770893\n",
      "b 0.005394\n",
      "c 0.00606076\n",
      "d 0.00684925\n",
      "e 0.290039\n",
      "f 0.0033547\n",
      "g 0.00472539\n",
      "h 0.00141351\n",
      "i 0.00308686\n",
      "k 0.00303154\n",
      "l 0.000242636\n",
      "m 0.197225\n",
      "n 0.211823\n",
      "o 0.00990082\n",
      "p 0.0288662\n",
      "q 0.0404932\n",
      "r 0.0338006\n",
      "s 0.0391454\n",
      "t 0.0804228\n",
      "u 0.0111293\n",
      "v 0.00125036\n",
      "w 0.000590049\n",
      "x 0.00977833\n",
      "y 0.00366726\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0168448\n",
      "b 0.00175526\n",
      "c 0.00295343\n",
      "d 0.00834213\n",
      "e 0.119594\n",
      "f 0.000942935\n",
      "g 0.00573742\n",
      "h 0.000745948\n",
      "i 0.00172076\n",
      "k 0.00430532\n",
      "l 0.000417732\n",
      "m 0.128105\n",
      "n 0.348829\n",
      "o 0.00784195\n",
      "p 0.0104674\n",
      "q 0.0127897\n",
      "r 0.0318092\n",
      "s 0.0345262\n",
      "t 0.226712\n",
      "u 0.0102443\n",
      "v 0.00113591\n",
      "w 0.000468037\n",
      "x 0.0200189\n",
      "y 0.00369275\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0142384\n",
      "b 0.0127123\n",
      "c 0.0247739\n",
      "d 0.0142127\n",
      "e 0.0876325\n",
      "f 0.00438977\n",
      "g 0.0333061\n",
      "h 0.0125093\n",
      "i 0.00868435\n",
      "k 0.0263001\n",
      "l 0.000930982\n",
      "m 0.0755915\n",
      "n 0.140521\n",
      "o 0.0377443\n",
      "p 0.0882207\n",
      "q 0.0832089\n",
      "r 0.1024\n",
      "s 0.0507769\n",
      "t 0.0760717\n",
      "u 0.0405867\n",
      "v 0.00365266\n",
      "w 0.00160753\n",
      "x 0.0566886\n",
      "y 0.00323864\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0103684\n",
      "b 0.00706045\n",
      "c 0.0138851\n",
      "d 0.00365997\n",
      "e 0.048793\n",
      "f 0.000957142\n",
      "g 0.0107576\n",
      "h 0.00685854\n",
      "i 0.00339495\n",
      "k 0.00355449\n",
      "l 0.000106027\n",
      "m 0.0845737\n",
      "n 0.129958\n",
      "o 0.0562692\n",
      "p 0.16725\n",
      "q 0.220533\n",
      "r 0.0291018\n",
      "s 0.0943429\n",
      "t 0.053581\n",
      "u 0.0157183\n",
      "v 0.000606868\n",
      "w 0.000333503\n",
      "x 0.0375441\n",
      "y 0.00079171\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0084156\n",
      "b 0.00320766\n",
      "c 0.0225591\n",
      "d 0.00503099\n",
      "e 0.114737\n",
      "f 0.000963987\n",
      "g 0.0086277\n",
      "h 0.00767976\n",
      "i 0.00745432\n",
      "k 0.00188842\n",
      "l 0.000108704\n",
      "m 0.099648\n",
      "n 0.0999815\n",
      "o 0.085393\n",
      "p 0.0868235\n",
      "q 0.154557\n",
      "r 0.0242873\n",
      "s 0.179398\n",
      "t 0.0423251\n",
      "u 0.00997252\n",
      "v 0.000526705\n",
      "w 0.000228917\n",
      "x 0.0346415\n",
      "y 0.00154337\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0199821\n",
      "b 0.00946522\n",
      "c 0.0363135\n",
      "d 0.0100866\n",
      "e 0.0871482\n",
      "f 0.00173337\n",
      "g 0.0220605\n",
      "h 0.017738\n",
      "i 0.00638743\n",
      "k 0.00877578\n",
      "l 0.000308054\n",
      "m 0.0469637\n",
      "n 0.0787373\n",
      "o 0.0979783\n",
      "p 0.108809\n",
      "q 0.0863095\n",
      "r 0.0480471\n",
      "s 0.121832\n",
      "t 0.0678142\n",
      "u 0.0306892\n",
      "v 0.00174439\n",
      "w 0.000722466\n",
      "x 0.0885949\n",
      "y 0.00175969\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0294221\n",
      "b 0.00216634\n",
      "c 0.0331962\n",
      "d 0.00999673\n",
      "e 0.160063\n",
      "f 0.00132043\n",
      "g 0.0256702\n",
      "h 0.0242682\n",
      "i 0.00682609\n",
      "k 0.00772796\n",
      "l 0.00149288\n",
      "m 0.0519447\n",
      "n 0.0936544\n",
      "o 0.0657935\n",
      "p 0.0826596\n",
      "q 0.0478558\n",
      "r 0.0215138\n",
      "s 0.140214\n",
      "t 0.111705\n",
      "u 0.0105538\n",
      "v 0.00111486\n",
      "w 0.000348411\n",
      "x 0.0643056\n",
      "y 0.00618662\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0101819\n",
      "b 0.000656804\n",
      "c 0.0623564\n",
      "d 0.000717532\n",
      "e 0.0224126\n",
      "f 0.000342848\n",
      "g 0.023307\n",
      "h 0.00920893\n",
      "i 0.00296133\n",
      "k 0.00454522\n",
      "l 0.00150369\n",
      "m 0.0335318\n",
      "n 0.0447034\n",
      "o 0.107807\n",
      "p 0.318951\n",
      "q 0.2457\n",
      "r 0.00432276\n",
      "s 0.0307321\n",
      "t 0.0440568\n",
      "u 0.00187997\n",
      "v 0.000899957\n",
      "w 0.00054828\n",
      "x 0.0104514\n",
      "y 0.0182207\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0205313\n",
      "b 0.000826326\n",
      "c 0.0531474\n",
      "d 0.00318873\n",
      "e 0.155524\n",
      "f 0.000506146\n",
      "g 0.00824887\n",
      "h 0.00389764\n",
      "i 0.0042088\n",
      "k 0.00134773\n",
      "l 0.000588238\n",
      "m 0.0884912\n",
      "n 0.0924685\n",
      "o 0.149916\n",
      "p 0.0741339\n",
      "q 0.0900707\n",
      "r 0.00653254\n",
      "s 0.120827\n",
      "t 0.095468\n",
      "u 0.00273526\n",
      "v 0.000508453\n",
      "w 0.000204594\n",
      "x 0.0159718\n",
      "y 0.0106573\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0181387\n",
      "b 0.000343067\n",
      "c 0.0198164\n",
      "d 0.00101233\n",
      "e 0.0462832\n",
      "f 0.000155933\n",
      "g 0.00809967\n",
      "h 0.00148227\n",
      "i 0.0014155\n",
      "k 0.0011661\n",
      "l 0.000547154\n",
      "m 0.158825\n",
      "n 0.282174\n",
      "o 0.085147\n",
      "p 0.0486838\n",
      "q 0.0908112\n",
      "r 0.00464476\n",
      "s 0.0590029\n",
      "t 0.151534\n",
      "u 0.00157681\n",
      "v 0.000290835\n",
      "w 0.0001208\n",
      "x 0.0118002\n",
      "y 0.00692812\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0287394\n",
      "b 0.000593772\n",
      "c 0.0109545\n",
      "d 0.00384505\n",
      "e 0.0805423\n",
      "f 0.000231887\n",
      "g 0.00434622\n",
      "h 0.000423168\n",
      "i 0.00302982\n",
      "k 0.00208934\n",
      "l 0.000381309\n",
      "m 0.116952\n",
      "n 0.275104\n",
      "o 0.0366432\n",
      "p 0.0113945\n",
      "q 0.020372\n",
      "r 0.0143721\n",
      "s 0.0954364\n",
      "t 0.257494\n",
      "u 0.00529356\n",
      "v 0.000858836\n",
      "w 0.00030052\n",
      "x 0.0230268\n",
      "y 0.00757436\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0119048\n",
      "b 6.30962e-05\n",
      "c 0.00111745\n",
      "d 0.000708073\n",
      "e 0.0369667\n",
      "f 4.33431e-05\n",
      "g 0.0022223\n",
      "h 9.84419e-05\n",
      "i 0.00049615\n",
      "k 0.000571741\n",
      "l 0.000158962\n",
      "m 0.128167\n",
      "n 0.421233\n",
      "o 0.0103129\n",
      "p 0.00400957\n",
      "q 0.00460609\n",
      "r 0.00314588\n",
      "s 0.0342019\n",
      "t 0.326372\n",
      "u 0.000750955\n",
      "v 0.000209025\n",
      "w 9.45215e-05\n",
      "x 0.00722224\n",
      "y 0.00532431\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0231381\n",
      "b 8.83629e-05\n",
      "c 0.00210293\n",
      "d 0.000842829\n",
      "e 0.0340099\n",
      "f 0.000101954\n",
      "g 0.00255658\n",
      "h 0.000134046\n",
      "i 0.00090731\n",
      "k 0.000554599\n",
      "l 0.000357271\n",
      "m 0.108824\n",
      "n 0.333467\n",
      "o 0.0115625\n",
      "p 0.00491803\n",
      "q 0.0073083\n",
      "r 0.00181553\n",
      "s 0.0268771\n",
      "t 0.413833\n",
      "u 0.000510657\n",
      "v 0.000214676\n",
      "w 0.000155094\n",
      "x 0.00672377\n",
      "y 0.0189968\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.022749\n",
      "b 0.000126378\n",
      "c 0.00123793\n",
      "d 0.000837201\n",
      "e 0.0465099\n",
      "f 9.34625e-05\n",
      "g 0.00256292\n",
      "h 0.000130336\n",
      "i 0.000517613\n",
      "k 0.000702418\n",
      "l 0.000262407\n",
      "m 0.0949274\n",
      "n 0.346453\n",
      "o 0.00722147\n",
      "p 0.00293888\n",
      "q 0.00240627\n",
      "r 0.00259747\n",
      "s 0.0343585\n",
      "t 0.418214\n",
      "u 0.000794594\n",
      "v 0.000205486\n",
      "w 0.000110571\n",
      "x 0.00707646\n",
      "y 0.00696664\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0128282\n",
      "b 4.7957e-05\n",
      "c 0.000476536\n",
      "d 0.000426914\n",
      "e 0.0237688\n",
      "f 3.36293e-05\n",
      "g 0.00174836\n",
      "h 6.53534e-05\n",
      "i 0.00021296\n",
      "k 0.000373295\n",
      "l 0.000122121\n",
      "m 0.0950294\n",
      "n 0.443154\n",
      "o 0.00417324\n",
      "p 0.00229736\n",
      "q 0.0020666\n",
      "r 0.00184725\n",
      "s 0.0219494\n",
      "t 0.380082\n",
      "u 0.000421721\n",
      "v 9.27064e-05\n",
      "w 4.87702e-05\n",
      "x 0.00548396\n",
      "y 0.00324931\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.019933\n",
      "b 8.62416e-05\n",
      "c 0.00140698\n",
      "d 0.000639142\n",
      "e 0.0311215\n",
      "f 7.20299e-05\n",
      "g 0.00278829\n",
      "h 0.000131913\n",
      "i 0.00059501\n",
      "k 0.000581655\n",
      "l 0.000260646\n",
      "m 0.113582\n",
      "n 0.391943\n",
      "o 0.00745014\n",
      "p 0.00476324\n",
      "q 0.00644304\n",
      "r 0.00211011\n",
      "s 0.0253424\n",
      "t 0.373452\n",
      "u 0.000547669\n",
      "v 0.00015779\n",
      "w 9.36111e-05\n",
      "x 0.00628712\n",
      "y 0.0102118\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0251277\n",
      "b 0.000200673\n",
      "c 0.00344662\n",
      "d 0.00166755\n",
      "e 0.0835033\n",
      "f 0.000121038\n",
      "g 0.00509566\n",
      "h 0.000439264\n",
      "i 0.000510662\n",
      "k 0.000805945\n",
      "l 0.000281936\n",
      "m 0.091098\n",
      "n 0.284281\n",
      "o 0.0156908\n",
      "p 0.0111043\n",
      "q 0.0148171\n",
      "r 0.00470146\n",
      "s 0.0373738\n",
      "t 0.401804\n",
      "u 0.00122211\n",
      "v 0.000258976\n",
      "w 0.000116766\n",
      "x 0.00829734\n",
      "y 0.00803398\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0257959\n",
      "b 0.000359596\n",
      "c 0.00283272\n",
      "d 0.00232019\n",
      "e 0.102588\n",
      "f 0.000169984\n",
      "g 0.00453012\n",
      "h 0.000405558\n",
      "i 0.000776508\n",
      "k 0.00131342\n",
      "l 0.000214744\n",
      "m 0.0940958\n",
      "n 0.304121\n",
      "o 0.0113187\n",
      "p 0.00735604\n",
      "q 0.00721483\n",
      "r 0.00834504\n",
      "s 0.0562568\n",
      "t 0.349852\n",
      "u 0.00223756\n",
      "v 0.000300475\n",
      "w 0.000113891\n",
      "x 0.0132758\n",
      "y 0.00420575\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0238638\n",
      "b 0.000168181\n",
      "c 0.000945158\n",
      "d 0.00143614\n",
      "e 0.0550338\n",
      "f 6.69535e-05\n",
      "g 0.00326738\n",
      "h 0.000204592\n",
      "i 0.000430175\n",
      "k 0.000818291\n",
      "l 0.000118894\n",
      "m 0.075641\n",
      "n 0.333982\n",
      "o 0.00594524\n",
      "p 0.00514662\n",
      "q 0.00481641\n",
      "r 0.00556122\n",
      "s 0.0481444\n",
      "t 0.417507\n",
      "u 0.00146205\n",
      "v 0.000160812\n",
      "w 6.65819e-05\n",
      "x 0.0124835\n",
      "y 0.00272946\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0233115\n",
      "b 0.000150485\n",
      "c 0.00307862\n",
      "d 0.000749619\n",
      "e 0.029032\n",
      "f 6.6798e-05\n",
      "g 0.00767352\n",
      "h 0.000474717\n",
      "i 0.000453372\n",
      "k 0.000551524\n",
      "l 0.000241284\n",
      "m 0.123189\n",
      "n 0.409603\n",
      "o 0.0160359\n",
      "p 0.015143\n",
      "q 0.0333329\n",
      "r 0.00235541\n",
      "s 0.0251446\n",
      "t 0.295986\n",
      "u 0.000697215\n",
      "v 0.00014012\n",
      "w 8.30813e-05\n",
      "x 0.0064421\n",
      "y 0.00606444\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00872518\n",
      "b 0.000148388\n",
      "c 0.0491185\n",
      "d 0.000165818\n",
      "e 0.00538835\n",
      "f 0.000131036\n",
      "g 0.0526978\n",
      "h 0.0413357\n",
      "i 0.00121322\n",
      "k 0.00208076\n",
      "l 0.00319286\n",
      "m 0.0114663\n",
      "n 0.0200799\n",
      "o 0.0492148\n",
      "p 0.343259\n",
      "q 0.342096\n",
      "r 0.00102725\n",
      "s 0.0111369\n",
      "t 0.0250782\n",
      "u 0.000405595\n",
      "v 0.000272315\n",
      "w 0.0001886\n",
      "x 0.00549411\n",
      "y 0.0260833\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0281544\n",
      "b 0.000987623\n",
      "c 0.0722316\n",
      "d 0.00193682\n",
      "e 0.0523407\n",
      "f 0.00068814\n",
      "g 0.0192207\n",
      "h 0.0520899\n",
      "i 0.00401234\n",
      "k 0.00251635\n",
      "l 0.00522919\n",
      "m 0.0328774\n",
      "n 0.0386754\n",
      "o 0.0484013\n",
      "p 0.181177\n",
      "q 0.33177\n",
      "r 0.00465425\n",
      "s 0.0478445\n",
      "t 0.043474\n",
      "u 0.00368255\n",
      "v 0.000638035\n",
      "w 0.000194708\n",
      "x 0.00886081\n",
      "y 0.0183415\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0806063\n",
      "b 0.000837954\n",
      "c 0.00726864\n",
      "d 0.00187997\n",
      "e 0.00777383\n",
      "f 0.000174016\n",
      "g 0.0207581\n",
      "h 0.0284798\n",
      "i 0.0045032\n",
      "k 0.00511585\n",
      "l 0.00382852\n",
      "m 0.0298423\n",
      "n 0.0943155\n",
      "o 0.0174734\n",
      "p 0.107397\n",
      "q 0.399853\n",
      "r 0.00502007\n",
      "s 0.0532919\n",
      "t 0.103433\n",
      "u 0.00568624\n",
      "v 0.000236321\n",
      "w 9.83127e-05\n",
      "x 0.0170758\n",
      "y 0.005051\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0391207\n",
      "b 0.0013775\n",
      "c 0.0452222\n",
      "d 0.000840133\n",
      "e 0.0119921\n",
      "f 0.000550699\n",
      "g 0.0293587\n",
      "h 0.0868581\n",
      "i 0.00316916\n",
      "k 0.00160872\n",
      "l 0.00234479\n",
      "m 0.013761\n",
      "n 0.0249927\n",
      "o 0.0202872\n",
      "p 0.155182\n",
      "q 0.471809\n",
      "r 0.00236654\n",
      "s 0.0341187\n",
      "t 0.0327106\n",
      "u 0.00204338\n",
      "v 0.000166746\n",
      "w 9.21307e-05\n",
      "x 0.0109169\n",
      "y 0.00911025\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0173266\n",
      "b 0.000464067\n",
      "c 0.0299911\n",
      "d 0.000532957\n",
      "e 0.00737341\n",
      "f 9.11062e-05\n",
      "g 0.038365\n",
      "h 0.0172856\n",
      "i 0.00116835\n",
      "k 0.00484989\n",
      "l 0.00150621\n",
      "m 0.0264334\n",
      "n 0.0756833\n",
      "o 0.051921\n",
      "p 0.195093\n",
      "q 0.408285\n",
      "r 0.00814352\n",
      "s 0.0263046\n",
      "t 0.0656528\n",
      "u 0.00375042\n",
      "v 0.000588771\n",
      "w 0.000215794\n",
      "x 0.0128045\n",
      "y 0.00616887\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0529789\n",
      "b 0.000838591\n",
      "c 0.0256144\n",
      "d 0.00104523\n",
      "e 0.0370665\n",
      "f 0.000267572\n",
      "g 0.00858014\n",
      "h 0.00400963\n",
      "i 0.00277682\n",
      "k 0.00163572\n",
      "l 0.00175749\n",
      "m 0.117284\n",
      "n 0.183143\n",
      "o 0.048918\n",
      "p 0.0622174\n",
      "q 0.203904\n",
      "r 0.00408736\n",
      "s 0.0586453\n",
      "t 0.153004\n",
      "u 0.00317858\n",
      "v 0.000518917\n",
      "w 0.000247003\n",
      "x 0.00797783\n",
      "y 0.0203025\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0428608\n",
      "b 0.00192725\n",
      "c 0.157358\n",
      "d 0.00133386\n",
      "e 0.0292894\n",
      "f 0.000804156\n",
      "g 0.0309104\n",
      "h 0.0417187\n",
      "i 0.0056234\n",
      "k 0.00259307\n",
      "l 0.00254218\n",
      "m 0.0283564\n",
      "n 0.0353867\n",
      "o 0.138425\n",
      "p 0.0977981\n",
      "q 0.25912\n",
      "r 0.00297993\n",
      "s 0.0479788\n",
      "t 0.0453754\n",
      "u 0.00245429\n",
      "v 0.000459971\n",
      "w 0.000257841\n",
      "x 0.0098915\n",
      "y 0.014555\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.012261\n",
      "b 0.00100638\n",
      "c 0.151605\n",
      "d 0.00101941\n",
      "e 0.0159474\n",
      "f 0.000335871\n",
      "g 0.0176723\n",
      "h 0.0328631\n",
      "i 0.00352573\n",
      "k 0.00225258\n",
      "l 0.00150787\n",
      "m 0.0147658\n",
      "n 0.015239\n",
      "o 0.198341\n",
      "p 0.169832\n",
      "q 0.273018\n",
      "r 0.00382325\n",
      "s 0.0428543\n",
      "t 0.0186807\n",
      "u 0.00400295\n",
      "v 0.00110745\n",
      "w 0.00046712\n",
      "x 0.00895336\n",
      "y 0.00891777\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0338443\n",
      "b 0.00254377\n",
      "c 0.0585306\n",
      "d 0.00111483\n",
      "e 0.0141821\n",
      "f 0.000303774\n",
      "g 0.0187913\n",
      "h 0.0281766\n",
      "i 0.00334471\n",
      "k 0.00153863\n",
      "l 0.000401688\n",
      "m 0.0250612\n",
      "n 0.0364915\n",
      "o 0.121157\n",
      "p 0.114768\n",
      "q 0.393432\n",
      "r 0.00467827\n",
      "s 0.0769008\n",
      "t 0.0402575\n",
      "u 0.00579701\n",
      "v 0.000413987\n",
      "w 0.000238507\n",
      "x 0.0145982\n",
      "y 0.00343283\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0352749\n",
      "b 0.00207669\n",
      "c 0.0816734\n",
      "d 0.00140999\n",
      "e 0.0170552\n",
      "f 0.000461992\n",
      "g 0.0249477\n",
      "h 0.0663956\n",
      "i 0.00529714\n",
      "k 0.00255992\n",
      "l 0.0012798\n",
      "m 0.0185673\n",
      "n 0.0261095\n",
      "o 0.111095\n",
      "p 0.148669\n",
      "q 0.306804\n",
      "r 0.00483352\n",
      "s 0.0767928\n",
      "t 0.0352828\n",
      "u 0.0060581\n",
      "v 0.000585711\n",
      "w 0.00028374\n",
      "x 0.0198133\n",
      "y 0.00667255\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0240814\n",
      "b 0.00290455\n",
      "c 0.062296\n",
      "d 0.00161376\n",
      "e 0.0216692\n",
      "f 0.000416084\n",
      "g 0.0170922\n",
      "h 0.0392824\n",
      "i 0.00384323\n",
      "k 0.00224253\n",
      "l 0.000459418\n",
      "m 0.0256554\n",
      "n 0.0339545\n",
      "o 0.140663\n",
      "p 0.144618\n",
      "q 0.311111\n",
      "r 0.00756791\n",
      "s 0.0913998\n",
      "t 0.0342587\n",
      "u 0.00916567\n",
      "v 0.000601102\n",
      "w 0.000259544\n",
      "x 0.022192\n",
      "y 0.00265209\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0346972\n",
      "b 0.00433092\n",
      "c 0.0835805\n",
      "d 0.00219512\n",
      "e 0.0245318\n",
      "f 0.00082467\n",
      "g 0.0199057\n",
      "h 0.0521416\n",
      "i 0.00614962\n",
      "k 0.00296162\n",
      "l 0.000996363\n",
      "m 0.0264482\n",
      "n 0.0352228\n",
      "o 0.12234\n",
      "p 0.131667\n",
      "q 0.261032\n",
      "r 0.00838107\n",
      "s 0.100648\n",
      "t 0.038111\n",
      "u 0.0113486\n",
      "v 0.000723419\n",
      "w 0.000318508\n",
      "x 0.0272649\n",
      "y 0.00417953\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0163965\n",
      "b 0.00229432\n",
      "c 0.0790754\n",
      "d 0.00179249\n",
      "e 0.0154688\n",
      "f 0.000437241\n",
      "g 0.0227898\n",
      "h 0.0479751\n",
      "i 0.00407061\n",
      "k 0.00326057\n",
      "l 0.00074894\n",
      "m 0.0168994\n",
      "n 0.0249793\n",
      "o 0.110601\n",
      "p 0.184338\n",
      "q 0.334371\n",
      "r 0.0103286\n",
      "s 0.0615041\n",
      "t 0.023607\n",
      "u 0.00917338\n",
      "v 0.000655894\n",
      "w 0.000241977\n",
      "x 0.0263152\n",
      "y 0.00267593\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0106874\n",
      "b 0.00313011\n",
      "c 0.0705187\n",
      "d 0.00310334\n",
      "e 0.0232467\n",
      "f 0.000689845\n",
      "g 0.0145288\n",
      "h 0.0149787\n",
      "i 0.00507157\n",
      "k 0.00464042\n",
      "l 0.000778786\n",
      "m 0.0343929\n",
      "n 0.0429505\n",
      "o 0.10328\n",
      "p 0.199205\n",
      "q 0.338489\n",
      "r 0.0180925\n",
      "s 0.0412788\n",
      "t 0.0269181\n",
      "u 0.0154669\n",
      "v 0.00204283\n",
      "w 0.00075887\n",
      "x 0.0216683\n",
      "y 0.00408083\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00305836\n",
      "b 0.00171072\n",
      "c 0.0708875\n",
      "d 0.00185818\n",
      "e 0.00648029\n",
      "f 0.000181891\n",
      "g 0.0081169\n",
      "h 0.00254078\n",
      "i 0.000754322\n",
      "k 0.00215403\n",
      "l 0.00068941\n",
      "m 0.0438116\n",
      "n 0.075679\n",
      "o 0.0483765\n",
      "p 0.120899\n",
      "q 0.514062\n",
      "r 0.0319545\n",
      "s 0.0109662\n",
      "t 0.0125693\n",
      "u 0.0261044\n",
      "v 0.00284288\n",
      "w 0.000511256\n",
      "x 0.0126051\n",
      "y 0.00118633\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00125887\n",
      "b 0.00175527\n",
      "c 0.175\n",
      "d 0.00238\n",
      "e 0.00519431\n",
      "f 0.000379247\n",
      "g 0.0295968\n",
      "h 0.0149388\n",
      "i 0.000672652\n",
      "k 0.00297481\n",
      "l 0.00050951\n",
      "m 0.0159761\n",
      "n 0.032141\n",
      "o 0.0320231\n",
      "p 0.122776\n",
      "q 0.402427\n",
      "r 0.0733867\n",
      "s 0.00710062\n",
      "t 0.00456805\n",
      "u 0.0268512\n",
      "v 0.00206\n",
      "w 0.000272778\n",
      "x 0.0451047\n",
      "y 0.0006526\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00073939\n",
      "b 0.000715082\n",
      "c 0.0580272\n",
      "d 0.00156057\n",
      "e 0.0772475\n",
      "f 0.000998431\n",
      "g 0.0096854\n",
      "h 0.00499809\n",
      "i 0.00554306\n",
      "k 0.000766174\n",
      "l 7.38266e-05\n",
      "m 0.165279\n",
      "n 0.0920614\n",
      "o 0.445413\n",
      "p 0.0177294\n",
      "q 0.012108\n",
      "r 0.00714277\n",
      "s 0.0626611\n",
      "t 0.00800466\n",
      "u 0.00142394\n",
      "v 0.00024818\n",
      "w 9.53526e-05\n",
      "x 0.0270094\n",
      "y 0.000469228\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 9.69001e-05\n",
      "b 0.000113147\n",
      "c 0.495767\n",
      "d 0.000418515\n",
      "e 0.00137541\n",
      "f 0.00023356\n",
      "g 0.0100032\n",
      "h 0.00129993\n",
      "i 0.00200501\n",
      "k 0.00259274\n",
      "l 0.00049757\n",
      "m 0.00179561\n",
      "n 0.00181498\n",
      "o 0.413328\n",
      "p 0.0337417\n",
      "q 0.00468538\n",
      "r 0.00304197\n",
      "s 0.00453431\n",
      "t 0.000748749\n",
      "u 0.000693798\n",
      "v 0.00286275\n",
      "w 0.00127807\n",
      "x 0.015044\n",
      "y 0.00202734\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.97977e-05\n",
      "b 8.37936e-05\n",
      "c 0.891281\n",
      "d 0.000695958\n",
      "e 0.000631841\n",
      "f 0.000157131\n",
      "g 0.00264484\n",
      "h 0.00079859\n",
      "i 0.000177741\n",
      "k 0.000596613\n",
      "l 0.000468256\n",
      "m 0.000243576\n",
      "n 0.000256398\n",
      "o 0.0880847\n",
      "p 0.00370454\n",
      "q 0.00131326\n",
      "r 0.00261365\n",
      "s 0.000377644\n",
      "t 7.07713e-05\n",
      "u 0.00077956\n",
      "v 0.00156455\n",
      "w 0.000176116\n",
      "x 0.00312434\n",
      "y 0.000135743\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.24171e-05\n",
      "b 0.00044012\n",
      "c 0.846194\n",
      "d 0.00226689\n",
      "e 0.00428863\n",
      "f 0.00134148\n",
      "g 0.00336018\n",
      "h 0.00141245\n",
      "i 0.000692464\n",
      "k 0.000890688\n",
      "l 0.00041928\n",
      "m 0.00119124\n",
      "n 0.000710064\n",
      "o 0.112987\n",
      "p 0.00498988\n",
      "q 0.00191341\n",
      "r 0.00593989\n",
      "s 0.000887789\n",
      "t 0.000139043\n",
      "u 0.00175682\n",
      "v 0.00304712\n",
      "w 0.000498029\n",
      "x 0.00427354\n",
      "y 0.000328511\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000336201\n",
      "b 0.0018023\n",
      "c 0.515926\n",
      "d 0.00671771\n",
      "e 0.00682632\n",
      "f 0.00479262\n",
      "g 0.0346722\n",
      "h 0.0395371\n",
      "i 0.00402518\n",
      "k 0.0660142\n",
      "l 0.0250071\n",
      "m 0.00241652\n",
      "n 0.00368731\n",
      "o 0.0694417\n",
      "p 0.0478337\n",
      "q 0.00605477\n",
      "r 0.0670877\n",
      "s 0.0041675\n",
      "t 0.00128929\n",
      "u 0.0284078\n",
      "v 0.024307\n",
      "w 0.00249926\n",
      "x 0.0355223\n",
      "y 0.00162819\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 3.28414e-05\n",
      "b 0.000186539\n",
      "c 0.914799\n",
      "d 0.000958566\n",
      "e 0.000618274\n",
      "f 0.00246941\n",
      "g 0.0047349\n",
      "h 0.0159919\n",
      "i 0.000630013\n",
      "k 0.00202162\n",
      "l 0.0250982\n",
      "m 0.000134151\n",
      "n 0.000138285\n",
      "o 0.0136506\n",
      "p 0.00712045\n",
      "q 0.0012412\n",
      "r 0.00212505\n",
      "s 0.000189652\n",
      "t 4.99391e-05\n",
      "u 0.0012505\n",
      "v 0.00291163\n",
      "w 0.000312196\n",
      "x 0.00239436\n",
      "y 0.000940889\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.34539e-05\n",
      "b 0.000319258\n",
      "c 0.939356\n",
      "d 0.00137099\n",
      "e 0.000827574\n",
      "f 0.00178467\n",
      "g 0.00255627\n",
      "h 0.0071757\n",
      "i 0.00026404\n",
      "k 0.00126784\n",
      "l 0.0106476\n",
      "m 0.000162706\n",
      "n 0.000137587\n",
      "o 0.0124337\n",
      "p 0.00613339\n",
      "q 0.00218348\n",
      "r 0.00336324\n",
      "s 0.000139795\n",
      "t 3.82288e-05\n",
      "u 0.00248546\n",
      "v 0.00519249\n",
      "w 0.000450716\n",
      "x 0.00117483\n",
      "y 0.000511177\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.30981e-05\n",
      "b 0.000272574\n",
      "c 0.948561\n",
      "d 0.000963454\n",
      "e 0.000787287\n",
      "f 0.00153888\n",
      "g 0.00256796\n",
      "h 0.00932855\n",
      "i 0.000169738\n",
      "k 0.000705699\n",
      "l 0.00764811\n",
      "m 0.000137968\n",
      "n 0.000127108\n",
      "o 0.0105688\n",
      "p 0.00481311\n",
      "q 0.00167497\n",
      "r 0.00243012\n",
      "s 0.000139634\n",
      "t 3.76109e-05\n",
      "u 0.00189977\n",
      "v 0.00357199\n",
      "w 0.000310811\n",
      "x 0.0012814\n",
      "y 0.000439785\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.91664e-05\n",
      "b 0.000337403\n",
      "c 0.903692\n",
      "d 0.00118226\n",
      "e 0.00116952\n",
      "f 0.00132867\n",
      "g 0.00828477\n",
      "h 0.0109279\n",
      "i 0.000293446\n",
      "k 0.00256978\n",
      "l 0.0135903\n",
      "m 0.000382701\n",
      "n 0.000422963\n",
      "o 0.0222471\n",
      "p 0.00868524\n",
      "q 0.00230509\n",
      "r 0.00478883\n",
      "s 0.000294123\n",
      "t 0.000115507\n",
      "u 0.00341705\n",
      "v 0.0096894\n",
      "w 0.000913074\n",
      "x 0.00235566\n",
      "y 0.000958157\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.54054e-05\n",
      "b 0.000148677\n",
      "c 0.956737\n",
      "d 0.00117997\n",
      "e 0.000607819\n",
      "f 0.00083277\n",
      "g 0.00305766\n",
      "h 0.00559209\n",
      "i 0.000156238\n",
      "k 0.000619784\n",
      "l 0.00656283\n",
      "m 8.55243e-05\n",
      "n 9.5786e-05\n",
      "o 0.0104104\n",
      "p 0.00314164\n",
      "q 0.000992134\n",
      "r 0.00206687\n",
      "s 0.000146643\n",
      "t 4.1377e-05\n",
      "u 0.00145602\n",
      "v 0.00359829\n",
      "w 0.000314969\n",
      "x 0.00159059\n",
      "y 0.000539325\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000175958\n",
      "b 0.00116238\n",
      "c 0.716492\n",
      "d 0.00798946\n",
      "e 0.00900759\n",
      "f 0.00485385\n",
      "g 0.0121399\n",
      "h 0.0156577\n",
      "i 0.00279929\n",
      "k 0.00792694\n",
      "l 0.00785018\n",
      "m 0.00249405\n",
      "n 0.00264764\n",
      "o 0.0635879\n",
      "p 0.026952\n",
      "q 0.00452087\n",
      "r 0.0346905\n",
      "s 0.00398024\n",
      "t 0.00079457\n",
      "u 0.0165604\n",
      "v 0.0213106\n",
      "w 0.00245293\n",
      "x 0.032019\n",
      "y 0.00193439\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.2608e-05\n",
      "b 0.000238162\n",
      "c 0.852343\n",
      "d 0.0044157\n",
      "e 0.00252629\n",
      "f 0.00263487\n",
      "g 0.00565996\n",
      "h 0.00589041\n",
      "i 0.00150078\n",
      "k 0.00392368\n",
      "l 0.0147276\n",
      "m 0.000598816\n",
      "n 0.00070237\n",
      "o 0.0330701\n",
      "p 0.0135573\n",
      "q 0.00122362\n",
      "r 0.0118945\n",
      "s 0.000987212\n",
      "t 0.000235167\n",
      "u 0.00514692\n",
      "v 0.0153867\n",
      "w 0.00148394\n",
      "x 0.0198206\n",
      "y 0.00198004\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 9.47033e-05\n",
      "b 0.000127059\n",
      "c 0.876152\n",
      "d 0.000930131\n",
      "e 0.00161309\n",
      "f 0.000865529\n",
      "g 0.0193163\n",
      "h 0.0147272\n",
      "i 0.000535304\n",
      "k 0.00170198\n",
      "l 0.010273\n",
      "m 0.000581091\n",
      "n 0.000851153\n",
      "o 0.0387667\n",
      "p 0.0113045\n",
      "q 0.0016561\n",
      "r 0.00299438\n",
      "s 0.000882804\n",
      "t 0.000304647\n",
      "u 0.00115893\n",
      "v 0.0031856\n",
      "w 0.00043208\n",
      "x 0.00955628\n",
      "y 0.00198993\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 9.47684e-06\n",
      "b 8.26427e-05\n",
      "c 0.935306\n",
      "d 0.000691057\n",
      "e 0.000370479\n",
      "f 0.000546254\n",
      "g 0.00303168\n",
      "h 0.00365521\n",
      "i 0.000257951\n",
      "k 0.00174566\n",
      "l 0.00612616\n",
      "m 8.55763e-05\n",
      "n 8.49095e-05\n",
      "o 0.0263836\n",
      "p 0.00440356\n",
      "q 0.00056899\n",
      "r 0.003138\n",
      "s 0.000162217\n",
      "t 2.93065e-05\n",
      "u 0.0014934\n",
      "v 0.00827173\n",
      "w 0.000846928\n",
      "x 0.00220169\n",
      "y 0.000507255\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000125503\n",
      "b 0.000865378\n",
      "c 0.858067\n",
      "d 0.00135952\n",
      "e 0.000837055\n",
      "f 0.00166232\n",
      "g 0.00876683\n",
      "h 0.0172314\n",
      "i 0.000513054\n",
      "k 0.00503296\n",
      "l 0.0227602\n",
      "m 0.00046886\n",
      "n 0.000617461\n",
      "o 0.0166031\n",
      "p 0.0184273\n",
      "q 0.0100793\n",
      "r 0.00932099\n",
      "s 0.000477904\n",
      "t 0.000192239\n",
      "u 0.00909079\n",
      "v 0.0116082\n",
      "w 0.00114977\n",
      "x 0.00353549\n",
      "y 0.00120722\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000496971\n",
      "b 0.00103588\n",
      "c 0.441092\n",
      "d 0.0238759\n",
      "e 0.00289458\n",
      "f 0.00965726\n",
      "g 0.0117203\n",
      "h 0.0249085\n",
      "i 0.00435182\n",
      "k 0.0355471\n",
      "l 0.322916\n",
      "m 0.000428355\n",
      "n 0.000831486\n",
      "o 0.00839426\n",
      "p 0.0157987\n",
      "q 0.00395361\n",
      "r 0.0290906\n",
      "s 0.00085678\n",
      "t 0.000670227\n",
      "u 0.0204881\n",
      "v 0.0171894\n",
      "w 0.00134296\n",
      "x 0.0179295\n",
      "y 0.00452946\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.12801e-05\n",
      "b 0.00133603\n",
      "c 0.872941\n",
      "d 0.00467341\n",
      "e 0.00148268\n",
      "f 0.00553896\n",
      "g 0.00352889\n",
      "h 0.00748329\n",
      "i 0.000503414\n",
      "k 0.00499642\n",
      "l 0.0164375\n",
      "m 0.000220242\n",
      "n 0.000241549\n",
      "o 0.0139612\n",
      "p 0.013867\n",
      "q 0.00370257\n",
      "r 0.0146331\n",
      "s 0.000268677\n",
      "t 0.00010855\n",
      "u 0.0115549\n",
      "v 0.0168288\n",
      "w 0.00146842\n",
      "x 0.00346035\n",
      "y 0.000711325\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.94883e-05\n",
      "b 0.00148383\n",
      "c 0.795365\n",
      "d 0.00454707\n",
      "e 0.00096005\n",
      "f 0.0109716\n",
      "g 0.0027213\n",
      "h 0.00914898\n",
      "i 0.000543935\n",
      "k 0.00608283\n",
      "l 0.0942126\n",
      "m 0.000170828\n",
      "n 0.000188271\n",
      "o 0.00598744\n",
      "p 0.0114466\n",
      "q 0.00268733\n",
      "r 0.00939913\n",
      "s 0.000139282\n",
      "t 8.2465e-05\n",
      "u 0.0124571\n",
      "v 0.0256504\n",
      "w 0.00219376\n",
      "x 0.00201424\n",
      "y 0.0014863\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000151828\n",
      "b 0.00176275\n",
      "c 0.78747\n",
      "d 0.00660795\n",
      "e 0.00256585\n",
      "f 0.0110064\n",
      "g 0.00455652\n",
      "h 0.00940779\n",
      "i 0.00155286\n",
      "k 0.00832862\n",
      "l 0.0510524\n",
      "m 0.000647288\n",
      "n 0.000790627\n",
      "o 0.0161562\n",
      "p 0.0289968\n",
      "q 0.00540505\n",
      "r 0.0154515\n",
      "s 0.00075902\n",
      "t 0.000349576\n",
      "u 0.0137416\n",
      "v 0.0194489\n",
      "w 0.00228491\n",
      "x 0.00916698\n",
      "y 0.00233916\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 8.15934e-05\n",
      "b 0.000978075\n",
      "c 0.759137\n",
      "d 0.00479505\n",
      "e 0.00145435\n",
      "f 0.00957\n",
      "g 0.004072\n",
      "h 0.00939823\n",
      "i 0.00169797\n",
      "k 0.0096503\n",
      "l 0.0838102\n",
      "m 0.000418162\n",
      "n 0.000476615\n",
      "o 0.0116343\n",
      "p 0.0227849\n",
      "q 0.00317189\n",
      "r 0.0137995\n",
      "s 0.00047211\n",
      "t 0.000190675\n",
      "u 0.0132912\n",
      "v 0.0349926\n",
      "w 0.0037193\n",
      "x 0.00698209\n",
      "y 0.00342207\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.16895e-05\n",
      "b 0.000410884\n",
      "c 0.924188\n",
      "d 0.00227677\n",
      "e 0.000325129\n",
      "f 0.00327712\n",
      "g 0.00129037\n",
      "h 0.00284625\n",
      "i 0.000218706\n",
      "k 0.00232372\n",
      "l 0.0190086\n",
      "m 4.27244e-05\n",
      "n 4.99e-05\n",
      "o 0.0065704\n",
      "p 0.00479904\n",
      "q 0.000657214\n",
      "r 0.00605709\n",
      "s 6.42405e-05\n",
      "t 2.19083e-05\n",
      "u 0.00568931\n",
      "v 0.0165677\n",
      "w 0.00111337\n",
      "x 0.00181391\n",
      "y 0.000375858\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.3737e-05\n",
      "b 0.000306829\n",
      "c 0.961604\n",
      "d 0.000699206\n",
      "e 0.000228254\n",
      "f 0.00104105\n",
      "g 0.00153602\n",
      "h 0.00505675\n",
      "i 8.51793e-05\n",
      "k 0.000636748\n",
      "l 0.00599922\n",
      "m 4.23159e-05\n",
      "n 4.52148e-05\n",
      "o 0.00653065\n",
      "p 0.00499685\n",
      "q 0.00202587\n",
      "r 0.00223248\n",
      "s 5.62904e-05\n",
      "t 1.65711e-05\n",
      "u 0.00215683\n",
      "v 0.00338012\n",
      "w 0.000278182\n",
      "x 0.000839056\n",
      "y 0.000192085\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.41136e-05\n",
      "b 0.000156399\n",
      "c 0.934919\n",
      "d 0.000769593\n",
      "e 0.00037254\n",
      "f 0.0012018\n",
      "g 0.00239622\n",
      "h 0.00564533\n",
      "i 0.000132346\n",
      "k 0.000883964\n",
      "l 0.0276842\n",
      "m 8.88306e-05\n",
      "n 0.000102088\n",
      "o 0.00787233\n",
      "p 0.00586874\n",
      "q 0.00136045\n",
      "r 0.00139099\n",
      "s 7.74058e-05\n",
      "t 3.87899e-05\n",
      "u 0.00145102\n",
      "v 0.00538049\n",
      "w 0.000471059\n",
      "x 0.00090065\n",
      "y 0.000812106\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.33126e-05\n",
      "b 0.000115958\n",
      "c 0.934717\n",
      "d 0.000687255\n",
      "e 0.000320308\n",
      "f 0.00113194\n",
      "g 0.0031256\n",
      "h 0.00887203\n",
      "i 0.000224025\n",
      "k 0.00118131\n",
      "l 0.0263824\n",
      "m 6.32627e-05\n",
      "n 7.51573e-05\n",
      "o 0.00895405\n",
      "p 0.00414323\n",
      "q 0.000857573\n",
      "r 0.00144677\n",
      "s 9.62745e-05\n",
      "t 3.33188e-05\n",
      "u 0.0011685\n",
      "v 0.00396386\n",
      "w 0.000366328\n",
      "x 0.00125726\n",
      "y 0.000793271\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.31917e-05\n",
      "b 0.000137256\n",
      "c 0.967467\n",
      "d 0.000535386\n",
      "e 0.000361054\n",
      "f 0.000771554\n",
      "g 0.0016778\n",
      "h 0.0033944\n",
      "i 0.000113536\n",
      "k 0.000381774\n",
      "l 0.0043477\n",
      "m 7.65097e-05\n",
      "n 7.0902e-05\n",
      "o 0.0103716\n",
      "p 0.00327862\n",
      "q 0.00113192\n",
      "r 0.00124985\n",
      "s 8.16988e-05\n",
      "t 2.17706e-05\n",
      "u 0.000877996\n",
      "v 0.00229434\n",
      "w 0.000219063\n",
      "x 0.00081905\n",
      "y 0.000306039\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000132997\n",
      "b 0.000357918\n",
      "c 0.842638\n",
      "d 0.00154645\n",
      "e 0.00173694\n",
      "f 0.00246417\n",
      "g 0.00739381\n",
      "h 0.0258853\n",
      "i 0.00115768\n",
      "k 0.00355432\n",
      "l 0.0497535\n",
      "m 0.000747482\n",
      "n 0.000808714\n",
      "o 0.0172653\n",
      "p 0.01203\n",
      "q 0.00366644\n",
      "r 0.0056203\n",
      "s 0.000791646\n",
      "t 0.000231298\n",
      "u 0.00449275\n",
      "v 0.00874142\n",
      "w 0.000879376\n",
      "x 0.00498082\n",
      "y 0.00312271\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000252955\n",
      "b 0.000185519\n",
      "c 0.810463\n",
      "d 0.00161643\n",
      "e 0.0081372\n",
      "f 0.00143723\n",
      "g 0.00543344\n",
      "h 0.00460385\n",
      "i 0.00484856\n",
      "k 0.000820834\n",
      "l 0.00462927\n",
      "m 0.00493051\n",
      "n 0.00302849\n",
      "o 0.107685\n",
      "p 0.0118672\n",
      "q 0.005537\n",
      "r 0.00218618\n",
      "s 0.00454915\n",
      "t 0.000719535\n",
      "u 0.00087314\n",
      "v 0.00190166\n",
      "w 0.00040633\n",
      "x 0.00750707\n",
      "y 0.0063805\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000405117\n",
      "b 0.000310618\n",
      "c 0.439413\n",
      "d 0.00284145\n",
      "e 0.0238193\n",
      "f 0.000874332\n",
      "g 0.00886032\n",
      "h 0.00292811\n",
      "i 0.00505755\n",
      "k 0.00110061\n",
      "l 0.000732809\n",
      "m 0.0246614\n",
      "n 0.0175092\n",
      "o 0.386606\n",
      "p 0.0165827\n",
      "q 0.00845266\n",
      "r 0.00738744\n",
      "s 0.0205522\n",
      "t 0.00280174\n",
      "u 0.00167412\n",
      "v 0.00141771\n",
      "w 0.00035135\n",
      "x 0.0236291\n",
      "y 0.00203141\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000363041\n",
      "b 0.000796704\n",
      "c 0.611612\n",
      "d 0.00368969\n",
      "e 0.0142575\n",
      "f 0.00115875\n",
      "g 0.00586603\n",
      "h 0.00277986\n",
      "i 0.00400036\n",
      "k 0.00123511\n",
      "l 0.000488201\n",
      "m 0.013533\n",
      "n 0.0108347\n",
      "o 0.214807\n",
      "p 0.0205141\n",
      "q 0.0162047\n",
      "r 0.018063\n",
      "s 0.0165747\n",
      "t 0.00182942\n",
      "u 0.00535432\n",
      "v 0.00218643\n",
      "w 0.000385589\n",
      "x 0.0324908\n",
      "y 0.000974886\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.000143036\n",
      "b 0.000802349\n",
      "c 0.766515\n",
      "d 0.00437479\n",
      "e 0.00531241\n",
      "f 0.00163302\n",
      "g 0.00821291\n",
      "h 0.00376265\n",
      "i 0.00172316\n",
      "k 0.00163848\n",
      "l 0.000853643\n",
      "m 0.00259446\n",
      "n 0.00314162\n",
      "o 0.0888844\n",
      "p 0.0245705\n",
      "q 0.00883381\n",
      "r 0.0231042\n",
      "s 0.00471879\n",
      "t 0.000711983\n",
      "u 0.00588432\n",
      "v 0.00284288\n",
      "w 0.000420974\n",
      "x 0.0387918\n",
      "y 0.000528533\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000148311\n",
      "b 0.000515715\n",
      "c 0.596218\n",
      "d 0.00236041\n",
      "e 0.0057892\n",
      "f 0.000717313\n",
      "g 0.0119026\n",
      "h 0.00357106\n",
      "i 0.00148917\n",
      "k 0.00124116\n",
      "l 0.000321707\n",
      "m 0.00539953\n",
      "n 0.00616984\n",
      "o 0.25027\n",
      "p 0.0299166\n",
      "q 0.0124996\n",
      "r 0.0190348\n",
      "s 0.00962968\n",
      "t 0.00119289\n",
      "u 0.00379379\n",
      "v 0.00203977\n",
      "w 0.000411057\n",
      "x 0.034906\n",
      "y 0.000461833\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.20852e-05\n",
      "b 0.00020943\n",
      "c 0.791227\n",
      "d 0.00256546\n",
      "e 0.00253331\n",
      "f 0.000408435\n",
      "g 0.00296094\n",
      "h 0.00112773\n",
      "i 0.000726794\n",
      "k 0.000326842\n",
      "l 0.000209198\n",
      "m 0.00142716\n",
      "n 0.0012741\n",
      "o 0.146752\n",
      "p 0.0127926\n",
      "q 0.00938962\n",
      "r 0.00714506\n",
      "s 0.00241629\n",
      "t 0.000279822\n",
      "u 0.00181673\n",
      "v 0.00146903\n",
      "w 0.00024684\n",
      "x 0.0123457\n",
      "y 0.000298185\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000144338\n",
      "b 0.000276601\n",
      "c 0.654962\n",
      "d 0.00173355\n",
      "e 0.00260698\n",
      "f 0.000206987\n",
      "g 0.006932\n",
      "h 0.00399819\n",
      "i 0.000510813\n",
      "k 0.000255705\n",
      "l 0.000127285\n",
      "m 0.00220539\n",
      "n 0.00227396\n",
      "o 0.231957\n",
      "p 0.0215722\n",
      "q 0.0455436\n",
      "r 0.00594019\n",
      "s 0.00466901\n",
      "t 0.000545289\n",
      "u 0.00170252\n",
      "v 0.00051508\n",
      "w 0.000101526\n",
      "x 0.0110428\n",
      "y 0.000177529\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00012068\n",
      "b 0.000350953\n",
      "c 0.70304\n",
      "d 0.000992119\n",
      "e 0.00219631\n",
      "f 0.000208484\n",
      "g 0.00628338\n",
      "h 0.00458479\n",
      "i 0.000374694\n",
      "k 0.000270942\n",
      "l 0.000149943\n",
      "m 0.00171937\n",
      "n 0.00168913\n",
      "o 0.181066\n",
      "p 0.0315245\n",
      "q 0.0448518\n",
      "r 0.00507126\n",
      "s 0.00421931\n",
      "t 0.000410271\n",
      "u 0.00196415\n",
      "v 0.000709255\n",
      "w 0.000134811\n",
      "x 0.00788813\n",
      "y 0.00018003\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000131328\n",
      "b 0.000632212\n",
      "c 0.697769\n",
      "d 0.00183839\n",
      "e 0.00419659\n",
      "f 0.000549418\n",
      "g 0.00656908\n",
      "h 0.00362415\n",
      "i 0.000882346\n",
      "k 0.000405308\n",
      "l 0.000178588\n",
      "m 0.00382736\n",
      "n 0.00307523\n",
      "o 0.209334\n",
      "p 0.0161554\n",
      "q 0.0228346\n",
      "r 0.00823304\n",
      "s 0.0046857\n",
      "t 0.000504414\n",
      "u 0.00280091\n",
      "v 0.00106707\n",
      "w 0.000215521\n",
      "x 0.0102401\n",
      "y 0.000249823\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.54495e-05\n",
      "b 0.000175507\n",
      "c 0.843763\n",
      "d 0.000641103\n",
      "e 0.00111492\n",
      "f 0.000135877\n",
      "g 0.0030142\n",
      "h 0.00182544\n",
      "i 0.000210253\n",
      "k 0.000150385\n",
      "l 0.000112649\n",
      "m 0.000744596\n",
      "n 0.000698199\n",
      "o 0.12055\n",
      "p 0.00653198\n",
      "q 0.0101222\n",
      "r 0.00309365\n",
      "s 0.00141439\n",
      "t 0.000132572\n",
      "u 0.00103153\n",
      "v 0.000450034\n",
      "w 5.96605e-05\n",
      "x 0.00390742\n",
      "y 7.52189e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000152698\n",
      "b 0.000307198\n",
      "c 0.720483\n",
      "d 0.000639419\n",
      "e 0.0014166\n",
      "f 0.000147544\n",
      "g 0.00873471\n",
      "h 0.00521373\n",
      "i 0.000221754\n",
      "k 0.000167769\n",
      "l 0.000151116\n",
      "m 0.00154989\n",
      "n 0.00177133\n",
      "o 0.138655\n",
      "p 0.0383729\n",
      "q 0.0668852\n",
      "r 0.00294199\n",
      "s 0.00283123\n",
      "t 0.000418085\n",
      "u 0.00130948\n",
      "v 0.000438114\n",
      "w 9.33534e-05\n",
      "x 0.00691294\n",
      "y 0.000184371\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000130733\n",
      "b 0.000373645\n",
      "c 0.628041\n",
      "d 0.00121655\n",
      "e 0.00288493\n",
      "f 0.000379908\n",
      "g 0.00725556\n",
      "h 0.00314404\n",
      "i 0.000885583\n",
      "k 0.000385868\n",
      "l 0.00018305\n",
      "m 0.0039592\n",
      "n 0.00340749\n",
      "o 0.195518\n",
      "p 0.0593553\n",
      "q 0.0630723\n",
      "r 0.00662061\n",
      "s 0.00499752\n",
      "t 0.00069217\n",
      "u 0.00211165\n",
      "v 0.00140101\n",
      "w 0.000392676\n",
      "x 0.0128867\n",
      "y 0.000704502\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00010021\n",
      "b 0.000233284\n",
      "c 0.755297\n",
      "d 0.000937136\n",
      "e 0.00269113\n",
      "f 0.00025991\n",
      "g 0.00425312\n",
      "h 0.001786\n",
      "i 0.000561989\n",
      "k 0.000180408\n",
      "l 0.000157307\n",
      "m 0.00284373\n",
      "n 0.00217713\n",
      "o 0.159527\n",
      "p 0.0216188\n",
      "q 0.0315902\n",
      "r 0.0032159\n",
      "s 0.00310372\n",
      "t 0.000399526\n",
      "u 0.00107859\n",
      "v 0.000774109\n",
      "w 0.000180948\n",
      "x 0.00654553\n",
      "y 0.000486449\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000395001\n",
      "b 0.00191275\n",
      "c 0.697822\n",
      "d 0.00448256\n",
      "e 0.00751051\n",
      "f 0.00283046\n",
      "g 0.00646254\n",
      "h 0.00319578\n",
      "i 0.00377284\n",
      "k 0.00161922\n",
      "l 0.00115432\n",
      "m 0.00982591\n",
      "n 0.00933737\n",
      "o 0.0889818\n",
      "p 0.0443786\n",
      "q 0.0252825\n",
      "r 0.0245349\n",
      "s 0.00879157\n",
      "t 0.00165304\n",
      "u 0.0107944\n",
      "v 0.00487724\n",
      "w 0.000966976\n",
      "x 0.0378017\n",
      "y 0.00161628\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000457\n",
      "b 0.0015105\n",
      "c 0.632864\n",
      "d 0.0046196\n",
      "e 0.00526109\n",
      "f 0.00190732\n",
      "g 0.00744078\n",
      "h 0.00217962\n",
      "i 0.00363022\n",
      "k 0.00557838\n",
      "l 0.00362995\n",
      "m 0.0106397\n",
      "n 0.013848\n",
      "o 0.0651148\n",
      "p 0.0540495\n",
      "q 0.0310309\n",
      "r 0.0573555\n",
      "s 0.00708353\n",
      "t 0.00266723\n",
      "u 0.0251639\n",
      "v 0.0185937\n",
      "w 0.00265765\n",
      "x 0.0392008\n",
      "y 0.00351616\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.06458e-05\n",
      "b 0.000232967\n",
      "c 0.921576\n",
      "d 0.00187759\n",
      "e 0.0010486\n",
      "f 0.000410674\n",
      "g 0.00158929\n",
      "h 0.000483663\n",
      "i 0.00030373\n",
      "k 0.000628829\n",
      "l 0.000641106\n",
      "m 0.000481976\n",
      "n 0.000538614\n",
      "o 0.0362509\n",
      "p 0.00416684\n",
      "q 0.00199964\n",
      "r 0.00954407\n",
      "s 0.000582746\n",
      "t 0.00012898\n",
      "u 0.0041208\n",
      "v 0.00622837\n",
      "w 0.000528455\n",
      "x 0.00631275\n",
      "y 0.00029262\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000277464\n",
      "b 0.00132636\n",
      "c 0.61623\n",
      "d 0.00307295\n",
      "e 0.00420429\n",
      "f 0.00150066\n",
      "g 0.0154644\n",
      "h 0.00555643\n",
      "i 0.00198521\n",
      "k 0.00329082\n",
      "l 0.00144234\n",
      "m 0.00554857\n",
      "n 0.00739956\n",
      "o 0.0803977\n",
      "p 0.105049\n",
      "q 0.0388943\n",
      "r 0.0349891\n",
      "s 0.00607899\n",
      "t 0.00159192\n",
      "u 0.0130907\n",
      "v 0.00826664\n",
      "w 0.00151444\n",
      "x 0.0411761\n",
      "y 0.00165139\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000105624\n",
      "b 0.00073852\n",
      "c 0.814427\n",
      "d 0.00183197\n",
      "e 0.00194232\n",
      "f 0.000592509\n",
      "g 0.00647494\n",
      "h 0.00221853\n",
      "i 0.000430583\n",
      "k 0.00128387\n",
      "l 0.000786306\n",
      "m 0.00184391\n",
      "n 0.00233577\n",
      "o 0.0533148\n",
      "p 0.0371436\n",
      "q 0.024042\n",
      "r 0.0205367\n",
      "s 0.00165451\n",
      "t 0.000497729\n",
      "u 0.00851921\n",
      "v 0.00617176\n",
      "w 0.000779013\n",
      "x 0.0117416\n",
      "y 0.000587674\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 8.49251e-05\n",
      "b 0.00102695\n",
      "c 0.73998\n",
      "d 0.00869227\n",
      "e 0.00350638\n",
      "f 0.00281484\n",
      "g 0.0037332\n",
      "h 0.0012755\n",
      "i 0.00266639\n",
      "k 0.00456987\n",
      "l 0.00312788\n",
      "m 0.00227543\n",
      "n 0.00237515\n",
      "o 0.0524409\n",
      "p 0.00985851\n",
      "q 0.00275804\n",
      "r 0.0459505\n",
      "s 0.00222728\n",
      "t 0.000500199\n",
      "u 0.0267457\n",
      "v 0.0507679\n",
      "w 0.00528481\n",
      "x 0.0258074\n",
      "y 0.00153036\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.04874e-05\n",
      "b 0.000140182\n",
      "c 0.966313\n",
      "d 0.000348115\n",
      "e 0.000168082\n",
      "f 0.000426941\n",
      "g 0.00165169\n",
      "h 0.00659532\n",
      "i 8.48352e-05\n",
      "k 0.000157868\n",
      "l 0.00184703\n",
      "m 5.37157e-05\n",
      "n 4.22205e-05\n",
      "o 0.0082482\n",
      "p 0.00545649\n",
      "q 0.00386916\n",
      "r 0.000679936\n",
      "s 5.9897e-05\n",
      "t 1.02892e-05\n",
      "u 0.000825464\n",
      "v 0.00195275\n",
      "w 0.000247017\n",
      "x 0.000562907\n",
      "y 0.000248092\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.86014e-06\n",
      "b 0.000143939\n",
      "c 0.974146\n",
      "d 0.000307568\n",
      "e 0.000119174\n",
      "f 0.00122874\n",
      "g 0.000936182\n",
      "h 0.00439587\n",
      "i 0.000129905\n",
      "k 0.000176284\n",
      "l 0.00354064\n",
      "m 2.89365e-05\n",
      "n 1.96688e-05\n",
      "o 0.00466373\n",
      "p 0.00491255\n",
      "q 0.00213716\n",
      "r 0.000451134\n",
      "s 2.60042e-05\n",
      "t 5.35161e-06\n",
      "u 0.000395994\n",
      "v 0.00131397\n",
      "w 0.000218316\n",
      "x 0.000380965\n",
      "y 0.000315855\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.00937e-05\n",
      "b 0.000155916\n",
      "c 0.967268\n",
      "d 0.000764295\n",
      "e 0.000218085\n",
      "f 0.000943257\n",
      "g 0.00116284\n",
      "h 0.00437975\n",
      "i 0.000146925\n",
      "k 0.000283698\n",
      "l 0.00454332\n",
      "m 4.70453e-05\n",
      "n 3.8173e-05\n",
      "o 0.0050066\n",
      "p 0.00564877\n",
      "q 0.00328373\n",
      "r 0.00118825\n",
      "s 4.45481e-05\n",
      "t 1.06232e-05\n",
      "u 0.00110051\n",
      "v 0.00250827\n",
      "w 0.000245826\n",
      "x 0.00064711\n",
      "y 0.000354786\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.93159e-06\n",
      "b 0.000102203\n",
      "c 0.970557\n",
      "d 0.000424917\n",
      "e 0.000118978\n",
      "f 0.00043702\n",
      "g 0.00138601\n",
      "h 0.0037634\n",
      "i 5.41091e-05\n",
      "k 0.0002154\n",
      "l 0.00459465\n",
      "m 4.08015e-05\n",
      "n 4.16584e-05\n",
      "o 0.00565079\n",
      "p 0.00566326\n",
      "q 0.00255081\n",
      "r 0.000833568\n",
      "s 2.86651e-05\n",
      "t 9.58798e-06\n",
      "u 0.000828025\n",
      "v 0.00178419\n",
      "w 0.000154371\n",
      "x 0.000574798\n",
      "y 0.000178161\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.53465e-05\n",
      "b 0.000437464\n",
      "c 0.928036\n",
      "d 0.001105\n",
      "e 0.00021099\n",
      "f 0.00183085\n",
      "g 0.00186971\n",
      "h 0.00508642\n",
      "i 0.000312012\n",
      "k 0.00120852\n",
      "l 0.00775365\n",
      "m 8.97059e-05\n",
      "n 8.19835e-05\n",
      "o 0.00767063\n",
      "p 0.0172004\n",
      "q 0.00652266\n",
      "r 0.00402193\n",
      "s 7.80423e-05\n",
      "t 2.13974e-05\n",
      "u 0.00416512\n",
      "v 0.00895499\n",
      "w 0.00101413\n",
      "x 0.00176052\n",
      "y 0.000553023\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.60315e-05\n",
      "b 0.000476152\n",
      "c 0.810994\n",
      "d 0.000892219\n",
      "e 0.000254106\n",
      "f 0.00146502\n",
      "g 0.00469076\n",
      "h 0.022159\n",
      "i 0.00026877\n",
      "k 0.00245977\n",
      "l 0.0133634\n",
      "m 0.000111912\n",
      "n 0.000129536\n",
      "o 0.00778227\n",
      "p 0.0832144\n",
      "q 0.0254107\n",
      "r 0.00630293\n",
      "s 0.000128469\n",
      "t 3.97651e-05\n",
      "u 0.0058785\n",
      "v 0.00888949\n",
      "w 0.00105012\n",
      "x 0.00324484\n",
      "y 0.000767765\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 8.33856e-05\n",
      "b 0.00108465\n",
      "c 0.651103\n",
      "d 0.00337401\n",
      "e 0.000394886\n",
      "f 0.00261355\n",
      "g 0.00594264\n",
      "h 0.0190677\n",
      "i 0.000706831\n",
      "k 0.0133392\n",
      "l 0.0953603\n",
      "m 0.000292405\n",
      "n 0.000415487\n",
      "o 0.00806141\n",
      "p 0.047967\n",
      "q 0.0219769\n",
      "r 0.0254184\n",
      "s 0.000229944\n",
      "t 0.000120584\n",
      "u 0.0390029\n",
      "v 0.0528973\n",
      "w 0.00405416\n",
      "x 0.0047715\n",
      "y 0.00172174\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000131547\n",
      "b 0.00251081\n",
      "c 0.618874\n",
      "d 0.0035756\n",
      "e 0.00060789\n",
      "f 0.0042938\n",
      "g 0.00567409\n",
      "h 0.0255447\n",
      "i 0.000605291\n",
      "k 0.0179207\n",
      "l 0.112328\n",
      "m 0.000342383\n",
      "n 0.000479294\n",
      "o 0.00687828\n",
      "p 0.0361229\n",
      "q 0.0184862\n",
      "r 0.0346764\n",
      "s 0.000231905\n",
      "t 0.00015326\n",
      "u 0.0575045\n",
      "v 0.0451267\n",
      "w 0.00316381\n",
      "x 0.00351647\n",
      "y 0.00125149\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.000165011\n",
      "b 0.00356701\n",
      "c 0.68219\n",
      "d 0.0055933\n",
      "e 0.000903308\n",
      "f 0.00536177\n",
      "g 0.00400024\n",
      "h 0.0145969\n",
      "i 0.000797979\n",
      "k 0.0108261\n",
      "l 0.0685341\n",
      "m 0.000641227\n",
      "n 0.00075853\n",
      "o 0.00822284\n",
      "p 0.0279898\n",
      "q 0.025934\n",
      "r 0.035707\n",
      "s 0.000284018\n",
      "t 0.000177142\n",
      "u 0.0614291\n",
      "v 0.035009\n",
      "w 0.00250904\n",
      "x 0.0037046\n",
      "y 0.00109861\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 8.18824e-05\n",
      "b 0.000643408\n",
      "c 0.722832\n",
      "d 0.00165013\n",
      "e 0.0002502\n",
      "f 0.00071175\n",
      "g 0.00666033\n",
      "h 0.0272332\n",
      "i 0.000157157\n",
      "k 0.00542709\n",
      "l 0.0398587\n",
      "m 0.000149725\n",
      "n 0.000263741\n",
      "o 0.0070327\n",
      "p 0.0743105\n",
      "q 0.0504094\n",
      "r 0.0139408\n",
      "s 0.000133495\n",
      "t 9.60741e-05\n",
      "u 0.0227073\n",
      "v 0.0201682\n",
      "w 0.00133487\n",
      "x 0.0032134\n",
      "y 0.000734042\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000101899\n",
      "b 0.00162648\n",
      "c 0.556537\n",
      "d 0.00313824\n",
      "e 0.000540182\n",
      "f 0.0025233\n",
      "g 0.00783635\n",
      "h 0.0264016\n",
      "i 0.000508777\n",
      "k 0.0144651\n",
      "l 0.0461524\n",
      "m 0.000381103\n",
      "n 0.00061357\n",
      "o 0.00734804\n",
      "p 0.119632\n",
      "q 0.0400446\n",
      "r 0.0409713\n",
      "s 0.000303083\n",
      "t 0.000181443\n",
      "u 0.0607343\n",
      "v 0.0556774\n",
      "w 0.00417077\n",
      "x 0.00869549\n",
      "y 0.00141518\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.7873e-05\n",
      "b 0.00164851\n",
      "c 0.686051\n",
      "d 0.00403512\n",
      "e 0.000494803\n",
      "f 0.00170059\n",
      "g 0.00644821\n",
      "h 0.020433\n",
      "i 0.000246632\n",
      "k 0.00726075\n",
      "l 0.0149551\n",
      "m 0.000270003\n",
      "n 0.000446829\n",
      "o 0.00585457\n",
      "p 0.0441596\n",
      "q 0.0282029\n",
      "r 0.0618543\n",
      "s 0.000202084\n",
      "t 9.79567e-05\n",
      "u 0.0711211\n",
      "v 0.03441\n",
      "w 0.00170229\n",
      "x 0.0079542\n",
      "y 0.000392565\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.19968e-05\n",
      "b 0.00154009\n",
      "c 0.759911\n",
      "d 0.00355604\n",
      "e 0.000580889\n",
      "f 0.00249338\n",
      "g 0.00517117\n",
      "h 0.0147622\n",
      "i 0.000350516\n",
      "k 0.00787401\n",
      "l 0.019708\n",
      "m 0.000326941\n",
      "n 0.000469201\n",
      "o 0.00757289\n",
      "p 0.0293514\n",
      "q 0.0142998\n",
      "r 0.0460617\n",
      "s 0.000192982\n",
      "t 9.66406e-05\n",
      "u 0.046489\n",
      "v 0.0304421\n",
      "w 0.00167699\n",
      "x 0.00654782\n",
      "y 0.000473485\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.75717e-05\n",
      "b 0.000820403\n",
      "c 0.7417\n",
      "d 0.0020717\n",
      "e 0.000316187\n",
      "f 0.00104278\n",
      "g 0.00642867\n",
      "h 0.0144319\n",
      "i 0.00024342\n",
      "k 0.00652268\n",
      "l 0.0138451\n",
      "m 0.000227984\n",
      "n 0.00035618\n",
      "o 0.00772118\n",
      "p 0.0638008\n",
      "q 0.0288764\n",
      "r 0.0339545\n",
      "s 0.000172667\n",
      "t 7.76294e-05\n",
      "u 0.0350277\n",
      "v 0.0332223\n",
      "w 0.00205575\n",
      "x 0.00648645\n",
      "y 0.00055971\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.98479e-05\n",
      "b 0.00214813\n",
      "c 0.771388\n",
      "d 0.00263553\n",
      "e 0.000654796\n",
      "f 0.00254279\n",
      "g 0.00489884\n",
      "h 0.0147621\n",
      "i 0.000291882\n",
      "k 0.00454349\n",
      "l 0.0107599\n",
      "m 0.00042331\n",
      "n 0.000582198\n",
      "o 0.00869991\n",
      "p 0.0545519\n",
      "q 0.0284613\n",
      "r 0.0294124\n",
      "s 0.000251295\n",
      "t 0.000120205\n",
      "u 0.0347231\n",
      "v 0.0192765\n",
      "w 0.0014459\n",
      "x 0.0069032\n",
      "y 0.000453066\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.66774e-06\n",
      "b 0.000172966\n",
      "c 0.953738\n",
      "d 0.000399159\n",
      "e 0.000115328\n",
      "f 0.00034368\n",
      "g 0.000901382\n",
      "h 0.00194455\n",
      "i 0.000106081\n",
      "k 0.000470861\n",
      "l 0.00254014\n",
      "m 7.63941e-05\n",
      "n 6.46483e-05\n",
      "o 0.0071585\n",
      "p 0.0103858\n",
      "q 0.00887767\n",
      "r 0.00245183\n",
      "s 4.79507e-05\n",
      "t 1.11668e-05\n",
      "u 0.00270227\n",
      "v 0.00595168\n",
      "w 0.000482806\n",
      "x 0.000787989\n",
      "y 0.000261172\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000154076\n",
      "b 0.00186942\n",
      "c 0.561249\n",
      "d 0.00178252\n",
      "e 0.00208234\n",
      "f 0.00143311\n",
      "g 0.0296005\n",
      "h 0.0389227\n",
      "i 0.000454274\n",
      "k 0.00290226\n",
      "l 0.00354361\n",
      "m 0.00213999\n",
      "n 0.00234314\n",
      "o 0.0177074\n",
      "p 0.146383\n",
      "q 0.139303\n",
      "r 0.0183258\n",
      "s 0.000823017\n",
      "t 0.000326449\n",
      "u 0.0122308\n",
      "v 0.00793471\n",
      "w 0.00131703\n",
      "x 0.00603158\n",
      "y 0.00114038\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000571125\n",
      "b 0.00632857\n",
      "c 0.161025\n",
      "d 0.00454369\n",
      "e 0.00282354\n",
      "f 0.00141182\n",
      "g 0.0405181\n",
      "h 0.0283855\n",
      "i 0.000934053\n",
      "k 0.0225265\n",
      "l 0.00192764\n",
      "m 0.00402668\n",
      "n 0.00673384\n",
      "o 0.0202953\n",
      "p 0.168168\n",
      "q 0.303303\n",
      "r 0.122794\n",
      "s 0.00172037\n",
      "t 0.00151361\n",
      "u 0.0706978\n",
      "v 0.0136436\n",
      "w 0.00231145\n",
      "x 0.0131256\n",
      "y 0.000669576\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00274003\n",
      "b 0.000144824\n",
      "c 0.0127007\n",
      "d 0.000531768\n",
      "e 0.00634414\n",
      "f 0.000376769\n",
      "g 0.0385151\n",
      "h 0.0070804\n",
      "i 0.00188183\n",
      "k 0.00759732\n",
      "l 0.0142575\n",
      "m 0.205905\n",
      "n 0.519633\n",
      "o 0.0116478\n",
      "p 0.041087\n",
      "q 0.0385727\n",
      "r 0.0101442\n",
      "s 0.00637261\n",
      "t 0.0374421\n",
      "u 0.00306353\n",
      "v 0.00211162\n",
      "w 0.000485619\n",
      "x 0.0148715\n",
      "y 0.0164933\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00181841\n",
      "b 0.000172311\n",
      "c 0.00716542\n",
      "d 0.000544784\n",
      "e 0.00690489\n",
      "f 0.000207756\n",
      "g 0.018846\n",
      "h 0.00161434\n",
      "i 0.000545442\n",
      "k 0.00274656\n",
      "l 0.00151575\n",
      "m 0.200145\n",
      "n 0.636984\n",
      "o 0.0128591\n",
      "p 0.0129186\n",
      "q 0.0123151\n",
      "r 0.0121749\n",
      "s 0.00643121\n",
      "t 0.0404041\n",
      "u 0.00284706\n",
      "v 0.000830555\n",
      "w 0.00017789\n",
      "x 0.0177667\n",
      "y 0.00206382\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00385328\n",
      "b 0.000210717\n",
      "c 0.00827629\n",
      "d 0.000572839\n",
      "e 0.00750241\n",
      "f 0.000244232\n",
      "g 0.0425839\n",
      "h 0.00500457\n",
      "i 0.000665219\n",
      "k 0.00511736\n",
      "l 0.00233453\n",
      "m 0.135438\n",
      "n 0.593613\n",
      "o 0.0159526\n",
      "p 0.0256582\n",
      "q 0.0156833\n",
      "r 0.0127119\n",
      "s 0.0116731\n",
      "t 0.0726841\n",
      "u 0.00294827\n",
      "v 0.000783412\n",
      "w 0.000198832\n",
      "x 0.03342\n",
      "y 0.00286977\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00306782\n",
      "b 0.00015679\n",
      "c 0.0121588\n",
      "d 0.000784308\n",
      "e 0.008424\n",
      "f 0.000233113\n",
      "g 0.0398263\n",
      "h 0.00467711\n",
      "i 0.000808414\n",
      "k 0.00531873\n",
      "l 0.00379729\n",
      "m 0.145702\n",
      "n 0.590644\n",
      "o 0.0180342\n",
      "p 0.023144\n",
      "q 0.0147179\n",
      "r 0.0154215\n",
      "s 0.010769\n",
      "t 0.0584728\n",
      "u 0.00332802\n",
      "v 0.00105361\n",
      "w 0.000195625\n",
      "x 0.0359941\n",
      "y 0.00327127\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00372086\n",
      "b 0.000232532\n",
      "c 0.00700155\n",
      "d 0.000452656\n",
      "e 0.00612609\n",
      "f 0.000157567\n",
      "g 0.0190206\n",
      "h 0.0033522\n",
      "i 0.00066695\n",
      "k 0.00324845\n",
      "l 0.00163734\n",
      "m 0.167983\n",
      "n 0.581838\n",
      "o 0.0141543\n",
      "p 0.0426518\n",
      "q 0.0411972\n",
      "r 0.0113541\n",
      "s 0.0114541\n",
      "t 0.054403\n",
      "u 0.00355858\n",
      "v 0.000644142\n",
      "w 0.000153304\n",
      "x 0.0229336\n",
      "y 0.00205847\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000788793\n",
      "b 0.000242291\n",
      "c 0.00171704\n",
      "d 0.000134317\n",
      "e 0.00344437\n",
      "f 8.20942e-05\n",
      "g 0.00221052\n",
      "h 0.00077568\n",
      "i 0.000525863\n",
      "k 0.000776603\n",
      "l 0.000237342\n",
      "m 0.430325\n",
      "n 0.44597\n",
      "o 0.00566759\n",
      "p 0.00881742\n",
      "q 0.073125\n",
      "r 0.0056279\n",
      "s 0.00321442\n",
      "t 0.00983869\n",
      "u 0.00339876\n",
      "v 0.000687893\n",
      "w 0.000216969\n",
      "x 0.00114248\n",
      "y 0.00103254\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000836093\n",
      "b 0.000276032\n",
      "c 0.00767713\n",
      "d 0.000239184\n",
      "e 0.00347817\n",
      "f 9.99826e-05\n",
      "g 0.00772346\n",
      "h 0.00215757\n",
      "i 0.000656354\n",
      "k 0.00115121\n",
      "l 0.000380368\n",
      "m 0.340726\n",
      "n 0.405917\n",
      "o 0.0303508\n",
      "p 0.0243651\n",
      "q 0.139666\n",
      "r 0.00789486\n",
      "s 0.00418954\n",
      "t 0.0119402\n",
      "u 0.00408309\n",
      "v 0.00139488\n",
      "w 0.000463608\n",
      "x 0.0027543\n",
      "y 0.00157948\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00062558\n",
      "b 0.000264212\n",
      "c 0.00826921\n",
      "d 0.000120553\n",
      "e 0.00230851\n",
      "f 6.12551e-05\n",
      "g 0.00586326\n",
      "h 0.00178176\n",
      "i 0.000380474\n",
      "k 0.00074878\n",
      "l 0.000204418\n",
      "m 0.279553\n",
      "n 0.282237\n",
      "o 0.0354133\n",
      "p 0.0373922\n",
      "q 0.319939\n",
      "r 0.00499479\n",
      "s 0.00291493\n",
      "t 0.0087261\n",
      "u 0.00315419\n",
      "v 0.0014249\n",
      "w 0.000593809\n",
      "x 0.00145048\n",
      "y 0.00157854\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000670545\n",
      "b 0.000197034\n",
      "c 0.00402338\n",
      "d 0.000110538\n",
      "e 0.00301565\n",
      "f 4.82625e-05\n",
      "g 0.00789428\n",
      "h 0.00310968\n",
      "i 0.000208691\n",
      "k 0.000611143\n",
      "l 0.000213669\n",
      "m 0.347182\n",
      "n 0.415553\n",
      "o 0.0171294\n",
      "p 0.0159519\n",
      "q 0.161468\n",
      "r 0.00527893\n",
      "s 0.00237432\n",
      "t 0.00920212\n",
      "u 0.00290705\n",
      "v 0.000761672\n",
      "w 0.000213421\n",
      "x 0.00111065\n",
      "y 0.00076471\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000947733\n",
      "b 0.000212071\n",
      "c 0.00740168\n",
      "d 0.000147419\n",
      "e 0.00319339\n",
      "f 6.42556e-05\n",
      "g 0.0139159\n",
      "h 0.00448916\n",
      "i 0.000235399\n",
      "k 0.000868636\n",
      "l 0.000434952\n",
      "m 0.30691\n",
      "n 0.435524\n",
      "o 0.0253423\n",
      "p 0.0182318\n",
      "q 0.155217\n",
      "r 0.00539354\n",
      "s 0.00252755\n",
      "t 0.0120775\n",
      "u 0.00289721\n",
      "v 0.00102542\n",
      "w 0.000284251\n",
      "x 0.0014792\n",
      "y 0.00117938\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00110745\n",
      "b 0.000254998\n",
      "c 0.0189478\n",
      "d 0.000153155\n",
      "e 0.00239486\n",
      "f 9.18933e-05\n",
      "g 0.0338528\n",
      "h 0.0144949\n",
      "i 0.000199313\n",
      "k 0.00136202\n",
      "l 0.00104657\n",
      "m 0.192821\n",
      "n 0.323702\n",
      "o 0.041016\n",
      "p 0.0449935\n",
      "q 0.298766\n",
      "r 0.00525053\n",
      "s 0.00204447\n",
      "t 0.0106463\n",
      "u 0.00253528\n",
      "v 0.000937437\n",
      "w 0.000247306\n",
      "x 0.00199412\n",
      "y 0.00113989\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00209007\n",
      "b 0.000365377\n",
      "c 0.00873725\n",
      "d 0.000251248\n",
      "e 0.00216525\n",
      "f 9.95832e-05\n",
      "g 0.0444286\n",
      "h 0.0103483\n",
      "i 0.000114162\n",
      "k 0.003996\n",
      "l 0.00235673\n",
      "m 0.152108\n",
      "n 0.560056\n",
      "o 0.0153762\n",
      "p 0.0300289\n",
      "q 0.119758\n",
      "r 0.0124797\n",
      "s 0.00176921\n",
      "t 0.0225025\n",
      "u 0.00583795\n",
      "v 0.0010097\n",
      "w 0.000172186\n",
      "x 0.00338838\n",
      "y 0.000561964\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00336805\n",
      "b 0.00136852\n",
      "c 0.0191341\n",
      "d 0.000639814\n",
      "e 0.00277096\n",
      "f 0.000166154\n",
      "g 0.038548\n",
      "h 0.0092576\n",
      "i 0.00017351\n",
      "k 0.00576881\n",
      "l 0.00140356\n",
      "m 0.096781\n",
      "n 0.373331\n",
      "o 0.0194256\n",
      "p 0.0749405\n",
      "q 0.252992\n",
      "r 0.0341412\n",
      "s 0.0036002\n",
      "t 0.0254129\n",
      "u 0.022977\n",
      "v 0.00210932\n",
      "w 0.000338455\n",
      "x 0.0108326\n",
      "y 0.000518947\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00512771\n",
      "b 0.000400276\n",
      "c 0.0149265\n",
      "d 0.000137095\n",
      "e 0.00148037\n",
      "f 7.28357e-05\n",
      "g 0.0793595\n",
      "h 0.0212231\n",
      "i 0.000118546\n",
      "k 0.00208444\n",
      "l 0.00137981\n",
      "m 0.0585278\n",
      "n 0.250822\n",
      "o 0.0242293\n",
      "p 0.126566\n",
      "q 0.366739\n",
      "r 0.00409572\n",
      "s 0.00313794\n",
      "t 0.0299181\n",
      "u 0.00232491\n",
      "v 0.000412734\n",
      "w 0.000148731\n",
      "x 0.00565507\n",
      "y 0.00111359\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0231985\n",
      "b 0.0016345\n",
      "c 0.0535458\n",
      "d 0.00145936\n",
      "e 0.00408566\n",
      "f 0.000321447\n",
      "g 0.11777\n",
      "h 0.0597383\n",
      "i 0.0010044\n",
      "k 0.0359107\n",
      "l 0.0284788\n",
      "m 0.0372968\n",
      "n 0.199703\n",
      "o 0.0320467\n",
      "p 0.0860009\n",
      "q 0.164844\n",
      "r 0.0326586\n",
      "s 0.0124683\n",
      "t 0.0558648\n",
      "u 0.0245496\n",
      "v 0.00190038\n",
      "w 0.000259246\n",
      "x 0.0233408\n",
      "y 0.00191929\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00142125\n",
      "b 0.00152046\n",
      "c 0.0379106\n",
      "d 0.000648706\n",
      "e 0.00256459\n",
      "f 0.000471485\n",
      "g 0.0810785\n",
      "h 0.0500648\n",
      "i 0.000538027\n",
      "k 0.0234586\n",
      "l 0.00360851\n",
      "m 0.042757\n",
      "n 0.113794\n",
      "o 0.0395698\n",
      "p 0.242173\n",
      "q 0.228769\n",
      "r 0.0556516\n",
      "s 0.00458277\n",
      "t 0.0126941\n",
      "u 0.0301536\n",
      "v 0.00747055\n",
      "w 0.00152463\n",
      "x 0.0162392\n",
      "y 0.00133477\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00166874\n",
      "b 0.000589915\n",
      "c 0.0555961\n",
      "d 0.000479305\n",
      "e 0.00233623\n",
      "f 0.000343255\n",
      "g 0.160776\n",
      "h 0.0662244\n",
      "i 0.000422033\n",
      "k 0.0263357\n",
      "l 0.00929752\n",
      "m 0.0342316\n",
      "n 0.122096\n",
      "o 0.0497656\n",
      "p 0.244299\n",
      "q 0.131091\n",
      "r 0.0316458\n",
      "s 0.00432883\n",
      "t 0.0180682\n",
      "u 0.0125606\n",
      "v 0.00662473\n",
      "w 0.00129335\n",
      "x 0.0174981\n",
      "y 0.00242773\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00228552\n",
      "b 0.000769505\n",
      "c 0.0604234\n",
      "d 0.0005539\n",
      "e 0.00359181\n",
      "f 0.000340291\n",
      "g 0.123919\n",
      "h 0.0554756\n",
      "i 0.000412397\n",
      "k 0.0187623\n",
      "l 0.00626182\n",
      "m 0.0513612\n",
      "n 0.162806\n",
      "o 0.0784389\n",
      "p 0.190697\n",
      "q 0.152595\n",
      "r 0.0296746\n",
      "s 0.00573304\n",
      "t 0.023469\n",
      "u 0.0114476\n",
      "v 0.00406335\n",
      "w 0.000839114\n",
      "x 0.0143675\n",
      "y 0.00171209\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00264513\n",
      "b 0.00182995\n",
      "c 0.0386541\n",
      "d 0.000642646\n",
      "e 0.00410237\n",
      "f 0.000676495\n",
      "g 0.133371\n",
      "h 0.106259\n",
      "i 0.000838407\n",
      "k 0.0263603\n",
      "l 0.00587769\n",
      "m 0.0673599\n",
      "n 0.179061\n",
      "o 0.0371181\n",
      "p 0.128952\n",
      "q 0.150318\n",
      "r 0.0457198\n",
      "s 0.0068146\n",
      "t 0.0170002\n",
      "u 0.0242495\n",
      "v 0.00460568\n",
      "w 0.000890198\n",
      "x 0.0151408\n",
      "y 0.00151296\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00320586\n",
      "b 0.000129259\n",
      "c 0.00597152\n",
      "d 0.000104939\n",
      "e 0.00148016\n",
      "f 4.43224e-05\n",
      "g 0.0259733\n",
      "h 0.00611116\n",
      "i 0.000133217\n",
      "k 0.000781198\n",
      "l 0.000994975\n",
      "m 0.0790618\n",
      "n 0.291056\n",
      "o 0.0126882\n",
      "p 0.147245\n",
      "q 0.383409\n",
      "r 0.00236607\n",
      "s 0.00286637\n",
      "t 0.0296582\n",
      "u 0.000935936\n",
      "v 0.000174476\n",
      "w 6.59869e-05\n",
      "x 0.00406321\n",
      "y 0.00147982\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000853637\n",
      "b 0.000112122\n",
      "c 0.00968729\n",
      "d 8.37648e-05\n",
      "e 0.00030138\n",
      "f 4.00057e-05\n",
      "g 0.00611385\n",
      "h 0.00415416\n",
      "i 0.000181432\n",
      "k 0.000533035\n",
      "l 0.000590479\n",
      "m 0.00352571\n",
      "n 0.00876161\n",
      "o 0.00616582\n",
      "p 0.334399\n",
      "q 0.613641\n",
      "r 0.0010298\n",
      "s 0.00116529\n",
      "t 0.00334057\n",
      "u 0.00064415\n",
      "v 0.000169688\n",
      "w 9.45105e-05\n",
      "x 0.00297025\n",
      "y 0.00144113\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00081678\n",
      "b 0.00206293\n",
      "c 0.430047\n",
      "d 0.0358505\n",
      "e 0.00483403\n",
      "f 0.00737058\n",
      "g 0.00533726\n",
      "h 0.00431791\n",
      "i 0.0367935\n",
      "k 0.0341556\n",
      "l 0.0329446\n",
      "m 0.00378061\n",
      "n 0.00379494\n",
      "o 0.0426766\n",
      "p 0.0206446\n",
      "q 0.025321\n",
      "r 0.0611381\n",
      "s 0.00305066\n",
      "t 0.00179489\n",
      "u 0.0589304\n",
      "v 0.122587\n",
      "w 0.0215613\n",
      "x 0.0194522\n",
      "y 0.0207375\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00212428\n",
      "b 0.00498763\n",
      "c 0.101812\n",
      "d 0.0022762\n",
      "e 0.00176316\n",
      "f 0.00244048\n",
      "g 0.0179557\n",
      "h 0.013769\n",
      "i 0.00310762\n",
      "k 0.0116162\n",
      "l 0.0045928\n",
      "m 0.00874241\n",
      "n 0.0146674\n",
      "o 0.0211193\n",
      "p 0.273649\n",
      "q 0.384687\n",
      "r 0.0243011\n",
      "s 0.00278852\n",
      "t 0.00617465\n",
      "u 0.0303142\n",
      "v 0.0214543\n",
      "w 0.0134607\n",
      "x 0.0190882\n",
      "y 0.0131086\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00139026\n",
      "b 0.00313671\n",
      "c 0.274734\n",
      "d 0.010806\n",
      "e 0.00521486\n",
      "f 0.0230121\n",
      "g 0.00262609\n",
      "h 0.00398997\n",
      "i 0.0389626\n",
      "k 0.0173598\n",
      "l 0.0844687\n",
      "m 0.00532881\n",
      "n 0.00307582\n",
      "o 0.0129138\n",
      "p 0.0811616\n",
      "q 0.0967118\n",
      "r 0.0134026\n",
      "s 0.00172819\n",
      "t 0.00193415\n",
      "u 0.0189556\n",
      "v 0.0735733\n",
      "w 0.0345647\n",
      "x 0.00560229\n",
      "y 0.185346\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00647081\n",
      "b 0.00487039\n",
      "c 0.120697\n",
      "d 0.00412514\n",
      "e 0.00570993\n",
      "f 0.0234597\n",
      "g 0.00342136\n",
      "h 0.00335485\n",
      "i 0.0761493\n",
      "k 0.0104239\n",
      "l 0.0538195\n",
      "m 0.0242713\n",
      "n 0.0165125\n",
      "o 0.0128698\n",
      "p 0.116708\n",
      "q 0.140798\n",
      "r 0.0058855\n",
      "s 0.00503998\n",
      "t 0.00849794\n",
      "u 0.00840139\n",
      "v 0.0156037\n",
      "w 0.0175583\n",
      "x 0.00923598\n",
      "y 0.306115\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00554114\n",
      "b 0.00604773\n",
      "c 0.303223\n",
      "d 0.00987574\n",
      "e 0.00503814\n",
      "f 0.0141841\n",
      "g 0.00734166\n",
      "h 0.00748935\n",
      "i 0.0361699\n",
      "k 0.0183596\n",
      "l 0.0515478\n",
      "m 0.0114867\n",
      "n 0.0113351\n",
      "o 0.0263047\n",
      "p 0.107666\n",
      "q 0.180599\n",
      "r 0.0176874\n",
      "s 0.00514825\n",
      "t 0.0067561\n",
      "u 0.0240244\n",
      "v 0.0292014\n",
      "w 0.0158341\n",
      "x 0.014626\n",
      "y 0.084512\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00240504\n",
      "b 0.00150486\n",
      "c 0.0793105\n",
      "d 0.000861253\n",
      "e 0.00227831\n",
      "f 0.00595485\n",
      "g 0.00438191\n",
      "h 0.00662191\n",
      "i 0.0213006\n",
      "k 0.00447433\n",
      "l 0.0164752\n",
      "m 0.00656528\n",
      "n 0.00426472\n",
      "o 0.00851161\n",
      "p 0.312868\n",
      "q 0.325419\n",
      "r 0.00204003\n",
      "s 0.00226428\n",
      "t 0.00304178\n",
      "u 0.00215551\n",
      "v 0.00430873\n",
      "w 0.00559192\n",
      "x 0.00399049\n",
      "y 0.17341\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00127141\n",
      "b 0.000868266\n",
      "c 0.150535\n",
      "d 0.00117408\n",
      "e 0.0020648\n",
      "f 0.00718022\n",
      "g 0.00427331\n",
      "h 0.00570086\n",
      "i 0.0216942\n",
      "k 0.00451273\n",
      "l 0.0319146\n",
      "m 0.00341161\n",
      "n 0.00189067\n",
      "o 0.00803801\n",
      "p 0.18909\n",
      "q 0.201514\n",
      "r 0.001829\n",
      "s 0.00110829\n",
      "t 0.00154274\n",
      "u 0.00170474\n",
      "v 0.00860524\n",
      "w 0.00939878\n",
      "x 0.00249199\n",
      "y 0.338186\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00325114\n",
      "b 0.00270158\n",
      "c 0.13085\n",
      "d 0.00373549\n",
      "e 0.00308203\n",
      "f 0.0156791\n",
      "g 0.00381073\n",
      "h 0.00530261\n",
      "i 0.0388251\n",
      "k 0.0118816\n",
      "l 0.076931\n",
      "m 0.00789334\n",
      "n 0.00536131\n",
      "o 0.00900166\n",
      "p 0.111263\n",
      "q 0.141297\n",
      "r 0.00508338\n",
      "s 0.00194836\n",
      "t 0.00379851\n",
      "u 0.00866623\n",
      "v 0.0297361\n",
      "w 0.0264248\n",
      "x 0.00479193\n",
      "y 0.348684\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00223708\n",
      "b 0.00302695\n",
      "c 0.136732\n",
      "d 0.00309522\n",
      "e 0.00201893\n",
      "f 0.00998516\n",
      "g 0.0044035\n",
      "h 0.0053889\n",
      "i 0.0254707\n",
      "k 0.0100204\n",
      "l 0.0317595\n",
      "m 0.00667774\n",
      "n 0.00456999\n",
      "o 0.012458\n",
      "p 0.182592\n",
      "q 0.279187\n",
      "r 0.0058235\n",
      "s 0.00169766\n",
      "t 0.00287309\n",
      "u 0.00985066\n",
      "v 0.0304744\n",
      "w 0.0304562\n",
      "x 0.00508539\n",
      "y 0.194116\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00276836\n",
      "b 0.00167424\n",
      "c 0.0783316\n",
      "d 0.00126047\n",
      "e 0.00278979\n",
      "f 0.00694456\n",
      "g 0.00412124\n",
      "h 0.00370976\n",
      "i 0.0200791\n",
      "k 0.00350168\n",
      "l 0.0135876\n",
      "m 0.0131069\n",
      "n 0.00883305\n",
      "o 0.0112782\n",
      "p 0.271421\n",
      "q 0.283421\n",
      "r 0.00219589\n",
      "s 0.00237356\n",
      "t 0.00503469\n",
      "u 0.00246077\n",
      "v 0.0069421\n",
      "w 0.0115272\n",
      "x 0.00564336\n",
      "y 0.236994\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00336119\n",
      "b 0.001826\n",
      "c 0.0695035\n",
      "d 0.00592301\n",
      "e 0.00689217\n",
      "f 0.0104473\n",
      "g 0.00534135\n",
      "h 0.00672779\n",
      "i 0.0200307\n",
      "k 0.00438229\n",
      "l 0.0293336\n",
      "m 0.0170227\n",
      "n 0.0116121\n",
      "o 0.00663411\n",
      "p 0.164808\n",
      "q 0.325809\n",
      "r 0.00484218\n",
      "s 0.0020102\n",
      "t 0.00589165\n",
      "u 0.00567783\n",
      "v 0.0121898\n",
      "w 0.0109072\n",
      "x 0.0053379\n",
      "y 0.263489\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000598073\n",
      "b 0.00231206\n",
      "c 0.156303\n",
      "d 0.0102692\n",
      "e 0.00689283\n",
      "f 0.0137341\n",
      "g 0.00336991\n",
      "h 0.00125011\n",
      "i 0.0137688\n",
      "k 0.0330462\n",
      "l 0.0428567\n",
      "m 0.00645379\n",
      "n 0.00464398\n",
      "o 0.0119952\n",
      "p 0.0551134\n",
      "q 0.0252928\n",
      "r 0.0300279\n",
      "s 0.00122878\n",
      "t 0.00249472\n",
      "u 0.0303779\n",
      "v 0.280823\n",
      "w 0.10923\n",
      "x 0.0055142\n",
      "y 0.152403\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0007703\n",
      "b 0.000960343\n",
      "c 0.347616\n",
      "d 0.00552699\n",
      "e 0.00976228\n",
      "f 0.000770473\n",
      "g 0.0194858\n",
      "h 0.00188306\n",
      "i 0.0038444\n",
      "k 0.0390997\n",
      "l 0.0111949\n",
      "m 0.0119348\n",
      "n 0.0144075\n",
      "o 0.081082\n",
      "p 0.0328061\n",
      "q 0.0153175\n",
      "r 0.0773877\n",
      "s 0.00589096\n",
      "t 0.00489076\n",
      "u 0.051685\n",
      "v 0.197356\n",
      "w 0.0282134\n",
      "x 0.0164229\n",
      "y 0.0216917\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000157985\n",
      "b 0.000231891\n",
      "c 0.0101273\n",
      "d 0.00206063\n",
      "e 0.000457384\n",
      "f 0.000544132\n",
      "g 0.0452729\n",
      "h 0.0042071\n",
      "i 0.00275833\n",
      "k 0.579038\n",
      "l 0.0163833\n",
      "m 0.000564505\n",
      "n 0.00245621\n",
      "o 0.00322671\n",
      "p 0.0320377\n",
      "q 0.00160781\n",
      "r 0.10731\n",
      "s 0.000719896\n",
      "t 0.00197027\n",
      "u 0.0287143\n",
      "v 0.106844\n",
      "w 0.0215809\n",
      "x 0.0253358\n",
      "y 0.00639285\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000175132\n",
      "b 0.000437679\n",
      "c 0.00221468\n",
      "d 0.00181225\n",
      "e 0.0003875\n",
      "f 0.000789452\n",
      "g 0.0221313\n",
      "h 0.0065091\n",
      "i 0.00247514\n",
      "k 0.638254\n",
      "l 0.00807324\n",
      "m 0.000606994\n",
      "n 0.00343566\n",
      "o 0.00125289\n",
      "p 0.0187967\n",
      "q 0.000998021\n",
      "r 0.164949\n",
      "s 0.0012662\n",
      "t 0.0023261\n",
      "u 0.049456\n",
      "v 0.0290323\n",
      "w 0.00506939\n",
      "x 0.0386482\n",
      "y 0.000903107\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.02569e-06\n",
      "b 4.25253e-05\n",
      "c 0.00353834\n",
      "d 0.000575526\n",
      "e 3.80506e-05\n",
      "f 0.000487656\n",
      "g 0.00214698\n",
      "h 0.00028164\n",
      "i 0.00090755\n",
      "k 0.298348\n",
      "l 0.031234\n",
      "m 2.91405e-05\n",
      "n 7.22985e-05\n",
      "o 0.000485197\n",
      "p 0.00201913\n",
      "q 3.72999e-05\n",
      "r 0.0134299\n",
      "s 3.26535e-05\n",
      "t 6.28789e-05\n",
      "u 0.00769649\n",
      "v 0.497243\n",
      "w 0.134312\n",
      "x 0.00181191\n",
      "y 0.00516256\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.20505e-06\n",
      "b 5.47302e-05\n",
      "c 0.00134523\n",
      "d 0.000544256\n",
      "e 1.62057e-05\n",
      "f 0.000645393\n",
      "g 0.000338434\n",
      "h 6.79184e-05\n",
      "i 0.000500054\n",
      "k 0.109936\n",
      "l 0.00778224\n",
      "m 1.04961e-05\n",
      "n 1.81118e-05\n",
      "o 0.000176989\n",
      "p 0.000748977\n",
      "q 1.40436e-05\n",
      "r 0.00865515\n",
      "s 8.94504e-06\n",
      "t 1.36837e-05\n",
      "u 0.00837052\n",
      "v 0.650955\n",
      "w 0.207611\n",
      "x 0.000635372\n",
      "y 0.00155037\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.72584e-06\n",
      "b 0.000114095\n",
      "c 0.00287257\n",
      "d 0.00193704\n",
      "e 5.06904e-05\n",
      "f 0.000613775\n",
      "g 0.00188911\n",
      "h 0.000449233\n",
      "i 0.00100106\n",
      "k 0.468355\n",
      "l 0.0137366\n",
      "m 3.33917e-05\n",
      "n 0.000109023\n",
      "o 0.000464159\n",
      "p 0.00192354\n",
      "q 5.69695e-05\n",
      "r 0.0843571\n",
      "s 5.69718e-05\n",
      "t 6.89629e-05\n",
      "u 0.0423159\n",
      "v 0.334376\n",
      "w 0.0389982\n",
      "x 0.00563594\n",
      "y 0.000579784\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.30128e-05\n",
      "b 0.000199741\n",
      "c 0.00378504\n",
      "d 0.00188263\n",
      "e 0.000114235\n",
      "f 0.000679867\n",
      "g 0.00961164\n",
      "h 0.00173686\n",
      "i 0.00148206\n",
      "k 0.589264\n",
      "l 0.00956218\n",
      "m 0.000108885\n",
      "n 0.000455521\n",
      "o 0.00109056\n",
      "p 0.00610377\n",
      "q 0.000167355\n",
      "r 0.0997669\n",
      "s 0.000220302\n",
      "t 0.000314187\n",
      "u 0.0418122\n",
      "v 0.179298\n",
      "w 0.0313313\n",
      "x 0.0199762\n",
      "y 0.00101389\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 5.5037e-05\n",
      "b 0.000337302\n",
      "c 0.00455461\n",
      "d 0.00325832\n",
      "e 0.00025125\n",
      "f 0.000831113\n",
      "g 0.00927892\n",
      "h 0.00110653\n",
      "i 0.00283256\n",
      "k 0.525694\n",
      "l 0.00680409\n",
      "m 0.000446441\n",
      "n 0.00215185\n",
      "o 0.00218188\n",
      "p 0.00622591\n",
      "q 0.000291355\n",
      "r 0.223874\n",
      "s 0.00070525\n",
      "t 0.00101459\n",
      "u 0.0645454\n",
      "v 0.0817931\n",
      "w 0.0117456\n",
      "x 0.0493505\n",
      "y 0.000670185\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0001794\n",
      "b 0.000789005\n",
      "c 0.00293399\n",
      "d 0.00465105\n",
      "e 0.000491243\n",
      "f 0.00159233\n",
      "g 0.0107565\n",
      "h 0.00207115\n",
      "i 0.00604417\n",
      "k 0.551525\n",
      "l 0.0056634\n",
      "m 0.000639727\n",
      "n 0.00307452\n",
      "o 0.00149203\n",
      "p 0.00718922\n",
      "q 0.000493208\n",
      "r 0.216823\n",
      "s 0.00154899\n",
      "t 0.00204918\n",
      "u 0.0749608\n",
      "v 0.0445544\n",
      "w 0.0082991\n",
      "x 0.0513303\n",
      "y 0.000848407\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000139913\n",
      "b 0.00137979\n",
      "c 0.002761\n",
      "d 0.00484733\n",
      "e 0.000638519\n",
      "f 0.00123826\n",
      "g 0.00808308\n",
      "h 0.00199023\n",
      "i 0.00261721\n",
      "k 0.329659\n",
      "l 0.00172093\n",
      "m 0.000912053\n",
      "n 0.00376599\n",
      "o 0.00150727\n",
      "p 0.0090474\n",
      "q 0.000986121\n",
      "r 0.37829\n",
      "s 0.00131801\n",
      "t 0.0016949\n",
      "u 0.152343\n",
      "v 0.0465414\n",
      "w 0.00643769\n",
      "x 0.0417733\n",
      "y 0.000306914\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000120836\n",
      "b 0.00091718\n",
      "c 0.00862885\n",
      "d 0.00379967\n",
      "e 0.000562681\n",
      "f 0.000670786\n",
      "g 0.0153706\n",
      "h 0.00331084\n",
      "i 0.00121128\n",
      "k 0.247469\n",
      "l 0.00248837\n",
      "m 0.000976585\n",
      "n 0.0042546\n",
      "o 0.00422796\n",
      "p 0.0407009\n",
      "q 0.00415371\n",
      "r 0.426754\n",
      "s 0.00105875\n",
      "t 0.00172252\n",
      "u 0.127875\n",
      "v 0.0474869\n",
      "w 0.00557863\n",
      "x 0.0503235\n",
      "y 0.00033766\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000534005\n",
      "b 0.00223291\n",
      "c 0.0171864\n",
      "d 0.00439507\n",
      "e 0.00185341\n",
      "f 0.00153106\n",
      "g 0.0259984\n",
      "h 0.00625651\n",
      "i 0.00268228\n",
      "k 0.257556\n",
      "l 0.00462096\n",
      "m 0.00308104\n",
      "n 0.0104326\n",
      "o 0.0102398\n",
      "p 0.148613\n",
      "q 0.0181888\n",
      "r 0.265302\n",
      "s 0.0028108\n",
      "t 0.00583871\n",
      "u 0.100553\n",
      "v 0.0492564\n",
      "w 0.0104517\n",
      "x 0.0486564\n",
      "y 0.00172857\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000795997\n",
      "b 0.00268532\n",
      "c 0.0155693\n",
      "d 0.00552017\n",
      "e 0.00193218\n",
      "f 0.00130742\n",
      "g 0.016714\n",
      "h 0.00431461\n",
      "i 0.00259865\n",
      "k 0.203967\n",
      "l 0.005188\n",
      "m 0.00472181\n",
      "n 0.0169194\n",
      "o 0.00738415\n",
      "p 0.0610667\n",
      "q 0.0168207\n",
      "r 0.336514\n",
      "s 0.00381422\n",
      "t 0.0072239\n",
      "u 0.172253\n",
      "v 0.0551784\n",
      "w 0.00925202\n",
      "x 0.0467508\n",
      "y 0.00150832\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0023609\n",
      "b 0.00383863\n",
      "c 0.0539936\n",
      "d 0.00293551\n",
      "e 0.00299394\n",
      "f 0.00203188\n",
      "g 0.0745612\n",
      "h 0.0220393\n",
      "i 0.00693054\n",
      "k 0.179349\n",
      "l 0.00803153\n",
      "m 0.0141774\n",
      "n 0.0399128\n",
      "o 0.0283345\n",
      "p 0.119075\n",
      "q 0.0501358\n",
      "r 0.154499\n",
      "s 0.00893637\n",
      "t 0.0137788\n",
      "u 0.0863115\n",
      "v 0.0422383\n",
      "w 0.0120298\n",
      "x 0.0655054\n",
      "y 0.00599865\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00234924\n",
      "b 0.00149717\n",
      "c 0.0648025\n",
      "d 0.00260607\n",
      "e 0.00266838\n",
      "f 0.00121072\n",
      "g 0.0785654\n",
      "h 0.0260996\n",
      "i 0.00501281\n",
      "k 0.255461\n",
      "l 0.0416206\n",
      "m 0.0105298\n",
      "n 0.0335551\n",
      "o 0.0228962\n",
      "p 0.0908177\n",
      "q 0.037257\n",
      "r 0.11666\n",
      "s 0.00778806\n",
      "t 0.0130537\n",
      "u 0.0695094\n",
      "v 0.0562579\n",
      "w 0.0103973\n",
      "x 0.0388367\n",
      "y 0.0105482\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00491127\n",
      "b 0.00720108\n",
      "c 0.115785\n",
      "d 0.00648346\n",
      "e 0.001817\n",
      "f 0.00166998\n",
      "g 0.0583044\n",
      "h 0.179805\n",
      "i 0.00196686\n",
      "k 0.0300078\n",
      "l 0.00935645\n",
      "m 0.00195114\n",
      "n 0.00592601\n",
      "o 0.0206574\n",
      "p 0.168057\n",
      "q 0.182979\n",
      "r 0.0545191\n",
      "s 0.00487927\n",
      "t 0.00454751\n",
      "u 0.0922508\n",
      "v 0.0065851\n",
      "w 0.0010717\n",
      "x 0.0384004\n",
      "y 0.000867632\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0111506\n",
      "b 0.00464031\n",
      "c 0.0338623\n",
      "d 0.0117766\n",
      "e 0.00265448\n",
      "f 0.00204931\n",
      "g 0.0524513\n",
      "h 0.0664687\n",
      "i 0.00983626\n",
      "k 0.194407\n",
      "l 0.0383679\n",
      "m 0.00564769\n",
      "n 0.0251179\n",
      "o 0.0172764\n",
      "p 0.0840908\n",
      "q 0.0439873\n",
      "r 0.111399\n",
      "s 0.0124157\n",
      "t 0.020302\n",
      "u 0.143167\n",
      "v 0.0137937\n",
      "w 0.00220956\n",
      "x 0.0904087\n",
      "y 0.00251897\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00946869\n",
      "b 0.00227642\n",
      "c 0.0441728\n",
      "d 0.0108379\n",
      "e 0.00385207\n",
      "f 0.00168811\n",
      "g 0.069382\n",
      "h 0.0851858\n",
      "i 0.0116847\n",
      "k 0.125053\n",
      "l 0.0320007\n",
      "m 0.00788664\n",
      "n 0.0325267\n",
      "o 0.0258148\n",
      "p 0.121387\n",
      "q 0.0518137\n",
      "r 0.0853731\n",
      "s 0.0186896\n",
      "t 0.0228567\n",
      "u 0.0744119\n",
      "v 0.00842308\n",
      "w 0.00129652\n",
      "x 0.150657\n",
      "y 0.00326182\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0154675\n",
      "b 0.00234722\n",
      "c 0.0267278\n",
      "d 0.0172898\n",
      "e 0.00467766\n",
      "f 0.00138071\n",
      "g 0.037629\n",
      "h 0.0338733\n",
      "i 0.0177988\n",
      "k 0.132569\n",
      "l 0.0215917\n",
      "m 0.00773616\n",
      "n 0.043276\n",
      "o 0.0218103\n",
      "p 0.0243054\n",
      "q 0.00966495\n",
      "r 0.115739\n",
      "s 0.0483972\n",
      "t 0.0381565\n",
      "u 0.111367\n",
      "v 0.00774482\n",
      "w 0.00101889\n",
      "x 0.257691\n",
      "y 0.00174111\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.010833\n",
      "b 0.00279913\n",
      "c 0.0646435\n",
      "d 0.00750332\n",
      "e 0.00320212\n",
      "f 0.00180081\n",
      "g 0.103793\n",
      "h 0.120327\n",
      "i 0.00820279\n",
      "k 0.159564\n",
      "l 0.0588019\n",
      "m 0.00630332\n",
      "n 0.0293535\n",
      "o 0.0278365\n",
      "p 0.0600307\n",
      "q 0.0172933\n",
      "r 0.0702393\n",
      "s 0.0159275\n",
      "t 0.0215838\n",
      "u 0.082074\n",
      "v 0.0150857\n",
      "w 0.00238121\n",
      "x 0.106764\n",
      "y 0.00365679\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00293023\n",
      "b 0.00188487\n",
      "c 0.0216269\n",
      "d 0.00665209\n",
      "e 0.0012269\n",
      "f 0.00150036\n",
      "g 0.0486615\n",
      "h 0.0817322\n",
      "i 0.00226865\n",
      "k 0.265391\n",
      "l 0.16801\n",
      "m 0.00265879\n",
      "n 0.0123534\n",
      "o 0.00549883\n",
      "p 0.0652752\n",
      "q 0.0211895\n",
      "r 0.104538\n",
      "s 0.00217487\n",
      "t 0.00700373\n",
      "u 0.123762\n",
      "v 0.0252684\n",
      "w 0.00270272\n",
      "x 0.0235905\n",
      "y 0.00210046\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00445072\n",
      "b 0.00181858\n",
      "c 0.0208774\n",
      "d 0.00456554\n",
      "e 0.00090444\n",
      "f 0.00182637\n",
      "g 0.0630425\n",
      "h 0.0983773\n",
      "i 0.00438847\n",
      "k 0.315669\n",
      "l 0.229027\n",
      "m 0.00211416\n",
      "n 0.00993492\n",
      "o 0.00501794\n",
      "p 0.0512965\n",
      "q 0.0159545\n",
      "r 0.0508074\n",
      "s 0.00234835\n",
      "t 0.00731615\n",
      "u 0.0654936\n",
      "v 0.0164905\n",
      "w 0.0025293\n",
      "x 0.0219637\n",
      "y 0.00378522\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00263385\n",
      "b 0.00116585\n",
      "c 0.024778\n",
      "d 0.00175495\n",
      "e 0.000517121\n",
      "f 0.00148742\n",
      "g 0.154645\n",
      "h 0.334373\n",
      "i 0.00118134\n",
      "k 0.160674\n",
      "l 0.180699\n",
      "m 0.000694848\n",
      "n 0.00390928\n",
      "o 0.00352384\n",
      "p 0.0521581\n",
      "q 0.00957682\n",
      "r 0.0186249\n",
      "s 0.00101925\n",
      "t 0.00364072\n",
      "u 0.0198512\n",
      "v 0.00548336\n",
      "w 0.00100079\n",
      "x 0.0144886\n",
      "y 0.00211856\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0082816\n",
      "b 0.0129871\n",
      "c 0.0430375\n",
      "d 0.0109324\n",
      "e 0.00455268\n",
      "f 0.00537698\n",
      "g 0.0744519\n",
      "h 0.220569\n",
      "i 0.00371925\n",
      "k 0.140673\n",
      "l 0.0343085\n",
      "m 0.00423249\n",
      "n 0.0144164\n",
      "o 0.0120197\n",
      "p 0.0750033\n",
      "q 0.0524143\n",
      "r 0.0944225\n",
      "s 0.00634053\n",
      "t 0.0100008\n",
      "u 0.128373\n",
      "v 0.00738913\n",
      "w 0.00113286\n",
      "x 0.0343172\n",
      "y 0.00104797\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0182655\n",
      "b 0.00122611\n",
      "c 0.0954946\n",
      "d 0.0016996\n",
      "e 0.00447613\n",
      "f 0.000371023\n",
      "g 0.173676\n",
      "h 0.274643\n",
      "i 0.000732565\n",
      "k 0.0173351\n",
      "l 0.0365076\n",
      "m 0.0090049\n",
      "n 0.0366295\n",
      "o 0.0261817\n",
      "p 0.0736897\n",
      "q 0.164379\n",
      "r 0.0110158\n",
      "s 0.00708906\n",
      "t 0.0199331\n",
      "u 0.0113519\n",
      "v 0.00140126\n",
      "w 0.000204089\n",
      "x 0.0123747\n",
      "y 0.00231764\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00832542\n",
      "b 0.00225051\n",
      "c 0.0531828\n",
      "d 0.00288897\n",
      "e 0.00251532\n",
      "f 0.00130743\n",
      "g 0.112297\n",
      "h 0.403523\n",
      "i 0.00162151\n",
      "k 0.0727596\n",
      "l 0.0737625\n",
      "m 0.00294004\n",
      "n 0.0112725\n",
      "o 0.0117418\n",
      "p 0.0816934\n",
      "q 0.0658975\n",
      "r 0.0246001\n",
      "s 0.00456927\n",
      "t 0.00929961\n",
      "u 0.0295837\n",
      "v 0.00367339\n",
      "w 0.000556988\n",
      "x 0.0174409\n",
      "y 0.0022968\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0105776\n",
      "b 0.00595297\n",
      "c 0.0208892\n",
      "d 0.00318812\n",
      "e 0.00265097\n",
      "f 0.00225804\n",
      "g 0.0718339\n",
      "h 0.316783\n",
      "i 0.0029973\n",
      "k 0.0870178\n",
      "l 0.0230074\n",
      "m 0.00428529\n",
      "n 0.0172994\n",
      "o 0.00863187\n",
      "p 0.16982\n",
      "q 0.0888612\n",
      "r 0.0439864\n",
      "s 0.00757325\n",
      "t 0.014004\n",
      "u 0.0581738\n",
      "v 0.00288861\n",
      "w 0.000586081\n",
      "x 0.0354599\n",
      "y 0.0012741\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0123842\n",
      "b 0.00436813\n",
      "c 0.0285777\n",
      "d 0.00184632\n",
      "e 0.00329552\n",
      "f 0.00165661\n",
      "g 0.0717081\n",
      "h 0.149427\n",
      "i 0.00383415\n",
      "k 0.035204\n",
      "l 0.010721\n",
      "m 0.00882313\n",
      "n 0.0313259\n",
      "o 0.013589\n",
      "p 0.31497\n",
      "q 0.163624\n",
      "r 0.0257057\n",
      "s 0.0137597\n",
      "t 0.0223261\n",
      "u 0.0287023\n",
      "v 0.00245162\n",
      "w 0.000781819\n",
      "x 0.0475376\n",
      "y 0.00337968\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0199467\n",
      "b 0.00283107\n",
      "c 0.0344823\n",
      "d 0.00171812\n",
      "e 0.00475618\n",
      "f 0.00108754\n",
      "g 0.0921231\n",
      "h 0.173146\n",
      "i 0.00311569\n",
      "k 0.0320346\n",
      "l 0.0144196\n",
      "m 0.0126074\n",
      "n 0.0503488\n",
      "o 0.0168562\n",
      "p 0.229988\n",
      "q 0.147424\n",
      "r 0.0247279\n",
      "s 0.0193154\n",
      "t 0.0368638\n",
      "u 0.0240888\n",
      "v 0.00197133\n",
      "w 0.000502835\n",
      "x 0.0512544\n",
      "y 0.00439088\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0197997\n",
      "b 0.00334143\n",
      "c 0.0487919\n",
      "d 0.00228685\n",
      "e 0.00608721\n",
      "f 0.00154926\n",
      "g 0.115616\n",
      "h 0.134643\n",
      "i 0.00451016\n",
      "k 0.0479563\n",
      "l 0.0166815\n",
      "m 0.0182682\n",
      "n 0.0755305\n",
      "o 0.0270927\n",
      "p 0.170453\n",
      "q 0.0861287\n",
      "r 0.0362947\n",
      "s 0.0249838\n",
      "t 0.0448442\n",
      "u 0.0262469\n",
      "v 0.00220275\n",
      "w 0.000545096\n",
      "x 0.0821457\n",
      "y 0.00399959\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0203637\n",
      "b 0.00287095\n",
      "c 0.0347519\n",
      "d 0.00173835\n",
      "e 0.0054004\n",
      "f 0.00131688\n",
      "g 0.0772159\n",
      "h 0.104844\n",
      "i 0.00479115\n",
      "k 0.0362195\n",
      "l 0.0138976\n",
      "m 0.0149625\n",
      "n 0.0553744\n",
      "o 0.0182367\n",
      "p 0.293934\n",
      "q 0.136625\n",
      "r 0.0232625\n",
      "s 0.021746\n",
      "t 0.0425922\n",
      "u 0.0201747\n",
      "v 0.0022235\n",
      "w 0.000694613\n",
      "x 0.0600354\n",
      "y 0.00672825\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0158124\n",
      "b 0.00206078\n",
      "c 0.0362204\n",
      "d 0.00115249\n",
      "e 0.00369012\n",
      "f 0.000996885\n",
      "g 0.0870096\n",
      "h 0.106384\n",
      "i 0.00354365\n",
      "k 0.0246254\n",
      "l 0.0113094\n",
      "m 0.0143396\n",
      "n 0.0559537\n",
      "o 0.0206249\n",
      "p 0.31694\n",
      "q 0.142529\n",
      "r 0.0157721\n",
      "s 0.0179424\n",
      "t 0.0367769\n",
      "u 0.0129514\n",
      "v 0.0015158\n",
      "w 0.000527621\n",
      "x 0.0655523\n",
      "y 0.00576806\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0111987\n",
      "b 0.00172061\n",
      "c 0.0328878\n",
      "d 0.0005301\n",
      "e 0.00236062\n",
      "f 0.000555874\n",
      "g 0.0438818\n",
      "h 0.123114\n",
      "i 0.00123169\n",
      "k 0.00719517\n",
      "l 0.00694825\n",
      "m 0.00843413\n",
      "n 0.0260874\n",
      "o 0.0120808\n",
      "p 0.324669\n",
      "q 0.33523\n",
      "r 0.0069461\n",
      "s 0.00831311\n",
      "t 0.0162278\n",
      "u 0.00748221\n",
      "v 0.000662266\n",
      "w 0.000233534\n",
      "x 0.0186524\n",
      "y 0.00335733\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.012238\n",
      "b 0.00235688\n",
      "c 0.01956\n",
      "d 0.000589455\n",
      "e 0.00143986\n",
      "f 0.000616447\n",
      "g 0.133295\n",
      "h 0.295351\n",
      "i 0.00156477\n",
      "k 0.0193389\n",
      "l 0.00546023\n",
      "m 0.00491254\n",
      "n 0.0208391\n",
      "o 0.0137898\n",
      "p 0.257497\n",
      "q 0.128581\n",
      "r 0.0085501\n",
      "s 0.00965621\n",
      "t 0.017819\n",
      "u 0.0115295\n",
      "v 0.000990273\n",
      "w 0.000403099\n",
      "x 0.0315325\n",
      "y 0.00208898\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0175005\n",
      "b 0.0015017\n",
      "c 0.128683\n",
      "d 0.0021297\n",
      "e 0.00358251\n",
      "f 0.0010751\n",
      "g 0.132653\n",
      "h 0.340421\n",
      "i 0.00265283\n",
      "k 0.0122375\n",
      "l 0.029716\n",
      "m 0.00472146\n",
      "n 0.0139157\n",
      "o 0.0453378\n",
      "p 0.100016\n",
      "q 0.105711\n",
      "r 0.00515691\n",
      "s 0.00876473\n",
      "t 0.0143372\n",
      "u 0.0061401\n",
      "v 0.00103718\n",
      "w 0.000296207\n",
      "x 0.0175988\n",
      "y 0.00481289\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00455375\n",
      "b 0.00204614\n",
      "c 0.0121681\n",
      "d 0.0059695\n",
      "e 0.00201493\n",
      "f 0.00161953\n",
      "g 0.112275\n",
      "h 0.0836366\n",
      "i 0.00513276\n",
      "k 0.316799\n",
      "l 0.0256236\n",
      "m 0.00345704\n",
      "n 0.0212899\n",
      "o 0.0075963\n",
      "p 0.0659971\n",
      "q 0.0104546\n",
      "r 0.102993\n",
      "s 0.00833942\n",
      "t 0.0166091\n",
      "u 0.0667976\n",
      "v 0.0087715\n",
      "w 0.00159428\n",
      "x 0.112629\n",
      "y 0.00163324\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00204964\n",
      "b 0.00427511\n",
      "c 0.0188253\n",
      "d 0.00314063\n",
      "e 0.00138503\n",
      "f 0.00480849\n",
      "g 0.0700137\n",
      "h 0.0365369\n",
      "i 0.00527444\n",
      "k 0.202564\n",
      "l 0.0127453\n",
      "m 0.00375559\n",
      "n 0.0178821\n",
      "o 0.00679611\n",
      "p 0.253689\n",
      "q 0.0164669\n",
      "r 0.0853555\n",
      "s 0.00517661\n",
      "t 0.0104626\n",
      "u 0.0506466\n",
      "v 0.0122724\n",
      "w 0.00430454\n",
      "x 0.168741\n",
      "y 0.00283186\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000329666\n",
      "b 0.00094377\n",
      "c 0.0138634\n",
      "d 0.00518099\n",
      "e 0.000728845\n",
      "f 0.00197724\n",
      "g 0.0331147\n",
      "h 0.0053435\n",
      "i 0.0033317\n",
      "k 0.368991\n",
      "l 0.0108333\n",
      "m 0.00112485\n",
      "n 0.00662887\n",
      "o 0.00373294\n",
      "p 0.0582534\n",
      "q 0.00259857\n",
      "r 0.204553\n",
      "s 0.00171179\n",
      "t 0.00379926\n",
      "u 0.0589327\n",
      "v 0.0326455\n",
      "w 0.00567934\n",
      "x 0.174102\n",
      "y 0.00160008\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000171578\n",
      "b 0.00100169\n",
      "c 0.0128969\n",
      "d 0.00410083\n",
      "e 0.00111371\n",
      "f 0.00303207\n",
      "g 0.0300594\n",
      "h 0.00818537\n",
      "i 0.0042868\n",
      "k 0.334647\n",
      "l 0.00610298\n",
      "m 0.00122257\n",
      "n 0.00541052\n",
      "o 0.00462566\n",
      "p 0.0779326\n",
      "q 0.00190553\n",
      "r 0.209165\n",
      "s 0.00244099\n",
      "t 0.00250992\n",
      "u 0.0439869\n",
      "v 0.0189418\n",
      "w 0.00341612\n",
      "x 0.221967\n",
      "y 0.000876151\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000177385\n",
      "b 0.0027778\n",
      "c 0.0211725\n",
      "d 0.00316505\n",
      "e 0.00123476\n",
      "f 0.00233819\n",
      "g 0.0231509\n",
      "h 0.00493972\n",
      "i 0.00246837\n",
      "k 0.107791\n",
      "l 0.00080771\n",
      "m 0.00202031\n",
      "n 0.00642703\n",
      "o 0.0131554\n",
      "p 0.258278\n",
      "q 0.00699479\n",
      "r 0.210069\n",
      "s 0.00333218\n",
      "t 0.00264238\n",
      "u 0.064201\n",
      "v 0.0262413\n",
      "w 0.00805715\n",
      "x 0.227957\n",
      "y 0.000601\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 8.44925e-05\n",
      "b 0.00315067\n",
      "c 0.105948\n",
      "d 0.00775614\n",
      "e 0.000994896\n",
      "f 0.00446681\n",
      "g 0.0158732\n",
      "h 0.00964881\n",
      "i 0.00163048\n",
      "k 0.0851112\n",
      "l 0.00538402\n",
      "m 0.000951702\n",
      "n 0.0018799\n",
      "o 0.0158604\n",
      "p 0.170713\n",
      "q 0.013069\n",
      "r 0.182026\n",
      "s 0.000690828\n",
      "t 0.000656082\n",
      "u 0.121066\n",
      "v 0.167679\n",
      "w 0.0310278\n",
      "x 0.0529493\n",
      "y 0.00138255\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000192556\n",
      "b 0.00419466\n",
      "c 0.438009\n",
      "d 0.00782336\n",
      "e 0.00100839\n",
      "f 0.00741469\n",
      "g 0.00690901\n",
      "h 0.00918026\n",
      "i 0.00232627\n",
      "k 0.0217517\n",
      "l 0.0132074\n",
      "m 0.000760384\n",
      "n 0.000983776\n",
      "o 0.0230466\n",
      "p 0.211512\n",
      "q 0.0614355\n",
      "r 0.0415329\n",
      "s 0.00050418\n",
      "t 0.000493839\n",
      "u 0.0419434\n",
      "v 0.0694472\n",
      "w 0.0181042\n",
      "x 0.0145334\n",
      "y 0.00368464\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00014704\n",
      "b 0.00348841\n",
      "c 0.283226\n",
      "d 0.00356437\n",
      "e 0.000667333\n",
      "f 0.0112432\n",
      "g 0.00514918\n",
      "h 0.00604674\n",
      "i 0.00157325\n",
      "k 0.0105276\n",
      "l 0.0143587\n",
      "m 0.000494973\n",
      "n 0.000566413\n",
      "o 0.00746738\n",
      "p 0.437177\n",
      "q 0.0688812\n",
      "r 0.0150579\n",
      "s 0.0002313\n",
      "t 0.000376611\n",
      "u 0.0160455\n",
      "v 0.0604615\n",
      "w 0.0317362\n",
      "x 0.00864126\n",
      "y 0.0128705\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000196584\n",
      "b 0.00209864\n",
      "c 0.281842\n",
      "d 0.00227311\n",
      "e 0.000657337\n",
      "f 0.00866878\n",
      "g 0.00742139\n",
      "h 0.00882779\n",
      "i 0.00168565\n",
      "k 0.00966754\n",
      "l 0.0256922\n",
      "m 0.000812187\n",
      "n 0.00100933\n",
      "o 0.00747983\n",
      "p 0.434547\n",
      "q 0.0607184\n",
      "r 0.0100154\n",
      "s 0.000256357\n",
      "t 0.000539974\n",
      "u 0.0114806\n",
      "v 0.0596528\n",
      "w 0.0303923\n",
      "x 0.0097396\n",
      "y 0.0243248\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000180084\n",
      "b 0.00288839\n",
      "c 0.39054\n",
      "d 0.00468452\n",
      "e 0.000586513\n",
      "f 0.0139012\n",
      "g 0.00467324\n",
      "h 0.00573245\n",
      "i 0.00192521\n",
      "k 0.0155764\n",
      "l 0.0612009\n",
      "m 0.000517276\n",
      "n 0.000548387\n",
      "o 0.0061157\n",
      "p 0.154567\n",
      "q 0.04709\n",
      "r 0.0138218\n",
      "s 0.000146913\n",
      "t 0.000345472\n",
      "u 0.0201556\n",
      "v 0.152647\n",
      "w 0.0665089\n",
      "x 0.00404505\n",
      "y 0.0316017\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000117724\n",
      "b 0.00162124\n",
      "c 0.520413\n",
      "d 0.00629618\n",
      "e 0.000439366\n",
      "f 0.00986091\n",
      "g 0.00345658\n",
      "h 0.00394175\n",
      "i 0.00272199\n",
      "k 0.0156707\n",
      "l 0.0620799\n",
      "m 0.000311096\n",
      "n 0.000320288\n",
      "o 0.00784683\n",
      "p 0.0731847\n",
      "q 0.0272154\n",
      "r 0.0136288\n",
      "s 0.000133309\n",
      "t 0.000199983\n",
      "u 0.0183823\n",
      "v 0.155652\n",
      "w 0.0503273\n",
      "x 0.00394197\n",
      "y 0.0222368\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000103451\n",
      "b 0.0017646\n",
      "c 0.508417\n",
      "d 0.00557326\n",
      "e 0.000538427\n",
      "f 0.0126689\n",
      "g 0.00605627\n",
      "h 0.00658325\n",
      "i 0.00260637\n",
      "k 0.0216842\n",
      "l 0.0482009\n",
      "m 0.000284875\n",
      "n 0.000334585\n",
      "o 0.0091822\n",
      "p 0.134668\n",
      "q 0.0223351\n",
      "r 0.0169794\n",
      "s 0.000173504\n",
      "t 0.000238303\n",
      "u 0.0156518\n",
      "v 0.11901\n",
      "w 0.0420954\n",
      "x 0.00693042\n",
      "y 0.0179208\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 9.24858e-05\n",
      "b 0.00105915\n",
      "c 0.238491\n",
      "d 0.00733579\n",
      "e 0.000609067\n",
      "f 0.00639147\n",
      "g 0.00814714\n",
      "h 0.00421975\n",
      "i 0.00369967\n",
      "k 0.0511443\n",
      "l 0.0342417\n",
      "m 0.000430451\n",
      "n 0.000666301\n",
      "o 0.0076414\n",
      "p 0.146925\n",
      "q 0.0151752\n",
      "r 0.0454252\n",
      "s 0.000285282\n",
      "t 0.000413549\n",
      "u 0.0339096\n",
      "v 0.28155\n",
      "w 0.0715509\n",
      "x 0.0195899\n",
      "y 0.0210062\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000180869\n",
      "b 0.00247954\n",
      "c 0.121365\n",
      "d 0.00414668\n",
      "e 0.000518853\n",
      "f 0.00506747\n",
      "g 0.00713545\n",
      "h 0.00442451\n",
      "i 0.00317939\n",
      "k 0.0408481\n",
      "l 0.0150822\n",
      "m 0.000767027\n",
      "n 0.00109538\n",
      "o 0.00824068\n",
      "p 0.320437\n",
      "q 0.0522033\n",
      "r 0.0358294\n",
      "s 0.000394864\n",
      "t 0.000673043\n",
      "u 0.0417362\n",
      "v 0.207806\n",
      "w 0.0958664\n",
      "x 0.0138147\n",
      "y 0.0167089\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000144265\n",
      "b 0.00349958\n",
      "c 0.0926949\n",
      "d 0.0102766\n",
      "e 0.000841274\n",
      "f 0.00763761\n",
      "g 0.00551721\n",
      "h 0.00332173\n",
      "i 0.00524487\n",
      "k 0.0837771\n",
      "l 0.0145234\n",
      "m 0.000939664\n",
      "n 0.00138731\n",
      "o 0.00790924\n",
      "p 0.132071\n",
      "q 0.0209747\n",
      "r 0.108935\n",
      "s 0.000537286\n",
      "t 0.000681794\n",
      "u 0.101613\n",
      "v 0.285566\n",
      "w 0.0818714\n",
      "x 0.0226167\n",
      "y 0.00741795\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000155284\n",
      "b 0.00255343\n",
      "c 0.0816362\n",
      "d 0.00487373\n",
      "e 0.000692627\n",
      "f 0.0054614\n",
      "g 0.0129308\n",
      "h 0.00678493\n",
      "i 0.00476821\n",
      "k 0.0631191\n",
      "l 0.00479636\n",
      "m 0.000999205\n",
      "n 0.00203915\n",
      "o 0.0151762\n",
      "p 0.451427\n",
      "q 0.0256578\n",
      "r 0.0760328\n",
      "s 0.00118393\n",
      "t 0.00112186\n",
      "u 0.0428509\n",
      "v 0.0734471\n",
      "w 0.0319205\n",
      "x 0.0860108\n",
      "y 0.00436108\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000120836\n",
      "b 0.0027439\n",
      "c 0.0913175\n",
      "d 0.0104819\n",
      "e 0.00114698\n",
      "f 0.00673497\n",
      "g 0.0186274\n",
      "h 0.0132064\n",
      "i 0.00453197\n",
      "k 0.121764\n",
      "l 0.00567827\n",
      "m 0.000954218\n",
      "n 0.00213331\n",
      "o 0.0184957\n",
      "p 0.192327\n",
      "q 0.0120718\n",
      "r 0.19512\n",
      "s 0.00149037\n",
      "t 0.00100594\n",
      "u 0.0826355\n",
      "v 0.0824969\n",
      "w 0.0186979\n",
      "x 0.114608\n",
      "y 0.00160878\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000139425\n",
      "b 0.00315994\n",
      "c 0.0133609\n",
      "d 0.0101771\n",
      "e 0.00100788\n",
      "f 0.00648301\n",
      "g 0.0104741\n",
      "h 0.00463448\n",
      "i 0.00878227\n",
      "k 0.203004\n",
      "l 0.00297847\n",
      "m 0.00164296\n",
      "n 0.00410998\n",
      "o 0.00632684\n",
      "p 0.091903\n",
      "q 0.00500131\n",
      "r 0.279984\n",
      "s 0.00196245\n",
      "t 0.00163616\n",
      "u 0.116444\n",
      "v 0.074165\n",
      "w 0.0238855\n",
      "x 0.127425\n",
      "y 0.00131154\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000103486\n",
      "b 0.00338173\n",
      "c 0.0158055\n",
      "d 0.00530248\n",
      "e 0.000663458\n",
      "f 0.00297049\n",
      "g 0.0163878\n",
      "h 0.0072732\n",
      "i 0.00356584\n",
      "k 0.183336\n",
      "l 0.000987756\n",
      "m 0.000914091\n",
      "n 0.00261377\n",
      "o 0.00893608\n",
      "p 0.0425423\n",
      "q 0.00175668\n",
      "r 0.283726\n",
      "s 0.00227967\n",
      "t 0.00101086\n",
      "u 0.161249\n",
      "v 0.068371\n",
      "w 0.0159322\n",
      "x 0.170591\n",
      "y 0.00030018\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00634582\n",
      "b 0.00259562\n",
      "c 0.0120794\n",
      "d 0.000410259\n",
      "e 0.00214508\n",
      "f 0.000922777\n",
      "g 0.0774681\n",
      "h 0.15956\n",
      "i 0.00195254\n",
      "k 0.0331455\n",
      "l 0.00304902\n",
      "m 0.00738447\n",
      "n 0.027099\n",
      "o 0.0107521\n",
      "p 0.454463\n",
      "q 0.103141\n",
      "r 0.0150769\n",
      "s 0.0114568\n",
      "t 0.0186864\n",
      "u 0.0119867\n",
      "v 0.00119473\n",
      "w 0.000565679\n",
      "x 0.0364732\n",
      "y 0.00204605\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00397245\n",
      "b 0.00786451\n",
      "c 0.0305838\n",
      "d 0.00120861\n",
      "e 0.00494838\n",
      "f 0.00192009\n",
      "g 0.0477007\n",
      "h 0.24275\n",
      "i 0.00185893\n",
      "k 0.0482803\n",
      "l 0.00334781\n",
      "m 0.00669419\n",
      "n 0.0154349\n",
      "o 0.0181497\n",
      "p 0.28927\n",
      "q 0.136991\n",
      "r 0.0496626\n",
      "s 0.0112707\n",
      "t 0.00858584\n",
      "u 0.0443894\n",
      "v 0.00283895\n",
      "w 0.000720057\n",
      "x 0.0208164\n",
      "y 0.000740333\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00657752\n",
      "b 0.00113957\n",
      "c 0.0200336\n",
      "d 0.00180356\n",
      "e 0.00317899\n",
      "f 0.000457744\n",
      "g 0.0263484\n",
      "h 0.0231707\n",
      "i 0.00239235\n",
      "k 0.0141852\n",
      "l 0.00640084\n",
      "m 0.0160666\n",
      "n 0.053744\n",
      "o 0.00941939\n",
      "p 0.339556\n",
      "q 0.345786\n",
      "r 0.0295108\n",
      "s 0.0115249\n",
      "t 0.021933\n",
      "u 0.0192849\n",
      "v 0.00185403\n",
      "w 0.000455956\n",
      "x 0.0411502\n",
      "y 0.00402604\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0102677\n",
      "b 0.0010708\n",
      "c 0.0208016\n",
      "d 0.00129893\n",
      "e 0.00313775\n",
      "f 0.000310088\n",
      "g 0.0367875\n",
      "h 0.0444276\n",
      "i 0.0015984\n",
      "k 0.0149686\n",
      "l 0.00652321\n",
      "m 0.0113708\n",
      "n 0.0474255\n",
      "o 0.0108812\n",
      "p 0.347966\n",
      "q 0.308182\n",
      "r 0.0261681\n",
      "s 0.0160689\n",
      "t 0.029143\n",
      "u 0.0178892\n",
      "v 0.0012512\n",
      "w 0.00027898\n",
      "x 0.0393145\n",
      "y 0.00286922\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.0086952\n",
      "b 0.00134272\n",
      "c 0.0249304\n",
      "d 0.00123433\n",
      "e 0.00276407\n",
      "f 0.00044105\n",
      "g 0.0374984\n",
      "h 0.0797105\n",
      "i 0.00194869\n",
      "k 0.0163698\n",
      "l 0.00788235\n",
      "m 0.00712681\n",
      "n 0.0243314\n",
      "o 0.011594\n",
      "p 0.3858\n",
      "q 0.290079\n",
      "r 0.018479\n",
      "s 0.0125247\n",
      "t 0.017889\n",
      "u 0.0163793\n",
      "v 0.00135552\n",
      "w 0.000333219\n",
      "x 0.0283851\n",
      "y 0.00290576\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00550867\n",
      "b 0.00086391\n",
      "c 0.0116333\n",
      "d 0.000420309\n",
      "e 0.00174008\n",
      "f 0.000217839\n",
      "g 0.0296944\n",
      "h 0.0384437\n",
      "i 0.000994955\n",
      "k 0.00663261\n",
      "l 0.00170265\n",
      "m 0.0103093\n",
      "n 0.0358959\n",
      "o 0.00931736\n",
      "p 0.419273\n",
      "q 0.35448\n",
      "r 0.0104479\n",
      "s 0.0103173\n",
      "t 0.0182454\n",
      "u 0.00765153\n",
      "v 0.000675548\n",
      "w 0.000253063\n",
      "x 0.0232244\n",
      "y 0.00205707\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0202849\n",
      "b 0.00172034\n",
      "c 0.0183616\n",
      "d 0.00115906\n",
      "e 0.00329151\n",
      "f 0.000477434\n",
      "g 0.0703521\n",
      "h 0.0819216\n",
      "i 0.00290309\n",
      "k 0.0184183\n",
      "l 0.00592867\n",
      "m 0.0189349\n",
      "n 0.0800939\n",
      "o 0.016682\n",
      "p 0.245247\n",
      "q 0.250565\n",
      "r 0.0194029\n",
      "s 0.024919\n",
      "t 0.0511592\n",
      "u 0.0167393\n",
      "v 0.00136075\n",
      "w 0.000490005\n",
      "x 0.0450648\n",
      "y 0.00452326\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0127327\n",
      "b 0.00172122\n",
      "c 0.0171534\n",
      "d 0.00107049\n",
      "e 0.00322312\n",
      "f 0.00046737\n",
      "g 0.0524368\n",
      "h 0.0763289\n",
      "i 0.00207313\n",
      "k 0.0152676\n",
      "l 0.00434082\n",
      "m 0.0124386\n",
      "n 0.0508556\n",
      "o 0.0124498\n",
      "p 0.356541\n",
      "q 0.241875\n",
      "r 0.0195604\n",
      "s 0.0203585\n",
      "t 0.031934\n",
      "u 0.0155533\n",
      "v 0.000945546\n",
      "w 0.000295013\n",
      "x 0.0479301\n",
      "y 0.00244706\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00711292\n",
      "b 0.000516776\n",
      "c 0.0117246\n",
      "d 0.000541823\n",
      "e 0.00215456\n",
      "f 0.000170585\n",
      "g 0.0479527\n",
      "h 0.064221\n",
      "i 0.00121611\n",
      "k 0.0076949\n",
      "l 0.00308003\n",
      "m 0.0102592\n",
      "n 0.038895\n",
      "o 0.00997528\n",
      "p 0.380517\n",
      "q 0.326571\n",
      "r 0.0106837\n",
      "s 0.0145903\n",
      "t 0.0232502\n",
      "u 0.00723814\n",
      "v 0.000776003\n",
      "w 0.000249488\n",
      "x 0.0273817\n",
      "y 0.00322724\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00392289\n",
      "b 0.000508536\n",
      "c 0.0183183\n",
      "d 0.000268567\n",
      "e 0.000927626\n",
      "f 0.000110908\n",
      "g 0.0104143\n",
      "h 0.0108951\n",
      "i 0.000521238\n",
      "k 0.00140034\n",
      "l 0.0011689\n",
      "m 0.00636178\n",
      "n 0.0165157\n",
      "o 0.00849447\n",
      "p 0.284816\n",
      "q 0.606328\n",
      "r 0.00272498\n",
      "s 0.00468284\n",
      "t 0.00812876\n",
      "u 0.00276384\n",
      "v 0.000369592\n",
      "w 0.000172239\n",
      "x 0.00804196\n",
      "y 0.00214235\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0038266\n",
      "b 0.00239619\n",
      "c 0.00971773\n",
      "d 0.00059888\n",
      "e 0.000927637\n",
      "f 0.000802628\n",
      "g 0.0170533\n",
      "h 0.0288199\n",
      "i 0.00110223\n",
      "k 0.0181957\n",
      "l 0.00754704\n",
      "m 0.00573207\n",
      "n 0.0166984\n",
      "o 0.00297576\n",
      "p 0.43419\n",
      "q 0.400048\n",
      "r 0.0128303\n",
      "s 0.00246444\n",
      "t 0.00789552\n",
      "u 0.0137697\n",
      "v 0.00147938\n",
      "w 0.000621178\n",
      "x 0.00783829\n",
      "y 0.00246904\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00204482\n",
      "b 0.000753278\n",
      "c 0.00598481\n",
      "d 0.000173378\n",
      "e 0.00068275\n",
      "f 0.000162674\n",
      "g 0.0139527\n",
      "h 0.0248475\n",
      "i 0.00029207\n",
      "k 0.00320493\n",
      "l 0.00100904\n",
      "m 0.00364172\n",
      "n 0.0112014\n",
      "o 0.00250966\n",
      "p 0.507569\n",
      "q 0.396177\n",
      "r 0.00508494\n",
      "s 0.00244827\n",
      "t 0.00525244\n",
      "u 0.00423683\n",
      "v 0.000377799\n",
      "w 0.000168898\n",
      "x 0.00723397\n",
      "y 0.000990665\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00126343\n",
      "b 0.000282851\n",
      "c 0.00289813\n",
      "d 3.77742e-05\n",
      "e 0.000214536\n",
      "f 4.85329e-05\n",
      "g 0.00688826\n",
      "h 0.0155518\n",
      "i 0.000106147\n",
      "k 0.000725798\n",
      "l 0.000360247\n",
      "m 0.00189682\n",
      "n 0.00513388\n",
      "o 0.00163154\n",
      "p 0.360858\n",
      "q 0.594344\n",
      "r 0.000999065\n",
      "s 0.00095169\n",
      "t 0.00253015\n",
      "u 0.000986453\n",
      "v 9.31791e-05\n",
      "w 5.73925e-05\n",
      "x 0.00158134\n",
      "y 0.00055889\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00454418\n",
      "b 0.00126272\n",
      "c 0.00404617\n",
      "d 0.000212207\n",
      "e 0.000672078\n",
      "f 0.000321653\n",
      "g 0.00947413\n",
      "h 0.0181456\n",
      "i 0.000608186\n",
      "k 0.004498\n",
      "l 0.00214467\n",
      "m 0.00502707\n",
      "n 0.0151195\n",
      "o 0.00143733\n",
      "p 0.393011\n",
      "q 0.51125\n",
      "r 0.00411908\n",
      "s 0.00225276\n",
      "t 0.00849681\n",
      "u 0.00482339\n",
      "v 0.000427993\n",
      "w 0.000255265\n",
      "x 0.00542624\n",
      "y 0.00242416\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.016333\n",
      "b 0.00140261\n",
      "c 0.0278847\n",
      "d 0.00143341\n",
      "e 0.00481922\n",
      "f 0.00101498\n",
      "g 0.0691065\n",
      "h 0.0646735\n",
      "i 0.00263965\n",
      "k 0.0238192\n",
      "l 0.0212464\n",
      "m 0.0135114\n",
      "n 0.0488604\n",
      "o 0.00927032\n",
      "p 0.368288\n",
      "q 0.213403\n",
      "r 0.0119364\n",
      "s 0.00994014\n",
      "t 0.0387596\n",
      "u 0.00810121\n",
      "v 0.00178472\n",
      "w 0.000739924\n",
      "x 0.0269649\n",
      "y 0.0140669\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0151759\n",
      "b 0.000873152\n",
      "c 0.0247473\n",
      "d 0.00166488\n",
      "e 0.00385659\n",
      "f 0.000836993\n",
      "g 0.0689052\n",
      "h 0.0642597\n",
      "i 0.00254362\n",
      "k 0.039423\n",
      "l 0.0694624\n",
      "m 0.0142409\n",
      "n 0.0616395\n",
      "o 0.00672063\n",
      "p 0.323454\n",
      "q 0.175373\n",
      "r 0.0154289\n",
      "s 0.00891724\n",
      "t 0.0406845\n",
      "u 0.0109094\n",
      "v 0.00305493\n",
      "w 0.000891138\n",
      "x 0.0281866\n",
      "y 0.0187502\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0171149\n",
      "b 0.00089513\n",
      "c 0.0136632\n",
      "d 0.00107398\n",
      "e 0.00264807\n",
      "f 0.00062602\n",
      "g 0.0598219\n",
      "h 0.0491726\n",
      "i 0.00227666\n",
      "k 0.0218753\n",
      "l 0.0202917\n",
      "m 0.00963899\n",
      "n 0.0428388\n",
      "o 0.00484452\n",
      "p 0.410875\n",
      "q 0.236661\n",
      "r 0.00862043\n",
      "s 0.00807058\n",
      "t 0.0401606\n",
      "u 0.00594702\n",
      "v 0.00129314\n",
      "w 0.000625117\n",
      "x 0.0253722\n",
      "y 0.0155938\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0247417\n",
      "b 0.000502376\n",
      "c 0.0189277\n",
      "d 0.00145163\n",
      "e 0.00318954\n",
      "f 0.000370343\n",
      "g 0.0577547\n",
      "h 0.027109\n",
      "i 0.00259123\n",
      "k 0.0264773\n",
      "l 0.0448586\n",
      "m 0.0180403\n",
      "n 0.0919103\n",
      "o 0.008918\n",
      "p 0.28881\n",
      "q 0.225608\n",
      "r 0.00996328\n",
      "s 0.0111479\n",
      "t 0.0753517\n",
      "u 0.00698854\n",
      "v 0.0021725\n",
      "w 0.000750408\n",
      "x 0.0273583\n",
      "y 0.0250067\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0153015\n",
      "b 0.000559714\n",
      "c 0.0229893\n",
      "d 0.00107823\n",
      "e 0.00218468\n",
      "f 0.000323572\n",
      "g 0.0468475\n",
      "h 0.0312199\n",
      "i 0.00136439\n",
      "k 0.0126199\n",
      "l 0.0248409\n",
      "m 0.0126448\n",
      "n 0.0567663\n",
      "o 0.00833523\n",
      "p 0.31305\n",
      "q 0.359994\n",
      "r 0.00779061\n",
      "s 0.00697779\n",
      "t 0.037555\n",
      "u 0.0058517\n",
      "v 0.00131617\n",
      "w 0.000448549\n",
      "x 0.0188271\n",
      "y 0.0111135\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0230275\n",
      "b 0.000624419\n",
      "c 0.0379914\n",
      "d 0.0028807\n",
      "e 0.00418494\n",
      "f 0.000781448\n",
      "g 0.0688586\n",
      "h 0.0449349\n",
      "i 0.00295776\n",
      "k 0.0407627\n",
      "l 0.156469\n",
      "m 0.0110453\n",
      "n 0.050476\n",
      "o 0.00837634\n",
      "p 0.24178\n",
      "q 0.157186\n",
      "r 0.0116016\n",
      "s 0.00785507\n",
      "t 0.0511646\n",
      "u 0.00895877\n",
      "v 0.00432468\n",
      "w 0.00122088\n",
      "x 0.0229008\n",
      "y 0.0396373\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0190547\n",
      "b 0.00177476\n",
      "c 0.0891528\n",
      "d 0.00622856\n",
      "e 0.00378509\n",
      "f 0.00136465\n",
      "g 0.0714157\n",
      "h 0.0337038\n",
      "i 0.00387431\n",
      "k 0.0742532\n",
      "l 0.168958\n",
      "m 0.00914187\n",
      "n 0.0338802\n",
      "o 0.0141957\n",
      "p 0.154858\n",
      "q 0.12909\n",
      "r 0.025118\n",
      "s 0.00532841\n",
      "t 0.0309874\n",
      "u 0.0308937\n",
      "v 0.0230602\n",
      "w 0.00625022\n",
      "x 0.0216541\n",
      "y 0.0419766\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.029106\n",
      "b 0.00183239\n",
      "c 0.0296259\n",
      "d 0.00425125\n",
      "e 0.00629334\n",
      "f 0.00256521\n",
      "g 0.066468\n",
      "h 0.0295728\n",
      "i 0.00888154\n",
      "k 0.0464748\n",
      "l 0.104612\n",
      "m 0.0187742\n",
      "n 0.0586196\n",
      "o 0.00569472\n",
      "p 0.209956\n",
      "q 0.143759\n",
      "r 0.013365\n",
      "s 0.00796558\n",
      "t 0.0541387\n",
      "u 0.0130757\n",
      "v 0.00913721\n",
      "w 0.004784\n",
      "x 0.0203884\n",
      "y 0.110659\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00399154\n",
      "b 0.000496783\n",
      "c 0.110141\n",
      "d 0.00189607\n",
      "e 0.00140389\n",
      "f 0.00168735\n",
      "g 0.170726\n",
      "h 0.105787\n",
      "i 0.00395783\n",
      "k 0.0569893\n",
      "l 0.262516\n",
      "m 0.00231338\n",
      "n 0.00686876\n",
      "o 0.0105451\n",
      "p 0.112137\n",
      "q 0.0420815\n",
      "r 0.00667197\n",
      "s 0.00154502\n",
      "t 0.00641336\n",
      "u 0.00465229\n",
      "v 0.0105459\n",
      "w 0.00376968\n",
      "x 0.0111488\n",
      "y 0.0617153\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0103409\n",
      "b 0.00119574\n",
      "c 0.0636648\n",
      "d 0.00221932\n",
      "e 0.00164133\n",
      "f 0.00229833\n",
      "g 0.145633\n",
      "h 0.164783\n",
      "i 0.00613981\n",
      "k 0.0633966\n",
      "l 0.160619\n",
      "m 0.00413476\n",
      "n 0.0147498\n",
      "o 0.0128645\n",
      "p 0.184043\n",
      "q 0.0604332\n",
      "r 0.00880885\n",
      "s 0.00403302\n",
      "t 0.0149099\n",
      "u 0.00873055\n",
      "v 0.00592011\n",
      "w 0.00248326\n",
      "x 0.0254517\n",
      "y 0.0315069\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0252305\n",
      "b 0.00275795\n",
      "c 0.0349706\n",
      "d 0.00391875\n",
      "e 0.00505984\n",
      "f 0.00182868\n",
      "g 0.123566\n",
      "h 0.0702642\n",
      "i 0.00800676\n",
      "k 0.0670617\n",
      "l 0.0271728\n",
      "m 0.0126303\n",
      "n 0.0534412\n",
      "o 0.0170946\n",
      "p 0.24062\n",
      "q 0.105806\n",
      "r 0.0258144\n",
      "s 0.0175167\n",
      "t 0.0553317\n",
      "u 0.020135\n",
      "v 0.00419266\n",
      "w 0.00168817\n",
      "x 0.0602304\n",
      "y 0.0156609\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00936125\n",
      "b 0.00171911\n",
      "c 0.0237238\n",
      "d 0.00242828\n",
      "e 0.00265037\n",
      "f 0.000894273\n",
      "g 0.0924869\n",
      "h 0.117005\n",
      "i 0.00247787\n",
      "k 0.0425075\n",
      "l 0.017484\n",
      "m 0.0059045\n",
      "n 0.0261061\n",
      "o 0.0101584\n",
      "p 0.366934\n",
      "q 0.132014\n",
      "r 0.0275341\n",
      "s 0.0100627\n",
      "t 0.0234334\n",
      "u 0.0251779\n",
      "v 0.00396762\n",
      "w 0.00113345\n",
      "x 0.0490128\n",
      "y 0.0058226\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.021154\n",
      "b 0.0016586\n",
      "c 0.0336455\n",
      "d 0.00326832\n",
      "e 0.00367601\n",
      "f 0.000768712\n",
      "g 0.0658337\n",
      "h 0.0792093\n",
      "i 0.00622508\n",
      "k 0.0408119\n",
      "l 0.0205869\n",
      "m 0.00837725\n",
      "n 0.0318229\n",
      "o 0.0185288\n",
      "p 0.300854\n",
      "q 0.185716\n",
      "r 0.0235877\n",
      "s 0.019121\n",
      "t 0.0398734\n",
      "u 0.0259116\n",
      "v 0.00506087\n",
      "w 0.00161382\n",
      "x 0.049083\n",
      "y 0.0136124\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0255739\n",
      "b 0.00258452\n",
      "c 0.0373632\n",
      "d 0.00342902\n",
      "e 0.00346906\n",
      "f 0.00115869\n",
      "g 0.0648588\n",
      "h 0.112757\n",
      "i 0.00558616\n",
      "k 0.0450868\n",
      "l 0.0373081\n",
      "m 0.00724596\n",
      "n 0.0266387\n",
      "o 0.0144471\n",
      "p 0.266293\n",
      "q 0.194792\n",
      "r 0.0215125\n",
      "s 0.0154552\n",
      "t 0.0338107\n",
      "u 0.0293099\n",
      "v 0.00450136\n",
      "w 0.00139215\n",
      "x 0.0334437\n",
      "y 0.0119825\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.039496\n",
      "b 0.00350649\n",
      "c 0.0432867\n",
      "d 0.00365949\n",
      "e 0.0035326\n",
      "f 0.00171045\n",
      "g 0.0794533\n",
      "h 0.0961648\n",
      "i 0.01084\n",
      "k 0.0512732\n",
      "l 0.0508124\n",
      "m 0.0121758\n",
      "n 0.0395675\n",
      "o 0.0156159\n",
      "p 0.17877\n",
      "q 0.192746\n",
      "r 0.0193565\n",
      "s 0.0147921\n",
      "t 0.0436354\n",
      "u 0.0313752\n",
      "v 0.00690364\n",
      "w 0.00276279\n",
      "x 0.0289414\n",
      "y 0.0296217\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.039976\n",
      "b 0.00246916\n",
      "c 0.0507865\n",
      "d 0.00743321\n",
      "e 0.00435712\n",
      "f 0.00205564\n",
      "g 0.0791451\n",
      "h 0.0722168\n",
      "i 0.0149474\n",
      "k 0.0750764\n",
      "l 0.153875\n",
      "m 0.0106667\n",
      "n 0.0363893\n",
      "o 0.012575\n",
      "p 0.119869\n",
      "q 0.12007\n",
      "r 0.0212934\n",
      "s 0.0126885\n",
      "t 0.0418394\n",
      "u 0.0314964\n",
      "v 0.010137\n",
      "w 0.00322585\n",
      "x 0.0288052\n",
      "y 0.0486048\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0140796\n",
      "b 0.00136344\n",
      "c 0.0177873\n",
      "d 0.00192776\n",
      "e 0.00180207\n",
      "f 0.000593215\n",
      "g 0.0492135\n",
      "h 0.0904338\n",
      "i 0.00302178\n",
      "k 0.0255647\n",
      "l 0.0199596\n",
      "m 0.00410328\n",
      "n 0.0150255\n",
      "o 0.00714647\n",
      "p 0.385095\n",
      "q 0.267636\n",
      "r 0.0127601\n",
      "s 0.00812827\n",
      "t 0.0206411\n",
      "u 0.0178318\n",
      "v 0.00358614\n",
      "w 0.00133184\n",
      "x 0.0194194\n",
      "y 0.0115487\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00887619\n",
      "b 0.00501145\n",
      "c 0.0229411\n",
      "d 0.00160983\n",
      "e 0.002204\n",
      "f 0.00127927\n",
      "g 0.0418479\n",
      "h 0.180506\n",
      "i 0.00288916\n",
      "k 0.0233248\n",
      "l 0.00665777\n",
      "m 0.0044595\n",
      "n 0.0129577\n",
      "o 0.0117989\n",
      "p 0.343373\n",
      "q 0.231203\n",
      "r 0.0187439\n",
      "s 0.0107914\n",
      "t 0.0109585\n",
      "u 0.0306172\n",
      "v 0.00184229\n",
      "w 0.000595153\n",
      "x 0.0239567\n",
      "y 0.00155575\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0127935\n",
      "b 0.0030117\n",
      "c 0.0152511\n",
      "d 0.0010083\n",
      "e 0.00175486\n",
      "f 0.000712068\n",
      "g 0.0425102\n",
      "h 0.131638\n",
      "i 0.00197649\n",
      "k 0.0156843\n",
      "l 0.00616769\n",
      "m 0.00525004\n",
      "n 0.0197314\n",
      "o 0.00652088\n",
      "p 0.369296\n",
      "q 0.267899\n",
      "r 0.0153477\n",
      "s 0.0104573\n",
      "t 0.0175343\n",
      "u 0.023496\n",
      "v 0.0014813\n",
      "w 0.000509433\n",
      "x 0.0272321\n",
      "y 0.00273671\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.025503\n",
      "b 0.00156403\n",
      "c 0.0375062\n",
      "d 0.00286793\n",
      "e 0.00296167\n",
      "f 0.000806968\n",
      "g 0.139393\n",
      "h 0.0787349\n",
      "i 0.00424957\n",
      "k 0.0371088\n",
      "l 0.0419658\n",
      "m 0.00979416\n",
      "n 0.0368602\n",
      "o 0.0201151\n",
      "p 0.256146\n",
      "q 0.163015\n",
      "r 0.0120527\n",
      "s 0.00968704\n",
      "t 0.0431287\n",
      "u 0.0155544\n",
      "v 0.00665972\n",
      "w 0.00309752\n",
      "x 0.02221\n",
      "y 0.0290171\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0238534\n",
      "b 0.0006877\n",
      "c 0.02286\n",
      "d 0.00541473\n",
      "e 0.00218108\n",
      "f 0.00105352\n",
      "g 0.0235465\n",
      "h 0.0112289\n",
      "i 0.00551515\n",
      "k 0.0766232\n",
      "l 0.515553\n",
      "m 0.00438064\n",
      "n 0.0176085\n",
      "o 0.00315844\n",
      "p 0.0334895\n",
      "q 0.0251147\n",
      "r 0.0100446\n",
      "s 0.00273228\n",
      "t 0.0290466\n",
      "u 0.0182856\n",
      "v 0.0283917\n",
      "w 0.00885836\n",
      "x 0.00739163\n",
      "y 0.12298\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0155323\n",
      "b 0.00242388\n",
      "c 0.0471843\n",
      "d 0.00311467\n",
      "e 0.00321954\n",
      "f 0.00244457\n",
      "g 0.0191965\n",
      "h 0.040114\n",
      "i 0.00862935\n",
      "k 0.0802326\n",
      "l 0.232047\n",
      "m 0.00993293\n",
      "n 0.0252214\n",
      "o 0.00867449\n",
      "p 0.213765\n",
      "q 0.146728\n",
      "r 0.019721\n",
      "s 0.0061791\n",
      "t 0.020592\n",
      "u 0.0346629\n",
      "v 0.0140287\n",
      "w 0.0033754\n",
      "x 0.0125644\n",
      "y 0.0304146\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00362443\n",
      "b 0.00156793\n",
      "c 0.0397837\n",
      "d 0.0018643\n",
      "e 0.00367833\n",
      "f 0.00123862\n",
      "g 0.0324119\n",
      "h 0.0343428\n",
      "i 0.00290999\n",
      "k 0.0614859\n",
      "l 0.0277823\n",
      "m 0.0119732\n",
      "n 0.035564\n",
      "o 0.0162705\n",
      "p 0.458825\n",
      "q 0.127196\n",
      "r 0.0454726\n",
      "s 0.00827684\n",
      "t 0.0156383\n",
      "u 0.0264745\n",
      "v 0.00579425\n",
      "w 0.00122696\n",
      "x 0.032072\n",
      "y 0.00452579\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00528721\n",
      "b 0.00104238\n",
      "c 0.0553922\n",
      "d 0.00272982\n",
      "e 0.0035524\n",
      "f 0.00110251\n",
      "g 0.0245784\n",
      "h 0.0321683\n",
      "i 0.00318793\n",
      "k 0.0579174\n",
      "l 0.0933162\n",
      "m 0.00998782\n",
      "n 0.0295764\n",
      "o 0.01352\n",
      "p 0.370371\n",
      "q 0.168644\n",
      "r 0.0348549\n",
      "s 0.00714437\n",
      "t 0.0167983\n",
      "u 0.0260195\n",
      "v 0.00873893\n",
      "w 0.00157054\n",
      "x 0.0219344\n",
      "y 0.0105652\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0014919\n",
      "b 0.00112869\n",
      "c 0.0386608\n",
      "d 0.000447591\n",
      "e 0.00170137\n",
      "f 0.000373688\n",
      "g 0.010751\n",
      "h 0.0106571\n",
      "i 0.00054207\n",
      "k 0.00445195\n",
      "l 0.0022643\n",
      "m 0.00681386\n",
      "n 0.0123241\n",
      "o 0.0173351\n",
      "p 0.530204\n",
      "q 0.328196\n",
      "r 0.0071449\n",
      "s 0.002744\n",
      "t 0.00523202\n",
      "u 0.00588766\n",
      "v 0.00178045\n",
      "w 0.000735669\n",
      "x 0.00688769\n",
      "y 0.00224427\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00350358\n",
      "b 0.0029447\n",
      "c 0.142067\n",
      "d 0.00272202\n",
      "e 0.00782534\n",
      "f 0.00180146\n",
      "g 0.0118668\n",
      "h 0.0214508\n",
      "i 0.00628955\n",
      "k 0.0148179\n",
      "l 0.00869894\n",
      "m 0.0126801\n",
      "n 0.0159047\n",
      "o 0.0338777\n",
      "p 0.33167\n",
      "q 0.252683\n",
      "r 0.0280869\n",
      "s 0.0131239\n",
      "t 0.0079432\n",
      "u 0.0283399\n",
      "v 0.0120839\n",
      "w 0.00342093\n",
      "x 0.0254767\n",
      "y 0.0107213\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00939107\n",
      "b 0.00163401\n",
      "c 0.0780919\n",
      "d 0.00154054\n",
      "e 0.00544374\n",
      "f 0.00119479\n",
      "g 0.0128564\n",
      "h 0.0186724\n",
      "i 0.00678711\n",
      "k 0.0154817\n",
      "l 0.0245766\n",
      "m 0.0218148\n",
      "n 0.0380604\n",
      "o 0.0287726\n",
      "p 0.328443\n",
      "q 0.289139\n",
      "r 0.0125483\n",
      "s 0.0145536\n",
      "t 0.0216502\n",
      "u 0.0152396\n",
      "v 0.00695956\n",
      "w 0.00241494\n",
      "x 0.0204454\n",
      "y 0.024288\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00431102\n",
      "b 0.00191392\n",
      "c 0.162864\n",
      "d 0.00240838\n",
      "e 0.00320622\n",
      "f 0.001042\n",
      "g 0.0182931\n",
      "h 0.0289815\n",
      "i 0.00321497\n",
      "k 0.0125146\n",
      "l 0.016838\n",
      "m 0.00880351\n",
      "n 0.016103\n",
      "o 0.0366842\n",
      "p 0.268459\n",
      "q 0.316844\n",
      "r 0.0184277\n",
      "s 0.00683633\n",
      "t 0.00846741\n",
      "u 0.0228507\n",
      "v 0.0103445\n",
      "w 0.00277842\n",
      "x 0.0182765\n",
      "y 0.0095372\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00619897\n",
      "b 0.00195474\n",
      "c 0.106375\n",
      "d 0.00193698\n",
      "e 0.00599337\n",
      "f 0.00128465\n",
      "g 0.0113653\n",
      "h 0.0100891\n",
      "i 0.00783023\n",
      "k 0.00659219\n",
      "l 0.00683831\n",
      "m 0.0297077\n",
      "n 0.0407743\n",
      "o 0.0467714\n",
      "p 0.2527\n",
      "q 0.359294\n",
      "r 0.0121735\n",
      "s 0.0150869\n",
      "t 0.0165489\n",
      "u 0.0122575\n",
      "v 0.00592406\n",
      "w 0.00275266\n",
      "x 0.0210464\n",
      "y 0.0185043\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00317527\n",
      "b 0.000788353\n",
      "c 0.077693\n",
      "d 0.00101931\n",
      "e 0.00275937\n",
      "f 0.000445484\n",
      "g 0.00722412\n",
      "h 0.0115761\n",
      "i 0.00232011\n",
      "k 0.00362886\n",
      "l 0.00773493\n",
      "m 0.0108746\n",
      "n 0.0146021\n",
      "o 0.0205403\n",
      "p 0.243663\n",
      "q 0.537663\n",
      "r 0.0068761\n",
      "s 0.00504046\n",
      "t 0.0065971\n",
      "u 0.00885391\n",
      "v 0.00503567\n",
      "w 0.00162699\n",
      "x 0.00694104\n",
      "y 0.0133208\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00613191\n",
      "b 0.00106843\n",
      "c 0.0308242\n",
      "d 0.000493419\n",
      "e 0.00227861\n",
      "f 0.000305307\n",
      "g 0.0109928\n",
      "h 0.0196899\n",
      "i 0.00177495\n",
      "k 0.00499559\n",
      "l 0.00515557\n",
      "m 0.0126434\n",
      "n 0.0230883\n",
      "o 0.0163542\n",
      "p 0.360266\n",
      "q 0.439928\n",
      "r 0.00591812\n",
      "s 0.00896759\n",
      "t 0.0131042\n",
      "u 0.010372\n",
      "v 0.00370916\n",
      "w 0.00161206\n",
      "x 0.0100635\n",
      "y 0.0102622\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00365858\n",
      "b 0.000225408\n",
      "c 0.00812798\n",
      "d 0.000287289\n",
      "e 0.00176742\n",
      "f 0.000108373\n",
      "g 0.0137476\n",
      "h 0.0172596\n",
      "i 0.000866143\n",
      "k 0.00313289\n",
      "l 0.00181208\n",
      "m 0.00826443\n",
      "n 0.0295188\n",
      "o 0.00614591\n",
      "p 0.5698\n",
      "q 0.25577\n",
      "r 0.00714959\n",
      "s 0.0120486\n",
      "t 0.0186741\n",
      "u 0.00418175\n",
      "v 0.000600607\n",
      "w 0.000195409\n",
      "x 0.032601\n",
      "y 0.00405612\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00156028\n",
      "b 0.000238841\n",
      "c 0.00678553\n",
      "d 0.000128725\n",
      "e 0.000275416\n",
      "f 5.55926e-05\n",
      "g 0.00465281\n",
      "h 0.0215784\n",
      "i 0.000242906\n",
      "k 0.00141763\n",
      "l 0.00214892\n",
      "m 0.00131836\n",
      "n 0.00347533\n",
      "o 0.00180349\n",
      "p 0.298949\n",
      "q 0.639793\n",
      "r 0.00265605\n",
      "s 0.00131643\n",
      "t 0.0022721\n",
      "u 0.00427395\n",
      "v 0.000533325\n",
      "w 0.000144168\n",
      "x 0.00286912\n",
      "y 0.00151106\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0013591\n",
      "b 0.000140368\n",
      "c 0.0041306\n",
      "d 0.000101978\n",
      "e 0.000192805\n",
      "f 3.6737e-05\n",
      "g 0.0038162\n",
      "h 0.0121434\n",
      "i 0.000192335\n",
      "k 0.00143763\n",
      "l 0.00225233\n",
      "m 0.00107499\n",
      "n 0.00342778\n",
      "o 0.00119146\n",
      "p 0.357838\n",
      "q 0.596297\n",
      "r 0.00225567\n",
      "s 0.00102047\n",
      "t 0.00254234\n",
      "u 0.00317215\n",
      "v 0.000492578\n",
      "w 0.000143991\n",
      "x 0.00292696\n",
      "y 0.00181285\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000782445\n",
      "b 7.84066e-05\n",
      "c 0.00245695\n",
      "d 4.51526e-05\n",
      "e 0.000161596\n",
      "f 3.05919e-05\n",
      "g 0.00501426\n",
      "h 0.0160437\n",
      "i 0.000124255\n",
      "k 0.000952732\n",
      "l 0.00105423\n",
      "m 0.000914829\n",
      "n 0.00312261\n",
      "o 0.000967434\n",
      "p 0.534126\n",
      "q 0.423288\n",
      "r 0.00142399\n",
      "s 0.000915665\n",
      "t 0.00224063\n",
      "u 0.00121568\n",
      "v 0.00020992\n",
      "w 8.00582e-05\n",
      "x 0.00332324\n",
      "y 0.00142704\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000901692\n",
      "b 9.8626e-05\n",
      "c 0.00329145\n",
      "d 4.83472e-05\n",
      "e 0.00024474\n",
      "f 3.73339e-05\n",
      "g 0.0060467\n",
      "h 0.0224992\n",
      "i 0.000122622\n",
      "k 0.000675585\n",
      "l 0.00093225\n",
      "m 0.00137321\n",
      "n 0.00387418\n",
      "o 0.00134874\n",
      "p 0.458182\n",
      "q 0.490538\n",
      "r 0.00121673\n",
      "s 0.0010833\n",
      "t 0.00228009\n",
      "u 0.00105121\n",
      "v 0.00017041\n",
      "w 6.88414e-05\n",
      "x 0.00256461\n",
      "y 0.00135039\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00234783\n",
      "b 0.000313811\n",
      "c 0.00767016\n",
      "d 0.000105698\n",
      "e 0.000807571\n",
      "f 0.000126319\n",
      "g 0.00925109\n",
      "h 0.0208054\n",
      "i 0.000440326\n",
      "k 0.001437\n",
      "l 0.0013661\n",
      "m 0.00421695\n",
      "n 0.0104159\n",
      "o 0.00538999\n",
      "p 0.58619\n",
      "q 0.324231\n",
      "r 0.00171009\n",
      "s 0.00392314\n",
      "t 0.00711085\n",
      "u 0.00165795\n",
      "v 0.000355786\n",
      "w 0.0002153\n",
      "x 0.00693952\n",
      "y 0.00297221\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00415759\n",
      "b 0.000840411\n",
      "c 0.0756146\n",
      "d 0.000294567\n",
      "e 0.00229379\n",
      "f 0.00035892\n",
      "g 0.0127414\n",
      "h 0.0351716\n",
      "i 0.00149195\n",
      "k 0.00313858\n",
      "l 0.00515628\n",
      "m 0.00747606\n",
      "n 0.0112521\n",
      "o 0.0231719\n",
      "p 0.332937\n",
      "q 0.450839\n",
      "r 0.00302603\n",
      "s 0.00640428\n",
      "t 0.00618075\n",
      "u 0.00365117\n",
      "v 0.00115785\n",
      "w 0.000441405\n",
      "x 0.00634156\n",
      "y 0.00586077\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0016714\n",
      "b 0.00453266\n",
      "c 0.191532\n",
      "d 0.00139928\n",
      "e 0.00319131\n",
      "f 0.00178515\n",
      "g 0.00858147\n",
      "h 0.00639064\n",
      "i 0.00229458\n",
      "k 0.00919092\n",
      "l 0.00371398\n",
      "m 0.00873195\n",
      "n 0.0111121\n",
      "o 0.0458664\n",
      "p 0.360475\n",
      "q 0.275413\n",
      "r 0.0166851\n",
      "s 0.00377774\n",
      "t 0.00430501\n",
      "u 0.0152813\n",
      "v 0.00737038\n",
      "w 0.00293527\n",
      "x 0.009813\n",
      "y 0.0039499\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00411813\n",
      "b 0.00223769\n",
      "c 0.26827\n",
      "d 0.00745985\n",
      "e 0.0142468\n",
      "f 0.00309996\n",
      "g 0.0182728\n",
      "h 0.0190245\n",
      "i 0.0246599\n",
      "k 0.0443635\n",
      "l 0.0187835\n",
      "m 0.015335\n",
      "n 0.0209571\n",
      "o 0.0934795\n",
      "p 0.135397\n",
      "q 0.0741818\n",
      "r 0.050812\n",
      "s 0.0295157\n",
      "t 0.0124009\n",
      "u 0.036603\n",
      "v 0.0235086\n",
      "w 0.0049697\n",
      "x 0.0610242\n",
      "y 0.0172794\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.00258376\n",
      "b 0.00165567\n",
      "c 0.112487\n",
      "d 0.0119365\n",
      "e 0.00396046\n",
      "f 0.0037495\n",
      "g 0.0388296\n",
      "h 0.0285466\n",
      "i 0.0176586\n",
      "k 0.207247\n",
      "l 0.0833619\n",
      "m 0.00511658\n",
      "n 0.0149224\n",
      "o 0.0223693\n",
      "p 0.09269\n",
      "q 0.0227759\n",
      "r 0.106364\n",
      "s 0.00849936\n",
      "t 0.0085635\n",
      "u 0.0622542\n",
      "v 0.0322849\n",
      "w 0.00471433\n",
      "x 0.0983627\n",
      "y 0.00906589\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00242422\n",
      "b 0.0019398\n",
      "c 0.091527\n",
      "d 0.0106451\n",
      "e 0.00209204\n",
      "f 0.00393226\n",
      "g 0.0188099\n",
      "h 0.0417656\n",
      "i 0.0143168\n",
      "k 0.211989\n",
      "l 0.167159\n",
      "m 0.00200289\n",
      "n 0.00519009\n",
      "o 0.0114981\n",
      "p 0.122736\n",
      "q 0.0473352\n",
      "r 0.0806993\n",
      "s 0.00476466\n",
      "t 0.00441359\n",
      "u 0.0753009\n",
      "v 0.029506\n",
      "w 0.00390051\n",
      "x 0.0386455\n",
      "y 0.00740631\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00608892\n",
      "b 0.00223566\n",
      "c 0.138956\n",
      "d 0.00976949\n",
      "e 0.00317109\n",
      "f 0.00394135\n",
      "g 0.0417029\n",
      "h 0.0583628\n",
      "i 0.0283978\n",
      "k 0.162939\n",
      "l 0.099721\n",
      "m 0.00365252\n",
      "n 0.0103581\n",
      "o 0.0243301\n",
      "p 0.0957073\n",
      "q 0.0442049\n",
      "r 0.0617774\n",
      "s 0.0141169\n",
      "t 0.0099105\n",
      "u 0.0511761\n",
      "v 0.0178284\n",
      "w 0.00338683\n",
      "x 0.0956871\n",
      "y 0.0125787\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000933011\n",
      "b 0.000634101\n",
      "c 0.0812182\n",
      "d 0.00605294\n",
      "e 0.000643926\n",
      "f 0.00202293\n",
      "g 0.00596865\n",
      "h 0.00438556\n",
      "i 0.0132937\n",
      "k 0.214071\n",
      "l 0.499257\n",
      "m 0.000658871\n",
      "n 0.00130442\n",
      "o 0.00660511\n",
      "p 0.00741669\n",
      "q 0.00384264\n",
      "r 0.0254995\n",
      "s 0.000948981\n",
      "t 0.00116123\n",
      "u 0.0338355\n",
      "v 0.0649463\n",
      "w 0.00787632\n",
      "x 0.00476726\n",
      "y 0.012657\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0026148\n",
      "b 0.000672277\n",
      "c 0.0473356\n",
      "d 0.00391289\n",
      "e 0.000881176\n",
      "f 0.00230253\n",
      "g 0.0217526\n",
      "h 0.0196653\n",
      "i 0.0166432\n",
      "k 0.25074\n",
      "l 0.450654\n",
      "m 0.00133707\n",
      "n 0.00381924\n",
      "o 0.00577183\n",
      "p 0.0317754\n",
      "q 0.00940543\n",
      "r 0.0221006\n",
      "s 0.00224742\n",
      "t 0.00417444\n",
      "u 0.0237326\n",
      "v 0.0318344\n",
      "w 0.00615674\n",
      "x 0.0133949\n",
      "y 0.0270755\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00547566\n",
      "b 0.00172222\n",
      "c 0.059933\n",
      "d 0.00341628\n",
      "e 0.00191733\n",
      "f 0.00408909\n",
      "g 0.048381\n",
      "h 0.0258048\n",
      "i 0.0308413\n",
      "k 0.31958\n",
      "l 0.176032\n",
      "m 0.00367738\n",
      "n 0.0102681\n",
      "o 0.0142388\n",
      "p 0.0842481\n",
      "q 0.0170409\n",
      "r 0.0280261\n",
      "s 0.00643891\n",
      "t 0.0119507\n",
      "u 0.0260314\n",
      "v 0.0332979\n",
      "w 0.011967\n",
      "x 0.0302035\n",
      "y 0.0454191\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0083276\n",
      "b 0.00118129\n",
      "c 0.0997973\n",
      "d 0.00484139\n",
      "e 0.00287457\n",
      "f 0.00252358\n",
      "g 0.0597821\n",
      "h 0.0395727\n",
      "i 0.0163703\n",
      "k 0.146376\n",
      "l 0.304483\n",
      "m 0.0041058\n",
      "n 0.011153\n",
      "o 0.0146688\n",
      "p 0.086165\n",
      "q 0.0374457\n",
      "r 0.019955\n",
      "s 0.00614793\n",
      "t 0.0125302\n",
      "u 0.0206999\n",
      "v 0.0237451\n",
      "w 0.00598681\n",
      "x 0.0181351\n",
      "y 0.0531316\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00122238\n",
      "b 0.000300179\n",
      "c 0.0569699\n",
      "d 0.00271603\n",
      "e 0.00113886\n",
      "f 0.001753\n",
      "g 0.0251667\n",
      "h 0.00775535\n",
      "i 0.0134351\n",
      "k 0.275837\n",
      "l 0.451655\n",
      "m 0.00128195\n",
      "n 0.00331625\n",
      "o 0.00698579\n",
      "p 0.0282338\n",
      "q 0.004031\n",
      "r 0.0159749\n",
      "s 0.00167228\n",
      "t 0.00321399\n",
      "u 0.00941056\n",
      "v 0.0328323\n",
      "w 0.00677581\n",
      "x 0.00947148\n",
      "y 0.0388511\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00288234\n",
      "b 0.00121575\n",
      "c 0.118175\n",
      "d 0.00132381\n",
      "e 0.00172274\n",
      "f 0.00246992\n",
      "g 0.150747\n",
      "h 0.070591\n",
      "i 0.00615432\n",
      "k 0.0872544\n",
      "l 0.0712653\n",
      "m 0.00401496\n",
      "n 0.00984943\n",
      "o 0.0193168\n",
      "p 0.277537\n",
      "q 0.0589625\n",
      "r 0.0136951\n",
      "s 0.0026983\n",
      "t 0.0072558\n",
      "u 0.00843691\n",
      "v 0.0165408\n",
      "w 0.00811636\n",
      "x 0.018911\n",
      "y 0.0408637\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000860407\n",
      "b 0.00531748\n",
      "c 0.0799142\n",
      "d 0.00116503\n",
      "e 0.0041052\n",
      "f 0.00364294\n",
      "g 0.0253301\n",
      "h 0.019153\n",
      "i 0.00338926\n",
      "k 0.0194129\n",
      "l 0.00189867\n",
      "m 0.00914575\n",
      "n 0.0100942\n",
      "o 0.0548637\n",
      "p 0.578036\n",
      "q 0.0880611\n",
      "r 0.0170894\n",
      "s 0.00445495\n",
      "t 0.0041722\n",
      "u 0.0134132\n",
      "v 0.0163283\n",
      "w 0.0153792\n",
      "x 0.0186371\n",
      "y 0.00613577\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00383712\n",
      "b 0.010166\n",
      "c 0.0937149\n",
      "d 0.00113875\n",
      "e 0.00316989\n",
      "f 0.00355996\n",
      "g 0.137044\n",
      "h 0.132417\n",
      "i 0.00193197\n",
      "k 0.0709981\n",
      "l 0.00621378\n",
      "m 0.00669894\n",
      "n 0.016408\n",
      "o 0.0720645\n",
      "p 0.277645\n",
      "q 0.0460557\n",
      "r 0.0226371\n",
      "s 0.00659636\n",
      "t 0.0113715\n",
      "u 0.0243633\n",
      "v 0.0124845\n",
      "w 0.00890333\n",
      "x 0.0275061\n",
      "y 0.00307405\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000919624\n",
      "b 0.00100037\n",
      "c 0.0563696\n",
      "d 0.000314223\n",
      "e 0.000984742\n",
      "f 0.00294903\n",
      "g 0.0924601\n",
      "h 0.443638\n",
      "i 0.00173676\n",
      "k 0.0798479\n",
      "l 0.0418665\n",
      "m 0.000495194\n",
      "n 0.00116594\n",
      "o 0.0134209\n",
      "p 0.219176\n",
      "q 0.00754851\n",
      "r 0.00478574\n",
      "s 0.00172955\n",
      "t 0.0019847\n",
      "u 0.00370066\n",
      "v 0.00521299\n",
      "w 0.00263076\n",
      "x 0.0101682\n",
      "y 0.00589423\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00104521\n",
      "b 0.00146535\n",
      "c 0.063175\n",
      "d 0.00069822\n",
      "e 0.00182322\n",
      "f 0.0018414\n",
      "g 0.0731947\n",
      "h 0.169726\n",
      "i 0.00186468\n",
      "k 0.0724585\n",
      "l 0.0172307\n",
      "m 0.00196155\n",
      "n 0.00521518\n",
      "o 0.0222341\n",
      "p 0.45333\n",
      "q 0.0220981\n",
      "r 0.0214153\n",
      "s 0.00433323\n",
      "t 0.00385698\n",
      "u 0.0134325\n",
      "v 0.00723847\n",
      "w 0.00214348\n",
      "x 0.035532\n",
      "y 0.0026861\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0012749\n",
      "b 0.000570705\n",
      "c 0.0165385\n",
      "d 0.000185724\n",
      "e 0.00059672\n",
      "f 0.000417102\n",
      "g 0.0354941\n",
      "h 0.088627\n",
      "i 0.000458506\n",
      "k 0.0124081\n",
      "l 0.00695349\n",
      "m 0.00128913\n",
      "n 0.00417636\n",
      "o 0.0058201\n",
      "p 0.729099\n",
      "q 0.0669233\n",
      "r 0.00388844\n",
      "s 0.001855\n",
      "t 0.00364782\n",
      "u 0.00337843\n",
      "v 0.00141358\n",
      "w 0.000677684\n",
      "x 0.0119022\n",
      "y 0.00240371\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000653969\n",
      "b 0.000887075\n",
      "c 0.0370788\n",
      "d 0.000326646\n",
      "e 0.00115946\n",
      "f 0.00115178\n",
      "g 0.0700273\n",
      "h 0.235737\n",
      "i 0.0010951\n",
      "k 0.0293286\n",
      "l 0.00658603\n",
      "m 0.00106389\n",
      "n 0.00244009\n",
      "o 0.0155983\n",
      "p 0.528698\n",
      "q 0.0280256\n",
      "r 0.00775767\n",
      "s 0.00268216\n",
      "t 0.00211939\n",
      "u 0.00455002\n",
      "v 0.00262316\n",
      "w 0.00120878\n",
      "x 0.0172161\n",
      "y 0.00198459\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000544033\n",
      "b 0.000718364\n",
      "c 0.042197\n",
      "d 0.000299229\n",
      "e 0.00060251\n",
      "f 0.000746261\n",
      "g 0.0697112\n",
      "h 0.259409\n",
      "i 0.000576175\n",
      "k 0.0470046\n",
      "l 0.0148498\n",
      "m 0.000585298\n",
      "n 0.00165364\n",
      "o 0.0129861\n",
      "p 0.481894\n",
      "q 0.0296768\n",
      "r 0.00933877\n",
      "s 0.00138743\n",
      "t 0.00152512\n",
      "u 0.00638287\n",
      "v 0.00374062\n",
      "w 0.00116622\n",
      "x 0.0116935\n",
      "y 0.0013116\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000704259\n",
      "b 0.000742199\n",
      "c 0.0344247\n",
      "d 0.000319593\n",
      "e 0.000731644\n",
      "f 0.00105888\n",
      "g 0.0693836\n",
      "h 0.166495\n",
      "i 0.000847055\n",
      "k 0.035282\n",
      "l 0.014183\n",
      "m 0.000888408\n",
      "n 0.00251352\n",
      "o 0.0115915\n",
      "p 0.595602\n",
      "q 0.0301849\n",
      "r 0.00656332\n",
      "s 0.00155073\n",
      "t 0.00227829\n",
      "u 0.00404744\n",
      "v 0.0027042\n",
      "w 0.00117192\n",
      "x 0.0143485\n",
      "y 0.00238363\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000440229\n",
      "b 0.000897947\n",
      "c 0.0396718\n",
      "d 0.000367548\n",
      "e 0.000552806\n",
      "f 0.00123778\n",
      "g 0.0731037\n",
      "h 0.207551\n",
      "i 0.000694252\n",
      "k 0.0553793\n",
      "l 0.0166153\n",
      "m 0.000526474\n",
      "n 0.00149767\n",
      "o 0.0116591\n",
      "p 0.531044\n",
      "q 0.0205491\n",
      "r 0.00927489\n",
      "s 0.00105749\n",
      "t 0.00136883\n",
      "u 0.00580684\n",
      "v 0.00407492\n",
      "w 0.00154885\n",
      "x 0.0136233\n",
      "y 0.00145656\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0011945\n",
      "b 0.00161106\n",
      "c 0.0521816\n",
      "d 0.000535339\n",
      "e 0.00110821\n",
      "f 0.00126559\n",
      "g 0.0701911\n",
      "h 0.22024\n",
      "i 0.000844688\n",
      "k 0.0399703\n",
      "l 0.0165508\n",
      "m 0.00148096\n",
      "n 0.00404071\n",
      "o 0.01635\n",
      "p 0.472499\n",
      "q 0.053947\n",
      "r 0.0125224\n",
      "s 0.00206759\n",
      "t 0.00289401\n",
      "u 0.00941802\n",
      "v 0.00303514\n",
      "w 0.000948279\n",
      "x 0.0136363\n",
      "y 0.00146662\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00248564\n",
      "b 0.00439366\n",
      "c 0.0367577\n",
      "d 0.00101161\n",
      "e 0.00111917\n",
      "f 0.00219696\n",
      "g 0.0509453\n",
      "h 0.142521\n",
      "i 0.0014806\n",
      "k 0.14756\n",
      "l 0.0551063\n",
      "m 0.00298303\n",
      "n 0.00876994\n",
      "o 0.014194\n",
      "p 0.358932\n",
      "q 0.0630457\n",
      "r 0.0293583\n",
      "s 0.00225495\n",
      "t 0.00559612\n",
      "u 0.0396206\n",
      "v 0.0124819\n",
      "w 0.00369746\n",
      "x 0.011167\n",
      "y 0.00232064\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00220627\n",
      "b 0.00181559\n",
      "c 0.0297262\n",
      "d 0.0013737\n",
      "e 0.00170842\n",
      "f 0.00159847\n",
      "g 0.0684036\n",
      "h 0.0469953\n",
      "i 0.003202\n",
      "k 0.249352\n",
      "l 0.0414042\n",
      "m 0.00522235\n",
      "n 0.0212068\n",
      "o 0.0146537\n",
      "p 0.311192\n",
      "q 0.0268965\n",
      "r 0.060997\n",
      "s 0.00526212\n",
      "t 0.0114476\n",
      "u 0.0335004\n",
      "v 0.0120947\n",
      "w 0.00282817\n",
      "x 0.0436366\n",
      "y 0.00327656\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00844218\n",
      "b 0.00215822\n",
      "c 0.0614011\n",
      "d 0.00119137\n",
      "e 0.00222767\n",
      "f 0.00300684\n",
      "g 0.0488996\n",
      "h 0.0339147\n",
      "i 0.00631185\n",
      "k 0.119296\n",
      "l 0.218751\n",
      "m 0.00943509\n",
      "n 0.0269155\n",
      "o 0.015909\n",
      "p 0.279183\n",
      "q 0.0561299\n",
      "r 0.011562\n",
      "s 0.00416946\n",
      "t 0.018967\n",
      "u 0.0119314\n",
      "v 0.0112324\n",
      "w 0.00478671\n",
      "x 0.0134259\n",
      "y 0.0307521\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0130123\n",
      "b 0.00232496\n",
      "c 0.0647895\n",
      "d 0.00166002\n",
      "e 0.00290075\n",
      "f 0.00283543\n",
      "g 0.0314262\n",
      "h 0.0201218\n",
      "i 0.00916718\n",
      "k 0.0999989\n",
      "l 0.304272\n",
      "m 0.0172492\n",
      "n 0.0430091\n",
      "o 0.0169034\n",
      "p 0.176981\n",
      "q 0.0642912\n",
      "r 0.0117076\n",
      "s 0.00512789\n",
      "t 0.0238463\n",
      "u 0.0163594\n",
      "v 0.0140793\n",
      "w 0.00505684\n",
      "x 0.0111211\n",
      "y 0.0417583\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0132475\n",
      "b 0.00284087\n",
      "c 0.0704817\n",
      "d 0.00189257\n",
      "e 0.00291065\n",
      "f 0.00156516\n",
      "g 0.029371\n",
      "h 0.0207985\n",
      "i 0.00718847\n",
      "k 0.139633\n",
      "l 0.185186\n",
      "m 0.020293\n",
      "n 0.0576227\n",
      "o 0.0242261\n",
      "p 0.165251\n",
      "q 0.0950365\n",
      "r 0.0299144\n",
      "s 0.00829598\n",
      "t 0.0270152\n",
      "u 0.042802\n",
      "v 0.0191285\n",
      "w 0.00425369\n",
      "x 0.0143435\n",
      "y 0.0167019\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00699031\n",
      "b 0.0032838\n",
      "c 0.0622738\n",
      "d 0.00112293\n",
      "e 0.00181448\n",
      "f 0.00130623\n",
      "g 0.0334251\n",
      "h 0.0211659\n",
      "i 0.00342134\n",
      "k 0.109799\n",
      "l 0.0827782\n",
      "m 0.0194603\n",
      "n 0.0566022\n",
      "o 0.0232828\n",
      "p 0.289845\n",
      "q 0.139092\n",
      "r 0.0353441\n",
      "s 0.00545137\n",
      "t 0.0186922\n",
      "u 0.0427827\n",
      "v 0.0158351\n",
      "w 0.0040767\n",
      "x 0.0139367\n",
      "y 0.00821719\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0228375\n",
      "b 0.00477736\n",
      "c 0.0315297\n",
      "d 0.00184489\n",
      "e 0.00414975\n",
      "f 0.00232157\n",
      "g 0.0262484\n",
      "h 0.0188079\n",
      "i 0.0107844\n",
      "k 0.128615\n",
      "l 0.093783\n",
      "m 0.0366554\n",
      "n 0.105591\n",
      "o 0.0172494\n",
      "p 0.207036\n",
      "q 0.105127\n",
      "r 0.028961\n",
      "s 0.0142424\n",
      "t 0.0503301\n",
      "u 0.0394058\n",
      "v 0.00976468\n",
      "w 0.00330033\n",
      "x 0.0206266\n",
      "y 0.0160112\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0147866\n",
      "b 0.00433972\n",
      "c 0.0308219\n",
      "d 0.00130454\n",
      "e 0.00498506\n",
      "f 0.00141657\n",
      "g 0.0181981\n",
      "h 0.0106003\n",
      "i 0.00534929\n",
      "k 0.0413177\n",
      "l 0.0263429\n",
      "m 0.0699129\n",
      "n 0.158306\n",
      "o 0.0215427\n",
      "p 0.246754\n",
      "q 0.185649\n",
      "r 0.0273675\n",
      "s 0.0143277\n",
      "t 0.044252\n",
      "u 0.0349892\n",
      "v 0.00785833\n",
      "w 0.00285726\n",
      "x 0.0162004\n",
      "y 0.0105198\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0209685\n",
      "b 0.00645424\n",
      "c 0.0293055\n",
      "d 0.00161737\n",
      "e 0.00571402\n",
      "f 0.00193889\n",
      "g 0.0261797\n",
      "h 0.0158259\n",
      "i 0.0083442\n",
      "k 0.063018\n",
      "l 0.0217071\n",
      "m 0.0637178\n",
      "n 0.159464\n",
      "o 0.0245028\n",
      "p 0.210188\n",
      "q 0.154268\n",
      "r 0.0322673\n",
      "s 0.0209178\n",
      "t 0.0545396\n",
      "u 0.0389906\n",
      "v 0.00631909\n",
      "w 0.00249507\n",
      "x 0.0227698\n",
      "y 0.00848644\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0106559\n",
      "b 0.00532908\n",
      "c 0.0368543\n",
      "d 0.00150837\n",
      "e 0.00354028\n",
      "f 0.00190331\n",
      "g 0.0297958\n",
      "h 0.026333\n",
      "i 0.00448176\n",
      "k 0.0724627\n",
      "l 0.0354555\n",
      "m 0.032642\n",
      "n 0.0841615\n",
      "o 0.0214938\n",
      "p 0.303698\n",
      "q 0.187505\n",
      "r 0.0348476\n",
      "s 0.00915498\n",
      "t 0.0279006\n",
      "u 0.0388919\n",
      "v 0.00688913\n",
      "w 0.00218825\n",
      "x 0.0165024\n",
      "y 0.00580444\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0205183\n",
      "b 0.00493391\n",
      "c 0.0456932\n",
      "d 0.00254622\n",
      "e 0.00544352\n",
      "f 0.00237116\n",
      "g 0.0263347\n",
      "h 0.0235013\n",
      "i 0.00935284\n",
      "k 0.114225\n",
      "l 0.110823\n",
      "m 0.044078\n",
      "n 0.112582\n",
      "o 0.0224546\n",
      "p 0.162958\n",
      "q 0.101557\n",
      "r 0.0349482\n",
      "s 0.0136305\n",
      "t 0.0418719\n",
      "u 0.0527628\n",
      "v 0.0123528\n",
      "w 0.00309431\n",
      "x 0.019068\n",
      "y 0.0129001\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0216426\n",
      "b 0.00207195\n",
      "c 0.0603247\n",
      "d 0.00143442\n",
      "e 0.00432093\n",
      "f 0.00148997\n",
      "g 0.0373816\n",
      "h 0.0345421\n",
      "i 0.00711817\n",
      "k 0.0822405\n",
      "l 0.244366\n",
      "m 0.0256126\n",
      "n 0.0594178\n",
      "o 0.0168772\n",
      "p 0.144145\n",
      "q 0.10403\n",
      "r 0.0133639\n",
      "s 0.0082129\n",
      "t 0.0313772\n",
      "u 0.0224763\n",
      "v 0.0158753\n",
      "w 0.00470992\n",
      "x 0.00875483\n",
      "y 0.0482145\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00549177\n",
      "b 0.000129961\n",
      "c 0.0105101\n",
      "d 0.00110954\n",
      "e 0.000657504\n",
      "f 0.000489005\n",
      "g 0.00634345\n",
      "h 0.00687514\n",
      "i 0.00201321\n",
      "k 0.0227088\n",
      "l 0.846873\n",
      "m 0.000953943\n",
      "n 0.00262134\n",
      "o 0.000637554\n",
      "p 0.0100651\n",
      "q 0.00819226\n",
      "r 0.00110299\n",
      "s 0.000424476\n",
      "t 0.00367709\n",
      "u 0.00208489\n",
      "v 0.00462499\n",
      "w 0.0011699\n",
      "x 0.000783022\n",
      "y 0.0604607\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.027748\n",
      "b 0.00115079\n",
      "c 0.0230898\n",
      "d 0.00180856\n",
      "e 0.00257648\n",
      "f 0.00076353\n",
      "g 0.0446829\n",
      "h 0.023387\n",
      "i 0.00974578\n",
      "k 0.0727133\n",
      "l 0.0650178\n",
      "m 0.0118706\n",
      "n 0.0398887\n",
      "o 0.00987166\n",
      "p 0.264999\n",
      "q 0.169563\n",
      "r 0.0124673\n",
      "s 0.0106268\n",
      "t 0.0518333\n",
      "u 0.0175708\n",
      "v 0.0149058\n",
      "w 0.00802629\n",
      "x 0.0215266\n",
      "y 0.0941666\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00629125\n",
      "b 0.000686391\n",
      "c 0.0209678\n",
      "d 0.00291156\n",
      "e 0.00124307\n",
      "f 0.000744211\n",
      "g 0.103295\n",
      "h 0.0720363\n",
      "i 0.00349971\n",
      "k 0.135395\n",
      "l 0.182485\n",
      "m 0.00476723\n",
      "n 0.0218977\n",
      "o 0.00696764\n",
      "p 0.217853\n",
      "q 0.0731551\n",
      "r 0.0311021\n",
      "s 0.0045035\n",
      "t 0.0171685\n",
      "u 0.0289575\n",
      "v 0.01686\n",
      "w 0.00423114\n",
      "x 0.022605\n",
      "y 0.0203762\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00837284\n",
      "b 0.00227872\n",
      "c 0.0317503\n",
      "d 0.0016885\n",
      "e 0.00180619\n",
      "f 0.00129774\n",
      "g 0.0561345\n",
      "h 0.133412\n",
      "i 0.00623546\n",
      "k 0.020997\n",
      "l 0.00867168\n",
      "m 0.00408489\n",
      "n 0.0114486\n",
      "o 0.0153415\n",
      "p 0.374685\n",
      "q 0.23478\n",
      "r 0.0122811\n",
      "s 0.0101603\n",
      "t 0.0125443\n",
      "u 0.0132034\n",
      "v 0.00209848\n",
      "w 0.00104048\n",
      "x 0.0291821\n",
      "y 0.00650547\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00569264\n",
      "b 0.0016677\n",
      "c 0.0107166\n",
      "d 0.000772384\n",
      "e 0.00105555\n",
      "f 0.000970744\n",
      "g 0.0581422\n",
      "h 0.138144\n",
      "i 0.00312291\n",
      "k 0.0174426\n",
      "l 0.0052113\n",
      "m 0.00274788\n",
      "n 0.00958021\n",
      "o 0.00486765\n",
      "p 0.513611\n",
      "q 0.15626\n",
      "r 0.00832906\n",
      "s 0.00493087\n",
      "t 0.0101237\n",
      "u 0.00843248\n",
      "v 0.00132929\n",
      "w 0.000790948\n",
      "x 0.0308124\n",
      "y 0.0052451\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00272891\n",
      "b 0.00134788\n",
      "c 0.00906174\n",
      "d 0.000310225\n",
      "e 0.0011216\n",
      "f 0.004013\n",
      "g 0.0417501\n",
      "h 0.104823\n",
      "i 0.00672545\n",
      "k 0.00533647\n",
      "l 0.00154713\n",
      "m 0.00136375\n",
      "n 0.00237779\n",
      "o 0.00407395\n",
      "p 0.673088\n",
      "q 0.083682\n",
      "r 0.00110317\n",
      "s 0.00228513\n",
      "t 0.00552516\n",
      "u 0.000639428\n",
      "v 0.000403404\n",
      "w 0.00127357\n",
      "x 0.0173672\n",
      "y 0.0280521\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00394885\n",
      "b 0.000935532\n",
      "c 0.0691475\n",
      "d 0.00119313\n",
      "e 0.00156635\n",
      "f 0.0093624\n",
      "g 0.0670995\n",
      "h 0.0567493\n",
      "i 0.0463444\n",
      "k 0.0516493\n",
      "l 0.0623775\n",
      "m 0.00243535\n",
      "n 0.00396263\n",
      "o 0.0132111\n",
      "p 0.226145\n",
      "q 0.0342482\n",
      "r 0.00292478\n",
      "s 0.00252965\n",
      "t 0.00740481\n",
      "u 0.00154556\n",
      "v 0.00543026\n",
      "w 0.00932713\n",
      "x 0.0219195\n",
      "y 0.298542\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00272693\n",
      "b 0.000525064\n",
      "c 0.0162565\n",
      "d 0.000718701\n",
      "e 0.000650477\n",
      "f 0.00153706\n",
      "g 0.120843\n",
      "h 0.134233\n",
      "i 0.00573691\n",
      "k 0.0653682\n",
      "l 0.0332731\n",
      "m 0.000799002\n",
      "n 0.00290355\n",
      "o 0.00348142\n",
      "p 0.498399\n",
      "q 0.0436542\n",
      "r 0.00507821\n",
      "s 0.00176461\n",
      "t 0.00556458\n",
      "u 0.00246597\n",
      "v 0.00211802\n",
      "w 0.00159969\n",
      "x 0.0247863\n",
      "y 0.0255168\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00597038\n",
      "b 0.000661067\n",
      "c 0.0458966\n",
      "d 0.00197851\n",
      "e 0.00180063\n",
      "f 0.00188539\n",
      "g 0.11816\n",
      "h 0.0498055\n",
      "i 0.0127275\n",
      "k 0.14847\n",
      "l 0.146931\n",
      "m 0.00286724\n",
      "n 0.00843743\n",
      "o 0.0116748\n",
      "p 0.236975\n",
      "q 0.0369175\n",
      "r 0.00976046\n",
      "s 0.00339796\n",
      "t 0.0132465\n",
      "u 0.00607615\n",
      "v 0.0125722\n",
      "w 0.00669371\n",
      "x 0.018664\n",
      "y 0.0984301\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00061257\n",
      "b 0.000183866\n",
      "c 0.0431696\n",
      "d 0.000255089\n",
      "e 0.000281379\n",
      "f 0.00048974\n",
      "g 0.167441\n",
      "h 0.063693\n",
      "i 0.00238737\n",
      "k 0.0382304\n",
      "l 0.0273807\n",
      "m 0.00115023\n",
      "n 0.00321625\n",
      "o 0.0106588\n",
      "p 0.529444\n",
      "q 0.0603624\n",
      "r 0.00410669\n",
      "s 0.000920916\n",
      "t 0.00226936\n",
      "u 0.00153446\n",
      "v 0.00411246\n",
      "w 0.00274041\n",
      "x 0.0124963\n",
      "y 0.0228625\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000566614\n",
      "b 0.000465844\n",
      "c 0.0560477\n",
      "d 0.0011517\n",
      "e 0.000241276\n",
      "f 0.000570237\n",
      "g 0.0550741\n",
      "h 0.03839\n",
      "i 0.000837135\n",
      "k 0.0542185\n",
      "l 0.0408321\n",
      "m 0.000318173\n",
      "n 0.00108808\n",
      "o 0.00453966\n",
      "p 0.56737\n",
      "q 0.0839356\n",
      "r 0.0135011\n",
      "s 0.000352139\n",
      "t 0.00129819\n",
      "u 0.0124552\n",
      "v 0.0326226\n",
      "w 0.0105058\n",
      "x 0.0103439\n",
      "y 0.013274\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00744925\n",
      "b 0.000393693\n",
      "c 0.103544\n",
      "d 0.000739976\n",
      "e 0.000747738\n",
      "f 0.000796735\n",
      "g 0.202329\n",
      "h 0.148504\n",
      "i 0.00265506\n",
      "k 0.0367287\n",
      "l 0.162875\n",
      "m 0.00162498\n",
      "n 0.00585752\n",
      "o 0.0139997\n",
      "p 0.176065\n",
      "q 0.0699776\n",
      "r 0.00236274\n",
      "s 0.00139455\n",
      "t 0.00822002\n",
      "u 0.00190253\n",
      "v 0.00306824\n",
      "w 0.00149981\n",
      "x 0.00879433\n",
      "y 0.0384689\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00616474\n",
      "b 0.000972751\n",
      "c 0.0973827\n",
      "d 0.00246351\n",
      "e 0.000801919\n",
      "f 0.00143515\n",
      "g 0.0809653\n",
      "h 0.092297\n",
      "i 0.0024842\n",
      "k 0.0412528\n",
      "l 0.244342\n",
      "m 0.00173889\n",
      "n 0.00539125\n",
      "o 0.0084645\n",
      "p 0.197113\n",
      "q 0.142524\n",
      "r 0.00702509\n",
      "s 0.00108924\n",
      "t 0.00573788\n",
      "u 0.00938196\n",
      "v 0.0104923\n",
      "w 0.0035502\n",
      "x 0.00703713\n",
      "y 0.0298924\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00208835\n",
      "b 0.000569614\n",
      "c 0.0277877\n",
      "d 0.000308157\n",
      "e 0.00034916\n",
      "f 0.000834302\n",
      "g 0.302026\n",
      "h 0.337851\n",
      "i 0.000877554\n",
      "k 0.0465468\n",
      "l 0.0264567\n",
      "m 0.000492466\n",
      "n 0.00205152\n",
      "o 0.00500252\n",
      "p 0.18713\n",
      "q 0.03193\n",
      "r 0.00313675\n",
      "s 0.000639304\n",
      "t 0.00327838\n",
      "u 0.0018375\n",
      "v 0.0016455\n",
      "w 0.00106206\n",
      "x 0.00867779\n",
      "y 0.00742141\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0182597\n",
      "b 0.00205519\n",
      "c 0.0148712\n",
      "d 0.00203841\n",
      "e 0.00131026\n",
      "f 0.00148767\n",
      "g 0.0560478\n",
      "h 0.315929\n",
      "i 0.00305294\n",
      "k 0.0515136\n",
      "l 0.113209\n",
      "m 0.00178916\n",
      "n 0.00702953\n",
      "o 0.00285051\n",
      "p 0.194131\n",
      "q 0.152187\n",
      "r 0.00849363\n",
      "s 0.00345261\n",
      "t 0.0121098\n",
      "u 0.0163791\n",
      "v 0.00223912\n",
      "w 0.000664075\n",
      "x 0.0102979\n",
      "y 0.00860221\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00760318\n",
      "b 0.00165885\n",
      "c 0.00691607\n",
      "d 0.000728178\n",
      "e 0.00151738\n",
      "f 0.000562272\n",
      "g 0.0591087\n",
      "h 0.198987\n",
      "i 0.000967376\n",
      "k 0.0310124\n",
      "l 0.00880624\n",
      "m 0.00433132\n",
      "n 0.0212672\n",
      "o 0.00416508\n",
      "p 0.417649\n",
      "q 0.144343\n",
      "r 0.0173284\n",
      "s 0.00688501\n",
      "t 0.0181547\n",
      "u 0.018609\n",
      "v 0.00139439\n",
      "w 0.000417051\n",
      "x 0.0258278\n",
      "y 0.00176071\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00868329\n",
      "b 0.001113\n",
      "c 0.00928275\n",
      "d 0.00043346\n",
      "e 0.00234038\n",
      "f 0.000668615\n",
      "g 0.175251\n",
      "h 0.366994\n",
      "i 0.00125361\n",
      "k 0.0153915\n",
      "l 0.00211133\n",
      "m 0.00439865\n",
      "n 0.0234727\n",
      "o 0.0124132\n",
      "p 0.231482\n",
      "q 0.0406584\n",
      "r 0.00610721\n",
      "s 0.0146478\n",
      "t 0.0263703\n",
      "u 0.00332199\n",
      "v 0.000281443\n",
      "w 0.000151616\n",
      "x 0.0519726\n",
      "y 0.00119947\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00207153\n",
      "b 0.000620946\n",
      "c 0.00400364\n",
      "d 0.000209428\n",
      "e 0.00151421\n",
      "f 0.000110122\n",
      "g 0.0180049\n",
      "h 0.0240513\n",
      "i 0.000348933\n",
      "k 0.00307028\n",
      "l 0.000293827\n",
      "m 0.0121848\n",
      "n 0.0417947\n",
      "o 0.0066986\n",
      "p 0.527108\n",
      "q 0.301925\n",
      "r 0.0113949\n",
      "s 0.00771977\n",
      "t 0.0128179\n",
      "u 0.00620567\n",
      "v 0.000363097\n",
      "w 0.000132136\n",
      "x 0.0168837\n",
      "y 0.000473148\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0113441\n",
      "b 0.000776313\n",
      "c 0.0129418\n",
      "d 0.00078362\n",
      "e 0.00483433\n",
      "f 0.000295471\n",
      "g 0.0411675\n",
      "h 0.0716381\n",
      "i 0.00219536\n",
      "k 0.00895301\n",
      "l 0.00311322\n",
      "m 0.0150434\n",
      "n 0.0531188\n",
      "o 0.0126221\n",
      "p 0.403994\n",
      "q 0.23038\n",
      "r 0.0128522\n",
      "s 0.0254769\n",
      "t 0.0351089\n",
      "u 0.00825449\n",
      "v 0.000618538\n",
      "w 0.00018179\n",
      "x 0.0410964\n",
      "y 0.00321011\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00823984\n",
      "b 0.000723027\n",
      "c 0.0211761\n",
      "d 0.000416837\n",
      "e 0.00201522\n",
      "f 0.000284408\n",
      "g 0.0719242\n",
      "h 0.12466\n",
      "i 0.00109999\n",
      "k 0.00662966\n",
      "l 0.00308434\n",
      "m 0.00549208\n",
      "n 0.0208772\n",
      "o 0.0131576\n",
      "p 0.404854\n",
      "q 0.247918\n",
      "r 0.00619639\n",
      "s 0.00944032\n",
      "t 0.0188737\n",
      "u 0.00405315\n",
      "v 0.000450844\n",
      "w 0.000179825\n",
      "x 0.0251464\n",
      "y 0.00310578\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.00346665\n",
      "b 0.00129177\n",
      "c 0.0129693\n",
      "d 0.000305532\n",
      "e 0.000943186\n",
      "f 0.000580567\n",
      "g 0.098316\n",
      "h 0.265653\n",
      "i 0.000992526\n",
      "k 0.0159614\n",
      "l 0.00203221\n",
      "m 0.00178779\n",
      "n 0.00720123\n",
      "o 0.00797957\n",
      "p 0.429493\n",
      "q 0.0985576\n",
      "r 0.00666765\n",
      "s 0.00462937\n",
      "t 0.00772778\n",
      "u 0.00444502\n",
      "v 0.000541843\n",
      "w 0.000311374\n",
      "x 0.0267578\n",
      "y 0.001388\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00398285\n",
      "b 0.000636531\n",
      "c 0.00926067\n",
      "d 0.000462189\n",
      "e 0.000642231\n",
      "f 0.00141928\n",
      "g 0.102448\n",
      "h 0.0126534\n",
      "i 0.00309065\n",
      "k 0.567308\n",
      "l 0.100661\n",
      "m 0.00400882\n",
      "n 0.0295109\n",
      "o 0.00541555\n",
      "p 0.0479464\n",
      "q 0.00354979\n",
      "r 0.0117963\n",
      "s 0.00150118\n",
      "t 0.029751\n",
      "u 0.0048189\n",
      "v 0.0095768\n",
      "w 0.00680112\n",
      "x 0.0212177\n",
      "y 0.0215401\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00193608\n",
      "b 0.000956269\n",
      "c 0.0311534\n",
      "d 0.000342591\n",
      "e 0.00083122\n",
      "f 0.000288449\n",
      "g 0.366261\n",
      "h 0.120967\n",
      "i 0.000523694\n",
      "k 0.102711\n",
      "l 0.00494073\n",
      "m 0.00648153\n",
      "n 0.0403929\n",
      "o 0.0315457\n",
      "p 0.137167\n",
      "q 0.0353784\n",
      "r 0.0451617\n",
      "s 0.00413492\n",
      "t 0.012466\n",
      "u 0.0149653\n",
      "v 0.00271766\n",
      "w 0.000641268\n",
      "x 0.0373738\n",
      "y 0.000662489\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00112468\n",
      "b 0.00272768\n",
      "c 0.0658697\n",
      "d 0.000279617\n",
      "e 0.0019025\n",
      "f 0.00060596\n",
      "g 0.0527118\n",
      "h 0.0390081\n",
      "i 0.000588558\n",
      "k 0.00159666\n",
      "l 0.000283177\n",
      "m 0.0249102\n",
      "n 0.030598\n",
      "o 0.0467039\n",
      "p 0.189531\n",
      "q 0.517277\n",
      "r 0.00625858\n",
      "s 0.00253524\n",
      "t 0.00355649\n",
      "u 0.00398974\n",
      "v 0.000844238\n",
      "w 0.000605069\n",
      "x 0.00546297\n",
      "y 0.0010297\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000251677\n",
      "b 0.000316366\n",
      "c 0.498563\n",
      "d 0.000337005\n",
      "e 0.00180047\n",
      "f 0.000257463\n",
      "g 0.0190659\n",
      "h 0.00836494\n",
      "i 0.000511503\n",
      "k 0.000476736\n",
      "l 0.000427527\n",
      "m 0.00895093\n",
      "n 0.00713676\n",
      "o 0.191462\n",
      "p 0.0554327\n",
      "q 0.195745\n",
      "r 0.0021381\n",
      "s 0.00161497\n",
      "t 0.000984253\n",
      "u 0.000763089\n",
      "v 0.000867816\n",
      "w 0.000385531\n",
      "x 0.00254866\n",
      "y 0.00159746\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.31407e-05\n",
      "b 0.000174445\n",
      "c 0.751063\n",
      "d 0.000515542\n",
      "e 0.00123453\n",
      "f 0.000336501\n",
      "g 0.0147339\n",
      "h 0.0137964\n",
      "i 0.000494575\n",
      "k 0.0012388\n",
      "l 0.00164562\n",
      "m 0.00154224\n",
      "n 0.00139519\n",
      "o 0.0992563\n",
      "p 0.0533152\n",
      "q 0.0467124\n",
      "r 0.00344978\n",
      "s 0.000897112\n",
      "t 0.000263934\n",
      "u 0.00112774\n",
      "v 0.00194937\n",
      "w 0.000378013\n",
      "x 0.0034373\n",
      "y 0.000968931\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.52737e-05\n",
      "b 0.000384325\n",
      "c 0.803728\n",
      "d 0.00136659\n",
      "e 0.00129357\n",
      "f 0.000745049\n",
      "g 0.00942555\n",
      "h 0.00563799\n",
      "i 0.000692012\n",
      "k 0.00200212\n",
      "l 0.00183387\n",
      "m 0.00152952\n",
      "n 0.00138067\n",
      "o 0.0804624\n",
      "p 0.0381047\n",
      "q 0.0279511\n",
      "r 0.00789931\n",
      "s 0.000711381\n",
      "t 0.000222622\n",
      "u 0.00307879\n",
      "v 0.0054551\n",
      "w 0.000875559\n",
      "x 0.00438478\n",
      "y 0.000780083\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000119247\n",
      "b 0.000671793\n",
      "c 0.734901\n",
      "d 0.00152574\n",
      "e 0.000764349\n",
      "f 0.000665171\n",
      "g 0.0115056\n",
      "h 0.0106794\n",
      "i 0.000379518\n",
      "k 0.00517913\n",
      "l 0.0160867\n",
      "m 0.00132864\n",
      "n 0.00156628\n",
      "o 0.0221608\n",
      "p 0.0530338\n",
      "q 0.0872289\n",
      "r 0.0154233\n",
      "s 0.000429334\n",
      "t 0.000264017\n",
      "u 0.0129819\n",
      "v 0.0173528\n",
      "w 0.00174513\n",
      "x 0.00249621\n",
      "y 0.00151104\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00012369\n",
      "b 0.000653285\n",
      "c 0.718606\n",
      "d 0.00413989\n",
      "e 0.00139509\n",
      "f 0.00080656\n",
      "g 0.00923026\n",
      "h 0.00449275\n",
      "i 0.00052477\n",
      "k 0.00402679\n",
      "l 0.00674961\n",
      "m 0.00161157\n",
      "n 0.00220566\n",
      "o 0.027995\n",
      "p 0.0785041\n",
      "q 0.0740456\n",
      "r 0.0261635\n",
      "s 0.000646669\n",
      "t 0.000418553\n",
      "u 0.0137663\n",
      "v 0.013573\n",
      "w 0.0013434\n",
      "x 0.00777454\n",
      "y 0.00120325\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00018956\n",
      "b 0.00154132\n",
      "c 0.33425\n",
      "d 0.00365813\n",
      "e 0.000949812\n",
      "f 0.000682516\n",
      "g 0.0134838\n",
      "h 0.00472203\n",
      "i 0.000385358\n",
      "k 0.0176394\n",
      "l 0.006805\n",
      "m 0.00208007\n",
      "n 0.00445853\n",
      "o 0.0152633\n",
      "p 0.151459\n",
      "q 0.0943014\n",
      "r 0.108288\n",
      "s 0.000692979\n",
      "t 0.000997191\n",
      "u 0.0971105\n",
      "v 0.113059\n",
      "w 0.010686\n",
      "x 0.0153834\n",
      "y 0.00191312\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.59719e-05\n",
      "b 0.000832002\n",
      "c 0.0893735\n",
      "d 0.000804725\n",
      "e 0.000464504\n",
      "f 0.000729698\n",
      "g 0.0160026\n",
      "h 0.0122119\n",
      "i 0.000273103\n",
      "k 0.0119426\n",
      "l 0.00143245\n",
      "m 0.000568725\n",
      "n 0.00123037\n",
      "o 0.00733539\n",
      "p 0.677043\n",
      "q 0.0842863\n",
      "r 0.0475935\n",
      "s 0.000517104\n",
      "t 0.000413617\n",
      "u 0.0165752\n",
      "v 0.0105287\n",
      "w 0.00180915\n",
      "x 0.0174073\n",
      "y 0.000568044\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.37726e-05\n",
      "b 0.000885411\n",
      "c 0.110438\n",
      "d 0.0012301\n",
      "e 0.000405091\n",
      "f 0.000654517\n",
      "g 0.0139008\n",
      "h 0.0123342\n",
      "i 0.000208328\n",
      "k 0.0152646\n",
      "l 0.00299852\n",
      "m 0.000537736\n",
      "n 0.00123266\n",
      "o 0.00497383\n",
      "p 0.556023\n",
      "q 0.109225\n",
      "r 0.0797292\n",
      "s 0.000365027\n",
      "t 0.000336783\n",
      "u 0.0414765\n",
      "v 0.0269965\n",
      "w 0.00280603\n",
      "x 0.0172739\n",
      "y 0.000650334\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000106615\n",
      "b 0.0037985\n",
      "c 0.0340969\n",
      "d 0.00361344\n",
      "e 0.000667102\n",
      "f 0.00152922\n",
      "g 0.00800148\n",
      "h 0.00728506\n",
      "i 0.000512018\n",
      "k 0.0516781\n",
      "l 0.00316069\n",
      "m 0.00109518\n",
      "n 0.00228436\n",
      "o 0.003443\n",
      "p 0.239102\n",
      "q 0.110974\n",
      "r 0.24935\n",
      "s 0.000481771\n",
      "t 0.000628956\n",
      "u 0.194359\n",
      "v 0.063794\n",
      "w 0.00739678\n",
      "x 0.0121473\n",
      "y 0.000494431\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00010721\n",
      "b 0.00537421\n",
      "c 0.0381219\n",
      "d 0.00280791\n",
      "e 0.000450798\n",
      "f 0.00149241\n",
      "g 0.00707071\n",
      "h 0.0111336\n",
      "i 0.000270795\n",
      "k 0.0492721\n",
      "l 0.003669\n",
      "m 0.000449382\n",
      "n 0.00101031\n",
      "o 0.00281309\n",
      "p 0.272864\n",
      "q 0.123133\n",
      "r 0.203775\n",
      "s 0.000322573\n",
      "t 0.000437507\n",
      "u 0.204499\n",
      "v 0.0562756\n",
      "w 0.00692374\n",
      "x 0.00740259\n",
      "y 0.000323081\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000135798\n",
      "b 0.00602515\n",
      "c 0.025058\n",
      "d 0.00550148\n",
      "e 0.000440711\n",
      "f 0.00141326\n",
      "g 0.00680911\n",
      "h 0.0106135\n",
      "i 0.000228948\n",
      "k 0.0473939\n",
      "l 0.00389296\n",
      "m 0.000387038\n",
      "n 0.00103546\n",
      "o 0.00211712\n",
      "p 0.157902\n",
      "q 0.107961\n",
      "r 0.259218\n",
      "s 0.000278419\n",
      "t 0.000492149\n",
      "u 0.302238\n",
      "v 0.048571\n",
      "w 0.0049556\n",
      "x 0.00713913\n",
      "y 0.000191288\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000107409\n",
      "b 0.0104002\n",
      "c 0.0197554\n",
      "d 0.00450655\n",
      "e 0.000392049\n",
      "f 0.00261538\n",
      "g 0.0106485\n",
      "h 0.0263783\n",
      "i 0.000262872\n",
      "k 0.0707096\n",
      "l 0.00420354\n",
      "m 0.00030288\n",
      "n 0.000715955\n",
      "o 0.00149702\n",
      "p 0.154156\n",
      "q 0.117535\n",
      "r 0.245782\n",
      "s 0.000197777\n",
      "t 0.000304572\n",
      "u 0.282725\n",
      "v 0.0369197\n",
      "w 0.00465555\n",
      "x 0.00508539\n",
      "y 0.000143861\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 8.00843e-05\n",
      "b 0.00572898\n",
      "c 0.0207382\n",
      "d 0.00322378\n",
      "e 0.00026329\n",
      "f 0.00152763\n",
      "g 0.00575355\n",
      "h 0.0180822\n",
      "i 0.000197167\n",
      "k 0.0491289\n",
      "l 0.003875\n",
      "m 0.000212856\n",
      "n 0.000504303\n",
      "o 0.00112164\n",
      "p 0.20529\n",
      "q 0.139636\n",
      "r 0.218346\n",
      "s 0.000173474\n",
      "t 0.00022353\n",
      "u 0.277947\n",
      "v 0.0375934\n",
      "w 0.00390986\n",
      "x 0.00628754\n",
      "y 0.000155124\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.56116e-05\n",
      "b 0.00360784\n",
      "c 0.0314311\n",
      "d 0.00359094\n",
      "e 0.000267414\n",
      "f 0.00114307\n",
      "g 0.00481566\n",
      "h 0.00937817\n",
      "i 0.000147337\n",
      "k 0.0986747\n",
      "l 0.00831232\n",
      "m 0.000138604\n",
      "n 0.000350964\n",
      "o 0.00134974\n",
      "p 0.0903991\n",
      "q 0.0383157\n",
      "r 0.321421\n",
      "s 0.000116855\n",
      "t 0.000163111\n",
      "u 0.312264\n",
      "v 0.0659813\n",
      "w 0.00385725\n",
      "x 0.00411694\n",
      "y 0.000111731\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000184233\n",
      "b 0.00665375\n",
      "c 0.0266847\n",
      "d 0.00789083\n",
      "e 0.000504494\n",
      "f 0.000878138\n",
      "g 0.00338173\n",
      "h 0.00834144\n",
      "i 0.000180664\n",
      "k 0.022328\n",
      "l 0.00324575\n",
      "m 0.000354568\n",
      "n 0.000815888\n",
      "o 0.00143393\n",
      "p 0.0956655\n",
      "q 0.214493\n",
      "r 0.240138\n",
      "s 0.000266936\n",
      "t 0.00033505\n",
      "u 0.339806\n",
      "v 0.0201208\n",
      "w 0.00149384\n",
      "x 0.00470555\n",
      "y 9.68259e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.58419e-05\n",
      "b 0.00379932\n",
      "c 0.0354638\n",
      "d 0.00464306\n",
      "e 0.000330537\n",
      "f 0.00145463\n",
      "g 0.00742645\n",
      "h 0.0214069\n",
      "i 0.000131321\n",
      "k 0.0390273\n",
      "l 0.00749751\n",
      "m 0.000186094\n",
      "n 0.000445631\n",
      "o 0.00157816\n",
      "p 0.2932\n",
      "q 0.184508\n",
      "r 0.175927\n",
      "s 0.000132284\n",
      "t 0.000204176\n",
      "u 0.177576\n",
      "v 0.0360067\n",
      "w 0.0035065\n",
      "x 0.00530056\n",
      "y 0.000182759\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000110962\n",
      "b 0.00181394\n",
      "c 0.0361514\n",
      "d 0.00244825\n",
      "e 0.000406265\n",
      "f 0.00147706\n",
      "g 0.0136518\n",
      "h 0.0315678\n",
      "i 0.000289055\n",
      "k 0.0724256\n",
      "l 0.0227595\n",
      "m 0.000314584\n",
      "n 0.000744128\n",
      "o 0.00188462\n",
      "p 0.431201\n",
      "q 0.171233\n",
      "r 0.0924343\n",
      "s 0.000176272\n",
      "t 0.000381695\n",
      "u 0.0706445\n",
      "v 0.0378407\n",
      "w 0.00474006\n",
      "x 0.00438732\n",
      "y 0.000916315\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000151273\n",
      "b 0.00143258\n",
      "c 0.0979459\n",
      "d 0.00168762\n",
      "e 0.000377469\n",
      "f 0.000561895\n",
      "g 0.0409198\n",
      "h 0.0524856\n",
      "i 9.55684e-05\n",
      "k 0.0304193\n",
      "l 0.0133699\n",
      "m 0.00047073\n",
      "n 0.00139828\n",
      "o 0.00445469\n",
      "p 0.383729\n",
      "q 0.214316\n",
      "r 0.0620096\n",
      "s 0.000233212\n",
      "t 0.000490931\n",
      "u 0.0566821\n",
      "v 0.0274733\n",
      "w 0.00272996\n",
      "x 0.0060004\n",
      "y 0.000565016\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000133477\n",
      "b 0.000276446\n",
      "c 0.159091\n",
      "d 0.0012522\n",
      "e 0.000308987\n",
      "f 0.000267205\n",
      "g 0.0515458\n",
      "h 0.0386018\n",
      "i 9.3018e-05\n",
      "k 0.00978841\n",
      "l 0.0202835\n",
      "m 0.00067361\n",
      "n 0.00207797\n",
      "o 0.00589047\n",
      "p 0.401959\n",
      "q 0.245946\n",
      "r 0.0226528\n",
      "s 0.000199574\n",
      "t 0.000524744\n",
      "u 0.0134685\n",
      "v 0.0144641\n",
      "w 0.0015688\n",
      "x 0.00745468\n",
      "y 0.00147672\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000428229\n",
      "b 0.00113131\n",
      "c 0.408279\n",
      "d 0.0028218\n",
      "e 0.00172626\n",
      "f 0.00152826\n",
      "g 0.0777344\n",
      "h 0.103289\n",
      "i 0.00111502\n",
      "k 0.0171527\n",
      "l 0.0161353\n",
      "m 0.00335928\n",
      "n 0.00592622\n",
      "o 0.040343\n",
      "p 0.107398\n",
      "q 0.11759\n",
      "r 0.0352637\n",
      "s 0.00139365\n",
      "t 0.00138027\n",
      "u 0.0187267\n",
      "v 0.0170769\n",
      "w 0.00280146\n",
      "x 0.0143439\n",
      "y 0.00305523\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00583966\n",
      "b 0.00195283\n",
      "c 0.108863\n",
      "d 0.0127293\n",
      "e 0.00545462\n",
      "f 0.0032909\n",
      "g 0.0383195\n",
      "h 0.0209928\n",
      "i 0.0122557\n",
      "k 0.0705381\n",
      "l 0.106259\n",
      "m 0.0298026\n",
      "n 0.0809566\n",
      "o 0.0282891\n",
      "p 0.0917443\n",
      "q 0.109987\n",
      "r 0.0804564\n",
      "s 0.00792147\n",
      "t 0.0236643\n",
      "u 0.0560313\n",
      "v 0.0303987\n",
      "w 0.00560178\n",
      "x 0.0476509\n",
      "y 0.0209997\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000951917\n",
      "b 0.000935921\n",
      "c 0.0833812\n",
      "d 0.00181198\n",
      "e 0.00127631\n",
      "f 0.00391534\n",
      "g 0.152153\n",
      "h 0.114974\n",
      "i 0.00577613\n",
      "k 0.0808236\n",
      "l 0.0326111\n",
      "m 0.003166\n",
      "n 0.0106301\n",
      "o 0.0184522\n",
      "p 0.313333\n",
      "q 0.0405495\n",
      "r 0.0276028\n",
      "s 0.00280721\n",
      "t 0.00592856\n",
      "u 0.00857147\n",
      "v 0.00892135\n",
      "w 0.00356565\n",
      "x 0.0660484\n",
      "y 0.0118132\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000641072\n",
      "b 0.000886096\n",
      "c 0.0994804\n",
      "d 0.00153537\n",
      "e 0.00259688\n",
      "f 0.00253129\n",
      "g 0.108479\n",
      "h 0.0719607\n",
      "i 0.00268157\n",
      "k 0.0252892\n",
      "l 0.00559315\n",
      "m 0.0065687\n",
      "n 0.0169815\n",
      "o 0.028404\n",
      "p 0.419927\n",
      "q 0.0809329\n",
      "r 0.0340879\n",
      "s 0.00307181\n",
      "t 0.00543256\n",
      "u 0.00673166\n",
      "v 0.00429566\n",
      "w 0.0015222\n",
      "x 0.0653116\n",
      "y 0.00505831\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00125722\n",
      "b 0.00140837\n",
      "c 0.050163\n",
      "d 0.000985167\n",
      "e 0.00258072\n",
      "f 0.000413173\n",
      "g 0.0316506\n",
      "h 0.0242273\n",
      "i 0.000703926\n",
      "k 0.00781037\n",
      "l 0.00288458\n",
      "m 0.0430212\n",
      "n 0.0715711\n",
      "o 0.0179811\n",
      "p 0.0999428\n",
      "q 0.541242\n",
      "r 0.0417774\n",
      "s 0.00217784\n",
      "t 0.00606397\n",
      "u 0.0322125\n",
      "v 0.00918005\n",
      "w 0.00164043\n",
      "x 0.00623904\n",
      "y 0.00286612\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00312536\n",
      "b 0.000867855\n",
      "c 0.0494158\n",
      "d 0.000712655\n",
      "e 0.00504622\n",
      "f 0.000220474\n",
      "g 0.0576759\n",
      "h 0.0110918\n",
      "i 0.000491978\n",
      "k 0.00458807\n",
      "l 0.00144746\n",
      "m 0.168157\n",
      "n 0.42979\n",
      "o 0.0630015\n",
      "p 0.0196479\n",
      "q 0.094113\n",
      "r 0.0275596\n",
      "s 0.0061866\n",
      "t 0.0264009\n",
      "u 0.0141563\n",
      "v 0.00320823\n",
      "w 0.000558875\n",
      "x 0.0110625\n",
      "y 0.00147326\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00175351\n",
      "b 0.000830142\n",
      "c 0.064159\n",
      "d 0.000468375\n",
      "e 0.00447537\n",
      "f 0.000159621\n",
      "g 0.0262625\n",
      "h 0.00684882\n",
      "i 0.000377161\n",
      "k 0.00202644\n",
      "l 0.000687994\n",
      "m 0.189317\n",
      "n 0.359083\n",
      "o 0.0754967\n",
      "p 0.0290071\n",
      "q 0.170931\n",
      "r 0.0225564\n",
      "s 0.00518247\n",
      "t 0.0152092\n",
      "u 0.0125898\n",
      "v 0.00248207\n",
      "w 0.000412183\n",
      "x 0.00874825\n",
      "y 0.000936979\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0106679\n",
      "b 0.00189524\n",
      "c 0.0166029\n",
      "d 0.00056896\n",
      "e 0.00342021\n",
      "f 0.000329085\n",
      "g 0.0695281\n",
      "h 0.0364288\n",
      "i 0.000308642\n",
      "k 0.00320677\n",
      "l 0.00118265\n",
      "m 0.0694925\n",
      "n 0.240797\n",
      "o 0.029798\n",
      "p 0.0652572\n",
      "q 0.370039\n",
      "r 0.00936002\n",
      "s 0.00437105\n",
      "t 0.0490528\n",
      "u 0.0071998\n",
      "v 0.000770551\n",
      "w 0.000383628\n",
      "x 0.00776733\n",
      "y 0.00157207\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0400248\n",
      "b 0.00346592\n",
      "c 0.0145935\n",
      "d 0.00048534\n",
      "e 0.00334777\n",
      "f 0.000936152\n",
      "g 0.147694\n",
      "h 0.212822\n",
      "i 0.00317969\n",
      "k 0.0126199\n",
      "l 0.002019\n",
      "m 0.0163099\n",
      "n 0.0617094\n",
      "o 0.0225248\n",
      "p 0.146778\n",
      "q 0.177488\n",
      "r 0.00547131\n",
      "s 0.02351\n",
      "t 0.0708795\n",
      "u 0.00477044\n",
      "v 0.000479901\n",
      "w 0.000520276\n",
      "x 0.0232783\n",
      "y 0.00509225\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00759348\n",
      "b 0.00158321\n",
      "c 0.0141686\n",
      "d 0.000576774\n",
      "e 0.00269485\n",
      "f 0.000270829\n",
      "g 0.0179182\n",
      "h 0.0249962\n",
      "i 0.00111343\n",
      "k 0.00448223\n",
      "l 0.00128951\n",
      "m 0.0186612\n",
      "n 0.0489325\n",
      "o 0.00946387\n",
      "p 0.240092\n",
      "q 0.53271\n",
      "r 0.0125679\n",
      "s 0.009417\n",
      "t 0.0190487\n",
      "u 0.0126362\n",
      "v 0.00098355\n",
      "w 0.000338558\n",
      "x 0.0160881\n",
      "y 0.00237281\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00265687\n",
      "b 0.000983472\n",
      "c 0.0143352\n",
      "d 0.000447983\n",
      "e 0.00102942\n",
      "f 0.000226715\n",
      "g 0.0110289\n",
      "h 0.0138431\n",
      "i 0.000840532\n",
      "k 0.00184444\n",
      "l 0.000904226\n",
      "m 0.00720743\n",
      "n 0.0168734\n",
      "o 0.00554343\n",
      "p 0.299782\n",
      "q 0.585088\n",
      "r 0.00635608\n",
      "s 0.00394375\n",
      "t 0.0055678\n",
      "u 0.00606658\n",
      "v 0.000512253\n",
      "w 0.000212484\n",
      "x 0.0131482\n",
      "y 0.00155738\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00113238\n",
      "b 0.000457183\n",
      "c 0.00824593\n",
      "d 0.000316994\n",
      "e 0.000144716\n",
      "f 3.171e-05\n",
      "g 0.00425973\n",
      "h 0.00649595\n",
      "i 5.53428e-05\n",
      "k 0.000428286\n",
      "l 0.000489356\n",
      "m 0.000990686\n",
      "n 0.00299032\n",
      "o 0.00126878\n",
      "p 0.0450211\n",
      "q 0.915164\n",
      "r 0.00299959\n",
      "s 0.000315731\n",
      "t 0.000948748\n",
      "u 0.0062972\n",
      "v 0.000344573\n",
      "w 7.80295e-05\n",
      "x 0.00129652\n",
      "y 0.000227242\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00276153\n",
      "b 0.00512323\n",
      "c 0.0779268\n",
      "d 0.00402979\n",
      "e 0.000525091\n",
      "f 0.00040024\n",
      "g 0.0214199\n",
      "h 0.0636424\n",
      "i 0.000150641\n",
      "k 0.00827911\n",
      "l 0.0112501\n",
      "m 0.000939309\n",
      "n 0.00306833\n",
      "o 0.00519884\n",
      "p 0.075784\n",
      "q 0.575054\n",
      "r 0.0278468\n",
      "s 0.000546609\n",
      "t 0.0015993\n",
      "u 0.101274\n",
      "v 0.00747669\n",
      "w 0.000863198\n",
      "x 0.00444817\n",
      "y 0.000392383\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00162144\n",
      "b 0.00402381\n",
      "c 0.137171\n",
      "d 0.00410291\n",
      "e 0.000620393\n",
      "f 0.00103981\n",
      "g 0.0290446\n",
      "h 0.165145\n",
      "i 0.000341621\n",
      "k 0.0227093\n",
      "l 0.0564377\n",
      "m 0.00067069\n",
      "n 0.00201055\n",
      "o 0.0051304\n",
      "p 0.129871\n",
      "q 0.273701\n",
      "r 0.0391174\n",
      "s 0.000581311\n",
      "t 0.0011065\n",
      "u 0.103157\n",
      "v 0.0127515\n",
      "w 0.00114351\n",
      "x 0.00766217\n",
      "y 0.00084039\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00232108\n",
      "b 0.000317695\n",
      "c 0.0108925\n",
      "d 9.34726e-05\n",
      "e 0.000700717\n",
      "f 0.000130855\n",
      "g 0.0077344\n",
      "h 0.013947\n",
      "i 0.000434785\n",
      "k 0.000725515\n",
      "l 0.0010181\n",
      "m 0.00609918\n",
      "n 0.0118376\n",
      "o 0.00629754\n",
      "p 0.41379\n",
      "q 0.505149\n",
      "r 0.000967898\n",
      "s 0.00225127\n",
      "t 0.00556061\n",
      "u 0.000954048\n",
      "v 0.000243726\n",
      "w 0.000185845\n",
      "x 0.00448399\n",
      "y 0.00386327\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00262049\n",
      "b 0.00905352\n",
      "c 0.0691881\n",
      "d 0.00257392\n",
      "e 0.00550238\n",
      "f 0.00886941\n",
      "g 0.00824956\n",
      "h 0.00469732\n",
      "i 0.0114042\n",
      "k 0.00645904\n",
      "l 0.00320862\n",
      "m 0.0286029\n",
      "n 0.024774\n",
      "o 0.0209556\n",
      "p 0.351744\n",
      "q 0.347925\n",
      "r 0.01119\n",
      "s 0.00512893\n",
      "t 0.00745409\n",
      "u 0.011856\n",
      "v 0.00881719\n",
      "w 0.0110177\n",
      "x 0.0141355\n",
      "y 0.0245722\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0018686\n",
      "b 0.00325922\n",
      "c 0.0748018\n",
      "d 0.00560607\n",
      "e 0.00344889\n",
      "f 0.0194742\n",
      "g 0.00448766\n",
      "h 0.00288919\n",
      "i 0.016312\n",
      "k 0.0172759\n",
      "l 0.0439942\n",
      "m 0.00401328\n",
      "n 0.00330032\n",
      "o 0.00316379\n",
      "p 0.084048\n",
      "q 0.0791909\n",
      "r 0.00928566\n",
      "s 0.000840246\n",
      "t 0.00345093\n",
      "u 0.0125766\n",
      "v 0.0780255\n",
      "w 0.0780429\n",
      "x 0.0047166\n",
      "y 0.445928\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000230037\n",
      "b 0.00744205\n",
      "c 0.0646236\n",
      "d 0.029332\n",
      "e 0.00157692\n",
      "f 0.0592161\n",
      "g 0.00164209\n",
      "h 0.000922701\n",
      "i 0.0160028\n",
      "k 0.0530795\n",
      "l 0.0485289\n",
      "m 0.000748984\n",
      "n 0.000587974\n",
      "o 0.00201527\n",
      "p 0.00579464\n",
      "q 0.00397388\n",
      "r 0.0344118\n",
      "s 0.000200543\n",
      "t 0.000428229\n",
      "u 0.0590104\n",
      "v 0.388854\n",
      "w 0.183191\n",
      "x 0.00285874\n",
      "y 0.0353281\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000239556\n",
      "b 0.00787501\n",
      "c 0.117836\n",
      "d 0.0377315\n",
      "e 0.00243267\n",
      "f 0.0729071\n",
      "g 0.00167631\n",
      "h 0.00124721\n",
      "i 0.0190081\n",
      "k 0.0420934\n",
      "l 0.053238\n",
      "m 0.00073996\n",
      "n 0.000491767\n",
      "o 0.0027507\n",
      "p 0.00742703\n",
      "q 0.00583533\n",
      "r 0.0354845\n",
      "s 0.000266487\n",
      "t 0.000382501\n",
      "u 0.0545449\n",
      "v 0.346201\n",
      "w 0.145354\n",
      "x 0.00294277\n",
      "y 0.0412947\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000461166\n",
      "b 0.00770146\n",
      "c 0.19537\n",
      "d 0.0119446\n",
      "e 0.00114488\n",
      "f 0.0344432\n",
      "g 0.00366739\n",
      "h 0.00274159\n",
      "i 0.00930263\n",
      "k 0.0340947\n",
      "l 0.0541191\n",
      "m 0.00129603\n",
      "n 0.00115831\n",
      "o 0.00375249\n",
      "p 0.0242311\n",
      "q 0.0305053\n",
      "r 0.0294589\n",
      "s 0.000302911\n",
      "t 0.000699643\n",
      "u 0.0550926\n",
      "v 0.294164\n",
      "w 0.13683\n",
      "x 0.00468575\n",
      "y 0.062833\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000677223\n",
      "b 0.00978523\n",
      "c 0.359856\n",
      "d 0.013355\n",
      "e 0.00210209\n",
      "f 0.0411188\n",
      "g 0.00326412\n",
      "h 0.00196044\n",
      "i 0.0120052\n",
      "k 0.0222325\n",
      "l 0.0566028\n",
      "m 0.00319165\n",
      "n 0.00238078\n",
      "o 0.00842367\n",
      "p 0.0254177\n",
      "q 0.0370525\n",
      "r 0.025098\n",
      "s 0.000506796\n",
      "t 0.00100282\n",
      "u 0.0430138\n",
      "v 0.182095\n",
      "w 0.0859266\n",
      "x 0.0048769\n",
      "y 0.0580552\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00100304\n",
      "b 0.0075944\n",
      "c 0.461787\n",
      "d 0.0052075\n",
      "e 0.000918676\n",
      "f 0.0277713\n",
      "g 0.0054755\n",
      "h 0.00355397\n",
      "i 0.00836147\n",
      "k 0.0219227\n",
      "l 0.107705\n",
      "m 0.00239353\n",
      "n 0.00218642\n",
      "o 0.00931288\n",
      "p 0.0310372\n",
      "q 0.0515875\n",
      "r 0.0114812\n",
      "s 0.0003577\n",
      "t 0.00103999\n",
      "u 0.0212065\n",
      "v 0.0921709\n",
      "w 0.0541769\n",
      "x 0.00363607\n",
      "y 0.0681132\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000296957\n",
      "b 0.0134263\n",
      "c 0.514039\n",
      "d 0.00526731\n",
      "e 0.000938907\n",
      "f 0.0556661\n",
      "g 0.00376972\n",
      "h 0.00429964\n",
      "i 0.00580248\n",
      "k 0.0225822\n",
      "l 0.0743799\n",
      "m 0.00111485\n",
      "n 0.000763432\n",
      "o 0.00693055\n",
      "p 0.0123563\n",
      "q 0.0132553\n",
      "r 0.0143552\n",
      "s 0.000197576\n",
      "t 0.000288099\n",
      "u 0.0307142\n",
      "v 0.134782\n",
      "w 0.0609934\n",
      "x 0.00224178\n",
      "y 0.0215389\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000391443\n",
      "b 0.00922713\n",
      "c 0.405804\n",
      "d 0.0068015\n",
      "e 0.000801082\n",
      "f 0.0414106\n",
      "g 0.00303977\n",
      "h 0.00396869\n",
      "i 0.00747669\n",
      "k 0.0282856\n",
      "l 0.125688\n",
      "m 0.00106963\n",
      "n 0.000831771\n",
      "o 0.00557456\n",
      "p 0.0199279\n",
      "q 0.0234044\n",
      "r 0.0173116\n",
      "s 0.000224873\n",
      "t 0.000375451\n",
      "u 0.0372735\n",
      "v 0.159092\n",
      "w 0.0661647\n",
      "x 0.00274334\n",
      "y 0.0331112\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000365852\n",
      "b 0.00368999\n",
      "c 0.721127\n",
      "d 0.00398573\n",
      "e 0.000491378\n",
      "f 0.013138\n",
      "g 0.00307289\n",
      "h 0.00312309\n",
      "i 0.00380306\n",
      "k 0.00786405\n",
      "l 0.0647238\n",
      "m 0.000732563\n",
      "n 0.000594503\n",
      "o 0.00775566\n",
      "p 0.0139438\n",
      "q 0.0316681\n",
      "r 0.00678016\n",
      "s 0.000185071\n",
      "t 0.000259034\n",
      "u 0.0140256\n",
      "v 0.0552514\n",
      "w 0.0196133\n",
      "x 0.00195251\n",
      "y 0.021853\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000813606\n",
      "b 0.00891475\n",
      "c 0.540337\n",
      "d 0.00454111\n",
      "e 0.00107501\n",
      "f 0.0383068\n",
      "g 0.00637869\n",
      "h 0.00529948\n",
      "i 0.00888506\n",
      "k 0.0164254\n",
      "l 0.0830847\n",
      "m 0.00285774\n",
      "n 0.00245294\n",
      "o 0.0101123\n",
      "p 0.0367672\n",
      "q 0.0472712\n",
      "r 0.011556\n",
      "s 0.000434436\n",
      "t 0.000907795\n",
      "u 0.0190066\n",
      "v 0.0628211\n",
      "w 0.0369595\n",
      "x 0.00508567\n",
      "y 0.0497059\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.000477917\n",
      "b 0.00269304\n",
      "c 0.692777\n",
      "d 0.00230238\n",
      "e 0.000413866\n",
      "f 0.012635\n",
      "g 0.00401398\n",
      "h 0.00519027\n",
      "i 0.0031215\n",
      "k 0.00646378\n",
      "l 0.0994772\n",
      "m 0.000615014\n",
      "n 0.000520849\n",
      "o 0.00600516\n",
      "p 0.0183154\n",
      "q 0.0385235\n",
      "r 0.00359101\n",
      "s 0.000152975\n",
      "t 0.000292607\n",
      "u 0.00734928\n",
      "v 0.0368364\n",
      "w 0.0162921\n",
      "x 0.00150961\n",
      "y 0.0404296\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000601663\n",
      "b 0.00450711\n",
      "c 0.62747\n",
      "d 0.00261497\n",
      "e 0.000834335\n",
      "f 0.0179313\n",
      "g 0.00497659\n",
      "h 0.00581304\n",
      "i 0.00402394\n",
      "k 0.00781888\n",
      "l 0.0761611\n",
      "m 0.00157935\n",
      "n 0.00123045\n",
      "o 0.00796476\n",
      "p 0.04085\n",
      "q 0.0621913\n",
      "r 0.00554609\n",
      "s 0.000273333\n",
      "t 0.000518281\n",
      "u 0.0103546\n",
      "v 0.0441489\n",
      "w 0.0223083\n",
      "x 0.00240018\n",
      "y 0.0478813\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00089738\n",
      "b 0.00734101\n",
      "c 0.599133\n",
      "d 0.00275014\n",
      "e 0.000788719\n",
      "f 0.0192372\n",
      "g 0.0056909\n",
      "h 0.00600781\n",
      "i 0.00441849\n",
      "k 0.0085323\n",
      "l 0.0586223\n",
      "m 0.00213927\n",
      "n 0.0017755\n",
      "o 0.0103913\n",
      "p 0.0482659\n",
      "q 0.104289\n",
      "r 0.00621607\n",
      "s 0.000350386\n",
      "t 0.000724728\n",
      "u 0.0124899\n",
      "v 0.0367521\n",
      "w 0.0226593\n",
      "x 0.00286974\n",
      "y 0.0376576\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000857661\n",
      "b 0.00522563\n",
      "c 0.586482\n",
      "d 0.00323411\n",
      "e 0.00122004\n",
      "f 0.0189579\n",
      "g 0.00612997\n",
      "h 0.00468041\n",
      "i 0.00683157\n",
      "k 0.011968\n",
      "l 0.0699157\n",
      "m 0.00361122\n",
      "n 0.00306048\n",
      "o 0.0127431\n",
      "p 0.045817\n",
      "q 0.0662763\n",
      "r 0.00918111\n",
      "s 0.000503399\n",
      "t 0.00105554\n",
      "u 0.0140028\n",
      "v 0.0486001\n",
      "w 0.0241467\n",
      "x 0.00419452\n",
      "y 0.0513049\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00130195\n",
      "b 0.00604636\n",
      "c 0.44853\n",
      "d 0.00339394\n",
      "e 0.00201548\n",
      "f 0.0490657\n",
      "g 0.00705769\n",
      "h 0.00639476\n",
      "i 0.0150059\n",
      "k 0.0115508\n",
      "l 0.0934035\n",
      "m 0.00506395\n",
      "n 0.00385776\n",
      "o 0.0106629\n",
      "p 0.057382\n",
      "q 0.0555636\n",
      "r 0.00613375\n",
      "s 0.000786891\n",
      "t 0.00169908\n",
      "u 0.00799549\n",
      "v 0.0333181\n",
      "w 0.0284784\n",
      "x 0.0056772\n",
      "y 0.139614\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00444778\n",
      "b 0.00379175\n",
      "c 0.24084\n",
      "d 0.00560235\n",
      "e 0.00500358\n",
      "f 0.0293961\n",
      "g 0.00609364\n",
      "h 0.00602964\n",
      "i 0.0255915\n",
      "k 0.00730769\n",
      "l 0.0499074\n",
      "m 0.00560211\n",
      "n 0.00504951\n",
      "o 0.00673815\n",
      "p 0.0953506\n",
      "q 0.117685\n",
      "r 0.00490341\n",
      "s 0.00171766\n",
      "t 0.00515347\n",
      "u 0.00516032\n",
      "v 0.0141006\n",
      "w 0.0135191\n",
      "x 0.00903271\n",
      "y 0.331976\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00322987\n",
      "b 0.00163143\n",
      "c 0.384697\n",
      "d 0.00331475\n",
      "e 0.00295286\n",
      "f 0.0117355\n",
      "g 0.00582562\n",
      "h 0.0055896\n",
      "i 0.0119661\n",
      "k 0.00404867\n",
      "l 0.0688462\n",
      "m 0.0034811\n",
      "n 0.0030749\n",
      "o 0.00668009\n",
      "p 0.0600228\n",
      "q 0.120329\n",
      "r 0.00257853\n",
      "s 0.000921781\n",
      "t 0.00272798\n",
      "u 0.00274576\n",
      "v 0.00923254\n",
      "w 0.00660417\n",
      "x 0.00434025\n",
      "y 0.273424\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00343045\n",
      "b 0.00205523\n",
      "c 0.265923\n",
      "d 0.0021494\n",
      "e 0.00285358\n",
      "f 0.0142406\n",
      "g 0.0063484\n",
      "h 0.00569112\n",
      "i 0.0127876\n",
      "k 0.0042226\n",
      "l 0.0507042\n",
      "m 0.00505139\n",
      "n 0.00438367\n",
      "o 0.00624787\n",
      "p 0.095612\n",
      "q 0.144133\n",
      "r 0.00247974\n",
      "s 0.00103821\n",
      "t 0.00364948\n",
      "u 0.00256152\n",
      "v 0.00910949\n",
      "w 0.00931612\n",
      "x 0.00500312\n",
      "y 0.341008\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00376455\n",
      "b 0.00131144\n",
      "c 0.258445\n",
      "d 0.00210708\n",
      "e 0.00341794\n",
      "f 0.00800443\n",
      "g 0.0082937\n",
      "h 0.00679957\n",
      "i 0.0143549\n",
      "k 0.0106717\n",
      "l 0.141803\n",
      "m 0.00625072\n",
      "n 0.00529577\n",
      "o 0.00937962\n",
      "p 0.0520813\n",
      "q 0.0966969\n",
      "r 0.00345825\n",
      "s 0.00118747\n",
      "t 0.00398461\n",
      "u 0.00358916\n",
      "v 0.0155299\n",
      "w 0.00971011\n",
      "x 0.00255324\n",
      "y 0.331309\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00498967\n",
      "b 0.00435542\n",
      "c 0.202543\n",
      "d 0.0120736\n",
      "e 0.0049379\n",
      "f 0.00489777\n",
      "g 0.0485948\n",
      "h 0.0149501\n",
      "i 0.0138323\n",
      "k 0.128287\n",
      "l 0.0798432\n",
      "m 0.013394\n",
      "n 0.0277194\n",
      "o 0.0334061\n",
      "p 0.0470402\n",
      "q 0.0528067\n",
      "r 0.0734598\n",
      "s 0.00491232\n",
      "t 0.0118857\n",
      "u 0.0683025\n",
      "v 0.0757294\n",
      "w 0.0193763\n",
      "x 0.0257192\n",
      "y 0.0269443\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00973103\n",
      "b 0.00240069\n",
      "c 0.0861253\n",
      "d 0.0020153\n",
      "e 0.00273644\n",
      "f 0.00195486\n",
      "g 0.031823\n",
      "h 0.179283\n",
      "i 0.00443133\n",
      "k 0.0424576\n",
      "l 0.201238\n",
      "m 0.00742488\n",
      "n 0.0145556\n",
      "o 0.0126657\n",
      "p 0.12096\n",
      "q 0.201125\n",
      "r 0.0139431\n",
      "s 0.00412114\n",
      "t 0.00798807\n",
      "u 0.0272225\n",
      "v 0.00685123\n",
      "w 0.00119674\n",
      "x 0.00659478\n",
      "y 0.0111544\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00285376\n",
      "b 0.00469342\n",
      "c 0.155223\n",
      "d 0.00590479\n",
      "e 0.00853922\n",
      "f 0.0017383\n",
      "g 0.118131\n",
      "h 0.138455\n",
      "i 0.000850075\n",
      "k 0.0201316\n",
      "l 0.00851376\n",
      "m 0.0143338\n",
      "n 0.0381109\n",
      "o 0.0260478\n",
      "p 0.110994\n",
      "q 0.123558\n",
      "r 0.0862998\n",
      "s 0.00550943\n",
      "t 0.00781475\n",
      "u 0.0675204\n",
      "v 0.00840674\n",
      "w 0.000979982\n",
      "x 0.0441775\n",
      "y 0.00121433\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.56592e-05\n",
      "b 7.63438e-05\n",
      "c 0.925594\n",
      "d 0.00113624\n",
      "e 0.000224955\n",
      "f 0.000543317\n",
      "g 0.00308963\n",
      "h 0.000414664\n",
      "i 0.000695937\n",
      "k 0.00324555\n",
      "l 0.00706385\n",
      "m 9.91714e-05\n",
      "n 0.000120837\n",
      "o 0.0204353\n",
      "p 0.00342115\n",
      "q 0.00113136\n",
      "r 0.00308592\n",
      "s 9.90626e-05\n",
      "t 7.84297e-05\n",
      "u 0.00120114\n",
      "v 0.0181845\n",
      "w 0.00351885\n",
      "x 0.00216083\n",
      "y 0.0043532\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.7028e-05\n",
      "b 9.61777e-05\n",
      "c 0.395252\n",
      "d 0.00154963\n",
      "e 0.000102898\n",
      "f 0.00184841\n",
      "g 0.0164042\n",
      "h 0.000977188\n",
      "i 0.00131384\n",
      "k 0.116959\n",
      "l 0.14005\n",
      "m 3.04302e-05\n",
      "n 9.01742e-05\n",
      "o 0.00616152\n",
      "p 0.00874496\n",
      "q 0.00021187\n",
      "r 0.0095115\n",
      "s 5.854e-05\n",
      "t 0.000136511\n",
      "u 0.00292614\n",
      "v 0.20243\n",
      "w 0.0604858\n",
      "x 0.00732161\n",
      "y 0.0273104\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.40438e-05\n",
      "b 6.8584e-05\n",
      "c 0.674147\n",
      "d 0.000482751\n",
      "e 0.000126111\n",
      "f 0.00180437\n",
      "g 0.0425161\n",
      "h 0.00218464\n",
      "i 0.00128487\n",
      "k 0.0480501\n",
      "l 0.0708835\n",
      "m 4.69167e-05\n",
      "n 9.61608e-05\n",
      "o 0.0136777\n",
      "p 0.00573541\n",
      "q 0.000141462\n",
      "r 0.00270167\n",
      "s 5.98656e-05\n",
      "t 0.000111905\n",
      "u 0.00060694\n",
      "v 0.0625065\n",
      "w 0.0337281\n",
      "x 0.0040285\n",
      "y 0.0349869\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.67221e-05\n",
      "b 0.000207431\n",
      "c 0.5794\n",
      "d 0.00183429\n",
      "e 0.000331165\n",
      "f 0.0028258\n",
      "g 0.0392877\n",
      "h 0.00177531\n",
      "i 0.00253367\n",
      "k 0.0795345\n",
      "l 0.0254643\n",
      "m 0.000154725\n",
      "n 0.000375347\n",
      "o 0.0276195\n",
      "p 0.0148866\n",
      "q 0.000330834\n",
      "r 0.0175675\n",
      "s 0.000237508\n",
      "t 0.000323654\n",
      "u 0.00328944\n",
      "v 0.112289\n",
      "w 0.0487327\n",
      "x 0.0242362\n",
      "y 0.0167265\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.51264e-05\n",
      "b 0.000157397\n",
      "c 0.75158\n",
      "d 0.000790362\n",
      "e 0.000284917\n",
      "f 0.0015654\n",
      "g 0.0615271\n",
      "h 0.00470691\n",
      "i 0.00143498\n",
      "k 0.0345142\n",
      "l 0.0166838\n",
      "m 0.000141891\n",
      "n 0.000338519\n",
      "o 0.0355214\n",
      "p 0.0138016\n",
      "q 0.000483561\n",
      "r 0.00793673\n",
      "s 0.000264707\n",
      "t 0.000271225\n",
      "u 0.00155884\n",
      "v 0.0298432\n",
      "w 0.0116006\n",
      "x 0.0166117\n",
      "y 0.0083356\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 9.82828e-05\n",
      "b 0.000190135\n",
      "c 0.560035\n",
      "d 0.00185664\n",
      "e 0.000607077\n",
      "f 0.00226407\n",
      "g 0.0779033\n",
      "h 0.0032212\n",
      "i 0.00797417\n",
      "k 0.0638354\n",
      "l 0.0210281\n",
      "m 0.000527606\n",
      "n 0.0012052\n",
      "o 0.0607988\n",
      "p 0.0241907\n",
      "q 0.000831828\n",
      "r 0.0145101\n",
      "s 0.000872594\n",
      "t 0.000822555\n",
      "u 0.00241817\n",
      "v 0.0495227\n",
      "w 0.0270568\n",
      "x 0.0504852\n",
      "y 0.0277443\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 9.9264e-05\n",
      "b 0.000209889\n",
      "c 0.382245\n",
      "d 0.00486884\n",
      "e 0.000646582\n",
      "f 0.00156795\n",
      "g 0.0843688\n",
      "h 0.00261688\n",
      "i 0.0100617\n",
      "k 0.182674\n",
      "l 0.0167613\n",
      "m 0.000361626\n",
      "n 0.00115818\n",
      "o 0.0449335\n",
      "p 0.00622753\n",
      "q 0.000379742\n",
      "r 0.0546225\n",
      "s 0.00112699\n",
      "t 0.000809618\n",
      "u 0.00741532\n",
      "v 0.0884816\n",
      "w 0.0245658\n",
      "x 0.0739817\n",
      "y 0.00981509\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00031102\n",
      "b 0.000232568\n",
      "c 0.449294\n",
      "d 0.00173435\n",
      "e 0.000764234\n",
      "f 0.0011932\n",
      "g 0.192446\n",
      "h 0.00701262\n",
      "i 0.00306245\n",
      "k 0.0728011\n",
      "l 0.0167093\n",
      "m 0.000629252\n",
      "n 0.00240408\n",
      "o 0.0439085\n",
      "p 0.0360655\n",
      "q 0.00210041\n",
      "r 0.0207667\n",
      "s 0.00128027\n",
      "t 0.00246187\n",
      "u 0.00322397\n",
      "v 0.034743\n",
      "w 0.0170296\n",
      "x 0.0641336\n",
      "y 0.0256929\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.01784e-05\n",
      "b 0.000196269\n",
      "c 0.682049\n",
      "d 0.00132276\n",
      "e 0.000655651\n",
      "f 0.0013663\n",
      "g 0.08467\n",
      "h 0.00470142\n",
      "i 0.00197219\n",
      "k 0.0341638\n",
      "l 0.00951121\n",
      "m 0.000436241\n",
      "n 0.00108852\n",
      "o 0.047104\n",
      "p 0.0228921\n",
      "q 0.00110529\n",
      "r 0.0181303\n",
      "s 0.000628743\n",
      "t 0.000602674\n",
      "u 0.00255192\n",
      "v 0.0292641\n",
      "w 0.0101324\n",
      "x 0.0367968\n",
      "y 0.00858831\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000136612\n",
      "b 0.000342264\n",
      "c 0.624773\n",
      "d 0.001683\n",
      "e 0.000587865\n",
      "f 0.00126467\n",
      "g 0.0889385\n",
      "h 0.00462559\n",
      "i 0.00237709\n",
      "k 0.0504424\n",
      "l 0.00973889\n",
      "m 0.000548465\n",
      "n 0.00166383\n",
      "o 0.0488831\n",
      "p 0.0282689\n",
      "q 0.0021565\n",
      "r 0.0284246\n",
      "s 0.000907341\n",
      "t 0.000978381\n",
      "u 0.00490758\n",
      "v 0.0321604\n",
      "w 0.0103543\n",
      "x 0.0488927\n",
      "y 0.00694441\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.29798e-05\n",
      "b 0.000170843\n",
      "c 0.655332\n",
      "d 0.00218932\n",
      "e 0.000480411\n",
      "f 0.00117311\n",
      "g 0.0670584\n",
      "h 0.00347372\n",
      "i 0.00131405\n",
      "k 0.066648\n",
      "l 0.0202113\n",
      "m 0.000208562\n",
      "n 0.000647087\n",
      "o 0.0268602\n",
      "p 0.0147029\n",
      "q 0.0007565\n",
      "r 0.0341015\n",
      "s 0.000338415\n",
      "t 0.000430114\n",
      "u 0.00485679\n",
      "v 0.0541287\n",
      "w 0.0107702\n",
      "x 0.0277498\n",
      "y 0.00634546\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000114429\n",
      "b 0.000372113\n",
      "c 0.559435\n",
      "d 0.00415106\n",
      "e 0.000766609\n",
      "f 0.00207108\n",
      "g 0.0438569\n",
      "h 0.00304858\n",
      "i 0.00414351\n",
      "k 0.104136\n",
      "l 0.0292443\n",
      "m 0.000452329\n",
      "n 0.0011496\n",
      "o 0.0313755\n",
      "p 0.0148576\n",
      "q 0.00142326\n",
      "r 0.0511833\n",
      "s 0.000704847\n",
      "t 0.00071493\n",
      "u 0.0103108\n",
      "v 0.0782543\n",
      "w 0.0164798\n",
      "x 0.03233\n",
      "y 0.00942366\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000144671\n",
      "b 0.00062045\n",
      "c 0.386091\n",
      "d 0.00343987\n",
      "e 0.00101298\n",
      "f 0.00240932\n",
      "g 0.0790963\n",
      "h 0.00470618\n",
      "i 0.00443955\n",
      "k 0.152038\n",
      "l 0.0163433\n",
      "m 0.000907458\n",
      "n 0.00253272\n",
      "o 0.0427464\n",
      "p 0.0431951\n",
      "q 0.00266304\n",
      "r 0.0758943\n",
      "s 0.00117277\n",
      "t 0.00135527\n",
      "u 0.0131154\n",
      "v 0.0745935\n",
      "w 0.0210609\n",
      "x 0.0620058\n",
      "y 0.00841612\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000154067\n",
      "b 0.00039093\n",
      "c 0.582129\n",
      "d 0.00373705\n",
      "e 0.0013148\n",
      "f 0.00209469\n",
      "g 0.0691483\n",
      "h 0.00597982\n",
      "i 0.00345724\n",
      "k 0.0782769\n",
      "l 0.0222157\n",
      "m 0.000637468\n",
      "n 0.00160093\n",
      "o 0.0450559\n",
      "p 0.0245262\n",
      "q 0.00194474\n",
      "r 0.0446606\n",
      "s 0.000995499\n",
      "t 0.00106788\n",
      "u 0.00799602\n",
      "v 0.0472925\n",
      "w 0.0102732\n",
      "x 0.0360003\n",
      "y 0.00904987\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000199197\n",
      "b 0.00050865\n",
      "c 0.441947\n",
      "d 0.00726687\n",
      "e 0.00216333\n",
      "f 0.00217082\n",
      "g 0.066513\n",
      "h 0.00423224\n",
      "i 0.0049285\n",
      "k 0.105535\n",
      "l 0.015889\n",
      "m 0.00126346\n",
      "n 0.00351197\n",
      "o 0.0423401\n",
      "p 0.0259354\n",
      "q 0.00269313\n",
      "r 0.104959\n",
      "s 0.00175092\n",
      "t 0.00180307\n",
      "u 0.015156\n",
      "v 0.0571092\n",
      "w 0.0105118\n",
      "x 0.0741944\n",
      "y 0.00741804\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000183124\n",
      "b 0.000467286\n",
      "c 0.516925\n",
      "d 0.000934735\n",
      "e 0.00104887\n",
      "f 0.00165451\n",
      "g 0.115532\n",
      "h 0.0113061\n",
      "i 0.00257126\n",
      "k 0.0491908\n",
      "l 0.00945895\n",
      "m 0.00105434\n",
      "n 0.00228181\n",
      "o 0.0796964\n",
      "p 0.102613\n",
      "q 0.00508223\n",
      "r 0.0174147\n",
      "s 0.00126952\n",
      "t 0.00132989\n",
      "u 0.00340453\n",
      "v 0.0211924\n",
      "w 0.00960922\n",
      "x 0.0360299\n",
      "y 0.00975029\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000760686\n",
      "b 0.00199884\n",
      "c 0.163118\n",
      "d 0.0017626\n",
      "e 0.00518459\n",
      "f 0.00327011\n",
      "g 0.14432\n",
      "h 0.0168267\n",
      "i 0.0111458\n",
      "k 0.0897933\n",
      "l 0.00545224\n",
      "m 0.0140708\n",
      "n 0.0258803\n",
      "o 0.0975831\n",
      "p 0.204462\n",
      "q 0.0185125\n",
      "r 0.0516635\n",
      "s 0.00802741\n",
      "t 0.00704539\n",
      "u 0.011152\n",
      "v 0.0191332\n",
      "w 0.0100975\n",
      "x 0.0794893\n",
      "y 0.00925067\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000127871\n",
      "b 0.000342511\n",
      "c 0.206037\n",
      "d 0.000480812\n",
      "e 0.00072711\n",
      "f 0.00066089\n",
      "g 0.106196\n",
      "h 0.00986532\n",
      "i 0.00107758\n",
      "k 0.0692455\n",
      "l 0.0159941\n",
      "m 0.00379206\n",
      "n 0.00857166\n",
      "o 0.0521198\n",
      "p 0.382494\n",
      "q 0.0200724\n",
      "r 0.0244246\n",
      "s 0.000762884\n",
      "t 0.00165912\n",
      "u 0.00605803\n",
      "v 0.0419733\n",
      "w 0.0153607\n",
      "x 0.0243068\n",
      "y 0.00764977\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000161887\n",
      "b 0.000459488\n",
      "c 0.204496\n",
      "d 0.000347865\n",
      "e 0.000477134\n",
      "f 0.000619751\n",
      "g 0.106677\n",
      "h 0.0110335\n",
      "i 0.000849218\n",
      "k 0.0609581\n",
      "l 0.0120564\n",
      "m 0.00245253\n",
      "n 0.0062156\n",
      "o 0.0655321\n",
      "p 0.421103\n",
      "q 0.0201972\n",
      "r 0.0162981\n",
      "s 0.000767317\n",
      "t 0.00166186\n",
      "u 0.00498434\n",
      "v 0.0245348\n",
      "w 0.0109166\n",
      "x 0.0226364\n",
      "y 0.00456446\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00322704\n",
      "b 0.0145447\n",
      "c 0.0929139\n",
      "d 0.000446608\n",
      "e 0.00185917\n",
      "f 0.000842548\n",
      "g 0.0343469\n",
      "h 0.0571423\n",
      "i 0.00040071\n",
      "k 0.00751187\n",
      "l 0.000739119\n",
      "m 0.00952983\n",
      "n 0.0194296\n",
      "o 0.0338168\n",
      "p 0.274489\n",
      "q 0.363698\n",
      "r 0.0204642\n",
      "s 0.00476425\n",
      "t 0.00542745\n",
      "u 0.0354497\n",
      "v 0.00310876\n",
      "w 0.00125351\n",
      "x 0.0141194\n",
      "y 0.000474902\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00188283\n",
      "b 0.00118616\n",
      "c 0.00794717\n",
      "d 0.00022344\n",
      "e 0.000355799\n",
      "f 0.000153633\n",
      "g 0.0208702\n",
      "h 0.0704431\n",
      "i 0.000203984\n",
      "k 0.00420704\n",
      "l 0.000640649\n",
      "m 0.00128093\n",
      "n 0.00484141\n",
      "o 0.00282871\n",
      "p 0.393323\n",
      "q 0.457995\n",
      "r 0.00750103\n",
      "s 0.0015022\n",
      "t 0.00323697\n",
      "u 0.00889119\n",
      "v 0.000512944\n",
      "w 0.000179677\n",
      "x 0.00941378\n",
      "y 0.000379139\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00147799\n",
      "b 0.0076022\n",
      "c 0.0394708\n",
      "d 0.00626346\n",
      "e 0.00280898\n",
      "f 0.00185287\n",
      "g 0.0424435\n",
      "h 0.0503868\n",
      "i 0.00067663\n",
      "k 0.0450266\n",
      "l 0.00224534\n",
      "m 0.00360776\n",
      "n 0.0151845\n",
      "o 0.00826506\n",
      "p 0.165325\n",
      "q 0.0926774\n",
      "r 0.259572\n",
      "s 0.00365313\n",
      "t 0.00606631\n",
      "u 0.153669\n",
      "v 0.0077755\n",
      "w 0.00100773\n",
      "x 0.082652\n",
      "y 0.000289211\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0021582\n",
      "b 0.00228832\n",
      "c 0.0722466\n",
      "d 0.00478498\n",
      "e 0.0020991\n",
      "f 0.00067938\n",
      "g 0.0389597\n",
      "h 0.0525594\n",
      "i 0.000589181\n",
      "k 0.00952241\n",
      "l 0.00184036\n",
      "m 0.0016073\n",
      "n 0.0069383\n",
      "o 0.0106108\n",
      "p 0.340757\n",
      "q 0.232677\n",
      "r 0.0597206\n",
      "s 0.0044443\n",
      "t 0.00590249\n",
      "u 0.0394656\n",
      "v 0.00309529\n",
      "w 0.000539739\n",
      "x 0.105771\n",
      "y 0.000743711\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00133447\n",
      "b 0.00136315\n",
      "c 0.0409876\n",
      "d 0.000595661\n",
      "e 0.000615242\n",
      "f 0.000260043\n",
      "g 0.0629884\n",
      "h 0.12381\n",
      "i 0.00015636\n",
      "k 0.00253908\n",
      "l 0.000716039\n",
      "m 0.000807177\n",
      "n 0.0028904\n",
      "o 0.0067102\n",
      "p 0.349843\n",
      "q 0.365279\n",
      "r 0.00925575\n",
      "s 0.00128921\n",
      "t 0.00229199\n",
      "u 0.00781982\n",
      "v 0.000753208\n",
      "w 0.000242815\n",
      "x 0.0169666\n",
      "y 0.000485382\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00166671\n",
      "b 0.00194979\n",
      "c 0.075913\n",
      "d 0.0013646\n",
      "e 0.001014\n",
      "f 0.000382719\n",
      "g 0.0680163\n",
      "h 0.119608\n",
      "i 0.000219425\n",
      "k 0.00420775\n",
      "l 0.00115364\n",
      "m 0.000974816\n",
      "n 0.00362765\n",
      "o 0.0096992\n",
      "p 0.299722\n",
      "q 0.340636\n",
      "r 0.0194078\n",
      "s 0.00184611\n",
      "t 0.00295248\n",
      "u 0.0159018\n",
      "v 0.00153972\n",
      "w 0.000378265\n",
      "x 0.0272345\n",
      "y 0.000583985\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00101071\n",
      "b 0.000619594\n",
      "c 0.010097\n",
      "d 0.000161829\n",
      "e 0.000320089\n",
      "f 5.9063e-05\n",
      "g 0.0212375\n",
      "h 0.0290439\n",
      "i 9.03466e-05\n",
      "k 0.00172695\n",
      "l 0.000341607\n",
      "m 0.00205528\n",
      "n 0.00719568\n",
      "o 0.00359797\n",
      "p 0.304344\n",
      "q 0.590518\n",
      "r 0.00726709\n",
      "s 0.00114345\n",
      "t 0.00246448\n",
      "u 0.00835339\n",
      "v 0.000655303\n",
      "w 0.000173537\n",
      "x 0.00718241\n",
      "y 0.000340435\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00239386\n",
      "b 0.00200043\n",
      "c 0.0576485\n",
      "d 0.00839282\n",
      "e 0.00235148\n",
      "f 0.00164416\n",
      "g 0.0593416\n",
      "h 0.0625517\n",
      "i 0.00397679\n",
      "k 0.111679\n",
      "l 0.0368164\n",
      "m 0.00401803\n",
      "n 0.0158258\n",
      "o 0.00752597\n",
      "p 0.107256\n",
      "q 0.0532807\n",
      "r 0.179201\n",
      "s 0.00556863\n",
      "t 0.00799631\n",
      "u 0.147653\n",
      "v 0.0394902\n",
      "w 0.00419188\n",
      "x 0.0745476\n",
      "y 0.004647\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0256034\n",
      "b 0.00374339\n",
      "c 0.0299802\n",
      "d 0.00097141\n",
      "e 0.00331128\n",
      "f 0.000706505\n",
      "g 0.0535531\n",
      "h 0.0550473\n",
      "i 0.00278707\n",
      "k 0.014748\n",
      "l 0.00412612\n",
      "m 0.0165927\n",
      "n 0.0515211\n",
      "o 0.0130973\n",
      "p 0.1963\n",
      "q 0.394872\n",
      "r 0.0154934\n",
      "s 0.0165238\n",
      "t 0.0397846\n",
      "u 0.0218483\n",
      "v 0.00297556\n",
      "w 0.00145911\n",
      "x 0.0250999\n",
      "y 0.0098545\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00265464\n",
      "b 0.00178656\n",
      "c 0.0305794\n",
      "d 0.00271376\n",
      "e 0.00141801\n",
      "f 0.00031816\n",
      "g 0.0671176\n",
      "h 0.0647667\n",
      "i 0.000340035\n",
      "k 0.0173443\n",
      "l 0.00249655\n",
      "m 0.00360545\n",
      "n 0.0194219\n",
      "o 0.00885788\n",
      "p 0.265333\n",
      "q 0.27564\n",
      "r 0.0902028\n",
      "s 0.00420497\n",
      "t 0.00930964\n",
      "u 0.0657698\n",
      "v 0.00408396\n",
      "w 0.000580615\n",
      "x 0.0608949\n",
      "y 0.000559917\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00377783\n",
      "b 0.00197381\n",
      "c 0.014606\n",
      "d 0.00899255\n",
      "e 0.00155116\n",
      "f 0.000445089\n",
      "g 0.0794446\n",
      "h 0.0500781\n",
      "i 0.000337933\n",
      "k 0.0200387\n",
      "l 0.00116671\n",
      "m 0.00188274\n",
      "n 0.0187772\n",
      "o 0.00713857\n",
      "p 0.180315\n",
      "q 0.0699295\n",
      "r 0.136169\n",
      "s 0.0063435\n",
      "t 0.0195\n",
      "u 0.0880223\n",
      "v 0.00353509\n",
      "w 0.000532821\n",
      "x 0.285168\n",
      "y 0.000273321\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0029477\n",
      "b 0.00258817\n",
      "c 0.043365\n",
      "d 0.00471742\n",
      "e 0.00102908\n",
      "f 0.000608579\n",
      "g 0.080555\n",
      "h 0.153001\n",
      "i 0.000366499\n",
      "k 0.0518534\n",
      "l 0.0174784\n",
      "m 0.00138931\n",
      "n 0.00810761\n",
      "o 0.00660192\n",
      "p 0.167253\n",
      "q 0.185745\n",
      "r 0.106813\n",
      "s 0.00223149\n",
      "t 0.00636958\n",
      "u 0.114052\n",
      "v 0.00894827\n",
      "w 0.000928633\n",
      "x 0.0323794\n",
      "y 0.000671054\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000674338\n",
      "b 0.00223184\n",
      "c 0.0474946\n",
      "d 0.00316566\n",
      "e 0.000917863\n",
      "f 0.000788048\n",
      "g 0.0235532\n",
      "h 0.0144515\n",
      "i 0.000970414\n",
      "k 0.148902\n",
      "l 0.021878\n",
      "m 0.00218496\n",
      "n 0.00753848\n",
      "o 0.00785424\n",
      "p 0.118969\n",
      "q 0.0362014\n",
      "r 0.205477\n",
      "s 0.00168622\n",
      "t 0.00313994\n",
      "u 0.216976\n",
      "v 0.0981236\n",
      "w 0.00991465\n",
      "x 0.0251321\n",
      "y 0.00177403\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00118468\n",
      "b 0.00132254\n",
      "c 0.0999243\n",
      "d 0.00254806\n",
      "e 0.00345562\n",
      "f 0.000683044\n",
      "g 0.0233603\n",
      "h 0.0104544\n",
      "i 0.00246723\n",
      "k 0.0329181\n",
      "l 0.00619831\n",
      "m 0.0109868\n",
      "n 0.0239322\n",
      "o 0.0348109\n",
      "p 0.335355\n",
      "q 0.14683\n",
      "r 0.0987496\n",
      "s 0.00684476\n",
      "t 0.00838202\n",
      "u 0.055725\n",
      "v 0.0314874\n",
      "w 0.00570445\n",
      "x 0.0504216\n",
      "y 0.00625354\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00249337\n",
      "b 0.00128325\n",
      "c 0.0630216\n",
      "d 0.00123627\n",
      "e 0.00112254\n",
      "f 0.000255103\n",
      "g 0.061101\n",
      "h 0.0591338\n",
      "i 0.000306955\n",
      "k 0.00568736\n",
      "l 0.00217098\n",
      "m 0.00434379\n",
      "n 0.0156522\n",
      "o 0.018408\n",
      "p 0.266155\n",
      "q 0.413992\n",
      "r 0.0214319\n",
      "s 0.00282063\n",
      "t 0.00694483\n",
      "u 0.0214781\n",
      "v 0.00377891\n",
      "w 0.000878841\n",
      "x 0.0248901\n",
      "y 0.00141357\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.04142e-05\n",
      "b 0.000676274\n",
      "c 0.0636417\n",
      "d 0.00550671\n",
      "e 0.000576091\n",
      "f 0.000471668\n",
      "g 0.0163767\n",
      "h 0.00473878\n",
      "i 0.000429547\n",
      "k 0.0939606\n",
      "l 0.00298072\n",
      "m 0.000402234\n",
      "n 0.00163433\n",
      "o 0.00793678\n",
      "p 0.0258392\n",
      "q 0.00401974\n",
      "r 0.427631\n",
      "s 0.000705074\n",
      "t 0.000760414\n",
      "u 0.162449\n",
      "v 0.113089\n",
      "w 0.00698534\n",
      "x 0.0587616\n",
      "y 0.000357235\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 9.94599e-05\n",
      "b 0.00096933\n",
      "c 0.0558931\n",
      "d 0.00279507\n",
      "e 0.000118252\n",
      "f 0.000309671\n",
      "g 0.00420931\n",
      "h 0.00288838\n",
      "i 0.000158958\n",
      "k 0.0744002\n",
      "l 0.0139153\n",
      "m 9.05418e-05\n",
      "n 0.000412328\n",
      "o 0.0019666\n",
      "p 0.00507658\n",
      "q 0.00144979\n",
      "r 0.142554\n",
      "s 0.000172428\n",
      "t 0.000291753\n",
      "u 0.327905\n",
      "v 0.336844\n",
      "w 0.0163029\n",
      "x 0.0107837\n",
      "y 0.000393551\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000979265\n",
      "b 0.00313638\n",
      "c 0.0177606\n",
      "d 0.00164408\n",
      "e 0.00060085\n",
      "f 0.000819942\n",
      "g 0.0204622\n",
      "h 0.0207152\n",
      "i 0.000691686\n",
      "k 0.0906377\n",
      "l 0.0098848\n",
      "m 0.00199429\n",
      "n 0.00831784\n",
      "o 0.00347975\n",
      "p 0.225516\n",
      "q 0.0381872\n",
      "r 0.125347\n",
      "s 0.00195687\n",
      "t 0.00433961\n",
      "u 0.257592\n",
      "v 0.102988\n",
      "w 0.0165189\n",
      "x 0.0441592\n",
      "y 0.00227011\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.95365e-05\n",
      "b 0.000743707\n",
      "c 0.00789991\n",
      "d 0.00291473\n",
      "e 0.000207765\n",
      "f 0.000596697\n",
      "g 0.00612004\n",
      "h 0.0018906\n",
      "i 0.000446082\n",
      "k 0.11194\n",
      "l 0.00167197\n",
      "m 0.000167839\n",
      "n 0.00108723\n",
      "o 0.00134603\n",
      "p 0.0382992\n",
      "q 0.000959669\n",
      "r 0.247232\n",
      "s 0.000767581\n",
      "t 0.00116601\n",
      "u 0.203356\n",
      "v 0.192685\n",
      "w 0.0235094\n",
      "x 0.154373\n",
      "y 0.000539898\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0007881\n",
      "b 0.00260844\n",
      "c 0.0589165\n",
      "d 0.00416006\n",
      "e 0.000444101\n",
      "f 0.00126878\n",
      "g 0.0248295\n",
      "h 0.0315724\n",
      "i 0.000966424\n",
      "k 0.112016\n",
      "l 0.0325131\n",
      "m 0.000717228\n",
      "n 0.0028742\n",
      "o 0.00505727\n",
      "p 0.0927613\n",
      "q 0.0315494\n",
      "r 0.116059\n",
      "s 0.00102413\n",
      "t 0.00222686\n",
      "u 0.238063\n",
      "v 0.177265\n",
      "w 0.0243767\n",
      "x 0.0343069\n",
      "y 0.00363474\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00201605\n",
      "b 0.000919066\n",
      "c 0.0768215\n",
      "d 0.00626342\n",
      "e 0.00195487\n",
      "f 0.000392065\n",
      "g 0.0463842\n",
      "h 0.0155169\n",
      "i 0.00168112\n",
      "k 0.0890841\n",
      "l 0.0104813\n",
      "m 0.00229185\n",
      "n 0.0125742\n",
      "o 0.0170412\n",
      "p 0.156764\n",
      "q 0.0587765\n",
      "r 0.197719\n",
      "s 0.00665271\n",
      "t 0.0121254\n",
      "u 0.0997041\n",
      "v 0.0351086\n",
      "w 0.0041357\n",
      "x 0.14191\n",
      "y 0.00368246\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00101568\n",
      "b 0.00196112\n",
      "c 0.111308\n",
      "d 0.00320636\n",
      "e 0.000936283\n",
      "f 0.000678505\n",
      "g 0.0535443\n",
      "h 0.105888\n",
      "i 0.000541672\n",
      "k 0.0329838\n",
      "l 0.0110557\n",
      "m 0.000998839\n",
      "n 0.00405691\n",
      "o 0.0093454\n",
      "p 0.240752\n",
      "q 0.124252\n",
      "r 0.0985978\n",
      "s 0.00207306\n",
      "t 0.00264539\n",
      "u 0.110847\n",
      "v 0.0207526\n",
      "w 0.00204616\n",
      "x 0.0592869\n",
      "y 0.00122613\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000901588\n",
      "b 0.000511073\n",
      "c 0.0196726\n",
      "d 0.000381152\n",
      "e 0.000537209\n",
      "f 0.000122356\n",
      "g 0.0476576\n",
      "h 0.0611233\n",
      "i 0.000162839\n",
      "k 0.00918708\n",
      "l 0.00164675\n",
      "m 0.00111851\n",
      "n 0.00553333\n",
      "o 0.00600501\n",
      "p 0.595445\n",
      "q 0.179454\n",
      "r 0.0208214\n",
      "s 0.00206289\n",
      "t 0.00376588\n",
      "u 0.0129732\n",
      "v 0.00164762\n",
      "w 0.000319909\n",
      "x 0.0283905\n",
      "y 0.000558415\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000292707\n",
      "b 0.00213862\n",
      "c 0.0256857\n",
      "d 0.000492217\n",
      "e 0.000362243\n",
      "f 0.00030784\n",
      "g 0.0116293\n",
      "h 0.0332895\n",
      "i 9.70115e-05\n",
      "k 0.00334895\n",
      "l 0.000587519\n",
      "m 0.000576262\n",
      "n 0.00141368\n",
      "o 0.00374748\n",
      "p 0.5181\n",
      "q 0.349346\n",
      "r 0.0170862\n",
      "s 0.000542182\n",
      "t 0.000677075\n",
      "u 0.020634\n",
      "v 0.0018333\n",
      "w 0.000409171\n",
      "x 0.00723319\n",
      "y 0.000169849\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000784174\n",
      "b 0.00211109\n",
      "c 0.0140926\n",
      "d 0.0010204\n",
      "e 0.000310305\n",
      "f 0.000369616\n",
      "g 0.00554682\n",
      "h 0.0193119\n",
      "i 0.000294606\n",
      "k 0.014361\n",
      "l 0.00626515\n",
      "m 0.000822758\n",
      "n 0.00235986\n",
      "o 0.00163515\n",
      "p 0.332828\n",
      "q 0.484062\n",
      "r 0.0351066\n",
      "s 0.000700993\n",
      "t 0.0012825\n",
      "u 0.0648905\n",
      "v 0.00553423\n",
      "w 0.000793371\n",
      "x 0.00499494\n",
      "y 0.000522329\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00205429\n",
      "b 0.00265785\n",
      "c 0.0244965\n",
      "d 0.000437216\n",
      "e 0.000202178\n",
      "f 0.000352133\n",
      "g 0.0114045\n",
      "h 0.133724\n",
      "i 0.000171883\n",
      "k 0.0104047\n",
      "l 0.0233932\n",
      "m 0.000504008\n",
      "n 0.00142335\n",
      "o 0.00159868\n",
      "p 0.160041\n",
      "q 0.579517\n",
      "r 0.0090167\n",
      "s 0.000380243\n",
      "t 0.000953273\n",
      "u 0.032465\n",
      "v 0.00255929\n",
      "w 0.000384535\n",
      "x 0.0013328\n",
      "y 0.000525363\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00128735\n",
      "b 0.00610001\n",
      "c 0.041047\n",
      "d 0.000650198\n",
      "e 0.000331253\n",
      "f 0.000524392\n",
      "g 0.0076069\n",
      "h 0.0544724\n",
      "i 0.000246704\n",
      "k 0.0134544\n",
      "l 0.00982932\n",
      "m 0.000929807\n",
      "n 0.00189616\n",
      "o 0.00314651\n",
      "p 0.196809\n",
      "q 0.554414\n",
      "r 0.0209391\n",
      "s 0.000510471\n",
      "t 0.000800376\n",
      "u 0.0753415\n",
      "v 0.00636019\n",
      "w 0.00098446\n",
      "x 0.00188284\n",
      "y 0.000436166\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0018438\n",
      "b 0.00141537\n",
      "c 0.073201\n",
      "d 0.000458218\n",
      "e 0.000415079\n",
      "f 0.000532286\n",
      "g 0.0200777\n",
      "h 0.119733\n",
      "i 0.000485417\n",
      "k 0.0144751\n",
      "l 0.0327853\n",
      "m 0.000812578\n",
      "n 0.00218713\n",
      "o 0.00491448\n",
      "p 0.371379\n",
      "q 0.310083\n",
      "r 0.00896765\n",
      "s 0.000987849\n",
      "t 0.00171358\n",
      "u 0.0188354\n",
      "v 0.00559858\n",
      "w 0.00111304\n",
      "x 0.00515252\n",
      "y 0.00283385\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00106996\n",
      "b 0.00157324\n",
      "c 0.140072\n",
      "d 0.000670197\n",
      "e 0.000262777\n",
      "f 0.000276974\n",
      "g 0.00893956\n",
      "h 0.026834\n",
      "i 0.000279771\n",
      "k 0.00683155\n",
      "l 0.0145597\n",
      "m 0.000709853\n",
      "n 0.00167\n",
      "o 0.0053083\n",
      "p 0.162804\n",
      "q 0.568426\n",
      "r 0.0136565\n",
      "s 0.000497267\n",
      "t 0.000824112\n",
      "u 0.0314677\n",
      "v 0.00733217\n",
      "w 0.00103955\n",
      "x 0.00349927\n",
      "y 0.00139633\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00120221\n",
      "b 0.00122868\n",
      "c 0.00939888\n",
      "d 9.45353e-05\n",
      "e 0.000383465\n",
      "f 6.37798e-05\n",
      "g 0.00918698\n",
      "h 0.0108474\n",
      "i 9.23579e-05\n",
      "k 0.000780261\n",
      "l 9.01268e-05\n",
      "m 0.0043263\n",
      "n 0.0103972\n",
      "o 0.00697387\n",
      "p 0.293779\n",
      "q 0.632442\n",
      "r 0.00396867\n",
      "s 0.00166203\n",
      "t 0.00279727\n",
      "u 0.00524741\n",
      "v 0.000331098\n",
      "w 0.000163574\n",
      "x 0.00434169\n",
      "y 0.000200802\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000562439\n",
      "b 0.000190225\n",
      "c 0.00119814\n",
      "d 1.6227e-05\n",
      "e 7.46355e-05\n",
      "f 1.73184e-05\n",
      "g 0.0016718\n",
      "h 0.00655348\n",
      "i 3.0464e-05\n",
      "k 0.000202692\n",
      "l 9.04202e-05\n",
      "m 0.000602852\n",
      "n 0.00145395\n",
      "o 0.000423812\n",
      "p 0.196624\n",
      "q 0.787245\n",
      "r 0.000527101\n",
      "s 0.000247389\n",
      "t 0.000746983\n",
      "u 0.000754794\n",
      "v 4.56786e-05\n",
      "w 2.46355e-05\n",
      "x 0.000501866\n",
      "y 0.000193785\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00405914\n",
      "b 0.00220112\n",
      "c 0.0255812\n",
      "d 0.00083375\n",
      "e 0.0013089\n",
      "f 0.000372013\n",
      "g 0.0412062\n",
      "h 0.0862764\n",
      "i 0.000524645\n",
      "k 0.0235168\n",
      "l 0.00454147\n",
      "m 0.00427769\n",
      "n 0.0159309\n",
      "o 0.00766938\n",
      "p 0.309209\n",
      "q 0.350728\n",
      "r 0.0413242\n",
      "s 0.00368398\n",
      "t 0.00907208\n",
      "u 0.0425952\n",
      "v 0.00376043\n",
      "w 0.000737647\n",
      "x 0.0192303\n",
      "y 0.00135991\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0142456\n",
      "b 0.0107141\n",
      "c 0.0483226\n",
      "d 0.00204447\n",
      "e 0.00532944\n",
      "f 0.00167435\n",
      "g 0.0435358\n",
      "h 0.0731911\n",
      "i 0.00339923\n",
      "k 0.0420108\n",
      "l 0.00782307\n",
      "m 0.0258771\n",
      "n 0.0601002\n",
      "o 0.030742\n",
      "p 0.172952\n",
      "q 0.273168\n",
      "r 0.0437003\n",
      "s 0.0149501\n",
      "t 0.0238816\n",
      "u 0.0721974\n",
      "v 0.00680099\n",
      "w 0.00184703\n",
      "x 0.0191087\n",
      "y 0.00238297\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0218027\n",
      "b 0.00813148\n",
      "c 0.0148062\n",
      "d 0.00191162\n",
      "e 0.00625871\n",
      "f 0.00116913\n",
      "g 0.0343952\n",
      "h 0.0488984\n",
      "i 0.00492495\n",
      "k 0.0326409\n",
      "l 0.00327355\n",
      "m 0.037194\n",
      "n 0.101071\n",
      "o 0.0191237\n",
      "p 0.201912\n",
      "q 0.246883\n",
      "r 0.0397633\n",
      "s 0.0295105\n",
      "t 0.0480981\n",
      "u 0.059014\n",
      "v 0.00362318\n",
      "w 0.00129667\n",
      "x 0.0315595\n",
      "y 0.00273833\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0120833\n",
      "b 0.00281385\n",
      "c 0.0229759\n",
      "d 0.000530777\n",
      "e 0.00253927\n",
      "f 0.000724719\n",
      "g 0.0494787\n",
      "h 0.0704251\n",
      "i 0.00239769\n",
      "k 0.0150007\n",
      "l 0.00363159\n",
      "m 0.0145368\n",
      "n 0.0424665\n",
      "o 0.0187283\n",
      "p 0.380325\n",
      "q 0.268333\n",
      "r 0.0112141\n",
      "s 0.0125921\n",
      "t 0.0261519\n",
      "u 0.0118376\n",
      "v 0.00143157\n",
      "w 0.000718488\n",
      "x 0.0247917\n",
      "y 0.00427164\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00448029\n",
      "b 0.00125195\n",
      "c 0.0170549\n",
      "d 0.000193177\n",
      "e 0.00111978\n",
      "f 0.000198241\n",
      "g 0.0342616\n",
      "h 0.0712169\n",
      "i 0.000493665\n",
      "k 0.00389765\n",
      "l 0.00114381\n",
      "m 0.00693359\n",
      "n 0.019186\n",
      "o 0.0117034\n",
      "p 0.342983\n",
      "q 0.446017\n",
      "r 0.00592365\n",
      "s 0.00574418\n",
      "t 0.00930379\n",
      "u 0.00611139\n",
      "v 0.000545812\n",
      "w 0.000226841\n",
      "x 0.00876417\n",
      "y 0.0012457\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0290811\n",
      "b 0.00276762\n",
      "c 0.0266394\n",
      "d 0.00104418\n",
      "e 0.0035269\n",
      "f 0.000616095\n",
      "g 0.046\n",
      "h 0.0792406\n",
      "i 0.00246768\n",
      "k 0.0134771\n",
      "l 0.0107549\n",
      "m 0.0212638\n",
      "n 0.0707114\n",
      "o 0.0159991\n",
      "p 0.221737\n",
      "q 0.335504\n",
      "r 0.0127197\n",
      "s 0.017113\n",
      "t 0.0415638\n",
      "u 0.0185493\n",
      "v 0.00144052\n",
      "w 0.00046753\n",
      "x 0.0221799\n",
      "y 0.0051353\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0163673\n",
      "b 0.00347656\n",
      "c 0.0302043\n",
      "d 0.000839644\n",
      "e 0.00362871\n",
      "f 0.000664534\n",
      "g 0.0749105\n",
      "h 0.119716\n",
      "i 0.00414559\n",
      "k 0.0255384\n",
      "l 0.00274717\n",
      "m 0.0181408\n",
      "n 0.0584804\n",
      "o 0.0381935\n",
      "p 0.23791\n",
      "q 0.185673\n",
      "r 0.0204729\n",
      "s 0.0370324\n",
      "t 0.035441\n",
      "u 0.0213008\n",
      "v 0.00156633\n",
      "w 0.000614782\n",
      "x 0.0604637\n",
      "y 0.00247158\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00404651\n",
      "b 0.00325576\n",
      "c 0.0766763\n",
      "d 0.00108783\n",
      "e 0.00213668\n",
      "f 0.000517077\n",
      "g 0.0147226\n",
      "h 0.0444453\n",
      "i 0.00195514\n",
      "k 0.00541719\n",
      "l 0.00243148\n",
      "m 0.00622617\n",
      "n 0.00899559\n",
      "o 0.0245719\n",
      "p 0.141249\n",
      "q 0.610501\n",
      "r 0.0132707\n",
      "s 0.00712912\n",
      "t 0.00370439\n",
      "u 0.018636\n",
      "v 0.00133137\n",
      "w 0.000328183\n",
      "x 0.00628934\n",
      "y 0.00107519\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00256222\n",
      "b 0.00183202\n",
      "c 0.0596906\n",
      "d 0.000363989\n",
      "e 0.0010881\n",
      "f 0.000258702\n",
      "g 0.00649058\n",
      "h 0.0118792\n",
      "i 0.000731479\n",
      "k 0.00136858\n",
      "l 0.000865165\n",
      "m 0.00514256\n",
      "n 0.0075339\n",
      "o 0.0224276\n",
      "p 0.193141\n",
      "q 0.663624\n",
      "r 0.00412129\n",
      "s 0.00390661\n",
      "t 0.00294588\n",
      "u 0.00499214\n",
      "v 0.0004028\n",
      "w 0.000154075\n",
      "x 0.00375479\n",
      "y 0.000723088\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00768655\n",
      "b 0.00346688\n",
      "c 0.051287\n",
      "d 0.00158603\n",
      "e 0.0027786\n",
      "f 0.000749165\n",
      "g 0.015713\n",
      "h 0.0299868\n",
      "i 0.00240807\n",
      "k 0.00789219\n",
      "l 0.00506106\n",
      "m 0.0119243\n",
      "n 0.0246337\n",
      "o 0.0168427\n",
      "p 0.190565\n",
      "q 0.553066\n",
      "r 0.0190691\n",
      "s 0.00912158\n",
      "t 0.0098571\n",
      "u 0.0208358\n",
      "v 0.00121655\n",
      "w 0.000314196\n",
      "x 0.0121406\n",
      "y 0.00179812\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00361558\n",
      "b 0.00113454\n",
      "c 0.0422139\n",
      "d 0.00206348\n",
      "e 0.00161603\n",
      "f 0.000346061\n",
      "g 0.00811419\n",
      "h 0.0275403\n",
      "i 0.00191021\n",
      "k 0.00695754\n",
      "l 0.00756822\n",
      "m 0.0035122\n",
      "n 0.00655685\n",
      "o 0.0083231\n",
      "p 0.151003\n",
      "q 0.67283\n",
      "r 0.0158164\n",
      "s 0.0044455\n",
      "t 0.00370325\n",
      "u 0.0191928\n",
      "v 0.00151367\n",
      "w 0.000271232\n",
      "x 0.00779769\n",
      "y 0.00195434\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00242916\n",
      "b 0.0010767\n",
      "c 0.0330571\n",
      "d 0.000567677\n",
      "e 0.000791572\n",
      "f 0.000248187\n",
      "g 0.00761988\n",
      "h 0.0248066\n",
      "i 0.00088381\n",
      "k 0.00256796\n",
      "l 0.00283763\n",
      "m 0.0028228\n",
      "n 0.00472677\n",
      "o 0.00908494\n",
      "p 0.168465\n",
      "q 0.715769\n",
      "r 0.00515217\n",
      "s 0.00269937\n",
      "t 0.00243789\n",
      "u 0.00689729\n",
      "v 0.000632954\n",
      "w 0.00019047\n",
      "x 0.00303281\n",
      "y 0.00120182\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00435635\n",
      "b 0.00233042\n",
      "c 0.0598153\n",
      "d 0.00145479\n",
      "e 0.00363974\n",
      "f 0.000292456\n",
      "g 0.0153563\n",
      "h 0.0314365\n",
      "i 0.000746359\n",
      "k 0.00624875\n",
      "l 0.00283596\n",
      "m 0.0106182\n",
      "n 0.0213715\n",
      "o 0.0245431\n",
      "p 0.170485\n",
      "q 0.571248\n",
      "r 0.0221707\n",
      "s 0.00822902\n",
      "t 0.00695713\n",
      "u 0.0248509\n",
      "v 0.00135954\n",
      "w 0.000213815\n",
      "x 0.00880961\n",
      "y 0.000630748\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0028683\n",
      "b 0.000609847\n",
      "c 0.423741\n",
      "d 0.00298649\n",
      "e 0.00131846\n",
      "f 0.000196666\n",
      "g 0.0266693\n",
      "h 0.0292079\n",
      "i 0.00108319\n",
      "k 0.00605628\n",
      "l 0.012248\n",
      "m 0.0022709\n",
      "n 0.00598113\n",
      "o 0.057566\n",
      "p 0.0860414\n",
      "q 0.274778\n",
      "r 0.0161774\n",
      "s 0.00459083\n",
      "t 0.00342516\n",
      "u 0.0153704\n",
      "v 0.00355408\n",
      "w 0.000452974\n",
      "x 0.0209302\n",
      "y 0.00187692\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000695662\n",
      "b 0.000144819\n",
      "c 0.648879\n",
      "d 0.000448549\n",
      "e 0.000331614\n",
      "f 5.88465e-05\n",
      "g 0.0213173\n",
      "h 0.0224657\n",
      "i 0.000491404\n",
      "k 0.00137842\n",
      "l 0.00486941\n",
      "m 0.000784146\n",
      "n 0.00154329\n",
      "o 0.0534456\n",
      "p 0.0440047\n",
      "q 0.181117\n",
      "r 0.00358152\n",
      "s 0.00145829\n",
      "t 0.000650908\n",
      "u 0.00291028\n",
      "v 0.00147902\n",
      "w 0.000212792\n",
      "x 0.00634406\n",
      "y 0.00138796\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000847332\n",
      "b 0.000114974\n",
      "c 0.250383\n",
      "d 0.000204156\n",
      "e 0.000228558\n",
      "f 4.16905e-05\n",
      "g 0.0159114\n",
      "h 0.00945635\n",
      "i 0.000450551\n",
      "k 0.0014994\n",
      "l 0.0039351\n",
      "m 0.00129077\n",
      "n 0.00262311\n",
      "o 0.0273926\n",
      "p 0.103307\n",
      "q 0.566898\n",
      "r 0.00284886\n",
      "s 0.00112533\n",
      "t 0.00116415\n",
      "u 0.00185757\n",
      "v 0.00119869\n",
      "w 0.000301421\n",
      "x 0.0035854\n",
      "y 0.00333445\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00114007\n",
      "b 0.000133578\n",
      "c 0.226878\n",
      "d 0.000312324\n",
      "e 0.000475273\n",
      "f 5.57132e-05\n",
      "g 0.0599646\n",
      "h 0.0106409\n",
      "i 0.00209705\n",
      "k 0.0169213\n",
      "l 0.00450484\n",
      "m 0.00309093\n",
      "n 0.00866446\n",
      "o 0.095208\n",
      "p 0.22571\n",
      "q 0.272549\n",
      "r 0.0209007\n",
      "s 0.00688673\n",
      "t 0.00505557\n",
      "u 0.00529989\n",
      "v 0.00395211\n",
      "w 0.00100674\n",
      "x 0.0223217\n",
      "y 0.00623057\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00105164\n",
      "b 0.000118444\n",
      "c 0.132642\n",
      "d 0.000100356\n",
      "e 0.000281803\n",
      "f 9.23673e-05\n",
      "g 0.0806578\n",
      "h 0.0427045\n",
      "i 0.00125275\n",
      "k 0.00530611\n",
      "l 0.00426919\n",
      "m 0.00117054\n",
      "n 0.00310792\n",
      "o 0.0521334\n",
      "p 0.459587\n",
      "q 0.184713\n",
      "r 0.00226461\n",
      "s 0.0040371\n",
      "t 0.00279964\n",
      "u 0.000816961\n",
      "v 0.000786294\n",
      "w 0.000468194\n",
      "x 0.0131992\n",
      "y 0.00644027\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00127448\n",
      "b 8.32176e-05\n",
      "c 0.0440418\n",
      "d 0.000259012\n",
      "e 0.000625622\n",
      "f 0.00014331\n",
      "g 0.123037\n",
      "h 0.0397847\n",
      "i 0.00368635\n",
      "k 0.0347252\n",
      "l 0.0111637\n",
      "m 0.00185551\n",
      "n 0.00679831\n",
      "o 0.0262378\n",
      "p 0.54762\n",
      "q 0.0732779\n",
      "r 0.00811579\n",
      "s 0.00815384\n",
      "t 0.00767041\n",
      "u 0.00168688\n",
      "v 0.00228826\n",
      "w 0.00112504\n",
      "x 0.0380165\n",
      "y 0.018329\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00390974\n",
      "b 8.38212e-05\n",
      "c 0.047618\n",
      "d 0.000503416\n",
      "e 0.00110992\n",
      "f 0.000182802\n",
      "g 0.0624617\n",
      "h 0.025182\n",
      "i 0.0170934\n",
      "k 0.0501414\n",
      "l 0.0285161\n",
      "m 0.00476338\n",
      "n 0.0162862\n",
      "o 0.0426524\n",
      "p 0.402963\n",
      "q 0.0887983\n",
      "r 0.0104861\n",
      "s 0.0280378\n",
      "t 0.0233376\n",
      "u 0.00284978\n",
      "v 0.00426292\n",
      "w 0.00216244\n",
      "x 0.0647919\n",
      "y 0.0718058\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00061539\n",
      "b 6.3443e-05\n",
      "c 0.0839797\n",
      "d 0.00022802\n",
      "e 0.000367452\n",
      "f 0.000185227\n",
      "g 0.116418\n",
      "h 0.0551972\n",
      "i 0.00496452\n",
      "k 0.0608345\n",
      "l 0.0347977\n",
      "m 0.00125138\n",
      "n 0.00366071\n",
      "o 0.0367956\n",
      "p 0.469641\n",
      "q 0.054667\n",
      "r 0.00891477\n",
      "s 0.00464685\n",
      "t 0.00352132\n",
      "u 0.00203419\n",
      "v 0.00528987\n",
      "w 0.00206848\n",
      "x 0.0259517\n",
      "y 0.0239058\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000263025\n",
      "b 4.17877e-05\n",
      "c 0.0920818\n",
      "d 0.000262357\n",
      "e 0.000247236\n",
      "f 0.000197894\n",
      "g 0.148481\n",
      "h 0.0704376\n",
      "i 0.00411407\n",
      "k 0.096669\n",
      "l 0.0428526\n",
      "m 0.000383889\n",
      "n 0.00131058\n",
      "o 0.0242186\n",
      "p 0.415368\n",
      "q 0.0196519\n",
      "r 0.0118872\n",
      "s 0.00276377\n",
      "t 0.00157244\n",
      "u 0.00191543\n",
      "v 0.00656044\n",
      "w 0.00217334\n",
      "x 0.038831\n",
      "y 0.0177149\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00070533\n",
      "b 6.83347e-05\n",
      "c 0.0166812\n",
      "d 2.03022e-05\n",
      "e 5.99725e-05\n",
      "f 9.64564e-06\n",
      "g 0.00477277\n",
      "h 0.00962197\n",
      "i 8.59029e-05\n",
      "k 0.000159286\n",
      "l 0.000314555\n",
      "m 0.000380411\n",
      "n 0.00063279\n",
      "o 0.00576573\n",
      "p 0.0816174\n",
      "q 0.876788\n",
      "r 0.000192511\n",
      "s 0.000483512\n",
      "t 0.00048725\n",
      "u 0.000247711\n",
      "v 5.81027e-05\n",
      "w 3.27827e-05\n",
      "x 0.00028669\n",
      "y 0.000528331\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000276686\n",
      "b 3.48683e-05\n",
      "c 0.00331963\n",
      "d 1.31584e-05\n",
      "e 3.02314e-05\n",
      "f 7.86394e-06\n",
      "g 0.00243434\n",
      "h 0.00527944\n",
      "i 3.86538e-05\n",
      "k 6.39007e-05\n",
      "l 0.000131899\n",
      "m 0.000244612\n",
      "n 0.000453753\n",
      "o 0.00101761\n",
      "p 0.124719\n",
      "q 0.860471\n",
      "r 0.000108037\n",
      "s 0.000151154\n",
      "t 0.000302601\n",
      "u 0.000123827\n",
      "v 3.11924e-05\n",
      "w 2.36572e-05\n",
      "x 0.00023357\n",
      "y 0.00048965\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00305368\n",
      "b 0.000220174\n",
      "c 0.0227866\n",
      "d 0.000226465\n",
      "e 0.0002774\n",
      "f 0.000100144\n",
      "g 0.00865216\n",
      "h 0.0118409\n",
      "i 0.000709802\n",
      "k 0.000940571\n",
      "l 0.00311094\n",
      "m 0.0013495\n",
      "n 0.00316115\n",
      "o 0.00571623\n",
      "p 0.220042\n",
      "q 0.704241\n",
      "r 0.000721606\n",
      "s 0.00143414\n",
      "t 0.00316261\n",
      "u 0.000799178\n",
      "v 0.000227284\n",
      "w 0.000151041\n",
      "x 0.00250941\n",
      "y 0.00456649\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00171618\n",
      "b 0.000245169\n",
      "c 0.0319745\n",
      "d 0.000217998\n",
      "e 0.000297205\n",
      "f 0.000163017\n",
      "g 0.032484\n",
      "h 0.0690196\n",
      "i 0.000532854\n",
      "k 0.00212216\n",
      "l 0.00509286\n",
      "m 0.000729037\n",
      "n 0.00202325\n",
      "o 0.00599998\n",
      "p 0.449614\n",
      "q 0.383424\n",
      "r 0.00123774\n",
      "s 0.00129323\n",
      "t 0.00218195\n",
      "u 0.00101863\n",
      "v 0.000348125\n",
      "w 0.000192984\n",
      "x 0.00465321\n",
      "y 0.00341799\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000292967\n",
      "b 1.84567e-05\n",
      "c 0.0201451\n",
      "d 1.82557e-05\n",
      "e 4.22411e-05\n",
      "f 6.15421e-06\n",
      "g 0.00318494\n",
      "h 0.00520421\n",
      "i 7.66474e-05\n",
      "k 7.02939e-05\n",
      "l 0.000426816\n",
      "m 0.000330957\n",
      "n 0.000462696\n",
      "o 0.00454135\n",
      "p 0.0661427\n",
      "q 0.897267\n",
      "r 9.86334e-05\n",
      "s 0.000247023\n",
      "t 0.000254122\n",
      "u 9.46026e-05\n",
      "v 4.89131e-05\n",
      "w 2.47791e-05\n",
      "x 0.000173252\n",
      "y 0.000827539\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00160206\n",
      "b 0.000295129\n",
      "c 0.173776\n",
      "d 0.000491656\n",
      "e 0.00028114\n",
      "f 9.30299e-05\n",
      "g 0.0699164\n",
      "h 0.0939124\n",
      "i 0.000372622\n",
      "k 0.00527881\n",
      "l 0.0101825\n",
      "m 0.000779274\n",
      "n 0.00256685\n",
      "o 0.0255637\n",
      "p 0.195884\n",
      "q 0.394861\n",
      "r 0.00517264\n",
      "s 0.0015147\n",
      "t 0.00180187\n",
      "u 0.00519395\n",
      "v 0.00175737\n",
      "w 0.000353427\n",
      "x 0.0067981\n",
      "y 0.00155109\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000107853\n",
      "b 4.62871e-05\n",
      "c 0.0023094\n",
      "d 2.23525e-05\n",
      "e 3.45586e-05\n",
      "f 5.81898e-06\n",
      "g 0.00412229\n",
      "h 0.00486056\n",
      "i 8.24395e-06\n",
      "k 0.000211069\n",
      "l 6.12166e-05\n",
      "m 0.000118759\n",
      "n 0.000457791\n",
      "o 0.000869971\n",
      "p 0.532756\n",
      "q 0.451019\n",
      "r 0.000738105\n",
      "s 0.000143481\n",
      "t 0.00035709\n",
      "u 0.000504063\n",
      "v 7.50866e-05\n",
      "w 2.92863e-05\n",
      "x 0.00106375\n",
      "y 7.79317e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000218773\n",
      "b 9.176e-05\n",
      "c 0.00717124\n",
      "d 3.98301e-05\n",
      "e 5.99464e-05\n",
      "f 1.89009e-05\n",
      "g 0.00492844\n",
      "h 0.00781347\n",
      "i 3.15673e-05\n",
      "k 0.000334438\n",
      "l 0.000217748\n",
      "m 0.000173773\n",
      "n 0.000488632\n",
      "o 0.00190453\n",
      "p 0.521891\n",
      "q 0.451041\n",
      "r 0.000622307\n",
      "s 0.000244741\n",
      "t 0.000449925\n",
      "u 0.000526168\n",
      "v 0.000116352\n",
      "w 5.7277e-05\n",
      "x 0.00130599\n",
      "y 0.000251743\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00019389\n",
      "b 6.98987e-05\n",
      "c 0.0110281\n",
      "d 4.14128e-05\n",
      "e 5.25982e-05\n",
      "f 1.19959e-05\n",
      "g 0.00363374\n",
      "h 0.00360571\n",
      "i 2.90481e-05\n",
      "k 0.000142491\n",
      "l 0.000147326\n",
      "m 0.00026177\n",
      "n 0.000550762\n",
      "o 0.00273419\n",
      "p 0.231662\n",
      "q 0.743512\n",
      "r 0.000376663\n",
      "s 0.000167181\n",
      "t 0.000332004\n",
      "u 0.000353401\n",
      "v 0.000116356\n",
      "w 6.56518e-05\n",
      "x 0.000594171\n",
      "y 0.000317708\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00030605\n",
      "b 9.08004e-05\n",
      "c 0.0224676\n",
      "d 8.71046e-05\n",
      "e 9.0226e-05\n",
      "f 3.41873e-05\n",
      "g 0.00637212\n",
      "h 0.00985129\n",
      "i 0.000156726\n",
      "k 0.000356328\n",
      "l 0.000484166\n",
      "m 0.000277373\n",
      "n 0.000490814\n",
      "o 0.0055423\n",
      "p 0.346828\n",
      "q 0.602425\n",
      "r 0.000450124\n",
      "s 0.000380832\n",
      "t 0.000398916\n",
      "u 0.000409634\n",
      "v 0.000179745\n",
      "w 0.000109302\n",
      "x 0.00129721\n",
      "y 0.000913455\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.22349e-05\n",
      "b 2.88339e-05\n",
      "c 0.00962467\n",
      "d 2.02531e-05\n",
      "e 2.11101e-05\n",
      "f 4.30247e-06\n",
      "g 0.00170925\n",
      "h 0.00112739\n",
      "i 1.56127e-05\n",
      "k 5.53584e-05\n",
      "l 5.4184e-05\n",
      "m 0.000172314\n",
      "n 0.000298673\n",
      "o 0.00184601\n",
      "p 0.12129\n",
      "q 0.862562\n",
      "r 0.000219259\n",
      "s 7.36166e-05\n",
      "t 0.000109486\n",
      "u 0.000192778\n",
      "v 7.07814e-05\n",
      "w 3.44936e-05\n",
      "x 0.000246782\n",
      "y 0.0001604\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000393574\n",
      "b 5.63283e-05\n",
      "c 0.00426589\n",
      "d 1.7624e-05\n",
      "e 3.35734e-05\n",
      "f 9.55494e-06\n",
      "g 0.00688835\n",
      "h 0.00692668\n",
      "i 4.87858e-05\n",
      "k 0.000135095\n",
      "l 0.000144089\n",
      "m 0.000359763\n",
      "n 0.000889817\n",
      "o 0.00260317\n",
      "p 0.229399\n",
      "q 0.745527\n",
      "r 0.000176456\n",
      "s 0.000300446\n",
      "t 0.000653064\n",
      "u 0.000182865\n",
      "v 5.08242e-05\n",
      "w 4.73454e-05\n",
      "x 0.000452711\n",
      "y 0.000437913\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000150328\n",
      "b 4.67797e-05\n",
      "c 0.00316336\n",
      "d 1.10423e-05\n",
      "e 2.04615e-05\n",
      "f 7.4398e-06\n",
      "g 0.00366073\n",
      "h 0.00394355\n",
      "i 2.76911e-05\n",
      "k 5.16728e-05\n",
      "l 3.81482e-05\n",
      "m 0.000182838\n",
      "n 0.000333207\n",
      "o 0.00190365\n",
      "p 0.234235\n",
      "q 0.751224\n",
      "r 8.96314e-05\n",
      "s 0.000131634\n",
      "t 0.000225818\n",
      "u 8.59949e-05\n",
      "v 2.34783e-05\n",
      "w 2.97275e-05\n",
      "x 0.000232055\n",
      "y 0.000182133\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.81691e-05\n",
      "b 1.18222e-05\n",
      "c 0.000555612\n",
      "d 2.09776e-06\n",
      "e 5.6664e-06\n",
      "f 2.24023e-06\n",
      "g 0.000276588\n",
      "h 0.000843108\n",
      "i 6.02233e-06\n",
      "k 8.20103e-06\n",
      "l 8.04554e-06\n",
      "m 2.97592e-05\n",
      "n 3.95412e-05\n",
      "o 0.000177792\n",
      "p 0.23255\n",
      "q 0.76525\n",
      "r 1.86948e-05\n",
      "s 2.21438e-05\n",
      "t 3.36139e-05\n",
      "u 1.69988e-05\n",
      "v 3.4042e-06\n",
      "w 4.52717e-06\n",
      "x 4.49927e-05\n",
      "y 6.07713e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.66809e-05\n",
      "b 1.05681e-05\n",
      "c 0.000312795\n",
      "d 2.37362e-06\n",
      "e 5.85736e-06\n",
      "f 2.92309e-06\n",
      "g 0.000202077\n",
      "h 0.000517356\n",
      "i 8.66651e-06\n",
      "k 1.38658e-05\n",
      "l 1.30452e-05\n",
      "m 3.22104e-05\n",
      "n 4.58418e-05\n",
      "o 9.23544e-05\n",
      "p 0.381627\n",
      "q 0.616795\n",
      "r 2.5628e-05\n",
      "s 2.07092e-05\n",
      "t 4.07766e-05\n",
      "u 2.14096e-05\n",
      "v 5.26795e-06\n",
      "w 6.85704e-06\n",
      "x 5.90645e-05\n",
      "y 0.000111597\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00012944\n",
      "b 3.15222e-05\n",
      "c 0.000757345\n",
      "d 9.14747e-06\n",
      "e 1.75165e-05\n",
      "f 8.99142e-06\n",
      "g 0.000639454\n",
      "h 0.00148015\n",
      "i 3.72447e-05\n",
      "k 6.51568e-05\n",
      "l 6.63367e-05\n",
      "m 9.77721e-05\n",
      "n 0.000171654\n",
      "o 0.000231921\n",
      "p 0.360516\n",
      "q 0.634711\n",
      "r 8.19819e-05\n",
      "s 7.89e-05\n",
      "t 0.00016719\n",
      "u 8.45016e-05\n",
      "v 2.03487e-05\n",
      "w 2.29883e-05\n",
      "x 0.000194168\n",
      "y 0.000379596\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 2.29234e-05\n",
      "b 7.69625e-06\n",
      "c 0.000278678\n",
      "d 1.31569e-06\n",
      "e 3.55994e-06\n",
      "f 1.27404e-06\n",
      "g 0.00014567\n",
      "h 0.000418518\n",
      "i 4.06648e-06\n",
      "k 5.63647e-06\n",
      "l 6.14413e-06\n",
      "m 2.33603e-05\n",
      "n 3.23091e-05\n",
      "o 7.70679e-05\n",
      "p 0.192059\n",
      "q 0.806753\n",
      "r 1.4552e-05\n",
      "s 1.40288e-05\n",
      "t 2.57834e-05\n",
      "u 1.49886e-05\n",
      "v 2.75245e-06\n",
      "w 3.20828e-06\n",
      "x 2.96314e-05\n",
      "y 5.53568e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.98182e-05\n",
      "b 2.13083e-05\n",
      "c 0.000607636\n",
      "d 3.11458e-06\n",
      "e 8.90202e-06\n",
      "f 3.69506e-06\n",
      "g 0.000182005\n",
      "h 0.00050708\n",
      "i 9.25029e-06\n",
      "k 1.16927e-05\n",
      "l 1.1409e-05\n",
      "m 5.01704e-05\n",
      "n 6.50897e-05\n",
      "o 0.00014232\n",
      "p 0.208576\n",
      "q 0.789448\n",
      "r 3.38578e-05\n",
      "s 3.00222e-05\n",
      "t 4.81228e-05\n",
      "u 3.53767e-05\n",
      "v 6.13228e-06\n",
      "w 6.90549e-06\n",
      "x 5.9928e-05\n",
      "y 9.19988e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 8.07235e-06\n",
      "b 2.06631e-06\n",
      "c 8.51582e-05\n",
      "d 2.93791e-07\n",
      "e 8.68179e-07\n",
      "f 3.59278e-07\n",
      "g 6.0098e-05\n",
      "h 0.000339504\n",
      "i 5.95422e-07\n",
      "k 7.32795e-07\n",
      "l 1.93064e-06\n",
      "m 6.5855e-06\n",
      "n 9.53484e-06\n",
      "o 2.23343e-05\n",
      "p 0.11796\n",
      "q 0.881463\n",
      "r 2.25906e-06\n",
      "s 3.52072e-06\n",
      "t 8.50696e-06\n",
      "u 2.48664e-06\n",
      "v 4.33838e-07\n",
      "w 6.31119e-07\n",
      "x 5.76913e-06\n",
      "y 1.51775e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.84036e-05\n",
      "b 3.9533e-06\n",
      "c 0.000154083\n",
      "d 7.73429e-07\n",
      "e 2.19644e-06\n",
      "f 6.61637e-07\n",
      "g 0.000172589\n",
      "h 0.000617582\n",
      "i 1.36812e-06\n",
      "k 2.36507e-06\n",
      "l 3.94247e-06\n",
      "m 1.68914e-05\n",
      "n 3.01957e-05\n",
      "o 4.56901e-05\n",
      "p 0.160574\n",
      "q 0.838256\n",
      "r 7.49052e-06\n",
      "s 9.95165e-06\n",
      "t 2.44646e-05\n",
      "u 7.52778e-06\n",
      "v 1.24032e-06\n",
      "w 1.41684e-06\n",
      "x 1.77791e-05\n",
      "y 2.92526e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.40879e-05\n",
      "b 9.57733e-06\n",
      "c 0.00059148\n",
      "d 2.30684e-06\n",
      "e 6.29746e-06\n",
      "f 2.26157e-06\n",
      "g 0.000678273\n",
      "h 0.0029714\n",
      "i 3.93549e-06\n",
      "k 7.62469e-06\n",
      "l 1.92753e-05\n",
      "m 4.15991e-05\n",
      "n 7.39637e-05\n",
      "o 0.000127135\n",
      "p 0.146914\n",
      "q 0.848268\n",
      "r 2.06637e-05\n",
      "s 2.3241e-05\n",
      "t 4.92154e-05\n",
      "u 2.05204e-05\n",
      "v 3.78273e-06\n",
      "w 3.365e-06\n",
      "x 4.3186e-05\n",
      "y 7.45854e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.63181e-05\n",
      "b 8.81706e-06\n",
      "c 0.000372369\n",
      "d 1.71801e-06\n",
      "e 4.94758e-06\n",
      "f 1.35947e-06\n",
      "g 0.000402199\n",
      "h 0.00124993\n",
      "i 2.71635e-06\n",
      "k 5.00044e-06\n",
      "l 8.13582e-06\n",
      "m 3.98228e-05\n",
      "n 7.04436e-05\n",
      "o 0.000106787\n",
      "p 0.127044\n",
      "q 0.870455\n",
      "r 1.69316e-05\n",
      "s 2.11467e-05\n",
      "t 4.56864e-05\n",
      "u 1.82381e-05\n",
      "v 2.98261e-06\n",
      "w 2.97771e-06\n",
      "x 3.30946e-05\n",
      "y 4.96091e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.43873e-05\n",
      "b 2.01933e-05\n",
      "c 0.000883018\n",
      "d 4.99978e-06\n",
      "e 1.23565e-05\n",
      "f 3.80714e-06\n",
      "g 0.00137815\n",
      "h 0.00382814\n",
      "i 6.59846e-06\n",
      "k 1.7896e-05\n",
      "l 2.22249e-05\n",
      "m 7.01252e-05\n",
      "n 0.000155558\n",
      "o 0.000244154\n",
      "p 0.270533\n",
      "q 0.722221\n",
      "r 5.61532e-05\n",
      "s 5.29975e-05\n",
      "t 0.000109599\n",
      "u 5.16381e-05\n",
      "v 8.20755e-06\n",
      "w 7.0774e-06\n",
      "x 0.000148308\n",
      "y 9.02842e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.67815e-05\n",
      "b 1.57062e-05\n",
      "c 0.00110437\n",
      "d 5.64331e-06\n",
      "e 1.09288e-05\n",
      "f 3.67058e-06\n",
      "g 0.0010734\n",
      "h 0.00264289\n",
      "i 4.74342e-06\n",
      "k 1.37308e-05\n",
      "l 1.85846e-05\n",
      "m 4.54018e-05\n",
      "n 9.55578e-05\n",
      "o 0.000281017\n",
      "p 0.341627\n",
      "q 0.652565\n",
      "r 4.36057e-05\n",
      "s 3.81898e-05\n",
      "t 7.89721e-05\n",
      "u 3.86483e-05\n",
      "v 8.62719e-06\n",
      "w 8.01112e-06\n",
      "x 0.000146674\n",
      "y 8.20065e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.93741e-05\n",
      "b 9.19286e-06\n",
      "c 0.000298917\n",
      "d 2.10331e-06\n",
      "e 4.43922e-06\n",
      "f 1.34931e-06\n",
      "g 0.000361396\n",
      "h 0.00112078\n",
      "i 1.85245e-06\n",
      "k 4.11304e-06\n",
      "l 5.23039e-06\n",
      "m 2.76125e-05\n",
      "n 5.52527e-05\n",
      "o 0.000100476\n",
      "p 0.189013\n",
      "q 0.808795\n",
      "r 1.65896e-05\n",
      "s 1.72643e-05\n",
      "t 4.22044e-05\n",
      "u 1.74103e-05\n",
      "v 2.41418e-06\n",
      "w 2.64314e-06\n",
      "x 4.20271e-05\n",
      "y 2.92158e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.32963e-05\n",
      "b 6.67996e-06\n",
      "c 0.00022679\n",
      "d 1.36018e-06\n",
      "e 2.95519e-06\n",
      "f 8.38095e-07\n",
      "g 0.000158768\n",
      "h 0.000447755\n",
      "i 1.79536e-06\n",
      "k 2.29793e-06\n",
      "l 3.816e-06\n",
      "m 2.16968e-05\n",
      "n 3.68008e-05\n",
      "o 6.98954e-05\n",
      "p 0.0819488\n",
      "q 0.916918\n",
      "r 7.96548e-06\n",
      "s 1.14011e-05\n",
      "t 3.34249e-05\n",
      "u 9.96365e-06\n",
      "v 1.47416e-06\n",
      "w 1.90884e-06\n",
      "x 1.71521e-05\n",
      "y 3.47751e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.54465e-05\n",
      "b 7.81632e-06\n",
      "c 0.000310009\n",
      "d 2.49678e-06\n",
      "e 4.30222e-06\n",
      "f 1.02589e-06\n",
      "g 0.000228063\n",
      "h 0.000657092\n",
      "i 2.26585e-06\n",
      "k 3.17484e-06\n",
      "l 5.62882e-06\n",
      "m 2.70962e-05\n",
      "n 5.03178e-05\n",
      "o 9.18059e-05\n",
      "p 0.0745572\n",
      "q 0.923858\n",
      "r 1.17194e-05\n",
      "s 1.57843e-05\n",
      "t 4.33013e-05\n",
      "u 1.44099e-05\n",
      "v 1.76573e-06\n",
      "w 1.8248e-06\n",
      "x 2.52261e-05\n",
      "y 3.38816e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.96825e-05\n",
      "b 7.93404e-06\n",
      "c 0.000547048\n",
      "d 2.98404e-06\n",
      "e 4.63126e-06\n",
      "f 1.13496e-06\n",
      "g 0.000303571\n",
      "h 0.00102056\n",
      "i 2.01661e-06\n",
      "k 3.93526e-06\n",
      "l 7.72326e-06\n",
      "m 2.08244e-05\n",
      "n 3.84245e-05\n",
      "o 0.000126217\n",
      "p 0.0823107\n",
      "q 0.915417\n",
      "r 1.38906e-05\n",
      "s 1.48292e-05\n",
      "t 3.60651e-05\n",
      "u 1.64507e-05\n",
      "v 2.32104e-06\n",
      "w 2.03697e-06\n",
      "x 2.82537e-05\n",
      "y 3.17098e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.69792e-05\n",
      "b 6.67233e-06\n",
      "c 0.000303666\n",
      "d 1.60197e-06\n",
      "e 2.94712e-06\n",
      "f 9.85471e-07\n",
      "g 0.000180469\n",
      "h 0.000868506\n",
      "i 1.63436e-06\n",
      "k 1.99441e-06\n",
      "l 4.98704e-06\n",
      "m 1.49842e-05\n",
      "n 2.41559e-05\n",
      "o 6.46298e-05\n",
      "p 0.0493041\n",
      "q 0.949088\n",
      "r 6.6275e-06\n",
      "s 8.90742e-06\n",
      "t 2.5288e-05\n",
      "u 8.53323e-06\n",
      "v 1.087e-06\n",
      "w 1.23778e-06\n",
      "x 1.27659e-05\n",
      "y 2.8928e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.46577e-05\n",
      "b 1.03499e-05\n",
      "c 0.000295211\n",
      "d 2.1856e-06\n",
      "e 4.36535e-06\n",
      "f 1.60851e-06\n",
      "g 0.000257141\n",
      "h 0.00115077\n",
      "i 2.75938e-06\n",
      "k 2.89161e-06\n",
      "l 6.42632e-06\n",
      "m 2.16574e-05\n",
      "n 3.76103e-05\n",
      "o 7.34509e-05\n",
      "p 0.0692979\n",
      "q 0.928618\n",
      "r 8.08479e-06\n",
      "s 1.42473e-05\n",
      "t 4.58597e-05\n",
      "u 1.04701e-05\n",
      "v 1.32096e-06\n",
      "w 1.83056e-06\n",
      "x 2.15139e-05\n",
      "y 4.93276e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.34418e-05\n",
      "b 1.02877e-05\n",
      "c 0.000242123\n",
      "d 1.99884e-06\n",
      "e 3.69939e-06\n",
      "f 1.40974e-06\n",
      "g 0.000222721\n",
      "h 0.000823733\n",
      "i 2.70774e-06\n",
      "k 3.02744e-06\n",
      "l 5.40474e-06\n",
      "m 2.2591e-05\n",
      "n 4.05796e-05\n",
      "o 6.73745e-05\n",
      "p 0.081497\n",
      "q 0.91685\n",
      "r 9.4222e-06\n",
      "s 1.40016e-05\n",
      "t 4.37317e-05\n",
      "u 1.25613e-05\n",
      "v 1.56215e-06\n",
      "w 2.13226e-06\n",
      "x 2.35274e-05\n",
      "y 4.4656e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.81461e-05\n",
      "b 8.28367e-06\n",
      "c 0.000205829\n",
      "d 1.71457e-06\n",
      "e 3.14641e-06\n",
      "f 1.12621e-06\n",
      "g 0.000239795\n",
      "h 0.000891366\n",
      "i 2.06748e-06\n",
      "k 2.20777e-06\n",
      "l 5.04838e-06\n",
      "m 1.96294e-05\n",
      "n 3.67361e-05\n",
      "o 5.76246e-05\n",
      "p 0.0623659\n",
      "q 0.93597\n",
      "r 6.5892e-06\n",
      "s 1.17259e-05\n",
      "t 4.29222e-05\n",
      "u 8.84339e-06\n",
      "v 1.09964e-06\n",
      "w 1.58855e-06\n",
      "x 1.71299e-05\n",
      "y 4.14886e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 8.82614e-05\n",
      "b 1.42055e-05\n",
      "c 0.00037254\n",
      "d 3.85745e-06\n",
      "e 7.48301e-06\n",
      "f 2.35087e-06\n",
      "g 0.000369685\n",
      "h 0.00160879\n",
      "i 3.63473e-06\n",
      "k 3.91965e-06\n",
      "l 7.48316e-06\n",
      "m 3.56366e-05\n",
      "n 6.84119e-05\n",
      "o 0.000119602\n",
      "p 0.093632\n",
      "q 0.90343\n",
      "r 1.37944e-05\n",
      "s 2.64225e-05\n",
      "t 7.98181e-05\n",
      "u 1.64835e-05\n",
      "v 1.71211e-06\n",
      "w 2.19568e-06\n",
      "x 4.21619e-05\n",
      "y 4.92315e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.29254e-05\n",
      "b 1.603e-05\n",
      "c 0.000958469\n",
      "d 3.80211e-06\n",
      "e 8.88911e-06\n",
      "f 2.07051e-06\n",
      "g 0.000536442\n",
      "h 0.00146369\n",
      "i 4.53447e-06\n",
      "k 7.27753e-06\n",
      "l 1.29267e-05\n",
      "m 6.34994e-05\n",
      "n 0.000111324\n",
      "o 0.000250836\n",
      "p 0.0811354\n",
      "q 0.915069\n",
      "r 2.74559e-05\n",
      "s 3.40643e-05\n",
      "t 7.22879e-05\n",
      "u 3.27808e-05\n",
      "v 4.62694e-06\n",
      "w 4.04206e-06\n",
      "x 4.82772e-05\n",
      "y 5.97367e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.33268e-05\n",
      "b 1.42405e-05\n",
      "c 0.000966449\n",
      "d 3.8158e-06\n",
      "e 1.28885e-05\n",
      "f 4.30497e-06\n",
      "g 0.000586588\n",
      "h 0.0014528\n",
      "i 2.53306e-05\n",
      "k 2.59015e-05\n",
      "l 3.32954e-05\n",
      "m 8.38099e-05\n",
      "n 0.000122821\n",
      "o 0.00030153\n",
      "p 0.248115\n",
      "q 0.747581\n",
      "r 4.04493e-05\n",
      "s 7.3963e-05\n",
      "t 9.39584e-05\n",
      "u 3.29478e-05\n",
      "v 7.70596e-06\n",
      "w 7.91247e-06\n",
      "x 0.000117211\n",
      "y 0.00022223\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.21541e-05\n",
      "b 3.05123e-06\n",
      "c 9.53489e-05\n",
      "d 3.60879e-07\n",
      "e 1.45501e-06\n",
      "f 5.83869e-07\n",
      "g 3.74867e-05\n",
      "h 0.00014143\n",
      "i 2.00562e-06\n",
      "k 1.23557e-06\n",
      "l 2.00401e-06\n",
      "m 1.14586e-05\n",
      "n 1.26837e-05\n",
      "o 2.79102e-05\n",
      "p 0.112399\n",
      "q 0.88718\n",
      "r 2.94066e-06\n",
      "s 5.79252e-06\n",
      "t 1.18629e-05\n",
      "u 2.8999e-06\n",
      "v 5.7488e-07\n",
      "w 1.09615e-06\n",
      "x 7.4982e-06\n",
      "y 3.92072e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 1.33236e-05\n",
      "b 3.61185e-06\n",
      "c 7.54213e-05\n",
      "d 3.13215e-07\n",
      "e 1.54912e-06\n",
      "f 6.16825e-07\n",
      "g 4.21227e-05\n",
      "h 0.000174274\n",
      "i 1.98644e-06\n",
      "k 1.23643e-06\n",
      "l 1.71649e-06\n",
      "m 1.35244e-05\n",
      "n 1.54555e-05\n",
      "o 2.90677e-05\n",
      "p 0.128342\n",
      "q 0.871208\n",
      "r 2.89302e-06\n",
      "s 7.27266e-06\n",
      "t 1.42324e-05\n",
      "u 3.13687e-06\n",
      "v 6.24883e-07\n",
      "w 1.3419e-06\n",
      "x 7.82168e-06\n",
      "y 3.90981e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 8.00238e-06\n",
      "b 1.9791e-06\n",
      "c 4.63979e-05\n",
      "d 1.70929e-07\n",
      "e 8.58646e-07\n",
      "f 3.30949e-07\n",
      "g 2.11392e-05\n",
      "h 0.000101333\n",
      "i 1.15527e-06\n",
      "k 6.1153e-07\n",
      "l 1.06077e-06\n",
      "m 7.97204e-06\n",
      "n 8.19896e-06\n",
      "o 1.63527e-05\n",
      "p 0.0937618\n",
      "q 0.905976\n",
      "r 1.45773e-06\n",
      "s 3.72627e-06\n",
      "t 7.55662e-06\n",
      "u 1.63017e-06\n",
      "v 3.44056e-07\n",
      "w 7.839e-07\n",
      "x 3.52218e-06\n",
      "y 2.73086e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.04497e-06\n",
      "b 9.57151e-07\n",
      "c 2.20298e-05\n",
      "d 6.75208e-08\n",
      "e 3.55574e-07\n",
      "f 1.26934e-07\n",
      "g 8.16588e-06\n",
      "h 4.31585e-05\n",
      "i 4.73681e-07\n",
      "k 2.17452e-07\n",
      "l 4.08143e-07\n",
      "m 3.74007e-06\n",
      "n 3.54964e-06\n",
      "o 7.5854e-06\n",
      "p 0.0571381\n",
      "q 0.942746\n",
      "r 5.43746e-07\n",
      "s 1.53248e-06\n",
      "t 3.25126e-06\n",
      "u 6.38682e-07\n",
      "v 1.26932e-07\n",
      "w 3.2699e-07\n",
      "x 1.20618e-06\n",
      "y 1.2788e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.65261e-06\n",
      "b 1.58611e-06\n",
      "c 4.3028e-05\n",
      "d 1.29047e-07\n",
      "e 6.77412e-07\n",
      "f 2.49166e-07\n",
      "g 1.68616e-05\n",
      "h 7.53942e-05\n",
      "i 9.06934e-07\n",
      "k 4.58046e-07\n",
      "l 6.75647e-07\n",
      "m 5.93999e-06\n",
      "n 5.95709e-06\n",
      "o 1.57487e-05\n",
      "p 0.108417\n",
      "q 0.891375\n",
      "r 1.161e-06\n",
      "s 3.08155e-06\n",
      "t 5.56802e-06\n",
      "u 1.20049e-06\n",
      "v 2.46198e-07\n",
      "w 5.79632e-07\n",
      "x 3.21089e-06\n",
      "y 1.98114e-05\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 5.11861e-06\n",
      "b 1.42492e-06\n",
      "c 3.66143e-05\n",
      "d 1.06345e-07\n",
      "e 5.48207e-07\n",
      "f 2.41696e-07\n",
      "g 1.64858e-05\n",
      "h 9.08756e-05\n",
      "i 7.80092e-07\n",
      "k 3.66672e-07\n",
      "l 6.25375e-07\n",
      "m 5.32306e-06\n",
      "n 5.27854e-06\n",
      "o 1.33279e-05\n",
      "p 0.0945545\n",
      "q 0.905239\n",
      "r 9.15215e-07\n",
      "s 2.48294e-06\n",
      "t 4.81495e-06\n",
      "u 9.48607e-07\n",
      "v 1.91511e-07\n",
      "w 4.75448e-07\n",
      "x 2.54327e-06\n",
      "y 1.74038e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 2.21744e-06\n",
      "b 6.52293e-07\n",
      "c 1.9763e-05\n",
      "d 4.54124e-08\n",
      "e 2.59607e-07\n",
      "f 1.03834e-07\n",
      "g 7.53326e-06\n",
      "h 3.40876e-05\n",
      "i 3.63704e-07\n",
      "k 1.96641e-07\n",
      "l 3.20432e-07\n",
      "m 2.95159e-06\n",
      "n 2.78945e-06\n",
      "o 7.18633e-06\n",
      "p 0.105239\n",
      "q 0.894666\n",
      "r 4.5895e-07\n",
      "s 1.12275e-06\n",
      "t 2.3498e-06\n",
      "u 4.26242e-07\n",
      "v 1.06982e-07\n",
      "w 3.03789e-07\n",
      "x 1.23764e-06\n",
      "y 1.0659e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.17073e-06\n",
      "b 2.02149e-06\n",
      "c 3.50428e-05\n",
      "d 1.38476e-07\n",
      "e 8.31671e-07\n",
      "f 4.57955e-07\n",
      "g 2.79195e-05\n",
      "h 0.000133734\n",
      "i 1.23634e-06\n",
      "k 7.83655e-07\n",
      "l 8.45707e-07\n",
      "m 6.63682e-06\n",
      "n 7.24267e-06\n",
      "o 1.5644e-05\n",
      "p 0.308233\n",
      "q 0.691481\n",
      "r 1.55056e-06\n",
      "s 3.90168e-06\n",
      "t 7.19379e-06\n",
      "u 1.32572e-06\n",
      "v 3.38085e-07\n",
      "w 9.66973e-07\n",
      "x 5.97046e-06\n",
      "y 2.72991e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.16653e-06\n",
      "b 1.94879e-06\n",
      "c 3.62443e-05\n",
      "d 1.34268e-07\n",
      "e 8.15201e-07\n",
      "f 3.30053e-07\n",
      "g 1.80135e-05\n",
      "h 8.27461e-05\n",
      "i 1.1847e-06\n",
      "k 5.25864e-07\n",
      "l 6.68038e-07\n",
      "m 8.44431e-06\n",
      "n 8.01617e-06\n",
      "o 1.57499e-05\n",
      "p 0.116108\n",
      "q 0.883672\n",
      "r 1.31149e-06\n",
      "s 3.45905e-06\n",
      "t 6.59757e-06\n",
      "u 1.28658e-06\n",
      "v 2.47858e-07\n",
      "w 6.46905e-07\n",
      "x 3.42503e-06\n",
      "y 2.23189e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 9.22869e-06\n",
      "b 3.32053e-06\n",
      "c 6.01832e-05\n",
      "d 2.6218e-07\n",
      "e 1.48831e-06\n",
      "f 6.79392e-07\n",
      "g 3.62813e-05\n",
      "h 0.000150047\n",
      "i 2.13409e-06\n",
      "k 1.04299e-06\n",
      "l 1.19551e-06\n",
      "m 1.44335e-05\n",
      "n 1.43149e-05\n",
      "o 2.56832e-05\n",
      "p 0.161843\n",
      "q 0.837769\n",
      "r 2.53998e-06\n",
      "s 5.92824e-06\n",
      "t 1.10977e-05\n",
      "u 2.35459e-06\n",
      "v 4.68578e-07\n",
      "w 1.15457e-06\n",
      "x 7.38904e-06\n",
      "y 3.64698e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.56712e-06\n",
      "b 3.15634e-06\n",
      "c 5.83652e-05\n",
      "d 2.57981e-07\n",
      "e 1.40583e-06\n",
      "f 7.06347e-07\n",
      "g 3.67353e-05\n",
      "h 0.000174935\n",
      "i 1.80741e-06\n",
      "k 1.03988e-06\n",
      "l 9.70498e-07\n",
      "m 1.09268e-05\n",
      "n 1.13345e-05\n",
      "o 2.7807e-05\n",
      "p 0.26235\n",
      "q 0.737258\n",
      "r 2.64773e-06\n",
      "s 5.97153e-06\n",
      "t 9.48574e-06\n",
      "u 2.1878e-06\n",
      "v 4.21483e-07\n",
      "w 1.05357e-06\n",
      "x 9.17555e-06\n",
      "y 2.50835e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.65355e-06\n",
      "b 2.03948e-06\n",
      "c 4.21236e-05\n",
      "d 1.60838e-07\n",
      "e 9.04861e-07\n",
      "f 4.07824e-07\n",
      "g 2.36817e-05\n",
      "h 9.76578e-05\n",
      "i 1.21098e-06\n",
      "k 6.98643e-07\n",
      "l 7.05448e-07\n",
      "m 7.86353e-06\n",
      "n 7.91515e-06\n",
      "o 1.9145e-05\n",
      "p 0.242788\n",
      "q 0.756959\n",
      "r 1.72192e-06\n",
      "s 3.93162e-06\n",
      "t 6.46756e-06\n",
      "u 1.50443e-06\n",
      "v 3.53119e-07\n",
      "w 9.38318e-07\n",
      "x 5.7559e-06\n",
      "y 2.26153e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.87038e-06\n",
      "b 2.09229e-06\n",
      "c 4.33942e-05\n",
      "d 1.82115e-07\n",
      "e 9.75104e-07\n",
      "f 5.42026e-07\n",
      "g 2.68159e-05\n",
      "h 0.000124397\n",
      "i 1.43675e-06\n",
      "k 8.79152e-07\n",
      "l 9.08355e-07\n",
      "m 6.97301e-06\n",
      "n 7.1546e-06\n",
      "o 1.90187e-05\n",
      "p 0.335478\n",
      "q 0.664233\n",
      "r 1.73002e-06\n",
      "s 4.05649e-06\n",
      "t 6.98075e-06\n",
      "u 1.38763e-06\n",
      "v 3.67412e-07\n",
      "w 1.0409e-06\n",
      "x 6.92495e-06\n",
      "y 2.75271e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.53618e-06\n",
      "b 1.22109e-06\n",
      "c 2.39318e-05\n",
      "d 9.14682e-08\n",
      "e 5.44098e-07\n",
      "f 2.29885e-07\n",
      "g 1.44082e-05\n",
      "h 6.27477e-05\n",
      "i 7.15012e-07\n",
      "k 3.84165e-07\n",
      "l 4.33483e-07\n",
      "m 5.37492e-06\n",
      "n 5.39105e-06\n",
      "o 1.1908e-05\n",
      "p 0.203941\n",
      "q 0.7959\n",
      "r 9.00836e-07\n",
      "s 2.4389e-06\n",
      "t 4.79202e-06\n",
      "u 7.73827e-07\n",
      "v 1.79825e-07\n",
      "w 5.40939e-07\n",
      "x 3.02116e-06\n",
      "y 1.59534e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.00467e-06\n",
      "b 1.89605e-06\n",
      "c 3.72877e-05\n",
      "d 1.2526e-07\n",
      "e 7.03612e-07\n",
      "f 4.8641e-07\n",
      "g 3.31504e-05\n",
      "h 0.000133041\n",
      "i 7.93566e-07\n",
      "k 1.25525e-06\n",
      "l 1.03313e-06\n",
      "m 4.38847e-06\n",
      "n 5.05665e-06\n",
      "o 1.53158e-05\n",
      "p 0.547414\n",
      "q 0.452303\n",
      "r 1.62241e-06\n",
      "s 2.7359e-06\n",
      "t 5.24743e-06\n",
      "u 1.3276e-06\n",
      "v 5.87769e-07\n",
      "w 1.8072e-06\n",
      "x 6.38119e-06\n",
      "y 2.56816e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.37293e-06\n",
      "b 1.38926e-06\n",
      "c 3.46732e-05\n",
      "d 1.25859e-07\n",
      "e 6.81754e-07\n",
      "f 3.23955e-07\n",
      "g 1.70643e-05\n",
      "h 6.99787e-05\n",
      "i 7.50718e-07\n",
      "k 9.16442e-07\n",
      "l 1.37151e-06\n",
      "m 4.98671e-06\n",
      "n 5.24148e-06\n",
      "o 1.16833e-05\n",
      "p 0.314731\n",
      "q 0.68507\n",
      "r 1.18253e-06\n",
      "s 2.16632e-06\n",
      "t 5.60187e-06\n",
      "u 1.06704e-06\n",
      "v 4.20913e-07\n",
      "w 1.18052e-06\n",
      "x 3.37435e-06\n",
      "y 3.10965e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.65052e-06\n",
      "b 2.28851e-06\n",
      "c 3.36978e-05\n",
      "d 1.51453e-07\n",
      "e 6.35842e-07\n",
      "f 4.17689e-07\n",
      "g 3.34393e-05\n",
      "h 0.000123757\n",
      "i 6.41072e-07\n",
      "k 1.18589e-06\n",
      "l 1.02854e-06\n",
      "m 4.30202e-06\n",
      "n 5.70592e-06\n",
      "o 1.26125e-05\n",
      "p 0.4997\n",
      "q 0.500037\n",
      "r 1.86939e-06\n",
      "s 2.43525e-06\n",
      "t 5.51479e-06\n",
      "u 1.8253e-06\n",
      "v 6.59624e-07\n",
      "w 1.84654e-06\n",
      "x 6.66174e-06\n",
      "y 1.92099e-05\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00025244\n",
      "b 0.000116895\n",
      "c 0.0148271\n",
      "d 0.00014372\n",
      "e 7.64372e-05\n",
      "f 0.000212988\n",
      "g 0.00421416\n",
      "h 0.00534958\n",
      "i 0.000527687\n",
      "k 0.00138272\n",
      "l 0.00518648\n",
      "m 0.000180585\n",
      "n 0.000333879\n",
      "o 0.00109575\n",
      "p 0.811513\n",
      "q 0.138237\n",
      "r 0.000531432\n",
      "s 0.000217962\n",
      "t 0.000335283\n",
      "u 0.000607561\n",
      "v 0.00128336\n",
      "w 0.0011417\n",
      "x 0.00291846\n",
      "y 0.00931401\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000105281\n",
      "b 0.000116647\n",
      "c 0.00387006\n",
      "d 4.44126e-05\n",
      "e 5.72121e-05\n",
      "f 0.000143179\n",
      "g 0.000697081\n",
      "h 0.00116977\n",
      "i 0.000226857\n",
      "k 0.000296075\n",
      "l 0.000550471\n",
      "m 0.000193677\n",
      "n 0.00024188\n",
      "o 0.00035987\n",
      "p 0.782059\n",
      "q 0.204337\n",
      "r 0.000285618\n",
      "s 0.000114823\n",
      "t 0.000176086\n",
      "u 0.00029061\n",
      "v 0.000280093\n",
      "w 0.000341534\n",
      "x 0.0010033\n",
      "y 0.00303939\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000623819\n",
      "b 0.00120448\n",
      "c 0.178012\n",
      "d 0.00087091\n",
      "e 0.000480141\n",
      "f 0.000486346\n",
      "g 0.0096823\n",
      "h 0.00371809\n",
      "i 0.000457525\n",
      "k 0.00187357\n",
      "l 0.00190128\n",
      "m 0.000818519\n",
      "n 0.00132708\n",
      "o 0.0114879\n",
      "p 0.362608\n",
      "q 0.406826\n",
      "r 0.00390121\n",
      "s 0.000495778\n",
      "t 0.000803955\n",
      "u 0.00278865\n",
      "v 0.00174519\n",
      "w 0.000969559\n",
      "x 0.00441004\n",
      "y 0.00250775\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00208951\n",
      "b 0.00123033\n",
      "c 0.507934\n",
      "d 0.00113428\n",
      "e 0.000495806\n",
      "f 0.000270096\n",
      "g 0.0219076\n",
      "h 0.00646446\n",
      "i 0.000324873\n",
      "k 0.00246554\n",
      "l 0.0030439\n",
      "m 0.000893466\n",
      "n 0.00244188\n",
      "o 0.0315817\n",
      "p 0.111566\n",
      "q 0.283105\n",
      "r 0.00564627\n",
      "s 0.000843365\n",
      "t 0.0019165\n",
      "u 0.0040156\n",
      "v 0.0014504\n",
      "w 0.000516831\n",
      "x 0.0070462\n",
      "y 0.00161591\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000618426\n",
      "b 0.000265209\n",
      "c 0.0274972\n",
      "d 0.000131652\n",
      "e 7.12199e-05\n",
      "f 0.000102622\n",
      "g 0.0116062\n",
      "h 0.0155486\n",
      "i 0.000114212\n",
      "k 0.000570736\n",
      "l 0.00163638\n",
      "m 0.000204193\n",
      "n 0.000531092\n",
      "o 0.00195289\n",
      "p 0.340951\n",
      "q 0.593199\n",
      "r 0.000559908\n",
      "s 0.000167025\n",
      "t 0.000492071\n",
      "u 0.000603499\n",
      "v 0.000207976\n",
      "w 0.000141965\n",
      "x 0.00156733\n",
      "y 0.00125962\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000749666\n",
      "b 0.000501997\n",
      "c 0.0270907\n",
      "d 0.000239154\n",
      "e 0.000126224\n",
      "f 0.000138982\n",
      "g 0.00888068\n",
      "h 0.00838118\n",
      "i 0.000163961\n",
      "k 0.000754456\n",
      "l 0.00102545\n",
      "m 0.000448884\n",
      "n 0.00111666\n",
      "o 0.0028782\n",
      "p 0.314041\n",
      "q 0.625881\n",
      "r 0.00121898\n",
      "s 0.000307595\n",
      "t 0.000792887\n",
      "u 0.00123569\n",
      "v 0.000292841\n",
      "w 0.000200119\n",
      "x 0.00255652\n",
      "y 0.000978032\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00146309\n",
      "b 0.000461775\n",
      "c 0.0329778\n",
      "d 0.000366937\n",
      "e 0.000118819\n",
      "f 0.000125901\n",
      "g 0.0134191\n",
      "h 0.0101906\n",
      "i 0.000225513\n",
      "k 0.00130003\n",
      "l 0.00277962\n",
      "m 0.000469827\n",
      "n 0.00148414\n",
      "o 0.00394023\n",
      "p 0.27009\n",
      "q 0.650755\n",
      "r 0.00133343\n",
      "s 0.000367007\n",
      "t 0.00133977\n",
      "u 0.00160537\n",
      "v 0.000425956\n",
      "w 0.000251417\n",
      "x 0.00299683\n",
      "y 0.00151202\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00112848\n",
      "b 0.000409356\n",
      "c 0.0651472\n",
      "d 0.000384895\n",
      "e 0.000157923\n",
      "f 0.000200379\n",
      "g 0.0203869\n",
      "h 0.0181944\n",
      "i 0.000381356\n",
      "k 0.00162463\n",
      "l 0.00404949\n",
      "m 0.000405907\n",
      "n 0.00101804\n",
      "o 0.00721847\n",
      "p 0.391919\n",
      "q 0.476296\n",
      "r 0.00106377\n",
      "s 0.000406725\n",
      "t 0.0010097\n",
      "u 0.00117246\n",
      "v 0.000605039\n",
      "w 0.000396312\n",
      "x 0.00363692\n",
      "y 0.0027867\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000875438\n",
      "b 0.00028609\n",
      "c 0.0920467\n",
      "d 0.000329508\n",
      "e 0.000186738\n",
      "f 0.000115368\n",
      "g 0.0301601\n",
      "h 0.0156317\n",
      "i 0.000178856\n",
      "k 0.00106729\n",
      "l 0.00160254\n",
      "m 0.000339818\n",
      "n 0.00101403\n",
      "o 0.0113936\n",
      "p 0.493238\n",
      "q 0.339196\n",
      "r 0.00111454\n",
      "s 0.000461261\n",
      "t 0.00112725\n",
      "u 0.000915581\n",
      "v 0.000566071\n",
      "w 0.000365585\n",
      "x 0.00584829\n",
      "y 0.00193876\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00216348\n",
      "b 0.000792954\n",
      "c 0.108944\n",
      "d 0.00147415\n",
      "e 0.000473193\n",
      "f 0.000238939\n",
      "g 0.123013\n",
      "h 0.0494076\n",
      "i 0.00032764\n",
      "k 0.0150284\n",
      "l 0.0051746\n",
      "m 0.000745974\n",
      "n 0.00430173\n",
      "o 0.0182217\n",
      "p 0.416493\n",
      "q 0.1699\n",
      "r 0.0164685\n",
      "s 0.00142288\n",
      "t 0.00481188\n",
      "u 0.0110832\n",
      "v 0.00364704\n",
      "w 0.00104617\n",
      "x 0.043051\n",
      "y 0.00176823\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00188175\n",
      "b 0.00100541\n",
      "c 0.385598\n",
      "d 0.00419557\n",
      "e 0.00089638\n",
      "f 0.000628986\n",
      "g 0.0867003\n",
      "h 0.026765\n",
      "i 0.000621572\n",
      "k 0.0160859\n",
      "l 0.0144517\n",
      "m 0.00112934\n",
      "n 0.00487691\n",
      "o 0.02977\n",
      "p 0.21453\n",
      "q 0.103806\n",
      "r 0.0223317\n",
      "s 0.00136703\n",
      "t 0.00391323\n",
      "u 0.014755\n",
      "v 0.0105542\n",
      "w 0.00248958\n",
      "x 0.0472594\n",
      "y 0.0043864\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00031751\n",
      "b 0.00103931\n",
      "c 0.388959\n",
      "d 0.0114934\n",
      "e 0.00102124\n",
      "f 0.00151727\n",
      "g 0.0822826\n",
      "h 0.014976\n",
      "i 0.00102714\n",
      "k 0.0594185\n",
      "l 0.0125319\n",
      "m 0.000678989\n",
      "n 0.00297359\n",
      "o 0.0280337\n",
      "p 0.0535436\n",
      "q 0.00750796\n",
      "r 0.116345\n",
      "s 0.00112147\n",
      "t 0.00153866\n",
      "u 0.039946\n",
      "v 0.0367855\n",
      "w 0.00475774\n",
      "x 0.13068\n",
      "y 0.00150313\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000309005\n",
      "b 0.000156737\n",
      "c 0.501381\n",
      "d 0.000514107\n",
      "e 0.000290013\n",
      "f 0.000163711\n",
      "g 0.215533\n",
      "h 0.123587\n",
      "i 0.00012566\n",
      "k 0.00549173\n",
      "l 0.0123282\n",
      "m 0.000210667\n",
      "n 0.000739907\n",
      "o 0.0140955\n",
      "p 0.0644063\n",
      "q 0.0383353\n",
      "r 0.00510544\n",
      "s 0.000255316\n",
      "t 0.000471623\n",
      "u 0.00234584\n",
      "v 0.00348979\n",
      "w 0.000539517\n",
      "x 0.00765625\n",
      "y 0.00246871\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000258265\n",
      "b 0.000340714\n",
      "c 0.328665\n",
      "d 0.000642383\n",
      "e 0.000240076\n",
      "f 0.00057709\n",
      "g 0.0722549\n",
      "h 0.0145855\n",
      "i 0.000541346\n",
      "k 0.033279\n",
      "l 0.0311886\n",
      "m 0.000257551\n",
      "n 0.000690563\n",
      "o 0.0127347\n",
      "p 0.321573\n",
      "q 0.0335963\n",
      "r 0.0078407\n",
      "s 0.000225406\n",
      "t 0.000706935\n",
      "u 0.00515876\n",
      "v 0.0641999\n",
      "w 0.0297037\n",
      "x 0.00984921\n",
      "y 0.0308906\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.46822e-05\n",
      "b 6.55234e-05\n",
      "c 0.592101\n",
      "d 0.000992942\n",
      "e 0.000139561\n",
      "f 0.000326347\n",
      "g 0.0424384\n",
      "h 0.00879932\n",
      "i 0.000343119\n",
      "k 0.0323993\n",
      "l 0.100089\n",
      "m 4.57555e-05\n",
      "n 0.000118684\n",
      "o 0.00844914\n",
      "p 0.0492396\n",
      "q 0.00458785\n",
      "r 0.0062793\n",
      "s 7.5154e-05\n",
      "t 0.000135133\n",
      "u 0.00334561\n",
      "v 0.106534\n",
      "w 0.0182071\n",
      "x 0.00425696\n",
      "y 0.0209764\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.71589e-05\n",
      "b 8.30718e-05\n",
      "c 0.402925\n",
      "d 0.000375947\n",
      "e 0.000136212\n",
      "f 0.000906513\n",
      "g 0.298075\n",
      "h 0.0927197\n",
      "i 0.000224399\n",
      "k 0.00797439\n",
      "l 0.038807\n",
      "m 5.33508e-05\n",
      "n 0.00019236\n",
      "o 0.00455998\n",
      "p 0.116749\n",
      "q 0.0041936\n",
      "r 0.00190364\n",
      "s 7.04489e-05\n",
      "t 0.000161541\n",
      "u 0.000529023\n",
      "v 0.00535123\n",
      "w 0.00182952\n",
      "x 0.0117095\n",
      "y 0.0104019\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.21397e-05\n",
      "b 7.30266e-05\n",
      "c 0.68179\n",
      "d 0.000418568\n",
      "e 7.47512e-05\n",
      "f 0.000697043\n",
      "g 0.048765\n",
      "h 0.0441714\n",
      "i 0.000125634\n",
      "k 0.00532482\n",
      "l 0.0640833\n",
      "m 2.51122e-05\n",
      "n 5.85004e-05\n",
      "o 0.00595591\n",
      "p 0.111217\n",
      "q 0.00788634\n",
      "r 0.00133517\n",
      "s 3.06877e-05\n",
      "t 5.56724e-05\n",
      "u 0.000829958\n",
      "v 0.0136973\n",
      "w 0.00330127\n",
      "x 0.00296381\n",
      "y 0.007088\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.62882e-05\n",
      "b 0.000366935\n",
      "c 0.310482\n",
      "d 0.00243289\n",
      "e 0.000318027\n",
      "f 0.00105152\n",
      "g 0.026106\n",
      "h 0.0159166\n",
      "i 0.000300814\n",
      "k 0.0212257\n",
      "l 0.0222019\n",
      "m 0.000115694\n",
      "n 0.000291861\n",
      "o 0.0101232\n",
      "p 0.447793\n",
      "q 0.0267092\n",
      "r 0.016191\n",
      "s 0.000156953\n",
      "t 0.000261106\n",
      "u 0.0101655\n",
      "v 0.0585245\n",
      "w 0.0118452\n",
      "x 0.0126639\n",
      "y 0.00469101\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000345836\n",
      "b 0.0024173\n",
      "c 0.304896\n",
      "d 0.00335568\n",
      "e 0.00106746\n",
      "f 0.00233097\n",
      "g 0.029166\n",
      "h 0.0323277\n",
      "i 0.00034741\n",
      "k 0.022951\n",
      "l 0.0334804\n",
      "m 0.00117422\n",
      "n 0.00221531\n",
      "o 0.018398\n",
      "p 0.319581\n",
      "q 0.129146\n",
      "r 0.0247871\n",
      "s 0.000299726\n",
      "t 0.00084012\n",
      "u 0.0234234\n",
      "v 0.0314631\n",
      "w 0.00682413\n",
      "x 0.00631473\n",
      "y 0.00284792\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 3.08871e-05\n",
      "b 0.0011729\n",
      "c 0.544627\n",
      "d 0.00245337\n",
      "e 0.000334151\n",
      "f 0.00643141\n",
      "g 0.0194611\n",
      "h 0.0157761\n",
      "i 0.000714972\n",
      "k 0.0761415\n",
      "l 0.0552235\n",
      "m 0.00015356\n",
      "n 0.000241\n",
      "o 0.00919126\n",
      "p 0.0382274\n",
      "q 0.00330692\n",
      "r 0.0362343\n",
      "s 7.66318e-05\n",
      "t 9.49714e-05\n",
      "u 0.0197091\n",
      "v 0.137674\n",
      "w 0.0232322\n",
      "x 0.00632082\n",
      "y 0.00317177\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.23754e-05\n",
      "b 0.0029449\n",
      "c 0.659801\n",
      "d 0.00171832\n",
      "e 0.000385173\n",
      "f 0.0113221\n",
      "g 0.0288591\n",
      "h 0.0264362\n",
      "i 0.000450615\n",
      "k 0.0285897\n",
      "l 0.0302012\n",
      "m 0.000196737\n",
      "n 0.000290534\n",
      "o 0.0103285\n",
      "p 0.0645673\n",
      "q 0.00587057\n",
      "r 0.016797\n",
      "s 9.049e-05\n",
      "t 0.000125124\n",
      "u 0.0139886\n",
      "v 0.0686929\n",
      "w 0.0194075\n",
      "x 0.00584638\n",
      "y 0.00303761\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.83665e-05\n",
      "b 0.000379255\n",
      "c 0.592734\n",
      "d 0.000616927\n",
      "e 0.000240086\n",
      "f 0.00212738\n",
      "g 0.0375425\n",
      "h 0.0444429\n",
      "i 0.000220823\n",
      "k 0.0115928\n",
      "l 0.0448512\n",
      "m 0.000133258\n",
      "n 0.000255678\n",
      "o 0.00724405\n",
      "p 0.198416\n",
      "q 0.0230119\n",
      "r 0.00497826\n",
      "s 7.26953e-05\n",
      "t 0.000151894\n",
      "u 0.00252124\n",
      "v 0.0144375\n",
      "w 0.00362815\n",
      "x 0.00428151\n",
      "y 0.00605161\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 6.94528e-05\n",
      "b 0.00106658\n",
      "c 0.512081\n",
      "d 0.00101668\n",
      "e 0.000289307\n",
      "f 0.00270689\n",
      "g 0.0317937\n",
      "h 0.0571513\n",
      "i 0.000219422\n",
      "k 0.0226041\n",
      "l 0.0321095\n",
      "m 0.000193089\n",
      "n 0.000371309\n",
      "o 0.00854669\n",
      "p 0.227748\n",
      "q 0.0362316\n",
      "r 0.0174707\n",
      "s 0.000100522\n",
      "t 0.000165135\n",
      "u 0.0105388\n",
      "v 0.0252034\n",
      "w 0.00449786\n",
      "x 0.00573645\n",
      "y 0.00208815\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 4.1537e-05\n",
      "b 0.000402792\n",
      "c 0.645144\n",
      "d 0.000521807\n",
      "e 0.000170551\n",
      "f 0.000772105\n",
      "g 0.0266524\n",
      "h 0.0553855\n",
      "i 6.81858e-05\n",
      "k 0.00207433\n",
      "l 0.00566738\n",
      "m 9.88769e-05\n",
      "n 0.000171468\n",
      "o 0.0145911\n",
      "p 0.191814\n",
      "q 0.040731\n",
      "r 0.00290784\n",
      "s 7.8221e-05\n",
      "t 7.70852e-05\n",
      "u 0.00215499\n",
      "v 0.00492415\n",
      "w 0.00122608\n",
      "x 0.00363059\n",
      "y 0.00069398\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 5.34013e-05\n",
      "b 0.000526626\n",
      "c 0.66703\n",
      "d 0.0010301\n",
      "e 0.00042415\n",
      "f 0.00170842\n",
      "g 0.0284143\n",
      "h 0.0319269\n",
      "i 0.000179532\n",
      "k 0.00301232\n",
      "l 0.00968549\n",
      "m 0.000325333\n",
      "n 0.000451411\n",
      "o 0.0225557\n",
      "p 0.177335\n",
      "q 0.032029\n",
      "r 0.00386077\n",
      "s 0.00012287\n",
      "t 0.000140779\n",
      "u 0.00240241\n",
      "v 0.00789306\n",
      "w 0.00234224\n",
      "x 0.00487084\n",
      "y 0.00167926\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000102836\n",
      "b 0.0010731\n",
      "c 0.561019\n",
      "d 0.00119104\n",
      "e 0.000885517\n",
      "f 0.00234282\n",
      "g 0.034302\n",
      "h 0.0254822\n",
      "i 0.000219375\n",
      "k 0.00346879\n",
      "l 0.0126383\n",
      "m 0.00148099\n",
      "n 0.00184984\n",
      "o 0.03055\n",
      "p 0.240541\n",
      "q 0.0496204\n",
      "r 0.0050065\n",
      "s 0.000201093\n",
      "t 0.00033717\n",
      "u 0.00405068\n",
      "v 0.0123659\n",
      "w 0.00397397\n",
      "x 0.00485981\n",
      "y 0.00243757\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000153646\n",
      "b 0.00108205\n",
      "c 0.531363\n",
      "d 0.00358319\n",
      "e 0.000312888\n",
      "f 0.00404173\n",
      "g 0.0253754\n",
      "h 0.0406688\n",
      "i 0.000254615\n",
      "k 0.0148272\n",
      "l 0.220399\n",
      "m 0.000153057\n",
      "n 0.000324874\n",
      "o 0.00601268\n",
      "p 0.0672485\n",
      "q 0.0129519\n",
      "r 0.00820759\n",
      "s 6.85197e-05\n",
      "t 0.000189358\n",
      "u 0.0124113\n",
      "v 0.0373513\n",
      "w 0.00573108\n",
      "x 0.00352564\n",
      "y 0.00376289\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00025275\n",
      "b 0.00301453\n",
      "c 0.415355\n",
      "d 0.00406288\n",
      "e 0.000328931\n",
      "f 0.0117515\n",
      "g 0.0251884\n",
      "h 0.0537701\n",
      "i 0.000469598\n",
      "k 0.0216015\n",
      "l 0.255729\n",
      "m 0.000212981\n",
      "n 0.000417992\n",
      "o 0.00572094\n",
      "p 0.110435\n",
      "q 0.0228411\n",
      "r 0.00859504\n",
      "s 7.52569e-05\n",
      "t 0.000265027\n",
      "u 0.0138902\n",
      "v 0.0299403\n",
      "w 0.00776696\n",
      "x 0.00375074\n",
      "y 0.00456513\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000130504\n",
      "b 0.000604743\n",
      "c 0.316017\n",
      "d 0.00216126\n",
      "e 0.000230854\n",
      "f 0.00610893\n",
      "g 0.0082778\n",
      "h 0.0164259\n",
      "i 0.000290392\n",
      "k 0.00881353\n",
      "l 0.533309\n",
      "m 8.5862e-05\n",
      "n 0.000145737\n",
      "o 0.00182379\n",
      "p 0.0553688\n",
      "q 0.0109183\n",
      "r 0.00225232\n",
      "s 2.5547e-05\n",
      "t 0.000116899\n",
      "u 0.00333554\n",
      "v 0.0182888\n",
      "w 0.00382906\n",
      "x 0.00108399\n",
      "y 0.0103553\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000361135\n",
      "b 0.000924882\n",
      "c 0.301287\n",
      "d 0.00273674\n",
      "e 0.000377408\n",
      "f 0.00439494\n",
      "g 0.0129405\n",
      "h 0.0349392\n",
      "i 0.000279816\n",
      "k 0.00898321\n",
      "l 0.442977\n",
      "m 0.000166583\n",
      "n 0.000338833\n",
      "o 0.00228803\n",
      "p 0.109765\n",
      "q 0.0440572\n",
      "r 0.00339779\n",
      "s 5.18697e-05\n",
      "t 0.000272046\n",
      "u 0.00538283\n",
      "v 0.0116227\n",
      "w 0.00210313\n",
      "x 0.00172287\n",
      "y 0.00862951\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000466266\n",
      "b 0.000972797\n",
      "c 0.283444\n",
      "d 0.00256833\n",
      "e 0.000347695\n",
      "f 0.00211987\n",
      "g 0.0154023\n",
      "h 0.0273703\n",
      "i 0.000244548\n",
      "k 0.0114151\n",
      "l 0.357823\n",
      "m 0.000253139\n",
      "n 0.000574881\n",
      "o 0.00289272\n",
      "p 0.16366\n",
      "q 0.0848518\n",
      "r 0.00523752\n",
      "s 7.5264e-05\n",
      "t 0.000380948\n",
      "u 0.00961213\n",
      "v 0.0176553\n",
      "w 0.00280531\n",
      "x 0.00215673\n",
      "y 0.00767041\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00094373\n",
      "b 0.00276877\n",
      "c 0.244358\n",
      "d 0.00299205\n",
      "e 0.000264213\n",
      "f 0.0019842\n",
      "g 0.0242145\n",
      "h 0.0453288\n",
      "i 0.000248099\n",
      "k 0.0278538\n",
      "l 0.333591\n",
      "m 0.000300826\n",
      "n 0.0008852\n",
      "o 0.00448611\n",
      "p 0.141756\n",
      "q 0.0910636\n",
      "r 0.0096347\n",
      "s 0.000107042\n",
      "t 0.000618443\n",
      "u 0.0275214\n",
      "v 0.0278364\n",
      "w 0.0048616\n",
      "x 0.00280955\n",
      "y 0.00357227\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000954904\n",
      "b 0.000871495\n",
      "c 0.138935\n",
      "d 0.000892045\n",
      "e 0.000240428\n",
      "f 0.00155863\n",
      "g 0.0159117\n",
      "h 0.0267659\n",
      "i 0.000250829\n",
      "k 0.0126855\n",
      "l 0.520463\n",
      "m 0.000369049\n",
      "n 0.000957659\n",
      "o 0.00166632\n",
      "p 0.133666\n",
      "q 0.108629\n",
      "r 0.0026819\n",
      "s 7.72554e-05\n",
      "t 0.000683052\n",
      "u 0.00528116\n",
      "v 0.0100489\n",
      "w 0.002342\n",
      "x 0.00128369\n",
      "y 0.0127846\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00161844\n",
      "b 0.000925485\n",
      "c 0.130151\n",
      "d 0.000326138\n",
      "e 0.000327689\n",
      "f 0.000463455\n",
      "g 0.0491506\n",
      "h 0.0617971\n",
      "i 0.000154993\n",
      "k 0.00657409\n",
      "l 0.0829669\n",
      "m 0.00131372\n",
      "n 0.00301486\n",
      "o 0.00540387\n",
      "p 0.201213\n",
      "q 0.433646\n",
      "r 0.00163971\n",
      "s 0.000125518\n",
      "t 0.00118783\n",
      "u 0.00321858\n",
      "v 0.00471884\n",
      "w 0.00167017\n",
      "x 0.000866945\n",
      "y 0.00752372\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00178543\n",
      "b 0.00133717\n",
      "c 0.173389\n",
      "d 0.000618604\n",
      "e 0.000186777\n",
      "f 0.00133222\n",
      "g 0.00436216\n",
      "h 0.0112211\n",
      "i 0.000480301\n",
      "k 0.00763946\n",
      "l 0.500173\n",
      "m 0.000364367\n",
      "n 0.000479775\n",
      "o 0.0020124\n",
      "p 0.0437229\n",
      "q 0.204608\n",
      "r 0.000973781\n",
      "s 6.46183e-05\n",
      "t 0.000425053\n",
      "u 0.00380402\n",
      "v 0.0109343\n",
      "w 0.00466297\n",
      "x 0.000236193\n",
      "y 0.0251868\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.00154328\n",
      "b 0.000267062\n",
      "c 0.119355\n",
      "d 0.000307671\n",
      "e 0.000206162\n",
      "f 0.000226053\n",
      "g 0.00589308\n",
      "h 0.00418413\n",
      "i 0.000210075\n",
      "k 0.00123851\n",
      "l 0.0531412\n",
      "m 0.000848487\n",
      "n 0.00146956\n",
      "o 0.00407313\n",
      "p 0.148137\n",
      "q 0.635065\n",
      "r 0.000406792\n",
      "s 9.88879e-05\n",
      "t 0.000985143\n",
      "u 0.000722388\n",
      "v 0.00185997\n",
      "w 0.00101082\n",
      "x 0.00039201\n",
      "y 0.0183582\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00128472\n",
      "b 0.00196608\n",
      "c 0.633069\n",
      "d 0.00179027\n",
      "e 0.00161514\n",
      "f 0.00490595\n",
      "g 0.00965044\n",
      "h 0.00437788\n",
      "i 0.0128398\n",
      "k 0.0326402\n",
      "l 0.0369721\n",
      "m 0.00139095\n",
      "n 0.00194575\n",
      "o 0.0450036\n",
      "p 0.10234\n",
      "q 0.019787\n",
      "r 0.0117702\n",
      "s 0.0026074\n",
      "t 0.00211265\n",
      "u 0.00773724\n",
      "v 0.0181206\n",
      "w 0.00686956\n",
      "x 0.0147417\n",
      "y 0.0244612\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00248885\n",
      "b 0.00131776\n",
      "c 0.708607\n",
      "d 0.00229536\n",
      "e 0.00343586\n",
      "f 0.00366567\n",
      "g 0.00792914\n",
      "h 0.00604621\n",
      "i 0.00880961\n",
      "k 0.0122373\n",
      "l 0.0334108\n",
      "m 0.00183841\n",
      "n 0.00268656\n",
      "o 0.0529513\n",
      "p 0.0688795\n",
      "q 0.0203923\n",
      "r 0.00648365\n",
      "s 0.00411517\n",
      "t 0.00352017\n",
      "u 0.00422809\n",
      "v 0.00684383\n",
      "w 0.00230908\n",
      "x 0.0145342\n",
      "y 0.0209741\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000997741\n",
      "b 0.000523384\n",
      "c 0.851529\n",
      "d 0.00127955\n",
      "e 0.000989739\n",
      "f 0.00142599\n",
      "g 0.00148989\n",
      "h 0.00159314\n",
      "i 0.00275028\n",
      "k 0.00173932\n",
      "l 0.0389919\n",
      "m 0.000638344\n",
      "n 0.000516732\n",
      "o 0.0143545\n",
      "p 0.0189723\n",
      "q 0.0265082\n",
      "r 0.00114284\n",
      "s 0.000535724\n",
      "t 0.000468441\n",
      "u 0.00171978\n",
      "v 0.00569226\n",
      "w 0.00153159\n",
      "x 0.00110683\n",
      "y 0.0235025\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00040946\n",
      "b 0.00029444\n",
      "c 0.610453\n",
      "d 0.00169921\n",
      "e 0.000681528\n",
      "f 0.000824566\n",
      "g 0.0221321\n",
      "h 0.00912448\n",
      "i 0.00142071\n",
      "k 0.033867\n",
      "l 0.0766966\n",
      "m 0.000292009\n",
      "n 0.000699163\n",
      "o 0.0271745\n",
      "p 0.134306\n",
      "q 0.0130192\n",
      "r 0.0102117\n",
      "s 0.00075311\n",
      "t 0.000902671\n",
      "u 0.00496503\n",
      "v 0.0221831\n",
      "w 0.00449246\n",
      "x 0.0116299\n",
      "y 0.0117681\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000444581\n",
      "b 5.3656e-05\n",
      "c 0.605354\n",
      "d 0.000365541\n",
      "e 0.000218517\n",
      "f 0.000261272\n",
      "g 0.00211636\n",
      "h 0.00113131\n",
      "i 0.000335086\n",
      "k 0.0031212\n",
      "l 0.331903\n",
      "m 0.000112362\n",
      "n 0.000229605\n",
      "o 0.00327463\n",
      "p 0.00962297\n",
      "q 0.004534\n",
      "r 0.000601208\n",
      "s 9.66249e-05\n",
      "t 0.000303059\n",
      "u 0.000677253\n",
      "v 0.00696147\n",
      "w 0.00100978\n",
      "x 0.000647433\n",
      "y 0.0266243\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000444754\n",
      "b 4.17343e-05\n",
      "c 0.591424\n",
      "d 0.000475129\n",
      "e 0.000144212\n",
      "f 0.000149384\n",
      "g 0.00334965\n",
      "h 0.00204022\n",
      "i 0.000291838\n",
      "k 0.0038621\n",
      "l 0.364488\n",
      "m 6.83635e-05\n",
      "n 0.000183493\n",
      "o 0.00417745\n",
      "p 0.0063796\n",
      "q 0.00376799\n",
      "r 0.000787641\n",
      "s 9.35144e-05\n",
      "t 0.000253905\n",
      "u 0.000852847\n",
      "v 0.00502118\n",
      "w 0.000518839\n",
      "x 0.000900024\n",
      "y 0.0102842\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000164336\n",
      "b 4.09931e-05\n",
      "c 0.442764\n",
      "d 0.00152861\n",
      "e 0.000215706\n",
      "f 0.000467729\n",
      "g 0.00183653\n",
      "h 0.000798022\n",
      "i 0.000978087\n",
      "k 0.0122519\n",
      "l 0.472253\n",
      "m 4.50905e-05\n",
      "n 9.96093e-05\n",
      "o 0.00253467\n",
      "p 0.00469656\n",
      "q 0.000906263\n",
      "r 0.00222142\n",
      "s 9.97161e-05\n",
      "t 0.000176468\n",
      "u 0.00168102\n",
      "v 0.0250106\n",
      "w 0.00254199\n",
      "x 0.00164005\n",
      "y 0.0250472\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000525813\n",
      "b 0.000298318\n",
      "c 0.413721\n",
      "d 0.00160341\n",
      "e 0.000234731\n",
      "f 0.00077308\n",
      "g 0.00596901\n",
      "h 0.00443776\n",
      "i 0.000945581\n",
      "k 0.0260664\n",
      "l 0.423525\n",
      "m 0.000127453\n",
      "n 0.000274305\n",
      "o 0.00596549\n",
      "p 0.0415604\n",
      "q 0.0149571\n",
      "r 0.00433061\n",
      "s 0.000185826\n",
      "t 0.000395169\n",
      "u 0.00558003\n",
      "v 0.0266012\n",
      "w 0.00433387\n",
      "x 0.00184972\n",
      "y 0.0157384\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000467158\n",
      "b 0.000119009\n",
      "c 0.378429\n",
      "d 0.000911921\n",
      "e 0.000504757\n",
      "f 0.00112873\n",
      "g 0.0020743\n",
      "h 0.00130107\n",
      "i 0.00132111\n",
      "k 0.00566719\n",
      "l 0.458187\n",
      "m 0.000236751\n",
      "n 0.000300202\n",
      "o 0.00353186\n",
      "p 0.0208024\n",
      "q 0.00667623\n",
      "r 0.000815691\n",
      "s 0.000146669\n",
      "t 0.000400815\n",
      "u 0.00108164\n",
      "v 0.0182382\n",
      "w 0.00451899\n",
      "x 0.000701597\n",
      "y 0.0924375\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000536789\n",
      "b 0.000369132\n",
      "c 0.623694\n",
      "d 0.000958854\n",
      "e 0.000855562\n",
      "f 0.00150775\n",
      "g 0.00525504\n",
      "h 0.00484264\n",
      "i 0.00109094\n",
      "k 0.00924783\n",
      "l 0.23215\n",
      "m 0.00069521\n",
      "n 0.00106574\n",
      "o 0.0128164\n",
      "p 0.0525629\n",
      "q 0.00982326\n",
      "r 0.00291903\n",
      "s 0.000427568\n",
      "t 0.000685328\n",
      "u 0.00311118\n",
      "v 0.0137726\n",
      "w 0.00241045\n",
      "x 0.00303388\n",
      "y 0.0161674\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000420394\n",
      "b 0.000514171\n",
      "c 0.386698\n",
      "d 0.00412078\n",
      "e 0.00203559\n",
      "f 0.00370858\n",
      "g 0.0049407\n",
      "h 0.00369819\n",
      "i 0.00168497\n",
      "k 0.0173257\n",
      "l 0.476035\n",
      "m 0.000979002\n",
      "n 0.00151687\n",
      "o 0.00833689\n",
      "p 0.0136469\n",
      "q 0.00215906\n",
      "r 0.00855111\n",
      "s 0.000423046\n",
      "t 0.00074112\n",
      "u 0.00862646\n",
      "v 0.032885\n",
      "w 0.00351354\n",
      "x 0.00417834\n",
      "y 0.0132608\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000349329\n",
      "b 0.000940865\n",
      "c 0.624408\n",
      "d 0.00364931\n",
      "e 0.00124928\n",
      "f 0.00320581\n",
      "g 0.00675977\n",
      "h 0.00921097\n",
      "i 0.00139732\n",
      "k 0.023445\n",
      "l 0.163811\n",
      "m 0.000380683\n",
      "n 0.000758379\n",
      "o 0.0115124\n",
      "p 0.0539676\n",
      "q 0.00527911\n",
      "r 0.0198369\n",
      "s 0.000630463\n",
      "t 0.000564767\n",
      "u 0.0170186\n",
      "v 0.0301071\n",
      "w 0.00305107\n",
      "x 0.0136312\n",
      "y 0.0048354\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000247991\n",
      "b 0.000243115\n",
      "c 0.245439\n",
      "d 0.00113582\n",
      "e 0.000393154\n",
      "f 0.00100132\n",
      "g 0.00997165\n",
      "h 0.0132209\n",
      "i 0.000775917\n",
      "k 0.0415499\n",
      "l 0.463205\n",
      "m 0.000264428\n",
      "n 0.000669192\n",
      "o 0.00620895\n",
      "p 0.120252\n",
      "q 0.00627619\n",
      "r 0.00919488\n",
      "s 0.00032024\n",
      "t 0.000518909\n",
      "u 0.0100283\n",
      "v 0.0443272\n",
      "w 0.00535699\n",
      "x 0.0087006\n",
      "y 0.0106978\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000589466\n",
      "b 0.000482802\n",
      "c 0.0953394\n",
      "d 0.00195695\n",
      "e 0.000221892\n",
      "f 0.000482871\n",
      "g 0.0126952\n",
      "h 0.0219342\n",
      "i 0.000375784\n",
      "k 0.0728387\n",
      "l 0.614602\n",
      "m 0.000158854\n",
      "n 0.000626269\n",
      "o 0.00259857\n",
      "p 0.0698338\n",
      "q 0.0124752\n",
      "r 0.0165874\n",
      "s 0.000243827\n",
      "t 0.000624868\n",
      "u 0.0311489\n",
      "v 0.0321989\n",
      "w 0.00292949\n",
      "x 0.00600872\n",
      "y 0.00304556\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000572676\n",
      "b 0.000459134\n",
      "c 0.134664\n",
      "d 0.00126335\n",
      "e 0.000196481\n",
      "f 0.000391999\n",
      "g 0.0122943\n",
      "h 0.0278408\n",
      "i 0.000275042\n",
      "k 0.051485\n",
      "l 0.527385\n",
      "m 0.000140856\n",
      "n 0.000552265\n",
      "o 0.00268341\n",
      "p 0.128649\n",
      "q 0.0256601\n",
      "r 0.0147204\n",
      "s 0.000239429\n",
      "t 0.000567054\n",
      "u 0.0284311\n",
      "v 0.0297067\n",
      "w 0.00265144\n",
      "x 0.00599419\n",
      "y 0.00317691\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000985752\n",
      "b 0.000534351\n",
      "c 0.124848\n",
      "d 0.00116094\n",
      "e 0.000230297\n",
      "f 0.000339582\n",
      "g 0.0137099\n",
      "h 0.0303454\n",
      "i 0.000215466\n",
      "k 0.0414678\n",
      "l 0.604277\n",
      "m 0.000166865\n",
      "n 0.000682689\n",
      "o 0.00284353\n",
      "p 0.096536\n",
      "q 0.0269157\n",
      "r 0.00963175\n",
      "s 0.000236643\n",
      "t 0.000735127\n",
      "u 0.0205427\n",
      "v 0.0159409\n",
      "w 0.00146333\n",
      "x 0.00367734\n",
      "y 0.00251252\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00094117\n",
      "b 0.00051343\n",
      "c 0.146278\n",
      "d 0.00113745\n",
      "e 0.000244278\n",
      "f 0.000335584\n",
      "g 0.0225236\n",
      "h 0.0495183\n",
      "i 0.000219444\n",
      "k 0.0480154\n",
      "l 0.467905\n",
      "m 0.000181955\n",
      "n 0.000794921\n",
      "o 0.00317029\n",
      "p 0.151114\n",
      "q 0.0399948\n",
      "r 0.0130881\n",
      "s 0.00026467\n",
      "t 0.000823443\n",
      "u 0.0233113\n",
      "v 0.0191596\n",
      "w 0.00174123\n",
      "x 0.00573719\n",
      "y 0.00298663\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000700846\n",
      "b 0.00082673\n",
      "c 0.205294\n",
      "d 0.00152474\n",
      "e 0.000285491\n",
      "f 0.000672335\n",
      "g 0.0211909\n",
      "h 0.0472084\n",
      "i 0.000330239\n",
      "k 0.0677252\n",
      "l 0.485777\n",
      "m 0.00019474\n",
      "n 0.000683734\n",
      "o 0.00479751\n",
      "p 0.0589702\n",
      "q 0.0157248\n",
      "r 0.0168691\n",
      "s 0.000261426\n",
      "t 0.000620366\n",
      "u 0.030553\n",
      "v 0.0295473\n",
      "w 0.00281338\n",
      "x 0.00481673\n",
      "y 0.00261191\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000340466\n",
      "b 0.000266542\n",
      "c 0.0948033\n",
      "d 0.000819309\n",
      "e 0.000106887\n",
      "f 0.000391174\n",
      "g 0.0110792\n",
      "h 0.0186374\n",
      "i 0.000208454\n",
      "k 0.0530312\n",
      "l 0.721177\n",
      "m 6.41908e-05\n",
      "n 0.000260802\n",
      "o 0.00183972\n",
      "p 0.0438658\n",
      "q 0.00594515\n",
      "r 0.00623836\n",
      "s 0.000100003\n",
      "t 0.000317198\n",
      "u 0.0114456\n",
      "v 0.0213577\n",
      "w 0.00220788\n",
      "x 0.00268504\n",
      "y 0.00281198\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000973145\n",
      "b 0.00139379\n",
      "c 0.193372\n",
      "d 0.00157197\n",
      "e 0.000542994\n",
      "f 0.000541573\n",
      "g 0.0430797\n",
      "h 0.0653262\n",
      "i 0.000304521\n",
      "k 0.0852374\n",
      "l 0.176065\n",
      "m 0.000428469\n",
      "n 0.00158933\n",
      "o 0.00953077\n",
      "p 0.247405\n",
      "q 0.0390215\n",
      "r 0.0285777\n",
      "s 0.000619017\n",
      "t 0.00126424\n",
      "u 0.0498366\n",
      "v 0.0359265\n",
      "w 0.00386462\n",
      "x 0.0113687\n",
      "y 0.00215932\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00121774\n",
      "b 0.0030408\n",
      "c 0.135704\n",
      "d 0.00157676\n",
      "e 0.00137789\n",
      "f 0.00147859\n",
      "g 0.0467059\n",
      "h 0.0111691\n",
      "i 0.00200805\n",
      "k 0.0900318\n",
      "l 0.0312615\n",
      "m 0.00760676\n",
      "n 0.0177829\n",
      "o 0.040197\n",
      "p 0.350267\n",
      "q 0.0681318\n",
      "r 0.0364218\n",
      "s 0.00306869\n",
      "t 0.00539148\n",
      "u 0.0379339\n",
      "v 0.0577857\n",
      "w 0.0214846\n",
      "x 0.0209986\n",
      "y 0.00735757\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.000263374\n",
      "b 0.00125667\n",
      "c 0.198688\n",
      "d 0.00597529\n",
      "e 0.000573498\n",
      "f 0.000578788\n",
      "g 0.0161938\n",
      "h 0.00217475\n",
      "i 0.000937633\n",
      "k 0.0986674\n",
      "l 0.0123841\n",
      "m 0.00110261\n",
      "n 0.00496242\n",
      "o 0.022489\n",
      "p 0.0465998\n",
      "q 0.00861108\n",
      "r 0.27509\n",
      "s 0.00140057\n",
      "t 0.00176803\n",
      "u 0.138395\n",
      "v 0.0833739\n",
      "w 0.00715022\n",
      "x 0.0706706\n",
      "y 0.000693751\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 7.85e-05\n",
      "b 0.000174989\n",
      "c 0.39004\n",
      "d 0.00213264\n",
      "e 0.000418154\n",
      "f 0.00037461\n",
      "g 0.00951607\n",
      "h 0.00162984\n",
      "i 0.00117518\n",
      "k 0.126742\n",
      "l 0.0868034\n",
      "m 0.000309899\n",
      "n 0.000845252\n",
      "o 0.0348036\n",
      "p 0.0928787\n",
      "q 0.00335504\n",
      "r 0.0592526\n",
      "s 0.00076253\n",
      "t 0.000550042\n",
      "u 0.0252276\n",
      "v 0.129759\n",
      "w 0.0105748\n",
      "x 0.0195023\n",
      "y 0.00309234\n",
      "Found 1 images belonging to 1 classes.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "a 0.000126828\n",
      "b 7.89706e-05\n",
      "c 0.050854\n",
      "d 4.83851e-05\n",
      "e 7.96824e-05\n",
      "f 6.44348e-05\n",
      "g 0.0138233\n",
      "h 0.0208468\n",
      "i 8.39719e-05\n",
      "k 0.00306864\n",
      "l 0.00444059\n",
      "m 7.59933e-05\n",
      "n 0.000180781\n",
      "o 0.00313791\n",
      "p 0.802258\n",
      "q 0.0914233\n",
      "r 0.000943918\n",
      "s 0.000156472\n",
      "t 0.000218831\n",
      "u 0.000753274\n",
      "v 0.00178536\n",
      "w 0.000674269\n",
      "x 0.00230657\n",
      "y 0.00256966\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00101624\n",
      "b 0.00398028\n",
      "c 0.0976022\n",
      "d 0.00220731\n",
      "e 0.000598972\n",
      "f 0.00123517\n",
      "g 0.0764253\n",
      "h 0.139991\n",
      "i 0.000372654\n",
      "k 0.0961211\n",
      "l 0.063549\n",
      "m 0.000980176\n",
      "n 0.00382648\n",
      "o 0.00832964\n",
      "p 0.225232\n",
      "q 0.0607943\n",
      "r 0.0627929\n",
      "s 0.000787404\n",
      "t 0.00180581\n",
      "u 0.0983128\n",
      "v 0.0297912\n",
      "w 0.00452318\n",
      "x 0.0186276\n",
      "y 0.00109639\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00139331\n",
      "b 0.00348346\n",
      "c 0.109771\n",
      "d 0.00485278\n",
      "e 0.00060486\n",
      "f 0.00098672\n",
      "g 0.0135728\n",
      "h 0.0345437\n",
      "i 0.000546651\n",
      "k 0.135388\n",
      "l 0.246711\n",
      "m 0.000389401\n",
      "n 0.00148155\n",
      "o 0.00386601\n",
      "p 0.0634834\n",
      "q 0.0267348\n",
      "r 0.0946732\n",
      "s 0.000645697\n",
      "t 0.00125245\n",
      "u 0.203202\n",
      "v 0.0383377\n",
      "w 0.00263887\n",
      "x 0.0104135\n",
      "y 0.00102768\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.0011586\n",
      "b 0.00266789\n",
      "c 0.136502\n",
      "d 0.00463676\n",
      "e 0.000604559\n",
      "f 0.00117218\n",
      "g 0.0171527\n",
      "h 0.0409496\n",
      "i 0.000550639\n",
      "k 0.112996\n",
      "l 0.337696\n",
      "m 0.000427179\n",
      "n 0.00150701\n",
      "o 0.00392471\n",
      "p 0.06215\n",
      "q 0.0292885\n",
      "r 0.0713272\n",
      "s 0.000497759\n",
      "t 0.00109628\n",
      "u 0.128351\n",
      "v 0.0336678\n",
      "w 0.00239936\n",
      "x 0.0078739\n",
      "y 0.00140281\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00136005\n",
      "b 0.00264511\n",
      "c 0.160652\n",
      "d 0.00443862\n",
      "e 0.000749064\n",
      "f 0.00137473\n",
      "g 0.017802\n",
      "h 0.0474992\n",
      "i 0.000516966\n",
      "k 0.0743751\n",
      "l 0.408601\n",
      "m 0.000487703\n",
      "n 0.00155871\n",
      "o 0.00423602\n",
      "p 0.0766596\n",
      "q 0.035437\n",
      "r 0.0420745\n",
      "s 0.00047564\n",
      "t 0.00112891\n",
      "u 0.0822603\n",
      "v 0.0253916\n",
      "w 0.00209807\n",
      "x 0.00629905\n",
      "y 0.00187958\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00125562\n",
      "b 0.0038767\n",
      "c 0.162101\n",
      "d 0.00314322\n",
      "e 0.000547465\n",
      "f 0.00170705\n",
      "g 0.0178638\n",
      "h 0.0562163\n",
      "i 0.000548666\n",
      "k 0.101063\n",
      "l 0.352724\n",
      "m 0.000382353\n",
      "n 0.00120015\n",
      "o 0.00453787\n",
      "p 0.0780285\n",
      "q 0.0310594\n",
      "r 0.0427461\n",
      "s 0.0004366\n",
      "t 0.00097399\n",
      "u 0.096319\n",
      "v 0.0326578\n",
      "w 0.00326569\n",
      "x 0.00561489\n",
      "y 0.00173096\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00165941\n",
      "b 0.00224261\n",
      "c 0.114226\n",
      "d 0.00283237\n",
      "e 0.000543151\n",
      "f 0.00108089\n",
      "g 0.0119506\n",
      "h 0.0337538\n",
      "i 0.000635222\n",
      "k 0.0867115\n",
      "l 0.475339\n",
      "m 0.000533461\n",
      "n 0.00172086\n",
      "o 0.00443963\n",
      "p 0.0803735\n",
      "q 0.0300199\n",
      "r 0.0308093\n",
      "s 0.000601832\n",
      "t 0.00136957\n",
      "u 0.0775122\n",
      "v 0.0301544\n",
      "w 0.00301936\n",
      "x 0.00603485\n",
      "y 0.00243728\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00167867\n",
      "b 0.00454612\n",
      "c 0.129034\n",
      "d 0.00469029\n",
      "e 0.000636382\n",
      "f 0.00148928\n",
      "g 0.0140471\n",
      "h 0.026521\n",
      "i 0.000652456\n",
      "k 0.102432\n",
      "l 0.290636\n",
      "m 0.000837097\n",
      "n 0.00287932\n",
      "o 0.00572866\n",
      "p 0.0648367\n",
      "q 0.0286889\n",
      "r 0.0688406\n",
      "s 0.000705087\n",
      "t 0.00171347\n",
      "u 0.1802\n",
      "v 0.0528937\n",
      "w 0.00503035\n",
      "x 0.00957423\n",
      "y 0.00170754\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00192522\n",
      "b 0.00612304\n",
      "c 0.126078\n",
      "d 0.00358031\n",
      "e 0.000848009\n",
      "f 0.00208026\n",
      "g 0.0229142\n",
      "h 0.0739736\n",
      "i 0.000788873\n",
      "k 0.123229\n",
      "l 0.208434\n",
      "m 0.000885715\n",
      "n 0.00281638\n",
      "o 0.00761634\n",
      "p 0.118707\n",
      "q 0.0395042\n",
      "r 0.0634199\n",
      "s 0.00102097\n",
      "t 0.00191915\n",
      "u 0.144946\n",
      "v 0.032727\n",
      "w 0.00381898\n",
      "x 0.0111939\n",
      "y 0.00145044\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00240797\n",
      "b 0.0058808\n",
      "c 0.0590498\n",
      "d 0.0035386\n",
      "e 0.000526965\n",
      "f 0.00163043\n",
      "g 0.013811\n",
      "h 0.0334702\n",
      "i 0.000800846\n",
      "k 0.154647\n",
      "l 0.287146\n",
      "m 0.000822032\n",
      "n 0.00318709\n",
      "o 0.00394865\n",
      "p 0.0821025\n",
      "q 0.0292717\n",
      "r 0.0631632\n",
      "s 0.000889734\n",
      "t 0.00234811\n",
      "u 0.192546\n",
      "v 0.0419455\n",
      "w 0.00523851\n",
      "x 0.00997141\n",
      "y 0.00165647\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00192976\n",
      "b 0.00340848\n",
      "c 0.0677349\n",
      "d 0.00399848\n",
      "e 0.000543611\n",
      "f 0.00160528\n",
      "g 0.0116688\n",
      "h 0.0354599\n",
      "i 0.000879085\n",
      "k 0.121565\n",
      "l 0.409027\n",
      "m 0.000652641\n",
      "n 0.00239337\n",
      "o 0.00341901\n",
      "p 0.0798554\n",
      "q 0.0297762\n",
      "r 0.0534948\n",
      "s 0.000746573\n",
      "t 0.00190277\n",
      "u 0.124885\n",
      "v 0.0304679\n",
      "w 0.003324\n",
      "x 0.00929847\n",
      "y 0.0019643\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00129302\n",
      "b 0.00272638\n",
      "c 0.0451461\n",
      "d 0.00385997\n",
      "e 0.000346275\n",
      "f 0.00137393\n",
      "g 0.0137376\n",
      "h 0.040042\n",
      "i 0.000772419\n",
      "k 0.181561\n",
      "l 0.405955\n",
      "m 0.000350156\n",
      "n 0.00148322\n",
      "o 0.00211447\n",
      "p 0.0425825\n",
      "q 0.0138671\n",
      "r 0.0579662\n",
      "s 0.000486295\n",
      "t 0.00125735\n",
      "u 0.137744\n",
      "v 0.0327643\n",
      "w 0.00304867\n",
      "x 0.00822521\n",
      "y 0.00129731\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00182715\n",
      "b 0.00142495\n",
      "c 0.0258448\n",
      "d 0.00164044\n",
      "e 0.000259173\n",
      "f 0.000792366\n",
      "g 0.00886054\n",
      "h 0.0246078\n",
      "i 0.000579485\n",
      "k 0.0883187\n",
      "l 0.643282\n",
      "m 0.000476762\n",
      "n 0.00187229\n",
      "o 0.00133049\n",
      "p 0.0671971\n",
      "q 0.0254824\n",
      "r 0.0167849\n",
      "s 0.00039668\n",
      "t 0.00155834\n",
      "u 0.0533878\n",
      "v 0.0235808\n",
      "w 0.00337204\n",
      "x 0.00369992\n",
      "y 0.00342333\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00279331\n",
      "b 0.00273434\n",
      "c 0.0366017\n",
      "d 0.00257168\n",
      "e 0.000391324\n",
      "f 0.00103405\n",
      "g 0.00907681\n",
      "h 0.0306296\n",
      "i 0.000515851\n",
      "k 0.0664596\n",
      "l 0.592162\n",
      "m 0.000646065\n",
      "n 0.00242694\n",
      "o 0.0016684\n",
      "p 0.071543\n",
      "q 0.0438496\n",
      "r 0.0205964\n",
      "s 0.000467834\n",
      "t 0.00187209\n",
      "u 0.0813492\n",
      "v 0.0215757\n",
      "w 0.00272593\n",
      "x 0.00366676\n",
      "y 0.00264138\n",
      "Found 1 images belonging to 1 classes.\n",
      "a 0.00175016\n",
      "b 0.00276704\n",
      "c 0.0380673\n",
      "d 0.00264358\n",
      "e 0.000410484\n",
      "f 0.00121198\n",
      "g 0.00933201\n",
      "h 0.0331646\n",
      "i 0.000545665\n",
      "k 0.0888918\n",
      "l 0.455593\n",
      "m 0.000603221\n",
      "n 0.00223342\n",
      "o 0.00190044\n",
      "p 0.139869\n",
      "q 0.0493815\n",
      "r 0.0335973\n",
      "s 0.000522739\n",
      "t 0.00170022\n",
      "u 0.0983948\n",
      "v 0.0264515\n",
      "w 0.00327946\n",
      "x 0.00551362\n",
      "y 0.00217509\n",
      "Found 1 images belonging to 1 classes."
     ]
    }
   ],
   "source": [
    "video_capture = cv2.VideoCapture(0)\n",
    "fps = 0\n",
    "start = time.time()\n",
    "\n",
    "while True:\n",
    "    # Capture frame-by-frame\n",
    "    ret, frame = video_capture.read()\n",
    "    fps += 1\n",
    "\n",
    "    # Draw rectangle around face\n",
    "    x = 150\n",
    "    y = 50\n",
    "    w = 300\n",
    "    h = 350\n",
    "    cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 0, 0), 3)\n",
    "\n",
    "    # Crop + process captured frame\n",
    "    hand_ini = frame[60:390, 160:440]\n",
    "    cv2.imwrite(path+'imgs/imgs/img-'+str(fps)+'.jpg', hand_ini)\n",
    "    #hand = np.expand_dims(resize(hand_ini, (224, 224), mode='reflect'), axis=0).transpose(0, 3, 1, 2)\n",
    "    # hand = resize(hand, (224, 224), mode='reflect').transpose(2,0,1)\n",
    "    # Make prediction\n",
    "    #my_predict = hand_sign_model.predict(hand,\n",
    "    #                              batch_size=1,\n",
    "    #                              verbose=0)\n",
    "    test_batches = get_batches(path+'imgs', batch_size=1, shuffle=False)\n",
    "    my_predict = hand_sign_model.predict_generator(test_batches, test_batches.nb_sample)\n",
    "    # Predict letter\n",
    "    top_prd = np.argmax(my_predict)\n",
    "    for i, x in enumerate(my_predict[0]):\n",
    "        print(final_labels[i], x)\n",
    "    # Only display predictions with probabilities greater than 0.5\n",
    "    if np.max(my_predict) >= 0.10:\n",
    "\n",
    "        prediction_result = final_labels[top_prd]\n",
    "        preds_list = np.argsort(my_predict)[0]\n",
    "        pred_2 = final_labels[preds_list[-2]]\n",
    "        pred_3 = final_labels[preds_list[-3]]\n",
    "\n",
    "        width = int(video_capture.get(3) + 0.5)\n",
    "        height = int(video_capture.get(4) + 0.5)\n",
    "\n",
    "        # Annotate image with most probable prediction\n",
    "        cv2.putText(frame, text=prediction_result,org=(200,450),\n",
    "                    fontFace=cv2.FONT_HERSHEY_SIMPLEX,fontScale=2, color=(0, 0, 0),\n",
    "                    thickness=6, lineType=cv2.CV_AA)\n",
    "        # Annotate image with second probable prediction (displayed on bottom right)\n",
    "        cv2.putText(frame, text=pred_2,org=(275,450),\n",
    "                    fontFace=cv2.FONT_HERSHEY_PLAIN,fontScale=4, color=(0, 0, 0),\n",
    "                    thickness=6, lineType=cv2.CV_AA)\n",
    "        # Annotate image with third probable prediction (displayed on bottom right)\n",
    "        cv2.putText(frame, text=pred_3,org=(350,450),\n",
    "                    fontFace=cv2.FONT_HERSHEY_PLAIN,fontScale=4, color=(0, 0, 0),\n",
    "                    thickness=6, lineType=cv2.CV_AA)\n",
    "\n",
    "    # Display the resulting frame\n",
    "    cv2.namedWindow('Video', cv2.WND_PROP_FULLSCREEN)\n",
    "    cv2.setWindowProperty('Video',cv2.WND_PROP_FULLSCREEN,cv2.cv.CV_WINDOW_FULLSCREEN)\n",
    "    cv2.imshow('Video', frame)\n",
    "    os.remove(path+'imgs/imgs/img-'+str(fps)+'.jpg')\n",
    "\n",
    "    # Press 'q' to exit live loop\n",
    "    if cv2.waitKey(1) & 0xFF == ord('q'):\n",
    "        break\n",
    "\n",
    "# Calculate frames per second\n",
    "end = time.time()\n",
    "FPS = fps/(end-start)\n",
    "print(\"[INFO] approx. FPS: {:.2f}\".format(FPS))\n",
    "\n",
    "# Release the capture\n",
    "video_capture.release()\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Found 1 images belonging to 1 classes.\n"
     ]
    }
   ],
   "source": [
    "test_batches = get_batches(path+'imgs', batch_size=batch_size, shuffle=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'data/sign_mix_expedition2/'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "____________________________________________________________________________________________________\n",
      "Layer (type)                     Output Shape          Param #     Connected to                     \n",
      "====================================================================================================\n",
      "lambda_1 (Lambda)                (None, 3, 224, 224)   0           lambda_input_1[0][0]             \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_1 (ZeroPadding2D)  (None, 3, 226, 226)   0           lambda_1[0][0]                   \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_1 (Convolution2D)  (None, 64, 224, 224)  1792        zeropadding2d_1[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_2 (ZeroPadding2D)  (None, 64, 226, 226)  0           convolution2d_1[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_2 (Convolution2D)  (None, 64, 224, 224)  36928       zeropadding2d_2[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "maxpooling2d_1 (MaxPooling2D)    (None, 64, 112, 112)  0           convolution2d_2[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_3 (ZeroPadding2D)  (None, 64, 114, 114)  0           maxpooling2d_1[1][0]             \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_3 (Convolution2D)  (None, 128, 112, 112) 73856       zeropadding2d_3[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_4 (ZeroPadding2D)  (None, 128, 114, 114) 0           convolution2d_3[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_4 (Convolution2D)  (None, 128, 112, 112) 147584      zeropadding2d_4[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "maxpooling2d_2 (MaxPooling2D)    (None, 128, 56, 56)   0           convolution2d_4[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_5 (ZeroPadding2D)  (None, 128, 58, 58)   0           maxpooling2d_2[1][0]             \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_5 (Convolution2D)  (None, 256, 56, 56)   295168      zeropadding2d_5[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_6 (ZeroPadding2D)  (None, 256, 58, 58)   0           convolution2d_5[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_6 (Convolution2D)  (None, 256, 56, 56)   590080      zeropadding2d_6[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_7 (ZeroPadding2D)  (None, 256, 58, 58)   0           convolution2d_6[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_7 (Convolution2D)  (None, 256, 56, 56)   590080      zeropadding2d_7[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "maxpooling2d_3 (MaxPooling2D)    (None, 256, 28, 28)   0           convolution2d_7[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_8 (ZeroPadding2D)  (None, 256, 30, 30)   0           maxpooling2d_3[1][0]             \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_8 (Convolution2D)  (None, 512, 28, 28)   1180160     zeropadding2d_8[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_9 (ZeroPadding2D)  (None, 512, 30, 30)   0           convolution2d_8[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_9 (Convolution2D)  (None, 512, 28, 28)   2359808     zeropadding2d_9[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_10 (ZeroPadding2D) (None, 512, 30, 30)   0           convolution2d_9[1][0]            \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_10 (Convolution2D) (None, 512, 28, 28)   2359808     zeropadding2d_10[1][0]           \n",
      "____________________________________________________________________________________________________\n",
      "maxpooling2d_4 (MaxPooling2D)    (None, 512, 14, 14)   0           convolution2d_10[1][0]           \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_11 (ZeroPadding2D) (None, 512, 16, 16)   0           maxpooling2d_4[1][0]             \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_11 (Convolution2D) (None, 512, 14, 14)   2359808     zeropadding2d_11[1][0]           \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_12 (ZeroPadding2D) (None, 512, 16, 16)   0           convolution2d_11[1][0]           \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_12 (Convolution2D) (None, 512, 14, 14)   2359808     zeropadding2d_12[1][0]           \n",
      "____________________________________________________________________________________________________\n",
      "zeropadding2d_13 (ZeroPadding2D) (None, 512, 16, 16)   0           convolution2d_12[1][0]           \n",
      "____________________________________________________________________________________________________\n",
      "convolution2d_13 (Convolution2D) (None, 512, 14, 14)   2359808     zeropadding2d_13[1][0]           \n",
      "____________________________________________________________________________________________________\n",
      "maxpooling2d_6 (MaxPooling2D)    (None, 512, 7, 7)     0           convolution2d_13[1][0]           \n",
      "____________________________________________________________________________________________________\n",
      "flatten_2 (Flatten)              (None, 25088)         0           maxpooling2d_6[0][0]             \n",
      "____________________________________________________________________________________________________\n",
      "dropout_3 (Dropout)              (None, 25088)         0           flatten_2[0][0]                  \n",
      "____________________________________________________________________________________________________\n",
      "dense_4 (Dense)                  (None, 256)           6422784     dropout_3[0][0]                  \n",
      "____________________________________________________________________________________________________\n",
      "batchnormalization_1 (BatchNorma (None, 256)           1024        dense_4[0][0]                    \n",
      "____________________________________________________________________________________________________\n",
      "dropout_4 (Dropout)              (None, 256)           0           batchnormalization_1[0][0]       \n",
      "____________________________________________________________________________________________________\n",
      "dense_5 (Dense)                  (None, 256)           65792       dropout_4[0][0]                  \n",
      "____________________________________________________________________________________________________\n",
      "batchnormalization_2 (BatchNorma (None, 256)           1024        dense_5[0][0]                    \n",
      "____________________________________________________________________________________________________\n",
      "dropout_5 (Dropout)              (None, 256)           0           batchnormalization_2[0][0]       \n",
      "____________________________________________________________________________________________________\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dense_6 (Dense)                  (None, 24)            6168        dropout_5[0][0]                  \n",
      "====================================================================================================\n",
      "Total params: 21,211,480\n",
      "Trainable params: 21,210,456\n",
      "Non-trainable params: 1,024\n",
      "____________________________________________________________________________________________________\n"
     ]
    }
   ],
   "source": [
    "hand_sign_model.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
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