Skip to content

Instantly share code, notes, and snippets.

@romeokienzler

romeokienzler/corona_lstm_hyperparam.ipynb

Created April 16, 2020 18:59
Show Gist options
  • Save romeokienzler/16ca5f039b7a2706184bd69c8489c09b to your computer and use it in GitHub Desktop.
Save romeokienzler/16ca5f039b7a2706184bd69c8489c09b to your computer and use it in GitHub Desktop.
Download ZIP
Display the source blob
Display the rendered blob
Raw
corona_lstm_hyperparam.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true,
"jupyter": {
"outputs_hidden": true
}
},
"outputs": [],
"source": "!pip install tensorflow==2.2.0rc1"
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": "'2.2.0-rc1'"
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": "import tensorflow as tf\nimport pandas as pd\ntf.__version__"
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": "# The code was removed by Watson Studio for sharing."
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": "import types\nimport pandas as pd\nfrom botocore.client import Config\nimport ibm_boto3\n\ndef __iter__(self): return 0\n\n\nclient = ibm_boto3.client(service_name='s3',\n ibm_api_key_id=credentials_1['IBM_API_KEY_ID'],\n ibm_auth_endpoint=credentials_1['IBM_AUTH_ENDPOINT'],\n config=Config(signature_version='oauth'),\n endpoint_url=credentials_1['ENDPOINT'])\nbucket=credentials_1['BUCKET']"
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": "client.download_file(Bucket=bucket,Key='cases.csv',Filename='cases.csv')"
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": "df = pd.read_csv('cases.csv')"
},
{
"cell_type": "markdown",
"metadata": {},
"source": "# LSTM"
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": true,
"jupyter": {
"outputs_hidden": true
}
},
"outputs": [
{
"data": {
"text/plain": "(91, 15, 1)"
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": "import numpy as np\ntime_series = df['deaths']\ntime_series = np.array(time_series)\n\n\n\nx = []\ny = []\nlook_ahead = 15\nn = len(time_series)\n\nfor i in range(0,n-look_ahead-1,1):\n window = time_series[i:i+look_ahead]\n x.append(window)\n window = time_series[i+1:i+look_ahead+1]\n y.append(window)\n\nx = np.array(x)\ny = np.array(y)\nx.shape = (x.shape[0],x.shape[1],1)\ny.shape = (y.shape[0],y.shape[1],1)\ny.shape"
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true,
"jupyter": {
"outputs_hidden": true
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": "2 relu 10 <tensorflow.python.keras.optimizer_v2.adam.Adam object at 0x13df29850> mean_squared_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 8s 90ms/sample - loss: 115944.7081\nEpoch 2/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115907.0919\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115910.9057\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115957.5819\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114894.3213\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113930.7785\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113245.8378\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113826.7711\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115352.1144\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115894.0677\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115758.6547\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115598.8653\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115691.8684\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114917.4725\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114335.3677\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113748.6588\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113773.1537\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113572.8675\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113454.2405\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113392.3257\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113060.7325\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 112499.2575\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 112392.5662\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 112180.3972\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 111428.0391\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 111571.5242\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 111302.8729\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 110805.0339\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 110585.8322\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109717.3348\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107189.4270\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107421.3917\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105438.4780\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103209.8937\nEpoch 35/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103174.2740\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102561.8127\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102943.0838\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102973.2332\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105081.3606\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109290.6522\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106695.8361\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102731.5995\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104341.6946\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107743.5591\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107751.2289\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 110452.2448\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105369.1847\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100966.3501\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 101068.9036\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100867.8789\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 101091.0274\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100082.8628\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100469.4517\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 97018.5579\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96292.2378\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96545.2443\nEpoch 57/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96315.4272\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95600.9483\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95743.1387\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95425.9875\nEpoch 61/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95104.9075\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95939.7752\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96069.0567\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95166.1663\nEpoch 65/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92764.4358\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92374.0615\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92131.2378\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 91698.7480\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92198.9355\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 91969.5699\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90896.7275\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90592.3240\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89446.6256\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88610.1788\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87872.1533\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85376.4244\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85012.5183\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82814.9770\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81564.4657\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83215.9308\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80929.4157\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81271.4251\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80097.4713\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81899.1850\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81499.9614\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80610.3622\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80372.1271\nEpoch 88/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79967.3002\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78735.2375\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78499.8992\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78954.6015\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76576.1825\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76176.3521\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76186.6162\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76166.4254\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76276.2873\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76343.7916\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76266.7887\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76599.2791\nEpoch 100/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82293.0684\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85207.3898\nEpoch 102/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90955.3842\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 93072.5844\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90547.5362\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95775.7435\nEpoch 106/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88308.6506\nEpoch 107/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87074.4292\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87615.9994\nEpoch 109/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80531.0410\nEpoch 110/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81017.1284\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77153.8663\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88824.6710\nEpoch 113/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84838.8081\nEpoch 114/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76980.2902\nEpoch 115/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75881.8099\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74743.5654\nEpoch 117/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77144.6170\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74960.3322\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77082.2169\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73735.2062\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77999.3174\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76908.4873\nEpoch 123/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82049.0323\nEpoch 124/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78039.8099\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76556.1438\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75957.5088\nEpoch 127/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75889.3791\nEpoch 128/800\n91/91 [==============================] - 0s 4ms/sample - loss: 76815.5118\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79709.4974\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76649.6494\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78991.9674\nEpoch 132/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76883.8271\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83196.8346\nEpoch 134/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86924.9482\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87209.2485\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94910.0477\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 101076.9138\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90578.6450\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85858.4650\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86709.6292\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89377.3423\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88651.3045\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89366.3222\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88653.2699\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88635.0412\nEpoch 146/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86433.1132\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85867.1747\nEpoch 148/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84285.8556\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83839.8565\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83626.9045\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82945.3963\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82810.9440\nEpoch 153/800\n91/91 [==============================] - 0s 4ms/sample - loss: 82911.0608\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82387.8591\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81858.5942\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81071.7545\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81852.0503\nEpoch 158/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79498.2631\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78876.8024\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78942.2766\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76813.8804\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76413.1926\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76104.0506\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75772.3758\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75100.8286\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74829.6266\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74897.1274\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74753.7807\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74851.4594\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74688.1046\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74665.3122\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74590.4841\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74403.6035\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74224.8044\nEpoch 175/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74033.5233\nEpoch 176/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73834.7547\nEpoch 177/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73630.7569\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73448.7059\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73290.4197\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73102.3264\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72886.0604\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72723.3156\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72549.1276\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72383.1627\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72221.0592\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72702.6395\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74095.4235\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75083.8263\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76156.7311\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76834.0704\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76568.6471\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77001.5749\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76658.6279\nEpoch 194/800\n91/91 [==============================] - 0s 4ms/sample - loss: 76389.9763\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75665.7894\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75221.8582\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74068.7681\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73679.6282\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74211.2440\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73406.8401\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73183.8812\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73010.6605\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72987.8454\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72891.8151\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72845.1528\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72637.1538\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72738.9186\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72666.9445\nEpoch 209/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72461.8000\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72302.9851\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72199.7946\nEpoch 212/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72571.8634\nEpoch 213/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72116.3587\nEpoch 214/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71916.8409\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71813.7215\nEpoch 216/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71702.9593\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71614.6532\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71514.3017\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71429.5553\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71339.2823\nEpoch 221/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71261.1410\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71175.5673\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71099.0139\nEpoch 224/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71035.0110\nEpoch 225/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70955.7803\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70958.5430\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70809.6658\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70735.4395\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70670.4596\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70600.1612\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70533.8028\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70466.8855\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70395.3937\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70332.0409\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70253.8733\nEpoch 236/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70180.2471\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70119.8865\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70041.5941\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69970.1406\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69914.6951\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69848.7667\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69788.5210\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69739.0962\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69538.5306\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67575.3403\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64762.5615\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64954.1805\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65422.4586\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66965.3740\nEpoch 250/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67645.0934\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68005.9970\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67730.5172\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67255.6304\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66560.6035\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65848.9543\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65052.8223\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64603.9425\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63603.9093\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62946.3921\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62240.2751\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61596.6336\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61020.0801\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60501.7038\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59894.4616\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59372.2384\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58905.5631\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58526.8604\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58184.5994\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58004.6844\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57706.2201\nEpoch 271/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57427.4679\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57533.6066\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57159.1645\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56941.7461\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56915.2428\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56870.8034\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56702.9776\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56498.3100\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56312.7944\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56131.6335\nEpoch 281/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55860.4627\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55758.1872\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55449.5555\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55254.6358\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55082.5835\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54951.2916\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54746.1924\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55121.8843\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54575.3106\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55606.3304\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56213.1468\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57578.6010\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57066.9945\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57791.8591\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65750.9390\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68595.6454\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67045.2398\nEpoch 298/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66632.0252\nEpoch 299/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66810.0533\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71584.7572\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80998.9550\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87384.3945\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87137.2829\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109961.1727\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70518.3186\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55392.3945\nEpoch 307/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73879.6083\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47244.2229\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53151.3770\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56439.5428\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67021.9009\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70004.1638\nEpoch 313/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72481.2033\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63661.5332\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56533.7914\nEpoch 316/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53610.9824\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48424.2691\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44006.3970\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45735.6693\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45536.5332\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49217.9436\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45544.4956\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45015.0492\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44889.7183\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44714.7677\nEpoch 326/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48714.9601\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51947.6270\nEpoch 328/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53406.8298\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54403.5610\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56587.7395\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57249.0530\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48038.7092\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43367.7833\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40941.2552\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38280.3225\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39350.7698\nEpoch 337/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40239.6370\nEpoch 338/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39945.8684\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39459.4409\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39803.6799\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39323.4473\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38104.1855\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36433.2470\nEpoch 344/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37175.0458\nEpoch 345/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35141.5265\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34514.0613\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49435.6834\nEpoch 348/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48999.5319\nEpoch 349/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39823.5127\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41500.8800\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51978.5071\nEpoch 352/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49121.0705\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87569.4240\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40152.9265\nEpoch 355/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44424.4149\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41265.3073\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41110.3814\nEpoch 358/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40440.8087\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39593.8781\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39265.3557\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41109.4947\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40240.5630\nEpoch 363/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39987.4257\nEpoch 364/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37554.4611\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39021.8841\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39675.1502\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43774.5106\nEpoch 368/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39740.2886\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40169.9700\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38747.5741\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38646.5678\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36055.2971\nEpoch 373/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36598.9760\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36794.4142\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36368.9872\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36858.8844\nEpoch 377/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35825.6553\nEpoch 378/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36225.0839\nEpoch 379/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35785.5641\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35638.5960\nEpoch 381/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35466.2313\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35685.9152\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36007.1170\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36631.4690\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36257.3774\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35358.4863\nEpoch 387/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35697.7418\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35589.0154\nEpoch 389/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38701.0237\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40921.9833\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35127.9925\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34579.0407\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34290.8543\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34359.7988\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34650.5213\nEpoch 396/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34092.6630\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34122.4354\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34902.8059\nEpoch 399/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34774.1666\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34733.3231\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34649.1535\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34920.2691\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34513.5947\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34807.9662\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34407.0789\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34370.6050\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34304.3244\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34297.5823\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34193.5078\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34299.6452\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33969.7298\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33998.2027\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34160.7221\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33779.5063\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36324.8589\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33939.5070\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33432.3320\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32950.7064\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33761.0946\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34002.0140\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33121.6103\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33540.3712\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32776.4864\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33644.4302\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31958.3895\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34536.5886\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35971.6590\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37560.9072\nEpoch 429/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32147.1964\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31596.2423\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31852.2186\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32146.0196\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31462.0376\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31268.7577\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31034.2366\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31246.8359\nEpoch 437/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31290.9405\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31635.3107\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31858.3180\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31855.5803\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31758.1076\nEpoch 442/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31976.9479\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31845.6240\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30615.4296\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30455.8244\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33463.0796\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30080.8102\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31034.5812\nEpoch 449/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31136.0995\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30767.8641\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30250.1701\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31010.4944\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31909.9722\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33033.0184\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31184.7593\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31206.6848\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32830.0730\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32064.8825\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33870.3636\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33132.5817\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33654.6653\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33276.7937\nEpoch 463/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33667.0780\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34453.9876\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34096.6273\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34294.8643\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33412.0577\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32815.4293\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33492.5780\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46944.7203\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69769.6199\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 190439.3266\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87944.3793\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41580.1822\nEpoch 475/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35188.5146\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34932.9104\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34333.2764\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34164.8469\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33938.5856\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33776.5445\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33555.1279\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33499.6939\nEpoch 483/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33363.2977\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33819.4330\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33448.1571\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32957.6768\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32889.0244\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32715.2797\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32540.4024\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32282.0956\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32139.5797\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32099.7480\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32687.1486\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32864.3455\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32243.2113\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32123.0937\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32056.5595\nEpoch 498/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32708.3370\nEpoch 499/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33058.0419\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33024.9877\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32960.0276\nEpoch 502/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32670.0255\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32847.8549\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32813.1270\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32735.9119\nEpoch 506/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32194.1659\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32141.9953\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32128.8536\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32038.9405\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31952.6291\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31909.9068\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32477.9055\nEpoch 513/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31714.6868\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30743.2434\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31403.0952\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30053.4714\nEpoch 517/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29541.6322\nEpoch 518/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29211.5613\nEpoch 519/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28952.9759\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28447.4359\nEpoch 521/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28423.1886\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27210.1587\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39235.9113\nEpoch 524/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38344.8355\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29521.4017\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31292.8189\nEpoch 527/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31473.6117\nEpoch 528/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30962.3989\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29953.9519\nEpoch 530/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28770.6467\nEpoch 531/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28388.6845\nEpoch 532/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27642.2600\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31199.3239\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28225.3259\nEpoch 535/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31765.9668\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33032.7153\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32838.7734\nEpoch 538/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32863.7135\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30645.1795\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29968.0761\nEpoch 541/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32577.5992\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32684.0003\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32636.5588\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31902.3192\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35020.3158\nEpoch 546/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30808.6808\nEpoch 547/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31817.8410\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32448.1819\nEpoch 549/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31946.1848\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31784.6075\nEpoch 551/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31030.7683\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30709.8001\nEpoch 553/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31297.9734\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31192.9834\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31688.6667\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31254.9070\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31247.7695\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31243.7371\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30922.8452\nEpoch 560/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30741.2434\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30847.4439\nEpoch 562/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31354.9188\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31250.3806\nEpoch 564/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31226.9786\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30785.9733\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31073.5824\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30631.0151\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30549.5197\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30911.0728\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31070.6761\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30956.9775\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30652.7673\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30525.6428\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29987.9066\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34148.6410\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29668.3746\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29733.9510\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29561.5969\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30276.5852\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29298.4279\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29095.3989\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28464.6171\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28549.0816\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28524.1142\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28344.6608\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28412.2777\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28308.3879\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28266.8922\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28321.8136\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28249.3986\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28282.8346\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28300.0726\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28130.8881\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28224.7585\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28285.0508\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28215.0326\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28476.1269\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28095.3685\nEpoch 599/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28534.0370\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28479.8985\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28472.1312\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28522.8066\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28428.3025\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28326.2492\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28314.7873\nEpoch 606/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28383.5340\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28294.0965\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28221.8670\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28204.3786\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28177.9221\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28179.8261\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28158.6649\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28160.5531\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28138.8002\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28086.1448\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28104.6400\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28123.6789\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28142.2322\nEpoch 619/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28122.6187\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28023.6758\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28113.6705\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28105.7458\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28040.2467\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28051.5032\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27979.2318\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28038.7440\nEpoch 627/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27985.6985\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27985.5613\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27968.7503\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27939.7511\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27928.4226\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27919.7526\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27917.3771\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27901.3454\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27889.1040\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27881.5361\nEpoch 637/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27879.2475\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27857.5247\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27844.5513\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27848.6345\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27866.0068\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27817.0622\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27802.7877\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27801.7940\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27784.2765\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27770.1562\nEpoch 647/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27766.0649\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27761.0905\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27758.2623\nEpoch 650/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27725.1276\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27713.9705\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27709.7712\nEpoch 653/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27705.1007\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27734.0055\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27684.4822\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27785.7747\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27666.1716\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27633.0005\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27791.5748\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27676.4847\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27624.5996\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27638.4469\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27631.0641\nEpoch 664/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27596.9756\nEpoch 665/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27580.6962\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27591.5448\nEpoch 667/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27558.0463\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27572.8522\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27560.2714\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27532.2243\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27515.7025\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27515.8122\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27498.8017\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27500.5230\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27531.0608\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27450.9059\nEpoch 677/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27579.4186\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27553.5764\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27464.1412\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27595.4056\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27433.5126\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27527.6506\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27481.4693\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27365.1150\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27477.9405\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27494.2786\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27600.1393\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27588.8964\nEpoch 689/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27504.7867\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27400.1727\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27536.3307\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27690.7411\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27518.9603\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27577.1673\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27554.5259\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27408.5895\nEpoch 697/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27392.5037\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27430.7910\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27371.1532\nEpoch 700/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27629.3512\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27747.6472\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27704.6250\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27575.9183\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27429.4575\nEpoch 705/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27394.2160\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27368.8899\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27257.5617\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27232.6501\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27210.6036\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27204.2067\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27194.4796\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27226.0295\nEpoch 713/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27168.6348\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27162.3579\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27136.8347\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27185.8037\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27111.1893\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27083.9578\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27080.4943\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27111.1264\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27048.8291\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27045.5123\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27031.9810\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27013.8821\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26980.9630\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27013.1205\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26970.7017\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26959.2281\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26921.1047\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26900.2960\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26896.4395\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26854.7938\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26835.0346\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26815.8234\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26766.1270\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26652.7964\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26209.4266\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25983.8668\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27365.1360\nEpoch 740/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28793.1466\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28894.8275\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29093.3508\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29127.3263\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29018.2982\nEpoch 745/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29107.0466\nEpoch 746/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29021.4148\nEpoch 747/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28940.3936\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28797.5751\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28810.0054\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28711.0912\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28643.5007\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28730.9914\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28544.7209\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28358.6821\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28363.6437\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28464.0349\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28422.0089\nEpoch 758/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28418.7837\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28389.4291\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28374.8457\nEpoch 761/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28371.5832\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28323.5177\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28294.1694\nEpoch 764/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28270.7400\nEpoch 765/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28239.8265\nEpoch 766/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28205.6214\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28176.5724\nEpoch 768/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28141.2203\nEpoch 769/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28077.9310\nEpoch 770/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27952.0742\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28049.8225\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27901.0877\nEpoch 773/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27820.5497\nEpoch 774/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27979.2999\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27960.8678\nEpoch 776/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27897.1994\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27865.6973\nEpoch 778/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27782.1080\nEpoch 779/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27709.1861\nEpoch 780/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27472.5850\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27049.2957\nEpoch 782/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26277.0944\nEpoch 783/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26761.5610\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26842.5862\nEpoch 785/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27149.4976\nEpoch 786/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26714.8234\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26558.2870\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26258.2075\nEpoch 789/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26819.2834\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26375.8753\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26585.4026\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26485.0798\nEpoch 793/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26346.1527\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26252.1327\nEpoch 795/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26100.8110\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26125.6029\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26140.0719\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26063.4168\nEpoch 799/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26010.8453\nEpoch 800/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25985.2388\n2 relu 10 <tensorflow.python.keras.optimizer_v2.adam.Adam object at 0x13df29850> mean_absolute_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 8s 82ms/sample - loss: 179.7143\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.6927\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.6454\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.4897\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.7581\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 170.7421\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 238.8947\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.7516\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.3026\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.0404\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.7397\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.0291\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.0753\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.1128\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.3380\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.2148\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.6173\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.4428\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 170.7622\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 169.7887\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 168.6846\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 167.2283\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 165.0070\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.7913\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 154.8422\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 144.5482\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 136.2578\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 132.7325\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 129.9907\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 127.4538\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 125.4636\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 123.9331\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 122.5490\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 121.4696\nEpoch 35/800\n91/91 [==============================] - 0s 3ms/sample - loss: 119.9602\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 120.4788\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 122.7507\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 118.8993\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 116.7761\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115.6765\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115.1985\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114.1017\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113.1694\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 111.8569\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 110.8632\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109.1493\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107.6499\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106.3826\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105.2044\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104.5539\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103.3013\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102.4195\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 101.4432\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100.7154\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99.8077\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99.0216\nEpoch 57/800\n91/91 [==============================] - 0s 3ms/sample - loss: 98.6406\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 97.4293\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96.6305\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96.4032\nEpoch 61/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95.3954\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94.6799\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94.1428\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 93.4861\nEpoch 65/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92.9594\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92.5726\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 91.6415\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 91.6988\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 91.4352\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90.3612\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90.2251\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89.3790\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88.7240\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87.7270\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87.0237\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85.9626\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85.5091\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84.7494\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84.1809\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83.9831\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83.0853\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.6384\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.0385\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.8399\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.1154\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80.6650\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80.7270\nEpoch 88/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.5838\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80.1360\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.1658\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.5689\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.6819\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.9548\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.9445\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.0624\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.8711\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.9057\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.9213\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.8803\nEpoch 100/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.3148\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.8849\nEpoch 102/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.6062\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.1481\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.7995\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.4865\nEpoch 106/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.4440\nEpoch 107/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.7015\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.2096\nEpoch 109/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.9569\nEpoch 110/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.8536\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.0506\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.8565\nEpoch 113/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.5381\nEpoch 114/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.6286\nEpoch 115/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.4134\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.0572\nEpoch 117/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.8540\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.9736\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.5830\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.4070\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.9781\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.6651\nEpoch 123/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.4918\nEpoch 124/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.0154\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.0644\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.8880\nEpoch 127/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.5252\nEpoch 128/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.4067\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.3725\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.6689\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.2433\nEpoch 132/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.3356\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.9801\nEpoch 134/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.5593\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7725\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.2804\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.4060\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.5804\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.2363\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.4293\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.0955\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.0989\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.3022\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.7643\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7015\nEpoch 146/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.6956\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.2986\nEpoch 148/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.4032\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.3134\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.2110\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.8430\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.4195\nEpoch 153/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.2009\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.4421\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.6890\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.4218\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.2563\nEpoch 158/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.4067\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.6253\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.7205\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.2159\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.1681\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.5183\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.1839\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.6805\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.5782\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.5585\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.1598\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.4522\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.0085\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.6518\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.9075\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.6622\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.8869\nEpoch 175/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.7862\nEpoch 176/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.8938\nEpoch 177/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.4216\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.2771\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.0879\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.5446\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.4518\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.3849\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.8114\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.4406\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.1448\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.9508\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7290\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.4705\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7259\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.8953\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.0423\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.8751\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.3653\nEpoch 194/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.7788\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.1255\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.0982\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.7494\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.6801\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.2072\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.6604\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.5781\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.8356\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.9658\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.0216\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.4504\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.0820\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.3412\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.9181\nEpoch 209/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.2849\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.1447\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.9884\nEpoch 212/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.5001\nEpoch 213/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.4817\nEpoch 214/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.3128\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.6159\nEpoch 216/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.0547\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.7393\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.6975\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.1090\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.4979\nEpoch 221/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.2505\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.3823\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.0907\nEpoch 224/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.1499\nEpoch 225/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.4752\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.8083\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.7755\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.9639\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.8224\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.2158\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.1603\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.8802\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.5945\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.7008\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.3526\nEpoch 236/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.8247\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.6713\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.0543\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.8183\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.4458\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.2913\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.1250\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.1873\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.1095\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.7993\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.5410\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.0543\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.3689\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.8488\nEpoch 250/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.8080\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.7029\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.5485\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.2715\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.2550\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.1761\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.4655\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.2431\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.9855\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.1182\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.5958\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.4113\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.7153\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.4200\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.1856\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.8645\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.4166\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.4504\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.8370\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.9703\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.0201\nEpoch 271/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.3947\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.6987\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.7482\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.3200\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.6262\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.0392\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.8602\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.2650\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.9183\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.0925\nEpoch 281/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.6601\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.7647\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.6683\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.3809\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.2738\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.0704\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.2627\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.7367\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.0584\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.4791\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.2436\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.5613\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.6075\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.3845\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.6083\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.7023\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.3453\nEpoch 298/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.0149\nEpoch 299/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.2730\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.5037\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.0517\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.8434\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.8964\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.1822\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.9325\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.5788\nEpoch 307/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.6091\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.1222\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.0899\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.0060\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.6941\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.3241\nEpoch 313/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.9721\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.0304\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.9302\nEpoch 316/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.2024\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.8030\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.4353\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.1038\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.5703\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5117\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.6497\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.1554\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5171\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5231\nEpoch 326/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.3915\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.3859\nEpoch 328/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5040\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.9936\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5234\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.9075\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.2231\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.2774\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.6607\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.7677\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.9563\nEpoch 337/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.7156\nEpoch 338/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5240\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.0319\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.0276\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.7465\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.6956\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.0024\nEpoch 344/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.6903\nEpoch 345/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.1289\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.7838\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.8836\nEpoch 348/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.5024\nEpoch 349/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.9682\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.6661\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5982\nEpoch 352/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.6713\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.0518\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.7350\nEpoch 355/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.9308\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.9730\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.9747\nEpoch 358/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.7712\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.1004\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.0185\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.9117\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.1594\nEpoch 363/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.1308\nEpoch 364/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5833\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.2436\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.3723\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.8088\nEpoch 368/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.4050\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.3571\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.8944\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.7452\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.5448\nEpoch 373/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.4402\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.3238\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.5859\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.4533\nEpoch 377/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.2796\nEpoch 378/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.9088\nEpoch 379/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.2032\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.1005\nEpoch 381/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.2371\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.9735\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.5554\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.7461\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.3891\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.0672\nEpoch 387/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.6028\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.8997\nEpoch 389/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.1527\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.4110\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5592\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.6576\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.8734\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.6367\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.1588\nEpoch 396/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.4223\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.4470\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.5098\nEpoch 399/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.5538\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.3408\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.6464\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.0817\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.1878\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.6616\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.0041\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.0000\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.7249\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.9347\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.0168\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.2554\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.0214\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.1277\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.9298\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.9608\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.8366\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.2061\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.9082\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0148\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.6475\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.4162\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.9776\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.8192\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.2953\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1427\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.1450\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.3260\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.2004\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.8944\nEpoch 429/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.2449\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.9014\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1812\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.9958\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1709\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.2646\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.5162\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.2902\nEpoch 437/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.4660\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.5139\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1840\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0237\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.9974\nEpoch 442/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.3211\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5505\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.9809\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.7317\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.6846\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.8488\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.7439\nEpoch 449/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.4312\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.8637\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.3456\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.1147\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.0376\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.5609\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.5899\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.6297\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.3733\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.4711\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.3113\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0933\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1970\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0467\nEpoch 463/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.2765\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7033\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1486\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7040\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.3619\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.5688\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1999\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2588\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.5112\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.5657\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1204\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.6984\nEpoch 475/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.5257\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.6534\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.1737\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.9026\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.2381\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.0623\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1790\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.6398\nEpoch 483/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7493\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.3439\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.3478\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2294\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.1959\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.3760\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.3842\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.2999\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1862\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0721\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7796\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.9421\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7927\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.5474\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2032\nEpoch 498/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2783\nEpoch 499/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.8245\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7491\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7851\nEpoch 502/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0960\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0770\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1882\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.5831\nEpoch 506/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7584\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2894\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.3984\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.9669\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.8939\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.2910\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.5615\nEpoch 513/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.3665\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1738\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0897\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.2425\nEpoch 517/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0389\nEpoch 518/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.6565\nEpoch 519/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.9880\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7190\nEpoch 521/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.5194\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.9034\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.4527\nEpoch 524/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.0048\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.6891\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.8819\nEpoch 527/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.3537\nEpoch 528/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.0080\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.1567\nEpoch 530/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.9549\nEpoch 531/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.7586\nEpoch 532/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.9451\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.9636\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.7040\nEpoch 535/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.8744\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.5056\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.9579\nEpoch 538/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.7357\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.3361\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2087\nEpoch 541/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.4675\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.1025\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.3225\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2495\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.5598\nEpoch 546/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.3458\nEpoch 547/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.9049\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.8870\nEpoch 549/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.7969\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.9253\nEpoch 551/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.6529\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.2709\nEpoch 553/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.4520\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.4255\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.3407\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.3648\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.3878\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.4866\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.8444\nEpoch 560/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.1513\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2187\nEpoch 562/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.9027\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.8393\nEpoch 564/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.4805\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.2364\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.2400\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.0575\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.9294\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.6550\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.9260\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.2057\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.4188\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.4265\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.8364\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.5312\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.7354\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.0187\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.0692\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2849\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.5512\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.1951\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.8142\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.8238\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.9448\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.1845\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.8223\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.6553\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.1398\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.3902\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.5793\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.5907\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.8690\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.7787\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.1746\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.3172\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.0070\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.3757\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.9543\nEpoch 599/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.8708\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.9443\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.3632\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.0894\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.0201\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.2297\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.8983\nEpoch 606/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.5426\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.6412\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.3683\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.4788\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2760\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.5064\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2000\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.5017\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2605\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2228\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.5202\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2390\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.4016\nEpoch 619/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.3458\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.9873\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2259\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2689\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9984\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.0555\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2805\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9146\nEpoch 627/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9127\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9047\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.4121\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9569\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9879\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.3656\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.9710\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.1826\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.4919\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.7440\nEpoch 637/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.2658\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.4416\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.4642\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.1504\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.4846\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.7074\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.3008\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.9377\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.6439\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.5408\nEpoch 647/800\n91/91 [==============================] - 0s 4ms/sample - loss: 53.1840\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.6465\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.5440\nEpoch 650/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9923\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2455\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.7414\nEpoch 653/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.1277\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.3263\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.7766\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.2364\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.7525\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.5053\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2229\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.5967\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9422\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.5230\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55.2711\nEpoch 664/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.5625\nEpoch 665/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.7642\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9750\nEpoch 667/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9752\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.0620\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.8279\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.7547\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.6374\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.6673\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.4846\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.5306\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2636\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.7569\nEpoch 677/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.8764\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.8750\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.3933\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.1289\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.4647\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.8103\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.6301\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.6626\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9644\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.0387\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.0155\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.9024\nEpoch 689/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2710\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.1165\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.7478\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.7709\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.4716\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.3032\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.3697\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.3396\nEpoch 697/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.1928\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.1465\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.1909\nEpoch 700/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.1664\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.1360\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.4923\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.4319\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.2263\nEpoch 705/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.1410\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.0476\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.9923\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.8804\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.9862\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.9063\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.7204\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.9554\nEpoch 713/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.6755\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.8272\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.0405\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.2468\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.3705\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.6891\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.0934\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.7281\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.4265\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.9296\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.6681\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.0715\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.5338\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.3135\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.6667\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.7917\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.7575\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.3730\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.9283\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.1029\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54.4233\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.9069\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.0718\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.7535\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53.4216\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.3910\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.7859\nEpoch 740/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.4445\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.4424\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.3785\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.0552\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.1407\nEpoch 745/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.8858\nEpoch 746/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.0458\nEpoch 747/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.8905\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.7934\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.4373\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.1876\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.5774\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.8760\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.6452\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.9786\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.5514\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.7379\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.3705\nEpoch 758/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.3416\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.2283\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.2737\nEpoch 761/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.4745\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.3277\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.8423\nEpoch 764/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.8028\nEpoch 765/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.5478\nEpoch 766/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.3389\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.5688\nEpoch 768/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.2206\nEpoch 769/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.4581\nEpoch 770/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.1210\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.1765\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.0142\nEpoch 773/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.6056\nEpoch 774/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.2341\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.4363\nEpoch 776/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.9811\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.8449\nEpoch 778/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.7689\nEpoch 779/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.9335\nEpoch 780/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.7937\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.8321\nEpoch 782/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.6363\nEpoch 783/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.0099\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.6021\nEpoch 785/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52.5228\nEpoch 786/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.3642\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.2318\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.6285\nEpoch 789/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.5134\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.1066\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.0629\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51.1344\nEpoch 793/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.7313\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.9164\nEpoch 795/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.9685\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.9945\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.7541\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.9545\nEpoch 799/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.8443\nEpoch 800/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50.6300\n2 relu 10 <tensorflow.python.keras.optimizer_v2.rmsprop.RMSprop object at 0x1055a9fd0> mean_squared_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 8s 88ms/sample - loss: 115982.1345\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115965.9538\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115941.0958\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115907.2105\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115866.4700\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115821.0388\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115772.1876\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115701.5687\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115432.6357\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114924.2768\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114005.3158\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 112533.8007\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 111146.2546\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 110031.2553\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109136.6617\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109208.5174\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109159.6328\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 108548.1717\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 108330.8709\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107839.1572\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 108093.0188\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107761.2388\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107176.3068\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106776.0427\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106575.3801\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105993.6925\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105712.3019\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105554.4838\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105772.2717\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106650.9439\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105925.9935\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105676.9010\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104836.4380\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104639.5035\nEpoch 35/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104594.5919\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104485.7356\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104398.3984\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104016.2340\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103563.7229\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103727.8327\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103396.0735\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102942.0124\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100725.5942\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94662.8606\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 112790.1637\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88384.3209\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88601.4012\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87946.7272\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89506.0792\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102616.3964\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 101609.5771\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100838.2140\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100935.4165\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99334.0895\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99706.4873\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88844.7523\nEpoch 57/800\n91/91 [==============================] - 0s 3ms/sample - loss: 91753.0187\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99852.9651\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99805.6472\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100092.4984\nEpoch 61/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99261.9304\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99078.2800\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 101816.7490\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99505.6201\nEpoch 65/800\n91/91 [==============================] - 0s 3ms/sample - loss: 98387.6251\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 97789.1444\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100511.7655\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100429.3373\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99892.4399\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99734.3289\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100630.4104\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99589.4066\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 98823.3351\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96462.3091\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96757.7778\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89520.3905\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 120467.0253\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94822.4803\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94395.8029\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94378.5280\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 93650.1967\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 93461.1062\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92792.5050\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92591.7952\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92315.1334\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90210.5751\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96433.9126\nEpoch 88/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95416.7124\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94614.2904\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 93977.0998\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92224.3546\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90738.1547\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89484.8782\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87857.2526\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87960.9238\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87111.8254\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87445.2945\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86956.3998\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88672.5661\nEpoch 100/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84332.1836\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84817.3321\nEpoch 102/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85338.0676\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81193.8491\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80025.5597\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79704.6131\nEpoch 106/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78197.3993\nEpoch 107/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78937.2791\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72525.0240\nEpoch 109/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70324.7708\nEpoch 110/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69824.2070\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69854.7277\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69994.4850\nEpoch 113/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70004.7863\nEpoch 114/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70282.1665\nEpoch 115/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69852.0285\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70056.7475\nEpoch 117/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70313.5911\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70994.0257\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69352.7739\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69596.9663\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70795.1286\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69702.1509\nEpoch 123/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69967.2825\nEpoch 124/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72314.0253\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69671.7576\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66978.6582\nEpoch 127/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65677.0255\nEpoch 128/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64317.9129\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64076.8858\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63550.6014\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63711.6436\nEpoch 132/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64330.9612\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65957.3810\nEpoch 134/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63760.7244\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64262.8067\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 292524.7461\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66762.0658\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64162.1971\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64366.0237\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64433.9209\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65806.3615\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63367.9801\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81200.3409\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84199.7567\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79712.8008\nEpoch 146/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84302.5405\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75884.8980\nEpoch 148/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78088.9753\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68872.2015\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64625.4144\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62288.6962\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61797.6679\nEpoch 153/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61352.3466\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59523.4179\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59080.6168\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58542.7340\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57833.7091\nEpoch 158/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57575.6235\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57339.2353\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66108.5029\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64553.5999\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59519.2411\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59363.3724\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58816.0682\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59136.1657\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57583.2117\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57635.5995\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57035.4138\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56783.2431\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55104.5142\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54972.6714\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56072.5953\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54608.8551\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59769.1965\nEpoch 175/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69673.9516\nEpoch 176/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60080.0684\nEpoch 177/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56754.0407\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57356.3625\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55619.9389\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55345.5300\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54808.6436\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54725.0628\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54365.1498\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54004.4225\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54095.8613\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53550.0260\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53805.1007\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52850.0511\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53420.2350\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53052.6060\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52974.9475\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52823.3845\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52698.5125\nEpoch 194/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52296.8479\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52201.8870\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52514.0542\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51762.1724\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51297.7121\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51724.4653\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51478.6675\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51291.0680\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51940.6324\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51894.5781\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51694.6626\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50854.6934\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51998.3642\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60275.8739\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138544.9741\nEpoch 209/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173939.5300\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113926.1789\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 127072.4283\nEpoch 212/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107984.0971\nEpoch 213/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114057.7552\nEpoch 214/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106419.4211\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109768.3180\nEpoch 216/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105518.3636\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 93392.7415\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95822.9820\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105697.0184\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 98495.1777\nEpoch 221/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109873.5777\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 97319.8145\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92586.4331\nEpoch 224/800\n91/91 [==============================] - 0s 3ms/sample - loss: 97645.0664\nEpoch 225/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89105.8502\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87580.3306\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87068.0023\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86004.4687\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92128.6773\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90684.9543\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90558.4895\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89828.1639\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86738.5213\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85432.9208\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86766.2528\nEpoch 236/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85777.0816\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83287.8108\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84873.4234\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88722.3960\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89481.0410\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89305.7439\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88943.6606\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83743.6957\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82932.2130\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82832.6400\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82015.5733\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81481.3839\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96220.0033\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76176.4872\nEpoch 250/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73093.2753\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70635.1992\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69602.3752\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71166.1746\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71468.5240\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73096.8207\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70773.2727\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68605.1552\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67531.5416\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64754.6774\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67958.6590\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71365.4913\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66712.4827\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68554.6849\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76778.8423\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63853.8734\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 97877.5515\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65316.6635\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64573.1180\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62401.2649\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61955.3944\nEpoch 271/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68500.5708\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62751.2777\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61122.6860\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62322.1685\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59467.5640\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57678.5963\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58319.2382\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56629.1914\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54489.6639\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56377.8347\nEpoch 281/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56642.2090\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55551.1738\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57552.0760\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56754.2598\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63241.3685\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56097.2021\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52200.6228\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51955.6333\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51079.9489\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60047.0033\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54209.1415\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66663.5203\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48833.8983\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47158.5875\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46956.6738\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51312.1745\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48480.9046\nEpoch 298/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43906.9258\nEpoch 299/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44254.9620\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43800.3201\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44167.8699\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43809.4305\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45305.4343\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43055.9779\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42773.9442\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42554.6353\nEpoch 307/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41828.5274\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44027.5792\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46795.3887\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52477.7122\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51659.5059\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51434.9657\nEpoch 313/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48940.1348\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43511.7395\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46187.7442\nEpoch 316/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46901.6042\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46658.1562\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48717.1033\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54167.0494\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52191.8675\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51355.3153\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48925.7560\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46533.8041\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45749.7504\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45301.4144\nEpoch 326/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46732.3829\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46703.1815\nEpoch 328/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47181.2402\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46495.1047\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49428.7570\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44597.3132\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46506.6732\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44716.4831\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49001.5410\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46939.0036\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45453.6280\nEpoch 337/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45774.5989\nEpoch 338/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47854.8249\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60150.8349\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57228.6862\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51746.2323\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53291.4129\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51156.8512\nEpoch 344/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55337.6283\nEpoch 345/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53130.2251\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51956.4636\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49461.9023\nEpoch 348/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50225.3627\nEpoch 349/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46811.3052\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53204.5807\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49037.8493\nEpoch 352/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50166.5369\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47976.6683\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56935.2599\nEpoch 355/800\n91/91 [==============================] - 0s 3ms/sample - loss: 129720.4801\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 164077.0258\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 117542.4811\nEpoch 358/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82290.8765\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66560.2896\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62090.5649\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53245.4206\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54785.9032\nEpoch 363/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53880.1909\nEpoch 364/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53301.1283\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53108.7542\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53288.2932\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51850.6193\nEpoch 368/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52656.7414\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52075.3742\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50833.0767\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51347.5301\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52046.0193\nEpoch 373/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51423.8841\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51021.6839\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51304.7858\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48058.2615\nEpoch 377/800\n91/91 [==============================] - 0s 4ms/sample - loss: 52009.5302\nEpoch 378/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49500.2723\nEpoch 379/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47943.9479\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47809.8364\nEpoch 381/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51919.6874\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48798.9568\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46959.8095\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46235.6637\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44171.2798\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42456.1465\nEpoch 387/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50583.9264\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48545.0808\nEpoch 389/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46458.5648\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49478.0919\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58630.9732\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46484.5617\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49642.4361\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44630.7527\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43036.0921\nEpoch 396/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42597.3611\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46970.2405\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40722.6844\nEpoch 399/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40093.5974\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41624.2324\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40843.5052\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38620.6951\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39596.8657\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39578.4010\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47430.1651\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44021.6798\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44408.1171\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43470.3773\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45415.1966\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43574.8725\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42028.9060\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43264.4248\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42210.0727\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43185.7576\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43484.6362\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39302.1163\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42083.0455\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41263.4983\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39667.1717\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39379.8820\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42347.8051\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43104.6099\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46875.5002\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48560.4337\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43126.6707\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48425.7079\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50748.1412\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43074.1839\nEpoch 429/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40789.0600\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39336.8957\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43376.5243\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41625.1223\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40642.0881\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37794.5645\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35643.2333\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36025.2085\nEpoch 437/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40419.0879\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40051.5265\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39562.1592\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39087.9518\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38783.7661\nEpoch 442/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37987.2650\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37626.4181\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36957.1892\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39103.7840\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33944.7828\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32530.0358\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37124.9014\nEpoch 449/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38953.2449\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36354.8165\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36813.1647\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36883.9951\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38234.2386\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37374.1277\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38429.2972\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37982.7924\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39031.3837\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38664.3596\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40941.2118\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40946.7448\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 38964.9774\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39563.3136\nEpoch 463/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40088.3759\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42644.9055\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40922.8605\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40971.7548\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42404.4688\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40842.5197\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44100.1475\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42830.2066\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45889.2625\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46749.3489\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45420.2857\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44648.4907\nEpoch 475/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46573.7203\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46195.5732\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46807.0071\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47414.7503\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47262.9185\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48250.5731\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47429.1152\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48353.8085\nEpoch 483/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49146.3167\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50466.8871\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50239.9786\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49890.1848\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48743.5067\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50553.1740\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49987.2415\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50396.8789\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51306.2423\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51123.8677\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50718.0170\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51744.2642\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51617.5085\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51575.5042\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52903.8765\nEpoch 498/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53004.2642\nEpoch 499/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52677.6136\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52725.9116\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53799.1013\nEpoch 502/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53594.2318\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54485.2810\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55166.2275\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53008.4025\nEpoch 506/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53966.5170\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54156.6390\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55189.6388\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55866.3274\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55492.0911\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56052.8486\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54975.1318\nEpoch 513/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55608.3672\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57524.6710\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58026.5192\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58647.3116\nEpoch 517/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56320.2711\nEpoch 518/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58543.6894\nEpoch 519/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57640.1522\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57131.6812\nEpoch 521/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53726.4501\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55582.9321\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56028.0570\nEpoch 524/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57898.7357\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57715.4433\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57427.5272\nEpoch 527/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58961.4598\nEpoch 528/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59888.9694\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61299.1096\nEpoch 530/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59288.1299\nEpoch 531/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59400.9239\nEpoch 532/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59986.0285\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60063.8044\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59656.7774\nEpoch 535/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61285.2428\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60250.2872\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59465.7630\nEpoch 538/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59949.8325\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59619.6233\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59032.4782\nEpoch 541/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59801.9797\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59767.5104\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66311.8617\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59604.2180\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57340.3052\nEpoch 546/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44560.2941\nEpoch 547/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48051.4996\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52790.9668\nEpoch 549/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60156.8761\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39140.0440\nEpoch 551/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46398.9968\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48108.2861\nEpoch 553/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60576.7198\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57387.5934\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52968.1141\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58700.3082\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57113.2395\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57962.0056\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61241.9146\nEpoch 560/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62645.3478\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61976.6122\nEpoch 562/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59849.5449\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61835.0926\nEpoch 564/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62860.9376\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 111752.3656\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 4741051.3073\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69907.7227\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68808.1865\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68073.3237\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67311.6282\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66844.7702\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68193.1811\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65255.6680\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63353.5202\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61592.4317\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63880.6722\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62803.6356\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61839.5424\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61323.2914\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63554.9086\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57089.9497\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55676.7234\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50086.6216\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54319.8297\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60736.2197\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59652.6881\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64505.4857\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59446.4124\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64267.0176\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65513.9481\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65188.2241\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65930.6943\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64811.5719\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66311.2584\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63454.3304\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63209.2155\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62885.6952\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60301.5344\nEpoch 599/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61769.7481\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61351.6059\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60143.7655\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86870.1611\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70393.9899\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69531.8268\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68774.2780\nEpoch 606/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69688.0821\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69426.8591\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68824.0710\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68573.9809\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70272.5185\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71545.6103\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73387.7099\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72909.7179\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72738.5809\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72723.3205\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72897.9215\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72841.0435\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73271.3553\nEpoch 619/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72921.5018\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72939.4313\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68083.8685\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67253.9091\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69669.7820\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67330.5070\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64617.9957\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68882.7888\nEpoch 627/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64728.8180\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67225.8294\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65046.2582\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64505.9013\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67069.9066\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64718.5544\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64796.1707\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92793.0945\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64150.4936\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51805.4429\nEpoch 637/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49911.6045\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51706.0031\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53564.8935\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48783.8209\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51547.6052\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53634.1062\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54407.2321\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53924.6726\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58559.5956\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57459.6126\nEpoch 647/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59788.4797\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56153.9157\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56336.0950\nEpoch 650/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54200.1179\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54970.4800\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53849.6789\nEpoch 653/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54005.2356\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53262.7882\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60103.0210\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51697.8583\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 1695740.8640\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60537.7749\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62520.8275\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62416.3715\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59753.3518\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62055.4527\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62401.3496\nEpoch 664/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59120.4432\nEpoch 665/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57770.6963\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55217.1114\nEpoch 667/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55439.9026\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60107.7444\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58353.5805\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54913.4118\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53811.2262\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50231.2728\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59924.4016\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56985.7114\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53620.2668\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41963.2323\nEpoch 677/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40441.6707\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35745.3257\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42411.6588\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41627.2247\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45172.6508\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42062.7294\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44537.0653\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34706.4036\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29025.9051\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31231.0837\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27502.6502\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25745.8507\nEpoch 689/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20824.9363\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19103.1616\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19545.3561\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23537.5234\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24044.4075\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25405.2279\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24748.2415\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24787.4212\nEpoch 697/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25935.0862\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26609.7210\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28686.6191\nEpoch 700/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26073.9009\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24598.4355\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23048.0848\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23818.0180\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25024.1626\nEpoch 705/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24519.5530\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25855.4948\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23050.1331\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23572.2479\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24455.3572\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22076.5907\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31018.0287\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25096.3840\nEpoch 713/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21946.2125\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25471.1234\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20470.2709\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21432.3936\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30734.5622\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28894.8585\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29425.2816\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26079.3145\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31254.2658\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20456.6599\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22307.6779\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20373.6135\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20211.9827\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20411.3643\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19912.0478\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19134.8357\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18929.9606\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18752.6428\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20528.6365\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20873.6226\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18759.3695\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18471.7942\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23164.1362\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22591.1182\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20140.2690\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21309.7229\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21119.1625\nEpoch 740/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40967.2438\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46585.8668\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48074.2529\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48548.2197\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41783.5670\nEpoch 745/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32761.5103\nEpoch 746/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32969.5282\nEpoch 747/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24442.0693\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25861.8792\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25200.8075\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24730.3662\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24527.4114\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32872.2016\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34087.3488\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35034.2273\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34751.2964\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 36825.7896\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33711.0771\nEpoch 758/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34481.6269\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35076.8255\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32613.3950\nEpoch 761/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28970.6820\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35754.4512\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26538.2932\nEpoch 764/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30564.7902\nEpoch 765/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24070.3579\nEpoch 766/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24245.4212\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27725.0280\nEpoch 768/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26020.2756\nEpoch 769/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23607.9002\nEpoch 770/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25024.4992\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26922.0830\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33017.5285\nEpoch 773/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44571.5452\nEpoch 774/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43640.9936\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37331.3009\nEpoch 776/800\n91/91 [==============================] - 0s 3ms/sample - loss: 40403.6924\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53686.0844\nEpoch 778/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48467.2533\nEpoch 779/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46849.8303\nEpoch 780/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47545.8895\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52068.1652\nEpoch 782/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50192.4444\nEpoch 783/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49764.8938\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 48444.3062\nEpoch 785/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44923.3074\nEpoch 786/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46921.2922\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45054.3327\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52074.5992\nEpoch 789/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56271.5203\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55083.5033\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52009.7600\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57619.5922\nEpoch 793/800\n91/91 [==============================] - 0s 3ms/sample - loss: 132093.3956\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56298.7409\nEpoch 795/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51647.7306\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 53026.1573\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37682.1086\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39403.8018\nEpoch 799/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52496.4250\nEpoch 800/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51972.0440\n2 relu 10 <tensorflow.python.keras.optimizer_v2.rmsprop.RMSprop object at 0x1055a9fd0> mean_absolute_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 8s 86ms/sample - loss: 179.7201\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7175\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7130\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7039\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.6839\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.6414\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.5332\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.2182\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.3811\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.7531\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 170.8357\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 163.6732\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 262.8157\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 213.5010\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.9353\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 161.9035\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 161.1934\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 161.0953\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.8903\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.6631\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.5170\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.0251\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 159.9947\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 159.7480\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 159.9653\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 159.0866\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 158.5975\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 158.5982\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.4638\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 164.1023\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 164.5516\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 163.7598\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 161.1135\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 161.9915\nEpoch 35/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.8106\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.8949\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 153.7162\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 154.1183\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 153.5872\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 155.5154\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 153.5203\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 152.5012\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 152.2019\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 151.9122\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 151.8524\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 155.7921\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 158.7368\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 159.2937\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 158.0340\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.6578\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.3916\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 155.9635\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 154.8786\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 158.4467\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 153.5026\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 153.9092\nEpoch 57/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.3591\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 159.9985\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 158.2799\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.8437\nEpoch 61/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.0483\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 158.3230\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.1582\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 169.1711\nEpoch 65/800\n91/91 [==============================] - 0s 3ms/sample - loss: 165.2942\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 168.4251\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 170.9353\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 169.1868\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 168.1676\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 165.0598\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 164.0005\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 161.3450\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.8495\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 161.1225\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 159.7256\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 159.5910\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 158.3418\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 165.8720\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 164.5802\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 161.8535\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 161.2989\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.8614\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.6541\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 158.9511\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 155.6699\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 153.1328\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 156.4683\nEpoch 88/800\n91/91 [==============================] - 0s 3ms/sample - loss: 152.9167\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 150.9723\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 156.9048\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 155.6889\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 153.1425\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 149.4370\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 147.0170\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.2420\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 135.0088\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 135.8445\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 127.3815\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 148.5049\nEpoch 100/800\n91/91 [==============================] - 0s 3ms/sample - loss: 148.9429\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 146.0543\nEpoch 102/800\n91/91 [==============================] - 0s 3ms/sample - loss: 142.3893\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 142.1164\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 151.0350\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 150.7172\nEpoch 106/800\n91/91 [==============================] - 0s 3ms/sample - loss: 150.2769\nEpoch 107/800\n91/91 [==============================] - 0s 3ms/sample - loss: 139.7553\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 136.3884\nEpoch 109/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.5305\nEpoch 110/800\n91/91 [==============================] - 0s 3ms/sample - loss: 132.3511\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 131.1868\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 143.5483\nEpoch 113/800\n91/91 [==============================] - 0s 3ms/sample - loss: 143.5408\nEpoch 114/800\n91/91 [==============================] - 0s 3ms/sample - loss: 133.3012\nEpoch 115/800\n91/91 [==============================] - 0s 3ms/sample - loss: 130.2847\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 137.3222\nEpoch 117/800\n91/91 [==============================] - 0s 3ms/sample - loss: 120.8789\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 147.3239\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 122.5092\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 120.4228\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 119.3521\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.2126\nEpoch 123/800\n91/91 [==============================] - 0s 3ms/sample - loss: 144.4166\nEpoch 124/800\n91/91 [==============================] - 0s 3ms/sample - loss: 132.6136\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 126.7595\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 127.6818\nEpoch 127/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.6254\nEpoch 128/800\n91/91 [==============================] - 0s 3ms/sample - loss: 154.1745\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138.2574\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 143.1658\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 145.8305\nEpoch 132/800\n91/91 [==============================] - 0s 3ms/sample - loss: 132.6917\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 134.9187\nEpoch 134/800\n91/91 [==============================] - 0s 3ms/sample - loss: 133.3488\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 126.3486\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 128.3688\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 125.1429\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 122.6848\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 131.7493\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 128.1978\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 125.7704\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 135.7246\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 136.6971\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 136.7930\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 134.7959\nEpoch 146/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.0324\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 155.1288\nEpoch 148/800\n91/91 [==============================] - 0s 3ms/sample - loss: 154.9437\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 153.2334\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 151.6942\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 150.1825\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 151.0068\nEpoch 153/800\n91/91 [==============================] - 0s 3ms/sample - loss: 149.4278\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 148.6099\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 148.0624\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 146.2468\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 144.6334\nEpoch 158/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.4796\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.6263\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 155.3151\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 154.6593\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 152.6448\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 150.4134\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 151.3481\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 147.8122\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 150.9336\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 155.1211\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 149.7379\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 146.2320\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 145.5225\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 142.2477\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 141.6037\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 147.2868\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 146.5059\nEpoch 175/800\n91/91 [==============================] - 0s 3ms/sample - loss: 146.0253\nEpoch 176/800\n91/91 [==============================] - 0s 3ms/sample - loss: 143.7138\nEpoch 177/800\n91/91 [==============================] - 0s 3ms/sample - loss: 141.2176\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138.9852\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 143.1680\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138.3246\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 136.9461\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 139.6699\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 134.0365\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 139.3023\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 140.0667\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 139.3277\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138.8344\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138.3903\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138.5385\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138.2046\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138.4389\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 137.3986\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 137.5324\nEpoch 194/800\n91/91 [==============================] - 0s 3ms/sample - loss: 134.8572\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 134.2915\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 134.0509\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 133.8960\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 132.8438\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 132.6398\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 133.8387\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 133.3300\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 132.9575\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 133.0536\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 133.3274\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 130.9490\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 130.2434\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 129.0828\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 128.7660\nEpoch 209/800\n91/91 [==============================] - 0s 3ms/sample - loss: 127.2779\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 127.7299\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 125.7077\nEpoch 212/800\n91/91 [==============================] - 0s 3ms/sample - loss: 125.9655\nEpoch 213/800\n91/91 [==============================] - 0s 3ms/sample - loss: 119.0211\nEpoch 214/800\n91/91 [==============================] - 0s 3ms/sample - loss: 129.9193\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 126.3485\nEpoch 216/800\n91/91 [==============================] - 0s 3ms/sample - loss: 136.9135\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 126.6590\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 127.3466\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 125.1705\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 123.3292\nEpoch 221/800\n91/91 [==============================] - 0s 3ms/sample - loss: 122.6354\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 131.3743\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 132.7641\nEpoch 224/800\n91/91 [==============================] - 0s 3ms/sample - loss: 124.3850\nEpoch 225/800\n91/91 [==============================] - 0s 3ms/sample - loss: 133.8901\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 118.6049\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 157.8004\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 270.8414\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 193.3011\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 152.4873\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 128.4160\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 218.6046\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 269.6684\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 276.2069\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 150.7441\nEpoch 236/800\n91/91 [==============================] - 0s 3ms/sample - loss: 123.3214\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 135.4032\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102.1303\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 160.4424\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 442.0274\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 387.0940\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 315.5823\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 294.9325\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 279.6786\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 245.0386\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 289.4985\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.9212\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 155.3882\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 143.1442\nEpoch 250/800\n91/91 [==============================] - 0s 3ms/sample - loss: 143.9252\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 133.1724\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 123.7675\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 124.4874\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 118.2643\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 119.1218\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.7226\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.3620\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.2915\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.3604\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.1023\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.4142\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.1744\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.8546\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.9720\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.8859\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.5459\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.3776\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.0741\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.8823\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.1289\nEpoch 271/800\n91/91 [==============================] - 0s 4ms/sample - loss: 71.9530\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88.9337\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.7683\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.2026\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.0313\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87.5639\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.2934\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87.0469\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106.5328\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90.9645\nEpoch 281/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94.0926\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83.5944\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.6881\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80.5734\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83.8002\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.5228\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.8062\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.0990\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.5442\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89.6578\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.3470\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.0788\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.0831\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.8794\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83.1485\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.6300\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.4847\nEpoch 298/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.2100\nEpoch 299/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.4586\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.8885\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.2569\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.0696\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.2628\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.4765\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.6630\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.5952\nEpoch 307/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84.7623\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87.2767\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.4150\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.1511\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.2379\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.9490\nEpoch 313/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.3220\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.2768\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.0908\nEpoch 316/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.5965\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.3807\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.1241\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.7428\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.6979\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.9821\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.2770\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.4635\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92.5759\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.8492\nEpoch 326/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.9860\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.8903\nEpoch 328/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.2645\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.0745\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.1272\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.1092\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.7055\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.3092\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.1332\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.8650\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83.8620\nEpoch 337/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.4774\nEpoch 338/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.5946\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.0636\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.6599\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.2536\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.4689\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.3316\nEpoch 344/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.1038\nEpoch 345/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7845\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.5594\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.4717\nEpoch 348/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.8027\nEpoch 349/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.7992\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.3894\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.2579\nEpoch 352/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.3183\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.0686\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.2868\nEpoch 355/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.9106\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.8712\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.9962\nEpoch 358/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.7630\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.8886\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.4633\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.0086\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.4818\nEpoch 363/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.4717\nEpoch 364/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.8555\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.7691\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7809\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.0471\nEpoch 368/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.1050\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.6143\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.4759\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.8189\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.0359\nEpoch 373/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.6743\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.0641\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.8616\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.8878\nEpoch 377/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.5297\nEpoch 378/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92.3200\nEpoch 379/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96.2694\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84.7820\nEpoch 381/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.0040\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.3442\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.6582\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.5772\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.6956\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.3090\nEpoch 387/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.8746\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.0820\nEpoch 389/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.3224\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.4566\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.7537\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.9242\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.6239\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.0449\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.2216\nEpoch 396/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94.0933\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.4902\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.0882\nEpoch 399/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.7073\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.1649\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.2075\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.3746\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.5417\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.4036\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.4485\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.7110\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.0331\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100.6366\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90.9209\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88.6709\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.5798\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88.1220\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.0889\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.0442\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90.0099\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.5478\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.8621\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.7807\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86.2324\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84.8051\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87.5931\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.6468\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.8075\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.4365\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.9305\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.6922\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.6450\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.1671\nEpoch 429/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.0854\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.6968\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.9517\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.9720\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.7439\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.9503\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86.1578\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84.8682\nEpoch 437/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.8991\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.5257\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.3425\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.2797\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.1892\nEpoch 442/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.8472\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.0332\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.1000\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.0957\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.0653\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.9345\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.1024\nEpoch 449/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.4042\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.3970\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.5074\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.6266\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.8847\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.7186\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.1185\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.1499\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.0751\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.0290\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.1320\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.6433\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.5746\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.9812\nEpoch 463/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.0517\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.9781\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.1649\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.8049\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.2819\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.9744\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89.5003\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90.6448\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.4231\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.8237\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.9724\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.0833\nEpoch 475/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.4369\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.3337\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.0866\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7925\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.1751\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.2559\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7848\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.4330\nEpoch 483/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.1468\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.1149\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.8703\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.2009\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.7199\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.4642\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.3359\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.9582\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.0932\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.2192\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.2193\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.4562\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.7291\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106.1021\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96.7883\nEpoch 498/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90.7248\nEpoch 499/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.2204\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95.3174\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94.6943\nEpoch 502/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100.4844\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 93.7112\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99.7228\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103.1599\nEpoch 506/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90.3678\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95.8022\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89.2856\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.4735\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 122.0540\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106.5968\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92.8346\nEpoch 513/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.1793\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.6656\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.8056\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.0605\nEpoch 517/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.9628\nEpoch 518/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.2107\nEpoch 519/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.1490\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.6560\nEpoch 521/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85.5069\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.4698\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.0830\nEpoch 524/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.3760\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.6829\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.9994\nEpoch 527/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.7014\nEpoch 528/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.6195\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.9997\nEpoch 530/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.5289\nEpoch 531/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.0805\nEpoch 532/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.9039\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.9981\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.8826\nEpoch 535/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.9727\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.7097\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.6116\nEpoch 538/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.4263\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.5123\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.3804\nEpoch 541/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.8401\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.5051\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.6436\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.3358\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.8394\nEpoch 546/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7147\nEpoch 547/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.8714\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.2815\nEpoch 549/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.4613\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.9379\nEpoch 551/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.7154\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.4066\nEpoch 553/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.1065\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.8029\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.4562\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.4585\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.9286\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.9427\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.6175\nEpoch 560/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.7730\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.5977\nEpoch 562/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.2219\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.0249\nEpoch 564/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.1326\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.1021\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.6322\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.4288\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.9535\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.9864\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.0961\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.3894\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.1902\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.4394\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7374\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.6064\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.9765\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.8584\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.3380\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.5804\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.7889\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.6212\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.8979\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.1036\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 74.8674\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.0181\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.3046\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.9915\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.1079\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.6895\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.9684\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.9752\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.8977\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.0041\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.2427\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.6972\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.9105\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.9610\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.7758\nEpoch 599/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.9390\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.4263\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.7928\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5427\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.0256\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.3384\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.8813\nEpoch 606/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.8811\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.7239\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.5507\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.8242\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.7401\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.5808\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.0434\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.1082\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.7754\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 56.8651\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.7577\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.7545\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.6423\nEpoch 619/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.1483\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.7967\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.4230\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.4674\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.8208\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.0005\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.2779\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80.9589\nEpoch 627/800\n91/91 [==============================] - 0s 4ms/sample - loss: 72.8427\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87.4149\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 91.6926\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.8124\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.5706\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.5815\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 101.4648\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106.2417\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 91.3164\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95.2962\nEpoch 637/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95.3781\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 125.5677\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 123.8686\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 122.1694\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 120.9446\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 119.1093\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 118.6341\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 121.5010\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 120.2472\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 118.4946\nEpoch 647/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115.4753\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113.6909\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113.8369\nEpoch 650/800\n91/91 [==============================] - 0s 3ms/sample - loss: 111.0774\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113.7729\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114.5555\nEpoch 653/800\n91/91 [==============================] - 0s 3ms/sample - loss: 117.3414\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 129.1736\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 126.9267\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 125.5602\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 125.0866\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 123.6100\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 124.3393\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 126.3597\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 123.4322\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 123.1969\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 127.1808\nEpoch 664/800\n91/91 [==============================] - 0s 3ms/sample - loss: 129.6741\nEpoch 665/800\n91/91 [==============================] - 0s 3ms/sample - loss: 120.8782\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 120.1984\nEpoch 667/800\n91/91 [==============================] - 0s 3ms/sample - loss: 119.0477\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 119.8876\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 118.4501\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 117.6980\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 117.9869\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113.2494\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109.1665\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107.8605\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100.5332\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102.1180\nEpoch 677/800\n91/91 [==============================] - 0s 3ms/sample - loss: 107.6883\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100.9157\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105.1438\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96.4961\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 98.2965\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 97.0765\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 112.2633\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 97.2505\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106.0673\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99.6881\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103.1625\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88.9755\nEpoch 689/800\n91/91 [==============================] - 0s 3ms/sample - loss: 108.9374\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95.1628\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85.4050\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 91.5616\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 81.1023\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.4314\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.5123\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75.7576\nEpoch 697/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.7499\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.4438\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 89.7585\nEpoch 700/800\n91/91 [==============================] - 0s 3ms/sample - loss: 94.3713\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.2001\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.8020\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.1608\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.0291\nEpoch 705/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.5187\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.9233\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.1183\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.0762\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.8428\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.3899\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77.8021\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83.4416\nEpoch 713/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85.1306\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.9382\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.7945\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100.5643\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.0730\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.7280\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 83.5234\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.0943\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 69.4967\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.5266\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.3192\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.3581\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.5245\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.6145\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.0630\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.0380\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.8413\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.8465\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.0810\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.5245\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.6247\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.3670\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.4582\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 76.6943\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.7898\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.5375\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.1898\nEpoch 740/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.0732\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.7616\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.5204\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.5999\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.9777\nEpoch 745/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.0654\nEpoch 746/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84.6714\nEpoch 747/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.6782\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.6044\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.1572\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.9249\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.7909\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.9867\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.5005\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.9074\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.2887\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.7804\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.4972\nEpoch 758/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.9946\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.9820\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.6276\nEpoch 761/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.8237\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.5723\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58.8998\nEpoch 764/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.7869\nEpoch 765/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.7759\nEpoch 766/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.2641\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72.2456\nEpoch 768/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.7719\nEpoch 769/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.4927\nEpoch 770/800\n91/91 [==============================] - 0s 3ms/sample - loss: 87.5475\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73.1201\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.4933\nEpoch 773/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.4584\nEpoch 774/800\n91/91 [==============================] - 0s 3ms/sample - loss: 59.5544\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57.3354\nEpoch 776/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60.0183\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.1013\nEpoch 778/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.7974\nEpoch 779/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.3054\nEpoch 780/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.0450\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.1850\nEpoch 782/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67.3706\nEpoch 783/800\n91/91 [==============================] - 0s 3ms/sample - loss: 71.6606\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66.4864\nEpoch 785/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.6312\nEpoch 786/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.3674\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62.1644\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65.3232\nEpoch 789/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92.8323\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 98.8381\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82.0131\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 68.7090\nEpoch 793/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.6641\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.8269\nEpoch 795/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64.0844\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 63.6619\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61.4838\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 78.0587\nEpoch 799/800\n91/91 [==============================] - 0s 3ms/sample - loss: 70.5108\nEpoch 800/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79.2447\n2 relu 10 <tensorflow.python.keras.optimizer_v2.adam.Adam object at 0x1055a97d0> mean_squared_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 8s 83ms/sample - loss: 115943.1691\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115941.3620\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115910.5501\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114238.5285\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 116730.7608\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 110425.0103\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106599.0939\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113166.7447\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109122.3349\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 5309667.4013\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106900.1354\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 108009.5137\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 112175.0956\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 109023.0774\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114578.6999\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115051.9414\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115225.8095\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115403.9463\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115547.9609\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115530.3359\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115460.4366\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115404.4696\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115314.8926\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115180.3674\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115038.7361\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114767.8257\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 113941.5156\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 112242.8241\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 108166.7043\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104712.5240\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 98783.6641\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 93601.0159\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86430.7529\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 85705.8774\nEpoch 35/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82339.9997\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 79129.3357\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77039.0686\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72065.1575\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 66073.3020\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 62554.2906\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 60043.3614\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 58555.9181\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61448.3667\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 57875.0413\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 52698.9319\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51199.4238\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 114245.7388\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50164.6877\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 51295.6589\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 47729.2599\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45784.9257\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90188.6860\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 111390.9467\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 108988.2684\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103002.6621\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95836.2606\nEpoch 57/800\n91/91 [==============================] - 0s 3ms/sample - loss: 92978.9463\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 86672.5331\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 75769.3055\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 54994.5852\nEpoch 61/800\n91/91 [==============================] - 0s 3ms/sample - loss: 45242.5025\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61169.3326\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33019.2101\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29881.5338\nEpoch 65/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30576.0054\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33781.6390\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39756.3873\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35912.7400\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29957.1202\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30235.4130\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31801.8794\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29316.3784\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27398.3316\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27760.8803\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27201.8610\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26366.0669\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41844.6733\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26342.4960\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27701.0621\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27714.9424\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27348.6792\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27390.9659\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28068.2618\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26777.8969\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28941.6191\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 31471.1868\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27265.9353\nEpoch 88/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27782.8920\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27336.1878\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26609.8909\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26795.9912\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26671.6991\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26567.0963\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26465.6717\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26296.6950\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26275.1318\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26129.4470\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25719.7142\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26391.3840\nEpoch 100/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23954.8603\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80979.3039\nEpoch 102/800\n91/91 [==============================] - 0s 3ms/sample - loss: 225077.8551\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 181126.5121\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82096.9350\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 96989.5027\nEpoch 106/800\n91/91 [==============================] - 0s 3ms/sample - loss: 102820.9374\nEpoch 107/800\n91/91 [==============================] - 0s 3ms/sample - loss: 105815.0927\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 104933.5834\nEpoch 109/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100322.8994\nEpoch 110/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95636.2650\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82093.7114\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 65029.6433\nEpoch 113/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32974.5399\nEpoch 114/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72062.8384\nEpoch 115/800\n91/91 [==============================] - 0s 3ms/sample - loss: 50446.2801\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82983.2713\nEpoch 117/800\n91/91 [==============================] - 0s 3ms/sample - loss: 90773.4786\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 88478.9748\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77742.8972\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55353.7043\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 42517.0719\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39003.5491\nEpoch 123/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34950.7349\nEpoch 124/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37178.2766\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 34252.4873\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 33860.1432\nEpoch 127/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28836.6196\nEpoch 128/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30806.2238\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 30534.1880\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27454.8476\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28126.3358\nEpoch 132/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27226.0195\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28289.1686\nEpoch 134/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28438.5471\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28147.5778\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27707.6768\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27897.3639\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27472.5769\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27115.8403\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27623.9964\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26672.3218\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 29240.5904\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27685.6565\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27571.1015\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27068.7990\nEpoch 146/800\n91/91 [==============================] - 0s 3ms/sample - loss: 27067.0160\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26804.7343\nEpoch 148/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26958.7035\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26732.0467\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26952.2992\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26875.5531\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26790.0511\nEpoch 153/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26808.5528\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26482.6766\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26475.1141\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26440.8565\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26334.2592\nEpoch 158/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26272.1533\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26321.8330\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26196.2151\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26836.6781\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26082.5351\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26453.6684\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26333.4499\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26779.8685\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26303.0923\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25948.3383\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26165.9146\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25863.0720\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 26134.1638\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25874.9902\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25674.1131\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25774.4936\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25648.8002\nEpoch 175/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25618.1162\nEpoch 176/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25613.6305\nEpoch 177/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25711.2753\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25448.0535\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25263.3601\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25208.8293\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25226.4056\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25240.2133\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24981.9031\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25185.0809\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25052.5859\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24943.5666\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24981.6211\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25127.5773\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24902.1234\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24861.0051\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24541.4245\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24582.9166\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24618.6767\nEpoch 194/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24372.2566\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24577.7783\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24423.2376\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24232.9238\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24394.0933\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24732.7822\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24063.9846\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23922.2514\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23975.6815\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23752.5300\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23778.5172\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23627.6486\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23644.4650\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23479.2712\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23486.8694\nEpoch 209/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23490.8526\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23264.5889\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23207.0285\nEpoch 212/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23131.8638\nEpoch 213/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22994.6742\nEpoch 214/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23887.7021\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22721.2417\nEpoch 216/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23096.5181\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23003.2609\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23335.4932\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22803.9250\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22534.9253\nEpoch 221/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22373.4893\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22246.8862\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22446.8597\nEpoch 224/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21828.0778\nEpoch 225/800\n91/91 [==============================] - 0s 4ms/sample - loss: 21666.2639\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22065.8597\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21666.7252\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21442.0075\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21354.5673\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21446.8792\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21236.3851\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21183.8522\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21821.4854\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20920.7793\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20930.5231\nEpoch 236/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20544.5442\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20276.9161\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21955.1567\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18837.8748\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22554.6464\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20861.9765\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22303.6656\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21000.0701\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20629.9973\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20781.1582\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21715.4711\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18885.3372\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20786.6009\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18690.9522\nEpoch 250/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20807.8099\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18143.6537\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18222.1701\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18752.8114\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16933.7428\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16325.8385\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15253.2991\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15354.0466\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14992.0553\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14655.7867\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14748.9784\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37349.4608\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 39493.3044\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 46891.5283\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 43493.7018\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 35328.1116\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25551.8777\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25714.1622\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 28111.1791\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23932.1124\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24820.1107\nEpoch 271/800\n91/91 [==============================] - 0s 3ms/sample - loss: 25763.2639\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 24298.5053\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22539.9157\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22419.3619\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 23199.4038\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 22968.2765\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21887.7929\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21977.9775\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21925.2637\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21790.7952\nEpoch 281/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21808.9045\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21606.3459\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21391.7643\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21244.3797\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21186.6803\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21161.9530\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21074.3632\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20911.3076\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21038.3445\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20980.4648\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20829.8351\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 21726.6111\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20920.2638\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20898.6993\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20730.2708\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20787.6235\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20868.1427\nEpoch 298/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20837.5165\nEpoch 299/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20831.5414\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20881.0817\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20684.2691\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20656.6191\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20674.9138\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20527.9093\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20462.1014\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20516.2065\nEpoch 307/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20401.1337\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20550.2937\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20180.9083\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20245.8559\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20301.9909\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20199.4708\nEpoch 313/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20086.0318\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19992.6284\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19966.4455\nEpoch 316/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19956.7374\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19922.5572\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19903.5374\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19779.4441\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19725.0271\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19696.4608\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19822.8046\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19481.2701\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19315.9650\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19318.3041\nEpoch 326/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19231.6139\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19179.5116\nEpoch 328/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19228.8200\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19323.8110\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19074.8339\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19171.2282\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18864.2351\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18635.3771\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19441.7341\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18591.8173\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18502.4312\nEpoch 337/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18546.0449\nEpoch 338/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17886.6349\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19825.1941\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17486.1997\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18757.6104\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18175.9785\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18828.4316\nEpoch 344/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18787.2295\nEpoch 345/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18025.0229\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17947.0510\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17690.3622\nEpoch 348/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17177.8728\nEpoch 349/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17560.3366\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17336.9632\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17535.0410\nEpoch 352/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17070.2765\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16883.2912\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17526.8536\nEpoch 355/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16806.0432\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17317.6238\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16544.3986\nEpoch 358/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16695.8835\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16434.3571\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16774.3871\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15808.5939\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16763.5890\nEpoch 363/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16028.1095\nEpoch 364/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16149.0965\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16049.2654\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16904.4254\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16119.7689\nEpoch 368/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16421.4328\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16536.0431\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16010.7458\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16385.5000\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16051.9985\nEpoch 373/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15748.3255\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18107.2623\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15711.6894\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15851.6016\nEpoch 377/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15914.2342\nEpoch 378/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14517.8077\nEpoch 379/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14527.6992\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14742.5955\nEpoch 381/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14382.8416\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14022.8898\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15124.6715\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15966.2688\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15866.0339\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16664.4559\nEpoch 387/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16985.2036\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14758.3332\nEpoch 389/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14385.3891\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14160.9478\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13792.4001\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13964.0641\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13757.8483\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13932.7951\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13897.3120\nEpoch 396/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13835.8670\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13909.9223\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13303.3332\nEpoch 399/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14427.5040\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13863.4839\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13378.0015\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13780.4680\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13081.5231\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13045.6378\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13064.6627\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13027.3592\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12963.6333\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13097.6547\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13027.2203\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13102.2529\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12663.8709\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13217.2869\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12905.0531\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12492.1852\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13707.5228\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12812.9334\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12496.2119\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13005.3517\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12645.5898\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12982.3303\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12552.6069\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12857.4277\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12645.4666\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12453.0110\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12368.8637\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12591.2754\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12538.8516\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12477.0042\nEpoch 429/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12385.9141\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12355.7442\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12172.7646\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12177.9037\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12157.1637\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12168.3598\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12211.0555\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12056.3596\nEpoch 437/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12007.0131\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12018.6966\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11977.0428\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12150.2452\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11803.4523\nEpoch 442/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13069.8691\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13328.2366\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13449.1539\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13820.9685\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13143.7863\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12543.2028\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12477.7710\nEpoch 449/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14054.3744\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14394.3290\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12892.3847\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14122.8097\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15016.9620\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16185.6053\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15320.0870\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15450.3744\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16508.3493\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12807.2117\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12251.9832\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13844.9565\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15188.7209\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14914.2749\nEpoch 463/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14544.4428\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13112.7001\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12842.6335\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13318.6742\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13172.9002\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13871.4674\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11994.5753\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13790.9276\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12372.3359\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14765.1195\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11889.0072\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13054.1559\nEpoch 475/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12061.3898\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12031.4607\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12488.1188\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12452.5456\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11770.8308\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11513.6770\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11694.9378\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11175.6663\nEpoch 483/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11224.6955\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11762.0844\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11380.8198\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11578.7401\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11435.4438\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11122.0212\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10902.2041\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11028.1103\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11129.1644\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10880.0693\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10994.3503\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10803.7867\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11070.5363\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11102.6799\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10817.2888\nEpoch 498/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10837.9845\nEpoch 499/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10676.1561\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10849.8569\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10666.5748\nEpoch 502/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10777.1489\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10782.5165\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10709.0215\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10816.9715\nEpoch 506/800\n91/91 [==============================] - 0s 4ms/sample - loss: 10674.0173\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10599.3178\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10523.1044\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10514.7714\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10567.5908\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10684.3801\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10712.3164\nEpoch 513/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10728.0848\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10422.4605\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10978.8621\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11289.4351\nEpoch 517/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11297.0909\nEpoch 518/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11089.0157\nEpoch 519/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11257.9037\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11583.4241\nEpoch 521/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11332.3748\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11429.8216\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11634.7814\nEpoch 524/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10787.2573\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11550.1146\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12749.5964\nEpoch 527/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11245.3116\nEpoch 528/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12086.5484\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11139.6000\nEpoch 530/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10884.6359\nEpoch 531/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10763.7556\nEpoch 532/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10647.9050\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10500.5429\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10825.6729\nEpoch 535/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10723.1314\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10723.3341\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11258.7961\nEpoch 538/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11104.9985\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10457.5859\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11008.8547\nEpoch 541/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10654.0255\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10354.0358\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10298.6177\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10332.4535\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10532.1011\nEpoch 546/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10492.6080\nEpoch 547/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10668.6826\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10546.4273\nEpoch 549/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10141.6851\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10341.3667\nEpoch 551/800\n91/91 [==============================] - 0s 4ms/sample - loss: 10564.9639\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10156.4668\nEpoch 553/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10197.2020\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10361.2885\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10358.7382\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10291.6578\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10260.2426\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9941.1852\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9908.9174\nEpoch 560/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9948.8075\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9942.3631\nEpoch 562/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9882.4062\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9902.1551\nEpoch 564/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9924.3198\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9828.5855\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9843.6946\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10178.3354\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9822.0564\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10161.7903\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10811.4206\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10099.8119\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10853.8392\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10036.6744\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10949.2475\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10436.9393\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10141.7125\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9939.8414\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10998.2443\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10377.3488\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10398.1617\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10462.1202\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10311.1059\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10342.4891\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10085.2784\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10230.2615\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10032.4457\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9911.7124\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9928.5536\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9828.8632\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9779.8242\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9809.7788\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10475.4694\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12561.5768\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12320.7039\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12316.7053\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13072.4625\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12953.3235\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11474.7495\nEpoch 599/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10539.0969\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9528.8071\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9261.0847\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9638.1221\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9974.3752\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11237.8868\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11421.5402\nEpoch 606/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10779.9939\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9646.3083\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9328.7040\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9242.5861\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9203.0376\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10355.3374\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9663.3841\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9478.7564\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9531.5580\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9282.2474\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9485.5291\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9736.9490\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9215.7970\nEpoch 619/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9872.5455\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9097.4510\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9332.5881\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9540.7684\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9016.8326\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9366.4725\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8982.7374\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8874.5047\nEpoch 627/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8908.6232\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9084.2738\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9406.4976\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9405.4781\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9162.7174\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9155.7007\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9992.5809\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9396.3052\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11829.4423\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10539.5597\nEpoch 637/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9560.4391\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9864.0490\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9940.5053\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9910.9760\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9309.8890\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9722.3628\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9642.4893\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9309.5846\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10175.4150\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9294.1215\nEpoch 647/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9652.2079\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8883.1491\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9152.8296\nEpoch 650/800\n91/91 [==============================] - 0s 4ms/sample - loss: 8362.8073\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9220.8658\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9690.3060\nEpoch 653/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10376.4358\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11446.9009\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13118.8043\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11484.1986\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9376.1039\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9600.9744\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9369.1725\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9587.0567\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9103.2599\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8769.5298\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9022.7294\nEpoch 664/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8706.9907\nEpoch 665/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8817.4232\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8646.5044\nEpoch 667/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8677.6318\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8334.4375\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8835.9487\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8414.5940\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8278.6602\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9098.7072\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9398.8301\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9454.8634\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8756.0385\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8275.1258\nEpoch 677/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8100.9530\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8271.9226\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8732.2549\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8799.4679\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7824.4147\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8240.2266\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7759.3892\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7737.9881\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10132.9696\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8207.7790\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9015.7702\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9557.3654\nEpoch 689/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8782.2089\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8656.5493\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8516.7761\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8072.7581\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8244.0755\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7970.7362\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7980.4693\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7801.0398\nEpoch 697/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7900.4043\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8430.4247\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7997.4984\nEpoch 700/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8421.8029\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7932.8963\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9324.0961\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9314.8222\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8979.7350\nEpoch 705/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8509.6410\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8199.5540\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9952.2711\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11597.9605\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16544.9383\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15922.0377\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16052.7920\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17109.5973\nEpoch 713/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16721.6553\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14138.8230\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12623.7105\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9833.6013\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8767.9842\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9453.2936\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8231.0992\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9437.0318\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8207.7468\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7995.7097\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7978.0995\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7732.3850\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7684.2689\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7913.8020\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7709.5692\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7609.7894\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7731.2714\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7545.1139\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7789.6457\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7756.0282\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7513.1651\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8573.4542\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8451.2640\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8842.8005\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9988.7514\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 11201.8632\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10621.8741\nEpoch 740/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10716.5031\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9434.0409\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9757.4555\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8972.0689\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9450.8544\nEpoch 745/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9675.5350\nEpoch 746/800\n91/91 [==============================] - 0s 4ms/sample - loss: 10175.9878\nEpoch 747/800\n91/91 [==============================] - 0s 4ms/sample - loss: 9233.4158\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8143.3709\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8333.0917\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8976.7299\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8680.2245\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8788.8216\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 8958.5827\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 7925.1624\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9300.0703\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12625.0525\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10658.5696\nEpoch 758/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16305.2365\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15167.8303\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13219.3888\nEpoch 761/800\n91/91 [==============================] - 0s 4ms/sample - loss: 12771.7982\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12097.2275\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16145.6713\nEpoch 764/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12048.6406\nEpoch 765/800\n91/91 [==============================] - 0s 4ms/sample - loss: 10128.2166\nEpoch 766/800\n91/91 [==============================] - 0s 4ms/sample - loss: 9855.9069\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 9643.3318\nEpoch 768/800\n91/91 [==============================] - 0s 3ms/sample - loss: 10273.1113\nEpoch 769/800\n91/91 [==============================] - 0s 4ms/sample - loss: 14142.1604\nEpoch 770/800\n91/91 [==============================] - 0s 4ms/sample - loss: 15249.3624\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16452.6087\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14861.6432\nEpoch 773/800\n91/91 [==============================] - 0s 4ms/sample - loss: 14867.3571\nEpoch 774/800\n91/91 [==============================] - 0s 4ms/sample - loss: 14011.1326\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14172.7731\nEpoch 776/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16517.9035\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18532.5342\nEpoch 778/800\n91/91 [==============================] - 0s 4ms/sample - loss: 17859.2184\nEpoch 779/800\n91/91 [==============================] - 0s 4ms/sample - loss: 15414.9128\nEpoch 780/800\n91/91 [==============================] - 0s 4ms/sample - loss: 13867.4359\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 13158.7980\nEpoch 782/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14116.8093\nEpoch 783/800\n91/91 [==============================] - 0s 4ms/sample - loss: 13092.5714\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 12407.3803\nEpoch 785/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16344.4773\nEpoch 786/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19102.0586\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19881.6615\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19597.4954\nEpoch 789/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19225.8201\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17891.5449\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 14502.8981\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17637.2240\nEpoch 793/800\n91/91 [==============================] - 0s 3ms/sample - loss: 15637.5951\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19807.2845\nEpoch 795/800\n91/91 [==============================] - 0s 3ms/sample - loss: 20634.7458\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19476.5114\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 19007.7683\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 18958.7506\nEpoch 799/800\n91/91 [==============================] - 0s 3ms/sample - loss: 17881.1708\nEpoch 800/800\n91/91 [==============================] - 0s 3ms/sample - loss: 16617.7038\n2 relu 10 <tensorflow.python.keras.optimizer_v2.adam.Adam object at 0x1055a97d0> mean_absolute_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 8s 88ms/sample - loss: 179.2172\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 169.9303\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4844\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.8591\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 138.3695\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 99.6553\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 93.8967\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 103.2576\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 106.5268\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 122.6188\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 163.6300\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.3332\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.2574\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.1752\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.1059\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.8671\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.6850\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.5970\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.4879\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.3550\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.1897\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.0038\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.7740\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.5822\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.3448\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.9868\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.6296\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.4624\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.4097\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.2351\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.0882\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 178.0142\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.9417\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.8821\nEpoch 35/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.8568\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.7572\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.7003\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.6630\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.6256\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.6322\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.6041\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.5519\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.5531\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.4773\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.4463\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.4399\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.4582\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.3700\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.3625\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.4273\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.2630\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.1711\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.1463\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.1247\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.0747\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.0699\nEpoch 57/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.0039\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.9906\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.1393\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.9433\nEpoch 61/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.9353\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.9158\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.0768\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.1056\nEpoch 65/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.0306\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 177.0298\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.8192\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.7827\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.7685\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.7473\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.7312\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.7402\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.6999\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.7071\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.6872\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4365\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.6312\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3904\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3867\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3531\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3396\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3232\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.2985\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.2765\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.2491\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4935\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4450\nEpoch 88/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4040\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3734\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3520\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3387\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3422\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.1475\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.1067\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.0947\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.0886\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.0152\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.2475\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.2135\nEpoch 100/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4560\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4464\nEpoch 102/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4257\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.8115\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.8986\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.5941\nEpoch 106/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4461\nEpoch 107/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.1002\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.3285\nEpoch 109/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.2750\nEpoch 110/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.1640\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.8037\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.8425\nEpoch 113/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.7140\nEpoch 114/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.1037\nEpoch 115/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.6715\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.6215\nEpoch 117/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.5772\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.8251\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.4754\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.8065\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.6883\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.5645\nEpoch 123/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.4049\nEpoch 124/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.0447\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.1529\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.2123\nEpoch 127/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.8448\nEpoch 128/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.8030\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.7603\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.6631\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.6286\nEpoch 132/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.6159\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.6468\nEpoch 134/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.5818\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.4100\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.4106\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.4793\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.4324\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.2092\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.1179\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.8119\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.6733\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.9935\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.0187\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.3988\nEpoch 146/800\n91/91 [==============================] - 0s 3ms/sample - loss: 175.1142\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.8669\nEpoch 148/800\n91/91 [==============================] - 0s 3ms/sample - loss: 176.1152\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.9098\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.9420\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.3236\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 174.0008\nEpoch 153/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.9613\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.0410\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.0897\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.4485\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.4807\nEpoch 158/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.5333\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.4931\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.1258\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.3580\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.2862\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.1618\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.0691\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.6627\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.5288\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.8794\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.0708\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.1570\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.2700\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.3848\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.8259\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.3911\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.2636\nEpoch 175/800\n91/91 [==============================] - 0s 4ms/sample - loss: 173.1904\nEpoch 176/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.1917\nEpoch 177/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.9799\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.3101\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.8101\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.7456\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.7247\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 173.0579\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.9267\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.9515\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.3277\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.0527\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.2211\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.7910\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.9859\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.0940\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 169.8224\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 167.7973\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 167.6244\nEpoch 194/800\n91/91 [==============================] - 0s 3ms/sample - loss: 169.0481\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 168.2962\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 167.8195\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 167.6702\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 170.0771\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 170.4527\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.2372\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.1045\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.0409\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.0155\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 170.9592\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.8065\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.9262\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.8993\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.7485\nEpoch 209/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.6038\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.6624\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.7098\nEpoch 212/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.6880\nEpoch 213/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.6108\nEpoch 214/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.5068\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.4284\nEpoch 216/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.5321\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 172.4890\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 171.0180\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 166.5976\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 221/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 224/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 225/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 236/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 250/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 271/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 281/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 298/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 299/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 307/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 313/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 316/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 326/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 328/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 337/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 338/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 344/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 345/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 348/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 349/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 352/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 355/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 358/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 363/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 364/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 368/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 373/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 377/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 378/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 379/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 381/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 387/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 389/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 396/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 399/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 429/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 437/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 442/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 449/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 463/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 475/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 483/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 498/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 499/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 502/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 506/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 513/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 517/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 518/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 519/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 521/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 524/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 527/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 528/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 530/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 531/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 532/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 535/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 538/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 541/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 546/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 547/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 549/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 551/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 553/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 560/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 562/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 564/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 599/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 606/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 619/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 627/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 637/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 647/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 650/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 653/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 664/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 665/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 667/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 677/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 689/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 697/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 700/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 705/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 713/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 740/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 745/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 746/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 747/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 758/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 761/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 764/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 765/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 766/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 768/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 769/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 770/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 773/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 774/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 776/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 778/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 779/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 780/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 782/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 783/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 785/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 786/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 789/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 793/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 795/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 799/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 800/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\n2 relu 10 <tensorflow.python.keras.optimizer_v2.rmsprop.RMSprop object at 0x1055a9450> mean_squared_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 9s 101ms/sample - loss: 115994.5838\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5751\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5665\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5867\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5879\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5585\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5676\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5777\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5738\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5689\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5767\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5528\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5849\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5871\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5680\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5767\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5425\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5686\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5832\nEpoch 35/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5775\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5808\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5614\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5851\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5832\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5759\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5742\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5848\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5745\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5758\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5841\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 57/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5544\nEpoch 61/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5725\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5695\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 65/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5533\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5759\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5861\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5857\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5598\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5579\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5689\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5835\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5852\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5485\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5646\nEpoch 88/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5355\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5727\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5820\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5731\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5874\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5853\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5606\nEpoch 100/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5837\nEpoch 102/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5753\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5827\nEpoch 106/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 107/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5422\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5681\nEpoch 109/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5767\nEpoch 110/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5592\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5869\nEpoch 113/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 114/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 115/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5852\nEpoch 117/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5740\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5298\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5864\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5815\nEpoch 123/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5707\nEpoch 124/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5585\nEpoch 127/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 128/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5664\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5832\nEpoch 132/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5711\nEpoch 134/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5547\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5736\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5820\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5813\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 146/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 148/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5510\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 153/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5784\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5735\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5718\nEpoch 158/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5474\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5848\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5567\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5543\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5801\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5618\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5597\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 175/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5841\nEpoch 176/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5693\nEpoch 177/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5755\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5601\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5574\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5643\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5719\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5700\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5690\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5686\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5735\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 194/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5827\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5700\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5372\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5836\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5871\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5771\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5642\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5731\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5712\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5520\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 209/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5567\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5611\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5573\nEpoch 212/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5828\nEpoch 213/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5663\nEpoch 214/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5752\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 216/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5422\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5511\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5766\nEpoch 221/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5806\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 224/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 225/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5720\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5788\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5546\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5468\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5865\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5752\nEpoch 236/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5551\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5644\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5694\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5779\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5825\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5791\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5784\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5848\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5604\nEpoch 250/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5742\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5788\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5577\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5707\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5729\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5618\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5637\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5759\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5843\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5758\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5716\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5654\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5737\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5750\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5764\nEpoch 271/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5732\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5833\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5601\nEpoch 281/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5791\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5776\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5767\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5480\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5835\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5713\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5565\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5669\nEpoch 298/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 299/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5671\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5611\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5753\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5837\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 307/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5825\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5515\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5697\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5543\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5529\nEpoch 313/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 316/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5695\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5823\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5718\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5716\nEpoch 326/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5637\nEpoch 328/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5628\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5251\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5789\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5755\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5760\nEpoch 337/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5336\nEpoch 338/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5398\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5711\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5533\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 344/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5701\nEpoch 345/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5640\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 348/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5852\nEpoch 349/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5796\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 352/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5711\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5813\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5771\nEpoch 355/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5867\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 358/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5589\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5399\nEpoch 363/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 364/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5716\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 368/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5694\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5721\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5622\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 373/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5785\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5678\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5729\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5577\nEpoch 377/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5701\nEpoch 378/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 379/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5544\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5815\nEpoch 381/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5704\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5738\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 387/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5777\nEpoch 389/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5838\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5823\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 396/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5549\nEpoch 399/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5750\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5507\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5771\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5855\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5750\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5664\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5841\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5727\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5691\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5763\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 429/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5815\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5625\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5526\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5836\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5661\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5668\nEpoch 437/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5842\nEpoch 442/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5721\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5689\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5855\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5747\nEpoch 449/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5769\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5827\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5717\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5616\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5750\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5516\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5801\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5847\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 463/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5781\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5806\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5791\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5725\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5865\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5757\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 475/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5635\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5808\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5712\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5743\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5495\nEpoch 483/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5598\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5568\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5879\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5714\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5832\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5758\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5503\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5848\nEpoch 498/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5857\nEpoch 499/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5644\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5596\nEpoch 502/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5739\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5627\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5788\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 506/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5872\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5637\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5737\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5782\nEpoch 513/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5646\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 517/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5752\nEpoch 518/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 519/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5681\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5742\nEpoch 521/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 524/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5773\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5654\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 527/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5818\nEpoch 528/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 530/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 531/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5820\nEpoch 532/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5852\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 535/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5764\nEpoch 538/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5748\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5616\nEpoch 541/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5856\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 546/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 547/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5836\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5640\nEpoch 549/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5716\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5861\nEpoch 551/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5555\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 553/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5836\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5660\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5664\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5670\nEpoch 560/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5743\nEpoch 562/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5688\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 564/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5615\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5624\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5833\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5428\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5841\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5806\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5622\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5610\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5580\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5690\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5434\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5839\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5723\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5696\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5847\nEpoch 599/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5567\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5520\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5732\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5696\nEpoch 606/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5688\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5733\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5335\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5857\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5738\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5551\nEpoch 619/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5757\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5813\nEpoch 627/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5692\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5801\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5659\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5720\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5852\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5815\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 637/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5771\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5752\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5517\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 647/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5652\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 650/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 653/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5741\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5842\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5835\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5397\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5726\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 664/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5828\nEpoch 665/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5731\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5765\nEpoch 667/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5852\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5808\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5788\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5726\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5640\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5782\nEpoch 677/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5766\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5815\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5753\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5474\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5776\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5841\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5532\nEpoch 689/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5753\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5439\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5652\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5877\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5317\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5666\nEpoch 697/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5837\nEpoch 700/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 705/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5752\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5683\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5803\nEpoch 713/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5537\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5548\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5715\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5860\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5820\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5601\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5637\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5789\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5789\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5772\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5758\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5715\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5633\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5771\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5730\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5572\nEpoch 740/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5439\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5740\nEpoch 745/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5808\nEpoch 746/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5755\nEpoch 747/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5837\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5835\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5803\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5729\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5577\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5808\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5775\nEpoch 758/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5714\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5775\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5686\nEpoch 761/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5690\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5743\nEpoch 764/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 765/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5761\nEpoch 766/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5596\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5710\nEpoch 768/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5837\nEpoch 769/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5813\nEpoch 770/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5731\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5572\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5494\nEpoch 773/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5803\nEpoch 774/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5776\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 776/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5754\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 778/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 779/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 780/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 782/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5698\nEpoch 783/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 785/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 786/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5784\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5759\nEpoch 789/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5631\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5404\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5631\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 793/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5737\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 795/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5860\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 799/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5815\nEpoch 800/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5789\n2 relu 10 <tensorflow.python.keras.optimizer_v2.rmsprop.RMSprop object at 0x1055a9450> mean_absolute_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 9s 98ms/sample - loss: 179.7201\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 35/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 57/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 61/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 65/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 88/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 100/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 102/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 106/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 107/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 109/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 110/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 113/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 114/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 115/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 117/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 123/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 124/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 127/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 128/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 132/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 134/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 146/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 148/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 153/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 158/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 175/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 176/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 177/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 194/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 209/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 212/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 213/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 214/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 216/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 221/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 224/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 225/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 236/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 250/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 271/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 281/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 298/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 299/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 307/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 313/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 316/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 326/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 328/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 337/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 338/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 344/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 345/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 348/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 349/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 352/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 355/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 358/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 363/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 364/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 368/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 373/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 377/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 378/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 379/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 381/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 387/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 389/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 396/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 399/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 429/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 437/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 442/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 449/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 463/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 475/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 483/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 498/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 499/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 502/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 506/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 513/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 517/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 518/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 519/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 521/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 524/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 527/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 528/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 530/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 531/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 532/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 535/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 538/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 541/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 546/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 547/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 549/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 551/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 553/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 560/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 562/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 564/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 599/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 606/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 619/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 627/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 637/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 647/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 650/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 653/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 664/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 665/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 667/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 677/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 689/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 697/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 700/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 705/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 713/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 740/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 745/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 746/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 747/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 758/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 761/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 764/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 765/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 766/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 768/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 769/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 770/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 773/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 774/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 776/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 778/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 779/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 780/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 782/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 783/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 785/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 786/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 789/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 793/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 795/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 799/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 800/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\n2 relu 10 <tensorflow.python.keras.optimizer_v2.adam.Adam object at 0x1055a9290> mean_squared_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 9s 99ms/sample - loss: 115994.5805\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5490\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5764\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5555\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5782\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5597\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5857\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5842\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5750\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5853\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5759\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5769\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5601\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5813\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5791\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5628\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5823\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5827\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5770\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5306\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5683\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5510\nEpoch 35/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5702\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5702\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5760\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5677\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5740\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5770\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5561\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5730\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5779\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5764\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5772\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5617\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5561\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5701\nEpoch 57/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5731\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 61/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5800\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5746\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5779\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5650\nEpoch 65/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5807\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5848\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5616\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5671\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5841\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5833\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5705\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5820\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5506\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5681\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5411\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5735\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5855\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5700\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5755\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5879\nEpoch 88/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5800\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5614\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5655\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5820\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5732\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5692\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5884\nEpoch 100/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5592\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5750\nEpoch 102/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5701\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5806\nEpoch 106/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5563\nEpoch 107/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5821\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5796\nEpoch 109/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5844\nEpoch 110/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5826\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5711\nEpoch 113/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5786\nEpoch 114/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5845\nEpoch 115/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5768\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5682\nEpoch 117/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5791\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5702\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5833\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5525\nEpoch 123/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5621\nEpoch 124/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5762\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5849\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 127/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5805\nEpoch 128/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5843\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5853\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5806\nEpoch 132/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5586\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 134/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5829\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5803\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5713\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5827\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5855\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5857\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5779\nEpoch 146/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5395\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 148/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5832\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5545\nEpoch 153/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5752\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5573\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 158/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5837\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5842\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5755\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5527\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5862\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5755\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5820\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5584\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5869\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5514\nEpoch 175/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5823\nEpoch 176/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5780\nEpoch 177/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5655\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5771\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5764\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5772\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5806\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5784\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5410\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5674\nEpoch 194/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5512\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5582\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5803\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5844\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5597\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5779\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5677\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 209/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5664\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 212/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5689\nEpoch 213/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5793\nEpoch 214/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5820\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 216/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5851\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5769\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 221/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5743\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5767\nEpoch 224/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5826\nEpoch 225/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5737\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5650\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5712\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5808\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5777\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5779\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5788\nEpoch 236/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5760\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5841\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5738\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5754\nEpoch 250/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5645\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5702\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5823\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5638\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5718\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5769\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5661\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5723\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5698\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5652\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5665\nEpoch 271/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5744\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5862\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5691\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5843\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5680\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5823\nEpoch 281/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5734\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5848\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5865\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5813\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5708\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5777\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5758\nEpoch 298/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 299/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5699\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5857\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5871\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5718\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5751\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5832\nEpoch 307/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 313/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5658\nEpoch 316/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5751\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5752\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5833\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5757\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5719\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5791\nEpoch 326/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5820\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 328/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5855\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5864\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5756\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5764\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5747\nEpoch 337/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5853\nEpoch 338/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5781\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5675\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5669\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 344/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 345/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5546\nEpoch 348/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5733\nEpoch 349/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5491\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5572\nEpoch 352/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5651\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5695\nEpoch 355/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5497\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5843\nEpoch 358/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5691\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5649\nEpoch 363/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5827\nEpoch 364/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5869\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5851\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5705\nEpoch 368/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5833\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5755\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5718\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5665\nEpoch 373/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5757\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5710\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5833\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 377/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 378/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5556\nEpoch 379/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5769\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5832\nEpoch 381/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5766\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5835\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5791\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5552\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 387/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 389/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5476\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5725\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5714\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5726\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5864\nEpoch 396/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5839\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5490\nEpoch 399/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5756\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5705\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5675\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5700\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5716\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5849\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5758\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5425\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5755\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5750\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5601\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5791\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5860\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5844\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5601\nEpoch 429/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5584\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5723\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5881\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5835\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 437/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5705\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5806\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5718\nEpoch 442/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5827\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5767\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 449/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5694\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5627\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5610\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5777\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 463/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5747\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5658\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5789\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5770\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5813\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5835\nEpoch 475/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5759\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5587\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5837\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5616\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5849\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 483/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5798\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5818\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5857\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5689\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5823\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5848\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5748\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5853\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5742\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5836\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5871\nEpoch 498/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5828\nEpoch 499/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5778\nEpoch 502/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5752\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5883\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5871\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 506/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5683\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 513/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5848\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 517/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 518/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5794\nEpoch 519/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5685\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 521/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5789\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5646\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 524/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5787\nEpoch 527/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5863\nEpoch 528/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 530/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5883\nEpoch 531/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 532/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5727\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5835\nEpoch 535/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5753\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5728\nEpoch 538/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5742\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5791\nEpoch 541/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5709\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5708\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5813\nEpoch 546/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5833\nEpoch 547/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5697\nEpoch 549/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5764\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 551/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5834\nEpoch 553/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5841\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5726\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5784\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5779\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5613\nEpoch 560/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 562/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5843\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 564/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5750\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5749\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5820\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5612\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5769\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5745\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5742\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5789\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5445\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5495\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5724\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5765\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5536\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5703\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5840\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5740\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5855\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5397\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5471\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5731\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5860\nEpoch 599/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5806\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5697\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5832\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5769\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5733\nEpoch 606/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5670\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5582\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5837\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5487\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5820\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5696\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5760\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5773\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5726\nEpoch 619/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5802\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5799\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5705\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5777\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5634\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 627/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5562\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5482\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5681\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5863\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5766\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5596\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5830\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5654\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 637/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5725\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5863\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5599\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5757\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5604\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 647/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5870\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 650/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5755\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5563\nEpoch 653/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5781\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5763\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5802\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5849\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5682\nEpoch 664/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 665/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5608\nEpoch 667/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5730\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5785\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5729\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5786\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5540\nEpoch 677/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5672\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5836\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5746\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5751\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5811\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5776\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5674\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 689/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5785\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5580\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5843\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5828\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5776\nEpoch 697/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5789\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5856\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5808\nEpoch 700/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5781\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5848\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5831\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5771\nEpoch 705/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5827\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5797\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5747\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5833\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5700\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5783\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5810\nEpoch 713/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5803\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5644\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5813\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5812\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5717\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5683\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5822\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5793\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5826\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5687\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5621\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5534\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5896\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5677\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5795\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5762\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5816\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5892\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5675\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5662\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5824\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5845\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5872\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5765\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5490\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5788\nEpoch 740/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5825\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5829\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5859\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5598\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5770\nEpoch 745/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5818\nEpoch 746/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5776\nEpoch 747/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5768\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5814\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5833\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5623\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5720\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5784\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5855\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5817\nEpoch 758/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5619\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5807\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 761/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5778\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5825\nEpoch 764/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5762\nEpoch 765/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5842\nEpoch 766/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5767\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5880\nEpoch 768/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5700\nEpoch 769/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5846\nEpoch 770/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5819\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5735\nEpoch 773/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5805\nEpoch 774/800\n91/91 [==============================] - 0s 4ms/sample - loss: 115994.5743\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5839\nEpoch 776/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5850\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5804\nEpoch 778/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5837\nEpoch 779/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5871\nEpoch 780/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5841\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5610\nEpoch 782/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5780\nEpoch 783/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5792\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5644\nEpoch 785/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5821\nEpoch 786/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5857\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5769\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5776\nEpoch 789/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5790\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5741\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5830\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5577\nEpoch 793/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5838\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 795/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5636\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5800\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5798\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5809\nEpoch 799/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5870\nEpoch 800/800\n91/91 [==============================] - 0s 3ms/sample - loss: 115994.5774\n2 relu 10 <tensorflow.python.keras.optimizer_v2.adam.Adam object at 0x1055a9290> mean_absolute_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 9s 97ms/sample - loss: 5763641.9650\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 23/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 24/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 25/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 26/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 27/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 28/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 29/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 30/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 31/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 32/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 33/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 34/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 35/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 36/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 37/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 38/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 39/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 40/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 41/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 42/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 43/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 44/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 45/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 46/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 47/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 48/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 49/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 50/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 51/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 52/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 53/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 54/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 55/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 56/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 57/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 58/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 59/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 60/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 61/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 62/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 63/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 64/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 65/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 66/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 67/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 68/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 69/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 70/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 71/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 72/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 73/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 74/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 75/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 76/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 77/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 78/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 79/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 80/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 81/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 82/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 83/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 84/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 85/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 86/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 87/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 88/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 89/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 90/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 91/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 92/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 93/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 94/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 95/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 96/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 97/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 98/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 99/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 100/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 101/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 102/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 103/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 104/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 105/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 106/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 107/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 108/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 109/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 110/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 111/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 112/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 113/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 114/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 115/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 116/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 117/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 118/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 119/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 120/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 121/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 122/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 123/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 124/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 125/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 126/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 127/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 128/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 129/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 130/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 131/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 132/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 133/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 134/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 135/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 136/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 137/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 138/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 139/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 140/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 141/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 142/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 143/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 144/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 145/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 146/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 147/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 148/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 149/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 150/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 151/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 152/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 153/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 154/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 155/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 156/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 157/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 158/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 159/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 160/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 161/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 162/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 163/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 164/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 165/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 166/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 167/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 168/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 169/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 170/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 171/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 172/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 173/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 174/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 175/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 176/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 177/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 178/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 179/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 180/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 181/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 182/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 183/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 184/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 185/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 186/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 187/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 188/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 189/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 190/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 191/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 192/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 193/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 194/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 195/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 196/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 197/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 198/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 199/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 200/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 201/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 202/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 203/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 204/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 205/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 206/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 207/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 208/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 209/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 210/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 211/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 212/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 213/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 214/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 215/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 216/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 217/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 218/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 219/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 220/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 221/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 222/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 223/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 224/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 225/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 226/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 227/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 228/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 229/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 230/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 231/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 232/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 233/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 234/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 235/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 236/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 237/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 238/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 239/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 240/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 241/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 242/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 243/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 244/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 245/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 246/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 247/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 248/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 249/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 250/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 251/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 252/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 253/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 254/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 255/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 256/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 257/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 258/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 259/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 260/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 261/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 262/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 263/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 264/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 265/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 266/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 267/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 268/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 269/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 270/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 271/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 272/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 273/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 274/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 275/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 276/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 277/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 278/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 279/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 280/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 281/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 282/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 283/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 284/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 285/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 286/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 287/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 288/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 289/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 290/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 291/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 292/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 293/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 294/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 295/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 296/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 297/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 298/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 299/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 300/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 301/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 302/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 303/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 304/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 305/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 306/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 307/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 308/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 309/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 310/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 311/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 312/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 313/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 314/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 315/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 316/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 317/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 318/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 319/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 320/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 321/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 322/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 323/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 324/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 325/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 326/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 327/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 328/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 329/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 330/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 331/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 332/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 333/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 334/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 335/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 336/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 337/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 338/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 339/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 340/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 341/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 342/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 343/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 344/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 345/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 346/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 347/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 348/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 349/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 350/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 351/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 352/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 353/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 354/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 355/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 356/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 357/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 358/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 359/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 360/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 361/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 362/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 363/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 364/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 365/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 366/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 367/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 368/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 369/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 370/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 371/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 372/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 373/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 374/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 375/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 376/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 377/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 378/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 379/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 380/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 381/800\n91/91 [==============================] - 0s 5ms/sample - loss: 179.7201\nEpoch 382/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 383/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 384/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 385/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 386/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 387/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 388/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 389/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 390/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 391/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 392/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 393/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 394/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 395/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 396/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 397/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 398/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 399/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 400/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 401/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 402/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 403/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 404/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 405/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 406/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 407/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 408/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 409/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 410/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 411/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 412/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 413/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 414/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 415/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 416/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 417/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 418/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 419/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 420/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 421/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 422/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 423/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 424/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 425/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 426/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 427/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 428/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 429/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 430/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 431/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 432/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 433/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 434/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 435/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 436/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 437/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 438/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 439/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 440/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 441/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 442/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 443/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 444/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 445/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 446/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 447/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 448/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 449/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 450/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 451/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 452/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 453/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 454/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 455/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 456/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 457/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 458/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 459/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 460/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 461/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 462/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 463/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 464/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 465/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 466/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 467/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 468/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 469/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 470/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 471/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 472/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 473/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 474/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 475/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 476/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 477/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 478/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 479/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 480/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 481/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 482/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 483/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 484/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 485/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 486/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 487/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 488/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 489/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 490/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 491/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 492/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 493/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 494/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 495/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 496/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 497/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 498/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 499/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 500/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 501/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 502/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 503/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 504/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 505/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 506/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 507/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 508/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 509/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 510/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 511/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 512/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 513/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 514/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 515/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 516/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 517/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 518/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 519/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 520/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 521/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 522/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 523/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 524/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 525/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 526/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 527/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 528/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 529/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 530/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 531/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 532/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 533/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 534/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 535/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 536/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 537/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 538/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 539/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 540/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 541/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 542/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 543/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 544/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 545/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 546/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 547/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 548/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 549/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 550/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 551/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 552/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 553/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 554/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 555/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 556/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 557/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 558/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 559/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 560/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 561/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 562/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 563/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 564/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 565/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 566/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 567/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 568/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 569/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 570/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 571/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 572/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 573/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 574/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 575/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 576/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 577/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 578/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 579/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 580/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 581/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 582/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 583/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 584/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 585/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 586/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 587/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 588/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 589/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 590/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 591/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 592/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 593/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 594/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 595/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 596/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 597/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 598/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 599/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 600/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 601/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 602/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 603/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 604/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 605/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 606/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 607/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 608/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 609/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 610/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 611/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 612/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 613/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 614/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 615/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 616/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 617/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 618/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 619/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 620/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 621/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 622/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 623/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 624/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 625/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 626/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 627/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 628/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 629/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 630/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 631/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 632/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 633/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 634/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 635/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 636/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 637/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 638/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 639/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 640/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 641/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 642/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 643/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 644/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 645/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 646/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 647/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 648/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 649/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 650/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 651/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 652/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 653/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 654/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 655/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 656/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 657/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 658/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 659/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 660/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 661/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 662/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 663/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 664/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 665/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 666/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 667/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 668/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 669/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 670/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 671/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 672/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 673/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 674/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 675/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 676/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 677/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 678/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 679/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 680/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 681/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 682/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 683/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 684/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 685/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 686/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 687/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 688/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 689/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 690/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 691/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 692/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 693/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 694/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 695/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 696/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 697/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 698/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 699/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 700/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 701/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 702/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 703/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 704/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 705/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7202\nEpoch 706/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 707/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 708/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 709/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 710/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 711/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 712/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 713/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 714/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 715/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 716/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 717/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 718/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 719/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 720/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 721/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 722/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 723/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 724/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 725/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 726/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 727/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 728/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 729/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 730/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 731/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 732/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 733/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 734/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 735/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 736/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 737/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 738/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 739/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 740/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 741/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 742/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 743/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 744/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 745/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 746/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 747/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 748/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 749/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 750/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 751/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 752/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 753/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 754/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 755/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 756/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 757/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 758/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 759/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 760/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 761/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 762/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 763/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 764/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 765/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 766/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 767/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 768/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 769/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 770/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 771/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 772/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 773/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 774/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 775/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 776/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 777/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 778/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 779/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 780/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 781/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 782/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 783/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 784/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 785/800\n91/91 [==============================] - 0s 4ms/sample - loss: 179.7201\nEpoch 786/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 787/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 788/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 789/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 790/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 791/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 792/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 793/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 794/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 795/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 796/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 797/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 798/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\nEpoch 799/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7202\nEpoch 800/800\n91/91 [==============================] - 0s 3ms/sample - loss: 179.7201\n2 relu 10 <tensorflow.python.keras.optimizer_v2.rmsprop.RMSprop object at 0x13deec150> mean_squared_error\nTrain on 91 samples\nEpoch 1/800\n91/91 [==============================] - 9s 102ms/sample - loss: 98494337578295.4688\nEpoch 2/800\n91/91 [==============================] - 0s 3ms/sample - loss: 143046.7794\nEpoch 3/800\n91/91 [==============================] - 0s 3ms/sample - loss: 193037.8139\nEpoch 4/800\n91/91 [==============================] - 0s 3ms/sample - loss: 100862.4255\nEpoch 5/800\n91/91 [==============================] - 0s 3ms/sample - loss: 97243.9008\nEpoch 6/800\n91/91 [==============================] - 0s 3ms/sample - loss: 95140.9524\nEpoch 7/800\n91/91 [==============================] - 0s 3ms/sample - loss: 84526.6113\nEpoch 8/800\n91/91 [==============================] - 0s 3ms/sample - loss: 80928.9956\nEpoch 9/800\n91/91 [==============================] - 0s 3ms/sample - loss: 77022.2253\nEpoch 10/800\n91/91 [==============================] - 0s 3ms/sample - loss: 72520.7741\nEpoch 11/800\n91/91 [==============================] - 0s 3ms/sample - loss: 67514.8721\nEpoch 12/800\n91/91 [==============================] - 0s 3ms/sample - loss: 61938.3954\nEpoch 13/800\n91/91 [==============================] - 0s 3ms/sample - loss: 55682.3855\nEpoch 14/800\n91/91 [==============================] - 0s 3ms/sample - loss: 49936.0546\nEpoch 15/800\n91/91 [==============================] - 0s 3ms/sample - loss: 44824.8942\nEpoch 16/800\n91/91 [==============================] - 0s 3ms/sample - loss: 41902.6343\nEpoch 17/800\n91/91 [==============================] - 0s 3ms/sample - loss: 37712.6427\nEpoch 18/800\n91/91 [==============================] - 0s 3ms/sample - loss: 32888.4828\nEpoch 19/800\n91/91 [==============================] - 0s 3ms/sample - loss: 591675.9766\nEpoch 20/800\n91/91 [==============================] - 0s 3ms/sample - loss: 73770.6739\nEpoch 21/800\n91/91 [==============================] - 0s 3ms/sample - loss: 64297.7794\nEpoch 22/800\n91/91 [==============================] - 0s 3ms/sample - loss: 82394.7998\nEpoch 23/800\n64/91 [====================>.........] - ETA: 0s - loss: 105215.4707"
}
],
"source": "from tensorflow.keras import Sequential\nfrom tensorflow.keras.layers import Dense, LSTM\nfrom tensorflow.keras.optimizers import Adam, RMSprop\nimport pickle\nimport time\n\ncheckpoints = []\noptimizers = []\nfor learning_rate in [0.001, 0.01, 0.1]:\n optimizers.append(Adam(learning_rate))\n optimizers.append(RMSprop(learning_rate))\n \n \nfor layers in range(2,10):\n for activation in ['relu','tanh']:\n for neurons in range(10,100,10):\n for optimizer in optimizers:\n for loss in ['mean_squared_error','mean_absolute_error']:\n print(layers,activation,neurons,optimizer,loss)\n model = Sequential()\n model.add(LSTM(neurons, input_shape=(look_ahead, 1), activation=activation, return_sequences=True))\n for i in range(layers):\n model.add(LSTM(neurons, return_sequences=True, activation=activation))\n model.add(LSTM(1, return_sequences=True, activation=activation))\n model.compile(optimizer=optimizer, loss=loss)\n history = model.fit(x,y, epochs=800)\n checkpoints.append((layers,activation,neurons,optimizer,loss, history.history['loss']))\n checkpoints_filename='checkpoints'+str(time.time())+'.pickle'\n with open(checkpoints_filename, 'wb') as f:\n pickle.dump(checkpoints, f, pickle.HIGHEST_PROTOCOL)\n client.upload_file(Filename=checkpoints_filename,Bucket=bucket,Key=checkpoints_filename)\n\n\n\n\n\n\n"
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.6",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.9"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment