APML-Regression.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.13.1\n"
     ]
    }
   ],
   "source": [
    "# Import\n",
    "from __future__ import absolute_import, division, print_function\n",
    "\n",
    "# TensorFlow and tf.keras\n",
    "import tensorflow as tf\n",
    "from tensorflow import keras\n",
    "\n",
    "# Helper libraries\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "print(tf.__version__)\n",
    "tf.enable_eager_execution()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(12487, 540)\n"
     ]
    }
   ],
   "source": [
    "# Load Data \n",
    "filename = 'C:\\\\Users\\\\deniz\\\\Desktop\\\\Thesis of ML for AutoPas\\\\Data\\\\Batch5\\\\half5.txt'\n",
    "arr = np.genfromtxt(filename, delimiter=',')\n",
    "print(arr.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Define how many parameters you have (it is assumed that the rest are classes)\n",
    "parameter_count = 4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Make sure the parameters are handled before each label is worked through\n",
    "reg_data = np.copy(arr)\n",
    "np.random.shuffle(reg_data)\n",
    "reg_test_size = (np.ceil(reg_data.shape[0] * 4 / 5)).astype(int)\n",
    "reg_train_params = reg_data[reg_test_size:,:parameter_count]\n",
    "reg_test_params = reg_data[:reg_test_size,:parameter_count]\n",
    "\n",
    "# Normalize the data\n",
    "def normalize03(array):\n",
    "    divisor = np.std(array)\n",
    "    sub = np.mean(array)\n",
    "    for i in range(array.size):\n",
    "        array[i] = (array[i] - sub) / divisor\n",
    "        \n",
    "np.apply_along_axis(normalize03, 0, reg_train_params)\n",
    "np.apply_along_axis(normalize03, 0, reg_test_params)\n",
    "\n",
    "# Get the best result of each experiment\n",
    "reg_test_all_labels = reg_data[:reg_test_size,parameter_count:]\n",
    "reg_test_best_labels = np.argmin(reg_data[:reg_test_size,parameter_count:], 1).astype(int)\n",
    "\n",
    "# Model (Model with 64, 64, 1 works much better but takes a lot more time)\n",
    "model = keras.Sequential([\n",
    "    keras.layers.Dense(64, activation=tf.nn.relu),\n",
    "    keras.layers.Dense(64, activation=tf.nn.relu),\n",
    "    keras.layers.Dense(1)\n",
    "])\n",
    "\n",
    "opt = keras.optimizers.Adam(lr=0.01)\n",
    "model.compile(optimizer=opt, \n",
    "              loss='mean_squared_error',\n",
    "              metrics=['mean_absolute_error', 'mean_squared_error'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:From C:\\Users\\deniz\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\ops\\resource_variable_ops.py:642: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "Colocations handled automatically by placer.\n",
      "WARNING:tensorflow:From C:\\Users\\deniz\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\keras\\utils\\losses_utils.py:170: to_float (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "Use tf.cast instead.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\deniz\\Anaconda3\\envs\\tf\\lib\\site-packages\\ipykernel_launcher.py:6: RuntimeWarning: divide by zero encountered in log\n",
      "  \n",
      "C:\\Users\\deniz\\Anaconda3\\envs\\tf\\lib\\site-packages\\ipykernel_launcher.py:7: RuntimeWarning: divide by zero encountered in log\n",
      "  import sys\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:From C:\\Users\\deniz\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\ops\\math_ops.py:3066: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.\n",
      "Instructions for updating:\n",
      "Use tf.cast instead.\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 1s 258us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error:\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 4 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 105us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 40us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 5 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 111us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 110us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 46us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 6 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 38us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 7 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 123us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 133us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "9990/9990 [==============================] - 0s 49us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 8 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 42us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 9 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 135us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 110us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 115us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 44us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 10 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 45us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 11 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 112us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 117us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 38us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 12 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 105us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "9990/9990 [==============================] - 1s 51us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 13 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 41us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 14 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 40us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error\n",
      "Current target value is 15 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 39us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 16 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 39us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 17 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 118us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 42us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 18 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 115us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 48us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 19 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 114us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 35us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 20 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 111us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 36us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 21 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 44us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 22 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 43us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 23 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 46us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 24 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 134us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 157us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 139us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 1s 255us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 110us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 105us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 141us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 46us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 25 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 35us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 26 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 1s 241us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 1s 262us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 27 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 1s 233us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 179us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 113us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 161us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 43us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 28 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 1s 206us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_e\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 178us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 157us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 133us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 152us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 29 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 49us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 30 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 38us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 31 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 37us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 32 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 39us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 33 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 38us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 34 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 38us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 35 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 110us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error:\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 36 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 37 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 38 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 39 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 40 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 35us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 41 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 42 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 35us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 43 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 44 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 33us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 45 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 134us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 1s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 46 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 45us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 47 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 178us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 163us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 117us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 39us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 48 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 49 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 50 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 51 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 33us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 52 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 35us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 53 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 54 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 40us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 55 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 56 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 48us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 57 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 139us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 33us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 58 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 59 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 60 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 61 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 40us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 62 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 34us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 63 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 35us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 64 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 65 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 66 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 34us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 67 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 59us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 68 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 40us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 69 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 38us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 70 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 149us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 43us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 71 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 135us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 146us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 34us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 72 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 33us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 73 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 1s 213us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 196us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 38us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 74 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 119us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 105us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 105us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 121us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 127us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 47us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 75 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 40us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 76 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error:\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 148us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 156us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 159us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 46us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 77 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 156us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 167us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 51us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 78 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 1s 214us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 139us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 117us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 50us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 79 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 119us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 52us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_er\n",
      "Current target value is 80 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 81 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 106us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 39us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 82 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 83 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 39us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 84 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 85 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 42us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 86 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 117us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 87 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 88 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 147us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 117us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 40us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 89 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 31us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 90 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 37us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 91 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 47us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 92 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 107us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 34us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 93 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 43us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 94 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 95 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 41us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 96 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 37us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 97 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 44us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 98 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 107us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 39us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 99 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 138us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 1s 525us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 1s 295us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 42us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 100 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 148us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 1s 217us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 1s 213us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 142us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 197us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 114us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 56us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 101 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 197us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 139us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 171us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 43us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 102 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 1s 201us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 48us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 103 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 129us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 132us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 49us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 104 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 107us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error:\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 36us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 105 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 119us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 104us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 37us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 106 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 40us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 107 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 36us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 108 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 124us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error:\n",
      "Current target value is 109 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 115us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 110us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 128us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 105us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 153us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 136us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 173us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 1s 341us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 167us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 110 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 154us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 105us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 67us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 40us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 111 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 60us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 36us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 112 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 34us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 113 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 62us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 61us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 37us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 114 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 85us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 32us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 115 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 63us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 64us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 65us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 37us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 116 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 106us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 113us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 111us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 66us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 117 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 108us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 112us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 131us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 104us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 151us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 1s 392us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 157us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 155us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 189us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 126us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 37us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 118 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 126us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 186us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 1s 309us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 145us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 158us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 181us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 1s 238us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 119 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 1s 217us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 114us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 133us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 115us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 113us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 48us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 120 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 113us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 1s 323us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 168us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 53us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 121 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 115us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 140us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 163us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 175us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_err\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 108us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 146us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 175us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 1s 278us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 1s 338us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 122 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 1s 253us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 181us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 1s 220us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 163us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 1s 228us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 145us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 115us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 122us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 141us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 149us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 52us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 123 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 132us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 135us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 1s 207us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 129us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 194us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 110us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 127us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 1s 307us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_\n",
      "9990/9990 [==============================] - 1s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 124 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 174us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 153us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 140us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 154us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 138us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 50us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 125 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 153us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 119us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 135us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 138us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 142us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 161us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 183us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 161us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 126 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 141us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 123us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 141us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 145us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 139us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 184us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 144us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 143us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 141us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 127 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 106us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 111us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 140us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 122us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 119us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 160us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 123us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 111us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 43us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 128 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 124us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 122us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 49us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 129 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 108us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 1s 223us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_err\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 1s 246us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error:\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 1s 416us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 1s 221us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 1s 307us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 145us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 189us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 154us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 130 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 166us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 192us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 1s 237us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 1s 265us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 191us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 149us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 159us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 1s 209us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 1s 265us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 129us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 59us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 131 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 147us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 1s 249us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 144us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 161us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 113us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 155us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 127us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 48us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_e\n",
      "Current target value is 132 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 111us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 117us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 1s 205us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 1s 215us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 1s 274us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 1s 283us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 162us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 136us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 56us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 133 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 48us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_erro\n",
      "Current target value is 134 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 111us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 108us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 39us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 135 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 118us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 55us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 136 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error:\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error:\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 37us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 137 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 74us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 115us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 107us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 114us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 118us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 140us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 42us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 138 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 113us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 83us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 44us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 139 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 112us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 105us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 119us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 39us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 140 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 93us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 79us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 43us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 141 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 99us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 38us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 142 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 122us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 51us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 143 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 113us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 120us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 138us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 182us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 131us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 161us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 54us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 144 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 82us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 125us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 77us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 36us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error\n",
      "Current target value is 145 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 68us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 71us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 105us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 87us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: na - 0s 69us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 86us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 72us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 76us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 36us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 146 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 70us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 75us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 81us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 80us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 38us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 147 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 134us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 116us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 101us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 168us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 78us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 148 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 92us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error:\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 183us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 155us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 84us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 151us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 1s 262us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 198us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 152us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 73us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 149 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 129us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 120us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 135us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 117us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 102us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 48us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 150 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 146us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 128us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 110us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 111us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan0s - loss: nan - mean_absolute_error: nan - mean_squared_error: n\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 115us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 120us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 112us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 50us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 151 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 106us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nans - loss: nan - mean_absolute_error: nan - mean_squared_error: \n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 107us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 100us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 91us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 109us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 53us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 152 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 147us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 113us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 120us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 104us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 121us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 90us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 89us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 88us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 124us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 0s 46us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 153 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 122us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "2497/2497 [==============================] - 0s 94us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 4/10\n",
      "2497/2497 [==============================] - 0s 97us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 5/10\n",
      "2497/2497 [==============================] - 0s 96us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 6/10\n",
      "2497/2497 [==============================] - 0s 112us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 7/10\n",
      "2497/2497 [==============================] - 0s 135us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 8/10\n",
      "2497/2497 [==============================] - 0s 95us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 9/10\n",
      "2497/2497 [==============================] - 0s 98us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 10/10\n",
      "2497/2497 [==============================] - 0s 103us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "9990/9990 [==============================] - 1s 57us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Current target value is 154 and last is 540\n",
      "Testing set Mean Abs Error:   nan\n",
      "Epoch 1/10\n",
      "2497/2497 [==============================] - 0s 108us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 2/10\n",
      "2497/2497 [==============================] - 0s 112us/sample - loss: nan - mean_absolute_error: nan - mean_squared_error: nan\n",
      "Epoch 3/10\n",
      "1728/2497 [===================>..........] - ETA: 0s - loss: nan - mean_absolute_error: nan - mean_squared_error: nan"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-5-f0fd99b3394c>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[0;32m      6\u001b[0m     \u001b[0mreg_train_labels\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreg_train_labels\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m      7\u001b[0m     \u001b[0mreg_test_labels\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreg_test_labels\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 8\u001b[1;33m     \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreg_train_params\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreg_train_labels\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mepochs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m10\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      9\u001b[0m     \u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmae\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmse\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mevaluate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreg_test_params\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreg_test_labels\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     10\u001b[0m     \u001b[0mreg_test_all_predictions\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mtarget_value\u001b[0m \u001b[1;33m-\u001b[0m \u001b[0mparameter_count\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreg_test_params\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mflatten\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\keras\\engine\\training.py\u001b[0m in \u001b[0;36mfit\u001b[1;34m(self, x, y, batch_size, epochs, verbose, callbacks, validation_split, validation_data, shuffle, class_weight, sample_weight, initial_epoch, steps_per_epoch, validation_steps, max_queue_size, workers, use_multiprocessing, **kwargs)\u001b[0m\n\u001b[0;32m    878\u001b[0m           \u001b[0minitial_epoch\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0minitial_epoch\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    879\u001b[0m           \u001b[0msteps_per_epoch\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0msteps_per_epoch\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 880\u001b[1;33m           validation_steps=validation_steps)\n\u001b[0m\u001b[0;32m    881\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    882\u001b[0m   def evaluate(self,\n",
      "\u001b[1;32m~\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\keras\\engine\\training_arrays.py\u001b[0m in \u001b[0;36mmodel_iteration\u001b[1;34m(model, inputs, targets, sample_weights, batch_size, epochs, verbose, callbacks, val_inputs, val_targets, val_sample_weights, shuffle, initial_epoch, steps_per_epoch, validation_steps, mode, validation_in_fit, **kwargs)\u001b[0m\n\u001b[0;32m    327\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    328\u001b[0m         \u001b[1;31m# Get outputs.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 329\u001b[1;33m         \u001b[0mbatch_outs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mins_batch\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    330\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbatch_outs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    331\u001b[0m           \u001b[0mbatch_outs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mbatch_outs\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\keras\\backend.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, inputs)\u001b[0m\n\u001b[0;32m   3164\u001b[0m         \u001b[0mvalue\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmath_ops\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcast\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtensor\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdtype\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   3165\u001b[0m       \u001b[0mconverted_inputs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 3166\u001b[1;33m     \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_graph_fn\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0mconverted_inputs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   3167\u001b[0m     return nest.pack_sequence_as(self._outputs_structure,\n\u001b[0;32m   3168\u001b[0m                                  [x.numpy() for x in outputs])\n",
      "\u001b[1;32m~\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\eager\\function.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m    366\u001b[0m           \u001b[1;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Got two values for keyword '{}'.\"\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0munused_key\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    367\u001b[0m       \u001b[1;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Keyword arguments {} unknown.\"\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 368\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_call_flat\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    369\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    370\u001b[0m   \u001b[1;32mdef\u001b[0m \u001b[0m_filtered_call\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\eager\\function.py\u001b[0m in \u001b[0;36m_call_flat\u001b[1;34m(self, args)\u001b[0m\n\u001b[0;32m    431\u001b[0m     \u001b[1;31m# Only need to override the gradient in graph mode and when we have outputs.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    432\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mcontext\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecuting_eagerly\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mor\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0moutputs\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 433\u001b[1;33m       \u001b[0moutputs\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_inference_function\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mctx\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    434\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    435\u001b[0m       \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_gradient_name\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\eager\\function.py\u001b[0m in \u001b[0;36mcall\u001b[1;34m(self, ctx, args)\u001b[0m\n\u001b[0;32m    267\u001b[0m           \u001b[0mexecuting_eagerly\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mexecuting_eagerly\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    268\u001b[0m           \u001b[0mconfig\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mfunction_call_options\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconfig_proto_serialized\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 269\u001b[1;33m           executor_type=function_call_options.executor_type)\n\u001b[0m\u001b[0;32m    270\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    271\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[0mexecuting_eagerly\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\ops\\functional_ops.py\u001b[0m in \u001b[0;36mpartitioned_call\u001b[1;34m(args, f, tout, executing_eagerly, config, executor_type)\u001b[0m\n\u001b[0;32m   1081\u001b[0m       outputs = gen_functional_ops.stateful_partitioned_call(\n\u001b[0;32m   1082\u001b[0m           \u001b[0margs\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mTout\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mtout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mf\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mconfig_proto\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mconfig\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1083\u001b[1;33m           executor_type=executor_type)\n\u001b[0m\u001b[0;32m   1084\u001b[0m     \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1085\u001b[0m       outputs = gen_functional_ops.partitioned_call(\n",
      "\u001b[1;32m~\\Anaconda3\\envs\\tf\\lib\\site-packages\\tensorflow\\python\\ops\\gen_functional_ops.py\u001b[0m in \u001b[0;36mstateful_partitioned_call\u001b[1;34m(args, Tout, f, config, config_proto, executor_type, name)\u001b[0m\n\u001b[0;32m    480\u001b[0m         \u001b[1;34m\"StatefulPartitionedCall\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0m_ctx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_post_execution_callbacks\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    481\u001b[0m         \u001b[1;34m\"Tout\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mTout\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"f\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mf\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"config\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mconfig\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"config_proto\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mconfig_proto\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 482\u001b[1;33m         \"executor_type\", executor_type)\n\u001b[0m\u001b[0;32m    483\u001b[0m       \u001b[1;32mreturn\u001b[0m \u001b[0m_result\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    484\u001b[0m     \u001b[1;32mexcept\u001b[0m \u001b[0m_core\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_FallbackException\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "reg_test_all_predictions = np.zeros((arr[0,parameter_count:].shape[0], reg_test_all_labels.shape[0]))\n",
    "# Iterate through all the labels\n",
    "for target_value in range(parameter_count, arr.shape[1]):\n",
    "    reg_train_labels = reg_data[reg_test_size:,target_value]\n",
    "    reg_test_labels = reg_data[:reg_test_size,target_value]\n",
    "    reg_train_labels = np.log(reg_train_labels)\n",
    "    reg_test_labels = np.log(reg_test_labels)\n",
    "    model.fit(reg_train_params, reg_train_labels, epochs=10)\n",
    "    loss, mae, mse = model.evaluate(reg_test_params, reg_test_labels)\n",
    "    reg_test_all_predictions[target_value - parameter_count] = model.predict(reg_test_params).flatten()\n",
    "    print('Current target value is', target_value, 'and last is', arr.shape[1])\n",
    "    print(\"Testing set Mean Abs Error: {:5.2f}\".format(mae))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "all_containers = [ \\\n",
    "\"{Container: VerletListsCells , Traversal: verlet-c01 , Data Layout: Array-of-Structures , Newton 3: disabled}\", \\\n",
    "\"{Container: VerletListsCells , Traversal: verlet-c18 , Data Layout: Array-of-Structures , Newton 3: disabled}\", \\\n",
    "\"{Container: VerletListsCells , Traversal: verlet-c18 , Data Layout: Array-of-Structures , Newton 3: enabled}\", \\\n",
    "\"{Container: VerletListsCells , Traversal: verlet-sliced , Data Layout: Array-of-Structures , Newton 3: disabled}\", \\\n",
    "\"{Container: VerletListsCells , Traversal: verlet-sliced , Data Layout: Array-of-Structures , Newton 3: enabled}\", \\\n",
    "\"{Container: VerletLists , Traversal: verlet-lists , Data Layout: Structure-of-Arrays , Newton 3: disabled}\", \\\n",
    "\"{Container: VerletLists , Traversal: verlet-lists , Data Layout: Structure-of-Arrays , Newton 3: enabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c08 , Data Layout: Structure-of-Arrays , Newton 3: disabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: sliced , Data Layout: Array-of-Structures , Newton 3: disabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c08 , Data Layout: Structure-of-Arrays , Newton 3: enabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c08 , Data Layout: Array-of-Structures , Newton 3: disabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: sliced , Data Layout: Structure-of-Arrays , Newton 3: enabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c08 , Data Layout: Array-of-Structures , Newton 3: enabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: sliced , Data Layout: Structure-of-Arrays , Newton 3: disabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c18 , Data Layout: Array-of-Structures , Newton 3: disabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c18 , Data Layout: Structure-of-Arrays , Newton 3: enabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: sliced , Data Layout: Array-of-Structures , Newton 3: enabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c18 , Data Layout: Structure-of-Arrays , Newton 3: disabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c01 , Data Layout: Array-of-Structures , Newton 3: disabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c18 , Data Layout: Array-of-Structures , Newton 3: enabled}\", \\\n",
    "\"{Container: LinkedCells , Traversal: c01 , Data Layout: Structure-of-Arrays , Newton 3: disabled}\", \\\n",
    "\"{Container: VerletLists , Traversal: verlet-lists , Data Layout: Array-of-Structures , Newton 3: enabled}\", \\\n",
    "\"{Container: VerletLists , Traversal: verlet-lists , Data Layout: Array-of-Structures , Newton 3: disabled}\", \\\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#reg_test_all_predictions[0] = model2.predict(reg_test_params).flatten()\n",
    "for container in range(parameter_count, arr.shape[1]):\n",
    "    plt.figure(container)\n",
    "    plt.title(all_containers[container - parameter_count])\n",
    "    plt.scatter(reg_test_labels, reg_test_all_predictions[container - parameter_count])\n",
    "    plt.xlabel('True Values [Log of Nanoseconds]')\n",
    "    plt.ylabel('Predictions [Log of Nanoseconds]')\n",
    "    plt.axis('equal')\n",
    "    plt.axis('square')\n",
    "    plt.xlim([0,plt.xlim()[1]])\n",
    "    plt.ylim([0,plt.ylim()[1]])\n",
    "    _ = plt.plot([-100, 100], [-100, 100])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "reg_best_predictions = np.argmin(reg_test_all_predictions, 0)\n",
    "count = 0\n",
    "for i in range(reg_test_size):\n",
    "    if reg_best_predictions[i] == reg_test_best_labels[i]:\n",
    "        count = count + 1\n",
    "print(count/reg_test_size)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "reg_test_all_labels = reg_data[:reg_test_size,parameter_count:]\n",
    "reg_test_all_labels = np.log(reg_test_all_labels)\n",
    "reg_test_best_labels = np.argmin(reg_data[:reg_test_size,parameter_count:], 1).astype(int)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Take the transpose of the predictions matrix (Because we trained the models on their own but now we want a grouping by experiment)\n",
    "reg_test_all_predictions_transposed = np.transpose(reg_test_all_predictions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Print prediction, result, and how certain the result is\n",
    "reg_best = np.argsort(reg_test_all_predictions_transposed, 1)\n",
    "print(reg_best)\n",
    "print(' Best  Guess1  Guess2   ValueB  ValueA1 ValueG1 ValueA2 ValueG2')\n",
    "for i in range(reg_test_size):\n",
    "    print(' ', reg_test_best_labels[i], '\\t', reg_best[i][0], '\\t', reg_best[i][1], '\\t', \\\n",
    "          \"{:.4}\".format(reg_test_all_labels[i][reg_test_best_labels[i]]), '\\t', \\\n",
    "          \"{:.4}\".format(reg_test_all_labels[i][reg_best[i][0]]), '\\t', \\\n",
    "          \"{:.4}\".format(reg_test_all_predictions_transposed[i][reg_best[i][0]]), '\\t', \\\n",
    "          \"{:.4}\".format(reg_test_all_labels[i][reg_best[i][1]]), '\\t', \\\n",
    "          \"{:.4}\".format(reg_test_all_predictions_transposed[i][reg_best[i][1]]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Print general statistics about in how many guesses the AI would be correct\n",
    "reg_correct = np.zeros(reg_best.shape[1])\n",
    "reg_most_occuring = np.sort(np.bincount(reg_test_best_labels))[::-1]\n",
    "for i in range(reg_test_size):\n",
    "    for j in range(reg_correct.size):\n",
    "        if reg_best[i][j] == reg_test_best_labels[i]:\n",
    "            reg_correct[j] = reg_correct[j] + 1\n",
    "            break\n",
    "np.set_printoptions(precision=3)\n",
    "print('The count of guesses until correct choice:', reg_correct.astype(int))\n",
    "print('Cumilative chance that the choice was correct by:', \\\n",
    "      np.apply_along_axis(lambda x: x / reg_test_size, 0, np.cumsum(reg_correct))[0:5])\n",
    "print('The count of most occuring tests:', reg_most_occuring)\n",
    "print('Cumilative chance that the choice was correct by:', \\\n",
    "      np.apply_along_axis(lambda x: x / reg_test_size, 0, np.cumsum(reg_most_occuring))[0:5])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "model.summary()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "model.save('C:/Users/deniz/Desktop/Thesis of ML for AutoPas/keras_model.h5', include_optimizer=False) #include_optimizer=False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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