Chapter2_ActivationFunctions.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "cc9bddbf",
   "metadata": {},
   "source": [
    "## Activation functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2e20f024",
   "metadata": {},
   "outputs": [],
   "source": [
    "import tensorflow as tf\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4dae218d",
   "metadata": {},
   "source": [
    "### 1. Testing on linear data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "526fafba",
   "metadata": {},
   "outputs": [],
   "source": [
    "def linear_data(X):\n",
    "    return 2*X + 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1777ab1a",
   "metadata": {},
   "outputs": [],
   "source": [
    "X = np.arange(0, 51)\n",
    "y = linear_data(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "ad9b96ec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16,\n",
       "       17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33,\n",
       "       34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50])"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4e508976",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  1,   3,   5,   7,   9,  11,  13,  15,  17,  19,  21,  23,  25,\n",
       "        27,  29,  31,  33,  35,  37,  39,  41,  43,  45,  47,  49,  51,\n",
       "        53,  55,  57,  59,  61,  63,  65,  67,  69,  71,  73,  75,  77,\n",
       "        79,  81,  83,  85,  87,  89,  91,  93,  95,  97,  99, 101])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "b9b063c0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAXcAAAD4CAYAAAAXUaZHAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAARuklEQVR4nO3dbYwd5XnG8euqbYQhaZeXrWXWtHYV5AgpLZuuEJGjyjFQE4LiVUqjpGnrVEj+0LQlTeJg8oW2UhRHrkKoVBG5kMaRKC8FskYJqmsZo7RV62bN0vJiLLs0BG8MPlExSRsLbHL3w5k1y3JmX87M7DnzzP8nWbtn9uyeZ5TDndHfj2cdEQIApOXner0AAED5GO4AkCCGOwAkiOEOAAliuANAgpb2egGSdPHFF8fq1at7vQwAqJWDBw/+KCIGO32tL4b76tWrNT4+3utlAECt2H4h72tkGQBIEMMdABLEcAeABDHcASBBDHcASFBf7JYBgKYZm5jUjj2H9cOTp3TJwHJt3bhWo8NDpf18hjsALLKxiUnd+vBTOnX6DUnS5MlTuvXhpySptAE/Z5ax/XXbJ2w/Pe3Yhbb32j6SfbwgO27bf2X7qO3/tP3eUlYJAAnZsefw2cE+5dTpN7Rjz+HSXmM+zf0bkq6bcWybpH0RcZmkfdljSfqgpMuyP1sk3VnOMgEgHT88eWpBx7sxZ5aJiO/aXj3j8CZJ67PPd0l6XNIt2fFvRvs3gPyb7QHbKyPieGkrBoAa6dTWLxlYrskOg/ySgeWlvW63u2VWTBvYL0lakX0+JOnFac87lh17G9tbbI/bHm+1Wl0uAwD611Rbnzx5SqE32/oH3j2o5cuWvOW5y5ct0daNa0t77cJbIbOr9AX/rr6I2BkRIxExMjjY8b43AFBreW19/3Mtfekj79HQwHJZ0tDAcn3pI+/pi90yL0/lFtsrJZ3Ijk9KunTa81ZlxwCgcWZr66PDQ6UO85m6vXJ/RNLm7PPNknZPO/772a6ZqyS9Sm8HkLqxiUmt2/6Y1mz7jtZtf0xjE+1r2ryGXmZbzzOfrZD3SvpXSWttH7N9k6Ttkq61fUTSNdljSXpU0vOSjkr6G0l/WMmqAaBP5HX1sYlJbd24tvK2nmc+u2U+nvOlqzs8NyR9quiiAKAuZtuz/i/bNpx9TlX/EjUP/0IVAAqYa8961W09D8MdAOapV3vWu8FdIQFgHnq5Z70bDHcAmIde7lnvBlkGAOahl3vWu8FwB4AZ6tTW85BlAGCaurX1PAx3AJimbm09D1kGAKapW1vPw3AH0FgptPU8ZBkAjZRKW8/DcAfQSKm09TxkGQCNlEpbz8NwB5C8lNt6HrIMgKSl3tbzMNwBJC31tp6HLAMgaam39TwMdwDJaGJbz0OWAZCEprb1PAx3AEloalvPQ5YBkISmtvU8DHcAtUNbnxtZBkCt0Nbnh+EOoFZo6/NDlgFQK7T1+WG4A+hbtPXukWUA9CXaejEMdwB9ibZeDFkGQF+irRfDcAfQc7T18pFlAPQUbb0ahYa77T+1/Yztp23fa/tc22tsH7B91Pb9ts8pa7EA0kNbr0bXWcb2kKQ/kXR5RJyy/YCkj0m6XtLtEXGf7a9JuknSnaWsFkByaOvVKNrcl0pabvu0pPMkHZe0QdLvZF/fJenPxHAHINr6Yuo6y0TEpKS/lPQDtYf6q5IOSjoZEWeypx2T1PH/dm1vsT1ue7zVanW7DAA1QVtfXF0Pd9sXSNokaY2kSySdL+m6+X5/ROyMiJGIGBkcHOx2GQBqgra+uIpkmWsk/XdEtCTJ9sOS1kkasL00u3pfJWmy+DIB1B1tfXEVGe4/kHSV7fMknZJ0taRxSfsl3SjpPkmbJe0uukgA9UJb770izf2ApAclPSHpqexn7ZR0i6TP2D4q6SJJd5ewTgA1QVvvD4V2y0TEbZJum3H4eUlXFvm5AOprrrY+84qeHFMNbj8AoFS09f7AcAfQNdp6/+LeMgC6Qlvvbwx3AF1h33p/I8sA6Aptvb8x3AHMqlNXHx0eoq33ObIMgFx5XX1sYlJbN66lrfcxhjuAXHldfceewxodHqKt9zGyDIBcs3V1SbT1PsZwByCJPeupIcsAYM96ghjuANizniCyDNAwnfILe9bTw3AHGmQqv0xdpU/ll4HzlumVn55+2/Np6/VFlgEaJC+/RIi2nhiGO9Agefnl1VOnaeuJIcsAiVro1kbaelq4cgcSxNZGMNyBBLG1EWQZIEFsbQTDHag5bhuATsgyQI3R1pGH4Q7UGG0decgyQI3R1pGH4Q7UBG0dC0GWAWqAto6FYrgDNUBbx0KRZYAaoK1joRjuQJ+hraMMZBmgj9DWUZZCw932gO0HbT9n+5Dt99m+0PZe20eyjxeUtVggdbR1lKVolrlD0j9ExI22z5F0nqQvSNoXEdttb5O0TdItBV8HaATaOsrS9XC3/QuSfkPSJyUpIl6X9LrtTZLWZ0/bJelxMdyBt6Gto0pFsswaSS1Jf2t7wvZdts+XtCIijmfPeUnSik7fbHuL7XHb461Wq8AygPqhraNqRYb7UknvlXRnRAxL+j+1E8xZERGSotM3R8TOiBiJiJHBwcECywDqh7aOqhVp7sckHYuIA9njB9Ue7i/bXhkRx22vlHSi6CKB1NDWUbWuh3tEvGT7RdtrI+KwpKslPZv92Sxpe/ZxdykrBWqKto5eKLpb5o8l3ZPtlHle0h+onXoesH2TpBckfbTgawC1NdXWpxLMVFv/rV8f0kMHJ9+SZmjrKFOh4R4RT0oa6fClq4v8XCAVc7X1mVf05BiUhdsPABWiraNXGO5ASWjr6CfcWwYoAfvW0W8Y7kAJ2LeOfkOWAUpAW0e/YbgDC0RbRx2QZYAFoK2jLhjuwALQ1lEXZBlgAWjrqAuGO9BBp64+OjxEW0dtkGWAGfK6+tjEpLZuXEtbRy0w3IEZ8rr6jj2HNTo8RFtHLZBlgBlm6+qSaOuoBYY7Go0960gVWQaNxZ51pIzhjsZizzpSRpZBY7FnHSljuKMRaOtoGrIMkkdbRxMx3JE82jqaiCyD5NHW0UQMdySFtg60kWWQDNo68CaGO5JBWwfeRJZBMmjrwJsY7qgl2jowO7IMaoe2DsyN4Y7aoa0DcyPLoHZo68DcGO7oa7R1oDtkGfQt2jrQvcLD3fYS2xO2v509XmP7gO2jtu+3fU7xZaKJaOtA98rIMjdLOiTp57PHX5Z0e0TcZ/trkm6SdGcJr4OGoa0D3St05W57laQPSbore2xJGyQ9mD1ll6TRIq+BZhibmNS67Y9pzbbvaN32xzQ2MZnb0GnrwNyKZpmvSvq8pJ9ljy+SdDIizmSPj0nqeHlle4vtcdvjrVar4DJQZ7R1oHxdD3fbN0g6EREHu/n+iNgZESMRMTI4ONjtMpAA2jpQviLNfZ2kD9u+XtK5ajf3OyQN2F6aXb2vkjRZfJlIGW0dKF/Xwz0ibpV0qyTZXi/pcxHxCdt/L+lGSfdJ2ixpd/FlIhXsWwcWRxX73G+R9BnbR9Vu8HdX8BqoIdo6sHhKGe4R8XhE3JB9/nxEXBkR74qI346I18p4DdQfbR1YPNx+AIuGtg4sHoY7KkFbB3qLe8ugdLR1oPcY7igdbR3oPbIMSkdbB3qP4Y5CaOtAfyLLoGu0daB/MdzRNdo60L/IMugabR3oXwx3zAttHagXsgzmRFsH6ofhjjnR1oH6IctgTrR1oH4Y7ngL2jqQBrIMzqKtA+lguOMs2jqQDrIMzqKtA+lguDdQp64+OjxEWwcSQpZpmLyuPjYxqa0b19LWgUQw3Bsmr6vv2HNYo8NDtHUgEWSZhHXKL7N1dUm0dSARDPdETeWXqav0qfwycN4yvfLT0297Pl0dSAtZJlF5+SVCdHWgARjuicrLL6+eOk1XBxqALJOAhd4ygK4OpI8r95rjlgEAOmG41xy3DADQCVmm5rhlAIBOGO41wu14AcwXWaYmaOsAFqLr4W77Utv7bT9r+xnbN2fHL7S91/aR7OMF5S23uWjrABaiSJY5I+mzEfGE7XdKOmh7r6RPStoXEdttb5O0TdItxZfabLR1AAvR9XCPiOOSjmef/8T2IUlDkjZJWp89bZekx8VwXxDaOoCiSmnutldLGpZ0QNKKbPBL0kuSVuR8zxbb47bHW61WGctIAm0dQBkKD3fb75D0kKRPR8SPp38tIkJSdPq+iNgZESMRMTI4OFh0GcmgrQMoQ6GtkLaXqT3Y74mIh7PDL9teGRHHba+UdKLoIpuEtg6gDF0Pd9uWdLekQxHxlWlfekTSZknbs4+7C60wYbR1AFUpkmXWSfo9SRtsP5n9uV7toX6t7SOSrskeYwbaOoAqFdkt88+SnPPlq7v9uU0xV1vv9AusAWC+uP1Aj9DWAVSJ4b4IaOsAFhv3lqkYbR1ALzDcK8a+dQC9QJapGG0dQC8w3EtEWwfQL8gyJaGtA+gnDPeS0NYB9BOyTElo6wD6CcO9C7R1AP2OLLNAtHUAdcBwXyDaOoA6IMssEG0dQB0w3GdBWwdQV2SZHLR1AHXGcM9BWwdQZ2SZHLR1AHXGcBdtHUB6Gp9laOsAUtT44U5bB5CixmcZ2jqAFDVmuHfq6qPDQ7R1AElqRJbJ6+pjE5PaunEtbR1Achox3PO6+o49hzU6PERbB5CcRmSZ2bq6JNo6gOQkN9zZsw4AiWUZ9qwDQFtSw5096wDQllSWYc86ALTVdrjT1gEgXy2zDG0dAGZXyXC3fZ3tw7aP2t5W9s+nrQPA7ErPMraXSPprSddKOibpe7YfiYhny3oN2joAzK6KK/crJR2NiOcj4nVJ90naVOYL5DV02joAtFUx3IckvTjt8bHs2FvY3mJ73PZ4q9Va0AtwPxgAmF3P/kI1InZGxEhEjAwODi7oe7kfDADMroqtkJOSLp32eFV2rFS0dQDIV8WV+/ckXWZ7je1zJH1M0iMVvA4AIEfpV+4Rccb2H0naI2mJpK9HxDNlvw4AIF8l/0I1Ih6V9GgVPxsAMLda/gtVAMDsGO4AkCBHRK/XINstSS90+e0XS/pRicupA865GTjnZihyzr8cER33kvfFcC/C9nhEjPR6HYuJc24GzrkZqjpnsgwAJIjhDgAJSmG47+z1AnqAc24GzrkZKjnn2jd3AMDbpXDlDgCYgeEOAAmq9XCv+tf59QPbX7d9wvbT045daHuv7SPZxwt6ucYy2b7U9n7bz9p+xvbN2fGUz/lc2/9u+z+yc/7z7Pga2wey9/f92Y34kmJ7ie0J29/OHid9zra/b/sp20/aHs+OVfLeru1wn/br/D4o6XJJH7d9eW9XVYlvSLpuxrFtkvZFxGWS9mWPU3FG0mcj4nJJV0n6VPa/a8rn/JqkDRHxa5KukHSd7askfVnS7RHxLkmvSLqpd0uszM2SDk173IRz/kBEXDFtb3sl7+3aDnctwq/z6wcR8V1J/zPj8CZJu7LPd0kaXcw1VSkijkfEE9nnP1H7P/whpX3OERH/mz1clv0JSRskPZgdT+qcJcn2KkkfknRX9thK/JxzVPLervNwn9ev80vUiog4nn3+kqQVvVxMVWyvljQs6YASP+csTzwp6YSkvZL+S9LJiDiTPSXF9/dXJX1e0s+yxxcp/XMOSf9o+6DtLdmxSt7bldzyF4snIsJ2cvtZbb9D0kOSPh0RP25f1LWleM4R8YakK2wPSPqWpHf3dkXVsn2DpBMRcdD2+h4vZzG9PyImbf+ipL22n5v+xTLf23W+cl+UX+fXp162vVKSso8neryeUtlepvZgvyciHs4OJ33OUyLipKT9kt4nacD21AVYau/vdZI+bPv7aifVDZLuUNrnrIiYzD6eUPv/xK9URe/tOg/3Jv86v0ckbc4+3yxpdw/XUqqsu94t6VBEfGXal1I+58Hsil22l0u6Vu2/a9gv6cbsaUmdc0TcGhGrImK12v/tPhYRn1DC52z7fNvvnPpc0m9KeloVvbdr/S9UbV+vdreb+nV+X+ztispn+15J69W+LejLkm6TNCbpAUm/pPatkj8aETP/0rWWbL9f0j9JekpvttgvqN3dUz3nX1X7L9KWqH3B9UBE/IXtX1H7qvZCSROSfjciXuvdSquRZZnPRcQNKZ9zdm7fyh4ulfR3EfFF2xepgvd2rYc7AKCzOmcZAEAOhjsAJIjhDgAJYrgDQIIY7gCQIIY7ACSI4Q4ACfp/ScHWBl8dJDkAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(X, y)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "30c20d22",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = tf.keras.Sequential([\n",
    "    tf.keras.layers.Dense(1)\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5bd5c99a",
   "metadata": {},
   "outputs": [],
   "source": [
    "model.compile(\n",
    "    optimizer=tf.keras.optimizers.Adam(learning_rate=0.01),\n",
    "    loss='mse',\n",
    "    metrics=['mse']\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "482bd35d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/800\n",
      "2/2 [==============================] - 9s 41ms/step - loss: 2704.6997 - mse: 2704.6997\n",
      "Epoch 2/800\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 2646.7168 - mse: 2646.7168\n",
      "Epoch 3/800\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 2590.0801 - mse: 2590.0801\n",
      "Epoch 4/800\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 2527.8467 - mse: 2527.8467\n",
      "Epoch 5/800\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 2470.3728 - mse: 2470.3728\n",
      "Epoch 6/800\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 2408.8171 - mse: 2408.8169\n",
      "Epoch 7/800\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 2356.5278 - mse: 2356.5278\n",
      "Epoch 8/800\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 2300.2209 - mse: 2300.2209\n",
      "Epoch 9/800\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 2244.3645 - mse: 2244.3645\n",
      "Epoch 10/800\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 2190.0769 - mse: 2190.0769\n",
      "Epoch 11/800\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 2133.1223 - mse: 2133.1223\n",
      "Epoch 12/800\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 2085.2007 - mse: 2085.2007\n",
      "Epoch 13/800\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 2030.2725 - mse: 2030.2725\n",
      "Epoch 14/800\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 1981.2549 - mse: 1981.2549\n",
      "Epoch 15/800\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 1928.4962 - mse: 1928.4962\n",
      "Epoch 16/800\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 1879.9177 - mse: 1879.9177\n",
      "Epoch 17/800\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 1833.6216 - mse: 1833.6216\n",
      "Epoch 18/800\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 1784.6882 - mse: 1784.6882\n",
      "Epoch 19/800\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 1738.0524 - mse: 1738.0524\n",
      "Epoch 20/800\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 1693.0870 - mse: 1693.0870\n",
      "Epoch 21/800\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 1645.7589 - mse: 1645.7589\n",
      "Epoch 22/800\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 1602.7806 - mse: 1602.7806\n",
      "Epoch 23/800\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 1560.9442 - mse: 1560.9442\n",
      "Epoch 24/800\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 1519.3287 - mse: 1519.3287\n",
      "Epoch 25/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1478.0017 - mse: 1478.0017\n",
      "Epoch 26/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1435.5276 - mse: 1435.5276\n",
      "Epoch 27/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1395.4285 - mse: 1395.4285\n",
      "Epoch 28/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1356.9578 - mse: 1356.9578\n",
      "Epoch 29/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1320.7043 - mse: 1320.7043\n",
      "Epoch 30/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1284.4609 - mse: 1284.4609\n",
      "Epoch 31/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1247.4896 - mse: 1247.4896\n",
      "Epoch 32/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1210.7799 - mse: 1210.7799\n",
      "Epoch 33/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1175.4320 - mse: 1175.4320\n",
      "Epoch 34/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1144.1683 - mse: 1144.1683\n",
      "Epoch 35/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1109.3796 - mse: 1109.3796\n",
      "Epoch 36/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1077.9235 - mse: 1077.9235\n",
      "Epoch 37/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1046.8347 - mse: 1046.8347\n",
      "Epoch 38/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1015.2307 - mse: 1015.2307\n",
      "Epoch 39/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 984.6634 - mse: 984.6634\n",
      "Epoch 40/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 955.6536 - mse: 955.6536\n",
      "Epoch 41/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 926.3524 - mse: 926.3524\n",
      "Epoch 42/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 899.3263 - mse: 899.3263\n",
      "Epoch 43/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 870.9255 - mse: 870.9255\n",
      "Epoch 44/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 842.4765 - mse: 842.4765\n",
      "Epoch 45/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 817.6014 - mse: 817.6014\n",
      "Epoch 46/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 792.8530 - mse: 792.8530\n",
      "Epoch 47/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 766.9217 - mse: 766.9217\n",
      "Epoch 48/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 741.9131 - mse: 741.9131\n",
      "Epoch 49/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 717.4586 - mse: 717.4586\n",
      "Epoch 50/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 694.5544 - mse: 694.5544\n",
      "Epoch 51/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 673.2632 - mse: 673.2632\n",
      "Epoch 52/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 649.5076 - mse: 649.5076\n",
      "Epoch 53/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 628.4968 - mse: 628.4968\n",
      "Epoch 54/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 607.6141 - mse: 607.6141\n",
      "Epoch 55/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 587.7916 - mse: 587.7916\n",
      "Epoch 56/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 568.4197 - mse: 568.4197\n",
      "Epoch 57/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 547.9801 - mse: 547.9801\n",
      "Epoch 58/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 530.1920 - mse: 530.1920\n",
      "Epoch 59/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 511.8301 - mse: 511.8301\n",
      "Epoch 60/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 494.7749 - mse: 494.7749\n",
      "Epoch 61/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 477.6081 - mse: 477.6081\n",
      "Epoch 62/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 461.0608 - mse: 461.0608\n",
      "Epoch 63/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 445.3792 - mse: 445.3792\n",
      "Epoch 64/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 429.0281 - mse: 429.0281\n",
      "Epoch 65/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 413.9283 - mse: 413.9283\n",
      "Epoch 66/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 399.5417 - mse: 399.5417\n",
      "Epoch 67/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 385.3150 - mse: 385.3150\n",
      "Epoch 68/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 371.3230 - mse: 371.3230\n",
      "Epoch 69/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 358.1244 - mse: 358.1244\n",
      "Epoch 70/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 344.6794 - mse: 344.6794\n",
      "Epoch 71/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 331.3848 - mse: 331.3848\n",
      "Epoch 72/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 319.9477 - mse: 319.9477\n",
      "Epoch 73/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 307.6575 - mse: 307.6575\n",
      "Epoch 74/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 295.9828 - mse: 295.9828\n",
      "Epoch 75/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 285.3312 - mse: 285.3312\n",
      "Epoch 76/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 274.2662 - mse: 274.2662\n",
      "Epoch 77/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 263.5886 - mse: 263.5886\n",
      "Epoch 78/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 253.2356 - mse: 253.2356\n",
      "Epoch 79/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 244.0536 - mse: 244.0536\n",
      "Epoch 80/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 234.4780 - mse: 234.4780\n",
      "Epoch 81/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 225.5819 - mse: 225.5819\n",
      "Epoch 82/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 216.3929 - mse: 216.3929\n",
      "Epoch 83/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 208.1096 - mse: 208.1096\n",
      "Epoch 84/800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 4ms/step - loss: 200.0866 - mse: 200.0866\n",
      "Epoch 85/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 192.0003 - mse: 192.0003\n",
      "Epoch 86/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 184.5077 - mse: 184.5077\n",
      "Epoch 87/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 176.9868 - mse: 176.9868\n",
      "Epoch 88/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 170.1815 - mse: 170.1815\n",
      "Epoch 89/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 163.0348 - mse: 163.0348\n",
      "Epoch 90/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 156.4023 - mse: 156.4023\n",
      "Epoch 91/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150.3407 - mse: 150.3407\n",
      "Epoch 92/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 144.1150 - mse: 144.1150\n",
      "Epoch 93/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 138.1091 - mse: 138.1091\n",
      "Epoch 94/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 132.2359 - mse: 132.2359\n",
      "Epoch 95/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 126.9623 - mse: 126.9623\n",
      "Epoch 96/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 121.7149 - mse: 121.7149\n",
      "Epoch 97/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 116.3236 - mse: 116.3236\n",
      "Epoch 98/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 111.3714 - mse: 111.3714\n",
      "Epoch 99/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 107.0565 - mse: 107.0565\n",
      "Epoch 100/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 102.3218 - mse: 102.3218\n",
      "Epoch 101/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 98.1836 - mse: 98.1836\n",
      "Epoch 102/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 93.7719 - mse: 93.7719\n",
      "Epoch 103/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 89.6653 - mse: 89.6653\n",
      "Epoch 104/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 85.9282 - mse: 85.9282\n",
      "Epoch 105/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 82.0866 - mse: 82.0866\n",
      "Epoch 106/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 78.5525 - mse: 78.5525\n",
      "Epoch 107/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 74.9957 - mse: 74.9957\n",
      "Epoch 108/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 71.8225 - mse: 71.8225\n",
      "Epoch 109/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 68.5589 - mse: 68.5589\n",
      "Epoch 110/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 65.5318 - mse: 65.5318\n",
      "Epoch 111/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 62.6202 - mse: 62.6202\n",
      "Epoch 112/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 59.6541 - mse: 59.6541\n",
      "Epoch 113/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 56.9842 - mse: 56.9842\n",
      "Epoch 114/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 54.3539 - mse: 54.3539\n",
      "Epoch 115/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 51.7934 - mse: 51.7934\n",
      "Epoch 116/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 49.5338 - mse: 49.5338\n",
      "Epoch 117/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 47.1462 - mse: 47.1462\n",
      "Epoch 118/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 44.9329 - mse: 44.9329\n",
      "Epoch 119/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 42.8518 - mse: 42.8518\n",
      "Epoch 120/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 40.8769 - mse: 40.8769\n",
      "Epoch 121/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 38.8809 - mse: 38.8809\n",
      "Epoch 122/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 37.1068 - mse: 37.1068\n",
      "Epoch 123/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 35.3244 - mse: 35.3244\n",
      "Epoch 124/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 33.5673 - mse: 33.5673\n",
      "Epoch 125/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 31.9344 - mse: 31.9344\n",
      "Epoch 126/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 30.4156 - mse: 30.4156\n",
      "Epoch 127/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 29.0490 - mse: 29.0490\n",
      "Epoch 128/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 27.5565 - mse: 27.5565\n",
      "Epoch 129/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 26.1572 - mse: 26.1572\n",
      "Epoch 130/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 24.8704 - mse: 24.8704\n",
      "Epoch 131/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 23.6902 - mse: 23.6902\n",
      "Epoch 132/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 22.4511 - mse: 22.4511\n",
      "Epoch 133/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 21.3156 - mse: 21.3156\n",
      "Epoch 134/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 20.3307 - mse: 20.3307\n",
      "Epoch 135/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 19.2535 - mse: 19.2535\n",
      "Epoch 136/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 18.2653 - mse: 18.2653\n",
      "Epoch 137/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 17.3164 - mse: 17.3164\n",
      "Epoch 138/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 16.4883 - mse: 16.4883\n",
      "Epoch 139/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 15.5920 - mse: 15.5920\n",
      "Epoch 140/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 14.7697 - mse: 14.7697\n",
      "Epoch 141/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 14.0511 - mse: 14.0511\n",
      "Epoch 142/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 13.3170 - mse: 13.3170\n",
      "Epoch 143/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 12.6021 - mse: 12.6021\n",
      "Epoch 144/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 11.9504 - mse: 11.9504\n",
      "Epoch 145/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 11.3114 - mse: 11.3114\n",
      "Epoch 146/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 10.7013 - mse: 10.7013\n",
      "Epoch 147/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 10.1609 - mse: 10.1609\n",
      "Epoch 148/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 9.5733 - mse: 9.5733\n",
      "Epoch 149/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 9.0913 - mse: 9.0913\n",
      "Epoch 150/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 8.5827 - mse: 8.5827\n",
      "Epoch 151/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 8.1207 - mse: 8.1207\n",
      "Epoch 152/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 7.6677 - mse: 7.6677\n",
      "Epoch 153/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 7.2477 - mse: 7.2477\n",
      "Epoch 154/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 6.8660 - mse: 6.8660\n",
      "Epoch 155/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 6.4905 - mse: 6.4905\n",
      "Epoch 156/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 6.1104 - mse: 6.1104\n",
      "Epoch 157/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 5.7695 - mse: 5.7695\n",
      "Epoch 158/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 5.4467 - mse: 5.4467\n",
      "Epoch 159/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 5.1702 - mse: 5.1702\n",
      "Epoch 160/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 4.8505 - mse: 4.8505\n",
      "Epoch 161/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 4.5889 - mse: 4.5889\n",
      "Epoch 162/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 4.3199 - mse: 4.3199\n",
      "Epoch 163/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4.0856 - mse: 4.0856\n",
      "Epoch 164/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 3.8433 - mse: 3.8433\n",
      "Epoch 165/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 3.6352 - mse: 3.6352\n",
      "Epoch 166/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3.4180 - mse: 3.4180\n",
      "Epoch 167/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 3.2242 - mse: 3.2242\n",
      "Epoch 168/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3.0407 - mse: 3.0407\n",
      "Epoch 169/800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 7ms/step - loss: 2.8739 - mse: 2.8739\n",
      "Epoch 170/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 2.6985 - mse: 2.6985\n",
      "Epoch 171/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 2.5435 - mse: 2.5435\n",
      "Epoch 172/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 2.3992 - mse: 2.3992\n",
      "Epoch 173/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 2.2564 - mse: 2.2564\n",
      "Epoch 174/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 2.1387 - mse: 2.1387\n",
      "Epoch 175/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 2.0066 - mse: 2.0066\n",
      "Epoch 176/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1.8922 - mse: 1.8922\n",
      "Epoch 177/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1.7821 - mse: 1.7821\n",
      "Epoch 178/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1.6820 - mse: 1.6820\n",
      "Epoch 179/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1.5827 - mse: 1.5827\n",
      "Epoch 180/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1.4970 - mse: 1.4970\n",
      "Epoch 181/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1.4102 - mse: 1.4102\n",
      "Epoch 182/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1.3240 - mse: 1.3240\n",
      "Epoch 183/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1.2506 - mse: 1.2506\n",
      "Epoch 184/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1.1801 - mse: 1.1801\n",
      "Epoch 185/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1.1176 - mse: 1.1176\n",
      "Epoch 186/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1.0543 - mse: 1.0543\n",
      "Epoch 187/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.9928 - mse: 0.9928\n",
      "Epoch 188/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.9402 - mse: 0.9402\n",
      "Epoch 189/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.8847 - mse: 0.8847\n",
      "Epoch 190/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.8374 - mse: 0.8374\n",
      "Epoch 191/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.7915 - mse: 0.7915\n",
      "Epoch 192/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.7527 - mse: 0.7527\n",
      "Epoch 193/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.7092 - mse: 0.7092\n",
      "Epoch 194/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.6721 - mse: 0.6721\n",
      "Epoch 195/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.6398 - mse: 0.6398\n",
      "Epoch 196/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.6024 - mse: 0.6024\n",
      "Epoch 197/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.5734 - mse: 0.5734\n",
      "Epoch 198/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.5436 - mse: 0.5436\n",
      "Epoch 199/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.5156 - mse: 0.5156\n",
      "Epoch 200/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.4915 - mse: 0.4915\n",
      "Epoch 201/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.4667 - mse: 0.4667\n",
      "Epoch 202/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.4450 - mse: 0.4450\n",
      "Epoch 203/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.4245 - mse: 0.4245\n",
      "Epoch 204/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.4050 - mse: 0.4050\n",
      "Epoch 205/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.3858 - mse: 0.3858\n",
      "Epoch 206/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.3695 - mse: 0.3695\n",
      "Epoch 207/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.3541 - mse: 0.3541\n",
      "Epoch 208/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.3392 - mse: 0.3392\n",
      "Epoch 209/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.3256 - mse: 0.3256\n",
      "Epoch 210/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.3113 - mse: 0.3113\n",
      "Epoch 211/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.3011 - mse: 0.3011\n",
      "Epoch 212/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.2890 - mse: 0.2890\n",
      "Epoch 213/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.2785 - mse: 0.2785\n",
      "Epoch 214/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.2691 - mse: 0.2691\n",
      "Epoch 215/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.2597 - mse: 0.2597\n",
      "Epoch 216/800\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 0.2515 - mse: 0.2515\n",
      "Epoch 217/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.2434 - mse: 0.2434\n",
      "Epoch 218/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.2353 - mse: 0.2353\n",
      "Epoch 219/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.2293 - mse: 0.2293\n",
      "Epoch 220/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.2222 - mse: 0.2222\n",
      "Epoch 221/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.2162 - mse: 0.2162\n",
      "Epoch 222/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.2108 - mse: 0.2108\n",
      "Epoch 223/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.2050 - mse: 0.2050\n",
      "Epoch 224/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.2002 - mse: 0.2002\n",
      "Epoch 225/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1959 - mse: 0.1959\n",
      "Epoch 226/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1912 - mse: 0.1912\n",
      "Epoch 227/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1875 - mse: 0.1875\n",
      "Epoch 228/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1839 - mse: 0.1839\n",
      "Epoch 229/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1801 - mse: 0.1801\n",
      "Epoch 230/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1767 - mse: 0.1767\n",
      "Epoch 231/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1739 - mse: 0.1739\n",
      "Epoch 232/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1707 - mse: 0.1707\n",
      "Epoch 233/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1686 - mse: 0.1686\n",
      "Epoch 234/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1662 - mse: 0.1662\n",
      "Epoch 235/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1637 - mse: 0.1637\n",
      "Epoch 236/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1616 - mse: 0.1616\n",
      "Epoch 237/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1597 - mse: 0.1597\n",
      "Epoch 238/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1576 - mse: 0.1576\n",
      "Epoch 239/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1561 - mse: 0.1561\n",
      "Epoch 240/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1544 - mse: 0.1544\n",
      "Epoch 241/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1532 - mse: 0.1532\n",
      "Epoch 242/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1516 - mse: 0.1516\n",
      "Epoch 243/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1506 - mse: 0.1506\n",
      "Epoch 244/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1491 - mse: 0.1491\n",
      "Epoch 245/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1482 - mse: 0.1482\n",
      "Epoch 246/800\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 0.1471 - mse: 0.1471\n",
      "Epoch 247/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1461 - mse: 0.1461\n",
      "Epoch 248/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1453 - mse: 0.1453\n",
      "Epoch 249/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1444 - mse: 0.1444\n",
      "Epoch 250/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1437 - mse: 0.1437\n",
      "Epoch 251/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1429 - mse: 0.1429\n",
      "Epoch 252/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1425 - mse: 0.1425\n",
      "Epoch 253/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1417 - mse: 0.1417\n",
      "Epoch 254/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1411 - mse: 0.1411\n",
      "Epoch 255/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1406 - mse: 0.1406\n",
      "Epoch 256/800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1400 - mse: 0.1400\n",
      "Epoch 257/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1396 - mse: 0.1396\n",
      "Epoch 258/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1391 - mse: 0.1391\n",
      "Epoch 259/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1388 - mse: 0.1388\n",
      "Epoch 260/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1383 - mse: 0.1383\n",
      "Epoch 261/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1380 - mse: 0.1380\n",
      "Epoch 262/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1376 - mse: 0.1376\n",
      "Epoch 263/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1374 - mse: 0.1374\n",
      "Epoch 264/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1370 - mse: 0.1370\n",
      "Epoch 265/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1368 - mse: 0.1368\n",
      "Epoch 266/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1365 - mse: 0.1365\n",
      "Epoch 267/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1362 - mse: 0.1362\n",
      "Epoch 268/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1360 - mse: 0.1360\n",
      "Epoch 269/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1357 - mse: 0.1357\n",
      "Epoch 270/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1355 - mse: 0.1355\n",
      "Epoch 271/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1353 - mse: 0.1353\n",
      "Epoch 272/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1351 - mse: 0.1351\n",
      "Epoch 273/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1349 - mse: 0.1349\n",
      "Epoch 274/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1347 - mse: 0.1347\n",
      "Epoch 275/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1346 - mse: 0.1346\n",
      "Epoch 276/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1344 - mse: 0.1344\n",
      "Epoch 277/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1342 - mse: 0.1342\n",
      "Epoch 278/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1341 - mse: 0.1341\n",
      "Epoch 279/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1339 - mse: 0.1339\n",
      "Epoch 280/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1338 - mse: 0.1338\n",
      "Epoch 281/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1337 - mse: 0.1337\n",
      "Epoch 282/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1335 - mse: 0.1335\n",
      "Epoch 283/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1334 - mse: 0.1334\n",
      "Epoch 284/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1333 - mse: 0.1333\n",
      "Epoch 285/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1331 - mse: 0.1331\n",
      "Epoch 286/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1330 - mse: 0.1330\n",
      "Epoch 287/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1329 - mse: 0.1329\n",
      "Epoch 288/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1328 - mse: 0.1328\n",
      "Epoch 289/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1327 - mse: 0.1327\n",
      "Epoch 290/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1326 - mse: 0.1326\n",
      "Epoch 291/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1324 - mse: 0.1324\n",
      "Epoch 292/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1323 - mse: 0.1323\n",
      "Epoch 293/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1322 - mse: 0.1322\n",
      "Epoch 294/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1321 - mse: 0.1321\n",
      "Epoch 295/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1320 - mse: 0.1320\n",
      "Epoch 296/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1319 - mse: 0.1319\n",
      "Epoch 297/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1318 - mse: 0.1318\n",
      "Epoch 298/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1316 - mse: 0.1316\n",
      "Epoch 299/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1315 - mse: 0.1315\n",
      "Epoch 300/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1314 - mse: 0.1314\n",
      "Epoch 301/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1313 - mse: 0.1313\n",
      "Epoch 302/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1312 - mse: 0.1312\n",
      "Epoch 303/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1311 - mse: 0.1311\n",
      "Epoch 304/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1310 - mse: 0.1310\n",
      "Epoch 305/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1309 - mse: 0.1309\n",
      "Epoch 306/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1308 - mse: 0.1308\n",
      "Epoch 307/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1307 - mse: 0.1307\n",
      "Epoch 308/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1306 - mse: 0.1306\n",
      "Epoch 309/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1305 - mse: 0.1305\n",
      "Epoch 310/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1304 - mse: 0.1304\n",
      "Epoch 311/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1303 - mse: 0.1303\n",
      "Epoch 312/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1302 - mse: 0.1302\n",
      "Epoch 313/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1301 - mse: 0.1301\n",
      "Epoch 314/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1300 - mse: 0.1300\n",
      "Epoch 315/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1299 - mse: 0.1299\n",
      "Epoch 316/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1298 - mse: 0.1298\n",
      "Epoch 317/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1297 - mse: 0.1297\n",
      "Epoch 318/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1296 - mse: 0.1296\n",
      "Epoch 319/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1295 - mse: 0.1295\n",
      "Epoch 320/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1294 - mse: 0.1294\n",
      "Epoch 321/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1293 - mse: 0.1293\n",
      "Epoch 322/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1292 - mse: 0.1292\n",
      "Epoch 323/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1291 - mse: 0.1291\n",
      "Epoch 324/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1290 - mse: 0.1290\n",
      "Epoch 325/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1289 - mse: 0.1289\n",
      "Epoch 326/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1288 - mse: 0.1288\n",
      "Epoch 327/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1287 - mse: 0.1287\n",
      "Epoch 328/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1286 - mse: 0.1286\n",
      "Epoch 329/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1285 - mse: 0.1285\n",
      "Epoch 330/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1284 - mse: 0.1284\n",
      "Epoch 331/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1283 - mse: 0.1283\n",
      "Epoch 332/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1282 - mse: 0.1282\n",
      "Epoch 333/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1281 - mse: 0.1281\n",
      "Epoch 334/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1280 - mse: 0.1280\n",
      "Epoch 335/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1279 - mse: 0.1279\n",
      "Epoch 336/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1278 - mse: 0.1278\n",
      "Epoch 337/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1277 - mse: 0.1277\n",
      "Epoch 338/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1276 - mse: 0.1276\n",
      "Epoch 339/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1275 - mse: 0.1275\n",
      "Epoch 340/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1274 - mse: 0.1274\n",
      "Epoch 341/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1273 - mse: 0.1273\n",
      "Epoch 342/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1272 - mse: 0.1272\n",
      "Epoch 343/800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1271 - mse: 0.1271\n",
      "Epoch 344/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1270 - mse: 0.1270\n",
      "Epoch 345/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1269 - mse: 0.1269\n",
      "Epoch 346/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1268 - mse: 0.1268\n",
      "Epoch 347/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1267 - mse: 0.1267\n",
      "Epoch 348/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1266 - mse: 0.1266\n",
      "Epoch 349/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1265 - mse: 0.1265\n",
      "Epoch 350/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1264 - mse: 0.1264\n",
      "Epoch 351/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1263 - mse: 0.1263\n",
      "Epoch 352/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1262 - mse: 0.1262\n",
      "Epoch 353/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1261 - mse: 0.1261\n",
      "Epoch 354/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1260 - mse: 0.1260\n",
      "Epoch 355/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1259 - mse: 0.1259\n",
      "Epoch 356/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1258 - mse: 0.1258\n",
      "Epoch 357/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1257 - mse: 0.1257\n",
      "Epoch 358/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1256 - mse: 0.1256\n",
      "Epoch 359/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1255 - mse: 0.1255\n",
      "Epoch 360/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1254 - mse: 0.1254\n",
      "Epoch 361/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1252 - mse: 0.1252\n",
      "Epoch 362/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1251 - mse: 0.1251\n",
      "Epoch 363/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1250 - mse: 0.1250\n",
      "Epoch 364/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1249 - mse: 0.1249\n",
      "Epoch 365/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1248 - mse: 0.1248\n",
      "Epoch 366/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1247 - mse: 0.1247\n",
      "Epoch 367/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1246 - mse: 0.1246\n",
      "Epoch 368/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1245 - mse: 0.1245\n",
      "Epoch 369/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1244 - mse: 0.1244\n",
      "Epoch 370/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1243 - mse: 0.1243\n",
      "Epoch 371/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1242 - mse: 0.1242\n",
      "Epoch 372/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1241 - mse: 0.1241\n",
      "Epoch 373/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1240 - mse: 0.1240\n",
      "Epoch 374/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1239 - mse: 0.1239\n",
      "Epoch 375/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1238 - mse: 0.1238\n",
      "Epoch 376/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1237 - mse: 0.1237\n",
      "Epoch 377/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1236 - mse: 0.1236\n",
      "Epoch 378/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1234 - mse: 0.1234\n",
      "Epoch 379/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1233 - mse: 0.1233\n",
      "Epoch 380/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1232 - mse: 0.1232\n",
      "Epoch 381/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1231 - mse: 0.1231\n",
      "Epoch 382/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1230 - mse: 0.1230\n",
      "Epoch 383/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1229 - mse: 0.1229\n",
      "Epoch 384/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1228 - mse: 0.1228\n",
      "Epoch 385/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1227 - mse: 0.1227\n",
      "Epoch 386/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1226 - mse: 0.1226\n",
      "Epoch 387/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1225 - mse: 0.1225\n",
      "Epoch 388/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1224 - mse: 0.1224\n",
      "Epoch 389/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1223 - mse: 0.1223\n",
      "Epoch 390/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1221 - mse: 0.1221\n",
      "Epoch 391/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1220 - mse: 0.1220\n",
      "Epoch 392/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1219 - mse: 0.1219\n",
      "Epoch 393/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1218 - mse: 0.1218\n",
      "Epoch 394/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1217 - mse: 0.1217\n",
      "Epoch 395/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1216 - mse: 0.1216\n",
      "Epoch 396/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1215 - mse: 0.1215\n",
      "Epoch 397/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1214 - mse: 0.1214\n",
      "Epoch 398/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1213 - mse: 0.1213\n",
      "Epoch 399/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1212 - mse: 0.1212\n",
      "Epoch 400/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1211 - mse: 0.1211\n",
      "Epoch 401/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1210 - mse: 0.1210\n",
      "Epoch 402/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1209 - mse: 0.1209\n",
      "Epoch 403/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1207 - mse: 0.1207\n",
      "Epoch 404/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1206 - mse: 0.1206\n",
      "Epoch 405/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1205 - mse: 0.1205\n",
      "Epoch 406/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1204 - mse: 0.1204\n",
      "Epoch 407/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1203 - mse: 0.1203\n",
      "Epoch 408/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1202 - mse: 0.1202\n",
      "Epoch 409/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1201 - mse: 0.1201\n",
      "Epoch 410/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1200 - mse: 0.1200\n",
      "Epoch 411/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1198 - mse: 0.1198\n",
      "Epoch 412/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1197 - mse: 0.1197\n",
      "Epoch 413/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1196 - mse: 0.1196\n",
      "Epoch 414/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1195 - mse: 0.1195\n",
      "Epoch 415/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1194 - mse: 0.1194\n",
      "Epoch 416/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1193 - mse: 0.1193\n",
      "Epoch 417/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1192 - mse: 0.1192\n",
      "Epoch 418/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1191 - mse: 0.1191\n",
      "Epoch 419/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1189 - mse: 0.1189\n",
      "Epoch 420/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1188 - mse: 0.1188\n",
      "Epoch 421/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1187 - mse: 0.1187\n",
      "Epoch 422/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1186 - mse: 0.1186\n",
      "Epoch 423/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1185 - mse: 0.1185\n",
      "Epoch 424/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1184 - mse: 0.1184\n",
      "Epoch 425/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1183 - mse: 0.1183\n",
      "Epoch 426/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1182 - mse: 0.1182\n",
      "Epoch 427/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1180 - mse: 0.1180\n",
      "Epoch 428/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1179 - mse: 0.1179\n",
      "Epoch 429/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1178 - mse: 0.1178\n",
      "Epoch 430/800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1177 - mse: 0.1177\n",
      "Epoch 431/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1176 - mse: 0.1176\n",
      "Epoch 432/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1175 - mse: 0.1175\n",
      "Epoch 433/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1174 - mse: 0.1174\n",
      "Epoch 434/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1172 - mse: 0.1172\n",
      "Epoch 435/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1171 - mse: 0.1171\n",
      "Epoch 436/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1170 - mse: 0.1170\n",
      "Epoch 437/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1169 - mse: 0.1169\n",
      "Epoch 438/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1168 - mse: 0.1168\n",
      "Epoch 439/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1167 - mse: 0.1167\n",
      "Epoch 440/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1166 - mse: 0.1166\n",
      "Epoch 441/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1165 - mse: 0.1165\n",
      "Epoch 442/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1164 - mse: 0.1164\n",
      "Epoch 443/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1162 - mse: 0.1162\n",
      "Epoch 444/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1161 - mse: 0.1161\n",
      "Epoch 445/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1160 - mse: 0.1160\n",
      "Epoch 446/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1159 - mse: 0.1159\n",
      "Epoch 447/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1158 - mse: 0.1158\n",
      "Epoch 448/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1157 - mse: 0.1157\n",
      "Epoch 449/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1156 - mse: 0.1156\n",
      "Epoch 450/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1155 - mse: 0.1155\n",
      "Epoch 451/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1153 - mse: 0.1153\n",
      "Epoch 452/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1152 - mse: 0.1152\n",
      "Epoch 453/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1151 - mse: 0.1151\n",
      "Epoch 454/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1150 - mse: 0.1150\n",
      "Epoch 455/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1149 - mse: 0.1149\n",
      "Epoch 456/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1148 - mse: 0.1148\n",
      "Epoch 457/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1147 - mse: 0.1147\n",
      "Epoch 458/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1146 - mse: 0.1146\n",
      "Epoch 459/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1144 - mse: 0.1144\n",
      "Epoch 460/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1143 - mse: 0.1143\n",
      "Epoch 461/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1142 - mse: 0.1142\n",
      "Epoch 462/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1141 - mse: 0.1141\n",
      "Epoch 463/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1140 - mse: 0.1140\n",
      "Epoch 464/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1139 - mse: 0.1139\n",
      "Epoch 465/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1138 - mse: 0.1138\n",
      "Epoch 466/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1136 - mse: 0.1136\n",
      "Epoch 467/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1135 - mse: 0.1135\n",
      "Epoch 468/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1134 - mse: 0.1134\n",
      "Epoch 469/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1133 - mse: 0.1133\n",
      "Epoch 470/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1132 - mse: 0.1132\n",
      "Epoch 471/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1131 - mse: 0.1131\n",
      "Epoch 472/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1130 - mse: 0.1130\n",
      "Epoch 473/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1128 - mse: 0.1128\n",
      "Epoch 474/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1127 - mse: 0.1127\n",
      "Epoch 475/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1126 - mse: 0.1126\n",
      "Epoch 476/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1125 - mse: 0.1125\n",
      "Epoch 477/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1124 - mse: 0.1124\n",
      "Epoch 478/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1123 - mse: 0.1123\n",
      "Epoch 479/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1122 - mse: 0.1122\n",
      "Epoch 480/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1120 - mse: 0.1120\n",
      "Epoch 481/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1119 - mse: 0.1119\n",
      "Epoch 482/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1118 - mse: 0.1118\n",
      "Epoch 483/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1117 - mse: 0.1117\n",
      "Epoch 484/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1116 - mse: 0.1116\n",
      "Epoch 485/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1115 - mse: 0.1115\n",
      "Epoch 486/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1114 - mse: 0.1114\n",
      "Epoch 487/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1112 - mse: 0.1112\n",
      "Epoch 488/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1111 - mse: 0.1111\n",
      "Epoch 489/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1110 - mse: 0.1110\n",
      "Epoch 490/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1109 - mse: 0.1109\n",
      "Epoch 491/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1108 - mse: 0.1108\n",
      "Epoch 492/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1107 - mse: 0.1107\n",
      "Epoch 493/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1106 - mse: 0.1106\n",
      "Epoch 494/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1104 - mse: 0.1104\n",
      "Epoch 495/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1103 - mse: 0.1103\n",
      "Epoch 496/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1102 - mse: 0.1102\n",
      "Epoch 497/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1101 - mse: 0.1101\n",
      "Epoch 498/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1100 - mse: 0.1100\n",
      "Epoch 499/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1099 - mse: 0.1099\n",
      "Epoch 500/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1098 - mse: 0.1098\n",
      "Epoch 501/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1096 - mse: 0.1096\n",
      "Epoch 502/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1095 - mse: 0.1095\n",
      "Epoch 503/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1094 - mse: 0.1094\n",
      "Epoch 504/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1093 - mse: 0.1093\n",
      "Epoch 505/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1092 - mse: 0.1092\n",
      "Epoch 506/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1091 - mse: 0.1091\n",
      "Epoch 507/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1089 - mse: 0.1089\n",
      "Epoch 508/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1088 - mse: 0.1088\n",
      "Epoch 509/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1087 - mse: 0.1087\n",
      "Epoch 510/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1086 - mse: 0.1086\n",
      "Epoch 511/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1085 - mse: 0.1085\n",
      "Epoch 512/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1084 - mse: 0.1084\n",
      "Epoch 513/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1082 - mse: 0.1082\n",
      "Epoch 514/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1081 - mse: 0.1081\n",
      "Epoch 515/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1080 - mse: 0.1080\n",
      "Epoch 516/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1079 - mse: 0.1079\n",
      "Epoch 517/800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1078 - mse: 0.1078\n",
      "Epoch 518/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1076 - mse: 0.1076\n",
      "Epoch 519/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1075 - mse: 0.1075\n",
      "Epoch 520/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1074 - mse: 0.1074\n",
      "Epoch 521/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1073 - mse: 0.1073\n",
      "Epoch 522/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1072 - mse: 0.1072\n",
      "Epoch 523/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1071 - mse: 0.1071\n",
      "Epoch 524/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1069 - mse: 0.1069\n",
      "Epoch 525/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1068 - mse: 0.1068\n",
      "Epoch 526/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1067 - mse: 0.1067\n",
      "Epoch 527/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1066 - mse: 0.1066\n",
      "Epoch 528/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1065 - mse: 0.1065\n",
      "Epoch 529/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1064 - mse: 0.1064\n",
      "Epoch 530/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1062 - mse: 0.1062\n",
      "Epoch 531/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1061 - mse: 0.1061\n",
      "Epoch 532/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1060 - mse: 0.1060\n",
      "Epoch 533/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1059 - mse: 0.1059\n",
      "Epoch 534/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1058 - mse: 0.1058\n",
      "Epoch 535/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1056 - mse: 0.1056\n",
      "Epoch 536/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1055 - mse: 0.1055\n",
      "Epoch 537/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1054 - mse: 0.1054\n",
      "Epoch 538/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1053 - mse: 0.1053\n",
      "Epoch 539/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1052 - mse: 0.1052\n",
      "Epoch 540/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1050 - mse: 0.1050\n",
      "Epoch 541/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1049 - mse: 0.1049\n",
      "Epoch 542/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1048 - mse: 0.1048\n",
      "Epoch 543/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1047 - mse: 0.1047\n",
      "Epoch 544/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1045 - mse: 0.1045\n",
      "Epoch 545/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1044 - mse: 0.1044\n",
      "Epoch 546/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1043 - mse: 0.1043\n",
      "Epoch 547/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1042 - mse: 0.1042\n",
      "Epoch 548/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1041 - mse: 0.1041\n",
      "Epoch 549/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1039 - mse: 0.1039\n",
      "Epoch 550/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1038 - mse: 0.1038\n",
      "Epoch 551/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1037 - mse: 0.1037\n",
      "Epoch 552/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1036 - mse: 0.1036\n",
      "Epoch 553/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1035 - mse: 0.1035\n",
      "Epoch 554/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1033 - mse: 0.1033\n",
      "Epoch 555/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1032 - mse: 0.1032\n",
      "Epoch 556/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1031 - mse: 0.1031\n",
      "Epoch 557/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1030 - mse: 0.1030\n",
      "Epoch 558/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1029 - mse: 0.1029\n",
      "Epoch 559/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1027 - mse: 0.1027\n",
      "Epoch 560/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1026 - mse: 0.1026\n",
      "Epoch 561/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1025 - mse: 0.1025\n",
      "Epoch 562/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1024 - mse: 0.1024\n",
      "Epoch 563/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1023 - mse: 0.1023\n",
      "Epoch 564/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1021 - mse: 0.1021\n",
      "Epoch 565/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1020 - mse: 0.1020\n",
      "Epoch 566/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1019 - mse: 0.1019\n",
      "Epoch 567/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1018 - mse: 0.1018\n",
      "Epoch 568/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1017 - mse: 0.1017\n",
      "Epoch 569/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1015 - mse: 0.1015\n",
      "Epoch 570/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.1014 - mse: 0.1014\n",
      "Epoch 571/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1013 - mse: 0.1013\n",
      "Epoch 572/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1012 - mse: 0.1012\n",
      "Epoch 573/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1010 - mse: 0.1010\n",
      "Epoch 574/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1009 - mse: 0.1009\n",
      "Epoch 575/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1008 - mse: 0.1008\n",
      "Epoch 576/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1007 - mse: 0.1007\n",
      "Epoch 577/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1006 - mse: 0.1006\n",
      "Epoch 578/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1004 - mse: 0.1004\n",
      "Epoch 579/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1003 - mse: 0.1003\n",
      "Epoch 580/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.1002 - mse: 0.1002\n",
      "Epoch 581/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.1001 - mse: 0.1001\n",
      "Epoch 582/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.1000 - mse: 0.1000\n",
      "Epoch 583/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0998 - mse: 0.0998\n",
      "Epoch 584/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0997 - mse: 0.0997\n",
      "Epoch 585/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0996 - mse: 0.0996\n",
      "Epoch 586/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0995 - mse: 0.0995\n",
      "Epoch 587/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0994 - mse: 0.0994\n",
      "Epoch 588/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0992 - mse: 0.0992\n",
      "Epoch 589/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0991 - mse: 0.0991\n",
      "Epoch 590/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0990 - mse: 0.0990\n",
      "Epoch 591/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0989 - mse: 0.0989\n",
      "Epoch 592/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0988 - mse: 0.0988\n",
      "Epoch 593/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0986 - mse: 0.0986\n",
      "Epoch 594/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0985 - mse: 0.0985\n",
      "Epoch 595/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0984 - mse: 0.0984\n",
      "Epoch 596/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0983 - mse: 0.0983\n",
      "Epoch 597/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0981 - mse: 0.0981\n",
      "Epoch 598/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0980 - mse: 0.0980\n",
      "Epoch 599/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0979 - mse: 0.0979\n",
      "Epoch 600/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0978 - mse: 0.0978\n",
      "Epoch 601/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0977 - mse: 0.0977\n",
      "Epoch 602/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0975 - mse: 0.0975\n",
      "Epoch 603/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0974 - mse: 0.0974\n",
      "Epoch 604/800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0973 - mse: 0.0973\n",
      "Epoch 605/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0972 - mse: 0.0972\n",
      "Epoch 606/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0971 - mse: 0.0971\n",
      "Epoch 607/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0969 - mse: 0.0969\n",
      "Epoch 608/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0968 - mse: 0.0968\n",
      "Epoch 609/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0967 - mse: 0.0967\n",
      "Epoch 610/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0966 - mse: 0.0966\n",
      "Epoch 611/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0965 - mse: 0.0965\n",
      "Epoch 612/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0963 - mse: 0.0963\n",
      "Epoch 613/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0962 - mse: 0.0962\n",
      "Epoch 614/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0961 - mse: 0.0961\n",
      "Epoch 615/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0960 - mse: 0.0960\n",
      "Epoch 616/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0959 - mse: 0.0959\n",
      "Epoch 617/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0958 - mse: 0.0958\n",
      "Epoch 618/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0956 - mse: 0.0956\n",
      "Epoch 619/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0955 - mse: 0.0955\n",
      "Epoch 620/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0954 - mse: 0.0954\n",
      "Epoch 621/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0953 - mse: 0.0953\n",
      "Epoch 622/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0951 - mse: 0.0951\n",
      "Epoch 623/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0950 - mse: 0.0950\n",
      "Epoch 624/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0949 - mse: 0.0949\n",
      "Epoch 625/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0948 - mse: 0.0948\n",
      "Epoch 626/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0946 - mse: 0.0946\n",
      "Epoch 627/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0945 - mse: 0.0945\n",
      "Epoch 628/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0944 - mse: 0.0944\n",
      "Epoch 629/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0943 - mse: 0.0943\n",
      "Epoch 630/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0941 - mse: 0.0941\n",
      "Epoch 631/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0940 - mse: 0.0940\n",
      "Epoch 632/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0939 - mse: 0.0939\n",
      "Epoch 633/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0938 - mse: 0.0938\n",
      "Epoch 634/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0937 - mse: 0.0937\n",
      "Epoch 635/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0935 - mse: 0.0935\n",
      "Epoch 636/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0934 - mse: 0.0934\n",
      "Epoch 637/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0933 - mse: 0.0933\n",
      "Epoch 638/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0932 - mse: 0.0932\n",
      "Epoch 639/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0931 - mse: 0.0931\n",
      "Epoch 640/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0929 - mse: 0.0929\n",
      "Epoch 641/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0928 - mse: 0.0928\n",
      "Epoch 642/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0927 - mse: 0.0927\n",
      "Epoch 643/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0926 - mse: 0.0926\n",
      "Epoch 644/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0924 - mse: 0.0924\n",
      "Epoch 645/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0923 - mse: 0.0923\n",
      "Epoch 646/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0922 - mse: 0.0922\n",
      "Epoch 647/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0921 - mse: 0.0921\n",
      "Epoch 648/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0919 - mse: 0.0919\n",
      "Epoch 649/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0918 - mse: 0.0918\n",
      "Epoch 650/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0917 - mse: 0.0917\n",
      "Epoch 651/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0916 - mse: 0.0916\n",
      "Epoch 652/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0915 - mse: 0.0915\n",
      "Epoch 653/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0913 - mse: 0.0913\n",
      "Epoch 654/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0912 - mse: 0.0912\n",
      "Epoch 655/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0911 - mse: 0.0911\n",
      "Epoch 656/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0910 - mse: 0.0910\n",
      "Epoch 657/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0908 - mse: 0.0908\n",
      "Epoch 658/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0907 - mse: 0.0907\n",
      "Epoch 659/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0906 - mse: 0.0906\n",
      "Epoch 660/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0905 - mse: 0.0905\n",
      "Epoch 661/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0904 - mse: 0.0904\n",
      "Epoch 662/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0902 - mse: 0.0902\n",
      "Epoch 663/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0901 - mse: 0.0901\n",
      "Epoch 664/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0900 - mse: 0.0900\n",
      "Epoch 665/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0899 - mse: 0.0899\n",
      "Epoch 666/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0898 - mse: 0.0898\n",
      "Epoch 667/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0896 - mse: 0.0896\n",
      "Epoch 668/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0895 - mse: 0.0895\n",
      "Epoch 669/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0894 - mse: 0.0894\n",
      "Epoch 670/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0893 - mse: 0.0893\n",
      "Epoch 671/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0891 - mse: 0.0891\n",
      "Epoch 672/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0890 - mse: 0.0890\n",
      "Epoch 673/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0889 - mse: 0.0889\n",
      "Epoch 674/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0888 - mse: 0.0888\n",
      "Epoch 675/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0886 - mse: 0.0886\n",
      "Epoch 676/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0885 - mse: 0.0885\n",
      "Epoch 677/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0884 - mse: 0.0884\n",
      "Epoch 678/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0883 - mse: 0.0883\n",
      "Epoch 679/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0881 - mse: 0.0881\n",
      "Epoch 680/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0880 - mse: 0.0880\n",
      "Epoch 681/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0879 - mse: 0.0879\n",
      "Epoch 682/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0878 - mse: 0.0878\n",
      "Epoch 683/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0877 - mse: 0.0877\n",
      "Epoch 684/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0875 - mse: 0.0875\n",
      "Epoch 685/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0874 - mse: 0.0874\n",
      "Epoch 686/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0873 - mse: 0.0873\n",
      "Epoch 687/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0872 - mse: 0.0872\n",
      "Epoch 688/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0870 - mse: 0.0870\n",
      "Epoch 689/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0869 - mse: 0.0869\n",
      "Epoch 690/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0868 - mse: 0.0868\n",
      "Epoch 691/800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0867 - mse: 0.0867\n",
      "Epoch 692/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0866 - mse: 0.0866\n",
      "Epoch 693/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0864 - mse: 0.0864\n",
      "Epoch 694/800\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 0.0863 - mse: 0.0863\n",
      "Epoch 695/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0862 - mse: 0.0862\n",
      "Epoch 696/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0861 - mse: 0.0861\n",
      "Epoch 697/800\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 0.0860 - mse: 0.0860\n",
      "Epoch 698/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0858 - mse: 0.0858\n",
      "Epoch 699/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0857 - mse: 0.0857\n",
      "Epoch 700/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0856 - mse: 0.0856\n",
      "Epoch 701/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0855 - mse: 0.0855\n",
      "Epoch 702/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0853 - mse: 0.0853\n",
      "Epoch 703/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0852 - mse: 0.0852\n",
      "Epoch 704/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0851 - mse: 0.0851\n",
      "Epoch 705/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0850 - mse: 0.0850\n",
      "Epoch 706/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0849 - mse: 0.0849\n",
      "Epoch 707/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0848 - mse: 0.0848\n",
      "Epoch 708/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0846 - mse: 0.0846\n",
      "Epoch 709/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0845 - mse: 0.0845\n",
      "Epoch 710/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0844 - mse: 0.0844\n",
      "Epoch 711/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0842 - mse: 0.0842\n",
      "Epoch 712/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0841 - mse: 0.0841\n",
      "Epoch 713/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0840 - mse: 0.0840\n",
      "Epoch 714/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0839 - mse: 0.0839\n",
      "Epoch 715/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0838 - mse: 0.0838\n",
      "Epoch 716/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0836 - mse: 0.0836\n",
      "Epoch 717/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0835 - mse: 0.0835\n",
      "Epoch 718/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0834 - mse: 0.0834\n",
      "Epoch 719/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0833 - mse: 0.0833\n",
      "Epoch 720/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0831 - mse: 0.0831\n",
      "Epoch 721/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0830 - mse: 0.0830\n",
      "Epoch 722/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0829 - mse: 0.0829\n",
      "Epoch 723/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0828 - mse: 0.0828\n",
      "Epoch 724/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0827 - mse: 0.0827\n",
      "Epoch 725/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0825 - mse: 0.0825\n",
      "Epoch 726/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0824 - mse: 0.0824\n",
      "Epoch 727/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0823 - mse: 0.0823\n",
      "Epoch 728/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0822 - mse: 0.0822\n",
      "Epoch 729/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0820 - mse: 0.0820\n",
      "Epoch 730/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0819 - mse: 0.0819\n",
      "Epoch 731/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0818 - mse: 0.0818\n",
      "Epoch 732/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0817 - mse: 0.0817\n",
      "Epoch 733/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0816 - mse: 0.0816\n",
      "Epoch 734/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0814 - mse: 0.0814\n",
      "Epoch 735/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0813 - mse: 0.0813\n",
      "Epoch 736/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0812 - mse: 0.0812\n",
      "Epoch 737/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0811 - mse: 0.0811\n",
      "Epoch 738/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0809 - mse: 0.0809\n",
      "Epoch 739/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0808 - mse: 0.0808\n",
      "Epoch 740/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0807 - mse: 0.0807\n",
      "Epoch 741/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0806 - mse: 0.0806\n",
      "Epoch 742/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0805 - mse: 0.0805\n",
      "Epoch 743/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0803 - mse: 0.0803\n",
      "Epoch 744/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0802 - mse: 0.0802\n",
      "Epoch 745/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0801 - mse: 0.0801\n",
      "Epoch 746/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0800 - mse: 0.0800\n",
      "Epoch 747/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0799 - mse: 0.0799\n",
      "Epoch 748/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0798 - mse: 0.0798\n",
      "Epoch 749/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0796 - mse: 0.0796\n",
      "Epoch 750/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0795 - mse: 0.0795\n",
      "Epoch 751/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0794 - mse: 0.0794\n",
      "Epoch 752/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0793 - mse: 0.0793\n",
      "Epoch 753/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0791 - mse: 0.0791\n",
      "Epoch 754/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0790 - mse: 0.0790\n",
      "Epoch 755/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0789 - mse: 0.0789\n",
      "Epoch 756/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0788 - mse: 0.0788\n",
      "Epoch 757/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0787 - mse: 0.0787\n",
      "Epoch 758/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0785 - mse: 0.0785\n",
      "Epoch 759/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0784 - mse: 0.0784\n",
      "Epoch 760/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0783 - mse: 0.0783\n",
      "Epoch 761/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0782 - mse: 0.0782\n",
      "Epoch 762/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0781 - mse: 0.0781\n",
      "Epoch 763/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0779 - mse: 0.0779\n",
      "Epoch 764/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0778 - mse: 0.0778\n",
      "Epoch 765/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0777 - mse: 0.0777\n",
      "Epoch 766/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0776 - mse: 0.0776\n",
      "Epoch 767/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0775 - mse: 0.0775\n",
      "Epoch 768/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0774 - mse: 0.0774\n",
      "Epoch 769/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0772 - mse: 0.0772\n",
      "Epoch 770/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0771 - mse: 0.0771\n",
      "Epoch 771/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0770 - mse: 0.0770\n",
      "Epoch 772/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0769 - mse: 0.0769\n",
      "Epoch 773/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0768 - mse: 0.0768\n",
      "Epoch 774/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0766 - mse: 0.0766\n",
      "Epoch 775/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0765 - mse: 0.0765\n",
      "Epoch 776/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0764 - mse: 0.0764\n",
      "Epoch 777/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0763 - mse: 0.0763\n",
      "Epoch 778/800\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0762 - mse: 0.0762\n",
      "Epoch 779/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0760 - mse: 0.0760\n",
      "Epoch 780/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0759 - mse: 0.0759\n",
      "Epoch 781/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0758 - mse: 0.0758\n",
      "Epoch 782/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0757 - mse: 0.0757\n",
      "Epoch 783/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0756 - mse: 0.0756\n",
      "Epoch 784/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0755 - mse: 0.0755\n",
      "Epoch 785/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0753 - mse: 0.0753\n",
      "Epoch 786/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0752 - mse: 0.0752\n",
      "Epoch 787/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0751 - mse: 0.0751\n",
      "Epoch 788/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0750 - mse: 0.0750\n",
      "Epoch 789/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0748 - mse: 0.0748\n",
      "Epoch 790/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0747 - mse: 0.0747\n",
      "Epoch 791/800\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 0.0746 - mse: 0.0746\n",
      "Epoch 792/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0745 - mse: 0.0745\n",
      "Epoch 793/800\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 0.0744 - mse: 0.0744\n",
      "Epoch 794/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0743 - mse: 0.0743\n",
      "Epoch 795/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0741 - mse: 0.0741\n",
      "Epoch 796/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0740 - mse: 0.0740\n",
      "Epoch 797/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0739 - mse: 0.0739\n",
      "Epoch 798/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0738 - mse: 0.0738\n",
      "Epoch 799/800\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 0.0737 - mse: 0.0737\n",
      "Epoch 800/800\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 0.0736 - mse: 0.0736\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<tensorflow.python.keras.callbacks.History at 0x2147e21f7b8>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.fit(X, y, epochs=800)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "4c4cca52",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[array([[1.9840288]], dtype=float32), array([1.5341549], dtype=float32)]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.get_weights()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "917d0f4c",
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred = model.predict(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "d6e81961",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(X, y)\n",
    "plt.plot(X, y_pred, color='red')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "17d55bc9",
   "metadata": {},
   "source": [
    "PERFECT PREDICTIONS!"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b4a222d",
   "metadata": {},
   "source": [
    "### 2. Testing on non-linear data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "91b4dd9f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def non_linear(X):\n",
    "    return 2*X**2 + 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "dcd9ec52",
   "metadata": {},
   "outputs": [],
   "source": [
    "X = np.arange(0, 51)\n",
    "y = non_linear(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "0ec9fd63",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16,\n",
       "       17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33,\n",
       "       34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50])"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "d5b04e92",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([   1,    3,    9,   19,   33,   51,   73,   99,  129,  163,  201,\n",
       "        243,  289,  339,  393,  451,  513,  579,  649,  723,  801,  883,\n",
       "        969, 1059, 1153, 1251, 1353, 1459, 1569, 1683, 1801, 1923, 2049,\n",
       "       2179, 2313, 2451, 2593, 2739, 2889, 3043, 3201, 3363, 3529, 3699,\n",
       "       3873, 4051, 4233, 4419, 4609, 4803, 5001], dtype=int32)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "0bab980a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x21501964390>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(X, y)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "c7a10b43",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = tf.keras.Sequential([\n",
    "    tf.keras.layers.Dense(64),\n",
    "    tf.keras.layers.Dense(64),\n",
    "    tf.keras.layers.Dense(1)\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "bd76fb39",
   "metadata": {},
   "outputs": [],
   "source": [
    "model.compile(\n",
    "    optimizer='adam',\n",
    "    loss='mse',\n",
    "    metrics=['mse']\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "bcc44f7a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/3500\n",
      "2/2 [==============================] - 1s 8ms/step - loss: 5128295.0000 - mse: 5128295.0000\n",
      "Epoch 2/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 5098756.5000 - mse: 5098756.5000\n",
      "Epoch 3/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 5069173.5000 - mse: 5069173.5000\n",
      "Epoch 4/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 5038770.0000 - mse: 5038770.0000\n",
      "Epoch 5/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 5009031.0000 - mse: 5009031.0000\n",
      "Epoch 6/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4978956.0000 - mse: 4978956.0000\n",
      "Epoch 7/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 4947861.0000 - mse: 4947861.0000\n",
      "Epoch 8/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4915160.5000 - mse: 4915160.5000\n",
      "Epoch 9/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 4885176.0000 - mse: 4885176.0000\n",
      "Epoch 10/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4850913.5000 - mse: 4850913.5000\n",
      "Epoch 11/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4814628.5000 - mse: 4814628.5000\n",
      "Epoch 12/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 4778078.5000 - mse: 4778078.5000\n",
      "Epoch 13/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4743888.5000 - mse: 4743888.5000\n",
      "Epoch 14/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 4704233.5000 - mse: 4704233.5000\n",
      "Epoch 15/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 4663290.5000 - mse: 4663290.5000\n",
      "Epoch 16/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4623721.5000 - mse: 4623721.5000\n",
      "Epoch 17/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4578100.5000 - mse: 4578100.5000\n",
      "Epoch 18/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 4536203.0000 - mse: 4536203.5000\n",
      "Epoch 19/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 4486141.0000 - mse: 4486141.0000\n",
      "Epoch 20/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 4434554.5000 - mse: 4434554.5000\n",
      "Epoch 21/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 4382987.0000 - mse: 4382987.0000\n",
      "Epoch 22/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4329973.0000 - mse: 4329973.0000\n",
      "Epoch 23/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 4276920.0000 - mse: 4276920.0000\n",
      "Epoch 24/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4215537.5000 - mse: 4215537.5000\n",
      "Epoch 25/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 4155092.7500 - mse: 4155092.7500\n",
      "Epoch 26/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 4090940.7500 - mse: 4090940.7500\n",
      "Epoch 27/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4024386.0000 - mse: 4024386.0000\n",
      "Epoch 28/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3959752.2500 - mse: 3959752.2500\n",
      "Epoch 29/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3881801.7500 - mse: 3881801.7500\n",
      "Epoch 30/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3812080.7500 - mse: 3812080.7500\n",
      "Epoch 31/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 3730413.7500 - mse: 3730413.7500\n",
      "Epoch 32/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3658588.2500 - mse: 3658588.2500\n",
      "Epoch 33/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 3571913.5000 - mse: 3571913.5000\n",
      "Epoch 34/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 3488661.7500 - mse: 3488661.7500\n",
      "Epoch 35/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3401887.0000 - mse: 3401886.7500\n",
      "Epoch 36/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3310732.7500 - mse: 3310732.7500\n",
      "Epoch 37/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3220581.0000 - mse: 3220581.0000\n",
      "Epoch 38/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 3119079.7500 - mse: 3119079.7500\n",
      "Epoch 39/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3021116.2500 - mse: 3021116.2500\n",
      "Epoch 40/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 2934087.5000 - mse: 2934087.5000\n",
      "Epoch 41/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 2821827.5000 - mse: 2821827.5000\n",
      "Epoch 42/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 2727683.2500 - mse: 2727683.2500\n",
      "Epoch 43/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 2612517.2500 - mse: 2612517.2500\n",
      "Epoch 44/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 2520949.0000 - mse: 2520949.0000\n",
      "Epoch 45/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 2411085.0000 - mse: 2411085.0000\n",
      "Epoch 46/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 2303741.2500 - mse: 2303741.2500\n",
      "Epoch 47/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 2201846.5000 - mse: 2201846.5000\n",
      "Epoch 48/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 2088169.1250 - mse: 2088169.1250\n",
      "Epoch 49/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1989709.3750 - mse: 1989709.3750\n",
      "Epoch 50/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1892570.0000 - mse: 1892570.0000\n",
      "Epoch 51/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 1787568.3750 - mse: 1787568.3750\n",
      "Epoch 52/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1683087.6250 - mse: 1683087.6250\n",
      "Epoch 53/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1579999.6250 - mse: 1579999.6250\n",
      "Epoch 54/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1490291.8750 - mse: 1490291.8750\n",
      "Epoch 55/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1394927.8750 - mse: 1394927.8750\n",
      "Epoch 56/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1315390.2500 - mse: 1315390.2500\n",
      "Epoch 57/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1208789.3750 - mse: 1208789.3750\n",
      "Epoch 58/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1133604.7500 - mse: 1133604.7500\n",
      "Epoch 59/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 1052663.5000 - mse: 1052663.5000\n",
      "Epoch 60/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 974394.1875 - mse: 974394.1875\n",
      "Epoch 61/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 912018.4375 - mse: 912018.4375\n",
      "Epoch 62/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 834628.5625 - mse: 834628.5625\n",
      "Epoch 63/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 764176.0625 - mse: 764176.0625\n",
      "Epoch 64/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 720028.1875 - mse: 720028.1875\n",
      "Epoch 65/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 652932.8125 - mse: 652932.8125\n",
      "Epoch 66/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 611573.5000 - mse: 611573.5000\n",
      "Epoch 67/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 569628.9375 - mse: 569628.9375\n",
      "Epoch 68/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 523659.8438 - mse: 523659.8438\n",
      "Epoch 69/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 497515.5312 - mse: 497515.5312\n",
      "Epoch 70/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 462726.7188 - mse: 462726.7188\n",
      "Epoch 71/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 437319.8438 - mse: 437319.8438\n",
      "Epoch 72/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 416806.9688 - mse: 416806.9688\n",
      "Epoch 73/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 397815.5000 - mse: 397815.5000\n",
      "Epoch 74/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 385106.0938 - mse: 385106.0938\n",
      "Epoch 75/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 370967.2812 - mse: 370967.2812\n",
      "Epoch 76/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 359949.7500 - mse: 359949.7500\n",
      "Epoch 77/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 356557.0938 - mse: 356557.0938\n",
      "Epoch 78/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 6ms/step - loss: 348623.6875 - mse: 348623.6875\n",
      "Epoch 79/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 343527.8125 - mse: 343527.8125\n",
      "Epoch 80/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 342088.2500 - mse: 342088.2500\n",
      "Epoch 81/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 340199.7500 - mse: 340199.7500\n",
      "Epoch 82/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 339032.5000 - mse: 339032.5000\n",
      "Epoch 83/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 338937.7188 - mse: 338937.7188\n",
      "Epoch 84/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 338203.7500 - mse: 338203.7500\n",
      "Epoch 85/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 337889.6562 - mse: 337889.6562\n",
      "Epoch 86/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 338442.1562 - mse: 338442.1562\n",
      "Epoch 87/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 338498.8750 - mse: 338498.8750\n",
      "Epoch 88/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 338395.0625 - mse: 338395.0625\n",
      "Epoch 89/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 338625.5000 - mse: 338625.5000\n",
      "Epoch 90/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 338292.9062 - mse: 338292.9062\n",
      "Epoch 91/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 338067.3438 - mse: 338067.3438\n",
      "Epoch 92/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 337817.5312 - mse: 337817.5312\n",
      "Epoch 93/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 337543.2500 - mse: 337543.2500\n",
      "Epoch 94/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 337264.7500 - mse: 337264.7500\n",
      "Epoch 95/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 337000.7188 - mse: 337000.7188\n",
      "Epoch 96/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 336782.7812 - mse: 336782.7812\n",
      "Epoch 97/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 336510.7500 - mse: 336510.7500\n",
      "Epoch 98/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 336806.1250 - mse: 336806.1250\n",
      "Epoch 99/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 336195.8438 - mse: 336195.8438\n",
      "Epoch 100/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 336049.9688 - mse: 336049.9688\n",
      "Epoch 101/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 335851.2812 - mse: 335851.2812\n",
      "Epoch 102/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 335643.3438 - mse: 335643.3438\n",
      "Epoch 103/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 335474.9688 - mse: 335474.9688\n",
      "Epoch 104/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 335261.7188 - mse: 335261.7188\n",
      "Epoch 105/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 335119.3750 - mse: 335119.3750\n",
      "Epoch 106/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 334953.4062 - mse: 334953.4062\n",
      "Epoch 107/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 335284.5625 - mse: 335284.5625\n",
      "Epoch 108/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 334787.3750 - mse: 334787.3750\n",
      "Epoch 109/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 334626.9062 - mse: 334626.9062\n",
      "Epoch 110/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 334449.9688 - mse: 334449.9688\n",
      "Epoch 111/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 334347.1250 - mse: 334347.1250\n",
      "Epoch 112/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 334257.0938 - mse: 334257.0938\n",
      "Epoch 113/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 334138.3125 - mse: 334138.3125\n",
      "Epoch 114/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 333831.5938 - mse: 333831.5938\n",
      "Epoch 115/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 333686.0000 - mse: 333686.0000\n",
      "Epoch 116/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 333535.6562 - mse: 333535.6562\n",
      "Epoch 117/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 333386.8750 - mse: 333386.9062\n",
      "Epoch 118/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 333214.9688 - mse: 333214.9688\n",
      "Epoch 119/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 333068.1562 - mse: 333068.1562\n",
      "Epoch 120/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 332950.0312 - mse: 332950.0312\n",
      "Epoch 121/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 332761.9688 - mse: 332761.9688\n",
      "Epoch 122/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 332623.5938 - mse: 332623.5938\n",
      "Epoch 123/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 332511.2188 - mse: 332511.2188\n",
      "Epoch 124/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 332301.7188 - mse: 332301.7188\n",
      "Epoch 125/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 332142.0312 - mse: 332142.0312\n",
      "Epoch 126/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 331989.5312 - mse: 331989.5312\n",
      "Epoch 127/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 331852.1875 - mse: 331852.1875\n",
      "Epoch 128/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 331755.9062 - mse: 331755.9062\n",
      "Epoch 129/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 331601.5625 - mse: 331601.5625\n",
      "Epoch 130/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 331398.0000 - mse: 331398.0000\n",
      "Epoch 131/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 331219.6875 - mse: 331219.6875\n",
      "Epoch 132/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 331073.5312 - mse: 331073.5312\n",
      "Epoch 133/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 330942.9375 - mse: 330942.9375\n",
      "Epoch 134/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 330811.1875 - mse: 330811.1875\n",
      "Epoch 135/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 330705.0312 - mse: 330705.0312\n",
      "Epoch 136/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 330456.1250 - mse: 330456.1250\n",
      "Epoch 137/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 330264.1562 - mse: 330264.1562\n",
      "Epoch 138/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 330583.7500 - mse: 330583.7500\n",
      "Epoch 139/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 330028.5000 - mse: 330028.5000\n",
      "Epoch 140/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 329898.1562 - mse: 329898.1562\n",
      "Epoch 141/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 329746.1875 - mse: 329746.1875\n",
      "Epoch 142/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 329611.5312 - mse: 329611.5312\n",
      "Epoch 143/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 329414.2812 - mse: 329414.2812\n",
      "Epoch 144/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 329227.4062 - mse: 329227.4062\n",
      "Epoch 145/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 329044.5625 - mse: 329044.5625\n",
      "Epoch 146/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 329126.5000 - mse: 329126.5000\n",
      "Epoch 147/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 328815.8750 - mse: 328815.8750\n",
      "Epoch 148/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 328581.6562 - mse: 328581.6875\n",
      "Epoch 149/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 328411.0625 - mse: 328411.0625\n",
      "Epoch 150/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 328288.7188 - mse: 328288.7188\n",
      "Epoch 151/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 328124.1562 - mse: 328124.1250\n",
      "Epoch 152/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 327988.5625 - mse: 327988.5625\n",
      "Epoch 153/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 328020.3438 - mse: 328020.3438\n",
      "Epoch 154/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 327944.5000 - mse: 327944.5000\n",
      "Epoch 155/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 327485.7500 - mse: 327485.7500\n",
      "Epoch 156/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 9ms/step - loss: 327326.6562 - mse: 327326.6562\n",
      "Epoch 157/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 327198.3438 - mse: 327198.3438\n",
      "Epoch 158/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 327004.5938 - mse: 327004.5938\n",
      "Epoch 159/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 326858.4375 - mse: 326858.4375\n",
      "Epoch 160/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 326688.8750 - mse: 326688.8750\n",
      "Epoch 161/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 326587.2812 - mse: 326587.2812\n",
      "Epoch 162/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 326434.1562 - mse: 326434.1562\n",
      "Epoch 163/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 326243.6562 - mse: 326243.6562\n",
      "Epoch 164/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 326165.7812 - mse: 326165.7812\n",
      "Epoch 165/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 326021.4062 - mse: 326021.4062\n",
      "Epoch 166/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 325763.0938 - mse: 325763.0938\n",
      "Epoch 167/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 325647.8125 - mse: 325647.8125\n",
      "Epoch 168/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 325565.1875 - mse: 325565.1875\n",
      "Epoch 169/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 325345.4688 - mse: 325345.4375\n",
      "Epoch 170/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 325379.1875 - mse: 325379.1875\n",
      "Epoch 171/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 325043.8125 - mse: 325043.8125\n",
      "Epoch 172/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 324852.7188 - mse: 324852.7188\n",
      "Epoch 173/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 324723.9375 - mse: 324723.9375\n",
      "Epoch 174/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 324511.3750 - mse: 324511.3750\n",
      "Epoch 175/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 324389.9062 - mse: 324389.9062\n",
      "Epoch 176/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 324591.4375 - mse: 324591.4375\n",
      "Epoch 177/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 324019.8125 - mse: 324019.7812\n",
      "Epoch 178/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 323807.2812 - mse: 323807.2812\n",
      "Epoch 179/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 323861.0938 - mse: 323861.0938\n",
      "Epoch 180/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 323488.7812 - mse: 323488.7500\n",
      "Epoch 181/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 323369.7500 - mse: 323369.7500\n",
      "Epoch 182/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 323299.5312 - mse: 323299.5312\n",
      "Epoch 183/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 323082.4375 - mse: 323082.4375\n",
      "Epoch 184/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 323057.3750 - mse: 323057.3750\n",
      "Epoch 185/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 322708.1250 - mse: 322708.1250\n",
      "Epoch 186/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 322532.7188 - mse: 322532.7188\n",
      "Epoch 187/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 322377.6562 - mse: 322377.6562\n",
      "Epoch 188/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 322213.5938 - mse: 322213.5938\n",
      "Epoch 189/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 322088.2500 - mse: 322088.2500\n",
      "Epoch 190/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 321893.2812 - mse: 321893.2812\n",
      "Epoch 191/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 321730.7812 - mse: 321730.7812\n",
      "Epoch 192/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 321631.6875 - mse: 321631.6875\n",
      "Epoch 193/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 321558.6562 - mse: 321558.6562\n",
      "Epoch 194/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 321893.5000 - mse: 321893.5000\n",
      "Epoch 195/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 321140.8750 - mse: 321140.8750\n",
      "Epoch 196/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 320953.2812 - mse: 320953.2812\n",
      "Epoch 197/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 320786.5000 - mse: 320786.5000\n",
      "Epoch 198/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 320659.9062 - mse: 320659.8750\n",
      "Epoch 199/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 320471.1875 - mse: 320471.1875\n",
      "Epoch 200/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 320302.7500 - mse: 320302.7500\n",
      "Epoch 201/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 320150.1562 - mse: 320150.1562\n",
      "Epoch 202/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 319978.6562 - mse: 319978.6562\n",
      "Epoch 203/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 319802.8438 - mse: 319802.8438\n",
      "Epoch 204/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 319776.2812 - mse: 319776.2812\n",
      "Epoch 205/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 319431.1250 - mse: 319431.1250\n",
      "Epoch 206/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 319334.2812 - mse: 319334.2812\n",
      "Epoch 207/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 319092.1250 - mse: 319092.1250\n",
      "Epoch 208/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 319022.1875 - mse: 319022.1875\n",
      "Epoch 209/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 319062.1562 - mse: 319062.1562\n",
      "Epoch 210/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 318607.9062 - mse: 318607.9062\n",
      "Epoch 211/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 318436.4062 - mse: 318436.4062\n",
      "Epoch 212/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 318300.0312 - mse: 318300.0312\n",
      "Epoch 213/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 318098.5938 - mse: 318098.5938\n",
      "Epoch 214/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 317959.0312 - mse: 317959.0312\n",
      "Epoch 215/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 317820.7812 - mse: 317820.7812\n",
      "Epoch 216/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 317662.4375 - mse: 317662.4375\n",
      "Epoch 217/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 317487.6875 - mse: 317487.6875\n",
      "Epoch 218/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 317474.8750 - mse: 317474.8750\n",
      "Epoch 219/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 317130.6562 - mse: 317130.6562\n",
      "Epoch 220/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 316989.8125 - mse: 316989.8125\n",
      "Epoch 221/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 316872.0938 - mse: 316872.0938\n",
      "Epoch 222/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 316795.2500 - mse: 316795.2500\n",
      "Epoch 223/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 316634.1250 - mse: 316634.1250\n",
      "Epoch 224/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 316579.0938 - mse: 316579.0938\n",
      "Epoch 225/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 316532.0312 - mse: 316532.0312\n",
      "Epoch 226/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 316219.9062 - mse: 316219.9062\n",
      "Epoch 227/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 316155.7500 - mse: 316155.7500\n",
      "Epoch 228/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 315877.3750 - mse: 315877.3750\n",
      "Epoch 229/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 315919.1875 - mse: 315919.1875\n",
      "Epoch 230/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 315410.0312 - mse: 315410.0312\n",
      "Epoch 231/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 315194.1250 - mse: 315194.1250\n",
      "Epoch 232/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 315026.5312 - mse: 315026.5312\n",
      "Epoch 233/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 314821.1875 - mse: 314821.1875\n",
      "Epoch 234/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 7ms/step - loss: 314728.0938 - mse: 314728.0938\n",
      "Epoch 235/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 314526.9688 - mse: 314526.9688\n",
      "Epoch 236/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 314348.5938 - mse: 314348.5938\n",
      "Epoch 237/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 314231.4062 - mse: 314231.4062\n",
      "Epoch 238/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 314030.4688 - mse: 314030.4688\n",
      "Epoch 239/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 313861.6250 - mse: 313861.6250\n",
      "Epoch 240/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 313696.6562 - mse: 313696.6562\n",
      "Epoch 241/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 313535.4062 - mse: 313535.4062\n",
      "Epoch 242/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 313441.8438 - mse: 313441.8438\n",
      "Epoch 243/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 313333.2812 - mse: 313333.2812\n",
      "Epoch 244/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 313017.0938 - mse: 313017.0938\n",
      "Epoch 245/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 312879.7812 - mse: 312879.7812\n",
      "Epoch 246/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 312711.2500 - mse: 312711.2500\n",
      "Epoch 247/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 312528.2500 - mse: 312528.2500\n",
      "Epoch 248/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 312598.9688 - mse: 312598.9688\n",
      "Epoch 249/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 312195.0938 - mse: 312195.0938\n",
      "Epoch 250/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 312027.8750 - mse: 312027.8750\n",
      "Epoch 251/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 312084.9688 - mse: 312084.9688\n",
      "Epoch 252/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 311672.7812 - mse: 311672.7812\n",
      "Epoch 253/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 311439.2812 - mse: 311439.2812\n",
      "Epoch 254/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 311438.6562 - mse: 311438.6562\n",
      "Epoch 255/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 311395.2812 - mse: 311395.2812\n",
      "Epoch 256/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 311110.4062 - mse: 311110.4062\n",
      "Epoch 257/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 310933.9062 - mse: 310933.8750\n",
      "Epoch 258/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 310780.0000 - mse: 310780.0000\n",
      "Epoch 259/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 310538.3750 - mse: 310538.3750\n",
      "Epoch 260/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 310414.1250 - mse: 310414.1250\n",
      "Epoch 261/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 310207.9688 - mse: 310207.9688\n",
      "Epoch 262/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 310040.4062 - mse: 310040.4062\n",
      "Epoch 263/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 310001.5938 - mse: 310001.5938\n",
      "Epoch 264/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 309607.6875 - mse: 309607.6875\n",
      "Epoch 265/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 309421.2500 - mse: 309421.2500\n",
      "Epoch 266/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 309365.5000 - mse: 309365.5000\n",
      "Epoch 267/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 309177.1875 - mse: 309177.1875\n",
      "Epoch 268/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 308924.7812 - mse: 308924.7812\n",
      "Epoch 269/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 308786.8750 - mse: 308786.8750\n",
      "Epoch 270/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 309051.8750 - mse: 309051.8750\n",
      "Epoch 271/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 308537.0938 - mse: 308537.0938\n",
      "Epoch 272/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 308409.4375 - mse: 308409.4375\n",
      "Epoch 273/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 308209.8438 - mse: 308209.8438\n",
      "Epoch 274/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 308055.4062 - mse: 308055.4062\n",
      "Epoch 275/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 308355.6562 - mse: 308355.6562\n",
      "Epoch 276/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 307691.9062 - mse: 307691.9062\n",
      "Epoch 277/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 307616.3125 - mse: 307616.3125\n",
      "Epoch 278/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 307337.9688 - mse: 307337.9688\n",
      "Epoch 279/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 307084.4375 - mse: 307084.4375\n",
      "Epoch 280/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 306818.6250 - mse: 306818.6250\n",
      "Epoch 281/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 306929.3438 - mse: 306929.3750\n",
      "Epoch 282/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 306718.9062 - mse: 306718.9062\n",
      "Epoch 283/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 306413.6250 - mse: 306413.6250\n",
      "Epoch 284/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 306306.2500 - mse: 306306.2500\n",
      "Epoch 285/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 306142.2812 - mse: 306142.2812\n",
      "Epoch 286/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 306038.7500 - mse: 306038.7500\n",
      "Epoch 287/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 305899.5625 - mse: 305899.5625\n",
      "Epoch 288/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 305518.7188 - mse: 305518.7188\n",
      "Epoch 289/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 305303.8125 - mse: 305303.8125\n",
      "Epoch 290/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 305219.6875 - mse: 305219.6875\n",
      "Epoch 291/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 305054.7188 - mse: 305054.7188\n",
      "Epoch 292/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 304912.1562 - mse: 304912.1250\n",
      "Epoch 293/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 304773.4375 - mse: 304773.4375\n",
      "Epoch 294/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 304627.5625 - mse: 304627.5625\n",
      "Epoch 295/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 304376.6250 - mse: 304376.6562\n",
      "Epoch 296/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 304223.0312 - mse: 304223.0312\n",
      "Epoch 297/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 304062.4062 - mse: 304062.4062\n",
      "Epoch 298/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 303940.4062 - mse: 303940.4062\n",
      "Epoch 299/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 303914.0938 - mse: 303914.0938\n",
      "Epoch 300/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 303569.4688 - mse: 303569.4688\n",
      "Epoch 301/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 303354.9688 - mse: 303354.9688\n",
      "Epoch 302/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 303176.7500 - mse: 303176.7500\n",
      "Epoch 303/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 303026.2812 - mse: 303026.2812\n",
      "Epoch 304/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 302860.5000 - mse: 302860.5000\n",
      "Epoch 305/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 302956.4062 - mse: 302956.4062\n",
      "Epoch 306/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 302597.8125 - mse: 302597.8125\n",
      "Epoch 307/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 302369.5000 - mse: 302369.5000\n",
      "Epoch 308/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 302441.0312 - mse: 302441.0312\n",
      "Epoch 309/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 301921.3750 - mse: 301921.3750\n",
      "Epoch 310/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 301791.5312 - mse: 301791.5312\n",
      "Epoch 311/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 301626.3438 - mse: 301626.3438\n",
      "Epoch 312/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 301363.2812 - mse: 301363.2812\n",
      "Epoch 313/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 301207.1250 - mse: 301207.1250\n",
      "Epoch 314/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 301057.9062 - mse: 301057.9062\n",
      "Epoch 315/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 301002.3438 - mse: 301002.3438\n",
      "Epoch 316/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 300797.8125 - mse: 300797.8125\n",
      "Epoch 317/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 300873.0938 - mse: 300873.0938\n",
      "Epoch 318/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 300481.9062 - mse: 300481.9062\n",
      "Epoch 319/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 300234.8750 - mse: 300234.8750\n",
      "Epoch 320/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 300016.2500 - mse: 300016.2500\n",
      "Epoch 321/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 299807.2500 - mse: 299807.2188\n",
      "Epoch 322/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 299649.0938 - mse: 299649.0938\n",
      "Epoch 323/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 299525.8125 - mse: 299525.8125\n",
      "Epoch 324/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 299405.6250 - mse: 299405.6250\n",
      "Epoch 325/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 299276.9375 - mse: 299276.9375\n",
      "Epoch 326/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 298990.7188 - mse: 298990.7188\n",
      "Epoch 327/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 298738.7188 - mse: 298738.7188\n",
      "Epoch 328/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 298727.5000 - mse: 298727.5000\n",
      "Epoch 329/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 298417.0312 - mse: 298417.0312\n",
      "Epoch 330/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 298260.0312 - mse: 298260.0312\n",
      "Epoch 331/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 298050.4688 - mse: 298050.4688\n",
      "Epoch 332/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 297833.9062 - mse: 297833.9062\n",
      "Epoch 333/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 297723.8750 - mse: 297723.8750\n",
      "Epoch 334/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 297756.8125 - mse: 297756.8125\n",
      "Epoch 335/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 297546.8125 - mse: 297546.8125\n",
      "Epoch 336/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 297049.1250 - mse: 297049.1250\n",
      "Epoch 337/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 297212.5625 - mse: 297212.5625\n",
      "Epoch 338/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 297021.0312 - mse: 297021.0312\n",
      "Epoch 339/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 296845.8125 - mse: 296845.8125\n",
      "Epoch 340/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 296651.5312 - mse: 296651.5312\n",
      "Epoch 341/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 296701.4688 - mse: 296701.4688\n",
      "Epoch 342/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 296164.0938 - mse: 296164.0938\n",
      "Epoch 343/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 296017.9688 - mse: 296017.9688\n",
      "Epoch 344/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 295794.0938 - mse: 295794.0938\n",
      "Epoch 345/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 295546.5000 - mse: 295546.5000\n",
      "Epoch 346/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 295608.4062 - mse: 295608.4062\n",
      "Epoch 347/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 295114.3438 - mse: 295114.3438\n",
      "Epoch 348/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 295082.4688 - mse: 295082.4688\n",
      "Epoch 349/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 294745.0312 - mse: 294745.0312\n",
      "Epoch 350/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 294556.7500 - mse: 294556.7500\n",
      "Epoch 351/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 294374.6562 - mse: 294374.6562\n",
      "Epoch 352/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 294299.3438 - mse: 294299.3438\n",
      "Epoch 353/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 294038.9688 - mse: 294038.9688\n",
      "Epoch 354/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 294013.8125 - mse: 294013.8125\n",
      "Epoch 355/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 293769.9688 - mse: 293769.9688\n",
      "Epoch 356/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 293469.5625 - mse: 293469.5625\n",
      "Epoch 357/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 293310.1250 - mse: 293310.1250\n",
      "Epoch 358/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 293159.6875 - mse: 293159.6875\n",
      "Epoch 359/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 293104.6250 - mse: 293104.6250\n",
      "Epoch 360/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 292719.1250 - mse: 292719.1250\n",
      "Epoch 361/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 292708.5625 - mse: 292708.5625\n",
      "Epoch 362/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 292854.8125 - mse: 292854.8438\n",
      "Epoch 363/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 292501.5000 - mse: 292501.5000\n",
      "Epoch 364/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 292327.8750 - mse: 292327.8750\n",
      "Epoch 365/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 292208.0000 - mse: 292208.0000\n",
      "Epoch 366/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 291890.1562 - mse: 291890.1562\n",
      "Epoch 367/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 291704.1562 - mse: 291704.1562\n",
      "Epoch 368/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 291464.4375 - mse: 291464.4375\n",
      "Epoch 369/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 291531.2500 - mse: 291531.2500\n",
      "Epoch 370/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 290963.8125 - mse: 290963.8125\n",
      "Epoch 371/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 291192.6250 - mse: 291192.6250\n",
      "Epoch 372/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 290600.6562 - mse: 290600.6562\n",
      "Epoch 373/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 290743.2500 - mse: 290743.2500\n",
      "Epoch 374/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 290090.5938 - mse: 290090.5938\n",
      "Epoch 375/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 290204.7500 - mse: 290204.7500\n",
      "Epoch 376/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 289793.0938 - mse: 289793.0938\n",
      "Epoch 377/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 289671.8125 - mse: 289671.8125\n",
      "Epoch 378/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 289401.8438 - mse: 289401.8438\n",
      "Epoch 379/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 289214.3125 - mse: 289214.3125\n",
      "Epoch 380/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 289129.1875 - mse: 289129.1875\n",
      "Epoch 381/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 288951.5625 - mse: 288951.5625\n",
      "Epoch 382/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 288813.3438 - mse: 288813.3438\n",
      "Epoch 383/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 288472.3125 - mse: 288472.3125\n",
      "Epoch 384/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 288293.5625 - mse: 288293.5625\n",
      "Epoch 385/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 288082.9062 - mse: 288082.9062\n",
      "Epoch 386/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 287904.2500 - mse: 287904.2500\n",
      "Epoch 387/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 287698.1250 - mse: 287698.1250\n",
      "Epoch 388/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 287520.8750 - mse: 287520.8750\n",
      "Epoch 389/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 287573.9375 - mse: 287573.9375\n",
      "Epoch 390/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 287175.8750 - mse: 287175.8750\n",
      "Epoch 391/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 287012.9375 - mse: 287012.9375\n",
      "Epoch 392/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 287042.1875 - mse: 287042.1875\n",
      "Epoch 393/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 286553.6562 - mse: 286553.6562\n",
      "Epoch 394/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 286420.3750 - mse: 286420.3750\n",
      "Epoch 395/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 286295.7500 - mse: 286295.7500\n",
      "Epoch 396/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 286002.4688 - mse: 286002.4688\n",
      "Epoch 397/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 285824.1875 - mse: 285824.1875\n",
      "Epoch 398/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 285649.5938 - mse: 285649.5938\n",
      "Epoch 399/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 285651.7500 - mse: 285651.7500\n",
      "Epoch 400/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 285310.8750 - mse: 285310.8750\n",
      "Epoch 401/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 285104.0938 - mse: 285104.0938\n",
      "Epoch 402/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 284921.9375 - mse: 284921.9375\n",
      "Epoch 403/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 284650.5000 - mse: 284650.5000\n",
      "Epoch 404/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 284482.7500 - mse: 284482.7500\n",
      "Epoch 405/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 284299.6562 - mse: 284299.6562\n",
      "Epoch 406/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 284067.8438 - mse: 284067.8438\n",
      "Epoch 407/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 284216.7812 - mse: 284216.7812\n",
      "Epoch 408/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 283635.6875 - mse: 283635.6875\n",
      "Epoch 409/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 283429.2188 - mse: 283429.2188\n",
      "Epoch 410/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 283689.2188 - mse: 283689.2188\n",
      "Epoch 411/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 283140.8750 - mse: 283140.8750\n",
      "Epoch 412/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 283026.3438 - mse: 283026.3438\n",
      "Epoch 413/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 282921.5312 - mse: 282921.5312\n",
      "Epoch 414/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 282522.9375 - mse: 282522.9375\n",
      "Epoch 415/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 282325.4062 - mse: 282325.4062\n",
      "Epoch 416/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 282101.0312 - mse: 282101.0312\n",
      "Epoch 417/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 281930.8750 - mse: 281930.8750\n",
      "Epoch 418/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 281744.1562 - mse: 281744.1562\n",
      "Epoch 419/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 281437.7812 - mse: 281437.7812\n",
      "Epoch 420/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 281551.7500 - mse: 281551.7500\n",
      "Epoch 421/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 281143.0938 - mse: 281143.0938\n",
      "Epoch 422/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 281019.5000 - mse: 281019.5000\n",
      "Epoch 423/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 280764.0000 - mse: 280764.0000\n",
      "Epoch 424/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 280547.4688 - mse: 280547.4688\n",
      "Epoch 425/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 280361.8750 - mse: 280361.8750\n",
      "Epoch 426/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 280143.9688 - mse: 280143.9688\n",
      "Epoch 427/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 280127.0938 - mse: 280127.0938\n",
      "Epoch 428/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 279716.5625 - mse: 279716.5625\n",
      "Epoch 429/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 279508.1562 - mse: 279508.1562\n",
      "Epoch 430/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 279326.8125 - mse: 279326.8125\n",
      "Epoch 431/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 279107.1875 - mse: 279107.1875\n",
      "Epoch 432/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 279011.6562 - mse: 279011.6562\n",
      "Epoch 433/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 278708.0312 - mse: 278708.0312\n",
      "Epoch 434/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 278501.2500 - mse: 278501.2500\n",
      "Epoch 435/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 278343.4375 - mse: 278343.4375\n",
      "Epoch 436/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 278121.0938 - mse: 278121.0938\n",
      "Epoch 437/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 278222.4375 - mse: 278222.4375\n",
      "Epoch 438/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 277900.5938 - mse: 277900.5938\n",
      "Epoch 439/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 277610.8438 - mse: 277610.8438\n",
      "Epoch 440/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 277326.2812 - mse: 277326.2812\n",
      "Epoch 441/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 277143.3438 - mse: 277143.3438\n",
      "Epoch 442/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 277100.8125 - mse: 277100.8125\n",
      "Epoch 443/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 276635.0312 - mse: 276635.0312\n",
      "Epoch 444/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 276395.3438 - mse: 276395.3438\n",
      "Epoch 445/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 276193.7188 - mse: 276193.7188\n",
      "Epoch 446/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 276100.5625 - mse: 276100.5625\n",
      "Epoch 447/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 276135.3438 - mse: 276135.3438\n",
      "Epoch 448/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 275831.8438 - mse: 275831.8438\n",
      "Epoch 449/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 275770.3438 - mse: 275770.3438\n",
      "Epoch 450/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 275729.6562 - mse: 275729.6562\n",
      "Epoch 451/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 275334.2500 - mse: 275334.2500\n",
      "Epoch 452/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 275030.1250 - mse: 275030.1250\n",
      "Epoch 453/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 274819.4062 - mse: 274819.4062\n",
      "Epoch 454/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 274459.9062 - mse: 274459.9062\n",
      "Epoch 455/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 274192.7500 - mse: 274192.7500\n",
      "Epoch 456/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 273949.9062 - mse: 273949.9062\n",
      "Epoch 457/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 274107.7188 - mse: 274107.7188\n",
      "Epoch 458/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 273565.8750 - mse: 273565.8750\n",
      "Epoch 459/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 273646.0000 - mse: 273646.0000\n",
      "Epoch 460/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 273341.0938 - mse: 273341.0938\n",
      "Epoch 461/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 273073.8750 - mse: 273073.8750\n",
      "Epoch 462/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 272851.1250 - mse: 272851.1250\n",
      "Epoch 463/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 272576.3125 - mse: 272576.3125\n",
      "Epoch 464/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 272347.9375 - mse: 272347.9062\n",
      "Epoch 465/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 272599.6250 - mse: 272599.6250\n",
      "Epoch 466/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 271951.7188 - mse: 271951.7188\n",
      "Epoch 467/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 272081.0312 - mse: 272081.0312\n",
      "Epoch 468/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 271599.7188 - mse: 271599.6875\n",
      "Epoch 469/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 271275.7500 - mse: 271275.7500\n",
      "Epoch 470/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 271058.1562 - mse: 271058.1562\n",
      "Epoch 471/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 271375.3438 - mse: 271375.3438\n",
      "Epoch 472/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 270630.9375 - mse: 270630.9375\n",
      "Epoch 473/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 270695.0625 - mse: 270695.0625\n",
      "Epoch 474/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 270215.3438 - mse: 270215.3438\n",
      "Epoch 475/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 270001.5625 - mse: 270001.5625\n",
      "Epoch 476/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 269785.9375 - mse: 269785.9688\n",
      "Epoch 477/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 269563.7500 - mse: 269563.7500\n",
      "Epoch 478/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 269414.7500 - mse: 269414.7500\n",
      "Epoch 479/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 269189.5625 - mse: 269189.5625\n",
      "Epoch 480/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 268939.6875 - mse: 268939.6875\n",
      "Epoch 481/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 268889.5000 - mse: 268889.5000\n",
      "Epoch 482/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 268575.5625 - mse: 268575.5625\n",
      "Epoch 483/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 268464.1875 - mse: 268464.1875\n",
      "Epoch 484/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 268054.5625 - mse: 268054.5625\n",
      "Epoch 485/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 268066.3125 - mse: 268066.3125\n",
      "Epoch 486/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 267781.9062 - mse: 267781.9062\n",
      "Epoch 487/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 267419.2812 - mse: 267419.2812\n",
      "Epoch 488/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 267197.0938 - mse: 267197.0938\n",
      "Epoch 489/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 267005.3750 - mse: 267005.3750\n",
      "Epoch 490/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 266789.8125 - mse: 266789.8125\n",
      "Epoch 491/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 266621.9062 - mse: 266621.9062\n",
      "Epoch 492/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 266369.5000 - mse: 266369.5000\n",
      "Epoch 493/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 266228.8125 - mse: 266228.8125\n",
      "Epoch 494/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 266353.0312 - mse: 266353.0312\n",
      "Epoch 495/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 265782.3438 - mse: 265782.3438\n",
      "Epoch 496/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 265608.9688 - mse: 265608.9688\n",
      "Epoch 497/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 265333.0625 - mse: 265333.0625\n",
      "Epoch 498/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 265065.5000 - mse: 265065.5000\n",
      "Epoch 499/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 264915.5312 - mse: 264915.5312\n",
      "Epoch 500/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 264652.1562 - mse: 264652.1562\n",
      "Epoch 501/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 264551.5625 - mse: 264551.5625\n",
      "Epoch 502/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 264219.9375 - mse: 264219.9375\n",
      "Epoch 503/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 263998.1250 - mse: 263998.1250\n",
      "Epoch 504/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 263870.3125 - mse: 263870.3125\n",
      "Epoch 505/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 263571.6875 - mse: 263571.6875\n",
      "Epoch 506/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 263450.3125 - mse: 263450.3125\n",
      "Epoch 507/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 263401.0938 - mse: 263401.0938\n",
      "Epoch 508/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 263471.5625 - mse: 263471.5625\n",
      "Epoch 509/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 263039.0312 - mse: 263039.0312\n",
      "Epoch 510/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 262701.9062 - mse: 262701.9062\n",
      "Epoch 511/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 262392.1875 - mse: 262392.1875\n",
      "Epoch 512/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 262470.7188 - mse: 262470.7188\n",
      "Epoch 513/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 261847.4062 - mse: 261847.4375\n",
      "Epoch 514/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 262099.8438 - mse: 262099.8438\n",
      "Epoch 515/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 261341.2031 - mse: 261341.2031\n",
      "Epoch 516/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 261224.1562 - mse: 261224.1562\n",
      "Epoch 517/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 261000.7188 - mse: 261000.7031\n",
      "Epoch 518/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 260974.7812 - mse: 260974.7812\n",
      "Epoch 519/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 260619.1406 - mse: 260619.1406\n",
      "Epoch 520/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 260294.7812 - mse: 260294.7812\n",
      "Epoch 521/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 260036.3594 - mse: 260036.3594\n",
      "Epoch 522/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 259784.6250 - mse: 259784.6250\n",
      "Epoch 523/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 259558.6250 - mse: 259558.6250\n",
      "Epoch 524/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 259289.1719 - mse: 259289.1719\n",
      "Epoch 525/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 259048.1250 - mse: 259048.1250\n",
      "Epoch 526/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 258827.8594 - mse: 258827.8594\n",
      "Epoch 527/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 258733.7188 - mse: 258733.7188\n",
      "Epoch 528/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 258474.5625 - mse: 258474.5625\n",
      "Epoch 529/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 258267.7188 - mse: 258267.7188\n",
      "Epoch 530/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 258083.4375 - mse: 258083.4375\n",
      "Epoch 531/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 257989.3594 - mse: 257989.3594\n",
      "Epoch 532/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 257675.3125 - mse: 257675.3125\n",
      "Epoch 533/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 257510.8281 - mse: 257510.8281\n",
      "Epoch 534/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 257308.6094 - mse: 257308.6094\n",
      "Epoch 535/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 257150.0781 - mse: 257150.0781\n",
      "Epoch 536/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 256651.8438 - mse: 256651.8438\n",
      "Epoch 537/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 256428.7812 - mse: 256428.7812\n",
      "Epoch 538/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 256250.4375 - mse: 256250.4375\n",
      "Epoch 539/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 256583.8438 - mse: 256583.8438\n",
      "Epoch 540/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 255766.7500 - mse: 255766.7500\n",
      "Epoch 541/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 255453.2969 - mse: 255453.2969\n",
      "Epoch 542/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 255345.7656 - mse: 255345.7656\n",
      "Epoch 543/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 255052.7031 - mse: 255052.7031\n",
      "Epoch 544/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 254715.8594 - mse: 254715.8438\n",
      "Epoch 545/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 254674.4062 - mse: 254674.4062\n",
      "Epoch 546/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 254422.0000 - mse: 254422.0000\n",
      "Epoch 547/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 254222.2188 - mse: 254222.2188\n",
      "Epoch 548/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 254008.2812 - mse: 254008.2812\n",
      "Epoch 549/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 253848.1562 - mse: 253848.1562\n",
      "Epoch 550/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 253718.0469 - mse: 253718.0469\n",
      "Epoch 551/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 253535.3281 - mse: 253535.3281\n",
      "Epoch 552/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 253037.4062 - mse: 253037.4062\n",
      "Epoch 553/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 252806.9219 - mse: 252806.9219\n",
      "Epoch 554/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 252540.1250 - mse: 252540.1250\n",
      "Epoch 555/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 252304.6406 - mse: 252304.6406\n",
      "Epoch 556/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 252082.7812 - mse: 252082.7812\n",
      "Epoch 557/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 251792.5469 - mse: 251792.5469\n",
      "Epoch 558/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 251620.9219 - mse: 251620.9219\n",
      "Epoch 559/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 251301.9219 - mse: 251301.9219\n",
      "Epoch 560/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 251372.1562 - mse: 251372.1562\n",
      "Epoch 561/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 250874.3594 - mse: 250874.3594\n",
      "Epoch 562/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 250637.7812 - mse: 250637.7812\n",
      "Epoch 563/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 250414.3281 - mse: 250414.3281\n",
      "Epoch 564/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 250219.8750 - mse: 250219.8750\n",
      "Epoch 565/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 250277.7188 - mse: 250277.7188\n",
      "Epoch 566/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 249713.0938 - mse: 249713.0938\n",
      "Epoch 567/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 249658.3125 - mse: 249658.3125\n",
      "Epoch 568/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 249283.2031 - mse: 249283.2031\n",
      "Epoch 569/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 249064.4531 - mse: 249064.4531\n",
      "Epoch 570/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 248773.5625 - mse: 248773.5625\n",
      "Epoch 571/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 248746.2500 - mse: 248746.2500\n",
      "Epoch 572/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 248294.2031 - mse: 248294.2031\n",
      "Epoch 573/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 248193.2500 - mse: 248193.2500\n",
      "Epoch 574/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 247949.0781 - mse: 247949.0781\n",
      "Epoch 575/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 247746.7031 - mse: 247746.7031\n",
      "Epoch 576/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 247540.7188 - mse: 247540.7031\n",
      "Epoch 577/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 247315.5938 - mse: 247315.5938\n",
      "Epoch 578/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 247022.7188 - mse: 247022.7188\n",
      "Epoch 579/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 246798.9062 - mse: 246798.9062\n",
      "Epoch 580/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 246495.7969 - mse: 246495.7969\n",
      "Epoch 581/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 246290.2031 - mse: 246290.2031\n",
      "Epoch 582/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 246008.5469 - mse: 246008.5469\n",
      "Epoch 583/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 245704.4688 - mse: 245704.4688\n",
      "Epoch 584/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 245465.8281 - mse: 245465.8281\n",
      "Epoch 585/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 245188.4688 - mse: 245188.4688\n",
      "Epoch 586/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 244948.4531 - mse: 244948.4531\n",
      "Epoch 587/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 244944.0781 - mse: 244944.0781\n",
      "Epoch 588/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 244594.2812 - mse: 244594.2812\n",
      "Epoch 589/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 244263.8438 - mse: 244263.8438\n",
      "Epoch 590/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 243989.6250 - mse: 243989.6250\n",
      "Epoch 591/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 243748.5469 - mse: 243748.5469\n",
      "Epoch 592/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 243581.9531 - mse: 243581.9531\n",
      "Epoch 593/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 243460.5156 - mse: 243460.5156\n",
      "Epoch 594/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 243220.5156 - mse: 243220.5156\n",
      "Epoch 595/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 243095.3750 - mse: 243095.3750\n",
      "Epoch 596/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 242967.7812 - mse: 242967.7812\n",
      "Epoch 597/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 242570.6719 - mse: 242570.6719\n",
      "Epoch 598/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 242367.0000 - mse: 242367.0000\n",
      "Epoch 599/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 242074.9844 - mse: 242074.9844\n",
      "Epoch 600/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 241741.6406 - mse: 241741.6406\n",
      "Epoch 601/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 241407.2344 - mse: 241407.2344\n",
      "Epoch 602/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 241193.5312 - mse: 241193.5312\n",
      "Epoch 603/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 241265.9844 - mse: 241265.9844\n",
      "Epoch 604/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 240688.5469 - mse: 240688.5469\n",
      "Epoch 605/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 240537.9531 - mse: 240537.9531\n",
      "Epoch 606/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 240327.3281 - mse: 240327.3281\n",
      "Epoch 607/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 239983.6094 - mse: 239983.6094\n",
      "Epoch 608/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 239749.4062 - mse: 239749.4062\n",
      "Epoch 609/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 239444.3594 - mse: 239444.3594\n",
      "Epoch 610/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 239430.9062 - mse: 239430.9062\n",
      "Epoch 611/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 239203.0781 - mse: 239203.0781\n",
      "Epoch 612/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 238855.1406 - mse: 238855.1406\n",
      "Epoch 613/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 239416.9844 - mse: 239416.9531\n",
      "Epoch 614/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 238263.2344 - mse: 238263.2344\n",
      "Epoch 615/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 238660.0469 - mse: 238660.0469\n",
      "Epoch 616/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 237861.4531 - mse: 237861.4531\n",
      "Epoch 617/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 237602.6406 - mse: 237602.6406\n",
      "Epoch 618/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 237479.8750 - mse: 237479.8750\n",
      "Epoch 619/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 237056.1250 - mse: 237056.1250\n",
      "Epoch 620/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 236887.5625 - mse: 236887.5625\n",
      "Epoch 621/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 236611.4062 - mse: 236611.4062\n",
      "Epoch 622/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 236380.3906 - mse: 236380.3906\n",
      "Epoch 623/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 11ms/step - loss: 236098.5938 - mse: 236098.5938\n",
      "Epoch 624/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 235850.5625 - mse: 235850.5625\n",
      "Epoch 625/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 235656.5938 - mse: 235656.5938\n",
      "Epoch 626/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 235410.6875 - mse: 235410.6875\n",
      "Epoch 627/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 235091.0938 - mse: 235091.0938\n",
      "Epoch 628/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 234840.8281 - mse: 234840.8281\n",
      "Epoch 629/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 234751.0781 - mse: 234751.0781\n",
      "Epoch 630/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 234399.2031 - mse: 234399.2031\n",
      "Epoch 631/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 234125.6875 - mse: 234125.6875\n",
      "Epoch 632/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 234127.3125 - mse: 234127.3125\n",
      "Epoch 633/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 233562.8438 - mse: 233562.8438\n",
      "Epoch 634/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 233254.0938 - mse: 233254.0938\n",
      "Epoch 635/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 233137.1406 - mse: 233137.1406\n",
      "Epoch 636/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 233379.5312 - mse: 233379.5312\n",
      "Epoch 637/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 233347.4844 - mse: 233347.4844\n",
      "Epoch 638/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 232979.7188 - mse: 232979.7188\n",
      "Epoch 639/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 232617.8438 - mse: 232617.8438\n",
      "Epoch 640/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 232484.8438 - mse: 232484.8438\n",
      "Epoch 641/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 231900.4375 - mse: 231900.4375\n",
      "Epoch 642/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 231749.0625 - mse: 231749.0625\n",
      "Epoch 643/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 231395.4844 - mse: 231395.4844\n",
      "Epoch 644/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 231496.4688 - mse: 231496.4688\n",
      "Epoch 645/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 231087.8438 - mse: 231087.8438\n",
      "Epoch 646/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 230435.2031 - mse: 230435.2031\n",
      "Epoch 647/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 230496.6250 - mse: 230496.6250\n",
      "Epoch 648/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 230317.8594 - mse: 230317.8594\n",
      "Epoch 649/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 230193.5625 - mse: 230193.5625\n",
      "Epoch 650/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 229718.4375 - mse: 229718.4375\n",
      "Epoch 651/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 229349.2969 - mse: 229349.2969\n",
      "Epoch 652/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 229171.4688 - mse: 229171.4688\n",
      "Epoch 653/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 228833.5312 - mse: 228833.5312\n",
      "Epoch 654/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 228655.7812 - mse: 228655.7969\n",
      "Epoch 655/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 228479.4844 - mse: 228479.4844\n",
      "Epoch 656/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 228052.4062 - mse: 228052.4062\n",
      "Epoch 657/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 228124.2812 - mse: 228124.2812\n",
      "Epoch 658/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 227667.0625 - mse: 227667.0625\n",
      "Epoch 659/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 227405.6719 - mse: 227405.6719\n",
      "Epoch 660/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 227546.7656 - mse: 227546.7656\n",
      "Epoch 661/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 226859.2500 - mse: 226859.2500\n",
      "Epoch 662/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 226696.5156 - mse: 226696.5156\n",
      "Epoch 663/3500\n",
      "2/2 [==============================] - 0s 27ms/step - loss: 226417.3594 - mse: 226417.3281\n",
      "Epoch 664/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 226147.0938 - mse: 226147.0938\n",
      "Epoch 665/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 225972.3906 - mse: 225972.3906\n",
      "Epoch 666/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 225562.5156 - mse: 225562.5156\n",
      "Epoch 667/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 225265.2969 - mse: 225265.2969\n",
      "Epoch 668/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 225433.2969 - mse: 225433.2969\n",
      "Epoch 669/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 224927.7188 - mse: 224927.7188\n",
      "Epoch 670/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 224684.5312 - mse: 224684.5312\n",
      "Epoch 671/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 224378.8438 - mse: 224378.8438\n",
      "Epoch 672/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 224115.0781 - mse: 224115.0781\n",
      "Epoch 673/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 224222.6094 - mse: 224222.6094\n",
      "Epoch 674/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 223612.1562 - mse: 223612.1562\n",
      "Epoch 675/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 223459.6250 - mse: 223459.6250\n",
      "Epoch 676/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 223114.1250 - mse: 223114.0938\n",
      "Epoch 677/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 222850.3594 - mse: 222850.3594\n",
      "Epoch 678/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 222631.6250 - mse: 222631.6250\n",
      "Epoch 679/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 222514.5156 - mse: 222514.5156\n",
      "Epoch 680/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 222486.9375 - mse: 222486.9375\n",
      "Epoch 681/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 221837.1719 - mse: 221837.1719\n",
      "Epoch 682/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 221661.6875 - mse: 221661.6875\n",
      "Epoch 683/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 221368.1250 - mse: 221368.1250\n",
      "Epoch 684/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 221155.4688 - mse: 221155.4688\n",
      "Epoch 685/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 220905.1406 - mse: 220905.1406\n",
      "Epoch 686/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 220992.0938 - mse: 220992.0938\n",
      "Epoch 687/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 220615.2031 - mse: 220615.2031\n",
      "Epoch 688/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 220374.8750 - mse: 220374.8750\n",
      "Epoch 689/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 220124.2969 - mse: 220124.2969\n",
      "Epoch 690/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 220038.5625 - mse: 220038.5625\n",
      "Epoch 691/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 219497.8438 - mse: 219497.8438\n",
      "Epoch 692/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 219207.1406 - mse: 219207.1406\n",
      "Epoch 693/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 218941.9375 - mse: 218941.9375\n",
      "Epoch 694/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 218958.3594 - mse: 218958.3594\n",
      "Epoch 695/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 218553.8750 - mse: 218553.8750\n",
      "Epoch 696/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 218217.2500 - mse: 218217.2500\n",
      "Epoch 697/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 217923.7031 - mse: 217923.7031\n",
      "Epoch 698/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 217693.8438 - mse: 217693.8438\n",
      "Epoch 699/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 218000.4844 - mse: 218000.4844\n",
      "Epoch 700/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 12ms/step - loss: 217146.3750 - mse: 217146.3750\n",
      "Epoch 701/3500\n",
      "2/2 [==============================] - ETA: 0s - loss: 208506.0625 - mse: 208506.062 - 0s 13ms/step - loss: 216991.0938 - mse: 216991.0938\n",
      "Epoch 702/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 216891.2344 - mse: 216891.2344\n",
      "Epoch 703/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 216760.9531 - mse: 216760.9531\n",
      "Epoch 704/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 216655.1406 - mse: 216655.1406\n",
      "Epoch 705/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 216345.2812 - mse: 216345.2812\n",
      "Epoch 706/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 216350.7656 - mse: 216350.7500\n",
      "Epoch 707/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 215850.1250 - mse: 215850.1250\n",
      "Epoch 708/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 215219.3594 - mse: 215219.3594\n",
      "Epoch 709/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 215266.5469 - mse: 215266.5469\n",
      "Epoch 710/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 214701.1250 - mse: 214701.1250\n",
      "Epoch 711/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 214415.6094 - mse: 214415.6094\n",
      "Epoch 712/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 214382.7812 - mse: 214382.7812\n",
      "Epoch 713/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 214029.0781 - mse: 214029.0781\n",
      "Epoch 714/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 214015.7188 - mse: 214015.7188\n",
      "Epoch 715/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 213611.8438 - mse: 213611.8438\n",
      "Epoch 716/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 213658.2812 - mse: 213658.2812\n",
      "Epoch 717/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 212942.9844 - mse: 212942.9844\n",
      "Epoch 718/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 212701.3750 - mse: 212701.3750\n",
      "Epoch 719/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 212435.2500 - mse: 212435.2500\n",
      "Epoch 720/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 212199.8594 - mse: 212199.8594\n",
      "Epoch 721/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 212035.1250 - mse: 212035.1250\n",
      "Epoch 722/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 211748.6250 - mse: 211748.6250\n",
      "Epoch 723/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 211701.7031 - mse: 211701.7031\n",
      "Epoch 724/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 211421.8750 - mse: 211421.8750\n",
      "Epoch 725/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 211071.8281 - mse: 211071.8281\n",
      "Epoch 726/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 210903.2344 - mse: 210903.2344\n",
      "Epoch 727/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 210537.6875 - mse: 210537.6875\n",
      "Epoch 728/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 210297.2969 - mse: 210297.2969\n",
      "Epoch 729/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 210192.5156 - mse: 210192.5156\n",
      "Epoch 730/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 209830.8750 - mse: 209830.8750\n",
      "Epoch 731/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 209527.4688 - mse: 209527.4688\n",
      "Epoch 732/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 209628.6250 - mse: 209628.6250\n",
      "Epoch 733/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 209048.0781 - mse: 209048.0781\n",
      "Epoch 734/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 208814.0469 - mse: 208814.0469\n",
      "Epoch 735/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 208528.8281 - mse: 208528.8281\n",
      "Epoch 736/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 208292.7500 - mse: 208292.7500\n",
      "Epoch 737/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 208171.5312 - mse: 208171.5312\n",
      "Epoch 738/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 207780.4375 - mse: 207780.4375\n",
      "Epoch 739/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 207924.9062 - mse: 207924.9062\n",
      "Epoch 740/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 207362.2344 - mse: 207362.2344\n",
      "Epoch 741/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 206937.3594 - mse: 206937.3594\n",
      "Epoch 742/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 206829.7812 - mse: 206829.7812\n",
      "Epoch 743/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 206594.4531 - mse: 206594.4531\n",
      "Epoch 744/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 206379.2188 - mse: 206379.2188\n",
      "Epoch 745/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 206121.4531 - mse: 206121.4531\n",
      "Epoch 746/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 206268.3125 - mse: 206268.3125\n",
      "Epoch 747/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 205689.0938 - mse: 205689.0938\n",
      "Epoch 748/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 205416.5938 - mse: 205416.5938\n",
      "Epoch 749/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 205085.6875 - mse: 205085.6875\n",
      "Epoch 750/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 204878.7969 - mse: 204878.7969\n",
      "Epoch 751/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 204642.0938 - mse: 204642.0938\n",
      "Epoch 752/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 204349.4688 - mse: 204349.4688\n",
      "Epoch 753/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 204250.3281 - mse: 204250.3281\n",
      "Epoch 754/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 204133.2344 - mse: 204133.2188\n",
      "Epoch 755/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 203728.4062 - mse: 203728.4062\n",
      "Epoch 756/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 203472.9062 - mse: 203472.9062\n",
      "Epoch 757/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 203342.3125 - mse: 203342.3125\n",
      "Epoch 758/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 203105.4531 - mse: 203105.4531\n",
      "Epoch 759/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 202919.7969 - mse: 202919.7969\n",
      "Epoch 760/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 202608.9219 - mse: 202608.9375\n",
      "Epoch 761/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 202301.5938 - mse: 202301.5938\n",
      "Epoch 762/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 201963.4688 - mse: 201963.4688\n",
      "Epoch 763/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 201804.1250 - mse: 201804.1250\n",
      "Epoch 764/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 201419.9375 - mse: 201419.9375\n",
      "Epoch 765/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 201883.1562 - mse: 201883.1562\n",
      "Epoch 766/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 201862.4688 - mse: 201862.4688\n",
      "Epoch 767/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 200946.1719 - mse: 200946.1719\n",
      "Epoch 768/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 200820.4062 - mse: 200820.4062\n",
      "Epoch 769/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 200493.3281 - mse: 200493.3281\n",
      "Epoch 770/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 199995.3281 - mse: 199995.3281\n",
      "Epoch 771/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 199769.7188 - mse: 199769.7188\n",
      "Epoch 772/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 199490.0781 - mse: 199490.0781\n",
      "Epoch 773/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 199303.6094 - mse: 199303.6094\n",
      "Epoch 774/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 199587.7188 - mse: 199587.7188\n",
      "Epoch 775/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 198828.8281 - mse: 198828.8281\n",
      "Epoch 776/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 198540.7188 - mse: 198540.7188\n",
      "Epoch 777/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 11ms/step - loss: 198331.7969 - mse: 198331.7969\n",
      "Epoch 778/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 198198.2031 - mse: 198198.2031\n",
      "Epoch 779/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 197969.3125 - mse: 197969.3125\n",
      "Epoch 780/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 197562.4844 - mse: 197562.4844\n",
      "Epoch 781/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 197348.3906 - mse: 197348.3906\n",
      "Epoch 782/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 197530.4062 - mse: 197530.4062\n",
      "Epoch 783/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 197026.2344 - mse: 197026.2344\n",
      "Epoch 784/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 196692.4062 - mse: 196692.4062\n",
      "Epoch 785/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 196729.0156 - mse: 196729.0156\n",
      "Epoch 786/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 196208.0781 - mse: 196208.0781\n",
      "Epoch 787/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 195922.7500 - mse: 195922.7500\n",
      "Epoch 788/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 195691.7969 - mse: 195691.7969\n",
      "Epoch 789/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 195538.7031 - mse: 195538.7031\n",
      "Epoch 790/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 195327.3125 - mse: 195327.3125\n",
      "Epoch 791/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 195581.0156 - mse: 195581.0156\n",
      "Epoch 792/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 194968.3594 - mse: 194968.3594\n",
      "Epoch 793/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 194593.3125 - mse: 194593.3125\n",
      "Epoch 794/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 194360.6719 - mse: 194360.6719\n",
      "Epoch 795/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 194243.4844 - mse: 194243.4844\n",
      "Epoch 796/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 194023.5312 - mse: 194023.5312\n",
      "Epoch 797/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 194003.0469 - mse: 194003.0469\n",
      "Epoch 798/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 193890.0781 - mse: 193890.0781\n",
      "Epoch 799/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 193438.4062 - mse: 193438.4062\n",
      "Epoch 800/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 193110.0938 - mse: 193110.0938\n",
      "Epoch 801/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 192918.5156 - mse: 192918.5156\n",
      "Epoch 802/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 192533.1406 - mse: 192533.1406\n",
      "Epoch 803/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 192335.6250 - mse: 192335.6250\n",
      "Epoch 804/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 192152.9844 - mse: 192152.9844\n",
      "Epoch 805/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 191941.3750 - mse: 191941.3750\n",
      "Epoch 806/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 191754.7031 - mse: 191754.7031\n",
      "Epoch 807/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 191789.3281 - mse: 191789.3281\n",
      "Epoch 808/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 191293.4375 - mse: 191293.4375\n",
      "Epoch 809/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 190965.3125 - mse: 190965.3125\n",
      "Epoch 810/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 190903.0938 - mse: 190903.0938\n",
      "Epoch 811/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 190792.3594 - mse: 190792.3594\n",
      "Epoch 812/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 190408.1250 - mse: 190408.1250\n",
      "Epoch 813/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 190373.5469 - mse: 190373.5469\n",
      "Epoch 814/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 190023.4062 - mse: 190023.4062\n",
      "Epoch 815/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 189715.8594 - mse: 189715.8594\n",
      "Epoch 816/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 189361.6875 - mse: 189361.7031\n",
      "Epoch 817/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 189432.0469 - mse: 189432.0469\n",
      "Epoch 818/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 188992.1562 - mse: 188992.1562\n",
      "Epoch 819/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 188827.5625 - mse: 188827.5625\n",
      "Epoch 820/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 188504.3906 - mse: 188504.3906\n",
      "Epoch 821/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 188312.1719 - mse: 188312.1719\n",
      "Epoch 822/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 188134.7031 - mse: 188134.7031\n",
      "Epoch 823/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 188111.3594 - mse: 188111.3594\n",
      "Epoch 824/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 188627.1562 - mse: 188627.1406\n",
      "Epoch 825/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 187522.1250 - mse: 187522.1250\n",
      "Epoch 826/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 187173.8750 - mse: 187173.8750\n",
      "Epoch 827/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 187028.9062 - mse: 187028.9062\n",
      "Epoch 828/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 186913.3750 - mse: 186913.3750\n",
      "Epoch 829/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 186715.7031 - mse: 186715.7031\n",
      "Epoch 830/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 186524.4844 - mse: 186524.5156\n",
      "Epoch 831/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 186297.4375 - mse: 186297.4375\n",
      "Epoch 832/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 185894.8438 - mse: 185894.8438\n",
      "Epoch 833/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 185625.2812 - mse: 185625.2812\n",
      "Epoch 834/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 185871.3750 - mse: 185871.3750\n",
      "Epoch 835/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 185192.3594 - mse: 185192.3594\n",
      "Epoch 836/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 184969.0625 - mse: 184969.0625\n",
      "Epoch 837/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 184768.0781 - mse: 184768.0781\n",
      "Epoch 838/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 184556.2344 - mse: 184556.2344\n",
      "Epoch 839/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 184316.5156 - mse: 184316.5156\n",
      "Epoch 840/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 184085.2500 - mse: 184085.2500\n",
      "Epoch 841/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 184083.2969 - mse: 184083.2969\n",
      "Epoch 842/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 183727.4062 - mse: 183727.4062\n",
      "Epoch 843/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 183489.4844 - mse: 183489.4844\n",
      "Epoch 844/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 183291.2031 - mse: 183291.2031\n",
      "Epoch 845/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 183181.7188 - mse: 183181.7188\n",
      "Epoch 846/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 183019.7969 - mse: 183019.7969\n",
      "Epoch 847/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 183054.4688 - mse: 183054.4688\n",
      "Epoch 848/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 182900.3594 - mse: 182900.3594\n",
      "Epoch 849/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 182300.9219 - mse: 182300.9219\n",
      "Epoch 850/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 182112.6094 - mse: 182112.6094\n",
      "Epoch 851/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 182169.8594 - mse: 182169.8594\n",
      "Epoch 852/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 181596.4531 - mse: 181596.4531\n",
      "Epoch 853/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 181367.8438 - mse: 181367.8438\n",
      "Epoch 854/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 10ms/step - loss: 181214.6719 - mse: 181214.6719\n",
      "Epoch 855/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 181385.6406 - mse: 181385.6406\n",
      "Epoch 856/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 180721.7188 - mse: 180721.7188\n",
      "Epoch 857/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 180671.7969 - mse: 180671.7969\n",
      "Epoch 858/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 180406.8594 - mse: 180406.8594\n",
      "Epoch 859/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 180192.3594 - mse: 180192.3594\n",
      "Epoch 860/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 180202.0781 - mse: 180202.0781\n",
      "Epoch 861/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 179751.6875 - mse: 179751.6875\n",
      "Epoch 862/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 179740.1719 - mse: 179740.1719\n",
      "Epoch 863/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 179952.3281 - mse: 179952.3281\n",
      "Epoch 864/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 179845.7188 - mse: 179845.7188\n",
      "Epoch 865/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 179545.4844 - mse: 179545.4844\n",
      "Epoch 866/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 179371.0938 - mse: 179371.0938\n",
      "Epoch 867/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 178741.4062 - mse: 178741.4062\n",
      "Epoch 868/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 178439.5625 - mse: 178439.5625\n",
      "Epoch 869/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 178116.5156 - mse: 178116.5156\n",
      "Epoch 870/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 178436.8594 - mse: 178436.8594\n",
      "Epoch 871/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 177980.2812 - mse: 177980.2812\n",
      "Epoch 872/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 177661.1719 - mse: 177661.1719\n",
      "Epoch 873/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 177536.9062 - mse: 177536.9062\n",
      "Epoch 874/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 177610.5469 - mse: 177610.5469\n",
      "Epoch 875/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 177155.9531 - mse: 177155.9531\n",
      "Epoch 876/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 177005.5938 - mse: 177005.5938\n",
      "Epoch 877/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 176837.2188 - mse: 176837.2188\n",
      "Epoch 878/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 177496.9531 - mse: 177496.9531\n",
      "Epoch 879/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 176281.7969 - mse: 176281.7969\n",
      "Epoch 880/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 176491.4375 - mse: 176491.4375\n",
      "Epoch 881/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 176127.7188 - mse: 176127.7188\n",
      "Epoch 882/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 176026.4062 - mse: 176026.4062\n",
      "Epoch 883/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 175831.2188 - mse: 175831.2188\n",
      "Epoch 884/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 175304.2812 - mse: 175304.2812\n",
      "Epoch 885/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 175103.1719 - mse: 175103.1719\n",
      "Epoch 886/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 174899.0156 - mse: 174899.0156\n",
      "Epoch 887/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 174800.3906 - mse: 174800.3906\n",
      "Epoch 888/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 175032.9062 - mse: 175032.9062\n",
      "Epoch 889/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 174734.6250 - mse: 174734.6250\n",
      "Epoch 890/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 174607.7812 - mse: 174607.7656\n",
      "Epoch 891/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 174299.0938 - mse: 174299.0938\n",
      "Epoch 892/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 174487.7188 - mse: 174487.7188\n",
      "Epoch 893/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 173967.9531 - mse: 173967.9531\n",
      "Epoch 894/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 174234.4375 - mse: 174234.4375\n",
      "Epoch 895/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 173715.3594 - mse: 173715.3594\n",
      "Epoch 896/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 173398.2812 - mse: 173398.2812\n",
      "Epoch 897/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 173258.6719 - mse: 173258.6719\n",
      "Epoch 898/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 172788.7812 - mse: 172788.7812\n",
      "Epoch 899/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 172868.3281 - mse: 172868.3125\n",
      "Epoch 900/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 172672.5469 - mse: 172672.5625\n",
      "Epoch 901/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 172836.3594 - mse: 172836.3594\n",
      "Epoch 902/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 172574.8438 - mse: 172574.8438\n",
      "Epoch 903/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 172419.4531 - mse: 172419.4531\n",
      "Epoch 904/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 171834.0000 - mse: 171834.0000\n",
      "Epoch 905/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 171631.0938 - mse: 171631.0938\n",
      "Epoch 906/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 171659.9531 - mse: 171659.9531\n",
      "Epoch 907/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 171223.4531 - mse: 171223.4531\n",
      "Epoch 908/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 171132.3125 - mse: 171132.3125\n",
      "Epoch 909/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 171742.2344 - mse: 171742.2344\n",
      "Epoch 910/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 171115.3125 - mse: 171115.3125\n",
      "Epoch 911/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 170734.4688 - mse: 170734.4688\n",
      "Epoch 912/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 170654.5312 - mse: 170654.5312\n",
      "Epoch 913/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 170371.0469 - mse: 170371.0469\n",
      "Epoch 914/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 170194.5625 - mse: 170194.5625\n",
      "Epoch 915/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 170067.2500 - mse: 170067.2500\n",
      "Epoch 916/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 169886.8438 - mse: 169886.8438\n",
      "Epoch 917/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 169770.7656 - mse: 169770.7656\n",
      "Epoch 918/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 169505.2344 - mse: 169505.2344\n",
      "Epoch 919/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 169330.5938 - mse: 169330.5938\n",
      "Epoch 920/3500\n",
      "2/2 [==============================] - 0s 31ms/step - loss: 169190.8750 - mse: 169190.8750\n",
      "Epoch 921/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 169005.0156 - mse: 169005.0156\n",
      "Epoch 922/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 168910.3281 - mse: 168910.3281\n",
      "Epoch 923/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 168795.3125 - mse: 168795.3125\n",
      "Epoch 924/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 168771.7188 - mse: 168771.7188\n",
      "Epoch 925/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 168500.4844 - mse: 168500.4688\n",
      "Epoch 926/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 168264.2500 - mse: 168264.2500\n",
      "Epoch 927/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 168201.0156 - mse: 168201.0156\n",
      "Epoch 928/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 167980.0781 - mse: 167980.0781\n",
      "Epoch 929/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 167825.7656 - mse: 167825.7656\n",
      "Epoch 930/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 167750.5156 - mse: 167750.5156\n",
      "Epoch 931/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 11ms/step - loss: 167720.7656 - mse: 167720.7656\n",
      "Epoch 932/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 167473.2500 - mse: 167473.2500\n",
      "Epoch 933/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 167291.5469 - mse: 167291.5469\n",
      "Epoch 934/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 167088.2344 - mse: 167088.2344\n",
      "Epoch 935/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 167214.3906 - mse: 167214.3906\n",
      "Epoch 936/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 166906.4688 - mse: 166906.4688\n",
      "Epoch 937/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 166642.0781 - mse: 166642.0781\n",
      "Epoch 938/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 166824.1562 - mse: 166824.1562\n",
      "Epoch 939/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 166378.9062 - mse: 166378.9062\n",
      "Epoch 940/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 166405.0781 - mse: 166405.0781\n",
      "Epoch 941/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 166087.8438 - mse: 166087.8438\n",
      "Epoch 942/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 165981.6250 - mse: 165981.6250\n",
      "Epoch 943/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 165925.1406 - mse: 165925.1406\n",
      "Epoch 944/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 165684.0625 - mse: 165684.0625\n",
      "Epoch 945/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 165762.2969 - mse: 165762.2969\n",
      "Epoch 946/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 165388.1250 - mse: 165388.1250\n",
      "Epoch 947/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 165237.6094 - mse: 165237.6094\n",
      "Epoch 948/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 165246.8594 - mse: 165246.8594\n",
      "Epoch 949/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 164961.9844 - mse: 164961.9844\n",
      "Epoch 950/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 165028.9844 - mse: 165028.9844\n",
      "Epoch 951/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 165292.1250 - mse: 165292.1250\n",
      "Epoch 952/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 165288.5938 - mse: 165288.5938\n",
      "Epoch 953/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 164501.5312 - mse: 164501.5312\n",
      "Epoch 954/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 164532.0156 - mse: 164532.0156\n",
      "Epoch 955/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 164578.2500 - mse: 164578.2500\n",
      "Epoch 956/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 164136.3906 - mse: 164136.3906\n",
      "Epoch 957/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 163881.6094 - mse: 163881.6094\n",
      "Epoch 958/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 163795.8594 - mse: 163795.8594\n",
      "Epoch 959/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 163859.2812 - mse: 163859.2812\n",
      "Epoch 960/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 163702.2344 - mse: 163702.2344\n",
      "Epoch 961/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 163592.1406 - mse: 163592.1562\n",
      "Epoch 962/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 163532.1406 - mse: 163532.1406\n",
      "Epoch 963/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 163332.1250 - mse: 163332.1250\n",
      "Epoch 964/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 163152.9375 - mse: 163152.9375\n",
      "Epoch 965/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 163025.0312 - mse: 163025.0312\n",
      "Epoch 966/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 162864.0938 - mse: 162864.0938\n",
      "Epoch 967/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 162787.8750 - mse: 162787.8750\n",
      "Epoch 968/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 162614.0312 - mse: 162614.0469\n",
      "Epoch 969/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 162550.6719 - mse: 162550.6719\n",
      "Epoch 970/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 162403.5156 - mse: 162403.5156\n",
      "Epoch 971/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 162346.7188 - mse: 162346.7188\n",
      "Epoch 972/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 162174.6719 - mse: 162174.6719\n",
      "Epoch 973/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 162654.3281 - mse: 162654.3281\n",
      "Epoch 974/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 161904.3750 - mse: 161904.3750\n",
      "Epoch 975/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 161836.4375 - mse: 161836.4375\n",
      "Epoch 976/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 161833.6250 - mse: 161833.6250\n",
      "Epoch 977/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 161748.2031 - mse: 161748.2031\n",
      "Epoch 978/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 161591.3750 - mse: 161591.3750\n",
      "Epoch 979/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 161597.0156 - mse: 161597.0156\n",
      "Epoch 980/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 161203.8281 - mse: 161203.8281\n",
      "Epoch 981/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 161159.0938 - mse: 161159.0938\n",
      "Epoch 982/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 161299.0156 - mse: 161299.0156\n",
      "Epoch 983/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 161171.9219 - mse: 161171.9219\n",
      "Epoch 984/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 161394.3438 - mse: 161394.3438\n",
      "Epoch 985/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 161025.1094 - mse: 161025.1094\n",
      "Epoch 986/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 160770.9688 - mse: 160770.9688\n",
      "Epoch 987/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 160657.9688 - mse: 160657.9688\n",
      "Epoch 988/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 160616.7188 - mse: 160616.7188\n",
      "Epoch 989/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 160346.0781 - mse: 160346.0781\n",
      "Epoch 990/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 160392.5156 - mse: 160392.5156\n",
      "Epoch 991/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 160355.9219 - mse: 160355.9219\n",
      "Epoch 992/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 160324.4062 - mse: 160324.4062\n",
      "Epoch 993/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 160306.0469 - mse: 160306.0469\n",
      "Epoch 994/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 159802.2188 - mse: 159802.2188\n",
      "Epoch 995/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 159559.1875 - mse: 159559.1875\n",
      "Epoch 996/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 159400.6875 - mse: 159400.6875\n",
      "Epoch 997/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 159936.3125 - mse: 159936.3125\n",
      "Epoch 998/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 160318.0625 - mse: 160318.0625\n",
      "Epoch 999/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 159663.2031 - mse: 159663.2031\n",
      "Epoch 1000/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 159343.7188 - mse: 159343.7188\n",
      "Epoch 1001/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 159037.8750 - mse: 159037.8750\n",
      "Epoch 1002/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 159032.1094 - mse: 159032.1094\n",
      "Epoch 1003/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 158835.4062 - mse: 158835.4062\n",
      "Epoch 1004/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 158803.4375 - mse: 158803.4375\n",
      "Epoch 1005/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 159181.7969 - mse: 159181.7969\n",
      "Epoch 1006/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 159038.8281 - mse: 159038.8281\n",
      "Epoch 1007/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 159762.7188 - mse: 159762.7188\n",
      "Epoch 1008/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 12ms/step - loss: 158963.1094 - mse: 158963.1094\n",
      "Epoch 1009/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 158378.1719 - mse: 158378.1719\n",
      "Epoch 1010/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 158160.3906 - mse: 158160.3906\n",
      "Epoch 1011/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 158046.4062 - mse: 158046.4062\n",
      "Epoch 1012/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 158014.1406 - mse: 158014.1406\n",
      "Epoch 1013/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 158038.7188 - mse: 158038.7188\n",
      "Epoch 1014/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 158175.3125 - mse: 158175.3125\n",
      "Epoch 1015/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 158114.1719 - mse: 158114.1719\n",
      "Epoch 1016/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 158040.6094 - mse: 158040.6094\n",
      "Epoch 1017/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 157872.9531 - mse: 157872.9531\n",
      "Epoch 1018/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 157595.0938 - mse: 157595.0938\n",
      "Epoch 1019/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 157755.8750 - mse: 157755.8906\n",
      "Epoch 1020/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 157279.1562 - mse: 157279.1562\n",
      "Epoch 1021/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 157702.3750 - mse: 157702.3750\n",
      "Epoch 1022/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 157275.0156 - mse: 157275.0156\n",
      "Epoch 1023/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 157566.1875 - mse: 157566.1875\n",
      "Epoch 1024/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 157215.0938 - mse: 157215.0938\n",
      "Epoch 1025/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 157631.2812 - mse: 157631.2812\n",
      "Epoch 1026/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 157261.2031 - mse: 157261.2031\n",
      "Epoch 1027/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156990.1406 - mse: 156990.1562\n",
      "Epoch 1028/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156747.8594 - mse: 156747.8594\n",
      "Epoch 1029/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 156853.4844 - mse: 156853.4844\n",
      "Epoch 1030/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156577.0625 - mse: 156577.0625\n",
      "Epoch 1031/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156685.7656 - mse: 156685.7656\n",
      "Epoch 1032/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156478.1406 - mse: 156478.1406\n",
      "Epoch 1033/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156431.6719 - mse: 156431.6719\n",
      "Epoch 1034/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 156710.9844 - mse: 156710.9844\n",
      "Epoch 1035/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156039.4375 - mse: 156039.4375\n",
      "Epoch 1036/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 156081.2969 - mse: 156081.2969\n",
      "Epoch 1037/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 156119.9688 - mse: 156119.9688\n",
      "Epoch 1038/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156271.3906 - mse: 156271.3906\n",
      "Epoch 1039/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156225.1562 - mse: 156225.1562\n",
      "Epoch 1040/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156220.7812 - mse: 156220.7812\n",
      "Epoch 1041/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 155950.9062 - mse: 155950.9062\n",
      "Epoch 1042/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 156672.3750 - mse: 156672.3750\n",
      "Epoch 1043/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 155632.9219 - mse: 155632.9219\n",
      "Epoch 1044/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 155643.7188 - mse: 155643.7188\n",
      "Epoch 1045/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 155512.9375 - mse: 155512.9375\n",
      "Epoch 1046/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 155422.6719 - mse: 155422.6719\n",
      "Epoch 1047/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 155354.4844 - mse: 155354.4844\n",
      "Epoch 1048/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 155670.6406 - mse: 155670.6406\n",
      "Epoch 1049/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 155186.7188 - mse: 155186.7188\n",
      "Epoch 1050/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 155145.0938 - mse: 155145.0938\n",
      "Epoch 1051/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 155551.0156 - mse: 155551.0156\n",
      "Epoch 1052/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 155068.3281 - mse: 155068.3281\n",
      "Epoch 1053/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 154965.3281 - mse: 154965.3281\n",
      "Epoch 1054/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 154883.4375 - mse: 154883.4375\n",
      "Epoch 1055/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 155116.5625 - mse: 155116.5625\n",
      "Epoch 1056/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154669.7031 - mse: 154669.7031\n",
      "Epoch 1057/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154684.0156 - mse: 154684.0000\n",
      "Epoch 1058/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154659.7656 - mse: 154659.7656\n",
      "Epoch 1059/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154776.7969 - mse: 154776.7969\n",
      "Epoch 1060/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154789.1250 - mse: 154789.1250\n",
      "Epoch 1061/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 154708.6406 - mse: 154708.6406\n",
      "Epoch 1062/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154546.8125 - mse: 154546.8125\n",
      "Epoch 1063/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 154484.9375 - mse: 154484.9375\n",
      "Epoch 1064/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154509.7656 - mse: 154509.7656\n",
      "Epoch 1065/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 154418.2969 - mse: 154418.2969\n",
      "Epoch 1066/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 154254.2812 - mse: 154254.2812\n",
      "Epoch 1067/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 154195.9375 - mse: 154195.9375\n",
      "Epoch 1068/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154173.6406 - mse: 154173.6406\n",
      "Epoch 1069/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153977.7969 - mse: 153977.7812\n",
      "Epoch 1070/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153965.6250 - mse: 153965.6250\n",
      "Epoch 1071/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154402.9062 - mse: 154402.9062\n",
      "Epoch 1072/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 154666.0000 - mse: 154666.0000\n",
      "Epoch 1073/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 153814.6406 - mse: 153814.6406\n",
      "Epoch 1074/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 154070.7812 - mse: 154070.7812\n",
      "Epoch 1075/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153681.7812 - mse: 153681.7812\n",
      "Epoch 1076/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 154029.0469 - mse: 154029.0469\n",
      "Epoch 1077/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 153919.4688 - mse: 153919.4688\n",
      "Epoch 1078/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 153934.7188 - mse: 153934.7188\n",
      "Epoch 1079/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154209.1719 - mse: 154209.1719\n",
      "Epoch 1080/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153450.5625 - mse: 153450.5625\n",
      "Epoch 1081/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153417.2344 - mse: 153417.2344\n",
      "Epoch 1082/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 153273.7031 - mse: 153273.7031\n",
      "Epoch 1083/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 153640.9062 - mse: 153640.9062\n",
      "Epoch 1084/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 12ms/step - loss: 154413.6250 - mse: 154413.6250\n",
      "Epoch 1085/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 154086.3125 - mse: 154086.3125\n",
      "Epoch 1086/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153808.5938 - mse: 153808.5938\n",
      "Epoch 1087/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 153431.6406 - mse: 153431.6406\n",
      "Epoch 1088/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 153359.3125 - mse: 153359.3125\n",
      "Epoch 1089/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153446.5469 - mse: 153446.5469\n",
      "Epoch 1090/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 153115.5156 - mse: 153115.5156\n",
      "Epoch 1091/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 153066.7969 - mse: 153066.7969\n",
      "Epoch 1092/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 153359.7500 - mse: 153359.7500\n",
      "Epoch 1093/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152930.7812 - mse: 152930.7812\n",
      "Epoch 1094/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153115.7031 - mse: 153115.7031\n",
      "Epoch 1095/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153583.4688 - mse: 153583.4688\n",
      "Epoch 1096/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153476.7500 - mse: 153476.7500\n",
      "Epoch 1097/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 153224.4688 - mse: 153224.4688\n",
      "Epoch 1098/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 153022.9375 - mse: 153022.9375\n",
      "Epoch 1099/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 153032.3281 - mse: 153032.3281\n",
      "Epoch 1100/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152838.1562 - mse: 152838.1562\n",
      "Epoch 1101/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 153147.2344 - mse: 153147.2344\n",
      "Epoch 1102/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 153058.7812 - mse: 153058.7812\n",
      "Epoch 1103/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 152957.7500 - mse: 152957.7500\n",
      "Epoch 1104/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152639.5625 - mse: 152639.5625\n",
      "Epoch 1105/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152680.8438 - mse: 152680.8438\n",
      "Epoch 1106/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152543.7969 - mse: 152543.7969\n",
      "Epoch 1107/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152696.8438 - mse: 152696.8438\n",
      "Epoch 1108/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 152802.1562 - mse: 152802.1562\n",
      "Epoch 1109/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 152473.2500 - mse: 152473.2500\n",
      "Epoch 1110/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152419.6719 - mse: 152419.6719\n",
      "Epoch 1111/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152431.9062 - mse: 152431.9062\n",
      "Epoch 1112/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 153152.2969 - mse: 153152.2969\n",
      "Epoch 1113/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152410.3750 - mse: 152410.3750\n",
      "Epoch 1114/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152522.2188 - mse: 152522.2188\n",
      "Epoch 1115/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 152287.0000 - mse: 152287.0000\n",
      "Epoch 1116/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 152220.2031 - mse: 152220.2031\n",
      "Epoch 1117/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152190.3281 - mse: 152190.3281\n",
      "Epoch 1118/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152173.9375 - mse: 152173.9375\n",
      "Epoch 1119/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 152225.3438 - mse: 152225.3438\n",
      "Epoch 1120/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152523.4375 - mse: 152523.4375\n",
      "Epoch 1121/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 152105.1406 - mse: 152105.1406\n",
      "Epoch 1122/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152261.3281 - mse: 152261.3281\n",
      "Epoch 1123/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152005.2812 - mse: 152005.2812\n",
      "Epoch 1124/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 152804.2031 - mse: 152804.2031\n",
      "Epoch 1125/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152397.0938 - mse: 152397.0938\n",
      "Epoch 1126/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 152097.7188 - mse: 152097.7188\n",
      "Epoch 1127/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152152.5000 - mse: 152152.5000\n",
      "Epoch 1128/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 152376.5625 - mse: 152376.5625\n",
      "Epoch 1129/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152458.2188 - mse: 152458.2188\n",
      "Epoch 1130/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 152017.5156 - mse: 152017.5156\n",
      "Epoch 1131/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151904.2500 - mse: 151904.2500\n",
      "Epoch 1132/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151806.2969 - mse: 151806.2969\n",
      "Epoch 1133/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151810.7188 - mse: 151810.7188\n",
      "Epoch 1134/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151744.5156 - mse: 151744.5156\n",
      "Epoch 1135/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152070.0625 - mse: 152070.0625\n",
      "Epoch 1136/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152178.4531 - mse: 152178.4531\n",
      "Epoch 1137/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151770.5469 - mse: 151770.5469\n",
      "Epoch 1138/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151599.4844 - mse: 151599.4844\n",
      "Epoch 1139/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151657.2344 - mse: 151657.2344\n",
      "Epoch 1140/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152068.2969 - mse: 152068.2969\n",
      "Epoch 1141/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151879.2344 - mse: 151879.2344\n",
      "Epoch 1142/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152034.3281 - mse: 152034.3281\n",
      "Epoch 1143/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151801.5312 - mse: 151801.5312\n",
      "Epoch 1144/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151735.8594 - mse: 151735.8594\n",
      "Epoch 1145/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151843.7656 - mse: 151843.7500\n",
      "Epoch 1146/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151611.0312 - mse: 151611.0469\n",
      "Epoch 1147/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151670.5938 - mse: 151670.5938\n",
      "Epoch 1148/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151476.7969 - mse: 151476.7969\n",
      "Epoch 1149/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151572.1250 - mse: 151572.1250\n",
      "Epoch 1150/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151653.1719 - mse: 151653.1719\n",
      "Epoch 1151/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 152066.6875 - mse: 152066.6875\n",
      "Epoch 1152/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151419.9219 - mse: 151419.9219\n",
      "Epoch 1153/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 151102.6719 - mse: 151102.6719\n",
      "Epoch 1154/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151426.2031 - mse: 151426.2031\n",
      "Epoch 1155/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151522.1406 - mse: 151522.1406\n",
      "Epoch 1156/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151980.9375 - mse: 151980.9375\n",
      "Epoch 1157/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 152174.6250 - mse: 152174.6250\n",
      "Epoch 1158/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151902.1406 - mse: 151902.1406\n",
      "Epoch 1159/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151776.7031 - mse: 151776.7031\n",
      "Epoch 1160/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 13ms/step - loss: 151667.3594 - mse: 151667.3594\n",
      "Epoch 1161/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151622.8750 - mse: 151622.8750\n",
      "Epoch 1162/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151177.5156 - mse: 151177.5156\n",
      "Epoch 1163/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151066.5781 - mse: 151066.5781\n",
      "Epoch 1164/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151067.6562 - mse: 151067.6562\n",
      "Epoch 1165/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151313.7188 - mse: 151313.7188\n",
      "Epoch 1166/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151532.4531 - mse: 151532.4531\n",
      "Epoch 1167/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151711.9375 - mse: 151711.9375\n",
      "Epoch 1168/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 151645.0000 - mse: 151645.0000\n",
      "Epoch 1169/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151600.7188 - mse: 151600.7188\n",
      "Epoch 1170/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151740.6875 - mse: 151740.6875\n",
      "Epoch 1171/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151383.2969 - mse: 151383.2969\n",
      "Epoch 1172/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150983.5469 - mse: 150983.5469\n",
      "Epoch 1173/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150927.0625 - mse: 150927.0625\n",
      "Epoch 1174/3500\n",
      "2/2 [==============================] - ETA: 0s - loss: 136803.5000 - mse: 136803.500 - 0s 10ms/step - loss: 150935.9844 - mse: 150935.9844\n",
      "Epoch 1175/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151708.7969 - mse: 151708.7969\n",
      "Epoch 1176/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151358.1719 - mse: 151358.1719\n",
      "Epoch 1177/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151273.9375 - mse: 151273.9375\n",
      "Epoch 1178/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151291.7969 - mse: 151291.7969\n",
      "Epoch 1179/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151625.4844 - mse: 151625.4844\n",
      "Epoch 1180/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150940.9375 - mse: 150940.9375\n",
      "Epoch 1181/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150930.9375 - mse: 150930.9375\n",
      "Epoch 1182/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151333.3750 - mse: 151333.3750\n",
      "Epoch 1183/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150935.9531 - mse: 150935.9531\n",
      "Epoch 1184/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150975.6250 - mse: 150975.6250\n",
      "Epoch 1185/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150875.4375 - mse: 150875.4375\n",
      "Epoch 1186/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151018.0781 - mse: 151018.0781\n",
      "Epoch 1187/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151103.5781 - mse: 151103.5781\n",
      "Epoch 1188/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151167.3750 - mse: 151167.3750\n",
      "Epoch 1189/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150965.7188 - mse: 150965.7188\n",
      "Epoch 1190/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150766.9375 - mse: 150766.9375\n",
      "Epoch 1191/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151039.1719 - mse: 151039.1719\n",
      "Epoch 1192/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151044.1562 - mse: 151044.1562\n",
      "Epoch 1193/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150929.9062 - mse: 150929.9062\n",
      "Epoch 1194/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151048.7812 - mse: 151048.7812\n",
      "Epoch 1195/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150957.7500 - mse: 150957.7500\n",
      "Epoch 1196/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151051.6094 - mse: 151051.6094\n",
      "Epoch 1197/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150995.0938 - mse: 150995.0938\n",
      "Epoch 1198/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150969.1250 - mse: 150969.1250\n",
      "Epoch 1199/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151209.4062 - mse: 151209.4062\n",
      "Epoch 1200/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150783.4062 - mse: 150783.4062\n",
      "Epoch 1201/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150753.4375 - mse: 150753.4375\n",
      "Epoch 1202/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150728.0938 - mse: 150728.0938\n",
      "Epoch 1203/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150977.3438 - mse: 150977.3438\n",
      "Epoch 1204/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150656.2969 - mse: 150656.2969\n",
      "Epoch 1205/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150650.0625 - mse: 150650.0625\n",
      "Epoch 1206/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150677.7656 - mse: 150677.7656\n",
      "Epoch 1207/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151042.4062 - mse: 151042.4062\n",
      "Epoch 1208/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150639.3906 - mse: 150639.3906\n",
      "Epoch 1209/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150635.3281 - mse: 150635.3281\n",
      "Epoch 1210/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150818.0156 - mse: 150818.0156\n",
      "Epoch 1211/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151607.2188 - mse: 151607.2188\n",
      "Epoch 1212/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151551.9219 - mse: 151551.9219\n",
      "Epoch 1213/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150952.7188 - mse: 150952.7188\n",
      "Epoch 1214/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150906.6406 - mse: 150906.6406\n",
      "Epoch 1215/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150589.7656 - mse: 150589.7656\n",
      "Epoch 1216/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150640.6406 - mse: 150640.6406\n",
      "Epoch 1217/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150630.7031 - mse: 150630.7031\n",
      "Epoch 1218/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150574.0156 - mse: 150574.0156\n",
      "Epoch 1219/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150507.5938 - mse: 150507.5938\n",
      "Epoch 1220/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150604.2188 - mse: 150604.2188\n",
      "Epoch 1221/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151132.7500 - mse: 151132.7500\n",
      "Epoch 1222/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151062.5625 - mse: 151062.5625\n",
      "Epoch 1223/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150825.1875 - mse: 150825.1875\n",
      "Epoch 1224/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150537.7188 - mse: 150537.7188\n",
      "Epoch 1225/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150862.7188 - mse: 150862.7188\n",
      "Epoch 1226/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150567.1406 - mse: 150567.1406\n",
      "Epoch 1227/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150426.6250 - mse: 150426.6250\n",
      "Epoch 1228/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150739.6250 - mse: 150739.6250\n",
      "Epoch 1229/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150471.2188 - mse: 150471.2188\n",
      "Epoch 1230/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150450.3281 - mse: 150450.3281\n",
      "Epoch 1231/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150439.4531 - mse: 150439.4531\n",
      "Epoch 1232/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150507.5469 - mse: 150507.5469\n",
      "Epoch 1233/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150384.9375 - mse: 150384.9375\n",
      "Epoch 1234/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150389.9219 - mse: 150389.9219\n",
      "Epoch 1235/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150380.5312 - mse: 150380.5312\n",
      "Epoch 1236/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 13ms/step - loss: 150451.9219 - mse: 150451.9219\n",
      "Epoch 1237/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150376.7656 - mse: 150376.7656\n",
      "Epoch 1238/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150380.7969 - mse: 150380.7969\n",
      "Epoch 1239/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150680.9219 - mse: 150680.9219\n",
      "Epoch 1240/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150519.0469 - mse: 150519.0469\n",
      "Epoch 1241/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150391.5938 - mse: 150391.5938\n",
      "Epoch 1242/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150358.1719 - mse: 150358.1719\n",
      "Epoch 1243/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150321.5625 - mse: 150321.5625\n",
      "Epoch 1244/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150776.9062 - mse: 150776.9062\n",
      "Epoch 1245/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150548.0469 - mse: 150548.0469\n",
      "Epoch 1246/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150278.2500 - mse: 150278.2500\n",
      "Epoch 1247/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151169.5781 - mse: 151169.5781\n",
      "Epoch 1248/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151411.9062 - mse: 151411.9062\n",
      "Epoch 1249/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150352.0156 - mse: 150352.0156\n",
      "Epoch 1250/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150480.5625 - mse: 150480.5625\n",
      "Epoch 1251/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150460.2188 - mse: 150460.2188\n",
      "Epoch 1252/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150551.2344 - mse: 150551.2344\n",
      "Epoch 1253/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150696.6094 - mse: 150696.6094\n",
      "Epoch 1254/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150704.9062 - mse: 150704.9062\n",
      "Epoch 1255/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150578.8281 - mse: 150578.8281\n",
      "Epoch 1256/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150631.4375 - mse: 150631.4375\n",
      "Epoch 1257/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150311.0156 - mse: 150311.0156\n",
      "Epoch 1258/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150356.5625 - mse: 150356.5625\n",
      "Epoch 1259/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150290.5781 - mse: 150290.5625\n",
      "Epoch 1260/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150575.0938 - mse: 150575.0938\n",
      "Epoch 1261/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150546.0312 - mse: 150546.0312\n",
      "Epoch 1262/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150309.7188 - mse: 150309.7188\n",
      "Epoch 1263/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150499.6875 - mse: 150499.6875\n",
      "Epoch 1264/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150837.1562 - mse: 150837.1562\n",
      "Epoch 1265/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150518.5625 - mse: 150518.5625\n",
      "Epoch 1266/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150579.7031 - mse: 150579.7031\n",
      "Epoch 1267/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150457.5938 - mse: 150457.5938\n",
      "Epoch 1268/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150274.7188 - mse: 150274.7188\n",
      "Epoch 1269/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150268.9375 - mse: 150268.9375\n",
      "Epoch 1270/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150361.5156 - mse: 150361.5156\n",
      "Epoch 1271/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150342.9375 - mse: 150342.9375\n",
      "Epoch 1272/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150225.0000 - mse: 150225.0000\n",
      "Epoch 1273/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150383.0625 - mse: 150383.0625\n",
      "Epoch 1274/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150290.0781 - mse: 150290.0781\n",
      "Epoch 1275/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150327.9219 - mse: 150327.9219\n",
      "Epoch 1276/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150306.4062 - mse: 150306.4062\n",
      "Epoch 1277/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150243.6094 - mse: 150243.6094\n",
      "Epoch 1278/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150248.0938 - mse: 150248.0938\n",
      "Epoch 1279/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150485.3906 - mse: 150485.3906\n",
      "Epoch 1280/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150255.3594 - mse: 150255.3594\n",
      "Epoch 1281/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150328.8750 - mse: 150328.8750\n",
      "Epoch 1282/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150186.8594 - mse: 150186.8594\n",
      "Epoch 1283/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150360.9844 - mse: 150360.9844\n",
      "Epoch 1284/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150613.8281 - mse: 150613.8281\n",
      "Epoch 1285/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150441.8281 - mse: 150441.8281\n",
      "Epoch 1286/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150299.3594 - mse: 150299.3594\n",
      "Epoch 1287/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150256.3281 - mse: 150256.3281\n",
      "Epoch 1288/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150206.8281 - mse: 150206.8281\n",
      "Epoch 1289/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150239.7031 - mse: 150239.7031\n",
      "Epoch 1290/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150250.7500 - mse: 150250.7500\n",
      "Epoch 1291/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150214.4844 - mse: 150214.4844\n",
      "Epoch 1292/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150201.6875 - mse: 150201.6875\n",
      "Epoch 1293/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150235.2031 - mse: 150235.2031\n",
      "Epoch 1294/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150819.5469 - mse: 150819.5469\n",
      "Epoch 1295/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150136.8281 - mse: 150136.8281\n",
      "Epoch 1296/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150043.7031 - mse: 150043.7031\n",
      "Epoch 1297/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150361.6250 - mse: 150361.6250\n",
      "Epoch 1298/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150855.0000 - mse: 150855.0000\n",
      "Epoch 1299/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150523.7031 - mse: 150523.7031\n",
      "Epoch 1300/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150695.2969 - mse: 150695.2969\n",
      "Epoch 1301/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150482.3594 - mse: 150482.3594\n",
      "Epoch 1302/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150323.1094 - mse: 150323.1094\n",
      "Epoch 1303/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150191.1094 - mse: 150191.1094\n",
      "Epoch 1304/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150308.3438 - mse: 150308.3438\n",
      "Epoch 1305/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150425.0781 - mse: 150425.0781\n",
      "Epoch 1306/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150185.0625 - mse: 150185.0625\n",
      "Epoch 1307/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150209.0625 - mse: 150209.0625\n",
      "Epoch 1308/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150177.6875 - mse: 150177.6875\n",
      "Epoch 1309/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150312.8438 - mse: 150312.8438\n",
      "Epoch 1310/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150127.5938 - mse: 150127.5938\n",
      "Epoch 1311/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150151.0938 - mse: 150151.0938\n",
      "Epoch 1312/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 11ms/step - loss: 150445.5781 - mse: 150445.5781\n",
      "Epoch 1313/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150244.1406 - mse: 150244.1406\n",
      "Epoch 1314/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150375.4688 - mse: 150375.4688\n",
      "Epoch 1315/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150698.9375 - mse: 150698.9375\n",
      "Epoch 1316/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150400.6406 - mse: 150400.6406\n",
      "Epoch 1317/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150447.7812 - mse: 150447.7812\n",
      "Epoch 1318/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150544.1406 - mse: 150544.1406\n",
      "Epoch 1319/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150237.8750 - mse: 150237.8750\n",
      "Epoch 1320/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150045.7188 - mse: 150045.7188\n",
      "Epoch 1321/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150244.0156 - mse: 150244.0156\n",
      "Epoch 1322/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151013.7812 - mse: 151013.7812\n",
      "Epoch 1323/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150331.9531 - mse: 150331.9531\n",
      "Epoch 1324/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150223.1875 - mse: 150223.1875\n",
      "Epoch 1325/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150141.4062 - mse: 150141.4062\n",
      "Epoch 1326/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151115.5938 - mse: 151115.5938\n",
      "Epoch 1327/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150174.5938 - mse: 150174.5938\n",
      "Epoch 1328/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150421.0000 - mse: 150421.0000\n",
      "Epoch 1329/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150570.7812 - mse: 150570.7812\n",
      "Epoch 1330/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150148.6250 - mse: 150148.6406\n",
      "Epoch 1331/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150144.8281 - mse: 150144.8281\n",
      "Epoch 1332/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150166.4375 - mse: 150166.4375\n",
      "Epoch 1333/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150290.1250 - mse: 150290.1406\n",
      "Epoch 1334/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150152.0625 - mse: 150152.0625\n",
      "Epoch 1335/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150166.9375 - mse: 150166.9375\n",
      "Epoch 1336/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150332.5156 - mse: 150332.5156\n",
      "Epoch 1337/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150135.1406 - mse: 150135.1406\n",
      "Epoch 1338/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150174.4062 - mse: 150174.4062\n",
      "Epoch 1339/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150380.5938 - mse: 150380.5938\n",
      "Epoch 1340/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150273.9844 - mse: 150273.9844\n",
      "Epoch 1341/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150274.2656 - mse: 150274.2656\n",
      "Epoch 1342/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150469.6406 - mse: 150469.6406\n",
      "Epoch 1343/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151037.7812 - mse: 151037.7812\n",
      "Epoch 1344/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151456.9531 - mse: 151456.9531\n",
      "Epoch 1345/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150559.3125 - mse: 150559.3125\n",
      "Epoch 1346/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150218.0625 - mse: 150218.0625\n",
      "Epoch 1347/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150332.7188 - mse: 150332.7031\n",
      "Epoch 1348/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150207.8438 - mse: 150207.8594\n",
      "Epoch 1349/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150070.6719 - mse: 150070.6719\n",
      "Epoch 1350/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150167.8750 - mse: 150167.8750\n",
      "Epoch 1351/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150431.1406 - mse: 150431.1406\n",
      "Epoch 1352/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150182.1250 - mse: 150182.1250\n",
      "Epoch 1353/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150813.8750 - mse: 150813.8750\n",
      "Epoch 1354/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150352.0000 - mse: 150352.0000\n",
      "Epoch 1355/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150222.4688 - mse: 150222.4688\n",
      "Epoch 1356/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150107.5469 - mse: 150107.5469\n",
      "Epoch 1357/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150418.3906 - mse: 150418.3906\n",
      "Epoch 1358/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150242.9219 - mse: 150242.9219\n",
      "Epoch 1359/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150546.2969 - mse: 150546.2969\n",
      "Epoch 1360/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150108.4062 - mse: 150108.4062\n",
      "Epoch 1361/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150153.5625 - mse: 150153.5625\n",
      "Epoch 1362/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150093.1562 - mse: 150093.1562\n",
      "Epoch 1363/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150333.8438 - mse: 150333.8438\n",
      "Epoch 1364/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150411.4531 - mse: 150411.4531\n",
      "Epoch 1365/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150712.5938 - mse: 150712.5938\n",
      "Epoch 1366/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150301.2969 - mse: 150301.2969\n",
      "Epoch 1367/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150209.9844 - mse: 150209.9844\n",
      "Epoch 1368/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150068.0938 - mse: 150068.0938\n",
      "Epoch 1369/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150303.4062 - mse: 150303.4062\n",
      "Epoch 1370/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150092.6250 - mse: 150092.6250\n",
      "Epoch 1371/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150186.7969 - mse: 150186.7969\n",
      "Epoch 1372/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150250.5312 - mse: 150250.5156\n",
      "Epoch 1373/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150190.9375 - mse: 150190.9375\n",
      "Epoch 1374/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150286.2500 - mse: 150286.2656\n",
      "Epoch 1375/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150313.7031 - mse: 150313.7031\n",
      "Epoch 1376/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150319.0625 - mse: 150319.0625\n",
      "Epoch 1377/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150202.8281 - mse: 150202.8281\n",
      "Epoch 1378/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150020.4375 - mse: 150020.4375\n",
      "Epoch 1379/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150204.5938 - mse: 150204.5938\n",
      "Epoch 1380/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150325.4375 - mse: 150325.4375\n",
      "Epoch 1381/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150429.4062 - mse: 150429.4062\n",
      "Epoch 1382/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150648.6406 - mse: 150648.6406\n",
      "Epoch 1383/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150352.1719 - mse: 150352.1719\n",
      "Epoch 1384/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150545.4531 - mse: 150545.4531\n",
      "Epoch 1385/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150086.9219 - mse: 150086.9219\n",
      "Epoch 1386/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 149915.9531 - mse: 149915.9531\n",
      "Epoch 1387/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150137.9844 - mse: 150137.9844\n",
      "Epoch 1388/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 10ms/step - loss: 150288.0312 - mse: 150288.0312\n",
      "Epoch 1389/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150472.4219 - mse: 150472.4219\n",
      "Epoch 1390/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150892.5469 - mse: 150892.5469\n",
      "Epoch 1391/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150524.6250 - mse: 150524.6250\n",
      "Epoch 1392/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150623.7500 - mse: 150623.7500\n",
      "Epoch 1393/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150617.9219 - mse: 150617.9219\n",
      "Epoch 1394/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150435.7188 - mse: 150435.7188\n",
      "Epoch 1395/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150141.0469 - mse: 150141.0469\n",
      "Epoch 1396/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150082.6562 - mse: 150082.6562\n",
      "Epoch 1397/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 149950.9062 - mse: 149950.9062\n",
      "Epoch 1398/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 149999.5469 - mse: 149999.5469\n",
      "Epoch 1399/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150786.7188 - mse: 150786.7188\n",
      "Epoch 1400/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150723.9062 - mse: 150723.9062\n",
      "Epoch 1401/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150637.1094 - mse: 150637.1094\n",
      "Epoch 1402/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150926.6875 - mse: 150926.6875\n",
      "Epoch 1403/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150228.8594 - mse: 150228.8594\n",
      "Epoch 1404/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150335.1719 - mse: 150335.1719\n",
      "Epoch 1405/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150506.2344 - mse: 150506.2344\n",
      "Epoch 1406/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150266.3281 - mse: 150266.3281\n",
      "Epoch 1407/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150161.9531 - mse: 150161.9531\n",
      "Epoch 1408/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150169.2969 - mse: 150169.2969\n",
      "Epoch 1409/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150744.2500 - mse: 150744.2500\n",
      "Epoch 1410/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150414.2812 - mse: 150414.2812\n",
      "Epoch 1411/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150465.4062 - mse: 150465.4062\n",
      "Epoch 1412/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150465.6719 - mse: 150465.6719\n",
      "Epoch 1413/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150326.1562 - mse: 150326.1562\n",
      "Epoch 1414/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150630.1719 - mse: 150630.1719\n",
      "Epoch 1415/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150210.0938 - mse: 150210.0938\n",
      "Epoch 1416/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150228.4688 - mse: 150228.4688\n",
      "Epoch 1417/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150161.1406 - mse: 150161.1406\n",
      "Epoch 1418/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150067.5312 - mse: 150067.5312\n",
      "Epoch 1419/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150084.0781 - mse: 150084.0781\n",
      "Epoch 1420/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150219.5156 - mse: 150219.5156\n",
      "Epoch 1421/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150100.2188 - mse: 150100.2188\n",
      "Epoch 1422/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150158.0938 - mse: 150158.0938\n",
      "Epoch 1423/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150229.2188 - mse: 150229.2188\n",
      "Epoch 1424/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150243.3594 - mse: 150243.3594\n",
      "Epoch 1425/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150245.5938 - mse: 150245.5938\n",
      "Epoch 1426/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150138.7500 - mse: 150138.7500\n",
      "Epoch 1427/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150090.2188 - mse: 150090.2188\n",
      "Epoch 1428/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150899.2344 - mse: 150899.2344\n",
      "Epoch 1429/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150043.5156 - mse: 150043.5156\n",
      "Epoch 1430/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150049.4531 - mse: 150049.4531\n",
      "Epoch 1431/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150128.6719 - mse: 150128.6719\n",
      "Epoch 1432/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150145.0469 - mse: 150145.0469\n",
      "Epoch 1433/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150616.8438 - mse: 150616.8438\n",
      "Epoch 1434/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150266.9531 - mse: 150266.9531\n",
      "Epoch 1435/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150356.4531 - mse: 150356.4531\n",
      "Epoch 1436/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150167.2031 - mse: 150167.2031\n",
      "Epoch 1437/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150111.1719 - mse: 150111.1719\n",
      "Epoch 1438/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150294.0469 - mse: 150294.0469\n",
      "Epoch 1439/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150056.2188 - mse: 150056.2188\n",
      "Epoch 1440/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150130.2031 - mse: 150130.2031\n",
      "Epoch 1441/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150083.2344 - mse: 150083.2344\n",
      "Epoch 1442/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150046.0625 - mse: 150046.0625\n",
      "Epoch 1443/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150092.9062 - mse: 150092.9062\n",
      "Epoch 1444/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150324.0156 - mse: 150324.0156\n",
      "Epoch 1445/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150337.4375 - mse: 150337.4375\n",
      "Epoch 1446/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150118.5469 - mse: 150118.5469\n",
      "Epoch 1447/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150140.7188 - mse: 150140.7188\n",
      "Epoch 1448/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150048.4375 - mse: 150048.4375\n",
      "Epoch 1449/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150024.4219 - mse: 150024.4219\n",
      "Epoch 1450/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150207.4844 - mse: 150207.4844\n",
      "Epoch 1451/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150161.5625 - mse: 150161.5625\n",
      "Epoch 1452/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150258.5938 - mse: 150258.5938\n",
      "Epoch 1453/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150367.0000 - mse: 150367.0000\n",
      "Epoch 1454/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150196.8281 - mse: 150196.8281\n",
      "Epoch 1455/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150515.0938 - mse: 150515.0938\n",
      "Epoch 1456/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150058.5312 - mse: 150058.5312\n",
      "Epoch 1457/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150137.3594 - mse: 150137.3594\n",
      "Epoch 1458/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150020.7812 - mse: 150020.7812\n",
      "Epoch 1459/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150419.7500 - mse: 150419.7500\n",
      "Epoch 1460/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150587.2031 - mse: 150587.2031\n",
      "Epoch 1461/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150258.7969 - mse: 150258.7969\n",
      "Epoch 1462/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150065.0469 - mse: 150065.0469\n",
      "Epoch 1463/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 149965.7500 - mse: 149965.7500\n",
      "Epoch 1464/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 12ms/step - loss: 151237.1406 - mse: 151237.1406\n",
      "Epoch 1465/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150404.0469 - mse: 150404.0469\n",
      "Epoch 1466/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150568.9375 - mse: 150568.9375\n",
      "Epoch 1467/3500\n",
      "2/2 [==============================] - 0s 36ms/step - loss: 150179.9219 - mse: 150179.9219\n",
      "Epoch 1468/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150510.0625 - mse: 150510.0625\n",
      "Epoch 1469/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150080.5625 - mse: 150080.5625\n",
      "Epoch 1470/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150091.2500 - mse: 150091.2500\n",
      "Epoch 1471/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150066.3281 - mse: 150066.3281\n",
      "Epoch 1472/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150079.3281 - mse: 150079.3281\n",
      "Epoch 1473/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150766.7188 - mse: 150766.7188\n",
      "Epoch 1474/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150555.4844 - mse: 150555.4844\n",
      "Epoch 1475/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150089.5469 - mse: 150089.5469\n",
      "Epoch 1476/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150053.6562 - mse: 150053.6562\n",
      "Epoch 1477/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150222.4375 - mse: 150222.4375\n",
      "Epoch 1478/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150066.7656 - mse: 150066.7656\n",
      "Epoch 1479/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150054.2969 - mse: 150054.2969\n",
      "Epoch 1480/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150126.2188 - mse: 150126.2188\n",
      "Epoch 1481/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150103.9375 - mse: 150103.9375\n",
      "Epoch 1482/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150484.7500 - mse: 150484.7500\n",
      "Epoch 1483/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150016.4688 - mse: 150016.4688\n",
      "Epoch 1484/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150022.6719 - mse: 150022.6719\n",
      "Epoch 1485/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150187.4688 - mse: 150187.4688\n",
      "Epoch 1486/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150228.9375 - mse: 150228.9375\n",
      "Epoch 1487/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150743.1719 - mse: 150743.1719\n",
      "Epoch 1488/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150181.4062 - mse: 150181.4062\n",
      "Epoch 1489/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150283.1719 - mse: 150283.1719\n",
      "Epoch 1490/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150305.0781 - mse: 150305.0781\n",
      "Epoch 1491/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150250.7188 - mse: 150250.7188\n",
      "Epoch 1492/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150120.3750 - mse: 150120.3750\n",
      "Epoch 1493/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150112.3125 - mse: 150112.3125\n",
      "Epoch 1494/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150329.9531 - mse: 150329.9531\n",
      "Epoch 1495/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150249.5938 - mse: 150249.5938\n",
      "Epoch 1496/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150087.7656 - mse: 150087.7656\n",
      "Epoch 1497/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150289.1562 - mse: 150289.1562\n",
      "Epoch 1498/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150183.0469 - mse: 150183.0469\n",
      "Epoch 1499/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150231.4688 - mse: 150231.4688\n",
      "Epoch 1500/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150382.6250 - mse: 150382.6250\n",
      "Epoch 1501/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150424.8594 - mse: 150424.8594\n",
      "Epoch 1502/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150331.3125 - mse: 150331.3125\n",
      "Epoch 1503/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150184.5781 - mse: 150184.5781\n",
      "Epoch 1504/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150082.2188 - mse: 150082.2188\n",
      "Epoch 1505/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150113.2656 - mse: 150113.2656\n",
      "Epoch 1506/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150157.0938 - mse: 150157.0938\n",
      "Epoch 1507/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150212.2969 - mse: 150212.2969\n",
      "Epoch 1508/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150418.3594 - mse: 150418.3594\n",
      "Epoch 1509/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150228.6094 - mse: 150228.6094\n",
      "Epoch 1510/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150133.2969 - mse: 150133.2969\n",
      "Epoch 1511/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150066.6250 - mse: 150066.6250\n",
      "Epoch 1512/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150553.4844 - mse: 150553.4844\n",
      "Epoch 1513/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150177.6250 - mse: 150177.6250\n",
      "Epoch 1514/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150188.7656 - mse: 150188.7656\n",
      "Epoch 1515/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150072.9844 - mse: 150072.9844\n",
      "Epoch 1516/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150618.8281 - mse: 150618.8281\n",
      "Epoch 1517/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150053.0000 - mse: 150053.0000\n",
      "Epoch 1518/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150085.3438 - mse: 150085.3438\n",
      "Epoch 1519/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150120.8750 - mse: 150120.8750\n",
      "Epoch 1520/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150872.5312 - mse: 150872.5312\n",
      "Epoch 1521/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150123.5312 - mse: 150123.5312\n",
      "Epoch 1522/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150128.1719 - mse: 150128.1719\n",
      "Epoch 1523/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150171.0469 - mse: 150171.0469\n",
      "Epoch 1524/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150182.7031 - mse: 150182.7031\n",
      "Epoch 1525/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150577.4688 - mse: 150577.4688\n",
      "Epoch 1526/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150714.4375 - mse: 150714.4375\n",
      "Epoch 1527/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150314.6250 - mse: 150314.6250\n",
      "Epoch 1528/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150519.5938 - mse: 150519.5938\n",
      "Epoch 1529/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150548.7031 - mse: 150548.7031\n",
      "Epoch 1530/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150104.3125 - mse: 150104.3125\n",
      "Epoch 1531/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150098.0312 - mse: 150098.0156\n",
      "Epoch 1532/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150112.2500 - mse: 150112.2500\n",
      "Epoch 1533/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150169.9062 - mse: 150169.9062\n",
      "Epoch 1534/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150058.3750 - mse: 150058.3750\n",
      "Epoch 1535/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150148.2344 - mse: 150148.2344\n",
      "Epoch 1536/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150201.3906 - mse: 150201.3906\n",
      "Epoch 1537/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150220.5000 - mse: 150220.5000\n",
      "Epoch 1538/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150066.4375 - mse: 150066.4375\n",
      "Epoch 1539/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150084.0156 - mse: 150084.0156\n",
      "Epoch 1540/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 12ms/step - loss: 150067.8125 - mse: 150067.8125\n",
      "Epoch 1541/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150113.0312 - mse: 150113.0312\n",
      "Epoch 1542/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150081.0156 - mse: 150081.0156\n",
      "Epoch 1543/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150146.1562 - mse: 150146.1562\n",
      "Epoch 1544/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150083.1562 - mse: 150083.1562\n",
      "Epoch 1545/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150159.0938 - mse: 150159.0938\n",
      "Epoch 1546/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150146.8906 - mse: 150146.8906\n",
      "Epoch 1547/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150113.8750 - mse: 150113.8750\n",
      "Epoch 1548/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150089.1719 - mse: 150089.1719\n",
      "Epoch 1549/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150078.8438 - mse: 150078.8438\n",
      "Epoch 1550/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150049.2344 - mse: 150049.2344\n",
      "Epoch 1551/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150043.2969 - mse: 150043.2969\n",
      "Epoch 1552/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150098.9219 - mse: 150098.9219\n",
      "Epoch 1553/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150274.7500 - mse: 150274.7500\n",
      "Epoch 1554/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150100.0625 - mse: 150100.0625\n",
      "Epoch 1555/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150152.4531 - mse: 150152.4375\n",
      "Epoch 1556/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150213.9844 - mse: 150213.9844\n",
      "Epoch 1557/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150188.5938 - mse: 150188.5938\n",
      "Epoch 1558/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150138.2500 - mse: 150138.2500\n",
      "Epoch 1559/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150076.0625 - mse: 150076.0625\n",
      "Epoch 1560/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150539.8594 - mse: 150539.8594\n",
      "Epoch 1561/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150139.6094 - mse: 150139.6094\n",
      "Epoch 1562/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150104.2031 - mse: 150104.2031\n",
      "Epoch 1563/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150102.9062 - mse: 150102.9062\n",
      "Epoch 1564/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150519.8281 - mse: 150519.8281\n",
      "Epoch 1565/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150044.2500 - mse: 150044.2500\n",
      "Epoch 1566/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150066.3750 - mse: 150066.3750\n",
      "Epoch 1567/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150546.3281 - mse: 150546.3281\n",
      "Epoch 1568/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150024.2188 - mse: 150024.2031\n",
      "Epoch 1569/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150198.3281 - mse: 150198.3281\n",
      "Epoch 1570/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150322.1719 - mse: 150322.1719\n",
      "Epoch 1571/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150387.0000 - mse: 150387.0000\n",
      "Epoch 1572/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150370.5312 - mse: 150370.5312\n",
      "Epoch 1573/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150253.0000 - mse: 150253.0000\n",
      "Epoch 1574/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150051.5000 - mse: 150051.5000\n",
      "Epoch 1575/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 149932.8750 - mse: 149932.8750\n",
      "Epoch 1576/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150025.8594 - mse: 150025.8594\n",
      "Epoch 1577/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150005.8594 - mse: 150005.8594\n",
      "Epoch 1578/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150740.1875 - mse: 150740.1875\n",
      "Epoch 1579/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 151091.6250 - mse: 151091.6250\n",
      "Epoch 1580/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151436.3594 - mse: 151436.3594\n",
      "Epoch 1581/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150683.5625 - mse: 150683.5625\n",
      "Epoch 1582/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150370.5469 - mse: 150370.5469\n",
      "Epoch 1583/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150161.7500 - mse: 150161.7500\n",
      "Epoch 1584/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151175.9062 - mse: 151175.9062\n",
      "Epoch 1585/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150203.2031 - mse: 150203.2031\n",
      "Epoch 1586/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150270.2031 - mse: 150270.2031\n",
      "Epoch 1587/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150490.6406 - mse: 150490.6406\n",
      "Epoch 1588/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150539.7969 - mse: 150539.7969\n",
      "Epoch 1589/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150088.7969 - mse: 150088.7969\n",
      "Epoch 1590/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150236.8750 - mse: 150236.8750\n",
      "Epoch 1591/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150155.0312 - mse: 150155.0312\n",
      "Epoch 1592/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150240.1250 - mse: 150240.1250\n",
      "Epoch 1593/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150331.0469 - mse: 150331.0469\n",
      "Epoch 1594/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150567.3125 - mse: 150567.3281\n",
      "Epoch 1595/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150328.1719 - mse: 150328.1719\n",
      "Epoch 1596/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150179.1719 - mse: 150179.1719\n",
      "Epoch 1597/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150456.3438 - mse: 150456.3438\n",
      "Epoch 1598/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150051.4062 - mse: 150051.4062\n",
      "Epoch 1599/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150144.5469 - mse: 150144.5469\n",
      "Epoch 1600/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150161.5156 - mse: 150161.5156\n",
      "Epoch 1601/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150297.7031 - mse: 150297.7031\n",
      "Epoch 1602/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150283.3438 - mse: 150283.3438\n",
      "Epoch 1603/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150186.4062 - mse: 150186.4062\n",
      "Epoch 1604/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150235.1562 - mse: 150235.1562\n",
      "Epoch 1605/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150197.1719 - mse: 150197.1719\n",
      "Epoch 1606/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150043.8281 - mse: 150043.8281\n",
      "Epoch 1607/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150058.8750 - mse: 150058.8750\n",
      "Epoch 1608/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150067.5625 - mse: 150067.5625\n",
      "Epoch 1609/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150183.1250 - mse: 150183.1250\n",
      "Epoch 1610/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150197.8125 - mse: 150197.8125\n",
      "Epoch 1611/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150297.8594 - mse: 150297.8594\n",
      "Epoch 1612/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150276.9844 - mse: 150276.9844\n",
      "Epoch 1613/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150570.4531 - mse: 150570.4531\n",
      "Epoch 1614/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150301.4688 - mse: 150301.4688\n",
      "Epoch 1615/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150164.1719 - mse: 150164.1719\n",
      "Epoch 1616/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 12ms/step - loss: 150103.7812 - mse: 150103.7812\n",
      "Epoch 1617/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150060.1562 - mse: 150060.1562\n",
      "Epoch 1618/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150349.8281 - mse: 150349.8281\n",
      "Epoch 1619/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150169.3281 - mse: 150169.3281\n",
      "Epoch 1620/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150417.4062 - mse: 150417.4062\n",
      "Epoch 1621/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150151.1250 - mse: 150151.1250\n",
      "Epoch 1622/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150403.6406 - mse: 150403.6406\n",
      "Epoch 1623/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150591.4844 - mse: 150591.4844\n",
      "Epoch 1624/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150527.7188 - mse: 150527.7188\n",
      "Epoch 1625/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150802.0938 - mse: 150802.0938\n",
      "Epoch 1626/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150657.3594 - mse: 150657.3594\n",
      "Epoch 1627/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150799.8750 - mse: 150799.8750\n",
      "Epoch 1628/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150666.9375 - mse: 150666.9375\n",
      "Epoch 1629/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150131.3125 - mse: 150131.3125\n",
      "Epoch 1630/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150320.3125 - mse: 150320.3125\n",
      "Epoch 1631/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150005.5312 - mse: 150005.5312\n",
      "Epoch 1632/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150205.7344 - mse: 150205.7344\n",
      "Epoch 1633/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150302.1406 - mse: 150302.1406\n",
      "Epoch 1634/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151019.4062 - mse: 151019.4062\n",
      "Epoch 1635/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150462.2812 - mse: 150462.2812\n",
      "Epoch 1636/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150808.7812 - mse: 150808.7812\n",
      "Epoch 1637/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150308.8281 - mse: 150308.8281\n",
      "Epoch 1638/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150125.6719 - mse: 150125.6719\n",
      "Epoch 1639/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150476.7500 - mse: 150476.7500\n",
      "Epoch 1640/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150161.6719 - mse: 150161.6719\n",
      "Epoch 1641/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150001.5156 - mse: 150001.5156\n",
      "Epoch 1642/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150043.6875 - mse: 150043.6875\n",
      "Epoch 1643/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150257.9844 - mse: 150257.9844\n",
      "Epoch 1644/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150348.0156 - mse: 150348.0156\n",
      "Epoch 1645/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150540.6094 - mse: 150540.6094\n",
      "Epoch 1646/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150288.2188 - mse: 150288.2188\n",
      "Epoch 1647/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150319.6094 - mse: 150319.6094\n",
      "Epoch 1648/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150036.2500 - mse: 150036.2500\n",
      "Epoch 1649/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150431.7969 - mse: 150431.7969\n",
      "Epoch 1650/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150099.9688 - mse: 150099.9688\n",
      "Epoch 1651/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150479.9531 - mse: 150479.9531\n",
      "Epoch 1652/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150356.8281 - mse: 150356.8281\n",
      "Epoch 1653/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150163.3281 - mse: 150163.3281\n",
      "Epoch 1654/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150557.2500 - mse: 150557.2500\n",
      "Epoch 1655/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150054.0000 - mse: 150054.0000\n",
      "Epoch 1656/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150168.6875 - mse: 150168.6875\n",
      "Epoch 1657/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150117.3594 - mse: 150117.3594\n",
      "Epoch 1658/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150003.7656 - mse: 150003.7656\n",
      "Epoch 1659/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150167.9219 - mse: 150167.9219\n",
      "Epoch 1660/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150315.2812 - mse: 150315.2812\n",
      "Epoch 1661/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150278.1719 - mse: 150278.1719\n",
      "Epoch 1662/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150331.3281 - mse: 150331.3281\n",
      "Epoch 1663/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150116.1406 - mse: 150116.1406\n",
      "Epoch 1664/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150069.0156 - mse: 150069.0156\n",
      "Epoch 1665/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150229.2500 - mse: 150229.2500\n",
      "Epoch 1666/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150021.4062 - mse: 150021.4062\n",
      "Epoch 1667/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150245.7969 - mse: 150245.7969\n",
      "Epoch 1668/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150334.7656 - mse: 150334.7656\n",
      "Epoch 1669/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150402.7188 - mse: 150402.7188\n",
      "Epoch 1670/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150397.2031 - mse: 150397.2031\n",
      "Epoch 1671/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150226.7500 - mse: 150226.7500\n",
      "Epoch 1672/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150391.4531 - mse: 150391.4531\n",
      "Epoch 1673/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150194.5312 - mse: 150194.5312\n",
      "Epoch 1674/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150206.5938 - mse: 150206.5938\n",
      "Epoch 1675/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150200.7500 - mse: 150200.7500\n",
      "Epoch 1676/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150158.3125 - mse: 150158.3125\n",
      "Epoch 1677/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150059.8281 - mse: 150059.8281\n",
      "Epoch 1678/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150616.0156 - mse: 150616.0156\n",
      "Epoch 1679/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150140.4375 - mse: 150140.4375\n",
      "Epoch 1680/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150052.7344 - mse: 150052.7344\n",
      "Epoch 1681/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150008.2344 - mse: 150008.2344\n",
      "Epoch 1682/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150197.3281 - mse: 150197.3281\n",
      "Epoch 1683/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150663.7812 - mse: 150663.7812\n",
      "Epoch 1684/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150481.6094 - mse: 150481.6094\n",
      "Epoch 1685/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150467.0938 - mse: 150467.0938\n",
      "Epoch 1686/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150067.3125 - mse: 150067.3125\n",
      "Epoch 1687/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 149919.0156 - mse: 149919.0156\n",
      "Epoch 1688/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150042.5625 - mse: 150042.5625\n",
      "Epoch 1689/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150404.2812 - mse: 150404.2812\n",
      "Epoch 1690/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150837.2812 - mse: 150837.2812\n",
      "Epoch 1691/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150411.3125 - mse: 150411.3125\n",
      "Epoch 1692/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 12ms/step - loss: 151171.9375 - mse: 151171.9375\n",
      "Epoch 1693/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150053.4375 - mse: 150053.4375\n",
      "Epoch 1694/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150157.1406 - mse: 150157.1406\n",
      "Epoch 1695/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150192.4531 - mse: 150192.4531\n",
      "Epoch 1696/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150094.8750 - mse: 150094.8750\n",
      "Epoch 1697/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150108.5312 - mse: 150108.5312\n",
      "Epoch 1698/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150043.9219 - mse: 150043.9219\n",
      "Epoch 1699/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150124.6719 - mse: 150124.6719\n",
      "Epoch 1700/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150063.4062 - mse: 150063.4062\n",
      "Epoch 1701/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150225.6094 - mse: 150225.6094\n",
      "Epoch 1702/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150404.2188 - mse: 150404.2188\n",
      "Epoch 1703/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150571.2188 - mse: 150571.2188\n",
      "Epoch 1704/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150581.7969 - mse: 150581.7969\n",
      "Epoch 1705/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150458.4375 - mse: 150458.4375\n",
      "Epoch 1706/3500\n",
      "2/2 [==============================] - 0s 16ms/step - loss: 150281.1562 - mse: 150281.1562\n",
      "Epoch 1707/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150202.0938 - mse: 150202.0938\n",
      "Epoch 1708/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150216.2031 - mse: 150216.2031\n",
      "Epoch 1709/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150396.9375 - mse: 150396.9375\n",
      "Epoch 1710/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150205.1875 - mse: 150205.1875\n",
      "Epoch 1711/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150420.6406 - mse: 150420.6406\n",
      "Epoch 1712/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150646.7969 - mse: 150646.7969\n",
      "Epoch 1713/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150482.9844 - mse: 150482.9844\n",
      "Epoch 1714/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150067.1719 - mse: 150067.1719\n",
      "Epoch 1715/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150080.9688 - mse: 150080.9688\n",
      "Epoch 1716/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150165.5938 - mse: 150165.5938\n",
      "Epoch 1717/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150014.7656 - mse: 150014.7656\n",
      "Epoch 1718/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150506.1250 - mse: 150506.1250\n",
      "Epoch 1719/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150655.8750 - mse: 150655.8750\n",
      "Epoch 1720/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150534.4844 - mse: 150534.4844\n",
      "Epoch 1721/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150321.4844 - mse: 150321.4844\n",
      "Epoch 1722/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150455.4219 - mse: 150455.4375\n",
      "Epoch 1723/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150161.9219 - mse: 150161.9219\n",
      "Epoch 1724/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150371.9531 - mse: 150371.9531\n",
      "Epoch 1725/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150195.0625 - mse: 150195.0625\n",
      "Epoch 1726/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150061.5938 - mse: 150061.5938\n",
      "Epoch 1727/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150302.0312 - mse: 150302.0312\n",
      "Epoch 1728/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150035.1250 - mse: 150035.1250\n",
      "Epoch 1729/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150081.6094 - mse: 150081.6094\n",
      "Epoch 1730/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150308.8281 - mse: 150308.8281\n",
      "Epoch 1731/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151257.8125 - mse: 151257.7969\n",
      "Epoch 1732/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150159.0156 - mse: 150159.0156\n",
      "Epoch 1733/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150170.8594 - mse: 150170.8594\n",
      "Epoch 1734/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150138.2188 - mse: 150138.2188\n",
      "Epoch 1735/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150081.9062 - mse: 150081.9062\n",
      "Epoch 1736/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150426.8750 - mse: 150426.8750\n",
      "Epoch 1737/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 151839.4844 - mse: 151839.4844\n",
      "Epoch 1738/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150193.1250 - mse: 150193.1250\n",
      "Epoch 1739/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150353.1562 - mse: 150353.1562\n",
      "Epoch 1740/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150124.7656 - mse: 150124.7656\n",
      "Epoch 1741/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150325.2188 - mse: 150325.2188\n",
      "Epoch 1742/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150095.4531 - mse: 150095.4531\n",
      "Epoch 1743/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150112.1875 - mse: 150112.1875\n",
      "Epoch 1744/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150742.7969 - mse: 150742.7969\n",
      "Epoch 1745/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150111.2969 - mse: 150111.2969\n",
      "Epoch 1746/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150108.7656 - mse: 150108.7656\n",
      "Epoch 1747/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150055.5469 - mse: 150055.5469\n",
      "Epoch 1748/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150062.3594 - mse: 150062.3594\n",
      "Epoch 1749/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150077.6406 - mse: 150077.6406\n",
      "Epoch 1750/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150083.7500 - mse: 150083.7500\n",
      "Epoch 1751/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150221.4531 - mse: 150221.4531\n",
      "Epoch 1752/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150184.5469 - mse: 150184.5469\n",
      "Epoch 1753/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150062.8281 - mse: 150062.8281\n",
      "Epoch 1754/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150562.9062 - mse: 150562.9062\n",
      "Epoch 1755/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150249.9375 - mse: 150249.9375\n",
      "Epoch 1756/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150218.5625 - mse: 150218.5625\n",
      "Epoch 1757/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150184.8750 - mse: 150184.8750\n",
      "Epoch 1758/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150170.6406 - mse: 150170.6406\n",
      "Epoch 1759/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150384.5000 - mse: 150384.5000\n",
      "Epoch 1760/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150323.1406 - mse: 150323.1406\n",
      "Epoch 1761/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150227.2344 - mse: 150227.2500\n",
      "Epoch 1762/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150675.2188 - mse: 150675.2188\n",
      "Epoch 1763/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150061.5156 - mse: 150061.5156\n",
      "Epoch 1764/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150084.7188 - mse: 150084.7188\n",
      "Epoch 1765/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150039.7812 - mse: 150039.7812\n",
      "Epoch 1766/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150459.4531 - mse: 150459.4531\n",
      "Epoch 1767/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150064.6406 - mse: 150064.6406\n",
      "Epoch 1768/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150140.3281 - mse: 150140.3281\n",
      "Epoch 1769/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 7ms/step - loss: 149967.9219 - mse: 149967.9219\n",
      "Epoch 1770/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150029.6562 - mse: 150029.6562\n",
      "Epoch 1771/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150381.4531 - mse: 150381.4531\n",
      "Epoch 1772/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150371.5000 - mse: 150371.5000\n",
      "Epoch 1773/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150349.7812 - mse: 150349.7812\n",
      "Epoch 1774/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150515.6094 - mse: 150515.6094\n",
      "Epoch 1775/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150155.8281 - mse: 150155.8281\n",
      "Epoch 1776/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150249.3906 - mse: 150249.3906\n",
      "Epoch 1777/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150191.7344 - mse: 150191.7344\n",
      "Epoch 1778/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150206.8906 - mse: 150206.8906\n",
      "Epoch 1779/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150060.8750 - mse: 150060.8750\n",
      "Epoch 1780/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150095.1719 - mse: 150095.1719\n",
      "Epoch 1781/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150464.2031 - mse: 150464.2031\n",
      "Epoch 1782/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150034.5312 - mse: 150034.5312\n",
      "Epoch 1783/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150163.7500 - mse: 150163.7500\n",
      "Epoch 1784/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150053.4531 - mse: 150053.4531\n",
      "Epoch 1785/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150100.9062 - mse: 150100.9062\n",
      "Epoch 1786/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150173.6406 - mse: 150173.6406\n",
      "Epoch 1787/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150212.2656 - mse: 150212.2656\n",
      "Epoch 1788/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150525.0625 - mse: 150525.0625\n",
      "Epoch 1789/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150236.7500 - mse: 150236.7656\n",
      "Epoch 1790/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150831.9375 - mse: 150831.9531\n",
      "Epoch 1791/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150097.3125 - mse: 150097.3125\n",
      "Epoch 1792/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150044.0156 - mse: 150044.0156\n",
      "Epoch 1793/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150114.2188 - mse: 150114.2188\n",
      "Epoch 1794/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150210.2812 - mse: 150210.2812\n",
      "Epoch 1795/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150254.3594 - mse: 150254.3594\n",
      "Epoch 1796/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150301.8438 - mse: 150301.8438\n",
      "Epoch 1797/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150353.9531 - mse: 150353.9531\n",
      "Epoch 1798/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150116.4062 - mse: 150116.4062\n",
      "Epoch 1799/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150100.8281 - mse: 150100.8281\n",
      "Epoch 1800/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150143.0781 - mse: 150143.0781\n",
      "Epoch 1801/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150115.2500 - mse: 150115.2500\n",
      "Epoch 1802/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150081.6406 - mse: 150081.6406\n",
      "Epoch 1803/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150186.0781 - mse: 150186.0781\n",
      "Epoch 1804/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150141.9531 - mse: 150141.9531\n",
      "Epoch 1805/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150081.4531 - mse: 150081.4531\n",
      "Epoch 1806/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151116.5156 - mse: 151116.5156\n",
      "Epoch 1807/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 151387.5469 - mse: 151387.5469\n",
      "Epoch 1808/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150070.7969 - mse: 150070.7969\n",
      "Epoch 1809/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150414.3281 - mse: 150414.3281\n",
      "Epoch 1810/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150509.7500 - mse: 150509.7500\n",
      "Epoch 1811/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150125.3125 - mse: 150125.3125\n",
      "Epoch 1812/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150075.6719 - mse: 150075.6719\n",
      "Epoch 1813/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150648.1562 - mse: 150648.1562\n",
      "Epoch 1814/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150021.1250 - mse: 150021.1406\n",
      "Epoch 1815/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150224.2188 - mse: 150224.2188\n",
      "Epoch 1816/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150314.1719 - mse: 150314.1719\n",
      "Epoch 1817/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150132.5781 - mse: 150132.5781\n",
      "Epoch 1818/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150050.4062 - mse: 150050.4062\n",
      "Epoch 1819/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150034.4844 - mse: 150034.4844\n",
      "Epoch 1820/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150310.6094 - mse: 150310.5938\n",
      "Epoch 1821/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150135.3594 - mse: 150135.3594\n",
      "Epoch 1822/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150276.9062 - mse: 150276.9062\n",
      "Epoch 1823/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150137.9531 - mse: 150137.9531\n",
      "Epoch 1824/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150095.9375 - mse: 150095.9375\n",
      "Epoch 1825/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150108.7656 - mse: 150108.7656\n",
      "Epoch 1826/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150128.6719 - mse: 150128.6719\n",
      "Epoch 1827/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150267.2344 - mse: 150267.2344\n",
      "Epoch 1828/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150859.4062 - mse: 150859.4062\n",
      "Epoch 1829/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150163.0000 - mse: 150163.0000\n",
      "Epoch 1830/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150179.3594 - mse: 150179.3594\n",
      "Epoch 1831/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150729.6094 - mse: 150729.6094\n",
      "Epoch 1832/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150235.2344 - mse: 150235.2344\n",
      "Epoch 1833/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150217.6719 - mse: 150217.6719\n",
      "Epoch 1834/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150137.1406 - mse: 150137.1406\n",
      "Epoch 1835/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150078.9844 - mse: 150078.9844\n",
      "Epoch 1836/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150378.1875 - mse: 150378.1875\n",
      "Epoch 1837/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151317.8594 - mse: 151317.8594\n",
      "Epoch 1838/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150930.5156 - mse: 150930.5156\n",
      "Epoch 1839/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150281.2344 - mse: 150281.2344\n",
      "Epoch 1840/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150175.0625 - mse: 150175.0625\n",
      "Epoch 1841/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150221.5781 - mse: 150221.5781\n",
      "Epoch 1842/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150084.1406 - mse: 150084.1406\n",
      "Epoch 1843/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150011.3438 - mse: 150011.3438\n",
      "Epoch 1844/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150058.0625 - mse: 150058.0625\n",
      "Epoch 1845/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150047.0156 - mse: 150047.0156\n",
      "Epoch 1846/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 6ms/step - loss: 150249.9219 - mse: 150249.9219\n",
      "Epoch 1847/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150696.1719 - mse: 150696.1719\n",
      "Epoch 1848/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150454.3281 - mse: 150454.3281\n",
      "Epoch 1849/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150143.6719 - mse: 150143.6719\n",
      "Epoch 1850/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150049.8750 - mse: 150049.8750\n",
      "Epoch 1851/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150375.0156 - mse: 150375.0156\n",
      "Epoch 1852/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150411.3594 - mse: 150411.3594\n",
      "Epoch 1853/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150182.2656 - mse: 150182.2656\n",
      "Epoch 1854/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150185.2188 - mse: 150185.2188\n",
      "Epoch 1855/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150418.2500 - mse: 150418.2500\n",
      "Epoch 1856/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150116.0938 - mse: 150116.0938\n",
      "Epoch 1857/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150042.3281 - mse: 150042.3281\n",
      "Epoch 1858/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150099.3594 - mse: 150099.3594\n",
      "Epoch 1859/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150193.5469 - mse: 150193.5469\n",
      "Epoch 1860/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150258.5312 - mse: 150258.5312\n",
      "Epoch 1861/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150402.4062 - mse: 150402.4062\n",
      "Epoch 1862/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150579.0938 - mse: 150579.0938\n",
      "Epoch 1863/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150649.1250 - mse: 150649.1250\n",
      "Epoch 1864/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150687.4219 - mse: 150687.4219\n",
      "Epoch 1865/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150520.6875 - mse: 150520.6875\n",
      "Epoch 1866/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150305.7500 - mse: 150305.7500\n",
      "Epoch 1867/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150169.6406 - mse: 150169.6406\n",
      "Epoch 1868/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150060.4062 - mse: 150060.4062\n",
      "Epoch 1869/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 149982.3594 - mse: 149982.3594\n",
      "Epoch 1870/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150358.9844 - mse: 150358.9844\n",
      "Epoch 1871/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150341.0312 - mse: 150341.0312\n",
      "Epoch 1872/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150200.4375 - mse: 150200.4375\n",
      "Epoch 1873/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150086.4844 - mse: 150086.4844\n",
      "Epoch 1874/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150385.7812 - mse: 150385.7812\n",
      "Epoch 1875/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150202.7969 - mse: 150202.7969\n",
      "Epoch 1876/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150198.9531 - mse: 150198.9531\n",
      "Epoch 1877/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150014.1719 - mse: 150014.1719\n",
      "Epoch 1878/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149991.6562 - mse: 149991.6562\n",
      "Epoch 1879/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150874.4062 - mse: 150874.4062\n",
      "Epoch 1880/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150680.5625 - mse: 150680.5625\n",
      "Epoch 1881/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150745.6875 - mse: 150745.6875\n",
      "Epoch 1882/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150333.6875 - mse: 150333.6875\n",
      "Epoch 1883/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150149.6406 - mse: 150149.6406\n",
      "Epoch 1884/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150829.9375 - mse: 150829.9375\n",
      "Epoch 1885/3500\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 150125.6094 - mse: 150125.6094\n",
      "Epoch 1886/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150321.2812 - mse: 150321.2812\n",
      "Epoch 1887/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150732.0938 - mse: 150732.0938\n",
      "Epoch 1888/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150279.1250 - mse: 150279.1250\n",
      "Epoch 1889/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150089.3594 - mse: 150089.3594\n",
      "Epoch 1890/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150056.7500 - mse: 150056.7500\n",
      "Epoch 1891/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150034.0781 - mse: 150034.0625\n",
      "Epoch 1892/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150193.0156 - mse: 150193.0156\n",
      "Epoch 1893/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150161.7969 - mse: 150161.7969\n",
      "Epoch 1894/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150112.7812 - mse: 150112.7812\n",
      "Epoch 1895/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150127.3750 - mse: 150127.3750\n",
      "Epoch 1896/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150113.8906 - mse: 150113.8906\n",
      "Epoch 1897/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150117.2500 - mse: 150117.2500\n",
      "Epoch 1898/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150019.6719 - mse: 150019.6719\n",
      "Epoch 1899/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150120.0469 - mse: 150120.0469\n",
      "Epoch 1900/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 149967.2031 - mse: 149967.2031\n",
      "Epoch 1901/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150349.5469 - mse: 150349.5469\n",
      "Epoch 1902/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150570.7969 - mse: 150570.7969\n",
      "Epoch 1903/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150670.5156 - mse: 150670.5156\n",
      "Epoch 1904/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150897.5625 - mse: 150897.5625\n",
      "Epoch 1905/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150459.5000 - mse: 150459.5000\n",
      "Epoch 1906/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150371.5312 - mse: 150371.5312\n",
      "Epoch 1907/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150275.9062 - mse: 150275.9062\n",
      "Epoch 1908/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150085.9844 - mse: 150085.9844\n",
      "Epoch 1909/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150002.5625 - mse: 150002.5469\n",
      "Epoch 1910/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150074.9219 - mse: 150074.9219\n",
      "Epoch 1911/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150279.2031 - mse: 150279.2031\n",
      "Epoch 1912/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150552.7969 - mse: 150552.7969\n",
      "Epoch 1913/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150234.1406 - mse: 150234.1406\n",
      "Epoch 1914/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150283.6406 - mse: 150283.6406\n",
      "Epoch 1915/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150517.8750 - mse: 150517.8750\n",
      "Epoch 1916/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150291.3438 - mse: 150291.3438\n",
      "Epoch 1917/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150328.7500 - mse: 150328.7500\n",
      "Epoch 1918/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150489.2344 - mse: 150489.2344\n",
      "Epoch 1919/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150498.7656 - mse: 150498.7656\n",
      "Epoch 1920/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150143.8906 - mse: 150143.8906\n",
      "Epoch 1921/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 149985.5938 - mse: 149985.5781\n",
      "Epoch 1922/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 149945.4375 - mse: 149945.4375\n",
      "Epoch 1923/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 11ms/step - loss: 150309.3750 - mse: 150309.3750\n",
      "Epoch 1924/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150397.4531 - mse: 150397.4531\n",
      "Epoch 1925/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150681.3281 - mse: 150681.3281\n",
      "Epoch 1926/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151023.0625 - mse: 151023.0625\n",
      "Epoch 1927/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150121.0625 - mse: 150121.0625\n",
      "Epoch 1928/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 149742.2969 - mse: 149742.2969\n",
      "Epoch 1929/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 149844.8906 - mse: 149844.8906\n",
      "Epoch 1930/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150374.4375 - mse: 150374.4375\n",
      "Epoch 1931/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151089.3125 - mse: 151089.3125\n",
      "Epoch 1932/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151685.9062 - mse: 151685.9062\n",
      "Epoch 1933/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151344.3906 - mse: 151344.3906\n",
      "Epoch 1934/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151313.4062 - mse: 151313.4062\n",
      "Epoch 1935/3500\n",
      "2/2 [==============================] - 0s 31ms/step - loss: 151041.7188 - mse: 151041.7188\n",
      "Epoch 1936/3500\n",
      "2/2 [==============================] - 0s 20ms/step - loss: 150558.3281 - mse: 150558.3281\n",
      "Epoch 1937/3500\n",
      "2/2 [==============================] - 0s 15ms/step - loss: 150348.7188 - mse: 150348.7188\n",
      "Epoch 1938/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150272.5938 - mse: 150272.5938\n",
      "Epoch 1939/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150219.2031 - mse: 150219.2031\n",
      "Epoch 1940/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150339.3594 - mse: 150339.3594\n",
      "Epoch 1941/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150472.3281 - mse: 150472.3281\n",
      "Epoch 1942/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150308.1250 - mse: 150308.1250\n",
      "Epoch 1943/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150502.3750 - mse: 150502.3750\n",
      "Epoch 1944/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151293.0000 - mse: 151293.0000\n",
      "Epoch 1945/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150226.9375 - mse: 150226.9375\n",
      "Epoch 1946/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150206.2188 - mse: 150206.2188\n",
      "Epoch 1947/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150426.5000 - mse: 150426.5000\n",
      "Epoch 1948/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150074.8594 - mse: 150074.8594\n",
      "Epoch 1949/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150177.9375 - mse: 150177.9375\n",
      "Epoch 1950/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150057.8594 - mse: 150057.8594\n",
      "Epoch 1951/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150097.7656 - mse: 150097.7656\n",
      "Epoch 1952/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150283.6406 - mse: 150283.6406\n",
      "Epoch 1953/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150297.2969 - mse: 150297.2969\n",
      "Epoch 1954/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150349.2188 - mse: 150349.2188\n",
      "Epoch 1955/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150056.7500 - mse: 150056.7500\n",
      "Epoch 1956/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150127.0156 - mse: 150127.0156\n",
      "Epoch 1957/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150250.9219 - mse: 150250.9219\n",
      "Epoch 1958/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150174.0781 - mse: 150174.0781\n",
      "Epoch 1959/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150463.8750 - mse: 150463.8750\n",
      "Epoch 1960/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150399.9219 - mse: 150399.9219\n",
      "Epoch 1961/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150072.4531 - mse: 150072.4531\n",
      "Epoch 1962/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150107.1406 - mse: 150107.1406\n",
      "Epoch 1963/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150036.4531 - mse: 150036.4531\n",
      "Epoch 1964/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150731.2500 - mse: 150731.2500\n",
      "Epoch 1965/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150235.4688 - mse: 150235.4688\n",
      "Epoch 1966/3500\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 150414.9375 - mse: 150414.9375\n",
      "Epoch 1967/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150068.4844 - mse: 150068.4844\n",
      "Epoch 1968/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150094.2500 - mse: 150094.2500\n",
      "Epoch 1969/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150309.0938 - mse: 150309.0938\n",
      "Epoch 1970/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150395.3750 - mse: 150395.3750\n",
      "Epoch 1971/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150279.4531 - mse: 150279.4531\n",
      "Epoch 1972/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150257.3281 - mse: 150257.3281\n",
      "Epoch 1973/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150176.8281 - mse: 150176.8281\n",
      "Epoch 1974/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150020.3750 - mse: 150020.3750\n",
      "Epoch 1975/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 149974.0625 - mse: 149974.0625\n",
      "Epoch 1976/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149836.8438 - mse: 149836.8438\n",
      "Epoch 1977/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150237.6719 - mse: 150237.6719\n",
      "Epoch 1978/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150815.0000 - mse: 150815.0000\n",
      "Epoch 1979/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151052.7188 - mse: 151052.7188\n",
      "Epoch 1980/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151490.3750 - mse: 151490.3594\n",
      "Epoch 1981/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151329.5938 - mse: 151329.5938\n",
      "Epoch 1982/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151154.9219 - mse: 151154.9219\n",
      "Epoch 1983/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150584.3594 - mse: 150584.3594\n",
      "Epoch 1984/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149985.5000 - mse: 149985.4844\n",
      "Epoch 1985/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150636.6250 - mse: 150636.6094\n",
      "Epoch 1986/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 151711.7188 - mse: 151711.7188\n",
      "Epoch 1987/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150546.4062 - mse: 150546.4062\n",
      "Epoch 1988/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150532.7812 - mse: 150532.7812\n",
      "Epoch 1989/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150137.4844 - mse: 150137.4844\n",
      "Epoch 1990/3500\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 150191.5312 - mse: 150191.5312\n",
      "Epoch 1991/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150156.2500 - mse: 150156.2500\n",
      "Epoch 1992/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150449.9375 - mse: 150449.9375\n",
      "Epoch 1993/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150587.8750 - mse: 150587.8750\n",
      "Epoch 1994/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150475.7188 - mse: 150475.7188\n",
      "Epoch 1995/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150312.0781 - mse: 150312.0781\n",
      "Epoch 1996/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150362.1250 - mse: 150362.1250\n",
      "Epoch 1997/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150075.5469 - mse: 150075.5469\n",
      "Epoch 1998/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150000.5625 - mse: 150000.5625\n",
      "Epoch 1999/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150815.5938 - mse: 150815.5938\n",
      "Epoch 2000/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 6ms/step - loss: 150195.2969 - mse: 150195.2969\n",
      "Epoch 2001/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150126.6406 - mse: 150126.6406\n",
      "Epoch 2002/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150501.8594 - mse: 150501.8594\n",
      "Epoch 2003/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150165.5469 - mse: 150165.5469\n",
      "Epoch 2004/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150029.7812 - mse: 150029.7812\n",
      "Epoch 2005/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150210.6250 - mse: 150210.6250\n",
      "Epoch 2006/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150212.6406 - mse: 150212.6406\n",
      "Epoch 2007/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150051.4844 - mse: 150051.4844\n",
      "Epoch 2008/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150512.5625 - mse: 150512.5625\n",
      "Epoch 2009/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150101.0938 - mse: 150101.0938\n",
      "Epoch 2010/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150687.5469 - mse: 150687.5469\n",
      "Epoch 2011/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150129.6719 - mse: 150129.6719\n",
      "Epoch 2012/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150038.8438 - mse: 150038.8438\n",
      "Epoch 2013/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150175.4062 - mse: 150175.4062\n",
      "Epoch 2014/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150329.1250 - mse: 150329.1250\n",
      "Epoch 2015/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150446.4531 - mse: 150446.4531\n",
      "Epoch 2016/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150373.4375 - mse: 150373.4375\n",
      "Epoch 2017/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150213.9219 - mse: 150213.9219\n",
      "Epoch 2018/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150336.7812 - mse: 150336.7812\n",
      "Epoch 2019/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150118.4531 - mse: 150118.4531\n",
      "Epoch 2020/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150087.6719 - mse: 150087.6719\n",
      "Epoch 2021/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150598.4062 - mse: 150598.4062\n",
      "Epoch 2022/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150107.2031 - mse: 150107.2031\n",
      "Epoch 2023/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150057.0469 - mse: 150057.0469\n",
      "Epoch 2024/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150083.9531 - mse: 150083.9375\n",
      "Epoch 2025/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150080.4062 - mse: 150080.4062\n",
      "Epoch 2026/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150111.1250 - mse: 150111.1250\n",
      "Epoch 2027/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150492.5000 - mse: 150492.5000\n",
      "Epoch 2028/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150459.2812 - mse: 150459.2812\n",
      "Epoch 2029/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150266.6250 - mse: 150266.6250\n",
      "Epoch 2030/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150149.1562 - mse: 150149.1562\n",
      "Epoch 2031/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150022.4688 - mse: 150022.4688\n",
      "Epoch 2032/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150010.2500 - mse: 150010.2500\n",
      "Epoch 2033/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150182.8281 - mse: 150182.8281\n",
      "Epoch 2034/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150855.4531 - mse: 150855.4531\n",
      "Epoch 2035/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151432.5625 - mse: 151432.5469\n",
      "Epoch 2036/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151249.0625 - mse: 151249.0625\n",
      "Epoch 2037/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 149886.8750 - mse: 149886.8750\n",
      "Epoch 2038/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150761.1562 - mse: 150761.1562\n",
      "Epoch 2039/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150305.9844 - mse: 150305.9844\n",
      "Epoch 2040/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150676.3125 - mse: 150676.3125\n",
      "Epoch 2041/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150296.2031 - mse: 150296.2031\n",
      "Epoch 2042/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150795.2969 - mse: 150795.2969\n",
      "Epoch 2043/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150422.2969 - mse: 150422.2969\n",
      "Epoch 2044/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150174.0000 - mse: 150174.0000\n",
      "Epoch 2045/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150111.9062 - mse: 150111.9062\n",
      "Epoch 2046/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150064.8438 - mse: 150064.8438\n",
      "Epoch 2047/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150073.5938 - mse: 150073.5938\n",
      "Epoch 2048/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150143.8750 - mse: 150143.8750\n",
      "Epoch 2049/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150149.2500 - mse: 150149.2656\n",
      "Epoch 2050/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150092.0781 - mse: 150092.0781\n",
      "Epoch 2051/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150200.0938 - mse: 150200.0781\n",
      "Epoch 2052/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150376.7500 - mse: 150376.7500\n",
      "Epoch 2053/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150102.7969 - mse: 150102.7969\n",
      "Epoch 2054/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150146.5938 - mse: 150146.5938\n",
      "Epoch 2055/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150131.4062 - mse: 150131.4062\n",
      "Epoch 2056/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150281.3281 - mse: 150281.3281\n",
      "Epoch 2057/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150373.5469 - mse: 150373.5469\n",
      "Epoch 2058/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150113.0938 - mse: 150113.0938\n",
      "Epoch 2059/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150198.8594 - mse: 150198.8594\n",
      "Epoch 2060/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150547.5938 - mse: 150547.5938\n",
      "Epoch 2061/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150142.1250 - mse: 150142.1250\n",
      "Epoch 2062/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150137.6250 - mse: 150137.6250\n",
      "Epoch 2063/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150104.4375 - mse: 150104.4375\n",
      "Epoch 2064/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150166.3438 - mse: 150166.3438\n",
      "Epoch 2065/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150081.9375 - mse: 150081.9375\n",
      "Epoch 2066/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150608.2188 - mse: 150608.2188\n",
      "Epoch 2067/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 149998.9062 - mse: 149998.9062\n",
      "Epoch 2068/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150197.5312 - mse: 150197.5312\n",
      "Epoch 2069/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150133.8281 - mse: 150133.8281\n",
      "Epoch 2070/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150200.5156 - mse: 150200.5156\n",
      "Epoch 2071/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150312.4688 - mse: 150312.4688\n",
      "Epoch 2072/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150445.3906 - mse: 150445.3906\n",
      "Epoch 2073/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150207.3281 - mse: 150207.3281\n",
      "Epoch 2074/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150144.9062 - mse: 150144.9062\n",
      "Epoch 2075/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150251.9219 - mse: 150251.9219\n",
      "Epoch 2076/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150118.4688 - mse: 150118.4688\n",
      "Epoch 2077/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 9ms/step - loss: 150067.8281 - mse: 150067.8281\n",
      "Epoch 2078/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150045.1250 - mse: 150045.1250\n",
      "Epoch 2079/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150112.9375 - mse: 150112.9375\n",
      "Epoch 2080/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150318.2656 - mse: 150318.2656\n",
      "Epoch 2081/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150192.7812 - mse: 150192.7812\n",
      "Epoch 2082/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150205.5156 - mse: 150205.5156\n",
      "Epoch 2083/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150209.4844 - mse: 150209.4844\n",
      "Epoch 2084/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150289.2812 - mse: 150289.2812\n",
      "Epoch 2085/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150458.3594 - mse: 150458.3594\n",
      "Epoch 2086/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150541.1719 - mse: 150541.1719\n",
      "Epoch 2087/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150523.2969 - mse: 150523.2969\n",
      "Epoch 2088/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150323.5938 - mse: 150323.5938\n",
      "Epoch 2089/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150099.8281 - mse: 150099.8281\n",
      "Epoch 2090/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150140.1406 - mse: 150140.1406\n",
      "Epoch 2091/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150329.2812 - mse: 150329.2812\n",
      "Epoch 2092/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150689.5938 - mse: 150689.5938\n",
      "Epoch 2093/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150146.4688 - mse: 150146.4688\n",
      "Epoch 2094/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150396.2031 - mse: 150396.2031\n",
      "Epoch 2095/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150259.8281 - mse: 150259.8281\n",
      "Epoch 2096/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150242.3281 - mse: 150242.3281\n",
      "Epoch 2097/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150206.5938 - mse: 150206.6094\n",
      "Epoch 2098/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150127.3906 - mse: 150127.3906\n",
      "Epoch 2099/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150561.2031 - mse: 150561.2031\n",
      "Epoch 2100/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151079.8750 - mse: 151079.8750\n",
      "Epoch 2101/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150187.0469 - mse: 150187.0469\n",
      "Epoch 2102/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150178.8750 - mse: 150178.8750\n",
      "Epoch 2103/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150129.3906 - mse: 150129.3906\n",
      "Epoch 2104/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150141.9219 - mse: 150141.9219\n",
      "Epoch 2105/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150879.1562 - mse: 150879.1562\n",
      "Epoch 2106/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150075.7344 - mse: 150075.7344\n",
      "Epoch 2107/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150212.6719 - mse: 150212.6719\n",
      "Epoch 2108/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150349.1406 - mse: 150349.1406\n",
      "Epoch 2109/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150319.5781 - mse: 150319.5781\n",
      "Epoch 2110/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150231.0000 - mse: 150231.0000\n",
      "Epoch 2111/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150561.9062 - mse: 150561.9062\n",
      "Epoch 2112/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150342.0625 - mse: 150342.0625\n",
      "Epoch 2113/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150245.7344 - mse: 150245.7188\n",
      "Epoch 2114/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150196.9531 - mse: 150196.9531\n",
      "Epoch 2115/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150110.2188 - mse: 150110.2188\n",
      "Epoch 2116/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150077.5625 - mse: 150077.5625\n",
      "Epoch 2117/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150246.8281 - mse: 150246.8281\n",
      "Epoch 2118/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150066.6875 - mse: 150066.6875\n",
      "Epoch 2119/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150179.1875 - mse: 150179.1875\n",
      "Epoch 2120/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150070.8594 - mse: 150070.8594\n",
      "Epoch 2121/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150104.6875 - mse: 150104.7031\n",
      "Epoch 2122/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150287.8281 - mse: 150287.8281\n",
      "Epoch 2123/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150616.5469 - mse: 150616.5469\n",
      "Epoch 2124/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150079.8281 - mse: 150079.8281\n",
      "Epoch 2125/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150051.0312 - mse: 150051.0312\n",
      "Epoch 2126/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150051.2031 - mse: 150051.2031\n",
      "Epoch 2127/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150083.4375 - mse: 150083.4375\n",
      "Epoch 2128/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150570.6250 - mse: 150570.6250\n",
      "Epoch 2129/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150571.2344 - mse: 150571.2344\n",
      "Epoch 2130/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150087.6406 - mse: 150087.6406\n",
      "Epoch 2131/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150129.3750 - mse: 150129.3750\n",
      "Epoch 2132/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150150.6875 - mse: 150150.6875\n",
      "Epoch 2133/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150075.2188 - mse: 150075.2188\n",
      "Epoch 2134/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150334.9375 - mse: 150334.9375\n",
      "Epoch 2135/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150454.9375 - mse: 150454.9375\n",
      "Epoch 2136/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 149981.0000 - mse: 149981.0000\n",
      "Epoch 2137/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150568.7969 - mse: 150568.7969\n",
      "Epoch 2138/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150225.7031 - mse: 150225.7031\n",
      "Epoch 2139/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150156.2812 - mse: 150156.2812\n",
      "Epoch 2140/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150175.7969 - mse: 150175.7969\n",
      "Epoch 2141/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150208.8750 - mse: 150208.8750\n",
      "Epoch 2142/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150426.1719 - mse: 150426.1719\n",
      "Epoch 2143/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150078.5938 - mse: 150078.5938\n",
      "Epoch 2144/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150126.9062 - mse: 150126.9062\n",
      "Epoch 2145/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150001.9531 - mse: 150001.9531\n",
      "Epoch 2146/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150088.7969 - mse: 150088.7969\n",
      "Epoch 2147/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150149.6719 - mse: 150149.6719\n",
      "Epoch 2148/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150833.9375 - mse: 150833.9375\n",
      "Epoch 2149/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150416.5312 - mse: 150416.5312\n",
      "Epoch 2150/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150054.2344 - mse: 150054.2344\n",
      "Epoch 2151/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 149806.5312 - mse: 149806.5312\n",
      "Epoch 2152/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 149853.4531 - mse: 149853.4531\n",
      "Epoch 2153/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150404.0469 - mse: 150404.0469\n",
      "Epoch 2154/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 9ms/step - loss: 150890.2188 - mse: 150890.2188\n",
      "Epoch 2155/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151063.9375 - mse: 151063.9375\n",
      "Epoch 2156/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150826.1719 - mse: 150826.1719\n",
      "Epoch 2157/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151016.3906 - mse: 151016.3906\n",
      "Epoch 2158/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150324.9219 - mse: 150324.9219\n",
      "Epoch 2159/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 149961.1406 - mse: 149961.1406\n",
      "Epoch 2160/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 149837.7969 - mse: 149837.7969\n",
      "Epoch 2161/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150493.4375 - mse: 150493.4375\n",
      "Epoch 2162/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150565.3750 - mse: 150565.3750\n",
      "Epoch 2163/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150783.0156 - mse: 150783.0156\n",
      "Epoch 2164/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150786.7812 - mse: 150786.7812\n",
      "Epoch 2165/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150308.4219 - mse: 150308.4062\n",
      "Epoch 2166/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150080.0312 - mse: 150080.0469\n",
      "Epoch 2167/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150610.0938 - mse: 150610.0938\n",
      "Epoch 2168/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150105.4062 - mse: 150105.4219\n",
      "Epoch 2169/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150126.6094 - mse: 150126.6094\n",
      "Epoch 2170/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150196.2500 - mse: 150196.2500\n",
      "Epoch 2171/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150251.6875 - mse: 150251.6875\n",
      "Epoch 2172/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150526.7344 - mse: 150526.7344\n",
      "Epoch 2173/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150901.4375 - mse: 150901.4375\n",
      "Epoch 2174/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150035.5938 - mse: 150035.5938\n",
      "Epoch 2175/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150107.6406 - mse: 150107.6406\n",
      "Epoch 2176/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150083.5938 - mse: 150083.5781\n",
      "Epoch 2177/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150187.8750 - mse: 150187.8750\n",
      "Epoch 2178/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150059.2969 - mse: 150059.2969\n",
      "Epoch 2179/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150674.9375 - mse: 150674.9375\n",
      "Epoch 2180/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150110.1719 - mse: 150110.1719\n",
      "Epoch 2181/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150405.8281 - mse: 150405.8281\n",
      "Epoch 2182/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150066.6094 - mse: 150066.6094\n",
      "Epoch 2183/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150119.6094 - mse: 150119.6094\n",
      "Epoch 2184/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150070.3281 - mse: 150070.3281\n",
      "Epoch 2185/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150371.2031 - mse: 150371.2031\n",
      "Epoch 2186/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150261.3594 - mse: 150261.3594\n",
      "Epoch 2187/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150154.0156 - mse: 150154.0156\n",
      "Epoch 2188/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150209.6875 - mse: 150209.6875\n",
      "Epoch 2189/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150191.4844 - mse: 150191.4844\n",
      "Epoch 2190/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150041.3750 - mse: 150041.3750\n",
      "Epoch 2191/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150110.8750 - mse: 150110.8750\n",
      "Epoch 2192/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150190.6562 - mse: 150190.6562\n",
      "Epoch 2193/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150119.7031 - mse: 150119.7031\n",
      "Epoch 2194/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150221.3750 - mse: 150221.3750\n",
      "Epoch 2195/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150252.7188 - mse: 150252.7188\n",
      "Epoch 2196/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150220.0938 - mse: 150220.0938\n",
      "Epoch 2197/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150171.8438 - mse: 150171.8438\n",
      "Epoch 2198/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150246.8750 - mse: 150246.8750\n",
      "Epoch 2199/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150745.0312 - mse: 150745.0469\n",
      "Epoch 2200/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150497.8281 - mse: 150497.8281\n",
      "Epoch 2201/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150133.4844 - mse: 150133.4844\n",
      "Epoch 2202/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150071.0156 - mse: 150071.0156\n",
      "Epoch 2203/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150199.1719 - mse: 150199.1719\n",
      "Epoch 2204/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150031.7188 - mse: 150031.7188\n",
      "Epoch 2205/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150008.0938 - mse: 150008.0938\n",
      "Epoch 2206/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150773.4062 - mse: 150773.4062\n",
      "Epoch 2207/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150541.0625 - mse: 150541.0625\n",
      "Epoch 2208/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150373.8594 - mse: 150373.8594\n",
      "Epoch 2209/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150219.1094 - mse: 150219.1094\n",
      "Epoch 2210/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150380.5625 - mse: 150380.5625\n",
      "Epoch 2211/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150174.3750 - mse: 150174.3750\n",
      "Epoch 2212/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150170.3438 - mse: 150170.3438\n",
      "Epoch 2213/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150102.2344 - mse: 150102.2344\n",
      "Epoch 2214/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150072.5625 - mse: 150072.5625\n",
      "Epoch 2215/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150339.0781 - mse: 150339.0781\n",
      "Epoch 2216/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150053.5156 - mse: 150053.5156\n",
      "Epoch 2217/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150066.8438 - mse: 150066.8438\n",
      "Epoch 2218/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150159.5625 - mse: 150159.5625\n",
      "Epoch 2219/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150417.7812 - mse: 150417.7812\n",
      "Epoch 2220/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150047.8594 - mse: 150047.8594\n",
      "Epoch 2221/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150062.9688 - mse: 150062.9688\n",
      "Epoch 2222/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150065.4375 - mse: 150065.4375\n",
      "Epoch 2223/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150317.0469 - mse: 150317.0469\n",
      "Epoch 2224/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150062.3125 - mse: 150062.3125\n",
      "Epoch 2225/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150076.4062 - mse: 150076.4062\n",
      "Epoch 2226/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150106.5625 - mse: 150106.5625\n",
      "Epoch 2227/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150301.2188 - mse: 150301.2188\n",
      "Epoch 2228/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150275.6719 - mse: 150275.6719\n",
      "Epoch 2229/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150241.0312 - mse: 150241.0312\n",
      "Epoch 2230/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150039.6875 - mse: 150039.6875\n",
      "Epoch 2231/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 5ms/step - loss: 150228.8281 - mse: 150228.8281\n",
      "Epoch 2232/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150133.0938 - mse: 150133.0938\n",
      "Epoch 2233/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150481.9531 - mse: 150481.9531\n",
      "Epoch 2234/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150416.6406 - mse: 150416.6406\n",
      "Epoch 2235/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150182.0781 - mse: 150182.0781\n",
      "Epoch 2236/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150199.3594 - mse: 150199.3594\n",
      "Epoch 2237/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150217.3906 - mse: 150217.3906\n",
      "Epoch 2238/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150148.5938 - mse: 150148.5938\n",
      "Epoch 2239/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150028.9062 - mse: 150028.9062\n",
      "Epoch 2240/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150008.1250 - mse: 150008.1250\n",
      "Epoch 2241/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150047.2812 - mse: 150047.2812\n",
      "Epoch 2242/3500\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 150437.7969 - mse: 150437.7969\n",
      "Epoch 2243/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150394.1406 - mse: 150394.1406\n",
      "Epoch 2244/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150058.2500 - mse: 150058.2500\n",
      "Epoch 2245/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149895.5156 - mse: 149895.5156\n",
      "Epoch 2246/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149998.5625 - mse: 149998.5625\n",
      "Epoch 2247/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150209.0781 - mse: 150209.0781\n",
      "Epoch 2248/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150532.1875 - mse: 150532.1875\n",
      "Epoch 2249/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150748.1875 - mse: 150748.1875\n",
      "Epoch 2250/3500\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 150950.3281 - mse: 150950.3281\n",
      "Epoch 2251/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150585.2188 - mse: 150585.2188\n",
      "Epoch 2252/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150506.9844 - mse: 150506.9844\n",
      "Epoch 2253/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150142.5625 - mse: 150142.5625\n",
      "Epoch 2254/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149872.6719 - mse: 149872.6719\n",
      "Epoch 2255/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150399.3594 - mse: 150399.3750\n",
      "Epoch 2256/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151138.5156 - mse: 151138.5156\n",
      "Epoch 2257/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150539.9062 - mse: 150539.9062\n",
      "Epoch 2258/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150543.0000 - mse: 150543.0000\n",
      "Epoch 2259/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150112.3281 - mse: 150112.3281\n",
      "Epoch 2260/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150025.5625 - mse: 150025.5625\n",
      "Epoch 2261/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150062.1719 - mse: 150062.1719\n",
      "Epoch 2262/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150609.3750 - mse: 150609.3750\n",
      "Epoch 2263/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150924.9844 - mse: 150924.9844\n",
      "Epoch 2264/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150316.4219 - mse: 150316.4219\n",
      "Epoch 2265/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149976.8281 - mse: 149976.8281\n",
      "Epoch 2266/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150105.0000 - mse: 150105.0000\n",
      "Epoch 2267/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150453.4375 - mse: 150453.4375\n",
      "Epoch 2268/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150487.4688 - mse: 150487.4688\n",
      "Epoch 2269/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150846.3281 - mse: 150846.3281\n",
      "Epoch 2270/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149970.0938 - mse: 149970.0938\n",
      "Epoch 2271/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 149951.2969 - mse: 149951.2969\n",
      "Epoch 2272/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150309.1094 - mse: 150309.1094\n",
      "Epoch 2273/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150535.5469 - mse: 150535.5469\n",
      "Epoch 2274/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 152254.2969 - mse: 152254.2969\n",
      "Epoch 2275/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150428.6094 - mse: 150428.6094\n",
      "Epoch 2276/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149719.4062 - mse: 149719.4062\n",
      "Epoch 2277/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149905.8281 - mse: 149905.8281\n",
      "Epoch 2278/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150477.0469 - mse: 150477.0469\n",
      "Epoch 2279/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151343.5469 - mse: 151343.5469\n",
      "Epoch 2280/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151466.3906 - mse: 151466.3906\n",
      "Epoch 2281/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151224.6250 - mse: 151224.6250\n",
      "Epoch 2282/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150659.0938 - mse: 150659.0938\n",
      "Epoch 2283/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150765.4531 - mse: 150765.4531\n",
      "Epoch 2284/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150181.3594 - mse: 150181.3594\n",
      "Epoch 2285/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150065.7969 - mse: 150065.7969\n",
      "Epoch 2286/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150501.4062 - mse: 150501.4062\n",
      "Epoch 2287/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150437.2812 - mse: 150437.2812\n",
      "Epoch 2288/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150263.8906 - mse: 150263.8906\n",
      "Epoch 2289/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150173.0469 - mse: 150173.0469\n",
      "Epoch 2290/3500\n",
      "2/2 [==============================] - ETA: 0s - loss: 150971.4375 - mse: 150971.437 - 0s 7ms/step - loss: 150188.1406 - mse: 150188.1406\n",
      "Epoch 2291/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150229.4219 - mse: 150229.4219\n",
      "Epoch 2292/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150304.3750 - mse: 150304.3750\n",
      "Epoch 2293/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150142.8750 - mse: 150142.8750\n",
      "Epoch 2294/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150138.1719 - mse: 150138.1719\n",
      "Epoch 2295/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150284.0781 - mse: 150284.0781\n",
      "Epoch 2296/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150336.8125 - mse: 150336.8125\n",
      "Epoch 2297/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150706.9688 - mse: 150706.9688\n",
      "Epoch 2298/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150581.2344 - mse: 150581.2344\n",
      "Epoch 2299/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150465.2031 - mse: 150465.2031\n",
      "Epoch 2300/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150200.0469 - mse: 150200.0469\n",
      "Epoch 2301/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151088.2969 - mse: 151088.2969\n",
      "Epoch 2302/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150082.3750 - mse: 150082.3750\n",
      "Epoch 2303/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150110.4375 - mse: 150110.4375\n",
      "Epoch 2304/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150305.4844 - mse: 150305.4844\n",
      "Epoch 2305/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150086.2031 - mse: 150086.2031\n",
      "Epoch 2306/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150201.1250 - mse: 150201.1250\n",
      "Epoch 2307/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150332.9375 - mse: 150332.9375\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 2308/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150013.4531 - mse: 150013.4531\n",
      "Epoch 2309/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150044.0156 - mse: 150044.0156\n",
      "Epoch 2310/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150094.3281 - mse: 150094.3281\n",
      "Epoch 2311/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150362.8750 - mse: 150362.8594\n",
      "Epoch 2312/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150397.0625 - mse: 150397.0625\n",
      "Epoch 2313/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150478.5312 - mse: 150478.5312\n",
      "Epoch 2314/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150228.4531 - mse: 150228.4531\n",
      "Epoch 2315/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150410.1406 - mse: 150410.1406\n",
      "Epoch 2316/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150059.2188 - mse: 150059.2188\n",
      "Epoch 2317/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 149978.0781 - mse: 149978.0781\n",
      "Epoch 2318/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150463.8438 - mse: 150463.8438\n",
      "Epoch 2319/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150305.0625 - mse: 150305.0625\n",
      "Epoch 2320/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150342.6094 - mse: 150342.6094\n",
      "Epoch 2321/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150178.7031 - mse: 150178.7031\n",
      "Epoch 2322/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150315.6406 - mse: 150315.6406\n",
      "Epoch 2323/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150013.3281 - mse: 150013.3125\n",
      "Epoch 2324/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151442.2344 - mse: 151442.2344\n",
      "Epoch 2325/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150263.7969 - mse: 150263.7969\n",
      "Epoch 2326/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150105.3594 - mse: 150105.3594\n",
      "Epoch 2327/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150518.2344 - mse: 150518.2344\n",
      "Epoch 2328/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150129.6875 - mse: 150129.6875\n",
      "Epoch 2329/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150058.5625 - mse: 150058.5625\n",
      "Epoch 2330/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150761.9844 - mse: 150761.9844\n",
      "Epoch 2331/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150567.7969 - mse: 150567.7969\n",
      "Epoch 2332/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150555.7812 - mse: 150555.7812\n",
      "Epoch 2333/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150037.5938 - mse: 150037.5938\n",
      "Epoch 2334/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150109.1250 - mse: 150109.1250\n",
      "Epoch 2335/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151202.6406 - mse: 151202.6406\n",
      "Epoch 2336/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 149971.7656 - mse: 149971.7656\n",
      "Epoch 2337/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150733.3594 - mse: 150733.3594\n",
      "Epoch 2338/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151264.5156 - mse: 151264.5156\n",
      "Epoch 2339/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150947.2500 - mse: 150947.2500\n",
      "Epoch 2340/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150936.1562 - mse: 150936.1562\n",
      "Epoch 2341/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150152.4375 - mse: 150152.4375\n",
      "Epoch 2342/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149941.2500 - mse: 149941.2500\n",
      "Epoch 2343/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150152.7500 - mse: 150152.7500\n",
      "Epoch 2344/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150325.9844 - mse: 150325.9844\n",
      "Epoch 2345/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150718.8594 - mse: 150718.8594\n",
      "Epoch 2346/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150290.7812 - mse: 150290.7812\n",
      "Epoch 2347/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150263.5156 - mse: 150263.5156\n",
      "Epoch 2348/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150095.5156 - mse: 150095.5156\n",
      "Epoch 2349/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150359.2031 - mse: 150359.2031\n",
      "Epoch 2350/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150151.2812 - mse: 150151.2812\n",
      "Epoch 2351/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150127.9219 - mse: 150127.9219\n",
      "Epoch 2352/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150092.2031 - mse: 150092.2031\n",
      "Epoch 2353/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150515.2344 - mse: 150515.2344\n",
      "Epoch 2354/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150081.1562 - mse: 150081.1562\n",
      "Epoch 2355/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150331.7812 - mse: 150331.7812\n",
      "Epoch 2356/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150153.1562 - mse: 150153.1562\n",
      "Epoch 2357/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150709.0625 - mse: 150709.0625\n",
      "Epoch 2358/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150105.5156 - mse: 150105.5156\n",
      "Epoch 2359/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150075.6719 - mse: 150075.6719\n",
      "Epoch 2360/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150200.4844 - mse: 150200.4844\n",
      "Epoch 2361/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150221.7812 - mse: 150221.7812\n",
      "Epoch 2362/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150850.9531 - mse: 150850.9531\n",
      "Epoch 2363/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150766.5469 - mse: 150766.5469\n",
      "Epoch 2364/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150469.3906 - mse: 150469.3906\n",
      "Epoch 2365/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150277.0469 - mse: 150277.0469\n",
      "Epoch 2366/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150169.5156 - mse: 150169.5156\n",
      "Epoch 2367/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150057.6875 - mse: 150057.6875\n",
      "Epoch 2368/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149948.7656 - mse: 149948.7656\n",
      "Epoch 2369/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150241.2969 - mse: 150241.2969\n",
      "Epoch 2370/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150220.0781 - mse: 150220.0781\n",
      "Epoch 2371/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150391.8906 - mse: 150391.8906\n",
      "Epoch 2372/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150559.8594 - mse: 150559.8594\n",
      "Epoch 2373/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150267.5156 - mse: 150267.5156\n",
      "Epoch 2374/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150466.7812 - mse: 150466.7812\n",
      "Epoch 2375/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150352.8438 - mse: 150352.8438\n",
      "Epoch 2376/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150163.1406 - mse: 150163.1406\n",
      "Epoch 2377/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150183.3125 - mse: 150183.3125\n",
      "Epoch 2378/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150418.9375 - mse: 150418.9375\n",
      "Epoch 2379/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150055.2188 - mse: 150055.2188\n",
      "Epoch 2380/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150063.1250 - mse: 150063.1250\n",
      "Epoch 2381/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150219.9531 - mse: 150219.9531\n",
      "Epoch 2382/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150026.4062 - mse: 150026.4062\n",
      "Epoch 2383/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150145.0000 - mse: 150145.0000\n",
      "Epoch 2384/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150302.2500 - mse: 150302.2500\n",
      "Epoch 2385/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 7ms/step - loss: 150441.0938 - mse: 150441.0938\n",
      "Epoch 2386/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150497.6250 - mse: 150497.6250\n",
      "Epoch 2387/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150338.9531 - mse: 150338.9531\n",
      "Epoch 2388/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150243.5312 - mse: 150243.5312\n",
      "Epoch 2389/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150097.3750 - mse: 150097.3750\n",
      "Epoch 2390/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150060.7969 - mse: 150060.7969\n",
      "Epoch 2391/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150088.1562 - mse: 150088.1562\n",
      "Epoch 2392/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150978.3281 - mse: 150978.3281\n",
      "Epoch 2393/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150334.2188 - mse: 150334.2188\n",
      "Epoch 2394/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150231.7812 - mse: 150231.7812\n",
      "Epoch 2395/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150157.5938 - mse: 150157.5938\n",
      "Epoch 2396/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150146.0625 - mse: 150146.0625\n",
      "Epoch 2397/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149917.0000 - mse: 149917.0000\n",
      "Epoch 2398/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149947.4375 - mse: 149947.4375\n",
      "Epoch 2399/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150190.6250 - mse: 150190.6250\n",
      "Epoch 2400/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151146.8750 - mse: 151146.8750\n",
      "Epoch 2401/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150977.2031 - mse: 150977.2031\n",
      "Epoch 2402/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150647.3125 - mse: 150647.3125\n",
      "Epoch 2403/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150038.1719 - mse: 150038.1719\n",
      "Epoch 2404/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149998.8438 - mse: 149998.8438\n",
      "Epoch 2405/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150194.2031 - mse: 150194.2031\n",
      "Epoch 2406/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150322.2812 - mse: 150322.2812\n",
      "Epoch 2407/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150597.1562 - mse: 150597.1562\n",
      "Epoch 2408/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150573.7969 - mse: 150573.7969\n",
      "Epoch 2409/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150450.2812 - mse: 150450.2812\n",
      "Epoch 2410/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150249.5156 - mse: 150249.5156\n",
      "Epoch 2411/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150335.0156 - mse: 150335.0156\n",
      "Epoch 2412/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150072.1406 - mse: 150072.1406\n",
      "Epoch 2413/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150021.5312 - mse: 150021.5312\n",
      "Epoch 2414/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150296.3906 - mse: 150296.3906\n",
      "Epoch 2415/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150341.8281 - mse: 150341.8281\n",
      "Epoch 2416/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150426.1562 - mse: 150426.1562\n",
      "Epoch 2417/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150075.6562 - mse: 150075.6562\n",
      "Epoch 2418/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150047.7500 - mse: 150047.7500\n",
      "Epoch 2419/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150091.2500 - mse: 150091.2500\n",
      "Epoch 2420/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150291.6875 - mse: 150291.6875\n",
      "Epoch 2421/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151516.4844 - mse: 151516.4844\n",
      "Epoch 2422/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150562.1562 - mse: 150562.1562\n",
      "Epoch 2423/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150046.4375 - mse: 150046.4375\n",
      "Epoch 2424/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150017.0625 - mse: 150017.0625\n",
      "Epoch 2425/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150083.8594 - mse: 150083.8594\n",
      "Epoch 2426/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150110.3594 - mse: 150110.3594\n",
      "Epoch 2427/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150132.2188 - mse: 150132.2188\n",
      "Epoch 2428/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150132.5000 - mse: 150132.5000\n",
      "Epoch 2429/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150374.3594 - mse: 150374.3594\n",
      "Epoch 2430/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150078.9219 - mse: 150078.9219\n",
      "Epoch 2431/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150225.7188 - mse: 150225.7188\n",
      "Epoch 2432/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150163.9844 - mse: 150163.9844\n",
      "Epoch 2433/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150682.0625 - mse: 150682.0625\n",
      "Epoch 2434/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150048.0625 - mse: 150048.0625\n",
      "Epoch 2435/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150034.3594 - mse: 150034.3594\n",
      "Epoch 2436/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150159.8594 - mse: 150159.8750\n",
      "Epoch 2437/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150476.6719 - mse: 150476.6719\n",
      "Epoch 2438/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150357.5312 - mse: 150357.5312\n",
      "Epoch 2439/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150124.5938 - mse: 150124.5938\n",
      "Epoch 2440/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 149984.6094 - mse: 149984.6094\n",
      "Epoch 2441/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150577.2188 - mse: 150577.2188\n",
      "Epoch 2442/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150928.5156 - mse: 150928.5156\n",
      "Epoch 2443/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150203.5625 - mse: 150203.5625\n",
      "Epoch 2444/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150029.0625 - mse: 150029.0625\n",
      "Epoch 2445/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150171.9688 - mse: 150171.9688\n",
      "Epoch 2446/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150491.0781 - mse: 150491.0781\n",
      "Epoch 2447/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150229.4531 - mse: 150229.4531\n",
      "Epoch 2448/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150482.2500 - mse: 150482.2500\n",
      "Epoch 2449/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150155.9375 - mse: 150155.9375\n",
      "Epoch 2450/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150135.2500 - mse: 150135.2500\n",
      "Epoch 2451/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150339.5625 - mse: 150339.5625\n",
      "Epoch 2452/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150109.6406 - mse: 150109.6406\n",
      "Epoch 2453/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150171.7812 - mse: 150171.7812\n",
      "Epoch 2454/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150671.0625 - mse: 150671.0625\n",
      "Epoch 2455/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150084.0781 - mse: 150084.0781\n",
      "Epoch 2456/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150185.7656 - mse: 150185.7656\n",
      "Epoch 2457/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151383.7969 - mse: 151383.7969\n",
      "Epoch 2458/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150158.6562 - mse: 150158.6719\n",
      "Epoch 2459/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150579.2188 - mse: 150579.2188\n",
      "Epoch 2460/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150080.7188 - mse: 150080.7188\n",
      "Epoch 2461/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150240.2031 - mse: 150240.2031\n",
      "Epoch 2462/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 150219.0156 - mse: 150219.0156\n",
      "Epoch 2463/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150130.6719 - mse: 150130.6719\n",
      "Epoch 2464/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150167.4688 - mse: 150167.4688\n",
      "Epoch 2465/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150093.9844 - mse: 150093.9844\n",
      "Epoch 2466/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150117.8594 - mse: 150117.8750\n",
      "Epoch 2467/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150061.4219 - mse: 150061.4219\n",
      "Epoch 2468/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150124.6719 - mse: 150124.6719\n",
      "Epoch 2469/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150187.9062 - mse: 150187.9062\n",
      "Epoch 2470/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150293.3750 - mse: 150293.3750\n",
      "Epoch 2471/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150089.2344 - mse: 150089.2344\n",
      "Epoch 2472/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150150.9375 - mse: 150150.9375\n",
      "Epoch 2473/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150199.4375 - mse: 150199.4375\n",
      "Epoch 2474/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150346.0156 - mse: 150346.0156\n",
      "Epoch 2475/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150516.0625 - mse: 150516.0625\n",
      "Epoch 2476/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150386.7969 - mse: 150386.7969\n",
      "Epoch 2477/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150129.2812 - mse: 150129.2812\n",
      "Epoch 2478/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150079.2031 - mse: 150079.2031\n",
      "Epoch 2479/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150401.4688 - mse: 150401.4688\n",
      "Epoch 2480/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150387.6719 - mse: 150387.6719\n",
      "Epoch 2481/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150917.9062 - mse: 150917.9062\n",
      "Epoch 2482/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150316.4688 - mse: 150316.4688\n",
      "Epoch 2483/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150863.3281 - mse: 150863.3281\n",
      "Epoch 2484/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151513.4062 - mse: 151513.4062\n",
      "Epoch 2485/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151395.0469 - mse: 151395.0469\n",
      "Epoch 2486/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150496.6094 - mse: 150496.6094\n",
      "Epoch 2487/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150056.9219 - mse: 150056.9219\n",
      "Epoch 2488/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150005.2812 - mse: 150005.2812\n",
      "Epoch 2489/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150074.2188 - mse: 150074.2188\n",
      "Epoch 2490/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150648.7188 - mse: 150648.7188\n",
      "Epoch 2491/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150169.5156 - mse: 150169.5156\n",
      "Epoch 2492/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150119.4844 - mse: 150119.4844\n",
      "Epoch 2493/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150211.2500 - mse: 150211.2500\n",
      "Epoch 2494/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150077.2969 - mse: 150077.2969\n",
      "Epoch 2495/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150130.9844 - mse: 150130.9844\n",
      "Epoch 2496/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150078.9531 - mse: 150078.9531\n",
      "Epoch 2497/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150052.1875 - mse: 150052.1875\n",
      "Epoch 2498/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150069.9062 - mse: 150069.9062\n",
      "Epoch 2499/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150095.6875 - mse: 150095.6875\n",
      "Epoch 2500/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150172.4531 - mse: 150172.4531\n",
      "Epoch 2501/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150171.4219 - mse: 150171.4062\n",
      "Epoch 2502/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150118.8125 - mse: 150118.8125\n",
      "Epoch 2503/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150151.3906 - mse: 150151.3906\n",
      "Epoch 2504/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150084.5000 - mse: 150084.5000\n",
      "Epoch 2505/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150409.7188 - mse: 150409.7188\n",
      "Epoch 2506/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150376.2344 - mse: 150376.2344\n",
      "Epoch 2507/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150211.8594 - mse: 150211.8594\n",
      "Epoch 2508/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150214.7969 - mse: 150214.7969\n",
      "Epoch 2509/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150169.3281 - mse: 150169.3281\n",
      "Epoch 2510/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150355.8906 - mse: 150355.8906\n",
      "Epoch 2511/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150018.3750 - mse: 150018.3750\n",
      "Epoch 2512/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150152.6875 - mse: 150152.6875\n",
      "Epoch 2513/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150145.6562 - mse: 150145.6719\n",
      "Epoch 2514/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150158.9844 - mse: 150158.9844\n",
      "Epoch 2515/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150191.0156 - mse: 150191.0156\n",
      "Epoch 2516/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150234.0000 - mse: 150234.0000\n",
      "Epoch 2517/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150910.7812 - mse: 150910.7812\n",
      "Epoch 2518/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150056.9375 - mse: 150056.9375\n",
      "Epoch 2519/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150193.6250 - mse: 150193.6250\n",
      "Epoch 2520/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150413.1719 - mse: 150413.1719\n",
      "Epoch 2521/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150191.6250 - mse: 150191.6250\n",
      "Epoch 2522/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150066.0938 - mse: 150066.0938\n",
      "Epoch 2523/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150401.7500 - mse: 150401.7500\n",
      "Epoch 2524/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150244.5781 - mse: 150244.5781\n",
      "Epoch 2525/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150688.3281 - mse: 150688.3281\n",
      "Epoch 2526/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150681.4531 - mse: 150681.4531\n",
      "Epoch 2527/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150857.5469 - mse: 150857.5469\n",
      "Epoch 2528/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150562.3594 - mse: 150562.3594\n",
      "Epoch 2529/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150052.1406 - mse: 150052.1406\n",
      "Epoch 2530/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 149879.3750 - mse: 149879.3750\n",
      "Epoch 2531/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 149917.8281 - mse: 149917.8281\n",
      "Epoch 2532/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151342.9219 - mse: 151342.9219\n",
      "Epoch 2533/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151048.7500 - mse: 151048.7500\n",
      "Epoch 2534/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151602.0469 - mse: 151602.0469\n",
      "Epoch 2535/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150592.4062 - mse: 150592.4062\n",
      "Epoch 2536/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150331.5781 - mse: 150331.5781\n",
      "Epoch 2537/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150173.8281 - mse: 150173.8281\n",
      "Epoch 2538/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150145.4531 - mse: 150145.4531\n",
      "Epoch 2539/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 9ms/step - loss: 150142.6094 - mse: 150142.6094\n",
      "Epoch 2540/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150390.6719 - mse: 150390.6719\n",
      "Epoch 2541/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150482.3281 - mse: 150482.3281\n",
      "Epoch 2542/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150545.2969 - mse: 150545.2969\n",
      "Epoch 2543/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150376.1250 - mse: 150376.1250\n",
      "Epoch 2544/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150124.4844 - mse: 150124.4844\n",
      "Epoch 2545/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150112.0781 - mse: 150112.0781\n",
      "Epoch 2546/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150004.6875 - mse: 150004.6875\n",
      "Epoch 2547/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150223.0938 - mse: 150223.0938\n",
      "Epoch 2548/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150425.1875 - mse: 150425.1875\n",
      "Epoch 2549/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150546.3438 - mse: 150546.3438\n",
      "Epoch 2550/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150375.1719 - mse: 150375.1719\n",
      "Epoch 2551/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150318.9375 - mse: 150318.9375\n",
      "Epoch 2552/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150170.7500 - mse: 150170.7500\n",
      "Epoch 2553/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151266.7500 - mse: 151266.7500\n",
      "Epoch 2554/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150060.3594 - mse: 150060.3594\n",
      "Epoch 2555/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150053.3281 - mse: 150053.3281\n",
      "Epoch 2556/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150054.6875 - mse: 150054.6875\n",
      "Epoch 2557/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150133.5469 - mse: 150133.5469\n",
      "Epoch 2558/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150113.6406 - mse: 150113.6406\n",
      "Epoch 2559/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150083.4375 - mse: 150083.4375\n",
      "Epoch 2560/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150094.4531 - mse: 150094.4531\n",
      "Epoch 2561/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150250.1250 - mse: 150250.1250\n",
      "Epoch 2562/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150465.9062 - mse: 150465.9062\n",
      "Epoch 2563/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150388.8750 - mse: 150388.8750\n",
      "Epoch 2564/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150223.1406 - mse: 150223.1406\n",
      "Epoch 2565/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150410.2031 - mse: 150410.2031\n",
      "Epoch 2566/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150574.8594 - mse: 150574.8594\n",
      "Epoch 2567/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150233.9062 - mse: 150233.9062\n",
      "Epoch 2568/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150215.0469 - mse: 150215.0469\n",
      "Epoch 2569/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150079.2188 - mse: 150079.2188\n",
      "Epoch 2570/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150657.6094 - mse: 150657.6094\n",
      "Epoch 2571/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150115.8750 - mse: 150115.8750\n",
      "Epoch 2572/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150090.3750 - mse: 150090.3750\n",
      "Epoch 2573/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150055.9375 - mse: 150055.9375\n",
      "Epoch 2574/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150050.6094 - mse: 150050.6094\n",
      "Epoch 2575/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150248.4844 - mse: 150248.4844\n",
      "Epoch 2576/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150044.8125 - mse: 150044.8125\n",
      "Epoch 2577/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150500.5625 - mse: 150500.5625\n",
      "Epoch 2578/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150054.4688 - mse: 150054.4688\n",
      "Epoch 2579/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150158.8281 - mse: 150158.8281\n",
      "Epoch 2580/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150088.3125 - mse: 150088.3125\n",
      "Epoch 2581/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150182.6250 - mse: 150182.6250\n",
      "Epoch 2582/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150063.2031 - mse: 150063.2031\n",
      "Epoch 2583/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150140.7500 - mse: 150140.7500\n",
      "Epoch 2584/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150055.1562 - mse: 150055.1562\n",
      "Epoch 2585/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150172.2344 - mse: 150172.2344\n",
      "Epoch 2586/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150117.6719 - mse: 150117.6719\n",
      "Epoch 2587/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150347.5469 - mse: 150347.5625\n",
      "Epoch 2588/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150833.6562 - mse: 150833.6562\n",
      "Epoch 2589/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151116.2812 - mse: 151116.2812\n",
      "Epoch 2590/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150201.3906 - mse: 150201.3906\n",
      "Epoch 2591/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150770.2188 - mse: 150770.2188\n",
      "Epoch 2592/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150220.2031 - mse: 150220.2031\n",
      "Epoch 2593/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150129.3906 - mse: 150129.3906\n",
      "Epoch 2594/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150238.2500 - mse: 150238.2500\n",
      "Epoch 2595/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150080.6875 - mse: 150080.6875\n",
      "Epoch 2596/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150126.3125 - mse: 150126.3125\n",
      "Epoch 2597/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150207.7188 - mse: 150207.7188\n",
      "Epoch 2598/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150699.2812 - mse: 150699.2812\n",
      "Epoch 2599/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151004.3281 - mse: 151004.3281\n",
      "Epoch 2600/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150212.6875 - mse: 150212.6875\n",
      "Epoch 2601/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150140.4844 - mse: 150140.4844\n",
      "Epoch 2602/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150128.1562 - mse: 150128.1562\n",
      "Epoch 2603/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150229.5469 - mse: 150229.5469\n",
      "Epoch 2604/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150917.9062 - mse: 150917.9062\n",
      "Epoch 2605/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150059.2969 - mse: 150059.2969\n",
      "Epoch 2606/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150108.4688 - mse: 150108.4688\n",
      "Epoch 2607/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150074.3281 - mse: 150074.3281\n",
      "Epoch 2608/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150086.1406 - mse: 150086.1406\n",
      "Epoch 2609/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150217.6719 - mse: 150217.6719\n",
      "Epoch 2610/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150799.3438 - mse: 150799.3438\n",
      "Epoch 2611/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150119.7500 - mse: 150119.7500\n",
      "Epoch 2612/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150084.7656 - mse: 150084.7656\n",
      "Epoch 2613/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150084.7656 - mse: 150084.7812\n",
      "Epoch 2614/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150045.9844 - mse: 150045.9844\n",
      "Epoch 2615/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150155.9531 - mse: 150155.9531\n",
      "Epoch 2616/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 9ms/step - loss: 150159.5312 - mse: 150159.5312\n",
      "Epoch 2617/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150131.5781 - mse: 150131.5781\n",
      "Epoch 2618/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150060.4688 - mse: 150060.4688\n",
      "Epoch 2619/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150077.3281 - mse: 150077.3281\n",
      "Epoch 2620/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150126.6250 - mse: 150126.6250\n",
      "Epoch 2621/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150733.8594 - mse: 150733.8594\n",
      "Epoch 2622/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150384.7188 - mse: 150384.7188\n",
      "Epoch 2623/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150145.2344 - mse: 150145.2344\n",
      "Epoch 2624/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150235.7969 - mse: 150235.7969\n",
      "Epoch 2625/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150092.2812 - mse: 150092.2812\n",
      "Epoch 2626/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150113.1406 - mse: 150113.1406\n",
      "Epoch 2627/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150256.2188 - mse: 150256.2188\n",
      "Epoch 2628/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150151.5625 - mse: 150151.5625\n",
      "Epoch 2629/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150289.4688 - mse: 150289.4688\n",
      "Epoch 2630/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150375.4531 - mse: 150375.4531\n",
      "Epoch 2631/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150206.8281 - mse: 150206.8281\n",
      "Epoch 2632/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150520.0625 - mse: 150520.0625\n",
      "Epoch 2633/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150398.5469 - mse: 150398.5469\n",
      "Epoch 2634/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150567.3594 - mse: 150567.3594\n",
      "Epoch 2635/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150617.1719 - mse: 150617.1719\n",
      "Epoch 2636/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 151021.1562 - mse: 151021.1562\n",
      "Epoch 2637/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150623.9062 - mse: 150623.9062\n",
      "Epoch 2638/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150062.5156 - mse: 150062.5156\n",
      "Epoch 2639/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150059.3750 - mse: 150059.3594\n",
      "Epoch 2640/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150174.8438 - mse: 150174.8438\n",
      "Epoch 2641/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150050.1406 - mse: 150050.1406\n",
      "Epoch 2642/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150109.7031 - mse: 150109.7031\n",
      "Epoch 2643/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150060.0156 - mse: 150060.0156\n",
      "Epoch 2644/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150129.1094 - mse: 150129.1094\n",
      "Epoch 2645/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150303.4844 - mse: 150303.4844\n",
      "Epoch 2646/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150195.3750 - mse: 150195.3750\n",
      "Epoch 2647/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150209.7812 - mse: 150209.7812\n",
      "Epoch 2648/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150374.6875 - mse: 150374.6875\n",
      "Epoch 2649/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150200.1250 - mse: 150200.1250\n",
      "Epoch 2650/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150267.6250 - mse: 150267.6250\n",
      "Epoch 2651/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150407.9375 - mse: 150407.9375\n",
      "Epoch 2652/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150153.5938 - mse: 150153.5938\n",
      "Epoch 2653/3500\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 150539.3906 - mse: 150539.3906\n",
      "Epoch 2654/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150070.3594 - mse: 150070.3594\n",
      "Epoch 2655/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150154.2500 - mse: 150154.2500\n",
      "Epoch 2656/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150127.1562 - mse: 150127.1562\n",
      "Epoch 2657/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150121.7969 - mse: 150121.7969\n",
      "Epoch 2658/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150060.4062 - mse: 150060.4062\n",
      "Epoch 2659/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149990.9062 - mse: 149990.9062\n",
      "Epoch 2660/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149970.4531 - mse: 149970.4531\n",
      "Epoch 2661/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150248.9062 - mse: 150248.9062\n",
      "Epoch 2662/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150414.0469 - mse: 150414.0469\n",
      "Epoch 2663/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150517.7812 - mse: 150517.7812\n",
      "Epoch 2664/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150467.8750 - mse: 150467.8750\n",
      "Epoch 2665/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150274.2344 - mse: 150274.2344\n",
      "Epoch 2666/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150071.6562 - mse: 150071.6562\n",
      "Epoch 2667/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 149919.5156 - mse: 149919.5156\n",
      "Epoch 2668/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149934.1562 - mse: 149934.1562\n",
      "Epoch 2669/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150142.6719 - mse: 150142.6719\n",
      "Epoch 2670/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150537.3438 - mse: 150537.3438\n",
      "Epoch 2671/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151187.6719 - mse: 151187.6719\n",
      "Epoch 2672/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150523.0625 - mse: 150523.0625\n",
      "Epoch 2673/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149901.1562 - mse: 149901.1562\n",
      "Epoch 2674/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150304.3594 - mse: 150304.3594\n",
      "Epoch 2675/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150137.4375 - mse: 150137.4375\n",
      "Epoch 2676/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150954.5312 - mse: 150954.5312\n",
      "Epoch 2677/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150917.7812 - mse: 150917.7812\n",
      "Epoch 2678/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150798.6719 - mse: 150798.6719\n",
      "Epoch 2679/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150403.0625 - mse: 150403.0625\n",
      "Epoch 2680/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150096.8750 - mse: 150096.8750\n",
      "Epoch 2681/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150241.7656 - mse: 150241.7656\n",
      "Epoch 2682/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150174.2031 - mse: 150174.2031\n",
      "Epoch 2683/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150227.6406 - mse: 150227.6406\n",
      "Epoch 2684/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150277.2031 - mse: 150277.2031\n",
      "Epoch 2685/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150354.5156 - mse: 150354.5156\n",
      "Epoch 2686/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150132.0625 - mse: 150132.0625\n",
      "Epoch 2687/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150092.8438 - mse: 150092.8438\n",
      "Epoch 2688/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150122.9062 - mse: 150122.9062\n",
      "Epoch 2689/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150052.4062 - mse: 150052.4062\n",
      "Epoch 2690/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150614.6875 - mse: 150614.6875\n",
      "Epoch 2691/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150071.7188 - mse: 150071.7188\n",
      "Epoch 2692/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150429.4062 - mse: 150429.4062\n",
      "Epoch 2693/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 6ms/step - loss: 150067.5625 - mse: 150067.5625\n",
      "Epoch 2694/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150198.0000 - mse: 150198.0000\n",
      "Epoch 2695/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150080.0000 - mse: 150080.0000\n",
      "Epoch 2696/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150198.7031 - mse: 150198.7031\n",
      "Epoch 2697/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150017.2188 - mse: 150017.2188\n",
      "Epoch 2698/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150259.1562 - mse: 150259.1562\n",
      "Epoch 2699/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150785.1562 - mse: 150785.1562\n",
      "Epoch 2700/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150627.7188 - mse: 150627.7188\n",
      "Epoch 2701/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150355.1562 - mse: 150355.1562\n",
      "Epoch 2702/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150114.4844 - mse: 150114.4844\n",
      "Epoch 2703/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150005.8281 - mse: 150005.8281\n",
      "Epoch 2704/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150136.5938 - mse: 150136.5938\n",
      "Epoch 2705/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150100.7188 - mse: 150100.7188\n",
      "Epoch 2706/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150267.6719 - mse: 150267.6719\n",
      "Epoch 2707/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150210.8281 - mse: 150210.8281\n",
      "Epoch 2708/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150662.6406 - mse: 150662.6406\n",
      "Epoch 2709/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150352.8906 - mse: 150352.8906\n",
      "Epoch 2710/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150108.0156 - mse: 150108.0156\n",
      "Epoch 2711/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150421.3281 - mse: 150421.3281\n",
      "Epoch 2712/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150428.3906 - mse: 150428.3906\n",
      "Epoch 2713/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150054.2500 - mse: 150054.2500\n",
      "Epoch 2714/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150431.0312 - mse: 150431.0312\n",
      "Epoch 2715/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150204.3594 - mse: 150204.3594\n",
      "Epoch 2716/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150422.1406 - mse: 150422.1406\n",
      "Epoch 2717/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151074.3281 - mse: 151074.3281\n",
      "Epoch 2718/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150195.0469 - mse: 150195.0469\n",
      "Epoch 2719/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150002.2969 - mse: 150002.2969\n",
      "Epoch 2720/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 149984.1094 - mse: 149984.1094\n",
      "Epoch 2721/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150554.1094 - mse: 150554.1094\n",
      "Epoch 2722/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150549.2812 - mse: 150549.2812\n",
      "Epoch 2723/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150438.4844 - mse: 150438.4844\n",
      "Epoch 2724/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150334.5312 - mse: 150334.5312\n",
      "Epoch 2725/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150185.9062 - mse: 150185.9062\n",
      "Epoch 2726/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150105.8281 - mse: 150105.8281\n",
      "Epoch 2727/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 149688.2344 - mse: 149688.2344\n",
      "Epoch 2728/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150245.2188 - mse: 150245.2188\n",
      "Epoch 2729/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151347.8594 - mse: 151347.8594\n",
      "Epoch 2730/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151539.0625 - mse: 151539.0625\n",
      "Epoch 2731/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151423.7500 - mse: 151423.7500\n",
      "Epoch 2732/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150801.5156 - mse: 150801.5156\n",
      "Epoch 2733/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150222.1562 - mse: 150222.1562\n",
      "Epoch 2734/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 149869.7812 - mse: 149869.7812\n",
      "Epoch 2735/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149925.3750 - mse: 149925.3750\n",
      "Epoch 2736/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150433.6250 - mse: 150433.6250\n",
      "Epoch 2737/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151090.9844 - mse: 151091.0000\n",
      "Epoch 2738/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150763.0000 - mse: 150763.0000\n",
      "Epoch 2739/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150713.1250 - mse: 150713.1250\n",
      "Epoch 2740/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150246.7188 - mse: 150246.7188\n",
      "Epoch 2741/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150068.7969 - mse: 150068.7969\n",
      "Epoch 2742/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150104.8125 - mse: 150104.8125\n",
      "Epoch 2743/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150072.9375 - mse: 150072.9375\n",
      "Epoch 2744/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150083.4844 - mse: 150083.4844\n",
      "Epoch 2745/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150453.3906 - mse: 150453.3906\n",
      "Epoch 2746/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150095.4688 - mse: 150095.4688\n",
      "Epoch 2747/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150465.2969 - mse: 150465.2969\n",
      "Epoch 2748/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150413.8750 - mse: 150413.8750\n",
      "Epoch 2749/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150646.2031 - mse: 150646.2031\n",
      "Epoch 2750/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150288.4062 - mse: 150288.4062\n",
      "Epoch 2751/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150302.2812 - mse: 150302.2812\n",
      "Epoch 2752/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150224.9062 - mse: 150224.9062\n",
      "Epoch 2753/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150121.0938 - mse: 150121.0938\n",
      "Epoch 2754/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150075.4375 - mse: 150075.4375\n",
      "Epoch 2755/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150001.6406 - mse: 150001.6406\n",
      "Epoch 2756/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150220.9375 - mse: 150220.9375\n",
      "Epoch 2757/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150445.7812 - mse: 150445.7812\n",
      "Epoch 2758/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150224.7188 - mse: 150224.7188\n",
      "Epoch 2759/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150105.1250 - mse: 150105.1250\n",
      "Epoch 2760/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150105.0312 - mse: 150105.0312\n",
      "Epoch 2761/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150886.7812 - mse: 150886.7812\n",
      "Epoch 2762/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150219.7188 - mse: 150219.7188\n",
      "Epoch 2763/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150226.4688 - mse: 150226.4688\n",
      "Epoch 2764/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150315.1250 - mse: 150315.1250\n",
      "Epoch 2765/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150084.2031 - mse: 150084.2031\n",
      "Epoch 2766/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150510.7500 - mse: 150510.7500\n",
      "Epoch 2767/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150330.1719 - mse: 150330.1719\n",
      "Epoch 2768/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150082.1250 - mse: 150082.1250\n",
      "Epoch 2769/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150758.0781 - mse: 150758.0781\n",
      "Epoch 2770/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 10ms/step - loss: 150115.4688 - mse: 150115.4688\n",
      "Epoch 2771/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150075.6094 - mse: 150075.6094\n",
      "Epoch 2772/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150071.3438 - mse: 150071.3438\n",
      "Epoch 2773/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150116.5781 - mse: 150116.5781\n",
      "Epoch 2774/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150155.9219 - mse: 150155.9219\n",
      "Epoch 2775/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150736.4531 - mse: 150736.4531\n",
      "Epoch 2776/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150054.7500 - mse: 150054.7500\n",
      "Epoch 2777/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150010.9375 - mse: 150010.9375\n",
      "Epoch 2778/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150185.2031 - mse: 150185.2031\n",
      "Epoch 2779/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150337.1719 - mse: 150337.1719\n",
      "Epoch 2780/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151378.9844 - mse: 151378.9844\n",
      "Epoch 2781/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150511.8438 - mse: 150511.8438\n",
      "Epoch 2782/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150056.1250 - mse: 150056.1250\n",
      "Epoch 2783/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150347.4844 - mse: 150347.4844\n",
      "Epoch 2784/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150571.7500 - mse: 150571.7500\n",
      "Epoch 2785/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150374.6719 - mse: 150374.6719\n",
      "Epoch 2786/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150347.7500 - mse: 150347.7500\n",
      "Epoch 2787/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150566.3906 - mse: 150566.3906\n",
      "Epoch 2788/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150024.0312 - mse: 150024.0312\n",
      "Epoch 2789/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 149946.9375 - mse: 149946.9375\n",
      "Epoch 2790/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150469.6719 - mse: 150469.6719\n",
      "Epoch 2791/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150494.3594 - mse: 150494.3594\n",
      "Epoch 2792/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150736.7188 - mse: 150736.7188\n",
      "Epoch 2793/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150479.2344 - mse: 150479.2344\n",
      "Epoch 2794/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150503.3906 - mse: 150503.3906\n",
      "Epoch 2795/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150319.8750 - mse: 150319.8750\n",
      "Epoch 2796/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150329.5000 - mse: 150329.5000\n",
      "Epoch 2797/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150039.4844 - mse: 150039.4844\n",
      "Epoch 2798/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150662.5625 - mse: 150662.5625\n",
      "Epoch 2799/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150280.1719 - mse: 150280.1719\n",
      "Epoch 2800/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150398.9375 - mse: 150398.9219\n",
      "Epoch 2801/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 149993.1406 - mse: 149993.1406\n",
      "Epoch 2802/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 149892.8438 - mse: 149892.8438\n",
      "Epoch 2803/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 149931.0000 - mse: 149931.0000\n",
      "Epoch 2804/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151912.0469 - mse: 151912.0469\n",
      "Epoch 2805/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150807.3281 - mse: 150807.3281\n",
      "Epoch 2806/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150761.2188 - mse: 150761.2188\n",
      "Epoch 2807/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150284.5625 - mse: 150284.5625\n",
      "Epoch 2808/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150540.0625 - mse: 150540.0625\n",
      "Epoch 2809/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150047.9531 - mse: 150047.9531\n",
      "Epoch 2810/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150067.9219 - mse: 150067.9219\n",
      "Epoch 2811/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150124.9062 - mse: 150124.9062\n",
      "Epoch 2812/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150427.7031 - mse: 150427.7031\n",
      "Epoch 2813/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150061.3750 - mse: 150061.3906\n",
      "Epoch 2814/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150238.6250 - mse: 150238.6250\n",
      "Epoch 2815/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150158.6406 - mse: 150158.6406\n",
      "Epoch 2816/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150323.2031 - mse: 150323.2031\n",
      "Epoch 2817/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150921.7812 - mse: 150921.7812\n",
      "Epoch 2818/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150499.5156 - mse: 150499.5156\n",
      "Epoch 2819/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150496.3750 - mse: 150496.3750\n",
      "Epoch 2820/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150494.8281 - mse: 150494.8281\n",
      "Epoch 2821/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150137.4844 - mse: 150137.4844\n",
      "Epoch 2822/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150626.8594 - mse: 150626.8594\n",
      "Epoch 2823/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150052.1719 - mse: 150052.1719\n",
      "Epoch 2824/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150270.2031 - mse: 150270.2031\n",
      "Epoch 2825/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150096.5156 - mse: 150096.5156\n",
      "Epoch 2826/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150693.7188 - mse: 150693.7188\n",
      "Epoch 2827/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150074.8281 - mse: 150074.8281\n",
      "Epoch 2828/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150167.6406 - mse: 150167.6406\n",
      "Epoch 2829/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150351.0938 - mse: 150351.0938\n",
      "Epoch 2830/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150214.6250 - mse: 150214.6250\n",
      "Epoch 2831/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150083.8281 - mse: 150083.8281\n",
      "Epoch 2832/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150102.8906 - mse: 150102.9062\n",
      "Epoch 2833/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150096.7969 - mse: 150096.7969\n",
      "Epoch 2834/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150266.1406 - mse: 150266.1406\n",
      "Epoch 2835/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150148.3281 - mse: 150148.3281\n",
      "Epoch 2836/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150309.7656 - mse: 150309.7656\n",
      "Epoch 2837/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150048.1875 - mse: 150048.1875\n",
      "Epoch 2838/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150062.2031 - mse: 150062.2031\n",
      "Epoch 2839/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150369.2031 - mse: 150369.2031\n",
      "Epoch 2840/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150122.2188 - mse: 150122.2188\n",
      "Epoch 2841/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150198.2188 - mse: 150198.2188\n",
      "Epoch 2842/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150051.5312 - mse: 150051.5312\n",
      "Epoch 2843/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150167.7812 - mse: 150167.7812\n",
      "Epoch 2844/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150461.3125 - mse: 150461.3125\n",
      "Epoch 2845/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150057.5312 - mse: 150057.5312\n",
      "Epoch 2846/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150107.6875 - mse: 150107.6875\n",
      "Epoch 2847/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 5ms/step - loss: 150030.7031 - mse: 150030.7031\n",
      "Epoch 2848/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150068.3594 - mse: 150068.3594\n",
      "Epoch 2849/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150135.0625 - mse: 150135.0625\n",
      "Epoch 2850/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150235.5469 - mse: 150235.5312\n",
      "Epoch 2851/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150448.2812 - mse: 150448.2812\n",
      "Epoch 2852/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150140.4062 - mse: 150140.4062\n",
      "Epoch 2853/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150244.4219 - mse: 150244.4219\n",
      "Epoch 2854/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150731.5938 - mse: 150731.5938\n",
      "Epoch 2855/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150691.3281 - mse: 150691.3281\n",
      "Epoch 2856/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150327.8281 - mse: 150327.8281\n",
      "Epoch 2857/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 149953.2812 - mse: 149953.2812\n",
      "Epoch 2858/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150152.5469 - mse: 150152.5469\n",
      "Epoch 2859/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150475.8281 - mse: 150475.8281\n",
      "Epoch 2860/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150709.6875 - mse: 150709.6875\n",
      "Epoch 2861/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150716.9531 - mse: 150716.9531\n",
      "Epoch 2862/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150551.1719 - mse: 150551.1719\n",
      "Epoch 2863/3500\n",
      "2/2 [==============================] - ETA: 0s - loss: 137169.5625 - mse: 137169.562 - 0s 15ms/step - loss: 151435.7031 - mse: 151435.7031\n",
      "Epoch 2864/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150287.8438 - mse: 150287.8438\n",
      "Epoch 2865/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150195.2031 - mse: 150195.2031\n",
      "Epoch 2866/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150261.7969 - mse: 150261.7969\n",
      "Epoch 2867/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150178.1250 - mse: 150178.1250\n",
      "Epoch 2868/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150260.3438 - mse: 150260.3438\n",
      "Epoch 2869/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150448.6250 - mse: 150448.6250\n",
      "Epoch 2870/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150060.6719 - mse: 150060.6719\n",
      "Epoch 2871/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150057.0938 - mse: 150057.0938\n",
      "Epoch 2872/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150053.1406 - mse: 150053.1406\n",
      "Epoch 2873/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150098.6719 - mse: 150098.6719\n",
      "Epoch 2874/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150169.8438 - mse: 150169.8438\n",
      "Epoch 2875/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150118.7969 - mse: 150118.7969\n",
      "Epoch 2876/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150188.3281 - mse: 150188.3281\n",
      "Epoch 2877/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150068.7969 - mse: 150068.7969\n",
      "Epoch 2878/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150121.2969 - mse: 150121.2969\n",
      "Epoch 2879/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150214.3906 - mse: 150214.3906\n",
      "Epoch 2880/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150090.1562 - mse: 150090.1562\n",
      "Epoch 2881/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150542.8594 - mse: 150542.8594\n",
      "Epoch 2882/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150195.1719 - mse: 150195.1719\n",
      "Epoch 2883/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150146.0469 - mse: 150146.0469\n",
      "Epoch 2884/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150091.9844 - mse: 150091.9844\n",
      "Epoch 2885/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150027.2812 - mse: 150027.2812\n",
      "Epoch 2886/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150149.8281 - mse: 150149.8281\n",
      "Epoch 2887/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150935.5781 - mse: 150935.5781\n",
      "Epoch 2888/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150702.9062 - mse: 150702.9062\n",
      "Epoch 2889/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150068.2812 - mse: 150068.2812\n",
      "Epoch 2890/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150067.1250 - mse: 150067.1250\n",
      "Epoch 2891/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150051.2969 - mse: 150051.2969\n",
      "Epoch 2892/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150133.0000 - mse: 150133.0000\n",
      "Epoch 2893/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150897.7812 - mse: 150897.7812\n",
      "Epoch 2894/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150341.9531 - mse: 150341.9531\n",
      "Epoch 2895/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150110.7969 - mse: 150110.7969\n",
      "Epoch 2896/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150074.7188 - mse: 150074.7188\n",
      "Epoch 2897/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150204.5625 - mse: 150204.5625\n",
      "Epoch 2898/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150068.1406 - mse: 150068.1406\n",
      "Epoch 2899/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150234.0938 - mse: 150234.0938\n",
      "Epoch 2900/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150463.8438 - mse: 150463.8438\n",
      "Epoch 2901/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150094.6094 - mse: 150094.6094\n",
      "Epoch 2902/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150090.2969 - mse: 150090.2969\n",
      "Epoch 2903/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150141.5312 - mse: 150141.5312\n",
      "Epoch 2904/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150283.5312 - mse: 150283.5312\n",
      "Epoch 2905/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150275.7969 - mse: 150275.7969\n",
      "Epoch 2906/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150058.1562 - mse: 150058.1562\n",
      "Epoch 2907/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150533.9844 - mse: 150533.9844\n",
      "Epoch 2908/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151022.7500 - mse: 151022.7500\n",
      "Epoch 2909/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150353.8906 - mse: 150353.8906\n",
      "Epoch 2910/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151205.2969 - mse: 151205.2969\n",
      "Epoch 2911/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150073.0938 - mse: 150073.0938\n",
      "Epoch 2912/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150096.4531 - mse: 150096.4531\n",
      "Epoch 2913/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150059.6875 - mse: 150059.6875\n",
      "Epoch 2914/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150383.9219 - mse: 150383.9219\n",
      "Epoch 2915/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150353.7188 - mse: 150353.7188\n",
      "Epoch 2916/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150149.7188 - mse: 150149.7188\n",
      "Epoch 2917/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150154.4375 - mse: 150154.4375\n",
      "Epoch 2918/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150127.2031 - mse: 150127.2031\n",
      "Epoch 2919/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150076.1562 - mse: 150076.1719\n",
      "Epoch 2920/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 151707.9531 - mse: 151707.9531\n",
      "Epoch 2921/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149974.0000 - mse: 149974.0000\n",
      "Epoch 2922/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150059.6875 - mse: 150059.6875\n",
      "Epoch 2923/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150080.3125 - mse: 150080.3125\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 2924/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150391.3281 - mse: 150391.3281\n",
      "Epoch 2925/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150801.9844 - mse: 150801.9844\n",
      "Epoch 2926/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150641.2812 - mse: 150641.2812\n",
      "Epoch 2927/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150448.3906 - mse: 150448.3906\n",
      "Epoch 2928/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150103.2500 - mse: 150103.2500\n",
      "Epoch 2929/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150023.7031 - mse: 150023.7031\n",
      "Epoch 2930/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150361.6406 - mse: 150361.6406\n",
      "Epoch 2931/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150322.7812 - mse: 150322.7812\n",
      "Epoch 2932/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150156.5938 - mse: 150156.5938\n",
      "Epoch 2933/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150864.2344 - mse: 150864.2344\n",
      "Epoch 2934/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150154.0469 - mse: 150154.0469\n",
      "Epoch 2935/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 149913.7969 - mse: 149913.7969\n",
      "Epoch 2936/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150026.3750 - mse: 150026.3750\n",
      "Epoch 2937/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150254.3125 - mse: 150254.3125\n",
      "Epoch 2938/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 151529.0000 - mse: 151529.0000\n",
      "Epoch 2939/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151180.6562 - mse: 151180.6562\n",
      "Epoch 2940/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150647.4844 - mse: 150647.4844\n",
      "Epoch 2941/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151014.7969 - mse: 151014.7969\n",
      "Epoch 2942/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 149979.9375 - mse: 149979.9375\n",
      "Epoch 2943/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150648.2812 - mse: 150648.2812\n",
      "Epoch 2944/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150309.1562 - mse: 150309.1562\n",
      "Epoch 2945/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150203.1719 - mse: 150203.1719\n",
      "Epoch 2946/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150077.9844 - mse: 150077.9844\n",
      "Epoch 2947/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150063.7500 - mse: 150063.7500\n",
      "Epoch 2948/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150051.2188 - mse: 150051.2188\n",
      "Epoch 2949/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150043.4375 - mse: 150043.4375\n",
      "Epoch 2950/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150341.2344 - mse: 150341.2344\n",
      "Epoch 2951/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150760.2812 - mse: 150760.2812\n",
      "Epoch 2952/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150409.3281 - mse: 150409.3281\n",
      "Epoch 2953/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150188.8438 - mse: 150188.8438\n",
      "Epoch 2954/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151310.4531 - mse: 151310.4531\n",
      "Epoch 2955/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150166.0625 - mse: 150166.0625\n",
      "Epoch 2956/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150180.6719 - mse: 150180.6719\n",
      "Epoch 2957/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150253.0781 - mse: 150253.0781\n",
      "Epoch 2958/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150123.3594 - mse: 150123.3594\n",
      "Epoch 2959/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150457.1719 - mse: 150457.1719\n",
      "Epoch 2960/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150077.2969 - mse: 150077.2969\n",
      "Epoch 2961/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150659.4375 - mse: 150659.4375\n",
      "Epoch 2962/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150049.5625 - mse: 150049.5625\n",
      "Epoch 2963/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150451.9219 - mse: 150451.9219\n",
      "Epoch 2964/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150124.2188 - mse: 150124.2188\n",
      "Epoch 2965/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150066.1250 - mse: 150066.1250\n",
      "Epoch 2966/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150069.8438 - mse: 150069.8438\n",
      "Epoch 2967/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150196.4375 - mse: 150196.4375\n",
      "Epoch 2968/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150106.8125 - mse: 150106.8125\n",
      "Epoch 2969/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150495.7500 - mse: 150495.7500\n",
      "Epoch 2970/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150154.8906 - mse: 150154.8906\n",
      "Epoch 2971/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150000.0000 - mse: 150000.0000\n",
      "Epoch 2972/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150339.8438 - mse: 150339.8438\n",
      "Epoch 2973/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150254.2500 - mse: 150254.2500\n",
      "Epoch 2974/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150270.5469 - mse: 150270.5469\n",
      "Epoch 2975/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150751.8750 - mse: 150751.8750\n",
      "Epoch 2976/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150245.9062 - mse: 150245.9062\n",
      "Epoch 2977/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150800.2500 - mse: 150800.2500\n",
      "Epoch 2978/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150464.7969 - mse: 150464.7969\n",
      "Epoch 2979/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150477.2656 - mse: 150477.2656\n",
      "Epoch 2980/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150399.6406 - mse: 150399.6406\n",
      "Epoch 2981/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150211.1406 - mse: 150211.1406\n",
      "Epoch 2982/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150771.7969 - mse: 150771.7969\n",
      "Epoch 2983/3500\n",
      "2/2 [==============================] - ETA: 0s - loss: 180950.8125 - mse: 180950.812 - 0s 12ms/step - loss: 150477.7812 - mse: 150477.7812\n",
      "Epoch 2984/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150221.9531 - mse: 150221.9531\n",
      "Epoch 2985/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150102.2188 - mse: 150102.2188\n",
      "Epoch 2986/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150275.5156 - mse: 150275.5156\n",
      "Epoch 2987/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150602.3594 - mse: 150602.3594\n",
      "Epoch 2988/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150470.7500 - mse: 150470.7500\n",
      "Epoch 2989/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150305.6250 - mse: 150305.6250\n",
      "Epoch 2990/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150187.5781 - mse: 150187.5781\n",
      "Epoch 2991/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150116.3594 - mse: 150116.3594\n",
      "Epoch 2992/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150652.0469 - mse: 150652.0469\n",
      "Epoch 2993/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150190.5938 - mse: 150190.5938\n",
      "Epoch 2994/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 151002.4531 - mse: 151002.4531\n",
      "Epoch 2995/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150617.1562 - mse: 150617.1562\n",
      "Epoch 2996/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150543.8750 - mse: 150543.8750\n",
      "Epoch 2997/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150674.4375 - mse: 150674.4375\n",
      "Epoch 2998/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150212.6719 - mse: 150212.6719\n",
      "Epoch 2999/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150060.9531 - mse: 150060.9531\n",
      "Epoch 3000/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 11ms/step - loss: 150001.4844 - mse: 150001.4844\n",
      "Epoch 3001/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150179.2031 - mse: 150179.2031\n",
      "Epoch 3002/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150285.1250 - mse: 150285.1250\n",
      "Epoch 3003/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150334.2969 - mse: 150334.2969\n",
      "Epoch 3004/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150399.7656 - mse: 150399.7656\n",
      "Epoch 3005/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150337.6094 - mse: 150337.6094\n",
      "Epoch 3006/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150713.7500 - mse: 150713.7500\n",
      "Epoch 3007/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150090.4062 - mse: 150090.4062\n",
      "Epoch 3008/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150056.0625 - mse: 150056.0625\n",
      "Epoch 3009/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150034.0000 - mse: 150034.0000\n",
      "Epoch 3010/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150037.4062 - mse: 150037.4062\n",
      "Epoch 3011/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150346.0156 - mse: 150346.0156\n",
      "Epoch 3012/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150133.4688 - mse: 150133.4688\n",
      "Epoch 3013/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150077.2031 - mse: 150077.2031\n",
      "Epoch 3014/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150092.3281 - mse: 150092.3281\n",
      "Epoch 3015/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150240.7500 - mse: 150240.7500\n",
      "Epoch 3016/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150522.1406 - mse: 150522.1406\n",
      "Epoch 3017/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150056.2969 - mse: 150056.2969\n",
      "Epoch 3018/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150559.6562 - mse: 150559.6562\n",
      "Epoch 3019/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150164.2500 - mse: 150164.2500\n",
      "Epoch 3020/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150105.4062 - mse: 150105.4062\n",
      "Epoch 3021/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150044.6094 - mse: 150044.6094\n",
      "Epoch 3022/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150469.7031 - mse: 150469.7031\n",
      "Epoch 3023/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150104.4844 - mse: 150104.4844\n",
      "Epoch 3024/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150277.0000 - mse: 150277.0000\n",
      "Epoch 3025/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150120.8750 - mse: 150120.8750\n",
      "Epoch 3026/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150156.9844 - mse: 150156.9844\n",
      "Epoch 3027/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 151021.8750 - mse: 151021.8750\n",
      "Epoch 3028/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150400.2656 - mse: 150400.2500\n",
      "Epoch 3029/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150593.3125 - mse: 150593.3125\n",
      "Epoch 3030/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150087.1250 - mse: 150087.1250\n",
      "Epoch 3031/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150425.6875 - mse: 150425.6875\n",
      "Epoch 3032/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150151.1406 - mse: 150151.1406\n",
      "Epoch 3033/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150273.6250 - mse: 150273.6250\n",
      "Epoch 3034/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150339.5469 - mse: 150339.5469\n",
      "Epoch 3035/3500\n",
      "2/2 [==============================] - 0s 14ms/step - loss: 150769.6406 - mse: 150769.6406\n",
      "Epoch 3036/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150021.2031 - mse: 150021.2188\n",
      "Epoch 3037/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150036.4844 - mse: 150036.4844\n",
      "Epoch 3038/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150093.9062 - mse: 150093.9062\n",
      "Epoch 3039/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150442.5781 - mse: 150442.5781\n",
      "Epoch 3040/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150445.1250 - mse: 150445.1250\n",
      "Epoch 3041/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150665.1406 - mse: 150665.1406\n",
      "Epoch 3042/3500\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 150600.5469 - mse: 150600.5469\n",
      "Epoch 3043/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150264.4531 - mse: 150264.4531\n",
      "Epoch 3044/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150461.1094 - mse: 150461.1094\n",
      "Epoch 3045/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150277.2031 - mse: 150277.2031\n",
      "Epoch 3046/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 149905.2500 - mse: 149905.2500\n",
      "Epoch 3047/3500\n",
      "2/2 [==============================] - 0s 13ms/step - loss: 150345.0938 - mse: 150345.0938\n",
      "Epoch 3048/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150662.9688 - mse: 150662.9531\n",
      "Epoch 3049/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150586.5938 - mse: 150586.5938\n",
      "Epoch 3050/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150221.6094 - mse: 150221.6094\n",
      "Epoch 3051/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 149980.3594 - mse: 149980.3594\n",
      "Epoch 3052/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 149848.6719 - mse: 149848.6719\n",
      "Epoch 3053/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150581.5469 - mse: 150581.5469\n",
      "Epoch 3054/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 151094.9219 - mse: 151094.9219\n",
      "Epoch 3055/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150867.9062 - mse: 150867.9062\n",
      "Epoch 3056/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150424.2031 - mse: 150424.2031\n",
      "Epoch 3057/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150190.8750 - mse: 150190.8750\n",
      "Epoch 3058/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150000.6250 - mse: 150000.6250\n",
      "Epoch 3059/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150113.4062 - mse: 150113.4062\n",
      "Epoch 3060/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150173.9062 - mse: 150173.9062\n",
      "Epoch 3061/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150436.3594 - mse: 150436.3594\n",
      "Epoch 3062/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150381.5156 - mse: 150381.5156\n",
      "Epoch 3063/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150363.4688 - mse: 150363.4688\n",
      "Epoch 3064/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150175.7656 - mse: 150175.7656\n",
      "Epoch 3065/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149979.5938 - mse: 149979.5938\n",
      "Epoch 3066/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149961.5938 - mse: 149961.5938\n",
      "Epoch 3067/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150057.2812 - mse: 150057.2812\n",
      "Epoch 3068/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150897.0000 - mse: 150897.0000\n",
      "Epoch 3069/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150642.7656 - mse: 150642.7656\n",
      "Epoch 3070/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150529.9062 - mse: 150529.9062\n",
      "Epoch 3071/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150488.2188 - mse: 150488.2188\n",
      "Epoch 3072/3500\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 151778.2812 - mse: 151778.2812\n",
      "Epoch 3073/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150155.1406 - mse: 150155.1406\n",
      "Epoch 3074/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150469.9062 - mse: 150469.9062\n",
      "Epoch 3075/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150650.5469 - mse: 150650.5469\n",
      "Epoch 3076/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150345.8281 - mse: 150345.8281\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 3077/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150093.3750 - mse: 150093.3750\n",
      "Epoch 3078/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150574.6406 - mse: 150574.6406\n",
      "Epoch 3079/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150144.0156 - mse: 150144.0156\n",
      "Epoch 3080/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150599.2656 - mse: 150599.2656\n",
      "Epoch 3081/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150816.1094 - mse: 150816.1094\n",
      "Epoch 3082/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150239.8281 - mse: 150239.8281\n",
      "Epoch 3083/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150491.9375 - mse: 150491.9375\n",
      "Epoch 3084/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150209.0000 - mse: 150209.0000\n",
      "Epoch 3085/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150320.0938 - mse: 150320.0938\n",
      "Epoch 3086/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150319.0625 - mse: 150319.0625\n",
      "Epoch 3087/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150066.8438 - mse: 150066.8438\n",
      "Epoch 3088/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150032.2188 - mse: 150032.2188\n",
      "Epoch 3089/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150068.3750 - mse: 150068.3750\n",
      "Epoch 3090/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150186.2812 - mse: 150186.2812\n",
      "Epoch 3091/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150131.4062 - mse: 150131.4062\n",
      "Epoch 3092/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150322.6250 - mse: 150322.6250\n",
      "Epoch 3093/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150275.5312 - mse: 150275.5312\n",
      "Epoch 3094/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150279.1406 - mse: 150279.1406\n",
      "Epoch 3095/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150092.7031 - mse: 150092.7031\n",
      "Epoch 3096/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150073.0156 - mse: 150073.0156\n",
      "Epoch 3097/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150063.3594 - mse: 150063.3594\n",
      "Epoch 3098/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150409.6250 - mse: 150409.6250\n",
      "Epoch 3099/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150022.0156 - mse: 150022.0156\n",
      "Epoch 3100/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150027.5625 - mse: 150027.5625\n",
      "Epoch 3101/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150228.4062 - mse: 150228.4062\n",
      "Epoch 3102/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150184.2188 - mse: 150184.2188\n",
      "Epoch 3103/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150388.1250 - mse: 150388.1250\n",
      "Epoch 3104/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150566.7969 - mse: 150566.7969\n",
      "Epoch 3105/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150549.2656 - mse: 150549.2656\n",
      "Epoch 3106/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150376.1406 - mse: 150376.1406\n",
      "Epoch 3107/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150162.9844 - mse: 150162.9844\n",
      "Epoch 3108/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150484.9844 - mse: 150484.9844\n",
      "Epoch 3109/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150117.9844 - mse: 150117.9844\n",
      "Epoch 3110/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150304.9375 - mse: 150304.9375\n",
      "Epoch 3111/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150088.0781 - mse: 150088.0781\n",
      "Epoch 3112/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150525.4688 - mse: 150525.4688\n",
      "Epoch 3113/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150126.1875 - mse: 150126.1875\n",
      "Epoch 3114/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150132.6250 - mse: 150132.6250\n",
      "Epoch 3115/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150127.0781 - mse: 150127.0781\n",
      "Epoch 3116/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150131.0781 - mse: 150131.0781\n",
      "Epoch 3117/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150193.5625 - mse: 150193.5625\n",
      "Epoch 3118/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150495.7969 - mse: 150495.7969\n",
      "Epoch 3119/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150862.5312 - mse: 150862.5312\n",
      "Epoch 3120/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150655.1719 - mse: 150655.1719\n",
      "Epoch 3121/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150192.0625 - mse: 150192.0625\n",
      "Epoch 3122/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151153.0156 - mse: 151153.0156\n",
      "Epoch 3123/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150200.4062 - mse: 150200.4062\n",
      "Epoch 3124/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150227.2031 - mse: 150227.2031\n",
      "Epoch 3125/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150190.0000 - mse: 150190.0000\n",
      "Epoch 3126/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150219.7969 - mse: 150219.7969\n",
      "Epoch 3127/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150166.3594 - mse: 150166.3594\n",
      "Epoch 3128/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150325.7188 - mse: 150325.7188\n",
      "Epoch 3129/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150228.5938 - mse: 150228.5938\n",
      "Epoch 3130/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150281.3750 - mse: 150281.3750\n",
      "Epoch 3131/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150328.2031 - mse: 150328.2031\n",
      "Epoch 3132/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150137.5938 - mse: 150137.5938\n",
      "Epoch 3133/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150556.2969 - mse: 150556.2969\n",
      "Epoch 3134/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150065.2031 - mse: 150065.2031\n",
      "Epoch 3135/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150246.0469 - mse: 150246.0469\n",
      "Epoch 3136/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150095.6719 - mse: 150095.6719\n",
      "Epoch 3137/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150207.2188 - mse: 150207.2188\n",
      "Epoch 3138/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150171.0938 - mse: 150171.0938\n",
      "Epoch 3139/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150044.7656 - mse: 150044.7656\n",
      "Epoch 3140/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150871.0469 - mse: 150871.0469\n",
      "Epoch 3141/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150380.2500 - mse: 150380.2500\n",
      "Epoch 3142/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150069.5625 - mse: 150069.5625\n",
      "Epoch 3143/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150527.2969 - mse: 150527.2969\n",
      "Epoch 3144/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150008.1562 - mse: 150008.1562\n",
      "Epoch 3145/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150724.0625 - mse: 150724.0625\n",
      "Epoch 3146/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150350.6406 - mse: 150350.6406\n",
      "Epoch 3147/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150158.0469 - mse: 150158.0469\n",
      "Epoch 3148/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150087.6719 - mse: 150087.6562\n",
      "Epoch 3149/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150094.2500 - mse: 150094.2500\n",
      "Epoch 3150/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150114.4375 - mse: 150114.4375\n",
      "Epoch 3151/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150159.6250 - mse: 150159.6250\n",
      "Epoch 3152/3500\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 150544.9375 - mse: 150544.9375\n",
      "Epoch 3153/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150368.0781 - mse: 150368.0781\n",
      "Epoch 3154/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 5ms/step - loss: 150641.4844 - mse: 150641.4844\n",
      "Epoch 3155/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150514.5156 - mse: 150514.5156\n",
      "Epoch 3156/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150885.6250 - mse: 150885.6250\n",
      "Epoch 3157/3500\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 150120.6250 - mse: 150120.6250\n",
      "Epoch 3158/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150250.5156 - mse: 150250.5156\n",
      "Epoch 3159/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150089.0938 - mse: 150089.0938\n",
      "Epoch 3160/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150005.5938 - mse: 150005.5938\n",
      "Epoch 3161/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150257.1094 - mse: 150257.1094\n",
      "Epoch 3162/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150217.7656 - mse: 150217.7656\n",
      "Epoch 3163/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150177.3750 - mse: 150177.3750\n",
      "Epoch 3164/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150106.1719 - mse: 150106.1719\n",
      "Epoch 3165/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150093.4062 - mse: 150093.4062\n",
      "Epoch 3166/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150223.7188 - mse: 150223.7188\n",
      "Epoch 3167/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150199.7969 - mse: 150199.7969\n",
      "Epoch 3168/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150290.9219 - mse: 150290.9219\n",
      "Epoch 3169/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150696.9688 - mse: 150696.9844\n",
      "Epoch 3170/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150041.2188 - mse: 150041.2188\n",
      "Epoch 3171/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150139.0781 - mse: 150139.0781\n",
      "Epoch 3172/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150063.3594 - mse: 150063.3594\n",
      "Epoch 3173/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150101.3281 - mse: 150101.3125\n",
      "Epoch 3174/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150136.1562 - mse: 150136.1562\n",
      "Epoch 3175/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150412.7188 - mse: 150412.7188\n",
      "Epoch 3176/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150133.1719 - mse: 150133.1719\n",
      "Epoch 3177/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150506.7969 - mse: 150506.7812\n",
      "Epoch 3178/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150603.2031 - mse: 150603.2031\n",
      "Epoch 3179/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150189.1250 - mse: 150189.1250\n",
      "Epoch 3180/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150217.5938 - mse: 150217.5938\n",
      "Epoch 3181/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150152.3750 - mse: 150152.3750\n",
      "Epoch 3182/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150062.8594 - mse: 150062.8594\n",
      "Epoch 3183/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150056.6250 - mse: 150056.6250\n",
      "Epoch 3184/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150107.8281 - mse: 150107.8281\n",
      "Epoch 3185/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150100.6719 - mse: 150100.6719\n",
      "Epoch 3186/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150164.4375 - mse: 150164.4375\n",
      "Epoch 3187/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150130.3438 - mse: 150130.3438\n",
      "Epoch 3188/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150086.7500 - mse: 150086.7500\n",
      "Epoch 3189/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150187.3281 - mse: 150187.3281\n",
      "Epoch 3190/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150149.2969 - mse: 150149.2969\n",
      "Epoch 3191/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150358.3750 - mse: 150358.3750\n",
      "Epoch 3192/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150099.0781 - mse: 150099.0781\n",
      "Epoch 3193/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150316.8438 - mse: 150316.8438\n",
      "Epoch 3194/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150177.1719 - mse: 150177.1719\n",
      "Epoch 3195/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150287.9844 - mse: 150287.9844\n",
      "Epoch 3196/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150763.6719 - mse: 150763.6719\n",
      "Epoch 3197/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150058.0000 - mse: 150058.0000\n",
      "Epoch 3198/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150135.5938 - mse: 150135.5938\n",
      "Epoch 3199/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150034.9062 - mse: 150034.9062\n",
      "Epoch 3200/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150096.0469 - mse: 150096.0469\n",
      "Epoch 3201/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150016.4062 - mse: 150016.4062\n",
      "Epoch 3202/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150543.9375 - mse: 150543.9375\n",
      "Epoch 3203/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150433.9062 - mse: 150433.9062\n",
      "Epoch 3204/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150285.6719 - mse: 150285.6719\n",
      "Epoch 3205/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150315.8594 - mse: 150315.8594\n",
      "Epoch 3206/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150141.2500 - mse: 150141.2500\n",
      "Epoch 3207/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150173.4844 - mse: 150173.4844\n",
      "Epoch 3208/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150264.3594 - mse: 150264.3594\n",
      "Epoch 3209/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150142.9844 - mse: 150142.9844\n",
      "Epoch 3210/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150040.4531 - mse: 150040.4531\n",
      "Epoch 3211/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150069.4688 - mse: 150069.4688\n",
      "Epoch 3212/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150111.5938 - mse: 150111.5938\n",
      "Epoch 3213/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150089.9219 - mse: 150089.9219\n",
      "Epoch 3214/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150072.7969 - mse: 150072.7969\n",
      "Epoch 3215/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150476.4375 - mse: 150476.4375\n",
      "Epoch 3216/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150088.2500 - mse: 150088.2500\n",
      "Epoch 3217/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150354.4688 - mse: 150354.4688\n",
      "Epoch 3218/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150365.7188 - mse: 150365.7188\n",
      "Epoch 3219/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150208.0000 - mse: 150208.0000\n",
      "Epoch 3220/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150059.7812 - mse: 150059.7812\n",
      "Epoch 3221/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150133.1250 - mse: 150133.1250\n",
      "Epoch 3222/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150332.7031 - mse: 150332.7031\n",
      "Epoch 3223/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150289.4062 - mse: 150289.4062\n",
      "Epoch 3224/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150469.5938 - mse: 150469.5938\n",
      "Epoch 3225/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150124.6875 - mse: 150124.6875\n",
      "Epoch 3226/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150059.2812 - mse: 150059.2812\n",
      "Epoch 3227/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150066.9688 - mse: 150066.9688\n",
      "Epoch 3228/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150235.6250 - mse: 150235.6250\n",
      "Epoch 3229/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150592.0625 - mse: 150592.0625\n",
      "Epoch 3230/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150040.6094 - mse: 150040.6094\n",
      "Epoch 3231/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 150122.6250 - mse: 150122.6250\n",
      "Epoch 3232/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150444.5625 - mse: 150444.5625\n",
      "Epoch 3233/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150416.1250 - mse: 150416.1250\n",
      "Epoch 3234/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150325.3750 - mse: 150325.3750\n",
      "Epoch 3235/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150301.3281 - mse: 150301.3281\n",
      "Epoch 3236/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150219.2812 - mse: 150219.2812\n",
      "Epoch 3237/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150316.1719 - mse: 150316.1719\n",
      "Epoch 3238/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150227.8281 - mse: 150227.8281\n",
      "Epoch 3239/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150208.7500 - mse: 150208.7500\n",
      "Epoch 3240/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150392.5156 - mse: 150392.5156\n",
      "Epoch 3241/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150224.1094 - mse: 150224.1094\n",
      "Epoch 3242/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150350.2344 - mse: 150350.2344\n",
      "Epoch 3243/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150302.4531 - mse: 150302.4531\n",
      "Epoch 3244/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150473.8438 - mse: 150473.8438\n",
      "Epoch 3245/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150605.0938 - mse: 150605.0938\n",
      "Epoch 3246/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150574.0000 - mse: 150574.0000\n",
      "Epoch 3247/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150453.3906 - mse: 150453.3906\n",
      "Epoch 3248/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150156.7188 - mse: 150156.7188\n",
      "Epoch 3249/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150191.8281 - mse: 150191.8281\n",
      "Epoch 3250/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150093.6719 - mse: 150093.6719\n",
      "Epoch 3251/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150109.3281 - mse: 150109.3281\n",
      "Epoch 3252/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150116.9844 - mse: 150116.9844\n",
      "Epoch 3253/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150875.9219 - mse: 150875.9219\n",
      "Epoch 3254/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150026.8281 - mse: 150026.8281\n",
      "Epoch 3255/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150452.7500 - mse: 150452.7500\n",
      "Epoch 3256/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150466.7812 - mse: 150466.7812\n",
      "Epoch 3257/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150621.1562 - mse: 150621.1562\n",
      "Epoch 3258/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150382.3750 - mse: 150382.3750\n",
      "Epoch 3259/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150197.5625 - mse: 150197.5625\n",
      "Epoch 3260/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150017.7188 - mse: 150017.7188\n",
      "Epoch 3261/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150415.8594 - mse: 150415.8594\n",
      "Epoch 3262/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150169.1562 - mse: 150169.1562\n",
      "Epoch 3263/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150157.6719 - mse: 150157.6719\n",
      "Epoch 3264/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150257.6719 - mse: 150257.6719\n",
      "Epoch 3265/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150185.0781 - mse: 150185.0781\n",
      "Epoch 3266/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150080.1406 - mse: 150080.1406\n",
      "Epoch 3267/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150242.7812 - mse: 150242.7812\n",
      "Epoch 3268/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150072.8594 - mse: 150072.8594\n",
      "Epoch 3269/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150070.4531 - mse: 150070.4531\n",
      "Epoch 3270/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150079.9375 - mse: 150079.9375\n",
      "Epoch 3271/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150085.5156 - mse: 150085.5156\n",
      "Epoch 3272/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150444.3438 - mse: 150444.3438\n",
      "Epoch 3273/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150151.8750 - mse: 150151.8750\n",
      "Epoch 3274/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150116.0938 - mse: 150116.0938\n",
      "Epoch 3275/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150102.2812 - mse: 150102.2812\n",
      "Epoch 3276/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150266.0781 - mse: 150266.0781\n",
      "Epoch 3277/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151002.8594 - mse: 151002.8594\n",
      "Epoch 3278/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150330.7188 - mse: 150330.7188\n",
      "Epoch 3279/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150583.1250 - mse: 150583.1250\n",
      "Epoch 3280/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150071.1719 - mse: 150071.1719\n",
      "Epoch 3281/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150038.4062 - mse: 150038.4062\n",
      "Epoch 3282/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150003.4375 - mse: 150003.4375\n",
      "Epoch 3283/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150067.5156 - mse: 150067.5156\n",
      "Epoch 3284/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150237.9062 - mse: 150237.9062\n",
      "Epoch 3285/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150364.9219 - mse: 150364.9219\n",
      "Epoch 3286/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150622.7500 - mse: 150622.7500\n",
      "Epoch 3287/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150496.7500 - mse: 150496.7500\n",
      "Epoch 3288/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150238.6875 - mse: 150238.6875\n",
      "Epoch 3289/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150262.4844 - mse: 150262.4844\n",
      "Epoch 3290/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150039.7812 - mse: 150039.7812\n",
      "Epoch 3291/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150048.3281 - mse: 150048.3281\n",
      "Epoch 3292/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150289.9062 - mse: 150289.9062\n",
      "Epoch 3293/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150161.7969 - mse: 150161.7969\n",
      "Epoch 3294/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150084.4375 - mse: 150084.4375\n",
      "Epoch 3295/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 151009.4531 - mse: 151009.4531\n",
      "Epoch 3296/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150070.4844 - mse: 150070.4844\n",
      "Epoch 3297/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150126.6875 - mse: 150126.6875\n",
      "Epoch 3298/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150011.3125 - mse: 150011.3125\n",
      "Epoch 3299/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150080.0781 - mse: 150080.0781\n",
      "Epoch 3300/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150808.3750 - mse: 150808.3750\n",
      "Epoch 3301/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150381.6719 - mse: 150381.6719\n",
      "Epoch 3302/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150235.0938 - mse: 150235.0938\n",
      "Epoch 3303/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150106.1406 - mse: 150106.1406\n",
      "Epoch 3304/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150533.1094 - mse: 150533.1094\n",
      "Epoch 3305/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150294.5469 - mse: 150294.5469\n",
      "Epoch 3306/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150068.1562 - mse: 150068.1562\n",
      "Epoch 3307/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150083.4531 - mse: 150083.4531\n",
      "Epoch 3308/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 7ms/step - loss: 150099.4062 - mse: 150099.4062\n",
      "Epoch 3309/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150294.6406 - mse: 150294.6406\n",
      "Epoch 3310/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150045.7656 - mse: 150045.7656\n",
      "Epoch 3311/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150046.6719 - mse: 150046.6875\n",
      "Epoch 3312/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150669.6875 - mse: 150669.6875\n",
      "Epoch 3313/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150086.8594 - mse: 150086.8594\n",
      "Epoch 3314/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150315.3750 - mse: 150315.3750\n",
      "Epoch 3315/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150133.4375 - mse: 150133.4375\n",
      "Epoch 3316/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150434.2500 - mse: 150434.2500\n",
      "Epoch 3317/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150320.2031 - mse: 150320.2031\n",
      "Epoch 3318/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150412.7344 - mse: 150412.7344\n",
      "Epoch 3319/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150125.5156 - mse: 150125.5156\n",
      "Epoch 3320/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150428.7188 - mse: 150428.7188\n",
      "Epoch 3321/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150086.7344 - mse: 150086.7344\n",
      "Epoch 3322/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150087.0469 - mse: 150087.0469\n",
      "Epoch 3323/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150123.3281 - mse: 150123.3281\n",
      "Epoch 3324/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150187.7500 - mse: 150187.7500\n",
      "Epoch 3325/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150225.2969 - mse: 150225.2969\n",
      "Epoch 3326/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150284.7031 - mse: 150284.7031\n",
      "Epoch 3327/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150206.4062 - mse: 150206.4219\n",
      "Epoch 3328/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150152.0938 - mse: 150152.0938\n",
      "Epoch 3329/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150087.6719 - mse: 150087.6719\n",
      "Epoch 3330/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150467.6250 - mse: 150467.6250\n",
      "Epoch 3331/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150107.6406 - mse: 150107.6406\n",
      "Epoch 3332/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150681.9531 - mse: 150681.9531\n",
      "Epoch 3333/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150003.7031 - mse: 150003.7031\n",
      "Epoch 3334/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150366.9688 - mse: 150366.9688\n",
      "Epoch 3335/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150452.6875 - mse: 150452.6875\n",
      "Epoch 3336/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150561.5156 - mse: 150561.5156\n",
      "Epoch 3337/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150286.0000 - mse: 150286.0000\n",
      "Epoch 3338/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150484.1875 - mse: 150484.1875\n",
      "Epoch 3339/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150543.0156 - mse: 150543.0156\n",
      "Epoch 3340/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150206.5781 - mse: 150206.5781\n",
      "Epoch 3341/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150315.8594 - mse: 150315.8594\n",
      "Epoch 3342/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150057.4844 - mse: 150057.4844\n",
      "Epoch 3343/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150075.2656 - mse: 150075.2656\n",
      "Epoch 3344/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150046.4531 - mse: 150046.4531\n",
      "Epoch 3345/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150109.9531 - mse: 150109.9531\n",
      "Epoch 3346/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150220.1562 - mse: 150220.1562\n",
      "Epoch 3347/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150491.0469 - mse: 150491.0469\n",
      "Epoch 3348/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150039.4531 - mse: 150039.4531\n",
      "Epoch 3349/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150090.6406 - mse: 150090.6406\n",
      "Epoch 3350/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150610.5469 - mse: 150610.5469\n",
      "Epoch 3351/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150257.7188 - mse: 150257.7188\n",
      "Epoch 3352/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150245.0938 - mse: 150245.0938\n",
      "Epoch 3353/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150330.5938 - mse: 150330.5938\n",
      "Epoch 3354/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150239.9531 - mse: 150239.9531\n",
      "Epoch 3355/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150118.3750 - mse: 150118.3750\n",
      "Epoch 3356/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150221.2188 - mse: 150221.2188\n",
      "Epoch 3357/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150096.5156 - mse: 150096.5156\n",
      "Epoch 3358/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150280.8438 - mse: 150280.8438\n",
      "Epoch 3359/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150395.0625 - mse: 150395.0625\n",
      "Epoch 3360/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150558.9844 - mse: 150558.9844\n",
      "Epoch 3361/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150233.2656 - mse: 150233.2656\n",
      "Epoch 3362/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 150352.6875 - mse: 150352.6875\n",
      "Epoch 3363/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150130.2344 - mse: 150130.2344\n",
      "Epoch 3364/3500\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 149934.0156 - mse: 149934.0156\n",
      "Epoch 3365/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150308.2812 - mse: 150308.2812\n",
      "Epoch 3366/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150231.2031 - mse: 150231.2031\n",
      "Epoch 3367/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150609.5156 - mse: 150609.5156\n",
      "Epoch 3368/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150328.0156 - mse: 150328.0156\n",
      "Epoch 3369/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150334.0625 - mse: 150334.0625\n",
      "Epoch 3370/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149784.9062 - mse: 149784.9062\n",
      "Epoch 3371/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150528.6250 - mse: 150528.6250\n",
      "Epoch 3372/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150702.8438 - mse: 150702.8438\n",
      "Epoch 3373/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151267.5625 - mse: 151267.5625\n",
      "Epoch 3374/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151302.2812 - mse: 151302.2812\n",
      "Epoch 3375/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 151272.8750 - mse: 151272.8750\n",
      "Epoch 3376/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150312.5469 - mse: 150312.5312\n",
      "Epoch 3377/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 149944.5156 - mse: 149944.5156\n",
      "Epoch 3378/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151200.4375 - mse: 151200.4375\n",
      "Epoch 3379/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150293.6562 - mse: 150293.6562\n",
      "Epoch 3380/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150332.9375 - mse: 150332.9375\n",
      "Epoch 3381/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150561.2031 - mse: 150561.2031\n",
      "Epoch 3382/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150635.8594 - mse: 150635.8594\n",
      "Epoch 3383/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150498.7969 - mse: 150498.7969\n",
      "Epoch 3384/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150402.1250 - mse: 150402.1250\n",
      "Epoch 3385/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 5ms/step - loss: 150425.9531 - mse: 150425.9531\n",
      "Epoch 3386/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150093.0469 - mse: 150093.0469\n",
      "Epoch 3387/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 149931.7344 - mse: 149931.7500\n",
      "Epoch 3388/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 149962.2812 - mse: 149962.2656\n",
      "Epoch 3389/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150729.2344 - mse: 150729.2344\n",
      "Epoch 3390/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150520.0469 - mse: 150520.0469\n",
      "Epoch 3391/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150396.7031 - mse: 150396.7031\n",
      "Epoch 3392/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150394.3125 - mse: 150394.3125\n",
      "Epoch 3393/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150169.8750 - mse: 150169.8750\n",
      "Epoch 3394/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150019.6719 - mse: 150019.6719\n",
      "Epoch 3395/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150092.5156 - mse: 150092.5156\n",
      "Epoch 3396/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150167.8438 - mse: 150167.8438\n",
      "Epoch 3397/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150288.7656 - mse: 150288.7656\n",
      "Epoch 3398/3500\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 150492.8438 - mse: 150492.8438\n",
      "Epoch 3399/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150415.0469 - mse: 150415.0469\n",
      "Epoch 3400/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150651.0781 - mse: 150651.0781\n",
      "Epoch 3401/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150855.1875 - mse: 150855.1875\n",
      "Epoch 3402/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150513.8906 - mse: 150513.8750\n",
      "Epoch 3403/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150400.1250 - mse: 150400.1250\n",
      "Epoch 3404/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150317.0938 - mse: 150317.0938\n",
      "Epoch 3405/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150138.3594 - mse: 150138.3594\n",
      "Epoch 3406/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150614.9062 - mse: 150614.9062\n",
      "Epoch 3407/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150315.3750 - mse: 150315.3750\n",
      "Epoch 3408/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150172.1562 - mse: 150172.1562\n",
      "Epoch 3409/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150990.2812 - mse: 150990.2812\n",
      "Epoch 3410/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150094.7188 - mse: 150094.7188\n",
      "Epoch 3411/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150170.1094 - mse: 150170.1094\n",
      "Epoch 3412/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150382.5625 - mse: 150382.5625\n",
      "Epoch 3413/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150302.9219 - mse: 150302.9219\n",
      "Epoch 3414/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150174.3750 - mse: 150174.3594\n",
      "Epoch 3415/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 149984.6250 - mse: 149984.6250\n",
      "Epoch 3416/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150038.1250 - mse: 150038.1250\n",
      "Epoch 3417/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150395.2969 - mse: 150395.2969\n",
      "Epoch 3418/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150957.8281 - mse: 150957.8281\n",
      "Epoch 3419/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150521.1406 - mse: 150521.1406\n",
      "Epoch 3420/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150473.8750 - mse: 150473.8750\n",
      "Epoch 3421/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150368.3750 - mse: 150368.3750\n",
      "Epoch 3422/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150903.1562 - mse: 150903.1562\n",
      "Epoch 3423/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150101.8594 - mse: 150101.8594\n",
      "Epoch 3424/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150136.7969 - mse: 150136.7969\n",
      "Epoch 3425/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150758.2500 - mse: 150758.2500\n",
      "Epoch 3426/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150022.2031 - mse: 150022.2031\n",
      "Epoch 3427/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150445.0938 - mse: 150445.0938\n",
      "Epoch 3428/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150124.6875 - mse: 150124.6875\n",
      "Epoch 3429/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150141.8438 - mse: 150141.8438\n",
      "Epoch 3430/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150091.3594 - mse: 150091.3594\n",
      "Epoch 3431/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150074.2969 - mse: 150074.2969\n",
      "Epoch 3432/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150354.0469 - mse: 150354.0469\n",
      "Epoch 3433/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150101.8750 - mse: 150101.8750\n",
      "Epoch 3434/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150217.7188 - mse: 150217.7188\n",
      "Epoch 3435/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150722.3906 - mse: 150722.3906\n",
      "Epoch 3436/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150267.2812 - mse: 150267.2812\n",
      "Epoch 3437/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150071.3594 - mse: 150071.3594\n",
      "Epoch 3438/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150622.9062 - mse: 150622.9062\n",
      "Epoch 3439/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150062.6875 - mse: 150062.6875\n",
      "Epoch 3440/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150053.0938 - mse: 150053.0938\n",
      "Epoch 3441/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150034.3281 - mse: 150034.3281\n",
      "Epoch 3442/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150122.7812 - mse: 150122.7812\n",
      "Epoch 3443/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150216.6250 - mse: 150216.6250\n",
      "Epoch 3444/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150295.3906 - mse: 150295.3906\n",
      "Epoch 3445/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150672.0938 - mse: 150672.0938\n",
      "Epoch 3446/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150758.3594 - mse: 150758.3594\n",
      "Epoch 3447/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150196.4531 - mse: 150196.4531\n",
      "Epoch 3448/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150417.1406 - mse: 150417.1406\n",
      "Epoch 3449/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150220.4531 - mse: 150220.4531\n",
      "Epoch 3450/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150107.5312 - mse: 150107.5312\n",
      "Epoch 3451/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150298.6250 - mse: 150298.6250\n",
      "Epoch 3452/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150356.7031 - mse: 150356.7031\n",
      "Epoch 3453/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150076.7031 - mse: 150076.7031\n",
      "Epoch 3454/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150035.6250 - mse: 150035.6250\n",
      "Epoch 3455/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150155.4844 - mse: 150155.4844\n",
      "Epoch 3456/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150143.5469 - mse: 150143.5469\n",
      "Epoch 3457/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150231.4688 - mse: 150231.4688\n",
      "Epoch 3458/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150131.4375 - mse: 150131.4375\n",
      "Epoch 3459/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150348.5469 - mse: 150348.5469\n",
      "Epoch 3460/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150020.8438 - mse: 150020.8438\n",
      "Epoch 3461/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150162.6562 - mse: 150162.6562\n",
      "Epoch 3462/3500\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 7ms/step - loss: 150224.1562 - mse: 150224.1562\n",
      "Epoch 3463/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150726.0625 - mse: 150726.0625\n",
      "Epoch 3464/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150275.3125 - mse: 150275.3281\n",
      "Epoch 3465/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150445.8594 - mse: 150445.8594\n",
      "Epoch 3466/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150903.3281 - mse: 150903.3281\n",
      "Epoch 3467/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150576.1719 - mse: 150576.1719\n",
      "Epoch 3468/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150114.2188 - mse: 150114.2188\n",
      "Epoch 3469/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150069.3906 - mse: 150069.3906\n",
      "Epoch 3470/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150089.1719 - mse: 150089.1719\n",
      "Epoch 3471/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150311.7500 - mse: 150311.7500\n",
      "Epoch 3472/3500\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 150334.0469 - mse: 150334.0469\n",
      "Epoch 3473/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150175.5156 - mse: 150175.5156\n",
      "Epoch 3474/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150079.4062 - mse: 150079.4062\n",
      "Epoch 3475/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151436.5312 - mse: 151436.5312\n",
      "Epoch 3476/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150141.1875 - mse: 150141.2031\n",
      "Epoch 3477/3500\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 150051.6094 - mse: 150051.6094\n",
      "Epoch 3478/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150031.1562 - mse: 150031.1562\n",
      "Epoch 3479/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150080.9844 - mse: 150080.9844\n",
      "Epoch 3480/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150200.8750 - mse: 150200.8750\n",
      "Epoch 3481/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150175.5469 - mse: 150175.5469\n",
      "Epoch 3482/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150117.1719 - mse: 150117.1719\n",
      "Epoch 3483/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150097.3906 - mse: 150097.3906\n",
      "Epoch 3484/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150162.6094 - mse: 150162.6094\n",
      "Epoch 3485/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150886.4688 - mse: 150886.4688\n",
      "Epoch 3486/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 149935.6719 - mse: 149935.6719\n",
      "Epoch 3487/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150416.5625 - mse: 150416.5625\n",
      "Epoch 3488/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150253.9375 - mse: 150253.9375\n",
      "Epoch 3489/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150285.9219 - mse: 150285.9219\n",
      "Epoch 3490/3500\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 150562.2500 - mse: 150562.2500\n",
      "Epoch 3491/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150272.2969 - mse: 150272.2969\n",
      "Epoch 3492/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150179.3125 - mse: 150179.3125\n",
      "Epoch 3493/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150318.5312 - mse: 150318.5312\n",
      "Epoch 3494/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150034.2188 - mse: 150034.2188\n",
      "Epoch 3495/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150362.0469 - mse: 150362.0469\n",
      "Epoch 3496/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150275.5781 - mse: 150275.5781\n",
      "Epoch 3497/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150253.1250 - mse: 150253.1250\n",
      "Epoch 3498/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150111.8594 - mse: 150111.8594\n",
      "Epoch 3499/3500\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 150038.4375 - mse: 150038.4375\n",
      "Epoch 3500/3500\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 150290.9688 - mse: 150290.9688\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<tensorflow.python.keras.callbacks.History at 0x21503f73630>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.fit(X, y, epochs=3500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "5492052a",
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred = model.predict(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "ab5e7875",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(X, y)\n",
    "plt.plot(X, y_pred, color='red')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2793e1e7",
   "metadata": {},
   "source": [
    "AWFUL!"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3afeda23",
   "metadata": {},
   "source": [
    "### Testing on non-linear data with activation functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "e68e7ad0",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = tf.keras.Sequential([\n",
    "    tf.keras.layers.Dense(64, activation='relu'),\n",
    "    tf.keras.layers.Dense(64, activation='relu'),\n",
    "    tf.keras.layers.Dense(1)\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "ac158a8d",
   "metadata": {},
   "outputs": [],
   "source": [
    "model.compile(\n",
    "    optimizer=tf.keras.optimizers.Adam(learning_rate=0.01),\n",
    "    loss='mse',\n",
    "    metrics=['mse']\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "43b47cef",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 291.1521 - mse: 291.1521\n",
      "Epoch 2/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 451.5370 - mse: 451.5370\n",
      "Epoch 3/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 319.5188 - mse: 319.5188\n",
      "Epoch 4/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 375.0468 - mse: 375.0468\n",
      "Epoch 5/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 225.9653 - mse: 225.9653\n",
      "Epoch 6/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 212.1163 - mse: 212.1163\n",
      "Epoch 7/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 90.5234 - mse: 90.5234\n",
      "Epoch 8/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 182.8389 - mse: 182.8389\n",
      "Epoch 9/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 245.7258 - mse: 245.7258\n",
      "Epoch 10/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 193.8148 - mse: 193.8148\n",
      "Epoch 11/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 225.0834 - mse: 225.0834\n",
      "Epoch 12/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 123.6143 - mse: 123.6143\n",
      "Epoch 13/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 169.0219 - mse: 169.0219\n",
      "Epoch 14/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 102.4767 - mse: 102.4767\n",
      "Epoch 15/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 159.4829 - mse: 159.4829\n",
      "Epoch 16/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 254.6242 - mse: 254.6242\n",
      "Epoch 17/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 343.9288 - mse: 343.9288\n",
      "Epoch 18/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 235.7697 - mse: 235.7697\n",
      "Epoch 19/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 195.7944 - mse: 195.7944\n",
      "Epoch 20/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 223.4384 - mse: 223.4384\n",
      "Epoch 21/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 447.7523 - mse: 447.7523\n",
      "Epoch 22/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 238.2770 - mse: 238.2770\n",
      "Epoch 23/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 383.5004 - mse: 383.5004\n",
      "Epoch 24/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 408.0545 - mse: 408.0545\n",
      "Epoch 25/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 494.6902 - mse: 494.6902\n",
      "Epoch 26/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 343.2356 - mse: 343.2356\n",
      "Epoch 27/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 236.2316 - mse: 236.2316\n",
      "Epoch 28/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 353.9395 - mse: 353.9395\n",
      "Epoch 29/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 292.8044 - mse: 292.8044\n",
      "Epoch 30/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 85.9923 - mse: 85.9923\n",
      "Epoch 31/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 145.6284 - mse: 145.6284\n",
      "Epoch 32/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 189.9919 - mse: 189.9919\n",
      "Epoch 33/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 103.7474 - mse: 103.7474\n",
      "Epoch 34/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 209.6217 - mse: 209.6217\n",
      "Epoch 35/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 144.9643 - mse: 144.9643\n",
      "Epoch 36/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 123.7973 - mse: 123.7973\n",
      "Epoch 37/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 130.7338 - mse: 130.7338\n",
      "Epoch 38/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 129.8986 - mse: 129.8986\n",
      "Epoch 39/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 106.9715 - mse: 106.9715\n",
      "Epoch 40/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 101.8222 - mse: 101.8222\n",
      "Epoch 41/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 108.1633 - mse: 108.1633\n",
      "Epoch 42/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 92.5939 - mse: 92.5939\n",
      "Epoch 43/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 132.3559 - mse: 132.3559\n",
      "Epoch 44/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 117.5829 - mse: 117.5829\n",
      "Epoch 45/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 89.6582 - mse: 89.6582\n",
      "Epoch 46/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 139.8811 - mse: 139.8811\n",
      "Epoch 47/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 148.0161 - mse: 148.0161\n",
      "Epoch 48/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 177.6783 - mse: 177.6783\n",
      "Epoch 49/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 93.2188 - mse: 93.2188\n",
      "Epoch 50/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 128.2843 - mse: 128.2843\n",
      "Epoch 51/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 162.6758 - mse: 162.6758\n",
      "Epoch 52/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 160.4447 - mse: 160.4447\n",
      "Epoch 53/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 126.8206 - mse: 126.8206\n",
      "Epoch 54/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 129.0069 - mse: 129.0069\n",
      "Epoch 55/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 358.6604 - mse: 358.6604\n",
      "Epoch 56/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 749.5933 - mse: 749.5933\n",
      "Epoch 57/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 531.8431 - mse: 531.8431\n",
      "Epoch 58/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 243.8583 - mse: 243.8583\n",
      "Epoch 59/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1194.0992 - mse: 1194.0992\n",
      "Epoch 60/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1162.0054 - mse: 1162.0054\n",
      "Epoch 61/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 645.5862 - mse: 645.5862\n",
      "Epoch 62/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 314.1007 - mse: 314.1007\n",
      "Epoch 63/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 894.1244 - mse: 894.1244\n",
      "Epoch 64/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 493.8552 - mse: 493.8552\n",
      "Epoch 65/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 386.4121 - mse: 386.4121\n",
      "Epoch 66/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 169.1307 - mse: 169.1307\n",
      "Epoch 67/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 497.0891 - mse: 497.0891\n",
      "Epoch 68/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 658.1910 - mse: 658.1910\n",
      "Epoch 69/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 1480.0579 - mse: 1480.0579\n",
      "Epoch 70/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1904.5881 - mse: 1904.5881\n",
      "Epoch 71/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1131.8069 - mse: 1131.8069\n",
      "Epoch 72/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1030.1393 - mse: 1030.1393\n",
      "Epoch 73/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1169.2727 - mse: 1169.2727\n",
      "Epoch 74/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 597.9039 - mse: 597.9039\n",
      "Epoch 75/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 410.9403 - mse: 410.9403\n",
      "Epoch 76/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 298.4779 - mse: 298.4779\n",
      "Epoch 77/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 351.6457 - mse: 351.6457\n",
      "Epoch 78/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 558.4748 - mse: 558.4748\n",
      "Epoch 79/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 460.8063 - mse: 460.8063\n",
      "Epoch 80/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 399.3034 - mse: 399.3034\n",
      "Epoch 81/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 269.4106 - mse: 269.4106\n",
      "Epoch 82/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 274.8718 - mse: 274.8718\n",
      "Epoch 83/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 577.6123 - mse: 577.6123\n",
      "Epoch 84/1000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 5ms/step - loss: 512.1429 - mse: 512.1429\n",
      "Epoch 85/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 147.5602 - mse: 147.5602\n",
      "Epoch 86/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 663.7219 - mse: 663.7219\n",
      "Epoch 87/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 473.8479 - mse: 473.8479\n",
      "Epoch 88/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 193.6411 - mse: 193.6411\n",
      "Epoch 89/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 195.4367 - mse: 195.4367\n",
      "Epoch 90/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 310.8502 - mse: 310.8502\n",
      "Epoch 91/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 226.8959 - mse: 226.8959\n",
      "Epoch 92/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 317.5868 - mse: 317.5868\n",
      "Epoch 93/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 209.5886 - mse: 209.5886\n",
      "Epoch 94/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 161.1815 - mse: 161.1815\n",
      "Epoch 95/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 295.5786 - mse: 295.5786\n",
      "Epoch 96/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 343.7617 - mse: 343.7617\n",
      "Epoch 97/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 185.3540 - mse: 185.3540\n",
      "Epoch 98/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 640.3323 - mse: 640.3323\n",
      "Epoch 99/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 557.5319 - mse: 557.5319\n",
      "Epoch 100/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 468.2594 - mse: 468.2594\n",
      "Epoch 101/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 266.4890 - mse: 266.4890\n",
      "Epoch 102/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 618.2275 - mse: 618.2275\n",
      "Epoch 103/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 312.3064 - mse: 312.3064\n",
      "Epoch 104/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 416.0047 - mse: 416.0047\n",
      "Epoch 105/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 309.2505 - mse: 309.2505\n",
      "Epoch 106/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 446.9879 - mse: 446.9879\n",
      "Epoch 107/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 477.0909 - mse: 477.0909\n",
      "Epoch 108/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 570.5995 - mse: 570.5995\n",
      "Epoch 109/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 403.7722 - mse: 403.7722\n",
      "Epoch 110/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 200.4352 - mse: 200.4352\n",
      "Epoch 111/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 476.1607 - mse: 476.1607\n",
      "Epoch 112/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 410.7705 - mse: 410.7705\n",
      "Epoch 113/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 384.0338 - mse: 384.0338\n",
      "Epoch 114/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 298.9607 - mse: 298.9607\n",
      "Epoch 115/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 418.2231 - mse: 418.2231\n",
      "Epoch 116/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 367.4380 - mse: 367.4380\n",
      "Epoch 117/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 147.7632 - mse: 147.7632\n",
      "Epoch 118/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 55.9571 - mse: 55.9571\n",
      "Epoch 119/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 133.9285 - mse: 133.9285\n",
      "Epoch 120/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 133.2712 - mse: 133.2712\n",
      "Epoch 121/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 69.7140 - mse: 69.7140\n",
      "Epoch 122/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 127.6083 - mse: 127.6083\n",
      "Epoch 123/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 117.1334 - mse: 117.1334\n",
      "Epoch 124/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 172.5182 - mse: 172.5182\n",
      "Epoch 125/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 108.5170 - mse: 108.5170\n",
      "Epoch 126/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 86.3008 - mse: 86.3008\n",
      "Epoch 127/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 297.0978 - mse: 297.0978\n",
      "Epoch 128/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 158.7005 - mse: 158.7005\n",
      "Epoch 129/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 183.8106 - mse: 183.8106\n",
      "Epoch 130/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 130.5743 - mse: 130.5743\n",
      "Epoch 131/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 164.6764 - mse: 164.6764\n",
      "Epoch 132/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 86.9275 - mse: 86.9275\n",
      "Epoch 133/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 113.6853 - mse: 113.6853\n",
      "Epoch 134/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 88.6942 - mse: 88.6942\n",
      "Epoch 135/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 90.2021 - mse: 90.2021\n",
      "Epoch 136/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 79.1610 - mse: 79.1610\n",
      "Epoch 137/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 74.9469 - mse: 74.9469\n",
      "Epoch 138/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 77.8129 - mse: 77.8129\n",
      "Epoch 139/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 68.7770 - mse: 68.7770\n",
      "Epoch 140/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 80.1896 - mse: 80.1896\n",
      "Epoch 141/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 69.7948 - mse: 69.7948\n",
      "Epoch 142/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 78.3906 - mse: 78.3906\n",
      "Epoch 143/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 101.5746 - mse: 101.5746\n",
      "Epoch 144/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 128.3396 - mse: 128.3396\n",
      "Epoch 145/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 135.4253 - mse: 135.4253\n",
      "Epoch 146/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 107.3823 - mse: 107.3823\n",
      "Epoch 147/1000\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 73.9940 - mse: 73.9940\n",
      "Epoch 148/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 156.4786 - mse: 156.4786\n",
      "Epoch 149/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 132.7018 - mse: 132.7018\n",
      "Epoch 150/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 131.7437 - mse: 131.7437\n",
      "Epoch 151/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 140.8399 - mse: 140.8399\n",
      "Epoch 152/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 67.7180 - mse: 67.7180\n",
      "Epoch 153/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 116.8463 - mse: 116.8463\n",
      "Epoch 154/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 113.1943 - mse: 113.1943\n",
      "Epoch 155/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 110.2831 - mse: 110.2831\n",
      "Epoch 156/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 113.2414 - mse: 113.2414\n",
      "Epoch 157/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 74.3937 - mse: 74.3937\n",
      "Epoch 158/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 131.7716 - mse: 131.7716\n",
      "Epoch 159/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 134.9697 - mse: 134.9697\n",
      "Epoch 160/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 90.5625 - mse: 90.5625\n",
      "Epoch 161/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 125.9433 - mse: 125.9433\n",
      "Epoch 162/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 123.1383 - mse: 123.1383\n",
      "Epoch 163/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 79.8276 - mse: 79.8276\n",
      "Epoch 164/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 75.3251 - mse: 75.3251\n",
      "Epoch 165/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 148.6911 - mse: 148.6911\n",
      "Epoch 166/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 237.5033 - mse: 237.5033\n",
      "Epoch 167/1000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 6ms/step - loss: 116.7981 - mse: 116.7981\n",
      "Epoch 168/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 186.1696 - mse: 186.1696\n",
      "Epoch 169/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 233.7541 - mse: 233.7541\n",
      "Epoch 170/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 511.5002 - mse: 511.5002\n",
      "Epoch 171/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 635.6476 - mse: 635.6476\n",
      "Epoch 172/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 634.5811 - mse: 634.5811\n",
      "Epoch 173/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 539.0906 - mse: 539.0906\n",
      "Epoch 174/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 593.7280 - mse: 593.7280\n",
      "Epoch 175/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1147.3844 - mse: 1147.3844\n",
      "Epoch 176/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 1147.5151 - mse: 1147.5151\n",
      "Epoch 177/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 670.6532 - mse: 670.6532\n",
      "Epoch 178/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 526.3070 - mse: 526.3070\n",
      "Epoch 179/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 175.0319 - mse: 175.0319\n",
      "Epoch 180/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 256.5677 - mse: 256.5677\n",
      "Epoch 181/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 352.8647 - mse: 352.8647\n",
      "Epoch 182/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 237.7031 - mse: 237.7031\n",
      "Epoch 183/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 284.0542 - mse: 284.0542\n",
      "Epoch 184/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 479.6553 - mse: 479.6553\n",
      "Epoch 185/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 444.4595 - mse: 444.4595\n",
      "Epoch 186/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 164.4093 - mse: 164.4093\n",
      "Epoch 187/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 123.9332 - mse: 123.9332\n",
      "Epoch 188/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 114.3821 - mse: 114.3821\n",
      "Epoch 189/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 73.9935 - mse: 73.9935\n",
      "Epoch 190/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 78.7084 - mse: 78.7084\n",
      "Epoch 191/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 85.1530 - mse: 85.1530\n",
      "Epoch 192/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 68.4327 - mse: 68.4327\n",
      "Epoch 193/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 74.6007 - mse: 74.6007\n",
      "Epoch 194/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 120.4563 - mse: 120.4563\n",
      "Epoch 195/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 130.6047 - mse: 130.6047\n",
      "Epoch 196/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 85.4673 - mse: 85.4673\n",
      "Epoch 197/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 74.2337 - mse: 74.2337\n",
      "Epoch 198/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 181.4742 - mse: 181.4742\n",
      "Epoch 199/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 118.0789 - mse: 118.0789\n",
      "Epoch 200/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 120.2006 - mse: 120.2006\n",
      "Epoch 201/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 100.8580 - mse: 100.8580\n",
      "Epoch 202/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 79.3357 - mse: 79.3357\n",
      "Epoch 203/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 124.6537 - mse: 124.6537\n",
      "Epoch 204/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 57.8780 - mse: 57.8780\n",
      "Epoch 205/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 73.8785 - mse: 73.8785\n",
      "Epoch 206/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 165.3329 - mse: 165.3329\n",
      "Epoch 207/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 190.5312 - mse: 190.5312\n",
      "Epoch 208/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 152.9228 - mse: 152.9228\n",
      "Epoch 209/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 311.3724 - mse: 311.3724\n",
      "Epoch 210/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 404.8619 - mse: 404.8619\n",
      "Epoch 211/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 136.2435 - mse: 136.2435\n",
      "Epoch 212/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 132.7781 - mse: 132.7781\n",
      "Epoch 213/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 126.1885 - mse: 126.1885\n",
      "Epoch 214/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 123.4868 - mse: 123.4868\n",
      "Epoch 215/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 136.5808 - mse: 136.5808\n",
      "Epoch 216/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 179.4427 - mse: 179.4427\n",
      "Epoch 217/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 313.9076 - mse: 313.9076\n",
      "Epoch 218/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 230.3272 - mse: 230.3272\n",
      "Epoch 219/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 132.0835 - mse: 132.0835\n",
      "Epoch 220/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 231.6562 - mse: 231.6562\n",
      "Epoch 221/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 252.0812 - mse: 252.0812\n",
      "Epoch 222/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 298.3543 - mse: 298.3543\n",
      "Epoch 223/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 287.7537 - mse: 287.7537\n",
      "Epoch 224/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 142.1540 - mse: 142.1540\n",
      "Epoch 225/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 256.8045 - mse: 256.8045\n",
      "Epoch 226/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 127.4691 - mse: 127.4691\n",
      "Epoch 227/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 211.9142 - mse: 211.9142\n",
      "Epoch 228/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 124.4931 - mse: 124.4931\n",
      "Epoch 229/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 120.0126 - mse: 120.0126\n",
      "Epoch 230/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 98.4269 - mse: 98.4269\n",
      "Epoch 231/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 113.4753 - mse: 113.4753\n",
      "Epoch 232/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 77.8710 - mse: 77.8710\n",
      "Epoch 233/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 89.7049 - mse: 89.7049\n",
      "Epoch 234/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 103.1509 - mse: 103.1509\n",
      "Epoch 235/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 181.4237 - mse: 181.4237\n",
      "Epoch 236/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 184.0472 - mse: 184.0472\n",
      "Epoch 237/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 165.4000 - mse: 165.4000\n",
      "Epoch 238/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 74.2579 - mse: 74.2579\n",
      "Epoch 239/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 161.8893 - mse: 161.8893\n",
      "Epoch 240/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 123.4613 - mse: 123.4613\n",
      "Epoch 241/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 70.2515 - mse: 70.2515\n",
      "Epoch 242/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 69.5715 - mse: 69.5715\n",
      "Epoch 243/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 75.7383 - mse: 75.7383\n",
      "Epoch 244/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 106.5314 - mse: 106.5314\n",
      "Epoch 245/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 92.1129 - mse: 92.1129\n",
      "Epoch 246/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 40.4149 - mse: 40.4149\n",
      "Epoch 247/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 141.8429 - mse: 141.8429\n",
      "Epoch 248/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 115.9005 - mse: 115.9005\n",
      "Epoch 249/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 65.5274 - mse: 65.5274\n",
      "Epoch 250/1000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 49.8050 - mse: 49.8050\n",
      "Epoch 251/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 63.5672 - mse: 63.5672\n",
      "Epoch 252/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 72.1756 - mse: 72.1756\n",
      "Epoch 253/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 109.0305 - mse: 109.0305\n",
      "Epoch 254/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 169.7924 - mse: 169.7924\n",
      "Epoch 255/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 78.3243 - mse: 78.3243\n",
      "Epoch 256/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 147.8479 - mse: 147.8479\n",
      "Epoch 257/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 87.0151 - mse: 87.0151\n",
      "Epoch 258/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 111.3840 - mse: 111.3840\n",
      "Epoch 259/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 215.2190 - mse: 215.2190\n",
      "Epoch 260/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 232.6712 - mse: 232.6712\n",
      "Epoch 261/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 60.9844 - mse: 60.9844\n",
      "Epoch 262/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 186.6002 - mse: 186.6002\n",
      "Epoch 263/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 155.0876 - mse: 155.0876\n",
      "Epoch 264/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 55.5310 - mse: 55.5310\n",
      "Epoch 265/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 50.7115 - mse: 50.7115\n",
      "Epoch 266/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 49.1496 - mse: 49.1496\n",
      "Epoch 267/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 73.4672 - mse: 73.4672\n",
      "Epoch 268/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 80.5982 - mse: 80.5982\n",
      "Epoch 269/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 78.8353 - mse: 78.8353\n",
      "Epoch 270/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 83.1582 - mse: 83.1582\n",
      "Epoch 271/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 76.2826 - mse: 76.2826\n",
      "Epoch 272/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 55.3673 - mse: 55.3673\n",
      "Epoch 273/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 71.4721 - mse: 71.4721\n",
      "Epoch 274/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 51.3596 - mse: 51.3596\n",
      "Epoch 275/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 52.9801 - mse: 52.9801\n",
      "Epoch 276/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 58.8756 - mse: 58.8756\n",
      "Epoch 277/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 48.4578 - mse: 48.4578\n",
      "Epoch 278/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 48.4285 - mse: 48.4285\n",
      "Epoch 279/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 59.6230 - mse: 59.6230\n",
      "Epoch 280/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 77.6766 - mse: 77.6766\n",
      "Epoch 281/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 54.3953 - mse: 54.3953\n",
      "Epoch 282/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 66.5636 - mse: 66.5636\n",
      "Epoch 283/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 48.0562 - mse: 48.0562\n",
      "Epoch 284/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 79.7451 - mse: 79.7451\n",
      "Epoch 285/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 93.4246 - mse: 93.4246\n",
      "Epoch 286/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 101.3936 - mse: 101.3936\n",
      "Epoch 287/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 105.7713 - mse: 105.7713\n",
      "Epoch 288/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 34.1954 - mse: 34.1954\n",
      "Epoch 289/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 113.4646 - mse: 113.4646\n",
      "Epoch 290/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 177.1067 - mse: 177.1067\n",
      "Epoch 291/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 77.0719 - mse: 77.0719\n",
      "Epoch 292/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 138.8383 - mse: 138.8383\n",
      "Epoch 293/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 69.4173 - mse: 69.4173\n",
      "Epoch 294/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 128.1939 - mse: 128.1939\n",
      "Epoch 295/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 66.0054 - mse: 66.0054\n",
      "Epoch 296/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 56.6946 - mse: 56.6946\n",
      "Epoch 297/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 130.9060 - mse: 130.9060\n",
      "Epoch 298/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 62.0361 - mse: 62.0361\n",
      "Epoch 299/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 54.2895 - mse: 54.2895\n",
      "Epoch 300/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 70.0098 - mse: 70.0098\n",
      "Epoch 301/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 47.2865 - mse: 47.2865\n",
      "Epoch 302/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 41.8083 - mse: 41.8083\n",
      "Epoch 303/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 65.3006 - mse: 65.3006\n",
      "Epoch 304/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 138.7568 - mse: 138.7568\n",
      "Epoch 305/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 191.5299 - mse: 191.5299\n",
      "Epoch 306/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 156.8397 - mse: 156.8397\n",
      "Epoch 307/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 90.0068 - mse: 90.0068\n",
      "Epoch 308/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 189.1897 - mse: 189.1897\n",
      "Epoch 309/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 168.6738 - mse: 168.6738\n",
      "Epoch 310/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 173.3667 - mse: 173.3667\n",
      "Epoch 311/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 113.4994 - mse: 113.4994\n",
      "Epoch 312/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 111.7335 - mse: 111.7335\n",
      "Epoch 313/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 60.3448 - mse: 60.3448\n",
      "Epoch 314/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 112.2960 - mse: 112.2960\n",
      "Epoch 315/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 38.2264 - mse: 38.2264\n",
      "Epoch 316/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 64.6750 - mse: 64.6750\n",
      "Epoch 317/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 104.2663 - mse: 104.2663\n",
      "Epoch 318/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 206.6647 - mse: 206.6647\n",
      "Epoch 319/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 266.1010 - mse: 266.1010\n",
      "Epoch 320/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 81.3162 - mse: 81.3162\n",
      "Epoch 321/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 169.5388 - mse: 169.5388\n",
      "Epoch 322/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 220.9813 - mse: 220.9813\n",
      "Epoch 323/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 108.1396 - mse: 108.1396\n",
      "Epoch 324/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 63.5764 - mse: 63.5764\n",
      "Epoch 325/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 67.8735 - mse: 67.8735\n",
      "Epoch 326/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 76.4068 - mse: 76.4068\n",
      "Epoch 327/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 45.2382 - mse: 45.2382\n",
      "Epoch 328/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 39.9248 - mse: 39.9248\n",
      "Epoch 329/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 53.1465 - mse: 53.1465\n",
      "Epoch 330/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 59.5479 - mse: 59.5479\n",
      "Epoch 331/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 68.0235 - mse: 68.0235\n",
      "Epoch 332/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 46.1577 - mse: 46.1577\n",
      "Epoch 333/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 74.9766 - mse: 74.9766\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 334/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 118.9110 - mse: 118.9110\n",
      "Epoch 335/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 117.6042 - mse: 117.6042\n",
      "Epoch 336/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 118.6631 - mse: 118.6631\n",
      "Epoch 337/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 88.1558 - mse: 88.1558\n",
      "Epoch 338/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 80.1490 - mse: 80.1490\n",
      "Epoch 339/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 239.4917 - mse: 239.4917\n",
      "Epoch 340/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 314.2371 - mse: 314.2371\n",
      "Epoch 341/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 101.9213 - mse: 101.9213\n",
      "Epoch 342/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 84.7140 - mse: 84.7140\n",
      "Epoch 343/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 98.5905 - mse: 98.5905\n",
      "Epoch 344/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 77.4578 - mse: 77.4578\n",
      "Epoch 345/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 55.2742 - mse: 55.2742\n",
      "Epoch 346/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 78.5270 - mse: 78.5270\n",
      "Epoch 347/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 79.2841 - mse: 79.2841\n",
      "Epoch 348/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 101.2998 - mse: 101.2998\n",
      "Epoch 349/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 70.4396 - mse: 70.4396\n",
      "Epoch 350/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 59.8115 - mse: 59.8115\n",
      "Epoch 351/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 47.9224 - mse: 47.9224\n",
      "Epoch 352/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 48.4546 - mse: 48.4546\n",
      "Epoch 353/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 73.6760 - mse: 73.6760\n",
      "Epoch 354/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 52.7826 - mse: 52.7826\n",
      "Epoch 355/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 76.2683 - mse: 76.2683\n",
      "Epoch 356/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 65.6483 - mse: 65.6483\n",
      "Epoch 357/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 53.1908 - mse: 53.1908\n",
      "Epoch 358/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 44.5326 - mse: 44.5326\n",
      "Epoch 359/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 100.3954 - mse: 100.3954\n",
      "Epoch 360/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 111.8158 - mse: 111.8158\n",
      "Epoch 361/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 75.1754 - mse: 75.1754\n",
      "Epoch 362/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 64.2478 - mse: 64.2478\n",
      "Epoch 363/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 121.9859 - mse: 121.9859\n",
      "Epoch 364/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 171.1981 - mse: 171.1981\n",
      "Epoch 365/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 122.7241 - mse: 122.7241\n",
      "Epoch 366/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 90.0488 - mse: 90.0488\n",
      "Epoch 367/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 53.8295 - mse: 53.8295\n",
      "Epoch 368/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 59.0597 - mse: 59.0597\n",
      "Epoch 369/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 51.4208 - mse: 51.4208\n",
      "Epoch 370/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 71.8529 - mse: 71.8529\n",
      "Epoch 371/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 72.5314 - mse: 72.5314\n",
      "Epoch 372/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 60.1585 - mse: 60.1585\n",
      "Epoch 373/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 40.2188 - mse: 40.2188\n",
      "Epoch 374/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 42.9368 - mse: 42.9368\n",
      "Epoch 375/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 38.8129 - mse: 38.8129\n",
      "Epoch 376/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 39.6888 - mse: 39.6888\n",
      "Epoch 377/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 43.9330 - mse: 43.9330\n",
      "Epoch 378/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 43.1141 - mse: 43.1141\n",
      "Epoch 379/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 72.5655 - mse: 72.5655\n",
      "Epoch 380/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 101.1091 - mse: 101.1091\n",
      "Epoch 381/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 44.9950 - mse: 44.9950\n",
      "Epoch 382/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 84.1598 - mse: 84.1598\n",
      "Epoch 383/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 46.9264 - mse: 46.9264\n",
      "Epoch 384/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 59.7779 - mse: 59.7779\n",
      "Epoch 385/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 54.6206 - mse: 54.6206\n",
      "Epoch 386/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 50.3539 - mse: 50.3539\n",
      "Epoch 387/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 49.2461 - mse: 49.2461\n",
      "Epoch 388/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 32.5593 - mse: 32.5593\n",
      "Epoch 389/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 56.3491 - mse: 56.3491\n",
      "Epoch 390/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 42.4202 - mse: 42.4202\n",
      "Epoch 391/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 79.2589 - mse: 79.2589\n",
      "Epoch 392/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 106.9868 - mse: 106.9868\n",
      "Epoch 393/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 112.2206 - mse: 112.2206\n",
      "Epoch 394/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 70.4591 - mse: 70.4591\n",
      "Epoch 395/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 67.1703 - mse: 67.1703\n",
      "Epoch 396/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 92.1847 - mse: 92.1847\n",
      "Epoch 397/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 59.4931 - mse: 59.4931\n",
      "Epoch 398/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 49.7994 - mse: 49.7994\n",
      "Epoch 399/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 38.9220 - mse: 38.9220\n",
      "Epoch 400/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 46.7390 - mse: 46.7390\n",
      "Epoch 401/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 37.4347 - mse: 37.4347\n",
      "Epoch 402/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 37.1461 - mse: 37.1461\n",
      "Epoch 403/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 42.4687 - mse: 42.4687\n",
      "Epoch 404/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 35.9697 - mse: 35.9697\n",
      "Epoch 405/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 48.8488 - mse: 48.8488\n",
      "Epoch 406/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 55.6702 - mse: 55.6702\n",
      "Epoch 407/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 48.6708 - mse: 48.6708\n",
      "Epoch 408/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 47.2796 - mse: 47.2796\n",
      "Epoch 409/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 48.7626 - mse: 48.7626\n",
      "Epoch 410/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 40.6161 - mse: 40.6161\n",
      "Epoch 411/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 61.5511 - mse: 61.5511\n",
      "Epoch 412/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 69.3800 - mse: 69.3800\n",
      "Epoch 413/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 42.9879 - mse: 42.9879\n",
      "Epoch 414/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 33.0476 - mse: 33.0476\n",
      "Epoch 415/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 43.3759 - mse: 43.3759\n",
      "Epoch 416/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 59.5763 - mse: 59.5763\n",
      "Epoch 417/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 40.7133 - mse: 40.7133\n",
      "Epoch 418/1000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 6ms/step - loss: 30.4428 - mse: 30.4428\n",
      "Epoch 419/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 68.9925 - mse: 68.9925\n",
      "Epoch 420/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 70.4294 - mse: 70.4294\n",
      "Epoch 421/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 92.9158 - mse: 92.9158\n",
      "Epoch 422/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 42.5931 - mse: 42.5931\n",
      "Epoch 423/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 32.7977 - mse: 32.7977\n",
      "Epoch 424/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 34.7421 - mse: 34.7421\n",
      "Epoch 425/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 52.4499 - mse: 52.4499\n",
      "Epoch 426/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 34.7310 - mse: 34.7310\n",
      "Epoch 427/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 47.8057 - mse: 47.8057\n",
      "Epoch 428/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 65.3310 - mse: 65.3310\n",
      "Epoch 429/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 65.9268 - mse: 65.9268\n",
      "Epoch 430/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 43.2993 - mse: 43.2993\n",
      "Epoch 431/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 53.2769 - mse: 53.2769\n",
      "Epoch 432/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 54.0374 - mse: 54.0374\n",
      "Epoch 433/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 70.0784 - mse: 70.0784\n",
      "Epoch 434/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 45.1288 - mse: 45.1288\n",
      "Epoch 435/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 40.8112 - mse: 40.8112\n",
      "Epoch 436/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 42.4096 - mse: 42.4096\n",
      "Epoch 437/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 66.4421 - mse: 66.4421\n",
      "Epoch 438/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 46.1099 - mse: 46.1099\n",
      "Epoch 439/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 43.1836 - mse: 43.1836\n",
      "Epoch 440/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 61.6515 - mse: 61.6515\n",
      "Epoch 441/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 83.1104 - mse: 83.1104\n",
      "Epoch 442/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 70.4889 - mse: 70.4889\n",
      "Epoch 443/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 32.9469 - mse: 32.9469\n",
      "Epoch 444/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 55.4206 - mse: 55.4206\n",
      "Epoch 445/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 38.9556 - mse: 38.9556\n",
      "Epoch 446/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 32.3366 - mse: 32.3366\n",
      "Epoch 447/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 41.4219 - mse: 41.4219\n",
      "Epoch 448/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 51.1487 - mse: 51.1487\n",
      "Epoch 449/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 58.1653 - mse: 58.1653\n",
      "Epoch 450/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 51.5862 - mse: 51.5862\n",
      "Epoch 451/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 28.6223 - mse: 28.6223\n",
      "Epoch 452/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 43.3898 - mse: 43.3898\n",
      "Epoch 453/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 137.4204 - mse: 137.4204\n",
      "Epoch 454/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 183.2963 - mse: 183.2963\n",
      "Epoch 455/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 178.2102 - mse: 178.2102\n",
      "Epoch 456/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 117.5029 - mse: 117.5029\n",
      "Epoch 457/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 71.2569 - mse: 71.2569\n",
      "Epoch 458/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 112.2064 - mse: 112.2064\n",
      "Epoch 459/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 166.4492 - mse: 166.4492\n",
      "Epoch 460/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151.9229 - mse: 151.9229\n",
      "Epoch 461/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 548.4248 - mse: 548.4248\n",
      "Epoch 462/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1460.7698 - mse: 1460.7697\n",
      "Epoch 463/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 2456.1880 - mse: 2456.1880\n",
      "Epoch 464/1000\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 2519.4043 - mse: 2519.4043\n",
      "Epoch 465/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 579.0490 - mse: 579.0490\n",
      "Epoch 466/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 4162.6230 - mse: 4162.6230\n",
      "Epoch 467/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 4647.4648 - mse: 4647.4648\n",
      "Epoch 468/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 4607.5669 - mse: 4607.5669\n",
      "Epoch 469/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1951.8634 - mse: 1951.8634\n",
      "Epoch 470/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 796.8088 - mse: 796.8088\n",
      "Epoch 471/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1524.8280 - mse: 1524.8280\n",
      "Epoch 472/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 2574.7009 - mse: 2574.7009\n",
      "Epoch 473/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 4540.2866 - mse: 4540.2866\n",
      "Epoch 474/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 2554.6682 - mse: 2554.6682\n",
      "Epoch 475/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 969.2262 - mse: 969.2262\n",
      "Epoch 476/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 3408.9363 - mse: 3408.9363\n",
      "Epoch 477/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 3865.4851 - mse: 3865.4851\n",
      "Epoch 478/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1637.5034 - mse: 1637.5034\n",
      "Epoch 479/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 1257.5801 - mse: 1257.5801\n",
      "Epoch 480/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1657.8630 - mse: 1657.8630\n",
      "Epoch 481/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 1057.2927 - mse: 1057.2927\n",
      "Epoch 482/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 733.3699 - mse: 733.3699\n",
      "Epoch 483/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 376.8346 - mse: 376.8346\n",
      "Epoch 484/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1340.7705 - mse: 1340.7705\n",
      "Epoch 485/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 975.0760 - mse: 975.0760\n",
      "Epoch 486/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 484.7040 - mse: 484.7040\n",
      "Epoch 487/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 459.1717 - mse: 459.1717\n",
      "Epoch 488/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 654.4928 - mse: 654.4928\n",
      "Epoch 489/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 400.6319 - mse: 400.6319\n",
      "Epoch 490/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 189.2457 - mse: 189.2457\n",
      "Epoch 491/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 168.4415 - mse: 168.4415\n",
      "Epoch 492/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 183.6454 - mse: 183.6454\n",
      "Epoch 493/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 104.6264 - mse: 104.6264\n",
      "Epoch 494/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 89.0746 - mse: 89.0746\n",
      "Epoch 495/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 69.6066 - mse: 69.6066\n",
      "Epoch 496/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 58.0006 - mse: 58.0006\n",
      "Epoch 497/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 60.0390 - mse: 60.0390\n",
      "Epoch 498/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 60.4658 - mse: 60.4658\n",
      "Epoch 499/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 54.4686 - mse: 54.4686\n",
      "Epoch 500/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 36.9252 - mse: 36.9252\n",
      "Epoch 501/1000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 9ms/step - loss: 92.0778 - mse: 92.0778\n",
      "Epoch 502/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 111.6179 - mse: 111.6179\n",
      "Epoch 503/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 87.0757 - mse: 87.0757\n",
      "Epoch 504/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 56.7187 - mse: 56.7187\n",
      "Epoch 505/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 53.5193 - mse: 53.5193\n",
      "Epoch 506/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 148.7751 - mse: 148.7751\n",
      "Epoch 507/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 213.7961 - mse: 213.7961\n",
      "Epoch 508/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 166.8162 - mse: 166.8162\n",
      "Epoch 509/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 39.1581 - mse: 39.1581\n",
      "Epoch 510/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 79.2399 - mse: 79.2399\n",
      "Epoch 511/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 37.3498 - mse: 37.3498\n",
      "Epoch 512/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 46.1390 - mse: 46.1390\n",
      "Epoch 513/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 98.6906 - mse: 98.6906\n",
      "Epoch 514/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 134.4875 - mse: 134.4875\n",
      "Epoch 515/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 97.9952 - mse: 97.9952\n",
      "Epoch 516/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 78.0438 - mse: 78.0438\n",
      "Epoch 517/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 160.4193 - mse: 160.4193\n",
      "Epoch 518/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 117.9408 - mse: 117.9408\n",
      "Epoch 519/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 203.6702 - mse: 203.6702\n",
      "Epoch 520/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 251.8923 - mse: 251.8923\n",
      "Epoch 521/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 147.4746 - mse: 147.4746\n",
      "Epoch 522/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 101.3021 - mse: 101.3021\n",
      "Epoch 523/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 154.9097 - mse: 154.9097\n",
      "Epoch 524/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 176.3551 - mse: 176.3551\n",
      "Epoch 525/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 88.3838 - mse: 88.3838\n",
      "Epoch 526/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 49.1437 - mse: 49.1437\n",
      "Epoch 527/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 110.5720 - mse: 110.5720\n",
      "Epoch 528/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 166.2154 - mse: 166.2154\n",
      "Epoch 529/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 120.3991 - mse: 120.3991\n",
      "Epoch 530/1000\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 145.9076 - mse: 145.9076\n",
      "Epoch 531/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 50.2463 - mse: 50.2463\n",
      "Epoch 532/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 44.9993 - mse: 44.9993\n",
      "Epoch 533/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 108.0010 - mse: 108.0010\n",
      "Epoch 534/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 99.9886 - mse: 99.9886\n",
      "Epoch 535/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 188.0923 - mse: 188.0923\n",
      "Epoch 536/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 367.1786 - mse: 367.1786\n",
      "Epoch 537/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 359.0719 - mse: 359.0719\n",
      "Epoch 538/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 311.3802 - mse: 311.3802\n",
      "Epoch 539/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 119.9327 - mse: 119.9327\n",
      "Epoch 540/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 443.8535 - mse: 443.8535\n",
      "Epoch 541/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 475.9803 - mse: 475.9803\n",
      "Epoch 542/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 431.9970 - mse: 431.9970\n",
      "Epoch 543/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 158.1784 - mse: 158.1784\n",
      "Epoch 544/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 68.7375 - mse: 68.7375\n",
      "Epoch 545/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 76.4058 - mse: 76.4058\n",
      "Epoch 546/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 178.8055 - mse: 178.8055\n",
      "Epoch 547/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 143.2499 - mse: 143.2499\n",
      "Epoch 548/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 172.0066 - mse: 172.0066\n",
      "Epoch 549/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 187.6036 - mse: 187.6036\n",
      "Epoch 550/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 185.8391 - mse: 185.8391\n",
      "Epoch 551/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 63.9228 - mse: 63.9228\n",
      "Epoch 552/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 234.0397 - mse: 234.0397\n",
      "Epoch 553/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 296.5025 - mse: 296.5025\n",
      "Epoch 554/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 187.8265 - mse: 187.8265\n",
      "Epoch 555/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 146.5639 - mse: 146.5639\n",
      "Epoch 556/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 74.0750 - mse: 74.0750\n",
      "Epoch 557/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 115.8410 - mse: 115.8410\n",
      "Epoch 558/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 80.8377 - mse: 80.8377\n",
      "Epoch 559/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 141.1319 - mse: 141.1319\n",
      "Epoch 560/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 88.6174 - mse: 88.6174\n",
      "Epoch 561/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 138.5710 - mse: 138.5710\n",
      "Epoch 562/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 106.5736 - mse: 106.5736\n",
      "Epoch 563/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 46.0513 - mse: 46.0513\n",
      "Epoch 564/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 107.1189 - mse: 107.1189\n",
      "Epoch 565/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 102.4498 - mse: 102.4498\n",
      "Epoch 566/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 218.8844 - mse: 218.8844\n",
      "Epoch 567/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 406.3706 - mse: 406.3706\n",
      "Epoch 568/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 306.2751 - mse: 306.2751\n",
      "Epoch 569/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 220.8033 - mse: 220.8033\n",
      "Epoch 570/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 293.5453 - mse: 293.5453\n",
      "Epoch 571/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 274.0404 - mse: 274.0404\n",
      "Epoch 572/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 542.4093 - mse: 542.4093\n",
      "Epoch 573/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 446.7505 - mse: 446.7505\n",
      "Epoch 574/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 151.8288 - mse: 151.8288\n",
      "Epoch 575/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 557.0585 - mse: 557.0585\n",
      "Epoch 576/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 848.3933 - mse: 848.3933\n",
      "Epoch 577/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 862.7191 - mse: 862.7191\n",
      "Epoch 578/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 676.5474 - mse: 676.5474\n",
      "Epoch 579/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 272.1562 - mse: 272.1562\n",
      "Epoch 580/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 126.6438 - mse: 126.6438\n",
      "Epoch 581/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 225.3824 - mse: 225.3824\n",
      "Epoch 582/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 234.8685 - mse: 234.8685\n",
      "Epoch 583/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 337.1263 - mse: 337.1263\n",
      "Epoch 584/1000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 10ms/step - loss: 438.5880 - mse: 438.5880\n",
      "Epoch 585/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 154.6599 - mse: 154.6599\n",
      "Epoch 586/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 132.3721 - mse: 132.3721\n",
      "Epoch 587/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 335.9843 - mse: 335.9843\n",
      "Epoch 588/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 357.9312 - mse: 357.9312\n",
      "Epoch 589/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 266.5711 - mse: 266.5711\n",
      "Epoch 590/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 96.9902 - mse: 96.9902\n",
      "Epoch 591/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 85.1042 - mse: 85.1042\n",
      "Epoch 592/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 78.2452 - mse: 78.2452\n",
      "Epoch 593/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 62.0864 - mse: 62.0864\n",
      "Epoch 594/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 51.7288 - mse: 51.7288\n",
      "Epoch 595/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 52.3724 - mse: 52.3724\n",
      "Epoch 596/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 29.0210 - mse: 29.0210\n",
      "Epoch 597/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 27.0581 - mse: 27.0581\n",
      "Epoch 598/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 23.8011 - mse: 23.8011\n",
      "Epoch 599/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 28.5549 - mse: 28.5549\n",
      "Epoch 600/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 35.9697 - mse: 35.9697\n",
      "Epoch 601/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 25.4178 - mse: 25.4178\n",
      "Epoch 602/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 31.5275 - mse: 31.5275\n",
      "Epoch 603/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 32.9946 - mse: 32.9946\n",
      "Epoch 604/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 46.5543 - mse: 46.5543\n",
      "Epoch 605/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 46.7960 - mse: 46.7960\n",
      "Epoch 606/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 39.4533 - mse: 39.4533\n",
      "Epoch 607/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 46.6167 - mse: 46.6167\n",
      "Epoch 608/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 100.1173 - mse: 100.1173\n",
      "Epoch 609/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 84.2622 - mse: 84.2622\n",
      "Epoch 610/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 36.3990 - mse: 36.3990\n",
      "Epoch 611/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 80.3653 - mse: 80.3653\n",
      "Epoch 612/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 38.7318 - mse: 38.7318\n",
      "Epoch 613/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 46.3886 - mse: 46.3886\n",
      "Epoch 614/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 69.0338 - mse: 69.0338\n",
      "Epoch 615/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 159.7080 - mse: 159.7080\n",
      "Epoch 616/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 420.0676 - mse: 420.0676\n",
      "Epoch 617/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 329.8902 - mse: 329.8902\n",
      "Epoch 618/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 177.2386 - mse: 177.2386\n",
      "Epoch 619/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 506.0841 - mse: 506.0841\n",
      "Epoch 620/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 831.2407 - mse: 831.2407\n",
      "Epoch 621/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 440.0312 - mse: 440.0312\n",
      "Epoch 622/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 212.4045 - mse: 212.4045\n",
      "Epoch 623/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 99.8541 - mse: 99.8541\n",
      "Epoch 624/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 373.8913 - mse: 373.8913\n",
      "Epoch 625/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 398.3741 - mse: 398.3741\n",
      "Epoch 626/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 264.3934 - mse: 264.3934\n",
      "Epoch 627/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 234.6359 - mse: 234.6359\n",
      "Epoch 628/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 308.3460 - mse: 308.3460\n",
      "Epoch 629/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 138.2290 - mse: 138.2290\n",
      "Epoch 630/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 152.0899 - mse: 152.0899\n",
      "Epoch 631/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 204.4459 - mse: 204.4459\n",
      "Epoch 632/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 146.2560 - mse: 146.2560\n",
      "Epoch 633/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 237.7108 - mse: 237.7108\n",
      "Epoch 634/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 220.2330 - mse: 220.2330\n",
      "Epoch 635/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 108.8674 - mse: 108.8674\n",
      "Epoch 636/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 80.4593 - mse: 80.4593\n",
      "Epoch 637/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 82.7405 - mse: 82.7405\n",
      "Epoch 638/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 89.7272 - mse: 89.7272\n",
      "Epoch 639/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 85.2939 - mse: 85.2939\n",
      "Epoch 640/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 58.9766 - mse: 58.9766\n",
      "Epoch 641/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 51.6783 - mse: 51.6783\n",
      "Epoch 642/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 29.6236 - mse: 29.6236\n",
      "Epoch 643/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 32.5502 - mse: 32.5502\n",
      "Epoch 644/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 23.2740 - mse: 23.2740\n",
      "Epoch 645/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 30.3507 - mse: 30.3507\n",
      "Epoch 646/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 22.9062 - mse: 22.9062\n",
      "Epoch 647/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 27.1210 - mse: 27.1210\n",
      "Epoch 648/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 34.8304 - mse: 34.8304\n",
      "Epoch 649/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 30.4320 - mse: 30.4320\n",
      "Epoch 650/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 24.9720 - mse: 24.9720\n",
      "Epoch 651/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 22.2720 - mse: 22.2720\n",
      "Epoch 652/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 40.2929 - mse: 40.2929\n",
      "Epoch 653/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 54.7892 - mse: 54.7892\n",
      "Epoch 654/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 35.5664 - mse: 35.5664\n",
      "Epoch 655/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 36.5232 - mse: 36.5232\n",
      "Epoch 656/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 21.5039 - mse: 21.5039\n",
      "Epoch 657/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 35.8552 - mse: 35.8552\n",
      "Epoch 658/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 22.3266 - mse: 22.3266\n",
      "Epoch 659/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 21.6041 - mse: 21.6041\n",
      "Epoch 660/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 23.4754 - mse: 23.4754\n",
      "Epoch 661/1000\n",
      "2/2 [==============================] - 0s 12ms/step - loss: 26.3723 - mse: 26.3723\n",
      "Epoch 662/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 40.7109 - mse: 40.7109\n",
      "Epoch 663/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 46.5725 - mse: 46.5725\n",
      "Epoch 664/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 23.1420 - mse: 23.1420\n",
      "Epoch 665/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 44.4589 - mse: 44.4589\n",
      "Epoch 666/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 50.9181 - mse: 50.9181\n",
      "Epoch 667/1000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 8ms/step - loss: 35.1155 - mse: 35.1155\n",
      "Epoch 668/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 21.5221 - mse: 21.5221\n",
      "Epoch 669/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 23.4239 - mse: 23.4239\n",
      "Epoch 670/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 28.4952 - mse: 28.4952\n",
      "Epoch 671/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 35.2591 - mse: 35.2591\n",
      "Epoch 672/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 20.6427 - mse: 20.6427\n",
      "Epoch 673/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 32.5427 - mse: 32.5427\n",
      "Epoch 674/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 24.9559 - mse: 24.9559\n",
      "Epoch 675/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 21.6327 - mse: 21.6327\n",
      "Epoch 676/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 34.4501 - mse: 34.4501\n",
      "Epoch 677/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 47.9300 - mse: 47.9300\n",
      "Epoch 678/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 38.0727 - mse: 38.0727\n",
      "Epoch 679/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 32.2664 - mse: 32.2664\n",
      "Epoch 680/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 38.0680 - mse: 38.0680\n",
      "Epoch 681/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 57.2186 - mse: 57.2186\n",
      "Epoch 682/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 56.0398 - mse: 56.0398\n",
      "Epoch 683/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 42.6370 - mse: 42.6370\n",
      "Epoch 684/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 39.8029 - mse: 39.8029\n",
      "Epoch 685/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 51.8128 - mse: 51.8128\n",
      "Epoch 686/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 79.4816 - mse: 79.4816\n",
      "Epoch 687/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 52.1906 - mse: 52.1906\n",
      "Epoch 688/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 44.6229 - mse: 44.6229\n",
      "Epoch 689/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 18.4438 - mse: 18.4438\n",
      "Epoch 690/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 64.5092 - mse: 64.5092\n",
      "Epoch 691/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 128.7558 - mse: 128.7558\n",
      "Epoch 692/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 112.5589 - mse: 112.5589\n",
      "Epoch 693/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 186.0807 - mse: 186.0807\n",
      "Epoch 694/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 128.1062 - mse: 128.1062\n",
      "Epoch 695/1000\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 160.2017 - mse: 160.2017\n",
      "Epoch 696/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 85.4503 - mse: 85.4503\n",
      "Epoch 697/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 93.5511 - mse: 93.5511\n",
      "Epoch 698/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 48.3841 - mse: 48.3841\n",
      "Epoch 699/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 160.6966 - mse: 160.6966\n",
      "Epoch 700/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 314.7174 - mse: 314.7174\n",
      "Epoch 701/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 695.4165 - mse: 695.4165\n",
      "Epoch 702/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 575.5660 - mse: 575.5660\n",
      "Epoch 703/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 472.7308 - mse: 472.7308\n",
      "Epoch 704/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 390.7389 - mse: 390.7389\n",
      "Epoch 705/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 195.8396 - mse: 195.8396\n",
      "Epoch 706/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 124.0691 - mse: 124.0691\n",
      "Epoch 707/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 203.7949 - mse: 203.7949\n",
      "Epoch 708/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 229.5867 - mse: 229.5867\n",
      "Epoch 709/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 187.0843 - mse: 187.0843\n",
      "Epoch 710/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 108.5368 - mse: 108.5368\n",
      "Epoch 711/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 100.0833 - mse: 100.0833\n",
      "Epoch 712/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 76.3083 - mse: 76.3083\n",
      "Epoch 713/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 41.7562 - mse: 41.7562\n",
      "Epoch 714/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 42.5941 - mse: 42.5941\n",
      "Epoch 715/1000\n",
      "2/2 [==============================] - 0s 11ms/step - loss: 57.9967 - mse: 57.9967\n",
      "Epoch 716/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 73.2241 - mse: 73.2241\n",
      "Epoch 717/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 58.1378 - mse: 58.1378\n",
      "Epoch 718/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 60.9732 - mse: 60.9732\n",
      "Epoch 719/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 37.4884 - mse: 37.4884\n",
      "Epoch 720/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 22.9399 - mse: 22.9399\n",
      "Epoch 721/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 50.3071 - mse: 50.3071\n",
      "Epoch 722/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 21.3145 - mse: 21.3145\n",
      "Epoch 723/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 32.0096 - mse: 32.0096\n",
      "Epoch 724/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 45.5838 - mse: 45.5838\n",
      "Epoch 725/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 41.3084 - mse: 41.3084\n",
      "Epoch 726/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 21.1921 - mse: 21.1921\n",
      "Epoch 727/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 33.4814 - mse: 33.4814\n",
      "Epoch 728/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 53.9219 - mse: 53.9219\n",
      "Epoch 729/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 29.7546 - mse: 29.7546\n",
      "Epoch 730/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 92.2264 - mse: 92.2264\n",
      "Epoch 731/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 66.9903 - mse: 66.9903\n",
      "Epoch 732/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 46.1350 - mse: 46.1350\n",
      "Epoch 733/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 43.3774 - mse: 43.3774\n",
      "Epoch 734/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 59.4450 - mse: 59.4450\n",
      "Epoch 735/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 19.7276 - mse: 19.7276\n",
      "Epoch 736/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 23.8309 - mse: 23.8309\n",
      "Epoch 737/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 24.4655 - mse: 24.4655\n",
      "Epoch 738/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 27.1494 - mse: 27.1494\n",
      "Epoch 739/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 30.4135 - mse: 30.4135\n",
      "Epoch 740/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 28.2696 - mse: 28.2696\n",
      "Epoch 741/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 33.1210 - mse: 33.1210\n",
      "Epoch 742/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 33.8258 - mse: 33.8258\n",
      "Epoch 743/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 19.0125 - mse: 19.0125\n",
      "Epoch 744/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 37.2844 - mse: 37.2844\n",
      "Epoch 745/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 41.8877 - mse: 41.8877\n",
      "Epoch 746/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 52.3886 - mse: 52.3886\n",
      "Epoch 747/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 76.8720 - mse: 76.8720\n",
      "Epoch 748/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 56.8536 - mse: 56.8536\n",
      "Epoch 749/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 34.3856 - mse: 34.3856\n",
      "Epoch 750/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 40.9406 - mse: 40.9406\n",
      "Epoch 751/1000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 5ms/step - loss: 25.7047 - mse: 25.7047\n",
      "Epoch 752/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 35.1584 - mse: 35.1584\n",
      "Epoch 753/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 63.5561 - mse: 63.5561\n",
      "Epoch 754/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 86.8376 - mse: 86.8376\n",
      "Epoch 755/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 77.4783 - mse: 77.4783\n",
      "Epoch 756/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 28.3225 - mse: 28.3225\n",
      "Epoch 757/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 29.2585 - mse: 29.2585\n",
      "Epoch 758/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 19.9367 - mse: 19.9367\n",
      "Epoch 759/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 32.7175 - mse: 32.7175\n",
      "Epoch 760/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 21.1588 - mse: 21.1588\n",
      "Epoch 761/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 19.5930 - mse: 19.5930\n",
      "Epoch 762/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 20.0926 - mse: 20.0926\n",
      "Epoch 763/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 21.2288 - mse: 21.2288\n",
      "Epoch 764/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 21.0765 - mse: 21.0765\n",
      "Epoch 765/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 17.3885 - mse: 17.3885\n",
      "Epoch 766/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 18.6358 - mse: 18.6358\n",
      "Epoch 767/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 21.7969 - mse: 21.7969\n",
      "Epoch 768/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 28.1099 - mse: 28.1099\n",
      "Epoch 769/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 23.2880 - mse: 23.2880\n",
      "Epoch 770/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 17.7759 - mse: 17.7759\n",
      "Epoch 771/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 19.8586 - mse: 19.8586\n",
      "Epoch 772/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 19.3671 - mse: 19.3671\n",
      "Epoch 773/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 17.1880 - mse: 17.1880\n",
      "Epoch 774/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 20.6204 - mse: 20.6204\n",
      "Epoch 775/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 20.1117 - mse: 20.1117\n",
      "Epoch 776/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 27.0897 - mse: 27.0897\n",
      "Epoch 777/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 27.2399 - mse: 27.2399\n",
      "Epoch 778/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 17.7494 - mse: 17.7494\n",
      "Epoch 779/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 17.9632 - mse: 17.9632\n",
      "Epoch 780/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 30.2695 - mse: 30.2695\n",
      "Epoch 781/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 58.5578 - mse: 58.5578\n",
      "Epoch 782/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 57.5733 - mse: 57.5733\n",
      "Epoch 783/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 20.1813 - mse: 20.1813\n",
      "Epoch 784/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 23.5802 - mse: 23.5802\n",
      "Epoch 785/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 39.7739 - mse: 39.7739\n",
      "Epoch 786/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 64.1022 - mse: 64.1022\n",
      "Epoch 787/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 99.8811 - mse: 99.8811\n",
      "Epoch 788/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 185.2451 - mse: 185.2451\n",
      "Epoch 789/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 265.2501 - mse: 265.2501\n",
      "Epoch 790/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 148.4253 - mse: 148.4253\n",
      "Epoch 791/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 113.3046 - mse: 113.3046\n",
      "Epoch 792/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 74.5849 - mse: 74.5849\n",
      "Epoch 793/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 106.4334 - mse: 106.4334\n",
      "Epoch 794/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 129.5504 - mse: 129.5504\n",
      "Epoch 795/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 290.4138 - mse: 290.4138\n",
      "Epoch 796/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 395.6086 - mse: 395.6086\n",
      "Epoch 797/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 337.0914 - mse: 337.0914\n",
      "Epoch 798/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 302.9885 - mse: 302.9885\n",
      "Epoch 799/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 424.2415 - mse: 424.2415\n",
      "Epoch 800/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 380.7512 - mse: 380.7512\n",
      "Epoch 801/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 545.2551 - mse: 545.2551\n",
      "Epoch 802/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 338.1688 - mse: 338.1688\n",
      "Epoch 803/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 127.0716 - mse: 127.0716\n",
      "Epoch 804/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 226.7979 - mse: 226.7979\n",
      "Epoch 805/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 334.1648 - mse: 334.1648\n",
      "Epoch 806/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 180.4415 - mse: 180.4415\n",
      "Epoch 807/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 189.3573 - mse: 189.3573\n",
      "Epoch 808/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 246.4096 - mse: 246.4096\n",
      "Epoch 809/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 203.6563 - mse: 203.6563\n",
      "Epoch 810/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 143.2338 - mse: 143.2338\n",
      "Epoch 811/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 97.2129 - mse: 97.2129\n",
      "Epoch 812/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 24.3883 - mse: 24.3883\n",
      "Epoch 813/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 95.1930 - mse: 95.1930\n",
      "Epoch 814/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 156.6163 - mse: 156.6163\n",
      "Epoch 815/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 266.2655 - mse: 266.2655\n",
      "Epoch 816/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 386.9860 - mse: 386.9860\n",
      "Epoch 817/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 219.5043 - mse: 219.5043\n",
      "Epoch 818/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 70.3260 - mse: 70.3260\n",
      "Epoch 819/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 210.7423 - mse: 210.7423\n",
      "Epoch 820/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 199.7928 - mse: 199.7928\n",
      "Epoch 821/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 108.3012 - mse: 108.3012\n",
      "Epoch 822/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 147.6050 - mse: 147.6050\n",
      "Epoch 823/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 198.4600 - mse: 198.4600\n",
      "Epoch 824/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 62.0362 - mse: 62.0362\n",
      "Epoch 825/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 52.7218 - mse: 52.7218\n",
      "Epoch 826/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 34.9636 - mse: 34.9636\n",
      "Epoch 827/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 40.1162 - mse: 40.1162\n",
      "Epoch 828/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 26.9424 - mse: 26.9424\n",
      "Epoch 829/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 28.7772 - mse: 28.7772\n",
      "Epoch 830/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 28.6354 - mse: 28.6354\n",
      "Epoch 831/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 37.4961 - mse: 37.4961\n",
      "Epoch 832/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 49.0702 - mse: 49.0702\n",
      "Epoch 833/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 44.5429 - mse: 44.5429\n",
      "Epoch 834/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 34.2701 - mse: 34.2701\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 835/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 25.5223 - mse: 25.5223\n",
      "Epoch 836/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 26.4384 - mse: 26.4384\n",
      "Epoch 837/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 20.7799 - mse: 20.7799\n",
      "Epoch 838/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 43.5020 - mse: 43.5020\n",
      "Epoch 839/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 34.9281 - mse: 34.9281\n",
      "Epoch 840/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 54.3475 - mse: 54.3475\n",
      "Epoch 841/1000\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 84.2041 - mse: 84.2041\n",
      "Epoch 842/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 124.5713 - mse: 124.5713\n",
      "Epoch 843/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 252.6859 - mse: 252.6859\n",
      "Epoch 844/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 225.7287 - mse: 225.7287\n",
      "Epoch 845/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 192.7973 - mse: 192.7973\n",
      "Epoch 846/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 217.7262 - mse: 217.7262\n",
      "Epoch 847/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 274.8824 - mse: 274.8824\n",
      "Epoch 848/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 273.3524 - mse: 273.3524\n",
      "Epoch 849/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 141.3281 - mse: 141.3281\n",
      "Epoch 850/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 104.8447 - mse: 104.8447\n",
      "Epoch 851/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 82.6183 - mse: 82.6183\n",
      "Epoch 852/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 174.9747 - mse: 174.9747\n",
      "Epoch 853/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 65.1339 - mse: 65.1339\n",
      "Epoch 854/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 44.7948 - mse: 44.7948\n",
      "Epoch 855/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 39.6824 - mse: 39.6824\n",
      "Epoch 856/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 78.2299 - mse: 78.2299\n",
      "Epoch 857/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 36.9564 - mse: 36.9564\n",
      "Epoch 858/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 58.4498 - mse: 58.4498\n",
      "Epoch 859/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 81.6873 - mse: 81.6873\n",
      "Epoch 860/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 128.9920 - mse: 128.9920\n",
      "Epoch 861/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 262.2946 - mse: 262.2946\n",
      "Epoch 862/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 290.1500 - mse: 290.1500\n",
      "Epoch 863/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 160.1503 - mse: 160.1503\n",
      "Epoch 864/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 56.7633 - mse: 56.7633\n",
      "Epoch 865/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 151.5233 - mse: 151.5233\n",
      "Epoch 866/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 119.2559 - mse: 119.2559\n",
      "Epoch 867/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 248.2747 - mse: 248.2747\n",
      "Epoch 868/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 463.1598 - mse: 463.1598\n",
      "Epoch 869/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 269.7115 - mse: 269.7115\n",
      "Epoch 870/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 161.4754 - mse: 161.4754\n",
      "Epoch 871/1000\n",
      "2/2 [==============================] - 0s 17ms/step - loss: 44.5137 - mse: 44.5137\n",
      "Epoch 872/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 26.9917 - mse: 26.9917\n",
      "Epoch 873/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 21.8851 - mse: 21.8851\n",
      "Epoch 874/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 25.0084 - mse: 25.0084\n",
      "Epoch 875/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 19.7934 - mse: 19.7934\n",
      "Epoch 876/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 28.1086 - mse: 28.1086\n",
      "Epoch 877/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 28.6164 - mse: 28.6164\n",
      "Epoch 878/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 16.2264 - mse: 16.2264\n",
      "Epoch 879/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 29.2196 - mse: 29.2196\n",
      "Epoch 880/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 17.7797 - mse: 17.7797\n",
      "Epoch 881/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 29.6555 - mse: 29.6555\n",
      "Epoch 882/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 48.7233 - mse: 48.7233\n",
      "Epoch 883/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 33.3068 - mse: 33.3068\n",
      "Epoch 884/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 27.1467 - mse: 27.1467\n",
      "Epoch 885/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 24.6608 - mse: 24.6608\n",
      "Epoch 886/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 26.6376 - mse: 26.6376\n",
      "Epoch 887/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 18.7840 - mse: 18.7840\n",
      "Epoch 888/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 32.4925 - mse: 32.4925\n",
      "Epoch 889/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 39.4280 - mse: 39.4280\n",
      "Epoch 890/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 17.4155 - mse: 17.4155\n",
      "Epoch 891/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 53.2120 - mse: 53.2120\n",
      "Epoch 892/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 20.4132 - mse: 20.4132\n",
      "Epoch 893/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 19.3410 - mse: 19.3410\n",
      "Epoch 894/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 18.8167 - mse: 18.8167\n",
      "Epoch 895/1000\n",
      "2/2 [==============================] - 0s 4ms/step - loss: 17.5966 - mse: 17.5966\n",
      "Epoch 896/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 16.3271 - mse: 16.3271\n",
      "Epoch 897/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 16.9166 - mse: 16.9166\n",
      "Epoch 898/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 24.8432 - mse: 24.8432\n",
      "Epoch 899/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 16.3864 - mse: 16.3864\n",
      "Epoch 900/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 24.7068 - mse: 24.7068\n",
      "Epoch 901/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 55.1101 - mse: 55.1101\n",
      "Epoch 902/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 85.4627 - mse: 85.4627\n",
      "Epoch 903/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 286.4218 - mse: 286.4218\n",
      "Epoch 904/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 753.7284 - mse: 753.7284\n",
      "Epoch 905/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 538.2476 - mse: 538.2476\n",
      "Epoch 906/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 222.9146 - mse: 222.9146\n",
      "Epoch 907/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 97.7120 - mse: 97.7120\n",
      "Epoch 908/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 115.6753 - mse: 115.6753\n",
      "Epoch 909/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 39.5521 - mse: 39.5521\n",
      "Epoch 910/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 139.8833 - mse: 139.8833\n",
      "Epoch 911/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 44.1188 - mse: 44.1188\n",
      "Epoch 912/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 137.2838 - mse: 137.2838\n",
      "Epoch 913/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 196.0644 - mse: 196.0644\n",
      "Epoch 914/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 160.1145 - mse: 160.1145\n",
      "Epoch 915/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 237.8134 - mse: 237.8134\n",
      "Epoch 916/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 599.4644 - mse: 599.4644\n",
      "Epoch 917/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 287.8847 - mse: 287.8847\n",
      "Epoch 918/1000\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2/2 [==============================] - 0s 5ms/step - loss: 119.1500 - mse: 119.1500\n",
      "Epoch 919/1000\n",
      "2/2 [==============================] - 0s 5ms/step - loss: 112.2606 - mse: 112.2606\n",
      "Epoch 920/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 73.8101 - mse: 73.8101\n",
      "Epoch 921/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 26.9841 - mse: 26.9841\n",
      "Epoch 922/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 35.5980 - mse: 35.5980\n",
      "Epoch 923/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 17.8694 - mse: 17.8694\n",
      "Epoch 924/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 60.5422 - mse: 60.5422\n",
      "Epoch 925/1000\n",
      "2/2 [==============================] - 0s 6ms/step - loss: 76.3315 - mse: 76.3315\n",
      "Epoch 926/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 91.8406 - mse: 91.8406\n",
      "Epoch 927/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 135.5551 - mse: 135.5551\n",
      "Epoch 928/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 53.7414 - mse: 53.7414\n",
      "Epoch 929/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 82.9260 - mse: 82.9260\n",
      "Epoch 930/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 120.2528 - mse: 120.2528\n",
      "Epoch 931/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 86.3884 - mse: 86.3884\n",
      "Epoch 932/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 61.3123 - mse: 61.3123\n",
      "Epoch 933/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 108.0844 - mse: 108.0844\n",
      "Epoch 934/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 49.1383 - mse: 49.1383\n",
      "Epoch 935/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 37.6750 - mse: 37.6750\n",
      "Epoch 936/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 39.2666 - mse: 39.2666\n",
      "Epoch 937/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 28.9599 - mse: 28.9599\n",
      "Epoch 938/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 31.1562 - mse: 31.1562\n",
      "Epoch 939/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 18.8857 - mse: 18.8857\n",
      "Epoch 940/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 18.2930 - mse: 18.2930\n",
      "Epoch 941/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 21.5201 - mse: 21.5201\n",
      "Epoch 942/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 22.6991 - mse: 22.6991\n",
      "Epoch 943/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 24.4524 - mse: 24.4524\n",
      "Epoch 944/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 93.4378 - mse: 93.4378\n",
      "Epoch 945/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 300.1489 - mse: 300.1489\n",
      "Epoch 946/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 319.2839 - mse: 319.2839\n",
      "Epoch 947/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 109.7927 - mse: 109.7927\n",
      "Epoch 948/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 126.5179 - mse: 126.5179\n",
      "Epoch 949/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 187.2154 - mse: 187.2154\n",
      "Epoch 950/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 226.6245 - mse: 226.6245\n",
      "Epoch 951/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 627.0124 - mse: 627.0124\n",
      "Epoch 952/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 1243.5731 - mse: 1243.5731\n",
      "Epoch 953/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 1138.5759 - mse: 1138.5759\n",
      "Epoch 954/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 399.5621 - mse: 399.5621\n",
      "Epoch 955/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 219.3429 - mse: 219.3429\n",
      "Epoch 956/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 223.4830 - mse: 223.4830\n",
      "Epoch 957/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 70.1276 - mse: 70.1276\n",
      "Epoch 958/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 237.5797 - mse: 237.5797\n",
      "Epoch 959/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 435.4181 - mse: 435.4181\n",
      "Epoch 960/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 438.8189 - mse: 438.8189\n",
      "Epoch 961/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 556.7932 - mse: 556.7932\n",
      "Epoch 962/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 427.3786 - mse: 427.3786\n",
      "Epoch 963/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 192.4620 - mse: 192.4620\n",
      "Epoch 964/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 131.9739 - mse: 131.9739\n",
      "Epoch 965/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 39.4210 - mse: 39.4210\n",
      "Epoch 966/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 86.6496 - mse: 86.6496\n",
      "Epoch 967/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 23.4099 - mse: 23.4099\n",
      "Epoch 968/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 54.9039 - mse: 54.9039\n",
      "Epoch 969/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 24.2241 - mse: 24.2241\n",
      "Epoch 970/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 23.6965 - mse: 23.6965\n",
      "Epoch 971/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 24.2637 - mse: 24.2637\n",
      "Epoch 972/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 36.1121 - mse: 36.1121\n",
      "Epoch 973/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 77.5743 - mse: 77.5743\n",
      "Epoch 974/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 118.4944 - mse: 118.4944\n",
      "Epoch 975/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 44.0443 - mse: 44.0443\n",
      "Epoch 976/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 47.0316 - mse: 47.0316\n",
      "Epoch 977/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 65.9108 - mse: 65.9108\n",
      "Epoch 978/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 32.0125 - mse: 32.0125\n",
      "Epoch 979/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 25.7263 - mse: 25.7263\n",
      "Epoch 980/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 19.8003 - mse: 19.8003\n",
      "Epoch 981/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 16.6583 - mse: 16.6583\n",
      "Epoch 982/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 23.0759 - mse: 23.0759\n",
      "Epoch 983/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 18.6608 - mse: 18.6608\n",
      "Epoch 984/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 25.2394 - mse: 25.2394\n",
      "Epoch 985/1000\n",
      "2/2 [==============================] - 0s 7ms/step - loss: 42.0557 - mse: 42.0557\n",
      "Epoch 986/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 54.4558 - mse: 54.4558\n",
      "Epoch 987/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 26.5942 - mse: 26.5942\n",
      "Epoch 988/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 24.5261 - mse: 24.5261\n",
      "Epoch 989/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 23.6551 - mse: 23.6551\n",
      "Epoch 990/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 17.9737 - mse: 17.9737\n",
      "Epoch 991/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 29.1557 - mse: 29.1557\n",
      "Epoch 992/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 36.9838 - mse: 36.9838\n",
      "Epoch 993/1000\n",
      "2/2 [==============================] - 0s 10ms/step - loss: 27.8104 - mse: 27.8104\n",
      "Epoch 994/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 20.6307 - mse: 20.6307\n",
      "Epoch 995/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 18.9691 - mse: 18.9691\n",
      "Epoch 996/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 20.3923 - mse: 20.3923\n",
      "Epoch 997/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 42.6160 - mse: 42.6160\n",
      "Epoch 998/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 44.9962 - mse: 44.9962\n",
      "Epoch 999/1000\n",
      "2/2 [==============================] - 0s 9ms/step - loss: 25.9320 - mse: 25.9320\n",
      "Epoch 1000/1000\n",
      "2/2 [==============================] - 0s 8ms/step - loss: 21.1519 - mse: 21.1519\n"
     ]
    }
   ],
   "source": [
    "history = model.fit(X, y, epochs=2000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "e2e29ec4",
   "metadata": {},
   "outputs": [],
   "source": [
    "y_pred = model.predict(X)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "62d01bc0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(X, y)\n",
    "plt.plot(X, y_pred, color='red')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b981ceb",
   "metadata": {},
   "source": [
    "We nailed it!"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}