newTesting.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "from matplotlib import pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "        vertical-align: middle;\n",
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       "\n",
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       "      <th></th>\n",
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       "      <th>41995</th>\n",
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       "    <tr>\n",
       "      <th>41996</th>\n",
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       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>41997</th>\n",
       "      <td>7</td>\n",
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       "    <tr>\n",
       "      <th>41998</th>\n",
       "      <td>6</td>\n",
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       "    <tr>\n",
       "      <th>41999</th>\n",
       "      <td>9</td>\n",
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       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>42000 rows × 785 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       label  pixel0  pixel1  pixel2  pixel3  pixel4  pixel5  pixel6  pixel7  \\\n",
       "0          1       0       0       0       0       0       0       0       0   \n",
       "1          0       0       0       0       0       0       0       0       0   \n",
       "2          1       0       0       0       0       0       0       0       0   \n",
       "3          4       0       0       0       0       0       0       0       0   \n",
       "4          0       0       0       0       0       0       0       0       0   \n",
       "...      ...     ...     ...     ...     ...     ...     ...     ...     ...   \n",
       "41995      0       0       0       0       0       0       0       0       0   \n",
       "41996      1       0       0       0       0       0       0       0       0   \n",
       "41997      7       0       0       0       0       0       0       0       0   \n",
       "41998      6       0       0       0       0       0       0       0       0   \n",
       "41999      9       0       0       0       0       0       0       0       0   \n",
       "\n",
       "       pixel8  ...  pixel774  pixel775  pixel776  pixel777  pixel778  \\\n",
       "0           0  ...         0         0         0         0         0   \n",
       "1           0  ...         0         0         0         0         0   \n",
       "2           0  ...         0         0         0         0         0   \n",
       "3           0  ...         0         0         0         0         0   \n",
       "4           0  ...         0         0         0         0         0   \n",
       "...       ...  ...       ...       ...       ...       ...       ...   \n",
       "41995       0  ...         0         0         0         0         0   \n",
       "41996       0  ...         0         0         0         0         0   \n",
       "41997       0  ...         0         0         0         0         0   \n",
       "41998       0  ...         0         0         0         0         0   \n",
       "41999       0  ...         0         0         0         0         0   \n",
       "\n",
       "       pixel779  pixel780  pixel781  pixel782  pixel783  \n",
       "0             0         0         0         0         0  \n",
       "1             0         0         0         0         0  \n",
       "2             0         0         0         0         0  \n",
       "3             0         0         0         0         0  \n",
       "4             0         0         0         0         0  \n",
       "...         ...       ...       ...       ...       ...  \n",
       "41995         0         0         0         0         0  \n",
       "41996         0         0         0         0         0  \n",
       "41997         0         0         0         0         0  \n",
       "41998         0         0         0         0         0  \n",
       "41999         0         0         0         0         0  \n",
       "\n",
       "[42000 rows x 785 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dataFrame = pd.read_csv('assets\\dataset-training\\data.csv')\n",
    "\n",
    "dataFrame"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = np.array(dataFrame)\n",
    "m, n = data.shape\n",
    "np.random.shuffle(data) # shuffle before splitting into dev and training sets\n",
    "\n",
    "data_dev = data[0:1000].T\n",
    "Y_dev = data_dev[0]\n",
    "X_dev = data_dev[1:n]\n",
    "X_dev = X_dev / 255.\n",
    "\n",
    "data_train = data[1000:m].T\n",
    "Y_train = data_train[0]\n",
    "X_train = data_train[1:n]\n",
    "X_train = X_train / 255.\n",
    "_,m_train = X_train.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([3, 2, 6, ..., 1, 3, 6], dtype=int64)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Y_train"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "def init_params():\n",
    "    W1 = np.random.rand(10, 784) - 0.5\n",
    "    b1 = np.random.rand(10, 1) - 0.5\n",
    "    W2 = np.random.rand(10, 10) - 0.5\n",
    "    b2 = np.random.rand(10, 1) - 0.5\n",
    "    return W1, b1, W2, b2\n",
    "\n",
    "def ReLU(Z):\n",
    "    return np.maximum(Z, 0)\n",
    "\n",
    "def softmax(Z):\n",
    "    A = np.exp(Z) / sum(np.exp(Z))\n",
    "    return A\n",
    "    \n",
    "def forward_prop(W1, b1, W2, b2, X):\n",
    "    Z1 = W1.dot(X) + b1\n",
    "    A1 = ReLU(Z1)\n",
    "    Z2 = W2.dot(A1) + b2\n",
    "    A2 = softmax(Z2)\n",
    "    return Z1, A1, Z2, A2\n",
    "\n",
    "def ReLU_deriv(Z):\n",
    "    return Z > 0\n",
    "\n",
    "def one_hot(Y):\n",
    "    one_hot_Y = np.zeros((Y.size, Y.max() + 1))\n",
    "    one_hot_Y[np.arange(Y.size), Y] = 1\n",
    "    one_hot_Y = one_hot_Y.T\n",
    "    return one_hot_Y\n",
    "\n",
    "def backward_prop(Z1, A1, Z2, A2, W1, W2, X, Y):\n",
    "    one_hot_Y = one_hot(Y)\n",
    "    dZ2 = A2 - one_hot_Y\n",
    "    dW2 = 1 / m * dZ2.dot(A1.T)\n",
    "    db2 = 1 / m * np.sum(dZ2)\n",
    "    dZ1 = W2.T.dot(dZ2) * ReLU_deriv(Z1)\n",
    "    dW1 = 1 / m * dZ1.dot(X.T)\n",
    "    db1 = 1 / m * np.sum(dZ1)\n",
    "    return dW1, db1, dW2, db2\n",
    "\n",
    "def update_params(W1, b1, W2, b2, dW1, db1, dW2, db2, alpha):\n",
    "    W1 = W1 - alpha * dW1\n",
    "    b1 = b1 - alpha * db1    \n",
    "    W2 = W2 - alpha * dW2  \n",
    "    b2 = b2 - alpha * db2    \n",
    "    return W1, b1, W2, b2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_predictions(A2):\n",
    "    return np.argmax(A2, 0)\n",
    "\n",
    "def get_accuracy(predictions, Y):\n",
    "    print(predictions, Y)\n",
    "    return np.sum(predictions == Y) / Y.size\n",
    "\n",
    "def gradient_descent(X, Y, alpha, iterations):\n",
    "    W1, b1, W2, b2 = init_params()\n",
    "    for i in range(iterations):\n",
    "        Z1, A1, Z2, A2 = forward_prop(W1, b1, W2, b2, X)\n",
    "        dW1, db1, dW2, db2 = backward_prop(Z1, A1, Z2, A2, W1, W2, X, Y)\n",
    "        W1, b1, W2, b2 = update_params(W1, b1, W2, b2, dW1, db1, dW2, db2, alpha)\n",
    "        if i % 10 == 0:\n",
    "            print(\"Iteration: \", i)\n",
    "            predictions = get_predictions(A2)\n",
    "            print(get_accuracy(predictions, Y))\n",
    "    return W1, b1, W2, b2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Iteration:  0\n",
      "[7 8 2 ... 8 8 2] [3 2 6 ... 1 3 6]\n",
      "0.09541463414634146\n",
      "Iteration:  10\n",
      "[8 8 2 ... 1 8 1] [3 2 6 ... 1 3 6]\n",
      "0.20609756097560974\n",
      "Iteration:  20\n",
      "[6 8 2 ... 1 8 1] [3 2 6 ... 1 3 6]\n",
      "0.28904878048780486\n",
      "Iteration:  30\n",
      "[6 8 6 ... 1 8 1] [3 2 6 ... 1 3 6]\n",
      "0.3347317073170732\n",
      "Iteration:  40\n",
      "[6 1 6 ... 1 8 1] [3 2 6 ... 1 3 6]\n",
      "0.36585365853658536\n",
      "Iteration:  50\n",
      "[6 1 6 ... 1 6 1] [3 2 6 ... 1 3 6]\n",
      "0.39421951219512197\n",
      "Iteration:  60\n",
      "[6 1 6 ... 1 6 6] [3 2 6 ... 1 3 6]\n",
      "0.43017073170731707\n",
      "Iteration:  70\n",
      "[6 1 6 ... 1 8 6] [3 2 6 ... 1 3 6]\n",
      "0.47368292682926827\n",
      "Iteration:  80\n",
      "[6 1 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.5062439024390244\n",
      "Iteration:  90\n",
      "[6 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.5334878048780488\n",
      "Iteration:  100\n",
      "[6 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.5601951219512196\n",
      "Iteration:  110\n",
      "[6 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.5818780487804878\n",
      "Iteration:  120\n",
      "[6 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.5994146341463414\n",
      "Iteration:  130\n",
      "[6 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.6166829268292683\n",
      "Iteration:  140\n",
      "[6 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.6313170731707317\n",
      "Iteration:  150\n",
      "[6 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.6466829268292683\n",
      "Iteration:  160\n",
      "[6 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.6613414634146342\n",
      "Iteration:  170\n",
      "[6 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.674609756097561\n",
      "Iteration:  180\n",
      "[2 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.6872926829268293\n",
      "Iteration:  190\n",
      "[2 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.6982439024390243\n",
      "Iteration:  200\n",
      "[2 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7087560975609756\n",
      "Iteration:  210\n",
      "[2 3 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7190731707317073\n",
      "Iteration:  220\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7277073170731707\n",
      "Iteration:  230\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7354878048780488\n",
      "Iteration:  240\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7425609756097561\n",
      "Iteration:  250\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7492682926829268\n",
      "Iteration:  260\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7548292682926829\n",
      "Iteration:  270\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7609024390243903\n",
      "Iteration:  280\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7661219512195122\n",
      "Iteration:  290\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7709268292682927\n",
      "Iteration:  300\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7760487804878049\n",
      "Iteration:  310\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7801463414634147\n",
      "Iteration:  320\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7846585365853659\n",
      "Iteration:  330\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7887073170731708\n",
      "Iteration:  340\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.792609756097561\n",
      "Iteration:  350\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.7966829268292683\n",
      "Iteration:  360\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.8002682926829269\n",
      "Iteration:  370\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.8032926829268293\n",
      "Iteration:  380\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.8062682926829269\n",
      "Iteration:  390\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.809219512195122\n",
      "Iteration:  400\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.811829268292683\n",
      "Iteration:  410\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.8146097560975609\n",
      "Iteration:  420\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.8170731707317073\n",
      "Iteration:  430\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.819390243902439\n",
      "Iteration:  440\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.8216097560975609\n",
      "Iteration:  450\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.823560975609756\n",
      "Iteration:  460\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.825390243902439\n",
      "Iteration:  470\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.8274146341463414\n",
      "Iteration:  480\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.8290487804878048\n",
      "Iteration:  490\n",
      "[2 2 6 ... 1 3 6] [3 2 6 ... 1 3 6]\n",
      "0.8304146341463414\n"
     ]
    }
   ],
   "source": [
    "W1, b1, W2, b2 = gradient_descent(X_train, Y_train, 0.10, 500)\n",
    "W1, b1, W2, b2 = gradient_descent(X_train, Y_train, 0.10, 500)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "def make_predictions(X, W1, b1, W2, b2):\n",
    "    _, _, _, A2 = forward_prop(W1, b1, W2, b2, X)\n",
    "    predictions = get_predictions(A2)\n",
    "    return predictions\n",
    "\n",
    "def test_prediction(index, W1, b1, W2, b2):\n",
    "    current_image = X_train[:, index, None]\n",
    "    prediction = make_predictions(X_train[:, index, None], W1, b1, W2, b2)\n",
    "    label = Y_train[index]\n",
    "    print(\"Prediction: \", prediction)\n",
    "    print(\"Label: \", label)\n",
    "    \n",
    "    current_image = current_image.reshape((28, 28)) * 255\n",
    "    plt.gray()\n",
    "    plt.imshow(current_image, interpolation='nearest')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0 3 8 1 3 9 7 0 6 4 9 9 0 6 4 5 5 6 7 6 6 4 3 6 0 3 7 4 0 0 7 7 7 1 7 6 8\n",
      " 8 0 4 9 7 4 8 8 5 3 5 4 0 6 8 3 1 9 6 4 4 3 6 9 0 0 0 4 4 9 6 6 4 2 9 2 5\n",
      " 0 2 6 3 7 0 6 2 5 7 8 0 8 0 9 9 0 3 1 2 0 7 0 0 3 8 8 7 2 4 6 8 0 0 4 9 1\n",
      " 0 0 4 0 9 3 6 8 0 1 1 9 4 2 1 0 3 1 0 7 0 9 1 2 9 4 4 5 4 2 2 5 6 9 7 9 7\n",
      " 0 1 8 2 3 5 7 6 0 0 7 0 5 1 8 4 2 3 0 8 1 7 9 7 9 5 7 8 8 2 3 2 3 8 9 8 6\n",
      " 5 0 8 1 9 4 8 0 8 3 2 9 8 7 8 8 7 0 0 5 1 7 8 8 0 1 4 9 1 2 6 6 8 1 2 6 1\n",
      " 1 9 2 3 9 1 1 1 8 1 7 1 0 4 0 5 4 6 0 7 7 7 8 4 3 0 1 1 8 5 4 3 6 7 1 1 8\n",
      " 9 9 9 4 2 4 7 7 9 3 1 6 5 8 0 9 3 8 2 1 6 6 9 2 1 6 8 4 8 2 0 9 1 6 1 4 7\n",
      " 1 2 1 8 2 8 4 4 6 8 9 1 0 1 1 6 4 9 5 8 8 2 2 4 7 4 0 6 0 8 1 1 9 0 6 4 9\n",
      " 9 3 0 8 8 8 3 9 2 9 4 4 8 8 0 3 2 3 0 4 6 1 3 9 9 1 0 4 2 0 4 9 7 8 9 7 6\n",
      " 9 6 5 6 5 6 6 8 7 3 0 7 1 2 6 8 1 0 1 4 7 2 2 4 0 4 4 3 1 7 1 7 3 2 4 6 4\n",
      " 8 2 7 2 5 0 1 1 4 8 3 3 1 5 0 0 5 2 3 7 3 7 6 0 2 3 7 4 3 0 9 0 0 8 1 2 2\n",
      " 1 7 5 4 5 1 5 7 1 1 5 1 8 0 7 0 6 7 5 1 2 3 6 5 1 3 0 3 2 4 1 4 8 8 6 9 3\n",
      " 4 9 4 3 2 0 4 4 3 7 8 2 3 2 0 0 1 1 4 1 4 7 1 7 5 7 8 2 3 5 9 9 6 9 5 7 0\n",
      " 3 5 0 0 8 4 1 2 1 9 7 5 4 0 7 6 8 9 3 4 7 4 9 1 1 7 8 5 6 9 0 8 7 9 2 9 3\n",
      " 0 4 0 4 6 4 3 0 6 0 3 2 2 0 5 6 3 8 4 8 5 8 5 2 6 6 7 9 1 0 5 3 6 3 7 2 1\n",
      " 4 4 4 9 7 9 1 6 3 8 8 5 8 6 7 8 0 4 3 3 6 4 1 6 9 3 5 2 5 2 0 7 7 1 6 6 7\n",
      " 0 3 6 3 1 9 7 4 6 0 2 1 7 3 8 7 9 3 6 1 5 7 3 8 5 7 8 5 1 2 0 0 2 5 0 2 1\n",
      " 6 2 4 6 3 4 7 9 8 3 8 4 6 8 7 0 3 6 7 3 5 3 1 0 1 8 4 7 3 3 4 8 9 4 0 1 6\n",
      " 1 0 9 5 9 8 6 9 3 4 5 6 7 6 7 7 2 7 7 4 1 4 7 8 3 0 3 0 1 4 8 7 8 3 6 2 7\n",
      " 2 2 4 5 9 1 8 4 4 3 3 3 1 7 2 7 7 4 3 4 7 9 4 5 9 9 2 1 6 9 8 1 7 9 4 5 3\n",
      " 6 3 6 1 7 9 2 8 3 9 2 2 6 4 6 8 4 6 8 3 7 0 3 9 8 6 1 9 6 9 6 1 6 6 1 1 1\n",
      " 9 7 1 6 6 8 5 9 7 4 9 2 1 3 2 4 7 8 6 6 4 3 4 4 9 0 8 5 0 5 2 2 6 4 9 0 1\n",
      " 3 9 0 8 3 7 1 2 0 2 9 8 6 3 2 6 3 7 5 1 5 0 8 6 3 8 5 6 3 8 6 1 0 0 1 3 6\n",
      " 4 4 1 8 6 8 0 4 1 0 6 2 2 1 9 0 0 5 7 1 2 9 6 6 0 5 4 3 1 4 1 6 0 1 9 6 9\n",
      " 6 3 2 2 9 9 9 9 2 5 4 8 4 7 2 0 1 3 3 3 1 4 0 0 0 1 3 8 2 0 4 9 5 0 8 2 2\n",
      " 8 9 4 7 9 3 2 7 0 2 2 0 0 2 1 9 7 7 8 7 7 8 7 5 2 7 1 6 4 5 8 0 7 9 8 5 9\n",
      " 8] [0 5 8 1 3 4 7 0 6 4 9 9 0 6 4 5 5 6 7 6 6 4 3 6 0 3 9 4 0 0 7 7 3 7 7 6 8\n",
      " 8 0 4 9 3 4 8 8 5 3 5 4 0 6 8 3 5 9 6 4 4 3 4 4 0 0 0 9 4 9 2 6 4 2 7 2 5\n",
      " 0 2 6 3 9 0 6 2 5 8 8 0 8 0 8 9 0 3 1 2 0 7 0 0 8 8 8 7 2 4 5 5 0 0 4 9 1\n",
      " 0 0 4 0 9 3 6 8 0 1 1 4 4 6 1 0 3 1 0 7 0 7 1 2 9 4 4 5 4 3 2 5 6 9 7 9 9\n",
      " 3 4 8 2 3 5 7 6 0 0 7 0 5 1 8 4 1 3 0 8 1 7 9 7 9 5 7 8 1 2 3 2 3 8 4 8 4\n",
      " 5 0 8 1 4 4 8 0 5 3 2 4 8 7 8 8 7 0 0 5 1 7 5 8 0 8 4 4 1 2 6 6 8 1 2 1 1\n",
      " 1 9 2 3 9 1 1 1 8 1 7 1 5 4 0 0 4 6 0 1 7 7 3 4 3 0 1 1 8 5 5 3 6 7 1 1 5\n",
      " 8 9 9 9 3 4 0 7 9 3 1 6 9 8 0 9 3 8 8 1 6 6 9 2 1 6 8 6 8 2 5 9 3 6 1 4 7\n",
      " 1 1 1 9 2 8 4 4 6 3 9 1 0 6 1 6 4 7 5 8 8 2 2 6 7 4 0 6 0 8 1 1 9 0 9 4 9\n",
      " 9 3 0 5 2 8 3 9 2 9 4 4 8 8 0 3 2 5 8 4 2 1 3 4 4 1 0 4 2 0 4 9 7 8 9 7 4\n",
      " 9 4 5 6 5 6 6 8 7 3 0 7 4 2 6 8 1 0 2 4 7 2 2 2 9 4 9 9 1 3 1 7 3 2 4 6 4\n",
      " 8 2 7 2 5 6 1 1 4 8 3 8 1 5 0 0 8 2 3 7 3 7 6 0 2 3 2 4 3 0 9 0 0 8 1 2 2\n",
      " 1 7 5 4 5 1 2 7 1 6 5 1 6 0 7 0 6 7 5 1 2 5 6 5 1 3 5 3 2 4 1 4 5 8 6 7 3\n",
      " 4 4 4 3 2 0 4 9 3 7 8 2 3 2 0 5 1 1 4 1 4 7 1 7 5 7 8 5 3 8 9 9 6 9 4 7 0\n",
      " 3 5 0 0 8 4 1 2 1 9 9 5 5 0 7 6 3 9 3 4 7 7 9 1 1 7 5 5 6 9 0 8 9 7 2 9 3\n",
      " 0 9 0 4 4 4 3 0 6 0 3 2 2 0 5 6 3 8 4 8 5 8 5 2 6 6 7 9 1 0 5 3 6 3 7 2 1\n",
      " 4 4 4 9 7 9 1 6 8 8 1 5 8 6 7 5 0 4 3 9 6 6 1 6 9 3 5 2 5 2 0 7 7 1 6 6 9\n",
      " 0 3 6 3 1 9 7 9 6 0 4 1 7 8 8 7 4 3 6 1 3 3 3 3 5 7 6 5 1 2 0 0 2 5 0 2 1\n",
      " 6 2 4 6 3 4 7 9 8 3 5 4 6 8 7 0 3 6 4 5 3 3 1 0 1 8 5 7 3 3 9 8 7 4 0 1 6\n",
      " 1 0 9 5 7 2 6 9 8 4 9 6 7 6 7 7 2 7 7 4 1 4 7 2 3 0 3 0 1 4 8 7 8 3 6 0 7\n",
      " 4 2 4 5 4 1 8 4 4 5 3 3 1 7 2 7 7 4 3 4 7 9 4 5 9 9 2 1 6 9 8 5 7 9 4 5 3\n",
      " 6 3 6 1 7 9 2 8 3 9 2 2 6 6 6 8 4 6 8 3 3 0 3 9 8 6 1 9 6 9 5 1 6 6 1 1 1\n",
      " 9 7 1 6 6 8 5 4 2 4 4 2 3 3 2 4 7 9 6 6 4 3 4 5 9 0 8 5 0 5 8 2 6 9 3 0 1\n",
      " 3 9 0 8 2 7 1 2 5 2 7 8 6 3 2 6 3 7 5 1 5 0 0 6 3 8 5 0 3 8 6 1 0 0 1 3 6\n",
      " 4 4 1 8 6 8 5 4 3 0 6 2 2 1 4 3 0 3 7 1 2 9 5 6 0 5 4 3 1 4 1 6 0 1 9 6 4\n",
      " 6 3 2 2 9 4 9 7 2 5 9 8 4 9 2 0 1 3 3 3 1 4 2 0 0 1 8 8 2 0 4 4 0 0 4 2 2\n",
      " 5 9 4 7 9 3 1 7 0 2 2 0 9 2 1 9 7 3 8 7 7 8 7 5 3 1 8 2 4 5 3 0 7 9 8 5 9\n",
      " 8]\n",
      "0.827\n"
     ]
    }
   ],
   "source": [
    "print(get_accuracy(make_predictions(X_dev,W1,b1,W2,b2) , Y_dev))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [2]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [2]\n",
      "Label:  2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [2]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [7]\n",
      "Label:  7\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [9]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [9]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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YIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkeRppk7rrrLs81//jHP2LaV0dHR0x1Xo0fP95zzbZt22LaV2Zmpucan88X074Qm//973+ea1paWmLa14oVKzzX/OY3v4lpX8mIh5ECAHolAggAYMJTAJWXl+vOO+9USkqKMjMzNWfOHNXW1kZt09bWppKSEg0dOlRDhgzR3Llz1dzcHNemAQB9n6cAqq6uVklJiXbu3Klt27bp/PnzmjFjhlpbWyPbLF26VFu2bNEHH3yg6upqHTt2TA888EDcGwcA9G0DvGxcUVER9Xrt2rXKzMzUnj17NHXqVIVCIf3+97/X+vXr9a1vfUuStGbNGn3ta1/Tzp07Y7pADgBITld1DSgUCkmS0tPTJV34E7Hnz59XYWFhZJtx48Zp5MiRqqmp6fI92tvbFQ6HowYAIPnFHECdnZ1asmSJpkyZErlNtqmpSYMGDVJaWlrUtllZWWpqauryfcrLyxUIBCJjxIgRsbYEAOhDYg6gkpISHTx4UO+9995VNVBWVqZQKBQZjY2NV/V+AIC+wdM1oC+UlpZq69at2rFjh4YPHx5ZHgwGde7cObW0tESdBTU3NysYDHb5Xn6/X36/P5Y2AAB9mKczIOecSktLtXHjRn300UfKzc2NWj9p0iQNHDhQlZWVkWW1tbVqaGhQQUFBfDoGACQFT2dAJSUlWr9+vTZv3qyUlJTIdZ1AIKDBgwcrEAjoiSee0LJly5Senq7U1FQ9+eSTKigo4A44AEAUTwG0evVqSdK0adOilq9Zs0aPP/64JOm1115Tv379NHfuXLW3t6uoqEi//e1v49IsACB58DBS4EsWL17suebuu+/2XDNv3jzPNb1dLE88ieXBnZs3b/Zcc/DgQc81uHo8jBQA0CsRQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEzwNGwAQELwNGwAQK9EAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAw4SmAysvLdeeddyolJUWZmZmaM2eOamtro7aZNm2afD5f1Fi0aFFcmwYA9H2eAqi6ulolJSXauXOntm3bpvPnz2vGjBlqbW2N2m7BggU6fvx4ZKxcuTKuTQMA+r4BXjauqKiIer127VplZmZqz549mjp1amT59ddfr2AwGJ8OAQBJ6aquAYVCIUlSenp61PJ169YpIyND48ePV1lZmc6ePdvte7S3tyscDkcNAMA1wMWoo6PDfec733FTpkyJWv673/3OVVRUuAMHDrg//OEP7qabbnL3339/t++zfPlyJ4nBYDAYSTZCodAlcyTmAFq0aJEbNWqUa2xsvOR2lZWVTpKrq6vrcn1bW5sLhUKR0djYaD5pDAaDwbj6cbkA8nQN6AulpaXaunWrduzYoeHDh19y2/z8fElSXV2dRo8efdF6v98vv98fSxsAgD7MUwA55/Tkk09q48aNqqqqUm5u7mVr9u/fL0nKzs6OqUEAQHLyFEAlJSVav369Nm/erJSUFDU1NUmSAoGABg8erMOHD2v9+vX69re/raFDh+rAgQNaunSppk6dqgkTJiTkHwAA6KO8XPdRN9/zrVmzxjnnXENDg5s6dapLT093fr/fjRkzxj3zzDOX/R7wy0KhkPn3lgwGg8G4+nG5z37f/w+WXiMcDisQCFi3AQC4SqFQSKmpqd2u51lwAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATvS6AnHPWLQAA4uByn+e9LoBOnz5t3QIAIA4u93nuc73slKOzs1PHjh1TSkqKfD5f1LpwOKwRI0aosbFRqampRh3aYx4uYB4uYB4uYB4u6A3z4JzT6dOnlZOTo379uj/PGdCDPV2Rfv36afjw4ZfcJjU19Zo+wL7APFzAPFzAPFzAPFxgPQ+BQOCy2/S6r+AAANcGAggAYKJPBZDf79fy5cvl9/utWzHFPFzAPFzAPFzAPFzQl+ah192EAAC4NvSpMyAAQPIggAAAJgggAIAJAggAYKLPBNCqVat0880367rrrlN+fr4+/fRT65Z63Isvviifzxc1xo0bZ91Wwu3YsUOzZs1STk6OfD6fNm3aFLXeOacXXnhB2dnZGjx4sAoLC3Xo0CGbZhPocvPw+OOPX3R8zJw506bZBCkvL9edd96plJQUZWZmas6cOaqtrY3apq2tTSUlJRo6dKiGDBmiuXPnqrm52ajjxLiSeZg2bdpFx8OiRYuMOu5anwigDRs2aNmyZVq+fLn27t2riRMnqqioSCdOnLBurcfddtttOn78eGT8/e9/t24p4VpbWzVx4kStWrWqy/UrV67Um2++qbfeeku7du3SDTfcoKKiIrW1tfVwp4l1uXmQpJkzZ0YdH++++24Pdph41dXVKikp0c6dO7Vt2zadP39eM2bMUGtra2SbpUuXasuWLfrggw9UXV2tY8eO6YEHHjDsOv6uZB4kacGCBVHHw8qVK4067obrAyZPnuxKSkoirzs6OlxOTo4rLy837KrnLV++3E2cONG6DVOS3MaNGyOvOzs7XTAYdK+++mpkWUtLi/P7/e7dd9816LBnfHUenHNu/vz5bvbs2Sb9WDlx4oST5Kqrq51zF/7bDxw40H3wwQeRbf71r385Sa6mpsaqzYT76jw459w3v/lN99RTT9k1dQV6/RnQuXPntGfPHhUWFkaW9evXT4WFhaqpqTHszMahQ4eUk5OjvLw8zZs3Tw0NDdYtmaqvr1dTU1PU8REIBJSfn39NHh9VVVXKzMzUrbfeqsWLF+vUqVPWLSVUKBSSJKWnp0uS9uzZo/Pnz0cdD+PGjdPIkSOT+nj46jx8Yd26dcrIyND48eNVVlams2fPWrTXrV73MNKvOnnypDo6OpSVlRW1PCsrS//+97+NurKRn5+vtWvX6tZbb9Xx48f10ksv6d5779XBgweVkpJi3Z6JpqYmSery+Phi3bVi5syZeuCBB5Sbm6vDhw/rueeeU3FxsWpqatS/f3/r9uKus7NTS5Ys0ZQpUzR+/HhJF46HQYMGKS0tLWrbZD4eupoHSXr00Uc1atQo5eTk6MCBA/rxj3+s2tpa/elPfzLsNlqvDyD8n+Li4sjPEyZMUH5+vkaNGqX3339fTzzxhGFn6A0efvjhyM+33367JkyYoNGjR6uqqkrTp0837CwxSkpKdPDgwWviOuildDcPCxcujPx8++23Kzs7W9OnT9fhw4c1evTonm6zS73+K7iMjAz179//ortYmpubFQwGjbrqHdLS0jR27FjV1dVZt2Lmi2OA4+NieXl5ysjISMrjo7S0VFu3btX27duj/nxLMBjUuXPn1NLSErV9sh4P3c1DV/Lz8yWpVx0PvT6ABg0apEmTJqmysjKyrLOzU5WVlSooKDDszN6ZM2d0+PBhZWdnW7diJjc3V8FgMOr4CIfD2rVr1zV/fBw9elSnTp1KquPDOafS0lJt3LhRH330kXJzc6PWT5o0SQMHDow6Hmpra9XQ0JBUx8Pl5qEr+/fvl6TedTxY3wVxJd577z3n9/vd2rVr3T//+U+3cOFCl5aW5pqamqxb61E/+tGPXFVVlauvr3cff/yxKywsdBkZGe7EiRPWrSXU6dOn3b59+9y+ffucJPerX/3K7du3z/3nP/9xzjn385//3KWlpbnNmze7AwcOuNmzZ7vc3Fz3+eefG3ceX5eah9OnT7unn37a1dTUuPr6evfhhx+6b3zjG+6WW25xbW1t1q3HzeLFi10gEHBVVVXu+PHjkXH27NnINosWLXIjR450H330kdu9e7crKChwBQUFhl3H3+Xmoa6uzq1YscLt3r3b1dfXu82bN7u8vDw3depU486j9YkAcs65X//6127kyJFu0KBBbvLkyW7nzp3WLfW4hx56yGVnZ7tBgwa5m266yT300EOurq7Ouq2E2759u5N00Zg/f75z7sKt2M8//7zLyspyfr/fTZ8+3dXW1to2nQCXmoezZ8+6GTNmuGHDhrmBAwe6UaNGuQULFiTd/6R19e+X5NasWRPZ5vPPP3c//OEP3Y033uiuv/56d//997vjx4/bNZ0Al5uHhoYGN3XqVJeenu78fr8bM2aMe+aZZ1woFLJt/Cv4cwwAABO9/hoQACA5EUAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMPH/AJ50yNL4OjdnAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [9]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  8\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [3]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [7]\n",
      "Label:  2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [9]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [3]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [5]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [2]\n",
      "Label:  2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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gAIAJAggAYMJTAFVXV+vaa69VRkaGcnJytGjRIjU3N0cd09vbq8rKSl188cUaP368Fi9erM7Ozrg2DQAY+TwFUENDgyorK7Vz505t375dJ0+e1Lx589TT0xM55uGHH9Ybb7yhTZs2qaGhQYcPH9btt98e98YBACObpzch1NbWRj2uqalRTk6OmpqaVFpaqlAopN/+9rdav369vvnNb0qS1q1bp6997WvauXOnvvGNb8SvcwDAiHZOrwGFQiFJUlZWliSpqalJJ0+eVFlZWeSY6dOna/LkyUN+1HFfX5/C4XDUAACkvpgDaGBgQA899JCuu+46zZgxQ5LU0dGh9PR0TZgwIerY3NxcdXR0DPp1qqurFQgEIiOWt38CAEaemAOosrJS+/bt02uvvXZODVRVVSkUCkVGW1vbOX09AMDIENMvoq5YsULbtm3Tjh07NGnSpMj2YDCoEydOqKurK+oqqLOzU8FgcNCv5ff75ff7Y2kDADCCeboCcs5pxYoV2rx5s95++20VFhZG7Z89e7bGjBmjurq6yLbm5mYdPHgwpt8wBwCkLk9XQJWVlVq/fr22bt2qjIyMyOs6gUBAY8eOVSAQ0H333aeVK1cqKytLmZmZevDBB1VSUsI74AAAUTwF0EsvvSRJuummm6K2r1u3TkuXLpUkPffcc0pLS9PixYvV19en8vJyvfjii3FpFgCQOnwu1rsVJkg4HFYgELBuAyPcHXfcEVPds88+67kmLy8vprm88vl8nmuS7Ns7Lj799FPPNYcOHYppru985zuea/71r3/FNFcqCoVCyszMHHI/94IDAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJjgbtjAF4wfP95zzfe+970EdHK6tDTv/18cGBiIaa7y8nLPNW+++WZMc3n1xhtveK6J9W7YODfcDRsAkJQIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCY4GakAICE4GakAICkRAABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMCEpwCqrq7Wtddeq4yMDOXk5GjRokVqbm6OOuamm26Sz+eLGsuWLYtr0wCAkc9TADU0NKiyslI7d+7U9u3bdfLkSc2bN089PT1Rx91///1qb2+PjDVr1sS1aQDAyDfay8G1tbVRj2tqapSTk6OmpiaVlpZGto8bN07BYDA+HQIAUtI5vQYUCoUkSVlZWVHbX331VWVnZ2vGjBmqqqrS8ePHh/wafX19CofDUQMAcB5wMerv73e33HKLu+6666K2/+pXv3K1tbVu79697g9/+IO75JJL3G233Tbk11m9erWTxGAwGIwUG6FQ6Iw5EnMALVu2zE2ZMsW1tbWd8bi6ujonybW0tAy6v7e314VCochoa2szXzQGg8FgnPs4WwB5eg3ocytWrNC2bdu0Y8cOTZo06YzHFhcXS5JaWlo0derU0/b7/X75/f5Y2gAAjGCeAsg5pwcffFCbN29WfX29CgsLz1qzZ88eSVJeXl5MDQIAUpOnAKqsrNT69eu1detWZWRkqKOjQ5IUCAQ0duxYHThwQOvXr9e3vvUtXXzxxdq7d68efvhhlZaWaubMmQn5CwAARigvr/toiOf51q1b55xz7uDBg660tNRlZWU5v9/vLrvsMvfYY4+d9XnALwqFQubPWzIYDAbj3MfZfvb7/n+wJI1wOKxAIGDdBgDgHIVCIWVmZg65n3vBAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMJF0AOeesWwAAxMHZfp4nXQB1d3dbtwAAiIOz/Tz3uSS75BgYGNDhw4eVkZEhn88XtS8cDqugoEBtbW3KzMw06tAe63AK63AK63AK63BKMqyDc07d3d3Kz89XWtrQ1zmjh7GnryQtLU2TJk064zGZmZnn9Qn2OdbhFNbhFNbhFNbhFOt1CAQCZz0m6Z6CAwCcHwggAICJERVAfr9fq1evlt/vt27FFOtwCutwCutwCutwykhah6R7EwIA4Pwwoq6AAACpgwACAJgggAAAJgggAICJERNAa9eu1aWXXqoLLrhAxcXFev/9961bGnZPPfWUfD5f1Jg+fbp1Wwm3Y8cOLViwQPn5+fL5fNqyZUvUfuecVq1apby8PI0dO1ZlZWXav3+/TbMJdLZ1WLp06Wnnx/z5822aTZDq6mpde+21ysjIUE5OjhYtWqTm5uaoY3p7e1VZWamLL75Y48eP1+LFi9XZ2WnUcWJ8lXW46aabTjsfli1bZtTx4EZEAG3cuFErV67U6tWr9cEHH2jWrFkqLy/XkSNHrFsbdldeeaXa29sj429/+5t1SwnX09OjWbNmae3atYPuX7NmjV544QW9/PLL2rVrly688EKVl5ert7d3mDtNrLOtgyTNnz8/6vzYsGHDMHaYeA0NDaqsrNTOnTu1fft2nTx5UvPmzVNPT0/kmIcfflhvvPGGNm3apIaGBh0+fFi33367Ydfx91XWQZLuv//+qPNhzZo1Rh0PwY0Ac+bMcZWVlZHH/f39Lj8/31VXVxt2NfxWr17tZs2aZd2GKUlu8+bNkccDAwMuGAy6X/ziF5FtXV1dzu/3uw0bNhh0ODy+vA7OObdkyRK3cOFCk36sHDlyxElyDQ0NzrlT//ZjxoxxmzZtihzzj3/8w0lyjY2NVm0m3JfXwTnnbrzxRveDH/zArqmvIOmvgE6cOKGmpiaVlZVFtqWlpamsrEyNjY2GndnYv3+/8vPzVVRUpHvuuUcHDx60bslUa2urOjo6os6PQCCg4uLi8/L8qK+vV05OjqZNm6bly5fr6NGj1i0lVCgUkiRlZWVJkpqamnTy5Mmo82H69OmaPHlySp8PX16Hz7366qvKzs7WjBkzVFVVpePHj1u0N6Skuxnpl3366afq7+9Xbm5u1Pbc3Fz985//NOrKRnFxsWpqajRt2jS1t7fr6aef1g033KB9+/YpIyPDuj0THR0dkjTo+fH5vvPF/Pnzdfvtt6uwsFAHDhzQD3/4Q1VUVKixsVGjRo2ybi/uBgYG9NBDD+m6667TjBkzJJ06H9LT0zVhwoSoY1P5fBhsHSTpu9/9rqZMmaL8/Hzt3btXTzzxhJqbm/XHP/7RsNtoSR9A+D8VFRWRP8+cOVPFxcWaMmWKXn/9dd13332GnSEZ3HXXXZE/X3XVVZo5c6amTp2q+vp6zZ0717CzxKisrNS+ffvOi9dBz2SodXjggQcif77qqquUl5enuXPn6sCBA5o6depwtzmopH8KLjs7W6NGjTrtXSydnZ0KBoNGXSWHCRMm6IorrlBLS4t1K2Y+Pwc4P05XVFSk7OzslDw/VqxYoW3btumdd96J+viWYDCoEydOqKurK+r4VD0fhlqHwRQXF0tSUp0PSR9A6enpmj17turq6iLbBgYGVFdXp5KSEsPO7B07dkwHDhxQXl6edStmCgsLFQwGo86PcDisXbt2nffnx6FDh3T06NGUOj+cc1qxYoU2b96st99+W4WFhVH7Z8+erTFjxkSdD83NzTp48GBKnQ9nW4fB7NmzR5KS63ywfhfEV/Haa685v9/vampq3Mcff+weeOABN2HCBNfR0WHd2rB65JFHXH19vWttbXXvvvuuKysrc9nZ2e7IkSPWrSVUd3e3+/DDD92HH37oJLlnn33Wffjhh+4///mPc865n/3sZ27ChAlu69atbu/evW7hwoWusLDQffbZZ8adx9eZ1qG7u9s9+uijrrGx0bW2trq33nrLXX311e7yyy93vb291q3HzfLly10gEHD19fWuvb09Mo4fPx45ZtmyZW7y5Mnu7bffdrt373YlJSWupKTEsOv4O9s6tLS0uB//+Mdu9+7drrW11W3dutUVFRW50tJS486jjYgAcs65X/7yl27y5MkuPT3dzZkzx+3cudO6pWF35513ury8PJeenu4uueQSd+edd7qWlhbrthLunXfecZJOG0uWLHHOnXor9pNPPulyc3Od3+93c+fOdc3NzbZNJ8CZ1uH48eNu3rx5buLEiW7MmDFuypQp7v7770+5/6QN9veX5NatWxc55rPPPnPf//733UUXXeTGjRvnbrvtNtfe3m7XdAKcbR0OHjzoSktLXVZWlvP7/e6yyy5zjz32mAuFQraNfwkfxwAAMJH0rwEBAFITAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAE/8Pd2nl4tP8s3IAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [7]\n",
      "Label:  7\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [3]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [0]\n",
      "Label:  0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [5]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [3]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [7]\n",
      "Label:  7\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  8\n"
     ]
    },
    {
     "data": {
      "image/png": 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vL9fOnTv1zjvv6OzZs5o3b566uroix6xevVpvvvmm3njjDdXX1+vIkSNauHBh3BsHAAxtnh5C2L59e9TrjRs3KjMzU01NTSoqKlIoFNLf/vY3bdq0Sd/5znckSRs2bNDXv/517dy5U9/61rfi1zkAYEi7os+AQqGQJCk9PV2S1NTUpLNnz6q4uDhyzNSpUzVx4kQ1Njb2+zV6e3sVDoejBgAg+cUcQH19fVq1apVmz56tadOmSZI6Ojo0YsQIjRkzJurYrKwsdXR09Pt1qqqqFAgEImPChAmxtgQAGEJiDqDy8nJ9/PHHevXVV6+ogcrKSoVCochob2+/oq8HABgaYvpF1JUrV2rbtm1qaGjQ+PHjI9uDwaDOnDmjkydPRt0FdXZ2KhgM9vu1/H6//H5/LG0AAIYwT3dAzjmtXLlSNTU1eu+995SXlxe1Pz8/X8OHD1dtbW1kW3Nzs9ra2lRYWBifjgEAScHTHVB5ebk2bdqkrVu3KjU1NfK5TiAQ0KhRoxQIBPTggw+qoqJC6enpSktL0yOPPKLCwkKegAMARPEUQC+88IIkac6cOVHbN2zYoKVLl0qS/vjHPyolJUWLFi1Sb2+vSkpK9Je//CUuzQIAkoenAPoqi0KOHDlS1dXVqq6ujrkpJK+UFO/PvcSycKfP5/NcE6vu7m7PNT09PZ5rBvJ7AgYCa8EBAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEzE9BdRgVj985//9FxTVlbmueatt97yXCNJpaWlnmtuueUWzzUZGRmea77KavRfduDAAc81wEDhDggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJFiPFgFqxYoXnmtzcXM81+fn5nmskqbOz03ONz+fzXBPLwqLd3d2ea95++23PNcBA4Q4IAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACRYjxYA6fvy455rS0lLPNevXr/dcI0llZWUx1Xm1f/9+zzVr1qzxXHPgwAHPNcBA4Q4IAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACZ9zzlk38UXhcFiBQMC6DQDAFQqFQkpLS7vofu6AAAAmCCAAgAlPAVRVVaWZM2cqNTVVmZmZKisrU3Nzc9Qxc+bMkc/nixrLly+Pa9MAgKHPUwDV19ervLxcO3fu1DvvvKOzZ89q3rx56urqijruoYce0tGjRyNj3bp1cW0aADD0efqLqNu3b496vXHjRmVmZqqpqUlFRUWR7ddee62CwWB8OgQAJKUr+gwoFApJktLT06O2v/zyy8rIyNC0adNUWVmp7u7ui36N3t5ehcPhqAEAuAq4GJ07d85973vfc7Nnz47a/te//tVt377d7du3z/3jH/9w119/vVuwYMFFv87atWudJAaDwWAk2QiFQpfMkZgDaPny5S43N9e1t7df8rja2lonybW0tPS7v6enx4VCochob283nzQGg8FgXPm4XAB5+gzocytXrtS2bdvU0NCg8ePHX/LYgoICSVJLS4smT558wX6/3y+/3x9LGwCAIcxTADnn9Mgjj6impkZ1dXXKy8u7bM3evXslSdnZ2TE1CABITp4CqLy8XJs2bdLWrVuVmpqqjo4OSVIgENCoUaN06NAhbdq0Sd/97nc1duxY7du3T6tXr1ZRUZGmT5+ekG8AADBEefncRxd5n2/Dhg3OOefa2tpcUVGRS09Pd36/3914443uscceu+z7gF8UCoXM37dkMBgMxpWPy/3sZzFSAEBCsBgpAGBQIoAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYGHQB5JyzbgEAEAeX+3k+6ALo1KlT1i0AAOLgcj/PfW6Q3XL09fXpyJEjSk1Nlc/ni9oXDoc1YcIEtbe3Ky0tzahDe8zDeczDeczDeczDeYNhHpxzOnXqlHJycpSScvH7nGsGsKevJCUlRePHj7/kMWlpaVf1BfY55uE85uE85uE85uE863kIBAKXPWbQvQUHALg6EEAAABNDKoD8fr/Wrl0rv99v3Yop5uE85uE85uE85uG8oTQPg+4hBADA1WFI3QEBAJIHAQQAMEEAAQBMEEAAABNDJoCqq6t1ww03aOTIkSooKNCHH35o3dKAe+qpp+Tz+aLG1KlTrdtKuIaGBt19993KycmRz+fTli1bovY757RmzRplZ2dr1KhRKi4u1sGDB22aTaDLzcPSpUsvuD7mz59v02yCVFVVaebMmUpNTVVmZqbKysrU3NwcdUxPT4/Ky8s1duxYXXfddVq0aJE6OzuNOk6MrzIPc+bMueB6WL58uVHH/RsSAfTaa6+poqJCa9eu1UcffaQZM2aopKREx44ds25twN166606evRoZOzYscO6pYTr6urSjBkzVF1d3e/+devW6fnnn9f69eu1a9cujR49WiUlJerp6RngThPrcvMgSfPnz4+6Pl555ZUB7DDx6uvrVV5erp07d+qdd97R2bNnNW/ePHV1dUWOWb16td5880298cYbqq+v15EjR7Rw4ULDruPvq8yDJD300ENR18O6deuMOr4INwTMmjXLlZeXR16fO3fO5eTkuKqqKsOuBt7atWvdjBkzrNswJcnV1NREXvf19blgMOh+97vfRbadPHnS+f1+98orrxh0ODC+PA/OObdkyRJ3zz33mPRj5dixY06Sq6+vd86d/99++PDh7o033ogc88knnzhJrrGx0arNhPvyPDjn3Le//W334x//2K6pr2DQ3wGdOXNGTU1NKi4ujmxLSUlRcXGxGhsbDTuzcfDgQeXk5GjSpEm6//771dbWZt2SqdbWVnV0dERdH4FAQAUFBVfl9VFXV6fMzExNmTJFK1as0IkTJ6xbSqhQKCRJSk9PlyQ1NTXp7NmzUdfD1KlTNXHixKS+Hr48D597+eWXlZGRoWnTpqmyslLd3d0W7V3UoFuM9Ms+/fRTnTt3TllZWVHbs7KydODAAaOubBQUFGjjxo2aMmWKjh49qqefflp33nmnPv74Y6Wmplq3Z6Kjo0OS+r0+Pt93tZg/f74WLlyovLw8HTp0SE888YRKS0vV2NioYcOGWbcXd319fVq1apVmz56tadOmSTp/PYwYMUJjxoyJOjaZr4f+5kGSfvCDHyg3N1c5OTnat2+ffvrTn6q5uVmbN2827DbaoA8g/F9paWnk39OnT1dBQYFyc3P1+uuv68EHHzTsDIPBvffeG/n3bbfdpunTp2vy5Mmqq6vT3LlzDTtLjPLycn388cdXxeegl3KxeVi2bFnk37fddpuys7M1d+5cHTp0SJMnTx7oNvs16N+Cy8jI0LBhwy54iqWzs1PBYNCoq8FhzJgxuvnmm9XS0mLdipnPrwGujwtNmjRJGRkZSXl9rFy5Utu2bdP7778f9edbgsGgzpw5o5MnT0Ydn6zXw8XmoT8FBQWSNKiuh0EfQCNGjFB+fr5qa2sj2/r6+lRbW6vCwkLDzuydPn1ahw4dUnZ2tnUrZvLy8hQMBqOuj3A4rF27dl3118fhw4d14sSJpLo+nHNauXKlampq9N577ykvLy9qf35+voYPHx51PTQ3N6utrS2profLzUN/9u7dK0mD63qwfgriq3j11Ved3+93GzdudPv373fLli1zY8aMcR0dHdatDaif/OQnrq6uzrW2trp//etfrri42GVkZLhjx45Zt5ZQp06dcnv27HF79uxxktwf/vAHt2fPHvff//7XOefcb37zGzdmzBi3detWt2/fPnfPPfe4vLw899lnnxl3Hl+XmodTp065Rx991DU2NrrW1lb37rvvuttvv93ddNNNrqenx7r1uFmxYoULBAKurq7OHT16NDK6u7sjxyxfvtxNnDjRvffee2737t2usLDQFRYWGnYdf5ebh5aWFvfMM8+43bt3u9bWVrd161Y3adIkV1RUZNx5tCERQM459+c//9lNnDjRjRgxws2aNcvt3LnTuqUBt3jxYpedne1GjBjhrr/+erd48WLX0tJi3VbCvf/++07SBWPJkiXOufOPYj/55JMuKyvL+f1+N3fuXNfc3GzbdAJcah66u7vdvHnz3Lhx49zw4cNdbm6ue+ihh5Lu/6T19/1Lchs2bIgc89lnn7mHH37Yfe1rX3PXXnutW7BggTt69Khd0wlwuXloa2tzRUVFLj093fn9fnfjjTe6xx57zIVCIdvGv4Q/xwAAMDHoPwMCACQnAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJv4Hi2a8fepTJEMAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [9]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [7]\n",
      "Label:  7\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [0]\n",
      "Label:  0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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ycnIiMzEAYFgI6w6osLBQ+/bt05EjR5SQkBB8Xcfr9Wr06NHyer3asGGDiouLlZSUpMTERD3zzDPKycnhHXAAgBBhBWj37t2SpIULF4Y8vmfPHq1fv16S9Nvf/laxsbFavXq1Ojs7lZ+fr9///vcRGRYAMHzEOOec9RBfFggE5PV6rcfAILJ///6wjxmOH0ba1dUV9jFz587t13OdO3euX8cBX+b3+5WYmNjndj4LDgBgggABAEwQIACACQIEADBBgAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAwQYAAACb69S+iAhh4cXFxYR8TG8ufMTF4cXUCAEwQIACACQIEADBBgAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAwQYAAACb4MFIMet///vfDPubUqVP9eq6dO3f267iBUFdXF/YxLS0tUZgEiAzugAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAwQYAAACYIEADABAECAJggQAAAEzHOOWc9xJcFAgF5vV7rMQAA98nv9ysxMbHP7dwBAQBMECAAgAkCBAAwQYAAACYIEADABAECAJggQAAAEwQIAGCCAAEATBAgAIAJAgQAMEGAAAAmCBAAwAQBAgCYIEAAABNhBai0tFRz5sxRQkKCUlJStGLFCtXW1obss3DhQsXExISszZs3R3RoAMDQF1aAKisrVVhYqOrqah07dkxdXV1asmSJ2tvbQ/bbuHGjmpqagmvnzp0RHRoAMPSNDGfnsrKykK/37t2rlJQU1dTUKDc3N/j4Qw89JJ/PF5kJAQDD0n29BuT3+yVJSUlJIY+//fbbSk5O1syZM1VSUqLr16/3+T06OzsVCARCFgDgAeD6qbu7233nO99x8+bNC3n8D3/4gysrK3Pnzp1zf/7zn92jjz7qVq5c2ef32bFjh5PEYrFYrGG2/H7/HTvS7wBt3rzZTZo0yTU2Nt5xv/LycifJ1dXV9bq9o6PD+f3+4GpsbDQ/aSwWi8W6/3W3AIX1GtAXioqKdPToUZ04cULjx4+/477Z2dmSpLq6Ok2ZMuW27R6PRx6Ppz9jAACGsLAC5JzTM888o0OHDqmiokIZGRl3Pebs2bOSpLS0tH4NCAAYnsIKUGFhofbt26cjR44oISFBzc3NkiSv16vRo0fr4sWL2rdvn7797W9r7NixOnfunLZt26bc3FxlZmZG5T8AADBEhfO6j/r4Od+ePXucc841NDS43Nxcl5SU5Dwej5s6dap77rnn7vpzwC/z+/3mP7dksVgs1v2vu/3eH/P/wzJoBAIBeb1e6zEAAPfJ7/crMTGxz+18FhwAwAQBAgCYIEAAABMECABgggABAEwQIACACQIEADBBgAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAwQYAAACYIEADABAECAJggQAAAEwQIAGCCAAEATBAgAIAJAgQAMEGAAAAmCBAAwMSgC5BzznoEAEAE3O3380EXoLa2NusRAAARcLffz2PcILvl6Onp0eXLl5WQkKCYmJiQbYFAQBMmTFBjY6MSExONJrTHebiJ83AT5+EmzsNNg+E8OOfU1tam9PR0xcb2fZ8zcgBnuiexsbEaP378HfdJTEx8oC+wL3AebuI83MR5uInzcJP1efB6vXfdZ9D9CA4A8GAgQAAAE0MqQB6PRzt27JDH47EexRTn4SbOw02ch5s4DzcNpfMw6N6EAAB4MAypOyAAwPBBgAAAJggQAMAEAQIAmBgyAdq1a5cee+wxjRo1StnZ2frwww+tRxpwL730kmJiYkLWjBkzrMeKuhMnTmjZsmVKT09XTEyMDh8+HLLdOaft27crLS1No0ePVl5eni5cuGAzbBTd7TysX7/+tutj6dKlNsNGSWlpqebMmaOEhASlpKRoxYoVqq2tDdmno6NDhYWFGjt2rB555BGtXr1aLS0tRhNHx72ch4ULF952PWzevNlo4t4NiQC98847Ki4u1o4dO3T69GllZWUpPz9fV65csR5twD3xxBNqamoKrr/97W/WI0Vde3u7srKytGvXrl6379y5U2+88YbefPNNnTx5Ug8//LDy8/PV0dExwJNG193OgyQtXbo05PrYv3//AE4YfZWVlSosLFR1dbWOHTumrq4uLVmyRO3t7cF9tm3bpvfee08HDx5UZWWlLl++rFWrVhlOHXn3ch4kaePGjSHXw86dO40m7oMbAubOnesKCwuDX3d3d7v09HRXWlpqONXA27Fjh8vKyrIew5Qkd+jQoeDXPT09zufzuV/96lfBx65eveo8Ho/bv3+/wYQD49bz4Jxz69atc8uXLzeZx8qVK1ecJFdZWemcu/n/Pi4uzh08eDC4z7///W8nyVVVVVmNGXW3ngfnnHvyySfdj3/8Y7uh7sGgvwO6ceOGampqlJeXF3wsNjZWeXl5qqqqMpzMxoULF5Senq7Jkyfr6aefVkNDg/VIpurr69Xc3BxyfXi9XmVnZz+Q10dFRYVSUlI0ffp0bdmyRa2trdYjRZXf75ckJSUlSZJqamrU1dUVcj3MmDFDEydOHNbXw63n4Qtvv/22kpOTNXPmTJWUlOj69esW4/Vp0H0Y6a0+++wzdXd3KzU1NeTx1NRUffTRR0ZT2cjOztbevXs1ffp0NTU16eWXX9aCBQt0/vx5JSQkWI9norm5WZJ6vT6+2PagWLp0qVatWqWMjAxdvHhRP/3pT1VQUKCqqiqNGDHCeryI6+np0datWzVv3jzNnDlT0s3rIT4+XmPGjAnZdzhfD72dB0n63ve+p0mTJik9PV3nzp3TCy+8oNraWv3lL38xnDbUoA8Q/k9BQUHw15mZmcrOztakSZP07rvvasOGDYaTYTBYu3Zt8NezZs1SZmampkyZooqKCi1evNhwsugoLCzU+fPnH4jXQe+kr/OwadOm4K9nzZqltLQ0LV68WBcvXtSUKVMGesxeDfofwSUnJ2vEiBG3vYulpaVFPp/PaKrBYcyYMZo2bZrq6uqsRzHzxTXA9XG7yZMnKzk5eVheH0VFRTp69Kg++OCDkH++xefz6caNG7p69WrI/sP1eujrPPQmOztbkgbV9TDoAxQfH6/Zs2ervLw8+FhPT4/Ky8uVk5NjOJm9a9eu6eLFi0pLS7MexUxGRoZ8Pl/I9REIBHTy5MkH/vq4dOmSWltbh9X14ZxTUVGRDh06pOPHjysjIyNk++zZsxUXFxdyPdTW1qqhoWFYXQ93Ow+9OXv2rCQNruvB+l0Q9+LAgQPO4/G4vXv3un/9619u06ZNbsyYMa65udl6tAH1k5/8xFVUVLj6+nr397//3eXl5bnk5GR35coV69Giqq2tzZ05c8adOXPGSXKvvfaaO3PmjPvkk0+cc8794he/cGPGjHFHjhxx586dc8uXL3cZGRnu888/N548su50Htra2tyzzz7rqqqqXH19vXv//ffd17/+dff444+7jo4O69EjZsuWLc7r9bqKigrX1NQUXNevXw/us3nzZjdx4kR3/Phxd+rUKZeTk+NycnIMp468u52Huro698orr7hTp065+vp6d+TIETd58mSXm5trPHmoIREg55z73e9+5yZOnOji4+Pd3LlzXXV1tfVIA27NmjUuLS3NxcfHu0cffdStWbPG1dXVWY8VdR988IGTdNtat26dc+7mW7FffPFFl5qa6jwej1u8eLGrra21HToK7nQerl+/7pYsWeLGjRvn4uLi3KRJk9zGjRuH3R/Sevvvl+T27NkT3Ofzzz93P/rRj9xXvvIV99BDD7mVK1e6pqYmu6Gj4G7noaGhweXm5rqkpCTn8Xjc1KlT3XPPPef8fr/t4Lfgn2MAAJgY9K8BAQCGJwIEADBBgAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAwQYAAACYIEADAxP8D01Mu40rW7bEAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [5]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  8\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [3]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [3]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [2]\n",
      "Label:  2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  8\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [0]\n",
      "Label:  0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  8\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [9]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [2]\n",
      "Label:  8\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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AwAAW1RWQc06bNm3S4cOHdeLECeXk5ETcP2PGDA0bNkylpaXh22pqatTQ0KC8vLzYTAwAGBSiugIqLCzU/v37dfToUSUlJYWf1/H5fBoxYoR8Pp/Wrl2rbdu2KTU1VcnJydq8ebPy8vJ4BRwAIEJUAdqzZ48kad68eRG37927V2vWrJEk/fKXv1RCQoJWrFihzs5OLVy4UL/+9a9jMiwAYPDwOOec9RC3C4VC8vl81mMAcdXV1RX1nr78Ve3tnz/cy5w5c/q0D7hdMBhUcnJyr/fzXnAAABMECABgggABAEwQIACACQIEADBBgAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAw0affiArg/uzatSvqPZs3b47DJIAdroAAACYIEADABAECAJggQAAAEwQIAGCCAAEATBAgAIAJAgQAMEGAAAAmCBAAwAQBAgCYIEAAABO8GSlgoKGhwXoEwBxXQAAAEwQIAGCCAAEATBAgAIAJAgQAMEGAAAAmCBAAwAQBAgCYIEAAABMECABgggABAEwQIACACd6MFDBQXl4e9Z5gMBiHSQA7XAEBAEwQIACACQIEADBBgAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAwQYAAACY8zjlnPcTtQqGQfD6f9RgAgPsUDAaVnJzc6/1cAQEATBAgAICJqAJUXFysmTNnKikpSenp6Vq6dKlqamoijpk3b548Hk/E2rBhQ0yHBgAMfFEFqLy8XIWFhaqsrNTx48d18+ZNLViwQO3t7RHHrVu3Tk1NTeG1c+fOmA4NABj4ovqNqCUlJREf79u3T+np6aqqqtLcuXPDtz/yyCPy+/2xmRAAMCjd13NAn/2K4NTU1Ijb3333XaWlpWnKlCkqKirS9evXe/0cnZ2dCoVCEQsA8BBwfdTV1eWef/55N3v27Ijbf/Ob37iSkhJXXV3tfv/737vHHnvMLVu2rNfPs2PHDieJxWKxWINsBYPBu3akzwHasGGDGzt2rGtsbLzrcaWlpU6Sq62t7fH+jo4OFwwGw6uxsdH8pLFYLBbr/te9AhTVc0Cf2bRpk44dO6ZTp05pzJgxdz02NzdXklRbW6sJEybccb/X65XX6+3LGACAASyqADnntHnzZh0+fFhlZWXKycm5557z589LkjIzM/s0IABgcIoqQIWFhdq/f7+OHj2qpKQkNTc3S5J8Pp9GjBihuro67d+/X1//+tc1atQoVVdXa+vWrZo7d66mTZsWl/8BAIABKprnfdTLz/n27t3rnHOuoaHBzZ0716Wmpjqv1+smTpzoXn755Xv+HPB2wWDQ/OeWLBaLxbr/da/v/bwZKQAgLngzUgBAv0SAAAAmCBAAwAQBAgCYIEAAABMECABgggABAEwQIACACQIEADBBgAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAwQYAAACYIEADABAECAJggQAAAEwQIAGCCAAEATBAgAIAJAgQAMNHvAuScsx4BABAD9/p+3u8C1NbWZj0CACAG7vX93OP62SVHd3e3Ll++rKSkJHk8noj7QqGQsrKy1NjYqOTkZKMJ7XEebuE83MJ5uIXzcEt/OA/OObW1tSkQCCghoffrnKEPcKYvJCEhQWPGjLnrMcnJyQ/1A+wznIdbOA+3cB5u4TzcYn0efD7fPY/pdz+CAwA8HAgQAMDEgAqQ1+vVjh075PV6rUcxxXm4hfNwC+fhFs7DLQPpPPS7FyEAAB4OA+oKCAAweBAgAIAJAgQAMEGAAAAmBkyAdu/erXHjxmn48OHKzc3VRx99ZD3SA/f666/L4/FErMmTJ1uPFXenTp3S4sWLFQgE5PF4dOTIkYj7nXN67bXXlJmZqREjRig/P18XL160GTaO7nUe1qxZc8fjY9GiRTbDxklxcbFmzpyppKQkpaena+nSpaqpqYk4pqOjQ4WFhRo1apRGjhypFStWqKWlxWji+Pgi52HevHl3PB42bNhgNHHPBkSA3nvvPW3btk07duzQ2bNnNX36dC1cuFBXrlyxHu2Be/LJJ9XU1BReH374ofVIcdfe3q7p06dr9+7dPd6/c+dO7dq1S2+//bZOnz6tRx99VAsXLlRHR8cDnjS+7nUeJGnRokURj48DBw48wAnjr7y8XIWFhaqsrNTx48d18+ZNLViwQO3t7eFjtm7dqvfff1+HDh1SeXm5Ll++rOXLlxtOHXtf5DxI0rp16yIeDzt37jSauBduAJg1a5YrLCwMf9zV1eUCgYArLi42nOrB27Fjh5s+fbr1GKYkucOHD4c/7u7udn6/3/385z8P39ba2uq8Xq87cOCAwYQPxufPg3POrV692i1ZssRkHitXrlxxklx5eblz7tb/98OGDXOHDh0KH/Pvf//bSXIVFRVWY8bd58+Dc849++yz7nvf+57dUF9Av78CunHjhqqqqpSfnx++LSEhQfn5+aqoqDCczMbFixcVCAQ0fvx4vfjii2poaLAeyVR9fb2am5sjHh8+n0+5ubkP5eOjrKxM6enpmjRpkjZu3KirV69ajxRXwWBQkpSamipJqqqq0s2bNyMeD5MnT1Z2dvagfjx8/jx85t1331VaWpqmTJmioqIiXb9+3WK8XvW7NyP9vE8++URdXV3KyMiIuD0jI0P/+c9/jKaykZubq3379mnSpElqamrSG2+8oTlz5ujChQtKSkqyHs9Ec3OzJPX4+PjsvofFokWLtHz5cuXk5Kiurk4/+MEPVFBQoIqKCg0ZMsR6vJjr7u7Wli1bNHv2bE2ZMkXSrcdDYmKiUlJSIo4dzI+Hns6DJH3rW9/S2LFjFQgEVF1dre9///uqqanRH//4R8NpI/X7AOH/FRQUhP88bdo05ebmauzYsfrDH/6gtWvXGk6G/mDVqlXhP0+dOlXTpk3ThAkTVFZWpvnz5xtOFh+FhYW6cOHCQ/E86N30dh7Wr18f/vPUqVOVmZmp+fPnq66uThMmTHjQY/ao3/8ILi0tTUOGDLnjVSwtLS3y+/1GU/UPKSkpeuKJJ1RbW2s9ipnPHgM8Pu40fvx4paWlDcrHx6ZNm3Ts2DGdPHky4te3+P1+3bhxQ62trRHHD9bHQ2/noSe5ubmS1K8eD/0+QImJiZoxY4ZKS0vDt3V3d6u0tFR5eXmGk9m7du2a6urqlJmZaT2KmZycHPn9/ojHRygU0unTpx/6x8elS5d09erVQfX4cM5p06ZNOnz4sE6cOKGcnJyI+2fMmKFhw4ZFPB5qamrU0NAwqB4P9zoPPTl//rwk9a/Hg/WrIL6IgwcPOq/X6/bt2+f+9a9/ufXr17uUlBTX3NxsPdoD9dJLL7mysjJXX1/v/va3v7n8/HyXlpbmrly5Yj1aXLW1tblz5865c+fOOUnuzTffdOfOnXP//e9/nXPO/fSnP3UpKSnu6NGjrrq62i1ZssTl5OS4Tz/91Hjy2LrbeWhra3Pbt293FRUVrr6+3n3wwQfuq1/9qnv88cddR0eH9egxs3HjRufz+VxZWZlramoKr+vXr4eP2bBhg8vOznYnTpxwZ86ccXl5eS4vL89w6ti713mora11P/rRj9yZM2dcfX29O3r0qBs/frybO3eu8eSRBkSAnHPuV7/6lcvOznaJiYlu1qxZrrKy0nqkB27lypUuMzPTJSYmuscee8ytXLnS1dbWWo8VdydPnnSS7lirV692zt16Kfarr77qMjIynNfrdfPnz3c1NTW2Q8fB3c7D9evX3YIFC9zo0aPdsGHD3NixY926desG3X+k9fS/X5Lbu3dv+JhPP/3Ufec733Ff+tKX3COPPOKWLVvmmpqa7IaOg3udh4aGBjd37lyXmprqvF6vmzhxonv55ZddMBi0Hfxz+HUMAAAT/f45IADA4ESAAAAmCBAAwAQBAgCYIEAAABMECABgggABAEwQIACACQIEADBBgAAAJggQAMAEAQIAmPg/BXBYz1WRZ6UAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [0]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [3]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [5]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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vv1yLFi1Se3t7XJsGAAx8ngKourpapaWlqq2t1bvvvqvTp09r7ty56ujoiByzevVqvfXWW3rzzTdVXV2t1tZWLVy4MO6NAwAGNk8PIVRUVES93rx5szIyMlRXV6eCggKFQiG9+OKL2rJli7797W9LkjZt2qRvfetbqq2t1U033RS/zgEAA9pFfQYUCoUkSWlpaZKkuro6nT59OurpqKlTp2rChAmqqanp8Wt0dnYqHA5HDQBA8os5gLq7u/XQQw/p5ptv1rRp0yRJbW1tGjZsmEaNGhV1bGZmptra2nr8OuXl5QoEApExfvz4WFsCAAwgMQdQaWmp9u/fr9dee+2iGigrK1MoFIqMvvqZCgCArZh+EHXVqlV6++23tXv3bo0bNy6yPRgM6tSpUzp69GjUXVB7e7uCwWCPX8vv98vv98fSBgBgAPN0B+Sc06pVq7Rt2zbt3LlTOTk5Uftzc3M1dOhQVVZWRrY1NDSoublZ+fn58ekYAJAUPN0BlZaWasuWLdqxY4dSUlIin+sEAgGNGDFCgUBA9957r9asWaO0tDSlpqbqgQceUH5+Pk/AAQCieAqg559/XpI0e/bsqO2bNm3SsmXLJEl/+MMfNGjQIC1atEidnZ0qKirSH//4x7g0CwBIHj7Xz1YrDIfDCgQC1m1cUjIzM2Oq++CDDzzXTJo0KaZzQfL5fJ5r+vKf965duzzXrF692nPN/v37PdfARigUUmpqaq/7WQsOAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGAipt+IiuTS3t4eU11dXZ3nGlbDHhjee+89zzW/+MUvPNewsvWljTsgAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJliMFDF79NFHPdd89tlnnmt+9KMfea4ZN26c55r+7je/+Y3nmlgWFZWkDz/80HPN6dOnYzoXLl3cAQEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADDhc8456ya+LhwOKxAIWLcBALhIoVBIqampve7nDggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACY8BVB5ebluvPFGpaSkKCMjQ/Pnz1dDQ0PUMbNnz5bP54saK1eujGvTAICBz1MAVVdXq7S0VLW1tXr33Xd1+vRpzZ07Vx0dHVHHLV++XIcOHYqM9evXx7VpAMDAN8TLwRUVFVGvN2/erIyMDNXV1amgoCCyfeTIkQoGg/HpEACQlC7qM6BQKCRJSktLi9r+6quvKj09XdOmTVNZWZlOnDjR69fo7OxUOByOGgCAS4CLUVdXl/vud7/rbr755qjtf/rTn1xFRYXbt2+fe+WVV9wVV1zhFixY0OvXWbdunZPEYDAYjCQboVDonDkScwCtXLnSTZw40bW0tJzzuMrKSifJNTY29rj/5MmTLhQKRUZLS4v5pDEYDAbj4sf5AsjTZ0BfWbVqld5++23t3r1b48aNO+exeXl5kqTGxkZNmTLlrP1+v19+vz+WNgAAA5inAHLO6YEHHtC2bdtUVVWlnJyc89bU19dLkrKysmJqEACQnDwFUGlpqbZs2aIdO3YoJSVFbW1tkqRAIKARI0bo4MGD2rJli77zne9ozJgx2rdvn1avXq2CggLNmDEjIX8BAMAA5eVzH/XyPt+mTZucc841Nze7goICl5aW5vx+v7vyyivdI488ct73Ab8uFAqZv2/JYDAYjIsf5/ve7/v/wdJvhMNhBQIB6zYAABcpFAopNTW11/2sBQcAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMNHvAsg5Z90CACAOzvf9vN8F0LFjx6xbAADEwfm+n/tcP7vl6O7uVmtrq1JSUuTz+aL2hcNhjR8/Xi0tLUpNTTXq0B7zcAbzcAbzcAbzcEZ/mAfnnI4dO6bs7GwNGtT7fc6QPuzpggwaNEjjxo075zGpqamX9AX2FebhDObhDObhDObhDOt5CAQC5z2m370FBwC4NBBAAAATAyqA/H6/1q1bJ7/fb92KKebhDObhDObhDObhjIE0D/3uIQQAwKVhQN0BAQCSBwEEADBBAAEATBBAAAATAyaANm7cqEmTJmn48OHKy8vTRx99ZN1Sn3v88cfl8/mixtSpU63bSrjdu3dr3rx5ys7Ols/n0/bt26P2O+e0du1aZWVlacSIESosLNSBAwdsmk2g883DsmXLzro+iouLbZpNkPLyct14441KSUlRRkaG5s+fr4aGhqhjTp48qdLSUo0ZM0aXX365Fi1apPb2dqOOE+NC5mH27NlnXQ8rV6406rhnAyKAXn/9da1Zs0br1q3Txx9/rJkzZ6qoqEiHDx+2bq3PXXvttTp06FBkvP/++9YtJVxHR4dmzpypjRs39rh//fr1evbZZ/XCCy9oz549uuyyy1RUVKSTJ0/2caeJdb55kKTi4uKo62Pr1q192GHiVVdXq7S0VLW1tXr33Xd1+vRpzZ07Vx0dHZFjVq9erbfeektvvvmmqqur1draqoULFxp2HX8XMg+StHz58qjrYf369UYd98INALNmzXKlpaWR111dXS47O9uVl5cbdtX31q1b52bOnGndhilJbtu2bZHX3d3dLhgMug0bNkS2HT161Pn9frd161aDDvvGN+fBOeeWLl3q7rjjDpN+rBw+fNhJctXV1c65M//thw4d6t58883IMZ9++qmT5GpqaqzaTLhvzoNzzt12223uwQcftGvqAvT7O6BTp06prq5OhYWFkW2DBg1SYWGhampqDDuzceDAAWVnZ2vy5Mm6++671dzcbN2SqaamJrW1tUVdH4FAQHl5eZfk9VFVVaWMjAxdc801uv/++3XkyBHrlhIqFApJktLS0iRJdXV1On36dNT1MHXqVE2YMCGpr4dvzsNXXn31VaWnp2vatGkqKyvTiRMnLNrrVb9bjPSbvvjiC3V1dSkzMzNqe2Zmpv75z38adWUjLy9Pmzdv1jXXXKNDhw7piSee0K233qr9+/crJSXFuj0TbW1tktTj9fHVvktFcXGxFi5cqJycHB08eFC//OUvVVJSopqaGg0ePNi6vbjr7u7WQw89pJtvvlnTpk2TdOZ6GDZsmEaNGhV1bDJfDz3NgyTdddddmjhxorKzs7Vv3z79/Oc/V0NDg/76178adhut3wcQ/k9JSUnkzzNmzFBeXp4mTpyoN954Q/fee69hZ+gPlixZEvnz9OnTNWPGDE2ZMkVVVVWaM2eOYWeJUVpaqv37918Sn4OeS2/zsGLFisifp0+frqysLM2ZM0cHDx7UlClT+rrNHvX7t+DS09M1ePDgs55iaW9vVzAYNOqqfxg1apSuvvpqNTY2Wrdi5qtrgOvjbJMnT1Z6enpSXh+rVq3S22+/rV27dkX9+pZgMKhTp07p6NGjUccn6/XQ2zz0JC8vT5L61fXQ7wNo2LBhys3NVWVlZWRbd3e3KisrlZ+fb9iZvePHj+vgwYPKysqybsVMTk6OgsFg1PURDoe1Z8+eS/76+Pzzz3XkyJGkuj6cc1q1apW2bdumnTt3KicnJ2p/bm6uhg4dGnU9NDQ0qLm5Oamuh/PNQ0/q6+slqX9dD9ZPQVyI1157zfn9frd582b3j3/8w61YscKNGjXKtbW1WbfWp372s5+5qqoq19TU5D744ANXWFjo0tPT3eHDh61bS6hjx465Tz75xH3yySdOkvv973/vPvnkE/ef//zHOefcb3/7Wzdq1Ci3Y8cOt2/fPnfHHXe4nJwc9+WXXxp3Hl/nmodjx465hx9+2NXU1Limpib33nvvueuvv95dddVV7uTJk9atx83999/vAoGAq6qqcocOHYqMEydORI5ZuXKlmzBhgtu5c6fbu3evy8/Pd/n5+YZdx9/55qGxsdH9+te/dnv37nVNTU1ux44dbvLkya6goMC482gDIoCcc+65555zEyZMcMOGDXOzZs1ytbW11i31ucWLF7usrCw3bNgwd8UVV7jFixe7xsZG67YSbteuXU7SWWPp0qXOuTOPYj/22GMuMzPT+f1+N2fOHNfQ0GDbdAKcax5OnDjh5s6d68aOHeuGDh3qJk6c6JYvX550/5PW099fktu0aVPkmC+//NL99Kc/daNHj3YjR450CxYscIcOHbJrOgHONw/Nzc2uoKDApaWlOb/f76688kr3yCOPuFAoZNv4N/DrGAAAJvr9Z0AAgOREAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADAxP8DX767ctJOIzUAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [5]\n",
      "Label:  0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [2]\n",
      "Label:  2\n"
     ]
    },
    {
     "data": {
      "image/png": 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yzIMPPqi33npLb7zxhurr63X06FHdfvvtcW8cAJDaRns5eMeOHVGvN2/erLy8PO3bt09z5sxRKBTSH//4R23ZskU/+MEPJEmbNm3St771Le3evVvf+9734tc5ACClXdBnQKFQSJKUk5MjSdq3b5/6+vpUVlYWOWb69OmaPHmyGhsbB/0avb29CofDUQMAkP5iDqCBgQGtXr1aN910k2bMmCFJam9vV2ZmpiZMmBB1bH5+vtrb2wf9OjU1NQoEApExadKkWFsCAKSQmAOosrJSBw8e1KuvvnpBDVRXVysUCkVGW1vbBX09AEBq8PQZ0JdWrVqlt99+Ww0NDZo4cWJkezAY1OnTp9XV1RV1F9TR0aFgMDjo1/L7/fxwIgCMQJ7ugJxzWrVqlbZu3apdu3ad9dPSs2bN0pgxY1RbWxvZ1tTUpNbWVpWWlsanYwBAWvB0B1RZWaktW7Zo+/btysrKinyuEwgENG7cOAUCAd1zzz2qqqpSTk6OsrOz9cADD6i0tJQn4AAAUTwF0MaNGyVJc+fOjdq+adMm3X333ZKk3/72t8rIyNDSpUvV29ur8vJy/f73v49LswCA9MFipJDP54up7vnnn/dcc//998d0rmQWy3+wqqurPdd88cUXnmv6+/s910jS6NHePx4uLi72XLNmzRrPNQsXLvRcM5z27t3rueaWW27xXHP69GnPNcONxUgBAEmJAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCC1bARs/Hjx3uueeKJJzzXrF692nPN9u3bPddI0pNPPum55sCBA55rBgYGPNeko4wM7/8HHjVqVAI6iZ9Y/m1jXbU82bEaNgAgKRFAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADDBYqQAgIRgMVIAQFIigAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYMJTANXU1OiGG25QVlaW8vLytHjxYjU1NUUdM3fuXPl8vqixcuXKuDYNAEh9ngKovr5elZWV2r17t95991319fVp/vz56unpiTpuxYoVOnbsWGSsX78+rk0DAFLfaC8H79ixI+r15s2blZeXp3379mnOnDmR7RdddJGCwWB8OgQApKUL+gwoFApJknJycqK2v/zyy8rNzdWMGTNUXV2tkydPDvk1ent7FQ6HowYAYARwMerv73e33Xabu+mmm6K2/+EPf3A7duxwBw4ccH/+85/d5Zdf7pYsWTLk11m7dq2TxGAwGIw0G6FQ6Jw5EnMArVy50k2ZMsW1tbWd87ja2lonyTU3Nw+6/9SpUy4UCkVGW1ub+aQxGAwG48LH+QLI02dAX1q1apXefvttNTQ0aOLEiec8tqSkRJLU3NysadOmnbXf7/fL7/fH0gYAIIV5CiDnnB544AFt3bpVdXV1KioqOm/N/v37JUkFBQUxNQgASE+eAqiyslJbtmzR9u3blZWVpfb2dklSIBDQuHHjdPjwYW3ZskU//OEPdemll+rAgQN68MEHNWfOHM2cOTMhfwEAQIry8rmPhnifb9OmTc4551pbW92cOXNcTk6O8/v97sorr3QPP/zwed8H/KpQKGT+viWDwWAwLnyc73u/7/8HS9IIh8MKBALWbQAALlAoFFJ2dvaQ+1kLDgBgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgIukCyDln3QIAIA7O9/086QKou7vbugUAQByc7/u5zyXZLcfAwICOHj2qrKws+Xy+qH3hcFiTJk1SW1ubsrOzjTq0xzycwTycwTycwTyckQzz4JxTd3e3CgsLlZEx9H3O6GHs6RvJyMjQxIkTz3lMdnb2iL7AvsQ8nME8nME8nME8nGE9D4FA4LzHJN1bcACAkYEAAgCYSKkA8vv9Wrt2rfx+v3UrppiHM5iHM5iHM5iHM1JpHpLuIQQAwMiQUndAAID0QQABAEwQQAAAEwQQAMBEygTQhg0bdMUVV2js2LEqKSnRhx9+aN3SsFu3bp18Pl/UmD59unVbCdfQ0KCFCxeqsLBQPp9P27Zti9rvnNPjjz+ugoICjRs3TmVlZTp06JBNswl0vnm4++67z7o+FixYYNNsgtTU1OiGG25QVlaW8vLytHjxYjU1NUUdc+rUKVVWVurSSy/V+PHjtXTpUnV0dBh1nBjfZB7mzp171vWwcuVKo44HlxIB9Nprr6mqqkpr167VRx99pOLiYpWXl6uzs9O6tWF37bXX6tixY5Hx/vvvW7eUcD09PSouLtaGDRsG3b9+/Xo9//zzeuGFF7Rnzx5dfPHFKi8v16lTp4a508Q63zxI0oIFC6Kuj1deeWUYO0y8+vp6VVZWavfu3Xr33XfV19en+fPnq6enJ3LMgw8+qLfeektvvPGG6uvrdfToUd1+++2GXcffN5kHSVqxYkXU9bB+/XqjjofgUsDs2bNdZWVl5HV/f78rLCx0NTU1hl0Nv7Vr17ri4mLrNkxJclu3bo28HhgYcMFg0D377LORbV1dXc7v97tXXnnFoMPh8fV5cM655cuXu0WLFpn0Y6Wzs9NJcvX19c65M//2Y8aMcW+88UbkmE8++cRJco2NjVZtJtzX58E5577//e+7n//853ZNfQNJfwd0+vRp7du3T2VlZZFtGRkZKisrU2Njo2FnNg4dOqTCwkJNnTpVd911l1pbW61bMtXS0qL29vao6yMQCKikpGREXh91dXXKy8vTNddco/vuu0/Hjx+3bimhQqGQJCknJ0eStG/fPvX19UVdD9OnT9fkyZPT+nr4+jx86eWXX1Zubq5mzJih6upqnTx50qK9ISXdYqRf99lnn6m/v1/5+flR2/Pz8/Wf//zHqCsbJSUl2rx5s6655hodO3ZMTzzxhG655RYdPHhQWVlZ1u2ZaG9vl6RBr48v940UCxYs0O23366ioiIdPnxYjz32mCoqKtTY2KhRo0ZZtxd3AwMDWr16tW666SbNmDFD0pnrITMzUxMmTIg6Np2vh8HmQZJ+/OMfa8qUKSosLNSBAwf06KOPqqmpSW+++aZht9GSPoDwfyoqKiJ/njlzpkpKSjRlyhS9/vrruueeeww7QzK44447In++7rrrNHPmTE2bNk11dXWaN2+eYWeJUVlZqYMHD46Iz0HPZah5uPfeeyN/vu6661RQUKB58+bp8OHDmjZt2nC3OaikfwsuNzdXo0aNOusplo6ODgWDQaOuksOECRN09dVXq7m52boVM19eA1wfZ5s6dapyc3PT8vpYtWqV3n77bb333ntRv74lGAzq9OnT6urqijo+Xa+HoeZhMCUlJZKUVNdD0gdQZmamZs2apdra2si2gYEB1dbWqrS01LAzeydOnNDhw4dVUFBg3YqZoqIiBYPBqOsjHA5rz549I/76OHLkiI4fP55W14dzTqtWrdLWrVu1a9cuFRUVRe2fNWuWxowZE3U9NDU1qbW1Na2uh/PNw2D2798vScl1PVg/BfFNvPrqq87v97vNmze7f//73+7ee+91EyZMcO3t7datDatf/OIXrq6uzrW0tLgPPvjAlZWVudzcXNfZ2WndWkJ1d3e7jz/+2H388cdOkvvNb37jPv74Y/ff//7XOefc008/7SZMmOC2b9/uDhw44BYtWuSKiorcF198Ydx5fJ1rHrq7u91DDz3kGhsbXUtLi9u5c6f77ne/66666ip36tQp69bj5r777nOBQMDV1dW5Y8eORcbJkycjx6xcudJNnjzZ7dq1y+3du9eVlpa60tJSw67j73zz0Nzc7J588km3d+9e19LS4rZv3+6mTp3q5syZY9x5tJQIIOec+93vfucmT57sMjMz3ezZs93u3butWxp2y5YtcwUFBS4zM9NdfvnlbtmyZa65udm6rYR77733nKSzxvLly51zZx7FXrNmjcvPz3d+v9/NmzfPNTU12TadAOeah5MnT7r58+e7yy67zI0ZM8ZNmTLFrVixIu3+kzbY31+S27RpU+SYL774wt1///3ukksucRdddJFbsmSJO3bsmF3TCXC+eWhtbXVz5sxxOTk5zu/3uyuvvNI9/PDDLhQK2Tb+Nfw6BgCAiaT/DAgAkJ4IIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCY+H8RSOYREALMdQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [0]\n",
      "Label:  0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  8\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  8\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [9]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [7]\n",
      "Label:  7\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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JAggAYIIAAgCYIIAAACYIIACACR5Gij7vRz/6keeakpKSBHTSvdWrV3uuqaioSEAnQHLhDAgAYIIAAgCY8BRAFRUVuummm5Senq7s7GzNmDFDDQ0NUdu0t7errKxMQ4cO1eDBgzVz5ky1trbGtWkAQPLzFEA1NTUqKyvTjh07tHXrVp0+fVpTp05VW1tbZJuFCxfqvffe0/r161VTU6ODBw/q3nvvjXvjAIDk5ukmhC1btkS9rqysVHZ2turq6jR58mSFQiG98cYbWrt2rX7wgx9IktasWaPvfve72rFjh26++eb4dQ4ASGoXdQ0oFApJkjIzMyVJdXV1On36tIqLiyPbjBkzRiNGjFBtbW2379HR0aFwOBw1AACpL+YA6urq0mOPPaZbbrlFY8eOlSS1tLRo4MCBGjJkSNS2OTk5amlp6fZ9KioqFAgEImP48OGxtgQASCIxB1BZWZn27t2rd95556IaWLJkiUKhUGQ0Nzdf1PsBAJJDTH+IumDBAm3evFnbtm3TsGHDIsuDwaBOnTqlo0ePRp0Ftba2KhgMdvtefr9ffr8/ljYAAEnM0xmQc04LFizQhg0b9MEHH6igoCBq/cSJEzVgwABVVVVFljU0NOjAgQMqKiqKT8cAgJTg6QyorKxMa9eu1aZNm5Senh65rhMIBDRo0CAFAgHNmTNH5eXlyszMVEZGhh599FEVFRVxBxwAIIqnAPrqmVe333571PI1a9booYcekiS99NJLSktL08yZM9XR0aFp06bpd7/7XVyaBQCkDp9zzlk38XXhcFiBQMC6DXwL/fr181yzePFizzVPPvmk55qmpibPNZK0bt06zzUvvfSS55oTJ054rgGSTSgUUkZGRo/reRYcAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMBETN+ICkjSgw8+6Llm7ty5nmt+//vfe655+umnPddI0vHjxz3XdHV1xbQv4FLHGRAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATPuecs27i68LhsAKBgHUbAICLFAqFlJGR0eN6zoAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmPAUQBUVFbrpppuUnp6u7OxszZgxQw0NDVHb3H777fL5fFFj/vz5cW0aAJD8PAVQTU2NysrKtGPHDm3dulWnT5/W1KlT1dbWFrXd3LlzdejQochYuXJlXJsGACS//l423rJlS9TryspKZWdnq66uTpMnT44sv/zyyxUMBuPTIQAgJV3UNaBQKCRJyszMjFr+1ltvKSsrS2PHjtWSJUt04sSJHt+jo6ND4XA4agAALgEuRp2dne7OO+90t9xyS9Ty119/3W3ZssXV19e7P/3pT+6qq65y99xzT4/vs3z5cieJwWAwGCk2QqHQeXMk5gCaP3++y8/Pd83NzefdrqqqyklyjY2N3a5vb293oVAoMpqbm80njcFgMBgXPy4UQJ6uAX1lwYIF2rx5s7Zt26Zhw4add9vCwkJJUmNjo0aNGnXOer/fL7/fH0sbAIAk5imAnHN69NFHtWHDBlVXV6ugoOCCNXv27JEk5ebmxtQgACA1eQqgsrIyrV27Vps2bVJ6erpaWlokSYFAQIMGDdL+/fu1du1a/fCHP9TQoUNVX1+vhQsXavLkyRo/fnxC/gMAAEnKy3Uf9fA535o1a5xzzh04cMBNnjzZZWZmOr/f76655hq3aNGiC34O+HWhUMj8c0sGg8FgXPy40O9+3/8HS58RDocVCASs2wAAXKRQKKSMjIwe1/MsOACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACAiT4XQM456xYAAHFwod/nfS6Ajh07Zt0CACAOLvT73Of62ClHV1eXDh48qPT0dPl8vqh14XBYw4cPV3NzszIyMow6tMc8nMU8nMU8nMU8nNUX5sE5p2PHjikvL09paT2f5/TvxZ6+lbS0NA0bNuy822RkZFzSB9hXmIezmIezmIezmIezrOchEAhccJs+9xEcAODSQAABAEwkVQD5/X4tX75cfr/fuhVTzMNZzMNZzMNZzMNZyTQPfe4mBADApSGpzoAAAKmDAAIAmCCAAAAmCCAAgImkCaBVq1bp6quv1mWXXabCwkJ9/PHH1i31uhUrVsjn80WNMWPGWLeVcNu2bdP06dOVl5cnn8+njRs3Rq13zmnZsmXKzc3VoEGDVFxcrH379tk0m0AXmoeHHnronOOjpKTEptkEqaio0E033aT09HRlZ2drxowZamhoiNqmvb1dZWVlGjp0qAYPHqyZM2eqtbXVqOPE+DbzcPvtt59zPMyfP9+o4+4lRQCtW7dO5eXlWr58uT755BNNmDBB06ZN0+HDh61b63XXX3+9Dh06FBnbt2+3binh2traNGHCBK1atarb9StXrtSrr76q1157TTt37tQVV1yhadOmqb29vZc7TawLzYMklZSURB0fb7/9di92mHg1NTUqKyvTjh07tHXrVp0+fVpTp05VW1tbZJuFCxfqvffe0/r161VTU6ODBw/q3nvvNew6/r7NPEjS3Llzo46HlStXGnXcA5cEJk2a5MrKyiKvOzs7XV5enquoqDDsqvctX77cTZgwwboNU5Lchg0bIq+7urpcMBh0zz//fGTZ0aNHnd/vd2+//bZBh73jm/PgnHOzZ892d999t0k/Vg4fPuwkuZqaGufc2f/3AwYMcOvXr49s8/nnnztJrra21qrNhPvmPDjn3Pe//333i1/8wq6pb6HPnwGdOnVKdXV1Ki4ujixLS0tTcXGxamtrDTuzsW/fPuXl5WnkyJF64IEHdODAAeuWTDU1NamlpSXq+AgEAiosLLwkj4/q6mplZ2dr9OjRevjhh3XkyBHrlhIqFApJkjIzMyVJdXV1On36dNTxMGbMGI0YMSKlj4dvzsNX3nrrLWVlZWns2LFasmSJTpw4YdFej/rcw0i/6csvv1RnZ6dycnKilufk5Ogf//iHUVc2CgsLVVlZqdGjR+vQoUN6+umnddttt2nv3r1KT0+3bs9ES0uLJHV7fHy17lJRUlKie++9VwUFBdq/f7+efPJJlZaWqra2Vv369bNuL+66urr02GOP6ZZbbtHYsWMlnT0eBg4cqCFDhkRtm8rHQ3fzIEk/+clPlJ+fr7y8PNXX1+uJJ55QQ0OD/vznPxt2G63PBxD+p7S0NPLz+PHjVVhYqPz8fL377ruaM2eOYWfoC+67777Iz+PGjdP48eM1atQoVVdXa8qUKYadJUZZWZn27t17SVwHPZ+e5mHevHmRn8eNG6fc3FxNmTJF+/fv16hRo3q7zW71+Y/gsrKy1K9fv3PuYmltbVUwGDTqqm8YMmSIrrvuOjU2Nlq3YuarY4Dj41wjR45UVlZWSh4fCxYs0ObNm/Xhhx9GfX1LMBjUqVOndPTo0ajtU/V46GkeulNYWChJfep46PMBNHDgQE2cOFFVVVWRZV1dXaqqqlJRUZFhZ/aOHz+u/fv3Kzc317oVMwUFBQoGg1HHRzgc1s6dOy/54+OLL77QkSNHUur4cM5pwYIF2rBhgz744AMVFBRErZ84caIGDBgQdTw0NDTowIEDKXU8XGgeurNnzx5J6lvHg/VdEN/GO++84/x+v6usrHR///vf3bx589yQIUNcS0uLdWu96pe//KWrrq52TU1N7q9//asrLi52WVlZ7vDhw9atJdSxY8fc7t273e7du50k9+KLL7rdu3e7f//7384555577jk3ZMgQt2nTJldfX+/uvvtuV1BQ4E6ePGnceXydbx6OHTvmHn/8cVdbW+uamprc+++/72688UZ37bXXuvb2duvW4+bhhx92gUDAVVdXu0OHDkXGiRMnItvMnz/fjRgxwn3wwQdu165drqioyBUVFRl2HX8XmofGxkb3zDPPuF27drmmpia3adMmN3LkSDd58mTjzqMlRQA559xvf/tbN2LECDdw4EA3adIkt2PHDuuWet2sWbNcbm6uGzhwoLvqqqvcrFmzXGNjo3VbCffhhx86SeeM2bNnO+fO3oq9dOlSl5OT4/x+v5syZYpraGiwbToBzjcPJ06ccFOnTnVXXnmlGzBggMvPz3dz585NuX+kdfffL8mtWbMmss3JkyfdI4884r7zne+4yy+/3N1zzz3u0KFDdk0nwIXm4cCBA27y5MkuMzPT+f1+d80117hFixa5UChk2/g38HUMAAATff4aEAAgNRFAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADDxfx/O0A72yw/LAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [3]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [7]\n",
      "Label:  2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [5]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [4]\n",
      "Label:  4\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [8]\n",
      "Label:  8\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [3]\n",
      "Label:  3\n"
     ]
    },
    {
     "data": {
      "image/png": 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26LXXXtPJkyc1e/Zstbe3R4954IEH9PLLL+ull15STU2NDh48qPnz5ye8cQBA/+bpIYRt27bFfL127Vrl5uaqrq5OM2bMUDgc1m9/+1tt2LBBN910kyRpzZo1+sIXvqAdO3boK1/5SuI6BwD0axf0HtCnT7BkZ2dLkurq6nTy5EkVFxdHj5kwYYJGjx6t2traHr9HZ2enIpFIzAAApL64A6i7u1v333+/rrvuOk2aNEmS1NLSooyMDA0dOjTm2Ly8PLW0tPT4fSoqKhQIBKJj1KhR8bYEAOhH4g6gsrIy7du3T88///wFNVBeXq5wOBwdzc3NF/T9AAD9Q1y/iLp8+XJt3bpV27dv18iRI6Pbg8GgTpw4oaNHj8bcBbW2tioYDPb4vfx+v/x+fzxtAAD6MU93QM45LV++XJs2bdIbb7yhgoKCmP1Tp07VwIEDVVVVFd1WX1+vpqYmFRUVJaZjAEBK8HQHVFZWpg0bNmjLli3KzMyMvq8TCAQ0ePBgBQIB3X333VqxYoWys7OVlZWl++67T0VFRTwBBwCI4SmAnnnmGUnSzJkzY7avWbNGS5YskST98pe/VFpamhYsWKDOzk6VlJTo6aefTkizAIDU4SmAnHPnPGbQoEGqrKxUZWVl3E0hdV1zzTWeaz744APPNbfddpvnmnjV1dV5rhkxYoTnmldeecVzTW/61re+5blm8ODBnmvGjh3ruSY9Pd1zjXTqaV8kD2vBAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMxPWJqEgtWVlZcdVt2bLFc008q2F/8sknnmvi/TvFo6Ojw3NNPKszHzt2zHNNbwoEAp5r0tK8/x/4s5+2fL5uuOEGzzWS9Prrr8dVh/PDHRAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATLEaKuBe5XLx4seeaP/7xj55rJkyY4LmmNw0aNKhXzjNs2LBeOU9fV1NT47mGRUX7Ju6AAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmPA555x1E58ViUQUCASs20CSDBjgff3bUCjkuWblypWeayTprrvuiqsO0u7duz3XPP74455rXnnlFc81XV1dnmtw4cLhsLKyss64nzsgAIAJAggAYIIAAgCYIIAAACYIIACACQIIAGCCAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJliMFACQFCxGCgDokwggAIAJTwFUUVGha6+9VpmZmcrNzdXcuXNVX18fc8zMmTPl8/lixrJlyxLaNACg//MUQDU1NSorK9OOHTv02muv6eTJk5o9e7ba29tjjlu6dKkOHToUHatXr05o0wCA/s/Tx1Nu27Yt5uu1a9cqNzdXdXV1mjFjRnT7JZdcomAwmJgOAQAp6YLeAwqHw5Kk7OzsmO3r169XTk6OJk2apPLych0/fvyM36Ozs1ORSCRmAAAuAi5OXV1d7utf/7q77rrrYrY/99xzbtu2bW7v3r3u97//vbvsssvcvHnzzvh9Vq1a5SQxGAwGI8VGOBw+a47EHUDLli1zY8aMcc3NzWc9rqqqyklyDQ0NPe7v6Ohw4XA4Opqbm80njcFgMBgXPs4VQJ7eA/rU8uXLtXXrVm3fvl0jR44867GFhYWSpIaGBo0bN+60/X6/X36/P542AAD9mKcAcs7pvvvu06ZNm1RdXa2CgoJz1uzZs0eSlJ+fH1eDAIDU5CmAysrKtGHDBm3ZskWZmZlqaWmRJAUCAQ0ePFgHDhzQhg0b9LWvfU3Dhw/X3r179cADD2jGjBmaPHlyUv4CAIB+ysv7PjrD63xr1qxxzjnX1NTkZsyY4bKzs53f73fjx493Dz300DlfB/yscDhs/rolg8FgMC58nOtnP4uRAgCSgsVIAQB9EgEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADARJ8LIOecdQsAgAQ418/zPhdAbW1t1i0AABLgXD/Pfa6P3XJ0d3fr4MGDyszMlM/ni9kXiUQ0atQoNTc3Kysry6hDe8zDKczDKczDKczDKX1hHpxzamtrUygUUlrame9zBvRiT+clLS1NI0eOPOsxWVlZF/UF9inm4RTm4RTm4RTm4RTreQgEAuc8ps+9BAcAuDgQQAAAE/0qgPx+v1atWiW/32/diinm4RTm4RTm4RTm4ZT+NA997iEEAMDFoV/dAQEAUgcBBAAwQQABAEwQQAAAE/0mgCorK3X55Zdr0KBBKiws1LvvvmvdUq979NFH5fP5YsaECROs20q67du365ZbblEoFJLP59PmzZtj9jvntHLlSuXn52vw4MEqLi7W/v37bZpNonPNw5IlS067PubMmWPTbJJUVFTo2muvVWZmpnJzczV37lzV19fHHNPR0aGysjINHz5cl156qRYsWKDW1lajjpPjfOZh5syZp10Py5YtM+q4Z/0igF544QWtWLFCq1at0nvvvacpU6aopKREhw8ftm6t102cOFGHDh2Kjrfeesu6paRrb2/XlClTVFlZ2eP+1atX66mnntKzzz6rnTt3asiQISopKVFHR0cvd5pc55oHSZozZ07M9bFx48Ze7DD5ampqVFZWph07dui1117TyZMnNXv2bLW3t0ePeeCBB/Tyyy/rpZdeUk1NjQ4ePKj58+cbdp145zMPkrR06dKY62H16tVGHZ+B6wemTZvmysrKol93dXW5UCjkKioqDLvqfatWrXJTpkyxbsOUJLdp06bo193d3S4YDLqf//zn0W1Hjx51fr/fbdy40aDD3vH5eXDOucWLF7tbb73VpB8rhw8fdpJcTU2Nc+7Uv/3AgQPdSy+9FD3m73//u5PkamtrrdpMus/Pg3PO3XDDDe573/ueXVPnoc/fAZ04cUJ1dXUqLi6ObktLS1NxcbFqa2sNO7Oxf/9+hUIhjR07VnfeeaeampqsWzLV2NiolpaWmOsjEAiosLDworw+qqurlZubq6uuukr33nuvjhw5Yt1SUoXDYUlSdna2JKmurk4nT56MuR4mTJig0aNHp/T18Pl5+NT69euVk5OjSZMmqby8XMePH7do74z63GKkn/fRRx+pq6tLeXl5Mdvz8vL0/vvvG3Vlo7CwUGvXrtVVV12lQ4cO6bHHHtP111+vffv2KTMz07o9Ey0tLZLU4/Xx6b6LxZw5czR//nwVFBTowIED+uEPf6jS0lLV1tYqPT3dur2E6+7u1v3336/rrrtOkyZNknTqesjIyNDQoUNjjk3l66GneZCkO+64Q2PGjFEoFNLevXv1gx/8QPX19frDH/5g2G2sPh9A+L/S0tLonydPnqzCwkKNGTNGL774ou6++27DztAXLFy4MPrnq6++WpMnT9a4ceNUXV2tWbNmGXaWHGVlZdq3b99F8T7o2ZxpHu65557on6+++mrl5+dr1qxZOnDggMaNG9fbbfaoz78El5OTo/T09NOeYmltbVUwGDTqqm8YOnSorrzySjU0NFi3YubTa4Dr43Rjx45VTk5OSl4fy5cv19atW/Xmm2/GfHxLMBjUiRMndPTo0ZjjU/V6ONM89KSwsFCS+tT10OcDKCMjQ1OnTlVVVVV0W3d3t6qqqlRUVGTYmb1jx47pwIEDys/Pt27FTEFBgYLBYMz1EYlEtHPnzov++vjwww915MiRlLo+nHNavny5Nm3apDfeeEMFBQUx+6dOnaqBAwfGXA/19fVqampKqevhXPPQkz179khS37oerJ+COB/PP/+88/v9bu3ate5vf/ubu+eee9zQoUNdS0uLdWu96vvf/76rrq52jY2N7u2333bFxcUuJyfHHT582Lq1pGpra3O7d+92u3fvdpLcL37xC7d79273wQcfOOece+KJJ9zQoUPdli1b3N69e92tt97qCgoK3Mcff2zceWKdbR7a2trcgw8+6Gpra11jY6N7/fXX3Ze//GV3xRVXuI6ODuvWE+bee+91gUDAVVdXu0OHDkXH8ePHo8csW7bMjR492r3xxhtu165drqioyBUVFRl2nXjnmoeGhgb3+OOPu127drnGxka3ZcsWN3bsWDdjxgzjzmP1iwByzrlf/epXbvTo0S4jI8NNmzbN7dixw7qlXnf77be7/Px8l5GR4S677DJ3++23u4aGBuu2ku7NN990kk4bixcvds6dehT7kUcecXl5ec7v97tZs2a5+vp626aT4GzzcPz4cTd79mw3YsQIN3DgQDdmzBi3dOnSlPtPWk9/f0luzZo10WM+/vhj953vfMcNGzbMXXLJJW7evHnu0KFDdk0nwbnmoampyc2YMcNlZ2c7v9/vxo8f7x566CEXDodtG/8cPo4BAGCiz78HBABITQQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEz8D2ZXzfzNdSmsAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [5]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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a29s1fPhwjRw5MurYrKwstbe39/p9ampqFAgEIis3N7e/IwEAEki/A1RZWamPP/5Yb7755nUNUF1drVAoFFltbW3X9f0AAImhX7+IumzZMr3//vvauXOnRo8eHbk9GAzqwoULOn36dNSroI6ODgWDwV6/l9/vl9/v788YAIAE5ukVkHNOy5YtU21trXbs2KH8/Pyo+wsKCjRs2DDV1dVFbmtubtaRI0dUVFQUm4kBAEnB0yugyspKbdq0SVu2bFFKSkrkfZ1AIKARI0YoEAjoqaeeUlVVldLS0pSamqqnn35aRUVFfAIOABDFU4DWrl0rSZo1a1bU7evXr9fChQslSb/+9a81ZMgQzZs3T11dXSotLdVvf/vbmAwLAEgePtffqxXGSTgcViAQsB4DCS4jI6Nf+7Zu3ep5z3333ed5T09Pj+c9586d87znySef9LxHkmpra/u1D7hcKBRSampqn/dzLTgAgAkCBAAwQYAAACYIEADABAECAJggQAAAEwQIAGCCAAEATBAgAIAJAgQAMEGAAAAmCBAAwAQBAgCY4GrYwGXS09M971m3bp3nPRUVFZ73PProo573cFVrWOJq2ACAAYkAAQBMECAAgAkCBAAwQYAAACYIEADABAECAJggQAAAEwQIAGCCAAEATBAgAIAJAgQAMMHFSAEAccHFSAEAAxIBAgCYIEAAABMECABgggABAEwQIACACQIEADBBgAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAwQYAAACYIEADABAECAJggQAAAEwQIAGCCAAEATBAgAIAJAgQAMEGAAAAmCBAAwAQBAgCYIEAAABMECABgwlOAampqNG3aNKWkpCgzM1MVFRVqbm6OOmbWrFny+XxRa8mSJTEdGgCQ+DwFqKGhQZWVldq9e7e2b9+uixcvas6cOers7Iw6btGiRTp+/HhkrV69OqZDAwAS301eDt62bVvU1xs2bFBmZqaamppUXFwcuf2WW25RMBiMzYQAgKR0Xe8BhUIhSVJaWlrU7a+//rrS09M1adIkVVdX69y5c31+j66uLoXD4agFABgEXD91d3e7r3/9627GjBlRt7/22mtu27Zt7uDBg+7Pf/6zu/32293cuXP7/D6rVq1yklgsFouVZCsUCl21I/0O0JIlS9yYMWNcW1vbVY+rq6tzklxLS0uv958/f96FQqHIamtrMz9pLBaLxbr+da0AeXoP6DPLli3T+++/r507d2r06NFXPbawsFCS1NLSovHjx19xv9/vl9/v788YAIAE5ilAzjk9/fTTqq2tVX19vfLz86+558CBA5Kk7Ozsfg0IAEhOngJUWVmpTZs2acuWLUpJSVF7e7skKRAIaMSIETp8+LA2bdqkr33taxo1apQOHjyoFStWqLi4WFOmTInLfwAAIEF5ed9Hffycb/369c45544cOeKKi4tdWlqa8/v97o477nDPPffcNX8OeLlQKGT+c0sWi8ViXf+61t/9vv8Py4ARDocVCASsxwAAXKdQKKTU1NQ+7+dacAAAEwQIAGCCAAEATBAgAIAJAgQAMEGAAAAmCBAAwAQBAgCYIEAAABMECABgggABAEwQIACACQIEADBBgAAAJggQAMAEAQIAmCBAAAATBAgAYIIAAQBMECAAgAkCBAAwQYAAACYIEADABAECAJggQAAAEwMuQM456xEAADFwrb/PB1yAzpw5Yz0CACAGrvX3uc8NsJccPT09OnbsmFJSUuTz+aLuC4fDys3NVVtbm1JTU40mtMd5uITzcAnn4RLOwyUD4Tw453TmzBnl5ORoyJC+X+fcdANn+kKGDBmi0aNHX/WY1NTUQf0E+wzn4RLOwyWch0s4D5dYn4dAIHDNYwbcj+AAAIMDAQIAmEioAPn9fq1atUp+v996FFOch0s4D5dwHi7hPFySSOdhwH0IAQAwOCTUKyAAQPIgQAAAEwQIAGCCAAEATCRMgNasWaOxY8fq5ptvVmFhoT766CPrkW64F198UT6fL2pNnDjReqy427lzpx566CHl5OTI5/Np8+bNUfc757Ry5UplZ2drxIgRKikp0aFDh2yGjaNrnYeFCxde8fwoKyuzGTZOampqNG3aNKWkpCgzM1MVFRVqbm6OOub8+fOqrKzUqFGjdNttt2nevHnq6Ogwmjg+vsh5mDVr1hXPhyVLlhhN3LuECNBbb72lqqoqrVq1Svv27dPUqVNVWlqqEydOWI92w91zzz06fvx4ZO3atct6pLjr7OzU1KlTtWbNml7vX716tV599VWtW7dOe/bs0a233qrS0lKdP3/+Bk8aX9c6D5JUVlYW9fx44403buCE8dfQ0KDKykrt3r1b27dv18WLFzVnzhx1dnZGjlmxYoXee+89vfPOO2poaNCxY8f0yCOPGE4de1/kPEjSokWLop4Pq1evNpq4Dy4BTJ8+3VVWVka+7u7udjk5Oa6mpsZwqhtv1apVburUqdZjmJLkamtrI1/39PS4YDDofvnLX0ZuO336tPP7/e6NN94wmPDG+Px5cM65BQsWuIcffthkHisnTpxwklxDQ4Nz7tL/9sOGDXPvvPNO5Jh//etfTpJrbGy0GjPuPn8enHPugQcecM8884zdUF/AgH8FdOHCBTU1NamkpCRy25AhQ1RSUqLGxkbDyWwcOnRIOTk5GjdunJ544gkdOXLEeiRTra2tam9vj3p+BAIBFRYWDsrnR319vTIzMzVhwgQtXbpUp06dsh4prkKhkCQpLS1NktTU1KSLFy9GPR8mTpyovLy8pH4+fP48fOb1119Xenq6Jk2apOrqap07d85ivD4NuIuRft7JkyfV3d2trKysqNuzsrL0ySefGE1lo7CwUBs2bNCECRN0/PhxvfTSS7r//vv18ccfKyUlxXo8E+3t7ZLU6/Pjs/sGi7KyMj3yyCPKz8/X4cOH9f3vf1/l5eVqbGzU0KFDrceLuZ6eHi1fvlwzZszQpEmTJF16PgwfPlwjR46MOjaZnw+9nQdJ+sY3vqExY8YoJydHBw8e1Pe+9z01Nzfr3XffNZw22oAPEP6nvLw88ucpU6aosLBQY8aM0dtvv62nnnrKcDIMBPPnz4/8efLkyZoyZYrGjx+v+vp6zZ4923Cy+KisrNTHH388KN4HvZq+zsPixYsjf548ebKys7M1e/ZsHT58WOPHj7/RY/ZqwP8ILj09XUOHDr3iUywdHR0KBoNGUw0MI0eO1F133aWWlhbrUcx89hzg+XGlcePGKT09PSmfH8uWLdP777+vDz/8MOqfbwkGg7pw4YJOnz4ddXyyPh/6Og+9KSwslKQB9XwY8AEaPny4CgoKVFdXF7mtp6dHdXV1KioqMpzM3tmzZ3X48GFlZ2dbj2ImPz9fwWAw6vkRDoe1Z8+eQf/8OHr0qE6dOpVUzw/nnJYtW6ba2lrt2LFD+fn5UfcXFBRo2LBhUc+H5uZmHTlyJKmeD9c6D705cOCAJA2s54P1pyC+iDfffNP5/X63YcMG989//tMtXrzYjRw50rW3t1uPdkN997vfdfX19a61tdX9/e9/dyUlJS49Pd2dOHHCerS4OnPmjNu/f7/bv3+/k+R+9atfuf3797v//Oc/zjnnfv7zn7uRI0e6LVu2uIMHD7qHH37Y5efnu08//dR48ti62nk4c+aMe/bZZ11jY6NrbW11H3zwgbv33nvdnXfe6c6fP289eswsXbrUBQIBV19f744fPx5Z586dixyzZMkSl5eX53bs2OH27t3rioqKXFFRkeHUsXet89DS0uJ+9KMfub1797rW1la3ZcsWN27cOFdcXGw8ebSECJBzzv3mN79xeXl5bvjw4W769Olu9+7d1iPdcI899pjLzs52w4cPd7fffrt77LHHXEtLi/VYcffhhx86SVesBQsWOOcufRT7hRdecFlZWc7v97vZs2e75uZm26Hj4Grn4dy5c27OnDkuIyPDDRs2zI0ZM8YtWrQo6f5PWm///ZLc+vXrI8d8+umn7jvf+Y770pe+5G655RY3d+5cd/z4cbuh4+Ba5+HIkSOuuLjYpaWlOb/f7+644w733HPPuVAoZDv45/DPMQAATAz494AAAMmJAAEATBAgAIAJAgQAMEGAAAAmCBAAwAQBAgCYIEAAABMECABgggABAEwQIACACQIEADDxf2rhZlKU+EVTAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [9]\n",
      "Label:  9\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [0]\n",
      "Label:  0\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [2]\n",
      "Label:  2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [5]\n",
      "Label:  5\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [6]\n",
      "Label:  6\n"
     ]
    },
    {
     "data": {
      "image/png": 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TLEY6gEWzUGM0tm/f3i/nwaf+9re/ea7Ztm2b55q1a9d6rpGk0aNHe665+OKLPdf87ne/81zz1FNPea6JdsFdxBd3QAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwkOeecdROfFQqF5Pf7rdsYELKysjzXHDx40HNNY2Oj5xpJ+sY3vuG55sCBA1Gdy6srrrgiqrq0tDTPNYWFhZ5rbrvtNs81ubm5nmui9cwzz3iu2bRpk+ea2tpazzUYPILBoFJTU8+4nzsgAIAJAggAYMJTAJWXl+uqq65SSkqKMjIytGDBgtPevunq6lJpaanGjh2riy66SIsWLVJ7e3tMmwYADH6eAqimpkalpaWqr6/Xjh07dPLkSc2dO1ednZ3hY+677z69/PLLeumll1RTU6ODBw9q4cKFMW8cADC4efqNqJWVlRGvKyoqlJGRoYaGBhUWFioYDOrZZ5/Vxo0b9fWvf12StGHDBn3pS19SfX29rr766th1DgAY1M7rM6BgMCjp0yeHGhoadPLkSRUVFYWPmTZtmiZOnKi6uro+v0Z3d7dCoVDEAAAkvqgDqLe3V/fee6+uueYaTZ8+XZLU1tam5ORkjRkzJuLYzMxMtbW19fl1ysvL5ff7w2PChAnRtgQAGESiDqDS0lK9//772rx583k1UFZWpmAwGB6tra3n9fUAAIODp8+APrFixQq98sorqq2t1fjx48Pbs7KydOLECR09ejTiLqi9vf2MP1Tp8/nk8/miaQMAMIh5ugNyzmnFihXasmWLdu7cqZycnIj9M2fO1MiRI1VVVRXe1tjYqJaWFhUUFMSmYwBAQvB0B1RaWqqNGzdq27ZtSklJCX+u4/f7NXr0aPn9ft15551auXKl0tLSlJqaqrvvvlsFBQU8AQcAiOApgNavXy9Jmj17dsT2DRs2aMmSJZKkX/7ylxo2bJgWLVqk7u5uFRcX66mnnopJswCAxMFipANYcnKy55rXX3/dc000i2lK0rFjxzzXfPaHluMp2mto1KhRMe6kbx988IHnmqefftpzzYsvvui5RpJaWlo81/T29kZ1LiQuFiMFAAxIBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATrIadYFJSUjzXPP7441Gd69prr/VcM23aNM81n/zeKS/efvttzzWSVF9f77nmrbfe8lyze/duzzUnTpzwXANYYjVsAMCARAABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwASLkQIA4oLFSAEAAxIBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAE54CqLy8XFdddZVSUlKUkZGhBQsWqLGxMeKY2bNnKykpKWIsX748pk0DAAY/TwFUU1Oj0tJS1dfXa8eOHTp58qTmzp2rzs7OiOOWLl2qQ4cOhcfatWtj2jQAYPAb4eXgysrKiNcVFRXKyMhQQ0ODCgsLw9svuOACZWVlxaZDAEBCOq/PgILBoCQpLS0tYvvzzz+v9PR0TZ8+XWVlZTp+/PgZv0Z3d7dCoVDEAAAMAS5KPT097lvf+pa75pprIrY/88wzrrKy0u3du9f96U9/cpdccom78cYbz/h11qxZ4yQxGAwGI8FGMBg8a45EHUDLly93kyZNcq2trWc9rqqqyklyTU1Nfe7v6upywWAwPFpbW80njcFgMBjnP84VQJ4+A/rEihUr9Morr6i2tlbjx48/67H5+fmSpKamJk2ZMuW0/T6fTz6fL5o2AACDmKcAcs7p7rvv1pYtW1RdXa2cnJxz1uzZs0eSlJ2dHVWDAIDE5CmASktLtXHjRm3btk0pKSlqa2uTJPn9fo0ePVr79+/Xxo0b9c1vflNjx47V3r17dd9996mwsFC5ublx+QsAAAYpL5/76Azv823YsME551xLS4srLCx0aWlpzufzucsuu8w9+OCD53wf8LOCwaD5+5YMBoPBOP9xru/9Sf8/WAaMUCgkv99v3QYA4DwFg0GlpqaecT9rwQEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATBBAAAATBBAAwAQBBAAwQQABAEwQQAAAEwQQAMAEAQQAMEEAAQBMEEAAABMEEADABAEEADBBAAEATAy4AHLOWbcAAIiBc30/H3AB1NHRYd0CACAGzvX9PMkNsFuO3t5eHTx4UCkpKUpKSorYFwqFNGHCBLW2tio1NdWoQ3vMwynMwynMwynMwykDYR6cc+ro6FAgENCwYWe+zxnRjz19IcOGDdP48ePPekxqauqQvsA+wTycwjycwjycwjycYj0Pfr//nMcMuLfgAABDAwEEADAxqALI5/NpzZo18vl81q2YYh5OYR5OYR5OYR5OGUzzMOAeQgAADA2D6g4IAJA4CCAAgAkCCABgggACAJgYNAG0bt06XXrppRo1apTy8/P1zjvvWLfU7x5++GElJSVFjGnTplm3FXe1tbWaP3++AoGAkpKStHXr1oj9zjmtXr1a2dnZGj16tIqKirRv3z6bZuPoXPOwZMmS066PefPm2TQbJ+Xl5brqqquUkpKijIwMLViwQI2NjRHHdHV1qbS0VGPHjtVFF12kRYsWqb293ajj+Pgi8zB79uzTrofly5cbddy3QRFAL7zwglauXKk1a9bo3XffVV5enoqLi3X48GHr1vrdlVdeqUOHDoXHX//6V+uW4q6zs1N5eXlat25dn/vXrl2rJ598Uk8//bR27dqlCy+8UMXFxerq6urnTuPrXPMgSfPmzYu4PjZt2tSPHcZfTU2NSktLVV9frx07dujkyZOaO3euOjs7w8fcd999evnll/XSSy+ppqZGBw8e1MKFCw27jr0vMg+StHTp0ojrYe3atUYdn4EbBGbNmuVKS0vDr3t6elwgEHDl5eWGXfW/NWvWuLy8POs2TElyW7ZsCb/u7e11WVlZ7rHHHgtvO3r0qPP5fG7Tpk0GHfaPz8+Dc84tXrzY3XDDDSb9WDl8+LCT5Gpqapxzp/7tR44c6V566aXwMf/617+cJFdXV2fVZtx9fh6cc+5rX/ua+/73v2/X1Bcw4O+ATpw4oYaGBhUVFYW3DRs2TEVFRaqrqzPszMa+ffsUCAQ0efJk3X777WppabFuyVRzc7Pa2toirg+/36/8/PwheX1UV1crIyNDU6dO1V133aUjR45YtxRXwWBQkpSWliZJamho0MmTJyOuh2nTpmnixIkJfT18fh4+8fzzzys9PV3Tp09XWVmZjh8/btHeGQ24xUg/76OPPlJPT48yMzMjtmdmZurf//63UVc28vPzVVFRoalTp+rQoUN65JFHdN111+n9999XSkqKdXsm2traJKnP6+OTfUPFvHnztHDhQuXk5Gj//v364Q9/qJKSEtXV1Wn48OHW7cVcb2+v7r33Xl1zzTWaPn26pFPXQ3JyssaMGRNxbCJfD33NgyTddtttmjRpkgKBgPbu3asf/OAHamxs1J///GfDbiMN+ADCp0pKSsJ/zs3NVX5+viZNmqQXX3xRd955p2FnGAhuueWW8J9nzJih3NxcTZkyRdXV1ZozZ45hZ/FRWlqq999/f0h8Dno2Z5qHZcuWhf88Y8YMZWdna86cOdq/f7+mTJnS3232acC/BZeenq7hw4ef9hRLe3u7srKyjLoaGMaMGaMrrrhCTU1N1q2Y+eQa4Po43eTJk5Wenp6Q18eKFSv0yiuv6M0334z49S1ZWVk6ceKEjh49GnF8ol4PZ5qHvuTn50vSgLoeBnwAJScna+bMmaqqqgpv6+3tVVVVlQoKCgw7s3fs2DHt379f2dnZ1q2YycnJUVZWVsT1EQqFtGvXriF/fRw4cEBHjhxJqOvDOacVK1Zoy5Yt2rlzp3JyciL2z5w5UyNHjoy4HhobG9XS0pJQ18O55qEve/bskaSBdT1YPwXxRWzevNn5fD5XUVHh/vnPf7ply5a5MWPGuLa2NuvW+tX999/vqqurXXNzs3vrrbdcUVGRS09Pd4cPH7ZuLa46Ojrce++959577z0nyT3++OPuvffecx9++KFzzrlf/OIXbsyYMW7btm1u79697oYbbnA5OTnu448/Nu48ts42Dx0dHe6BBx5wdXV1rrm52b3xxhvuK1/5irv88stdV1eXdesxc9dddzm/3++qq6vdoUOHwuP48ePhY5YvX+4mTpzodu7c6Xbv3u0KCgpcQUGBYdexd655aGpqcj/5yU/c7t27XXNzs9u2bZubPHmyKywsNO480qAIIOec+/Wvf+0mTpzokpOT3axZs1x9fb11S/3u5ptvdtnZ2S45Odldcskl7uabb3ZNTU3WbcXdm2++6SSdNhYvXuycO/Uo9qpVq1xmZqbz+Xxuzpw5rrGx0bbpODjbPBw/ftzNnTvXjRs3zo0cOdJNmjTJLV26NOH+k9bX31+S27BhQ/iYjz/+2H3ve99zF198sbvgggvcjTfe6A4dOmTXdBycax5aWlpcYWGhS0tLcz6fz1122WXuwQcfdMFg0Lbxz+HXMQAATAz4z4AAAImJAAIAmCCAAAAmCCAAgAkCCABgggACAJgggAAAJgggAIAJAggAYIIAAgCYIIAAACYIIACAif8HKKL+bp6hQakAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [1]\n",
      "Label:  1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Prediction:  [2]\n",
      "Label:  2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(100):\n",
    "    test_prediction(i, W1, b1, W2, b2)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "ebfc0a8d552866b0d59eba665220a57de3bc06f3ac643b8bef38dd8f66781fdd"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}