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Tensor Network vs FC Controllability /
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10000epochs_3xTNLayers.ipynb
10540 lines (10540 with data), 588.0 kB
{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"machine_shape": "hm"
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "8XnVMPBXmtRa"
},
"source": [
"# TensorNetworks in Neural Networks.\n",
"\n",
"Here, we have a small toy example of how to use a TN inside of a fully connected neural network.\n",
"\n",
"First off, let's install tensornetwork"
]
},
{
"cell_type": "code",
"metadata": {
"id": "7HGRsYNAFxME"
},
"source": [
"# !pip install tensornetwork\n",
"\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import tensorflow as tf\n",
"# Import tensornetwork\n",
"import tensornetwork as tn\n",
"import random\n",
"import time\n",
"# Set the backend to tesorflow\n",
"# (default is numpy)\n",
"tn.set_default_backend(\"tensorflow\")\n",
"np.random.seed(42)\n",
"random.seed(42)\n",
"tf.random.set_seed(42)"
],
"execution_count": 170,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "g1OMCo5XmrYu"
},
"source": [
"# TensorNetwork layer definition\n",
"\n",
"Here, we define the TensorNetwork layer we wish to use to replace the fully connected layer. Here, we simply use a 2 node Matrix Product Operator network to replace the normal dense weight matrix.\n",
"\n",
"We TensorNetwork's NCon API to keep the code short."
]
},
{
"cell_type": "code",
"metadata": {
"id": "wvSMKtPufnLp"
},
"source": [
"class TNLayer(tf.keras.layers.Layer):\n",
"\n",
" def __init__(self):\n",
" super(TNLayer, self).__init__()\n",
" # Create the variables for the layer.\n",
" self.a_var = tf.Variable(tf.random.normal(shape=(32, 32, 2),\n",
" stddev=1.0/32.0),\n",
" name=\"a\", trainable=True)\n",
" self.b_var = tf.Variable(tf.random.normal(shape=(32, 32, 2),\n",
" stddev=1.0/32.0),\n",
" name=\"b\", trainable=True)\n",
" self.bias = tf.Variable(tf.zeros(shape=(32, 32)),\n",
" name=\"bias\", trainable=True)\n",
"\n",
" def call(self, inputs):\n",
" # Define the contraction.\n",
" # We break it out so we can parallelize a batch using\n",
" # tf.vectorized_map (see below).\n",
" def f(input_vec, a_var, b_var, bias_var):\n",
" # Reshape to a matrix instead of a vector.\n",
" input_vec = tf.reshape(input_vec, (32, 32))\n",
"\n",
" # Now we create the network.\n",
" a = tn.Node(a_var)\n",
" b = tn.Node(b_var)\n",
" x_node = tn.Node(input_vec)\n",
" a[1] ^ x_node[0]\n",
" b[1] ^ x_node[1]\n",
" a[2] ^ b[2]\n",
"\n",
" # The TN should now look like this\n",
" # | |\n",
" # a --- b\n",
" # \\ /\n",
" # x\n",
"\n",
" # Now we begin the contraction.\n",
" c = a @ x_node\n",
" result = (c @ b).tensor\n",
"\n",
" # To make the code shorter, we also could've used Ncon.\n",
" # The above few lines of code is the same as this:\n",
" # result = tn.ncon([x, a_var, b_var], [[1, 2], [-1, 1, 3], [-2, 2, 3]])\n",
"\n",
" # Finally, add bias.\n",
" return result + bias_var\n",
"\n",
" # To deal with a batch of items, we can use the tf.vectorized_map\n",
" # function.\n",
" # https://www.tensorflow.org/api_docs/python/tf/vectorized_map\n",
" result = tf.vectorized_map(\n",
" lambda vec: f(vec, self.a_var, self.b_var, self.bias), inputs)\n",
" return tf.nn.relu(tf.reshape(result, (-1, 1024)))"
],
"execution_count": 171,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "V-CVqIhPnhY_"
},
"source": [
"# Smaller model\n",
"These two models are effectively the same, but notice how the TN layer has nearly 10x fewer parameters."
]
},
{
"cell_type": "code",
"metadata": {
"id": "XPBvnB95jg4b",
"outputId": "41d4bb2e-b83e-4511-d9e6-5a9885851d11",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 0
}
},
"source": [
"Dense = tf.keras.layers.Dense\n",
"fc_model = tf.keras.Sequential(\n",
" [\n",
" tf.keras.Input(shape=(2,)),\n",
" Dense(1024, activation=tf.nn.relu),\n",
" Dense(1024, activation=tf.nn.relu),\n",
" Dense(1, activation=None)])\n",
"fc_model.summary()"
],
"execution_count": 172,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Model: \"sequential_28\"\n",
"_________________________________________________________________\n",
" Layer (type) Output Shape Param # \n",
"=================================================================\n",
" dense_70 (Dense) (None, 1024) 3072 \n",
" \n",
" dense_71 (Dense) (None, 1024) 1049600 \n",
" \n",
" dense_72 (Dense) (None, 1) 1025 \n",
" \n",
"=================================================================\n",
"Total params: 1053697 (4.02 MB)\n",
"Trainable params: 1053697 (4.02 MB)\n",
"Non-trainable params: 0 (0.00 Byte)\n",
"_________________________________________________________________\n"
]
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "bbKsmK8wIFTp",
"outputId": "ecf39e35-de13-406d-abe6-cf5235ae92ce",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 0
}
},
"source": [
"tn_model = tf.keras.Sequential(\n",
" [\n",
" tf.keras.Input(shape=(2,)),\n",
" Dense(1024, activation=tf.nn.relu),\n",
" # Here, we replace the dense layer with our MPS.\n",
" TNLayer(),\n",
" TNLayer(),\n",
" TNLayer(),\n",
" Dense(1, activation=None)])\n",
"tn_model.summary()"
],
"execution_count": 173,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Model: \"sequential_29\"\n",
"_________________________________________________________________\n",
" Layer (type) Output Shape Param # \n",
"=================================================================\n",
" dense_73 (Dense) (None, 1024) 3072 \n",
" \n",
" tn_layer_42 (TNLayer) (None, 1024) 5120 \n",
" \n",
" tn_layer_43 (TNLayer) (None, 1024) 5120 \n",
" \n",
" tn_layer_44 (TNLayer) (None, 1024) 5120 \n",
" \n",
" dense_74 (Dense) (None, 1) 1025 \n",
" \n",
"=================================================================\n",
"Total params: 19457 (76.00 KB)\n",
"Trainable params: 19457 (76.00 KB)\n",
"Non-trainable params: 0 (0.00 Byte)\n",
"_________________________________________________________________\n"
]
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "GWwoYp0WnsLA"
},
"source": [
"# Training a model\n",
"\n",
"You can train the TN model just as you would a normal neural network model! Here, we give an example of how to do it in Keras."
]
},
{
"cell_type": "code",
"metadata": {
"id": "qDFzOC7sDBJ-"
},
"source": [
"X = np.concatenate([np.random.randn(20, 2) + np.array([3, 3]),\n",
" np.random.randn(20, 2) + np.array([-3, -3]),\n",
" np.random.randn(20, 2) + np.array([-3, 3]),\n",
" np.random.randn(20, 2) + np.array([3, -3])])\n",
"\n",
"Y = np.concatenate([np.ones((40)), -np.ones((40))])"
],
"execution_count": 174,
"outputs": []
},
{
"cell_type": "code",
"source": [
"seconds = time.time()\n",
"print(\"Time in seconds since beginning of run:\", seconds)\n",
"local_time = time.ctime(seconds)\n",
"print(local_time)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 0
},
"id": "19TWP-1eKURB",
"outputId": "fcdf57b7-4da5-4a53-c48b-d23230235eb1"
},
"execution_count": 175,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Time in seconds since beginning of run: 1710206121.441208\n",
"Tue Mar 12 01:15:21 2024\n"
]
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "crc0q1vbIyTj",
"outputId": "500271a5-b697-49f4-ebfc-dca50e14adbb",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 0
}
},
"source": [
"tn_model.compile(optimizer=\"adam\", loss=\"mean_squared_error\")\n",
"tn_model.fit(X, Y, epochs=10000, verbose=2)"
],
"execution_count": 176,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
"Epoch 7501/10000\n",
"3/3 - 0s - loss: 3.6847e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7502/10000\n",
"3/3 - 0s - loss: 1.4176e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7503/10000\n",
"3/3 - 0s - loss: 1.3315e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7504/10000\n",
"3/3 - 0s - loss: 1.3562e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7505/10000\n",
"3/3 - 0s - loss: 3.5881e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7506/10000\n",
"3/3 - 0s - loss: 3.4843e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7507/10000\n",
"3/3 - 0s - loss: 2.3987e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7508/10000\n",
"3/3 - 0s - loss: 3.3589e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7509/10000\n",
"3/3 - 0s - loss: 4.6705e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7510/10000\n",
"3/3 - 0s - loss: 3.6737e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7511/10000\n",
"3/3 - 0s - loss: 4.1294e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7512/10000\n",
"3/3 - 0s - loss: 8.5962e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7513/10000\n",
"3/3 - 0s - loss: 3.0935e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7514/10000\n",
"3/3 - 0s - loss: 1.0299e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7515/10000\n",
"3/3 - 0s - loss: 1.9671e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7516/10000\n",
"3/3 - 0s - loss: 8.0285e-09 - 21ms/epoch - 7ms/step\n",
"Epoch 7517/10000\n",
"3/3 - 0s - loss: 9.6124e-09 - 21ms/epoch - 7ms/step\n",
"Epoch 7518/10000\n",
"3/3 - 0s - loss: 1.2612e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7519/10000\n",
"3/3 - 0s - loss: 2.1151e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7520/10000\n",
"3/3 - 0s - loss: 3.1518e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7521/10000\n",
"3/3 - 0s - loss: 1.6810e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7522/10000\n",
"3/3 - 0s - loss: 1.1868e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7523/10000\n",
"3/3 - 0s - loss: 1.3736e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7524/10000\n",
"3/3 - 0s - loss: 1.4135e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7525/10000\n",
"3/3 - 0s - loss: 6.9993e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 7526/10000\n",
"3/3 - 0s - loss: 4.7859e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 7527/10000\n",
"3/3 - 0s - loss: 5.4375e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 7528/10000\n",
"3/3 - 0s - loss: 8.0251e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 7529/10000\n",
"3/3 - 0s - loss: 8.1296e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 7530/10000\n",
"3/3 - 0s - loss: 1.4851e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7531/10000\n",
"3/3 - 0s - loss: 1.7988e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7532/10000\n",
"3/3 - 0s - loss: 1.0098e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7533/10000\n",
"3/3 - 0s - loss: 4.6708e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 7534/10000\n",
"3/3 - 0s - loss: 1.1767e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7535/10000\n",
"3/3 - 0s - loss: 4.4939e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7536/10000\n",
"3/3 - 0s - loss: 8.5774e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7537/10000\n",
"3/3 - 0s - loss: 4.3928e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7538/10000\n",
"3/3 - 0s - loss: 5.1439e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7539/10000\n",
"3/3 - 0s - loss: 3.2817e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7540/10000\n",
"3/3 - 0s - loss: 3.4682e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7541/10000\n",
"3/3 - 0s - loss: 1.8863e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7542/10000\n",
"3/3 - 0s - loss: 1.4118e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 7543/10000\n",
"3/3 - 0s - loss: 1.4428e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7544/10000\n",
"3/3 - 0s - loss: 8.9951e-09 - 21ms/epoch - 7ms/step\n",
"Epoch 7545/10000\n",
"3/3 - 0s - loss: 4.0671e-09 - 22ms/epoch - 7ms/step\n",
"Epoch 7546/10000\n",
"3/3 - 0s - loss: 1.0051e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7547/10000\n",
"3/3 - 0s - loss: 9.2271e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 7548/10000\n",
"3/3 - 0s - loss: 2.6874e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 7549/10000\n",
"3/3 - 0s - loss: 2.3475e-09 - 21ms/epoch - 7ms/step\n",
"Epoch 7550/10000\n",
"3/3 - 0s - loss: 2.1608e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 7551/10000\n",
"3/3 - 0s - loss: 3.7797e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 7552/10000\n",
"3/3 - 0s - loss: 3.0976e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 7553/10000\n",
"3/3 - 0s - loss: 2.2616e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 7554/10000\n",
"3/3 - 0s - loss: 2.4462e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 7555/10000\n",
"3/3 - 0s - loss: 4.0078e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 7556/10000\n",
"3/3 - 0s - loss: 4.0812e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 7557/10000\n",
"3/3 - 0s - loss: 4.8939e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 7558/10000\n",
"3/3 - 0s - loss: 4.6340e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 7559/10000\n",
"3/3 - 0s - loss: 1.0155e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 7560/10000\n",
"3/3 - 0s - loss: 8.4319e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 7561/10000\n",
"3/3 - 0s - loss: 1.1075e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7562/10000\n",
"3/3 - 0s - loss: 1.1783e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7563/10000\n",
"3/3 - 0s - loss: 7.3070e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 7564/10000\n",
"3/3 - 0s - loss: 1.8333e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7565/10000\n",
"3/3 - 0s - loss: 4.1677e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7566/10000\n",
"3/3 - 0s - loss: 3.9932e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 7567/10000\n",
"3/3 - 0s - loss: 1.1043e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7568/10000\n",
"3/3 - 0s - loss: 1.4976e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7569/10000\n",
"3/3 - 0s - loss: 1.9865e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7570/10000\n",
"3/3 - 0s - loss: 3.8987e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7571/10000\n",
"3/3 - 0s - loss: 4.3574e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7572/10000\n",
"3/3 - 0s - loss: 4.8600e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7573/10000\n",
"3/3 - 0s - loss: 3.3630e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7574/10000\n",
"3/3 - 0s - loss: 3.1476e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7575/10000\n",
"3/3 - 0s - loss: 1.6619e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7576/10000\n",
"3/3 - 0s - loss: 2.2039e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7577/10000\n",
"3/3 - 0s - loss: 2.9490e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7578/10000\n",
"3/3 - 0s - loss: 1.8825e-07 - 16ms/epoch - 5ms/step\n",
"Epoch 7579/10000\n",
"3/3 - 0s - loss: 2.2435e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7580/10000\n",
"3/3 - 0s - loss: 1.3936e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7581/10000\n",
"3/3 - 0s - loss: 6.0202e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7582/10000\n",
"3/3 - 0s - loss: 1.0063e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7583/10000\n",
"3/3 - 0s - loss: 3.0283e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7584/10000\n",
"3/3 - 0s - loss: 6.8405e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 7585/10000\n",
"3/3 - 0s - loss: 5.4773e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7586/10000\n",
"3/3 - 0s - loss: 1.1207e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 7587/10000\n",
"3/3 - 0s - loss: 4.2744e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 7588/10000\n",
"3/3 - 0s - loss: 8.4869e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7589/10000\n",
"3/3 - 0s - loss: 1.4434e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7590/10000\n",
"3/3 - 0s - loss: 6.1654e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7591/10000\n",
"3/3 - 0s - loss: 4.0693e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7592/10000\n",
"3/3 - 0s - loss: 7.2190e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7593/10000\n",
"3/3 - 0s - loss: 1.3003e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7594/10000\n",
"3/3 - 0s - loss: 4.9494e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7595/10000\n",
"3/3 - 0s - loss: 1.0615e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 7596/10000\n",
"3/3 - 0s - loss: 6.1931e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7597/10000\n",
"3/3 - 0s - loss: 1.0041e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7598/10000\n",
"3/3 - 0s - loss: 1.3937e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7599/10000\n",
"3/3 - 0s - loss: 1.3868e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7600/10000\n",
"3/3 - 0s - loss: 1.2168e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7601/10000\n",
"3/3 - 0s - loss: 1.3126e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7602/10000\n",
"3/3 - 0s - loss: 1.4324e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7603/10000\n",
"3/3 - 0s - loss: 2.3731e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7604/10000\n",
"3/3 - 0s - loss: 2.1670e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7605/10000\n",
"3/3 - 0s - loss: 9.2544e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 7606/10000\n",
"3/3 - 0s - loss: 1.6617e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7607/10000\n",
"3/3 - 0s - loss: 1.1342e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7608/10000\n",
"3/3 - 0s - loss: 3.6647e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7609/10000\n",
"3/3 - 0s - loss: 4.2278e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7610/10000\n",
"3/3 - 0s - loss: 6.9456e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7611/10000\n",
"3/3 - 0s - loss: 4.5137e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7612/10000\n",
"3/3 - 0s - loss: 5.5163e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7613/10000\n",
"3/3 - 0s - loss: 8.0820e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7614/10000\n",
"3/3 - 0s - loss: 4.6877e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7615/10000\n",
"3/3 - 0s - loss: 4.3850e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7616/10000\n",
"3/3 - 0s - loss: 4.2433e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 7617/10000\n",
"3/3 - 0s - loss: 2.4409e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7618/10000\n",
"3/3 - 0s - loss: 1.2539e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7619/10000\n",
"3/3 - 0s - loss: 7.6957e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 7620/10000\n",
"3/3 - 0s - loss: 5.2823e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 7621/10000\n",
"3/3 - 0s - loss: 2.4562e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7622/10000\n",
"3/3 - 0s - loss: 7.1237e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7623/10000\n",
"3/3 - 0s - loss: 6.6048e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7624/10000\n",
"3/3 - 0s - loss: 3.7093e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7625/10000\n",
"3/3 - 0s - loss: 5.2014e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7626/10000\n",
"3/3 - 0s - loss: 1.6368e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7627/10000\n",
"3/3 - 0s - loss: 4.0416e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7628/10000\n",
"3/3 - 0s - loss: 4.8241e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7629/10000\n",
"3/3 - 0s - loss: 1.9159e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 7630/10000\n",
"3/3 - 0s - loss: 1.6369e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7631/10000\n",
"3/3 - 0s - loss: 5.5760e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7632/10000\n",
"3/3 - 0s - loss: 1.1505e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7633/10000\n",
"3/3 - 0s - loss: 3.4986e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7634/10000\n",
"3/3 - 0s - loss: 2.7395e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7635/10000\n",
"3/3 - 0s - loss: 1.2225e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7636/10000\n",
"3/3 - 0s - loss: 2.6277e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7637/10000\n",
"3/3 - 0s - loss: 1.5406e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7638/10000\n",
"3/3 - 0s - loss: 1.1684e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7639/10000\n",
"3/3 - 0s - loss: 1.0533e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7640/10000\n",
"3/3 - 0s - loss: 1.5675e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7641/10000\n",
"3/3 - 0s - loss: 1.7780e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7642/10000\n",
"3/3 - 0s - loss: 4.2236e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7643/10000\n",
"3/3 - 0s - loss: 2.3065e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7644/10000\n",
"3/3 - 0s - loss: 2.5568e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7645/10000\n",
"3/3 - 0s - loss: 3.1115e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7646/10000\n",
"3/3 - 0s - loss: 2.8979e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7647/10000\n",
"3/3 - 0s - loss: 3.7972e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7648/10000\n",
"3/3 - 0s - loss: 5.5949e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7649/10000\n",
"3/3 - 0s - loss: 4.9688e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7650/10000\n",
"3/3 - 0s - loss: 3.2356e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 7651/10000\n",
"3/3 - 0s - loss: 5.8953e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7652/10000\n",
"3/3 - 0s - loss: 3.6893e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7653/10000\n",
"3/3 - 0s - loss: 4.0937e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7654/10000\n",
"3/3 - 0s - loss: 4.5981e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7655/10000\n",
"3/3 - 0s - loss: 3.4315e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7656/10000\n",
"3/3 - 0s - loss: 3.7218e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7657/10000\n",
"3/3 - 0s - loss: 7.1617e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7658/10000\n",
"3/3 - 0s - loss: 1.0591e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7659/10000\n",
"3/3 - 0s - loss: 1.4703e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7660/10000\n",
"3/3 - 0s - loss: 8.9086e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7661/10000\n",
"3/3 - 0s - loss: 5.1384e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7662/10000\n",
"3/3 - 0s - loss: 5.9811e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7663/10000\n",
"3/3 - 0s - loss: 1.6212e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7664/10000\n",
"3/3 - 0s - loss: 3.1134e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7665/10000\n",
"3/3 - 0s - loss: 2.0606e-05 - 17ms/epoch - 6ms/step\n",
"Epoch 7666/10000\n",
"3/3 - 0s - loss: 1.3895e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7667/10000\n",
"3/3 - 0s - loss: 1.0777e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7668/10000\n",
"3/3 - 0s - loss: 6.5456e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7669/10000\n",
"3/3 - 0s - loss: 4.8956e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7670/10000\n",
"3/3 - 0s - loss: 1.3728e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7671/10000\n",
"3/3 - 0s - loss: 1.8875e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7672/10000\n",
"3/3 - 0s - loss: 1.3503e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7673/10000\n",
"3/3 - 0s - loss: 3.0981e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7674/10000\n",
"3/3 - 0s - loss: 7.3177e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7675/10000\n",
"3/3 - 0s - loss: 6.8089e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7676/10000\n",
"3/3 - 0s - loss: 6.0290e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7677/10000\n",
"3/3 - 0s - loss: 4.6794e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7678/10000\n",
"3/3 - 0s - loss: 2.7155e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7679/10000\n",
"3/3 - 0s - loss: 1.8025e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7680/10000\n",
"3/3 - 0s - loss: 3.9068e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7681/10000\n",
"3/3 - 0s - loss: 6.9623e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7682/10000\n",
"3/3 - 0s - loss: 7.4460e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7683/10000\n",
"3/3 - 0s - loss: 1.2697e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7684/10000\n",
"3/3 - 0s - loss: 1.4735e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7685/10000\n",
"3/3 - 0s - loss: 2.6708e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7686/10000\n",
"3/3 - 0s - loss: 4.0236e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7687/10000\n",
"3/3 - 0s - loss: 2.1272e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7688/10000\n",
"3/3 - 0s - loss: 1.0219e-05 - 17ms/epoch - 6ms/step\n",
"Epoch 7689/10000\n",
"3/3 - 0s - loss: 9.1850e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 7690/10000\n",
"3/3 - 0s - loss: 6.5822e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7691/10000\n",
"3/3 - 0s - loss: 4.8755e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7692/10000\n",
"3/3 - 0s - loss: 2.2069e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7693/10000\n",
"3/3 - 0s - loss: 3.8309e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7694/10000\n",
"3/3 - 0s - loss: 3.6908e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7695/10000\n",
"3/3 - 0s - loss: 2.6161e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7696/10000\n",
"3/3 - 0s - loss: 8.9202e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7697/10000\n",
"3/3 - 0s - loss: 6.4902e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7698/10000\n",
"3/3 - 0s - loss: 7.9290e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7699/10000\n",
"3/3 - 0s - loss: 2.4804e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7700/10000\n",
"3/3 - 0s - loss: 3.0238e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7701/10000\n",
"3/3 - 0s - loss: 1.4908e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 7702/10000\n",
"3/3 - 0s - loss: 1.0663e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7703/10000\n",
"3/3 - 0s - loss: 1.6132e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7704/10000\n",
"3/3 - 0s - loss: 1.3905e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7705/10000\n",
"3/3 - 0s - loss: 1.0181e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7706/10000\n",
"3/3 - 0s - loss: 1.0508e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7707/10000\n",
"3/3 - 0s - loss: 1.4741e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7708/10000\n",
"3/3 - 0s - loss: 1.2433e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7709/10000\n",
"3/3 - 0s - loss: 1.7672e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7710/10000\n",
"3/3 - 0s - loss: 1.3488e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7711/10000\n",
"3/3 - 0s - loss: 1.3023e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7712/10000\n",
"3/3 - 0s - loss: 6.7683e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7713/10000\n",
"3/3 - 0s - loss: 4.6221e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7714/10000\n",
"3/3 - 0s - loss: 5.1523e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7715/10000\n",
"3/3 - 0s - loss: 4.7020e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7716/10000\n",
"3/3 - 0s - loss: 2.5620e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7717/10000\n",
"3/3 - 0s - loss: 2.4274e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7718/10000\n",
"3/3 - 0s - loss: 2.6196e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7719/10000\n",
"3/3 - 0s - loss: 8.4192e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7720/10000\n",
"3/3 - 0s - loss: 3.5861e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7721/10000\n",
"3/3 - 0s - loss: 5.5962e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7722/10000\n",
"3/3 - 0s - loss: 3.3512e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7723/10000\n",
"3/3 - 0s - loss: 2.9029e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7724/10000\n",
"3/3 - 0s - loss: 8.9662e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7725/10000\n",
"3/3 - 0s - loss: 6.0643e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 7726/10000\n",
"3/3 - 0s - loss: 3.4280e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7727/10000\n",
"3/3 - 0s - loss: 5.4672e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7728/10000\n",
"3/3 - 0s - loss: 3.4898e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7729/10000\n",
"3/3 - 0s - loss: 5.9073e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7730/10000\n",
"3/3 - 0s - loss: 3.6138e-05 - 21ms/epoch - 7ms/step\n",
"Epoch 7731/10000\n",
"3/3 - 0s - loss: 3.8271e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7732/10000\n",
"3/3 - 0s - loss: 1.6229e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 7733/10000\n",
"3/3 - 0s - loss: 1.5914e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7734/10000\n",
"3/3 - 0s - loss: 3.9476e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 7735/10000\n",
"3/3 - 0s - loss: 1.7494e-05 - 17ms/epoch - 6ms/step\n",
"Epoch 7736/10000\n",
"3/3 - 0s - loss: 4.9404e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7737/10000\n",
"3/3 - 0s - loss: 7.6993e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 7738/10000\n",
"3/3 - 0s - loss: 5.3782e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7739/10000\n",
"3/3 - 0s - loss: 4.8252e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7740/10000\n",
"3/3 - 0s - loss: 2.8676e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7741/10000\n",
"3/3 - 0s - loss: 3.6142e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7742/10000\n",
"3/3 - 0s - loss: 1.7369e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7743/10000\n",
"3/3 - 0s - loss: 4.1370e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 7744/10000\n",
"3/3 - 0s - loss: 4.6502e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 7745/10000\n",
"3/3 - 0s - loss: 3.9646e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7746/10000\n",
"3/3 - 0s - loss: 3.6764e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7747/10000\n",
"3/3 - 0s - loss: 1.9007e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7748/10000\n",
"3/3 - 0s - loss: 1.2555e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7749/10000\n",
"3/3 - 0s - loss: 5.4438e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7750/10000\n",
"3/3 - 0s - loss: 4.6398e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7751/10000\n",
"3/3 - 0s - loss: 1.4122e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7752/10000\n",
"3/3 - 0s - loss: 3.5488e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7753/10000\n",
"3/3 - 0s - loss: 4.5114e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7754/10000\n",
"3/3 - 0s - loss: 5.2843e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7755/10000\n",
"3/3 - 0s - loss: 4.8375e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7756/10000\n",
"3/3 - 0s - loss: 8.2504e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7757/10000\n",
"3/3 - 0s - loss: 1.0442e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7758/10000\n",
"3/3 - 0s - loss: 4.2862e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7759/10000\n",
"3/3 - 0s - loss: 2.8081e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7760/10000\n",
"3/3 - 0s - loss: 2.3817e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7761/10000\n",
"3/3 - 0s - loss: 7.0182e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7762/10000\n",
"3/3 - 0s - loss: 9.9704e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7763/10000\n",
"3/3 - 0s - loss: 2.0533e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7764/10000\n",
"3/3 - 0s - loss: 1.6388e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7765/10000\n",
"3/3 - 0s - loss: 8.7740e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7766/10000\n",
"3/3 - 0s - loss: 6.5114e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7767/10000\n",
"3/3 - 0s - loss: 1.6409e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7768/10000\n",
"3/3 - 0s - loss: 1.3339e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7769/10000\n",
"3/3 - 0s - loss: 2.1625e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7770/10000\n",
"3/3 - 0s - loss: 1.4775e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7771/10000\n",
"3/3 - 0s - loss: 6.5441e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7772/10000\n",
"3/3 - 0s - loss: 6.7874e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7773/10000\n",
"3/3 - 0s - loss: 2.7245e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7774/10000\n",
"3/3 - 0s - loss: 1.8771e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7775/10000\n",
"3/3 - 0s - loss: 1.4430e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7776/10000\n",
"3/3 - 0s - loss: 1.8389e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7777/10000\n",
"3/3 - 0s - loss: 2.1683e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7778/10000\n",
"3/3 - 0s - loss: 2.8898e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7779/10000\n",
"3/3 - 0s - loss: 1.9409e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7780/10000\n",
"3/3 - 0s - loss: 1.0885e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7781/10000\n",
"3/3 - 0s - loss: 1.1556e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7782/10000\n",
"3/3 - 0s - loss: 6.3885e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7783/10000\n",
"3/3 - 0s - loss: 7.0164e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7784/10000\n",
"3/3 - 0s - loss: 1.8033e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7785/10000\n",
"3/3 - 0s - loss: 8.8757e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7786/10000\n",
"3/3 - 0s - loss: 9.0772e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 7787/10000\n",
"3/3 - 0s - loss: 4.7435e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7788/10000\n",
"3/3 - 0s - loss: 4.1996e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7789/10000\n",
"3/3 - 0s - loss: 4.1424e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7790/10000\n",
"3/3 - 0s - loss: 9.2515e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7791/10000\n",
"3/3 - 0s - loss: 8.6244e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7792/10000\n",
"3/3 - 0s - loss: 1.1298e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7793/10000\n",
"3/3 - 0s - loss: 1.8753e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7794/10000\n",
"3/3 - 0s - loss: 5.7328e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7795/10000\n",
"3/3 - 0s - loss: 4.2580e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7796/10000\n",
"3/3 - 0s - loss: 3.6614e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7797/10000\n",
"3/3 - 0s - loss: 1.3887e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7798/10000\n",
"3/3 - 0s - loss: 5.3929e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7799/10000\n",
"3/3 - 0s - loss: 1.7189e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7800/10000\n",
"3/3 - 0s - loss: 8.2643e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7801/10000\n",
"3/3 - 0s - loss: 4.6351e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7802/10000\n",
"3/3 - 0s - loss: 6.9177e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7803/10000\n",
"3/3 - 0s - loss: 4.2242e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7804/10000\n",
"3/3 - 0s - loss: 2.0165e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7805/10000\n",
"3/3 - 0s - loss: 2.5180e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7806/10000\n",
"3/3 - 0s - loss: 3.2481e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7807/10000\n",
"3/3 - 0s - loss: 6.9449e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7808/10000\n",
"3/3 - 0s - loss: 9.6836e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7809/10000\n",
"3/3 - 0s - loss: 9.9609e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7810/10000\n",
"3/3 - 0s - loss: 1.1218e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7811/10000\n",
"3/3 - 0s - loss: 2.5049e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7812/10000\n",
"3/3 - 0s - loss: 1.9722e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7813/10000\n",
"3/3 - 0s - loss: 1.5034e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7814/10000\n",
"3/3 - 0s - loss: 2.0551e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7815/10000\n",
"3/3 - 0s - loss: 1.5153e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7816/10000\n",
"3/3 - 0s - loss: 2.7836e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7817/10000\n",
"3/3 - 0s - loss: 1.4966e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7818/10000\n",
"3/3 - 0s - loss: 1.2493e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7819/10000\n",
"3/3 - 0s - loss: 7.7685e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7820/10000\n",
"3/3 - 0s - loss: 5.4968e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7821/10000\n",
"3/3 - 0s - loss: 3.6153e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7822/10000\n",
"3/3 - 0s - loss: 3.4838e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7823/10000\n",
"3/3 - 0s - loss: 3.3212e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7824/10000\n",
"3/3 - 0s - loss: 7.5089e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7825/10000\n",
"3/3 - 0s - loss: 4.4442e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7826/10000\n",
"3/3 - 0s - loss: 1.7187e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7827/10000\n",
"3/3 - 0s - loss: 1.8604e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7828/10000\n",
"3/3 - 0s - loss: 1.9927e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7829/10000\n",
"3/3 - 0s - loss: 1.2157e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7830/10000\n",
"3/3 - 0s - loss: 1.2055e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7831/10000\n",
"3/3 - 0s - loss: 2.2296e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7832/10000\n",
"3/3 - 0s - loss: 7.5762e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7833/10000\n",
"3/3 - 0s - loss: 1.0129e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7834/10000\n",
"3/3 - 0s - loss: 1.3198e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7835/10000\n",
"3/3 - 0s - loss: 7.5879e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 7836/10000\n",
"3/3 - 0s - loss: 7.8971e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7837/10000\n",
"3/3 - 0s - loss: 8.7212e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7838/10000\n",
"3/3 - 0s - loss: 8.4607e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7839/10000\n",
"3/3 - 0s - loss: 7.0282e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7840/10000\n",
"3/3 - 0s - loss: 3.8275e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7841/10000\n",
"3/3 - 0s - loss: 3.2341e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 7842/10000\n",
"3/3 - 0s - loss: 4.8092e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7843/10000\n",
"3/3 - 0s - loss: 6.4697e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7844/10000\n",
"3/3 - 0s - loss: 5.6683e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 7845/10000\n",
"3/3 - 0s - loss: 3.5340e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7846/10000\n",
"3/3 - 0s - loss: 2.5715e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7847/10000\n",
"3/3 - 0s - loss: 1.0546e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7848/10000\n",
"3/3 - 0s - loss: 9.9480e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7849/10000\n",
"3/3 - 0s - loss: 7.6293e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7850/10000\n",
"3/3 - 0s - loss: 1.2411e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7851/10000\n",
"3/3 - 0s - loss: 3.2343e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7852/10000\n",
"3/3 - 0s - loss: 2.3440e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7853/10000\n",
"3/3 - 0s - loss: 1.3429e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7854/10000\n",
"3/3 - 0s - loss: 3.4084e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7855/10000\n",
"3/3 - 0s - loss: 4.2468e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7856/10000\n",
"3/3 - 0s - loss: 4.4091e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7857/10000\n",
"3/3 - 0s - loss: 4.7514e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7858/10000\n",
"3/3 - 0s - loss: 2.1529e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7859/10000\n",
"3/3 - 0s - loss: 2.2903e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7860/10000\n",
"3/3 - 0s - loss: 1.3795e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7861/10000\n",
"3/3 - 0s - loss: 2.9167e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 7862/10000\n",
"3/3 - 0s - loss: 1.8919e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7863/10000\n",
"3/3 - 0s - loss: 6.4521e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7864/10000\n",
"3/3 - 0s - loss: 6.5226e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7865/10000\n",
"3/3 - 0s - loss: 2.0403e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7866/10000\n",
"3/3 - 0s - loss: 2.0371e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7867/10000\n",
"3/3 - 0s - loss: 7.3815e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7868/10000\n",
"3/3 - 0s - loss: 1.3373e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7869/10000\n",
"3/3 - 0s - loss: 1.1442e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7870/10000\n",
"3/3 - 0s - loss: 2.7345e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7871/10000\n",
"3/3 - 0s - loss: 2.1129e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7872/10000\n",
"3/3 - 0s - loss: 2.0281e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7873/10000\n",
"3/3 - 0s - loss: 1.5316e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7874/10000\n",
"3/3 - 0s - loss: 1.9103e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7875/10000\n",
"3/3 - 0s - loss: 1.9490e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7876/10000\n",
"3/3 - 0s - loss: 9.3232e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7877/10000\n",
"3/3 - 0s - loss: 3.2554e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 7878/10000\n",
"3/3 - 0s - loss: 2.0681e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 7879/10000\n",
"3/3 - 0s - loss: 1.3619e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7880/10000\n",
"3/3 - 0s - loss: 1.7220e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7881/10000\n",
"3/3 - 0s - loss: 2.6808e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7882/10000\n",
"3/3 - 0s - loss: 1.5144e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7883/10000\n",
"3/3 - 0s - loss: 7.5573e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7884/10000\n",
"3/3 - 0s - loss: 1.4328e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7885/10000\n",
"3/3 - 0s - loss: 2.3952e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 7886/10000\n",
"3/3 - 0s - loss: 1.2561e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7887/10000\n",
"3/3 - 0s - loss: 1.0260e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7888/10000\n",
"3/3 - 0s - loss: 1.2028e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7889/10000\n",
"3/3 - 0s - loss: 1.0516e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7890/10000\n",
"3/3 - 0s - loss: 4.6058e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 7891/10000\n",
"3/3 - 0s - loss: 3.2960e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7892/10000\n",
"3/3 - 0s - loss: 6.7135e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7893/10000\n",
"3/3 - 0s - loss: 7.0968e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 7894/10000\n",
"3/3 - 0s - loss: 9.3559e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 7895/10000\n",
"3/3 - 0s - loss: 9.7918e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 7896/10000\n",
"3/3 - 0s - loss: 7.6302e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7897/10000\n",
"3/3 - 0s - loss: 6.8526e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 7898/10000\n",
"3/3 - 0s - loss: 7.2909e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 7899/10000\n",
"3/3 - 0s - loss: 1.6638e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7900/10000\n",
"3/3 - 0s - loss: 3.4201e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7901/10000\n",
"3/3 - 0s - loss: 2.8783e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7902/10000\n",
"3/3 - 0s - loss: 5.6401e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7903/10000\n",
"3/3 - 0s - loss: 7.8153e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 7904/10000\n",
"3/3 - 0s - loss: 1.0358e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7905/10000\n",
"3/3 - 0s - loss: 2.1351e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7906/10000\n",
"3/3 - 0s - loss: 1.2156e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7907/10000\n",
"3/3 - 0s - loss: 2.3146e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7908/10000\n",
"3/3 - 0s - loss: 1.8744e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7909/10000\n",
"3/3 - 0s - loss: 1.5980e-05 - 17ms/epoch - 6ms/step\n",
"Epoch 7910/10000\n",
"3/3 - 0s - loss: 1.4651e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7911/10000\n",
"3/3 - 0s - loss: 6.9042e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7912/10000\n",
"3/3 - 0s - loss: 4.1747e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7913/10000\n",
"3/3 - 0s - loss: 4.1760e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7914/10000\n",
"3/3 - 0s - loss: 2.7728e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7915/10000\n",
"3/3 - 0s - loss: 2.1516e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7916/10000\n",
"3/3 - 0s - loss: 9.4917e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7917/10000\n",
"3/3 - 0s - loss: 1.1896e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7918/10000\n",
"3/3 - 0s - loss: 2.6859e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7919/10000\n",
"3/3 - 0s - loss: 2.8116e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7920/10000\n",
"3/3 - 0s - loss: 6.7032e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7921/10000\n",
"3/3 - 0s - loss: 1.7780e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7922/10000\n",
"3/3 - 0s - loss: 1.2410e-05 - 21ms/epoch - 7ms/step\n",
"Epoch 7923/10000\n",
"3/3 - 0s - loss: 9.7973e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7924/10000\n",
"3/3 - 0s - loss: 2.2756e-05 - 17ms/epoch - 6ms/step\n",
"Epoch 7925/10000\n",
"3/3 - 0s - loss: 7.0339e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7926/10000\n",
"3/3 - 0s - loss: 4.5600e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7927/10000\n",
"3/3 - 0s - loss: 4.6429e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 7928/10000\n",
"3/3 - 0s - loss: 5.9468e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 7929/10000\n",
"3/3 - 0s - loss: 6.4775e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 7930/10000\n",
"3/3 - 0s - loss: 3.2294e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7931/10000\n",
"3/3 - 0s - loss: 1.8639e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7932/10000\n",
"3/3 - 0s - loss: 1.7943e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7933/10000\n",
"3/3 - 0s - loss: 1.6699e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7934/10000\n",
"3/3 - 0s - loss: 1.1644e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 7935/10000\n",
"3/3 - 0s - loss: 7.7195e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7936/10000\n",
"3/3 - 0s - loss: 6.7347e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7937/10000\n",
"3/3 - 0s - loss: 1.0335e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7938/10000\n",
"3/3 - 0s - loss: 6.4466e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7939/10000\n",
"3/3 - 0s - loss: 4.6784e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7940/10000\n",
"3/3 - 0s - loss: 5.7804e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 7941/10000\n",
"3/3 - 0s - loss: 5.1878e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7942/10000\n",
"3/3 - 0s - loss: 6.9007e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7943/10000\n",
"3/3 - 0s - loss: 1.1996e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7944/10000\n",
"3/3 - 0s - loss: 1.1985e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7945/10000\n",
"3/3 - 0s - loss: 8.5991e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7946/10000\n",
"3/3 - 0s - loss: 1.4920e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7947/10000\n",
"3/3 - 0s - loss: 2.9074e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 7948/10000\n",
"3/3 - 0s - loss: 8.0584e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7949/10000\n",
"3/3 - 0s - loss: 9.5617e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7950/10000\n",
"3/3 - 0s - loss: 1.7295e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 7951/10000\n",
"3/3 - 0s - loss: 4.0513e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 7952/10000\n",
"3/3 - 0s - loss: 4.2182e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 7953/10000\n",
"3/3 - 0s - loss: 5.0025e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 7954/10000\n",
"3/3 - 0s - loss: 1.5367e-04 - 20ms/epoch - 7ms/step\n",
"Epoch 7955/10000\n",
"3/3 - 0s - loss: 1.3183e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 7956/10000\n",
"3/3 - 0s - loss: 1.7090e-04 - 20ms/epoch - 7ms/step\n",
"Epoch 7957/10000\n",
"3/3 - 0s - loss: 7.9701e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7958/10000\n",
"3/3 - 0s - loss: 5.2275e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 7959/10000\n",
"3/3 - 0s - loss: 4.1155e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7960/10000\n",
"3/3 - 0s - loss: 1.6291e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 7961/10000\n",
"3/3 - 0s - loss: 8.4308e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7962/10000\n",
"3/3 - 0s - loss: 3.6245e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7963/10000\n",
"3/3 - 0s - loss: 3.8849e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 7964/10000\n",
"3/3 - 0s - loss: 3.3640e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 7965/10000\n",
"3/3 - 0s - loss: 1.8093e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 7966/10000\n",
"3/3 - 0s - loss: 8.5256e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7967/10000\n",
"3/3 - 0s - loss: 7.2410e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7968/10000\n",
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"Epoch 7969/10000\n",
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"Epoch 7972/10000\n",
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"Epoch 7975/10000\n",
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"Epoch 7976/10000\n",
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"Epoch 7977/10000\n",
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"Epoch 7978/10000\n",
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"Epoch 7979/10000\n",
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"Epoch 7980/10000\n",
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"Epoch 7981/10000\n",
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"Epoch 7982/10000\n",
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"Epoch 7983/10000\n",
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"Epoch 7984/10000\n",
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"Epoch 7985/10000\n",
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"Epoch 7986/10000\n",
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"Epoch 7987/10000\n",
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"Epoch 7988/10000\n",
"3/3 - 0s - loss: 1.4230e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 7989/10000\n",
"3/3 - 0s - loss: 1.8119e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 7990/10000\n",
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"Epoch 7991/10000\n",
"3/3 - 0s - loss: 2.5663e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7992/10000\n",
"3/3 - 0s - loss: 1.5182e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 7993/10000\n",
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"Epoch 7994/10000\n",
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"Epoch 7995/10000\n",
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"Epoch 7996/10000\n",
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"Epoch 7997/10000\n",
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"Epoch 7998/10000\n",
"3/3 - 0s - loss: 1.2333e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 7999/10000\n",
"3/3 - 0s - loss: 1.2903e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8000/10000\n",
"3/3 - 0s - loss: 1.1673e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8001/10000\n",
"3/3 - 0s - loss: 8.0464e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8002/10000\n",
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"Epoch 8003/10000\n",
"3/3 - 0s - loss: 3.4769e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8004/10000\n",
"3/3 - 0s - loss: 5.3317e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8005/10000\n",
"3/3 - 0s - loss: 5.9800e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8006/10000\n",
"3/3 - 0s - loss: 5.2426e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8007/10000\n",
"3/3 - 0s - loss: 7.3656e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8008/10000\n",
"3/3 - 0s - loss: 3.6574e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8009/10000\n",
"3/3 - 0s - loss: 1.0100e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8010/10000\n",
"3/3 - 0s - loss: 2.8758e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8011/10000\n",
"3/3 - 0s - loss: 1.2002e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 8012/10000\n",
"3/3 - 0s - loss: 1.0925e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8013/10000\n",
"3/3 - 0s - loss: 1.2675e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8014/10000\n",
"3/3 - 0s - loss: 9.0093e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8015/10000\n",
"3/3 - 0s - loss: 8.4565e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8016/10000\n",
"3/3 - 0s - loss: 1.5320e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8017/10000\n",
"3/3 - 0s - loss: 1.6989e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 8018/10000\n",
"3/3 - 0s - loss: 2.1062e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8019/10000\n",
"3/3 - 0s - loss: 1.5556e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8020/10000\n",
"3/3 - 0s - loss: 8.9725e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8021/10000\n",
"3/3 - 0s - loss: 1.4530e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8022/10000\n",
"3/3 - 0s - loss: 3.6490e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8023/10000\n",
"3/3 - 0s - loss: 2.0869e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8024/10000\n",
"3/3 - 0s - loss: 2.7956e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8025/10000\n",
"3/3 - 0s - loss: 3.8351e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8026/10000\n",
"3/3 - 0s - loss: 1.7484e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8027/10000\n",
"3/3 - 0s - loss: 8.4154e-09 - 21ms/epoch - 7ms/step\n",
"Epoch 8028/10000\n",
"3/3 - 0s - loss: 7.0426e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8029/10000\n",
"3/3 - 0s - loss: 9.5939e-09 - 21ms/epoch - 7ms/step\n",
"Epoch 8030/10000\n",
"3/3 - 0s - loss: 1.4717e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8031/10000\n",
"3/3 - 0s - loss: 8.1321e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8032/10000\n",
"3/3 - 0s - loss: 7.5988e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8033/10000\n",
"3/3 - 0s - loss: 8.5296e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8034/10000\n",
"3/3 - 0s - loss: 7.5898e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8035/10000\n",
"3/3 - 0s - loss: 8.3368e-09 - 21ms/epoch - 7ms/step\n",
"Epoch 8036/10000\n",
"3/3 - 0s - loss: 9.0674e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8037/10000\n",
"3/3 - 0s - loss: 5.3529e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8038/10000\n",
"3/3 - 0s - loss: 7.0227e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8039/10000\n",
"3/3 - 0s - loss: 3.5162e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8040/10000\n",
"3/3 - 0s - loss: 3.4544e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8041/10000\n",
"3/3 - 0s - loss: 1.1131e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8042/10000\n",
"3/3 - 0s - loss: 3.0989e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8043/10000\n",
"3/3 - 0s - loss: 5.4524e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8044/10000\n",
"3/3 - 0s - loss: 4.3299e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8045/10000\n",
"3/3 - 0s - loss: 5.5700e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8046/10000\n",
"3/3 - 0s - loss: 3.7666e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8047/10000\n",
"3/3 - 0s - loss: 2.2236e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8048/10000\n",
"3/3 - 0s - loss: 2.8031e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8049/10000\n",
"3/3 - 0s - loss: 3.6229e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 8050/10000\n",
"3/3 - 0s - loss: 2.6399e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8051/10000\n",
"3/3 - 0s - loss: 5.6294e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8052/10000\n",
"3/3 - 0s - loss: 4.8329e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8053/10000\n",
"3/3 - 0s - loss: 8.3949e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8054/10000\n",
"3/3 - 0s - loss: 9.5633e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8055/10000\n",
"3/3 - 0s - loss: 1.8394e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8056/10000\n",
"3/3 - 0s - loss: 1.7372e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8057/10000\n",
"3/3 - 0s - loss: 1.5478e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8058/10000\n",
"3/3 - 0s - loss: 2.5926e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8059/10000\n",
"3/3 - 0s - loss: 2.4960e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8060/10000\n",
"3/3 - 0s - loss: 1.9192e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8061/10000\n",
"3/3 - 0s - loss: 1.9959e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8062/10000\n",
"3/3 - 0s - loss: 3.2542e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 8063/10000\n",
"3/3 - 0s - loss: 3.7119e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 8064/10000\n",
"3/3 - 0s - loss: 6.9767e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8065/10000\n",
"3/3 - 0s - loss: 1.6106e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8066/10000\n",
"3/3 - 0s - loss: 1.3454e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8067/10000\n",
"3/3 - 0s - loss: 2.7910e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8068/10000\n",
"3/3 - 0s - loss: 2.0305e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8069/10000\n",
"3/3 - 0s - loss: 7.5786e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8070/10000\n",
"3/3 - 0s - loss: 6.0138e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8071/10000\n",
"3/3 - 0s - loss: 4.7128e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8072/10000\n",
"3/3 - 0s - loss: 4.3382e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8073/10000\n",
"3/3 - 0s - loss: 2.4736e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8074/10000\n",
"3/3 - 0s - loss: 2.3062e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8075/10000\n",
"3/3 - 0s - loss: 1.4417e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8076/10000\n",
"3/3 - 0s - loss: 1.0989e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 8077/10000\n",
"3/3 - 0s - loss: 1.5536e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8078/10000\n",
"3/3 - 0s - loss: 1.3994e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8079/10000\n",
"3/3 - 0s - loss: 8.8752e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8080/10000\n",
"3/3 - 0s - loss: 1.1183e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8081/10000\n",
"3/3 - 0s - loss: 2.9187e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8082/10000\n",
"3/3 - 0s - loss: 2.1163e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8083/10000\n",
"3/3 - 0s - loss: 9.3814e-09 - 21ms/epoch - 7ms/step\n",
"Epoch 8084/10000\n",
"3/3 - 0s - loss: 3.0260e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8085/10000\n",
"3/3 - 0s - loss: 2.8079e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 8086/10000\n",
"3/3 - 0s - loss: 1.1885e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8087/10000\n",
"3/3 - 0s - loss: 1.4670e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8088/10000\n",
"3/3 - 0s - loss: 1.7126e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8089/10000\n",
"3/3 - 0s - loss: 2.6311e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8090/10000\n",
"3/3 - 0s - loss: 4.8623e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8091/10000\n",
"3/3 - 0s - loss: 1.0917e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8092/10000\n",
"3/3 - 0s - loss: 9.1632e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8093/10000\n",
"3/3 - 0s - loss: 1.5783e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8094/10000\n",
"3/3 - 0s - loss: 1.9642e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8095/10000\n",
"3/3 - 0s - loss: 2.1767e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8096/10000\n",
"3/3 - 0s - loss: 4.3665e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8097/10000\n",
"3/3 - 0s - loss: 4.7510e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 8098/10000\n",
"3/3 - 0s - loss: 2.0981e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 8099/10000\n",
"3/3 - 0s - loss: 2.1161e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8100/10000\n",
"3/3 - 0s - loss: 1.0044e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8101/10000\n",
"3/3 - 0s - loss: 8.0489e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8102/10000\n",
"3/3 - 0s - loss: 6.3395e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8103/10000\n",
"3/3 - 0s - loss: 5.7704e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8104/10000\n",
"3/3 - 0s - loss: 9.1170e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8105/10000\n",
"3/3 - 0s - loss: 6.2397e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8106/10000\n",
"3/3 - 0s - loss: 2.3362e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8107/10000\n",
"3/3 - 0s - loss: 3.1491e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 8108/10000\n",
"3/3 - 0s - loss: 5.8439e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 8109/10000\n",
"3/3 - 0s - loss: 4.5804e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 8110/10000\n",
"3/3 - 0s - loss: 1.5280e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8111/10000\n",
"3/3 - 0s - loss: 3.2271e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8112/10000\n",
"3/3 - 0s - loss: 1.0842e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8113/10000\n",
"3/3 - 0s - loss: 2.7337e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8114/10000\n",
"3/3 - 0s - loss: 2.4707e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8115/10000\n",
"3/3 - 0s - loss: 2.5328e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8116/10000\n",
"3/3 - 0s - loss: 2.4516e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8117/10000\n",
"3/3 - 0s - loss: 2.7736e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8118/10000\n",
"3/3 - 0s - loss: 4.6328e-05 - 17ms/epoch - 6ms/step\n",
"Epoch 8119/10000\n",
"3/3 - 0s - loss: 4.2201e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8120/10000\n",
"3/3 - 0s - loss: 4.3550e-05 - 17ms/epoch - 6ms/step\n",
"Epoch 8121/10000\n",
"3/3 - 0s - loss: 8.3221e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8122/10000\n",
"3/3 - 0s - loss: 9.7480e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8123/10000\n",
"3/3 - 0s - loss: 6.3202e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8124/10000\n",
"3/3 - 0s - loss: 5.3856e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8125/10000\n",
"3/3 - 0s - loss: 4.2735e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8126/10000\n",
"3/3 - 0s - loss: 2.8896e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8127/10000\n",
"3/3 - 0s - loss: 3.0793e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8128/10000\n",
"3/3 - 0s - loss: 1.2453e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8129/10000\n",
"3/3 - 0s - loss: 1.0981e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8130/10000\n",
"3/3 - 0s - loss: 7.7404e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8131/10000\n",
"3/3 - 0s - loss: 7.5941e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8132/10000\n",
"3/3 - 0s - loss: 1.6950e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8133/10000\n",
"3/3 - 0s - loss: 3.1307e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8134/10000\n",
"3/3 - 0s - loss: 6.3919e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8135/10000\n",
"3/3 - 0s - loss: 4.0200e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8136/10000\n",
"3/3 - 0s - loss: 6.8858e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8137/10000\n",
"3/3 - 0s - loss: 5.0471e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8138/10000\n",
"3/3 - 0s - loss: 4.2504e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 8139/10000\n",
"3/3 - 0s - loss: 1.1282e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8140/10000\n",
"3/3 - 0s - loss: 7.3771e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8141/10000\n",
"3/3 - 0s - loss: 5.1138e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8142/10000\n",
"3/3 - 0s - loss: 5.5761e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8143/10000\n",
"3/3 - 0s - loss: 4.1976e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8144/10000\n",
"3/3 - 0s - loss: 2.3774e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8145/10000\n",
"3/3 - 0s - loss: 3.2270e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8146/10000\n",
"3/3 - 0s - loss: 1.6800e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8147/10000\n",
"3/3 - 0s - loss: 7.7835e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 8148/10000\n",
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"Epoch 8149/10000\n",
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"Epoch 8180/10000\n",
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"Epoch 8182/10000\n",
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"Epoch 8183/10000\n",
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"Epoch 8184/10000\n",
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"Epoch 8185/10000\n",
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"Epoch 8186/10000\n",
"3/3 - 0s - loss: 9.7643e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8187/10000\n",
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"Epoch 8188/10000\n",
"3/3 - 0s - loss: 7.0321e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8189/10000\n",
"3/3 - 0s - loss: 9.5968e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8190/10000\n",
"3/3 - 0s - loss: 7.7955e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8191/10000\n",
"3/3 - 0s - loss: 9.1083e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8192/10000\n",
"3/3 - 0s - loss: 4.8842e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8193/10000\n",
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"Epoch 8194/10000\n",
"3/3 - 0s - loss: 1.9648e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8195/10000\n",
"3/3 - 0s - loss: 4.0915e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8196/10000\n",
"3/3 - 0s - loss: 3.4445e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8197/10000\n",
"3/3 - 0s - loss: 4.5358e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8198/10000\n",
"3/3 - 0s - loss: 6.3367e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8199/10000\n",
"3/3 - 0s - loss: 3.6043e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8200/10000\n",
"3/3 - 0s - loss: 4.1313e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8201/10000\n",
"3/3 - 0s - loss: 2.4020e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8202/10000\n",
"3/3 - 0s - loss: 1.6151e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8203/10000\n",
"3/3 - 0s - loss: 2.0149e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8204/10000\n",
"3/3 - 0s - loss: 2.1537e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8205/10000\n",
"3/3 - 0s - loss: 1.9783e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8206/10000\n",
"3/3 - 0s - loss: 1.6373e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8207/10000\n",
"3/3 - 0s - loss: 9.1777e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8208/10000\n",
"3/3 - 0s - loss: 5.2165e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8209/10000\n",
"3/3 - 0s - loss: 5.4380e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8210/10000\n",
"3/3 - 0s - loss: 8.1139e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8211/10000\n",
"3/3 - 0s - loss: 1.4459e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8212/10000\n",
"3/3 - 0s - loss: 2.3613e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8213/10000\n",
"3/3 - 0s - loss: 8.3652e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8214/10000\n",
"3/3 - 0s - loss: 1.0112e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8215/10000\n",
"3/3 - 0s - loss: 9.4540e-09 - 17ms/epoch - 6ms/step\n",
"Epoch 8216/10000\n",
"3/3 - 0s - loss: 1.6417e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8217/10000\n",
"3/3 - 0s - loss: 1.5615e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8218/10000\n",
"3/3 - 0s - loss: 2.2223e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8219/10000\n",
"3/3 - 0s - loss: 1.6186e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8220/10000\n",
"3/3 - 0s - loss: 1.3613e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8221/10000\n",
"3/3 - 0s - loss: 2.1278e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8222/10000\n",
"3/3 - 0s - loss: 2.7094e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8223/10000\n",
"3/3 - 0s - loss: 2.7033e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8224/10000\n",
"3/3 - 0s - loss: 3.6465e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8225/10000\n",
"3/3 - 0s - loss: 4.1059e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8226/10000\n",
"3/3 - 0s - loss: 2.7572e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8227/10000\n",
"3/3 - 0s - loss: 3.1851e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8228/10000\n",
"3/3 - 0s - loss: 4.0589e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8229/10000\n",
"3/3 - 0s - loss: 1.6008e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8230/10000\n",
"3/3 - 0s - loss: 2.0434e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8231/10000\n",
"3/3 - 0s - loss: 2.8265e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8232/10000\n",
"3/3 - 0s - loss: 2.8227e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8233/10000\n",
"3/3 - 0s - loss: 4.4779e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8234/10000\n",
"3/3 - 0s - loss: 5.5820e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8235/10000\n",
"3/3 - 0s - loss: 6.7049e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8236/10000\n",
"3/3 - 0s - loss: 6.4978e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8237/10000\n",
"3/3 - 0s - loss: 6.3620e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8238/10000\n",
"3/3 - 0s - loss: 8.5962e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8239/10000\n",
"3/3 - 0s - loss: 8.8855e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8240/10000\n",
"3/3 - 0s - loss: 9.0080e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8241/10000\n",
"3/3 - 0s - loss: 4.7210e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8242/10000\n",
"3/3 - 0s - loss: 5.3778e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 8243/10000\n",
"3/3 - 0s - loss: 6.0249e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8244/10000\n",
"3/3 - 0s - loss: 3.2224e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8245/10000\n",
"3/3 - 0s - loss: 1.9826e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8246/10000\n",
"3/3 - 0s - loss: 2.1618e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8247/10000\n",
"3/3 - 0s - loss: 1.4291e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8248/10000\n",
"3/3 - 0s - loss: 5.9808e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8249/10000\n",
"3/3 - 0s - loss: 1.2715e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8250/10000\n",
"3/3 - 0s - loss: 8.6691e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8251/10000\n",
"3/3 - 0s - loss: 1.3460e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8252/10000\n",
"3/3 - 0s - loss: 9.9584e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8253/10000\n",
"3/3 - 0s - loss: 4.8592e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8254/10000\n",
"3/3 - 0s - loss: 5.6148e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8255/10000\n",
"3/3 - 0s - loss: 7.8890e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8256/10000\n",
"3/3 - 0s - loss: 3.1847e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8257/10000\n",
"3/3 - 0s - loss: 2.2607e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8258/10000\n",
"3/3 - 0s - loss: 2.0208e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8259/10000\n",
"3/3 - 0s - loss: 1.7321e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8260/10000\n",
"3/3 - 0s - loss: 1.9041e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8261/10000\n",
"3/3 - 0s - loss: 9.5786e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8262/10000\n",
"3/3 - 0s - loss: 1.0608e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8263/10000\n",
"3/3 - 0s - loss: 1.0644e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8264/10000\n",
"3/3 - 0s - loss: 2.7996e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8265/10000\n",
"3/3 - 0s - loss: 2.4961e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8266/10000\n",
"3/3 - 0s - loss: 5.4816e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8267/10000\n",
"3/3 - 0s - loss: 6.0609e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8268/10000\n",
"3/3 - 0s - loss: 7.3187e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8269/10000\n",
"3/3 - 0s - loss: 1.2086e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8270/10000\n",
"3/3 - 0s - loss: 8.6432e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8271/10000\n",
"3/3 - 0s - loss: 8.2679e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8272/10000\n",
"3/3 - 0s - loss: 4.3327e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8273/10000\n",
"3/3 - 0s - loss: 2.0104e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8274/10000\n",
"3/3 - 0s - loss: 1.9301e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8275/10000\n",
"3/3 - 0s - loss: 2.7583e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8276/10000\n",
"3/3 - 0s - loss: 8.5259e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8277/10000\n",
"3/3 - 0s - loss: 4.6496e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8278/10000\n",
"3/3 - 0s - loss: 6.5538e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8279/10000\n",
"3/3 - 0s - loss: 5.1099e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8280/10000\n",
"3/3 - 0s - loss: 8.0448e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8281/10000\n",
"3/3 - 0s - loss: 7.7769e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8282/10000\n",
"3/3 - 0s - loss: 2.0884e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8283/10000\n",
"3/3 - 0s - loss: 2.8911e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8284/10000\n",
"3/3 - 0s - loss: 1.7253e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8285/10000\n",
"3/3 - 0s - loss: 1.9146e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8286/10000\n",
"3/3 - 0s - loss: 6.9425e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8287/10000\n",
"3/3 - 0s - loss: 3.1693e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8288/10000\n",
"3/3 - 0s - loss: 2.4243e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8289/10000\n",
"3/3 - 0s - loss: 2.1237e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8290/10000\n",
"3/3 - 0s - loss: 2.3627e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8291/10000\n",
"3/3 - 0s - loss: 3.4926e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8292/10000\n",
"3/3 - 0s - loss: 3.3454e-09 - 17ms/epoch - 6ms/step\n",
"Epoch 8293/10000\n",
"3/3 - 0s - loss: 5.2498e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8294/10000\n",
"3/3 - 0s - loss: 4.1878e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8295/10000\n",
"3/3 - 0s - loss: 2.9501e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8296/10000\n",
"3/3 - 0s - loss: 3.3672e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8297/10000\n",
"3/3 - 0s - loss: 4.3470e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8298/10000\n",
"3/3 - 0s - loss: 3.9318e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8299/10000\n",
"3/3 - 0s - loss: 4.1987e-09 - 17ms/epoch - 6ms/step\n",
"Epoch 8300/10000\n",
"3/3 - 0s - loss: 1.2039e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8301/10000\n",
"3/3 - 0s - loss: 1.2311e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8302/10000\n",
"3/3 - 0s - loss: 4.3597e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8303/10000\n",
"3/3 - 0s - loss: 2.1160e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8304/10000\n",
"3/3 - 0s - loss: 3.4727e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8305/10000\n",
"3/3 - 0s - loss: 4.2973e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8306/10000\n",
"3/3 - 0s - loss: 7.4581e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8307/10000\n",
"3/3 - 0s - loss: 1.2630e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8308/10000\n",
"3/3 - 0s - loss: 6.4366e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8309/10000\n",
"3/3 - 0s - loss: 8.4630e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8310/10000\n",
"3/3 - 0s - loss: 3.8847e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8311/10000\n",
"3/3 - 0s - loss: 4.2094e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8312/10000\n",
"3/3 - 0s - loss: 3.4945e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8313/10000\n",
"3/3 - 0s - loss: 2.6821e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8314/10000\n",
"3/3 - 0s - loss: 2.2077e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8315/10000\n",
"3/3 - 0s - loss: 1.3019e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8316/10000\n",
"3/3 - 0s - loss: 5.9104e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8317/10000\n",
"3/3 - 0s - loss: 4.6196e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8318/10000\n",
"3/3 - 0s - loss: 2.9544e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8319/10000\n",
"3/3 - 0s - loss: 2.6734e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8320/10000\n",
"3/3 - 0s - loss: 4.4010e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8321/10000\n",
"3/3 - 0s - loss: 6.0493e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8322/10000\n",
"3/3 - 0s - loss: 7.0192e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8323/10000\n",
"3/3 - 0s - loss: 1.7651e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8324/10000\n",
"3/3 - 0s - loss: 2.3647e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8325/10000\n",
"3/3 - 0s - loss: 2.5480e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8326/10000\n",
"3/3 - 0s - loss: 3.9566e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8327/10000\n",
"3/3 - 0s - loss: 2.2059e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8328/10000\n",
"3/3 - 0s - loss: 1.0468e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8329/10000\n",
"3/3 - 0s - loss: 1.5884e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8330/10000\n",
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"Epoch 8331/10000\n",
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"Epoch 8332/10000\n",
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"Epoch 8333/10000\n",
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"Epoch 8334/10000\n",
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"Epoch 8336/10000\n",
"3/3 - 0s - loss: 1.7055e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8337/10000\n",
"3/3 - 0s - loss: 1.0781e-06 - 16ms/epoch - 5ms/step\n",
"Epoch 8338/10000\n",
"3/3 - 0s - loss: 9.8101e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8339/10000\n",
"3/3 - 0s - loss: 1.0472e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8340/10000\n",
"3/3 - 0s - loss: 2.0788e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 8341/10000\n",
"3/3 - 0s - loss: 7.6381e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8342/10000\n",
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"Epoch 8343/10000\n",
"3/3 - 0s - loss: 1.4145e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8344/10000\n",
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"Epoch 8345/10000\n",
"3/3 - 0s - loss: 2.9157e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8346/10000\n",
"3/3 - 0s - loss: 1.0894e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8347/10000\n",
"3/3 - 0s - loss: 5.5576e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8348/10000\n",
"3/3 - 0s - loss: 9.3424e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8349/10000\n",
"3/3 - 0s - loss: 2.9780e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8350/10000\n",
"3/3 - 0s - loss: 4.7051e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8351/10000\n",
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"Epoch 8352/10000\n",
"3/3 - 0s - loss: 8.6232e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8353/10000\n",
"3/3 - 0s - loss: 1.3097e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8354/10000\n",
"3/3 - 0s - loss: 3.1140e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 8355/10000\n",
"3/3 - 0s - loss: 6.5624e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8356/10000\n",
"3/3 - 0s - loss: 5.8471e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8357/10000\n",
"3/3 - 0s - loss: 4.0134e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 8358/10000\n",
"3/3 - 0s - loss: 3.0519e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8359/10000\n",
"3/3 - 0s - loss: 3.7939e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8360/10000\n",
"3/3 - 0s - loss: 4.3991e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8361/10000\n",
"3/3 - 0s - loss: 9.3309e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8362/10000\n",
"3/3 - 0s - loss: 9.9272e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8363/10000\n",
"3/3 - 0s - loss: 9.2482e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8364/10000\n",
"3/3 - 0s - loss: 3.9481e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8365/10000\n",
"3/3 - 0s - loss: 2.8632e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8366/10000\n",
"3/3 - 0s - loss: 3.1117e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8367/10000\n",
"3/3 - 0s - loss: 2.8630e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8368/10000\n",
"3/3 - 0s - loss: 2.7084e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8369/10000\n",
"3/3 - 0s - loss: 2.6338e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8370/10000\n",
"3/3 - 0s - loss: 7.9076e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8371/10000\n",
"3/3 - 0s - loss: 1.7284e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8372/10000\n",
"3/3 - 0s - loss: 1.9696e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8373/10000\n",
"3/3 - 0s - loss: 1.2966e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8374/10000\n",
"3/3 - 0s - loss: 1.1274e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8375/10000\n",
"3/3 - 0s - loss: 9.4480e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8376/10000\n",
"3/3 - 0s - loss: 6.6848e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 8377/10000\n",
"3/3 - 0s - loss: 3.2290e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8378/10000\n",
"3/3 - 0s - loss: 3.1918e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8379/10000\n",
"3/3 - 0s - loss: 3.6137e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8380/10000\n",
"3/3 - 0s - loss: 2.8697e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8381/10000\n",
"3/3 - 0s - loss: 8.0944e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8382/10000\n",
"3/3 - 0s - loss: 4.6400e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 8383/10000\n",
"3/3 - 0s - loss: 9.2681e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 8384/10000\n",
"3/3 - 0s - loss: 1.1416e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8385/10000\n",
"3/3 - 0s - loss: 2.0231e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8386/10000\n",
"3/3 - 0s - loss: 2.0271e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8387/10000\n",
"3/3 - 0s - loss: 4.9523e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8388/10000\n",
"3/3 - 0s - loss: 7.9994e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8389/10000\n",
"3/3 - 0s - loss: 8.9870e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8390/10000\n",
"3/3 - 0s - loss: 7.8409e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8391/10000\n",
"3/3 - 0s - loss: 7.0091e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8392/10000\n",
"3/3 - 0s - loss: 3.8982e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8393/10000\n",
"3/3 - 0s - loss: 5.5733e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8394/10000\n",
"3/3 - 0s - loss: 5.6926e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8395/10000\n",
"3/3 - 0s - loss: 3.8415e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8396/10000\n",
"3/3 - 0s - loss: 1.8648e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8397/10000\n",
"3/3 - 0s - loss: 1.1081e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8398/10000\n",
"3/3 - 0s - loss: 1.8543e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8399/10000\n",
"3/3 - 0s - loss: 1.3215e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8400/10000\n",
"3/3 - 0s - loss: 3.9419e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8401/10000\n",
"3/3 - 0s - loss: 3.7561e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8402/10000\n",
"3/3 - 0s - loss: 9.1262e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8403/10000\n",
"3/3 - 0s - loss: 5.7031e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8404/10000\n",
"3/3 - 0s - loss: 6.5967e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8405/10000\n",
"3/3 - 0s - loss: 3.2911e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8406/10000\n",
"3/3 - 0s - loss: 9.0803e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8407/10000\n",
"3/3 - 0s - loss: 7.8340e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8408/10000\n",
"3/3 - 0s - loss: 6.8298e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8409/10000\n",
"3/3 - 0s - loss: 8.6410e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8410/10000\n",
"3/3 - 0s - loss: 1.0401e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8411/10000\n",
"3/3 - 0s - loss: 2.2003e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8412/10000\n",
"3/3 - 0s - loss: 2.7223e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8413/10000\n",
"3/3 - 0s - loss: 4.3479e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8414/10000\n",
"3/3 - 0s - loss: 2.2765e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8415/10000\n",
"3/3 - 0s - loss: 2.0960e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8416/10000\n",
"3/3 - 0s - loss: 2.2179e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8417/10000\n",
"3/3 - 0s - loss: 2.0865e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8418/10000\n",
"3/3 - 0s - loss: 3.5328e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8419/10000\n",
"3/3 - 0s - loss: 2.7357e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8420/10000\n",
"3/3 - 0s - loss: 2.0351e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8421/10000\n",
"3/3 - 0s - loss: 6.7060e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8422/10000\n",
"3/3 - 0s - loss: 2.0453e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8423/10000\n",
"3/3 - 0s - loss: 4.5234e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 8424/10000\n",
"3/3 - 0s - loss: 2.7057e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8425/10000\n",
"3/3 - 0s - loss: 5.3525e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8426/10000\n",
"3/3 - 0s - loss: 1.0266e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8427/10000\n",
"3/3 - 0s - loss: 2.8654e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8428/10000\n",
"3/3 - 0s - loss: 4.5408e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8429/10000\n",
"3/3 - 0s - loss: 5.6803e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8430/10000\n",
"3/3 - 0s - loss: 4.1297e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8431/10000\n",
"3/3 - 0s - loss: 4.1705e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8432/10000\n",
"3/3 - 0s - loss: 6.9196e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8433/10000\n",
"3/3 - 0s - loss: 1.0230e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8434/10000\n",
"3/3 - 0s - loss: 2.1076e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8435/10000\n",
"3/3 - 0s - loss: 9.2751e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8436/10000\n",
"3/3 - 0s - loss: 2.9684e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8437/10000\n",
"3/3 - 0s - loss: 1.6565e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8438/10000\n",
"3/3 - 0s - loss: 2.1533e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8439/10000\n",
"3/3 - 0s - loss: 5.5538e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8440/10000\n",
"3/3 - 0s - loss: 3.0105e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8441/10000\n",
"3/3 - 0s - loss: 1.9306e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8442/10000\n",
"3/3 - 0s - loss: 1.8693e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8443/10000\n",
"3/3 - 0s - loss: 2.8795e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8444/10000\n",
"3/3 - 0s - loss: 3.4561e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8445/10000\n",
"3/3 - 0s - loss: 9.0732e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8446/10000\n",
"3/3 - 0s - loss: 2.6393e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8447/10000\n",
"3/3 - 0s - loss: 3.2750e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8448/10000\n",
"3/3 - 0s - loss: 8.1076e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8449/10000\n",
"3/3 - 0s - loss: 1.2927e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8450/10000\n",
"3/3 - 0s - loss: 1.1856e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8451/10000\n",
"3/3 - 0s - loss: 1.3306e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8452/10000\n",
"3/3 - 0s - loss: 1.2092e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8453/10000\n",
"3/3 - 0s - loss: 9.1734e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8454/10000\n",
"3/3 - 0s - loss: 3.2753e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8455/10000\n",
"3/3 - 0s - loss: 1.8002e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8456/10000\n",
"3/3 - 0s - loss: 2.2337e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8457/10000\n",
"3/3 - 0s - loss: 5.1328e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8458/10000\n",
"3/3 - 0s - loss: 2.1763e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8459/10000\n",
"3/3 - 0s - loss: 3.3372e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8460/10000\n",
"3/3 - 0s - loss: 7.7231e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8461/10000\n",
"3/3 - 0s - loss: 4.3624e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8462/10000\n",
"3/3 - 0s - loss: 1.5305e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8463/10000\n",
"3/3 - 0s - loss: 1.7454e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8464/10000\n",
"3/3 - 0s - loss: 4.3423e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8465/10000\n",
"3/3 - 0s - loss: 2.7978e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8466/10000\n",
"3/3 - 0s - loss: 2.2245e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8467/10000\n",
"3/3 - 0s - loss: 2.8264e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8468/10000\n",
"3/3 - 0s - loss: 3.3193e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8469/10000\n",
"3/3 - 0s - loss: 3.3877e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8470/10000\n",
"3/3 - 0s - loss: 2.0126e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 8471/10000\n",
"3/3 - 0s - loss: 5.9707e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 8472/10000\n",
"3/3 - 0s - loss: 1.0824e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8473/10000\n",
"3/3 - 0s - loss: 1.0389e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8474/10000\n",
"3/3 - 0s - loss: 1.2143e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8475/10000\n",
"3/3 - 0s - loss: 1.2165e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8476/10000\n",
"3/3 - 0s - loss: 3.0953e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8477/10000\n",
"3/3 - 0s - loss: 4.8609e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8478/10000\n",
"3/3 - 0s - loss: 1.4425e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8479/10000\n",
"3/3 - 0s - loss: 1.2241e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8480/10000\n",
"3/3 - 0s - loss: 1.6445e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8481/10000\n",
"3/3 - 0s - loss: 2.9765e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8482/10000\n",
"3/3 - 0s - loss: 5.0971e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8483/10000\n",
"3/3 - 0s - loss: 5.1466e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8484/10000\n",
"3/3 - 0s - loss: 7.7499e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8485/10000\n",
"3/3 - 0s - loss: 5.0588e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8486/10000\n",
"3/3 - 0s - loss: 4.7692e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8487/10000\n",
"3/3 - 0s - loss: 4.3013e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8488/10000\n",
"3/3 - 0s - loss: 6.5691e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8489/10000\n",
"3/3 - 0s - loss: 2.8996e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8490/10000\n",
"3/3 - 0s - loss: 1.8309e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8491/10000\n",
"3/3 - 0s - loss: 2.9578e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8492/10000\n",
"3/3 - 0s - loss: 2.5997e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8493/10000\n",
"3/3 - 0s - loss: 2.2137e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8494/10000\n",
"3/3 - 0s - loss: 3.7530e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8495/10000\n",
"3/3 - 0s - loss: 3.2643e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8496/10000\n",
"3/3 - 0s - loss: 5.5365e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8497/10000\n",
"3/3 - 0s - loss: 8.6764e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8498/10000\n",
"3/3 - 0s - loss: 8.4309e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8499/10000\n",
"3/3 - 0s - loss: 9.8186e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8500/10000\n",
"3/3 - 0s - loss: 1.1712e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8501/10000\n",
"3/3 - 0s - loss: 5.1342e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8502/10000\n",
"3/3 - 0s - loss: 7.5313e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8503/10000\n",
"3/3 - 0s - loss: 4.3511e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8504/10000\n",
"3/3 - 0s - loss: 6.4657e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8505/10000\n",
"3/3 - 0s - loss: 8.3598e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8506/10000\n",
"3/3 - 0s - loss: 1.4453e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8507/10000\n",
"3/3 - 0s - loss: 3.3285e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8508/10000\n",
"3/3 - 0s - loss: 1.3633e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8509/10000\n",
"3/3 - 0s - loss: 1.8600e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8510/10000\n",
"3/3 - 0s - loss: 1.6205e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8511/10000\n",
"3/3 - 0s - loss: 3.3650e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8512/10000\n",
"3/3 - 0s - loss: 5.0223e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8513/10000\n",
"3/3 - 0s - loss: 5.9985e-06 - 17ms/epoch - 6ms/step\n",
"Epoch 8514/10000\n",
"3/3 - 0s - loss: 1.5404e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8515/10000\n",
"3/3 - 0s - loss: 2.4399e-05 - 21ms/epoch - 7ms/step\n",
"Epoch 8516/10000\n",
"3/3 - 0s - loss: 1.3150e-04 - 18ms/epoch - 6ms/step\n",
"Epoch 8517/10000\n",
"3/3 - 0s - loss: 3.6368e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 8518/10000\n",
"3/3 - 0s - loss: 9.7049e-04 - 21ms/epoch - 7ms/step\n",
"Epoch 8519/10000\n",
"3/3 - 0s - loss: 0.0037 - 19ms/epoch - 6ms/step\n",
"Epoch 8520/10000\n",
"3/3 - 0s - loss: 0.0048 - 19ms/epoch - 6ms/step\n",
"Epoch 8521/10000\n",
"3/3 - 0s - loss: 0.0928 - 19ms/epoch - 6ms/step\n",
"Epoch 8522/10000\n",
"3/3 - 0s - loss: 0.0167 - 19ms/epoch - 6ms/step\n",
"Epoch 8523/10000\n",
"3/3 - 0s - loss: 0.0254 - 19ms/epoch - 6ms/step\n",
"Epoch 8524/10000\n",
"3/3 - 0s - loss: 0.0089 - 21ms/epoch - 7ms/step\n",
"Epoch 8525/10000\n",
"3/3 - 0s - loss: 0.0095 - 19ms/epoch - 6ms/step\n",
"Epoch 8526/10000\n",
"3/3 - 0s - loss: 0.0032 - 18ms/epoch - 6ms/step\n",
"Epoch 8527/10000\n",
"3/3 - 0s - loss: 0.0013 - 20ms/epoch - 7ms/step\n",
"Epoch 8528/10000\n",
"3/3 - 0s - loss: 0.0024 - 19ms/epoch - 6ms/step\n",
"Epoch 8529/10000\n",
"3/3 - 0s - loss: 0.0022 - 18ms/epoch - 6ms/step\n",
"Epoch 8530/10000\n",
"3/3 - 0s - loss: 6.0587e-04 - 20ms/epoch - 7ms/step\n",
"Epoch 8531/10000\n",
"3/3 - 0s - loss: 6.2018e-04 - 18ms/epoch - 6ms/step\n",
"Epoch 8532/10000\n",
"3/3 - 0s - loss: 8.9289e-04 - 18ms/epoch - 6ms/step\n",
"Epoch 8533/10000\n",
"3/3 - 0s - loss: 2.4172e-04 - 18ms/epoch - 6ms/step\n",
"Epoch 8534/10000\n",
"3/3 - 0s - loss: 2.5360e-04 - 18ms/epoch - 6ms/step\n",
"Epoch 8535/10000\n",
"3/3 - 0s - loss: 3.4316e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 8536/10000\n",
"3/3 - 0s - loss: 1.8353e-04 - 18ms/epoch - 6ms/step\n",
"Epoch 8537/10000\n",
"3/3 - 0s - loss: 2.4082e-04 - 20ms/epoch - 7ms/step\n",
"Epoch 8538/10000\n",
"3/3 - 0s - loss: 9.2056e-05 - 17ms/epoch - 6ms/step\n",
"Epoch 8539/10000\n",
"3/3 - 0s - loss: 9.7971e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8540/10000\n",
"3/3 - 0s - loss: 9.7403e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8541/10000\n",
"3/3 - 0s - loss: 7.6158e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8542/10000\n",
"3/3 - 0s - loss: 7.3181e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8543/10000\n",
"3/3 - 0s - loss: 2.3336e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 8544/10000\n",
"3/3 - 0s - loss: 3.5410e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 8545/10000\n",
"3/3 - 0s - loss: 2.5291e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8546/10000\n",
"3/3 - 0s - loss: 2.5085e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8547/10000\n",
"3/3 - 0s - loss: 1.4003e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 8548/10000\n",
"3/3 - 0s - loss: 8.7779e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8549/10000\n",
"3/3 - 0s - loss: 8.7356e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 8550/10000\n",
"3/3 - 0s - loss: 7.2234e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 8551/10000\n",
"3/3 - 0s - loss: 4.6228e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8552/10000\n",
"3/3 - 0s - loss: 3.9178e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8553/10000\n",
"3/3 - 0s - loss: 3.2816e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8554/10000\n",
"3/3 - 0s - loss: 3.0771e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8555/10000\n",
"3/3 - 0s - loss: 2.4586e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8556/10000\n",
"3/3 - 0s - loss: 2.1688e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8557/10000\n",
"3/3 - 0s - loss: 1.1343e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 8558/10000\n",
"3/3 - 0s - loss: 1.3245e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8559/10000\n",
"3/3 - 0s - loss: 1.1257e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 8560/10000\n",
"3/3 - 0s - loss: 7.8201e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8561/10000\n",
"3/3 - 0s - loss: 7.2475e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8562/10000\n",
"3/3 - 0s - loss: 5.2038e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8563/10000\n",
"3/3 - 0s - loss: 5.6317e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8564/10000\n",
"3/3 - 0s - loss: 4.8178e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8565/10000\n",
"3/3 - 0s - loss: 3.9701e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8566/10000\n",
"3/3 - 0s - loss: 4.5184e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8567/10000\n",
"3/3 - 0s - loss: 4.2605e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8568/10000\n",
"3/3 - 0s - loss: 3.5884e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8569/10000\n",
"3/3 - 0s - loss: 3.3765e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8570/10000\n",
"3/3 - 0s - loss: 2.9193e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8571/10000\n",
"3/3 - 0s - loss: 3.0521e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8572/10000\n",
"3/3 - 0s - loss: 2.7348e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8573/10000\n",
"3/3 - 0s - loss: 2.6199e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8574/10000\n",
"3/3 - 0s - loss: 2.6755e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8575/10000\n",
"3/3 - 0s - loss: 2.6407e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8576/10000\n",
"3/3 - 0s - loss: 2.3515e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8577/10000\n",
"3/3 - 0s - loss: 2.5458e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8578/10000\n",
"3/3 - 0s - loss: 2.8739e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8579/10000\n",
"3/3 - 0s - loss: 2.1589e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8580/10000\n",
"3/3 - 0s - loss: 2.1486e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8581/10000\n",
"3/3 - 0s - loss: 2.4729e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8582/10000\n",
"3/3 - 0s - loss: 2.5697e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8583/10000\n",
"3/3 - 0s - loss: 2.4243e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8584/10000\n",
"3/3 - 0s - loss: 2.1109e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8585/10000\n",
"3/3 - 0s - loss: 2.2428e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8586/10000\n",
"3/3 - 0s - loss: 2.1365e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8587/10000\n",
"3/3 - 0s - loss: 2.1388e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8588/10000\n",
"3/3 - 0s - loss: 1.8563e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8589/10000\n",
"3/3 - 0s - loss: 1.7588e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8590/10000\n",
"3/3 - 0s - loss: 1.6493e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8591/10000\n",
"3/3 - 0s - loss: 1.8848e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8592/10000\n",
"3/3 - 0s - loss: 1.7202e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8593/10000\n",
"3/3 - 0s - loss: 1.6953e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8594/10000\n",
"3/3 - 0s - loss: 1.7002e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8595/10000\n",
"3/3 - 0s - loss: 1.6218e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8596/10000\n",
"3/3 - 0s - loss: 1.6557e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8597/10000\n",
"3/3 - 0s - loss: 1.8822e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8598/10000\n",
"3/3 - 0s - loss: 1.7630e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8599/10000\n",
"3/3 - 0s - loss: 1.5691e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8600/10000\n",
"3/3 - 0s - loss: 1.7514e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8601/10000\n",
"3/3 - 0s - loss: 1.5979e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8602/10000\n",
"3/3 - 0s - loss: 1.5139e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8603/10000\n",
"3/3 - 0s - loss: 1.5993e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8604/10000\n",
"3/3 - 0s - loss: 2.0904e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8605/10000\n",
"3/3 - 0s - loss: 2.2683e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8606/10000\n",
"3/3 - 0s - loss: 1.5468e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8607/10000\n",
"3/3 - 0s - loss: 1.6265e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8608/10000\n",
"3/3 - 0s - loss: 1.5676e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8609/10000\n",
"3/3 - 0s - loss: 2.0392e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8610/10000\n",
"3/3 - 0s - loss: 2.1321e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8611/10000\n",
"3/3 - 0s - loss: 2.0401e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8612/10000\n",
"3/3 - 0s - loss: 1.4101e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8613/10000\n",
"3/3 - 0s - loss: 1.2753e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8614/10000\n",
"3/3 - 0s - loss: 1.8257e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8615/10000\n",
"3/3 - 0s - loss: 1.7022e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8616/10000\n",
"3/3 - 0s - loss: 1.6079e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8617/10000\n",
"3/3 - 0s - loss: 1.3748e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8618/10000\n",
"3/3 - 0s - loss: 1.3379e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8619/10000\n",
"3/3 - 0s - loss: 1.8701e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8620/10000\n",
"3/3 - 0s - loss: 1.7743e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8621/10000\n",
"3/3 - 0s - loss: 1.4793e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8622/10000\n",
"3/3 - 0s - loss: 1.5108e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8623/10000\n",
"3/3 - 0s - loss: 1.1312e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8624/10000\n",
"3/3 - 0s - loss: 1.1928e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8625/10000\n",
"3/3 - 0s - loss: 1.2905e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8626/10000\n",
"3/3 - 0s - loss: 1.2206e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8627/10000\n",
"3/3 - 0s - loss: 1.0998e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8628/10000\n",
"3/3 - 0s - loss: 9.7145e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8629/10000\n",
"3/3 - 0s - loss: 1.0569e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 8630/10000\n",
"3/3 - 0s - loss: 1.0305e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8631/10000\n",
"3/3 - 0s - loss: 9.9817e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8632/10000\n",
"3/3 - 0s - loss: 9.6265e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8633/10000\n",
"3/3 - 0s - loss: 9.9980e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8634/10000\n",
"3/3 - 0s - loss: 9.3632e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8635/10000\n",
"3/3 - 0s - loss: 9.5517e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8636/10000\n",
"3/3 - 0s - loss: 1.1865e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 8637/10000\n",
"3/3 - 0s - loss: 1.0574e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8638/10000\n",
"3/3 - 0s - loss: 1.0383e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8639/10000\n",
"3/3 - 0s - loss: 9.7212e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8640/10000\n",
"3/3 - 0s - loss: 1.0648e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 8641/10000\n",
"3/3 - 0s - loss: 9.1589e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8642/10000\n",
"3/3 - 0s - loss: 9.2190e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8643/10000\n",
"3/3 - 0s - loss: 9.2143e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8644/10000\n",
"3/3 - 0s - loss: 9.6677e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8645/10000\n",
"3/3 - 0s - loss: 8.7276e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8646/10000\n",
"3/3 - 0s - loss: 9.7458e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8647/10000\n",
"3/3 - 0s - loss: 9.1103e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8648/10000\n",
"3/3 - 0s - loss: 8.9632e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8649/10000\n",
"3/3 - 0s - loss: 8.7334e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8650/10000\n",
"3/3 - 0s - loss: 9.8774e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8651/10000\n",
"3/3 - 0s - loss: 9.7477e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8652/10000\n",
"3/3 - 0s - loss: 8.5679e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8653/10000\n",
"3/3 - 0s - loss: 8.5829e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8654/10000\n",
"3/3 - 0s - loss: 9.3901e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8655/10000\n",
"3/3 - 0s - loss: 9.9669e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8656/10000\n",
"3/3 - 0s - loss: 8.0868e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8657/10000\n",
"3/3 - 0s - loss: 8.2696e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8658/10000\n",
"3/3 - 0s - loss: 9.5352e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8659/10000\n",
"3/3 - 0s - loss: 8.7878e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8660/10000\n",
"3/3 - 0s - loss: 8.0451e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8661/10000\n",
"3/3 - 0s - loss: 7.9134e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8662/10000\n",
"3/3 - 0s - loss: 8.0047e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8663/10000\n",
"3/3 - 0s - loss: 8.1823e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8664/10000\n",
"3/3 - 0s - loss: 8.0210e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8665/10000\n",
"3/3 - 0s - loss: 7.3202e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8666/10000\n",
"3/3 - 0s - loss: 8.4766e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8667/10000\n",
"3/3 - 0s - loss: 8.0023e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8668/10000\n",
"3/3 - 0s - loss: 8.0392e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8669/10000\n",
"3/3 - 0s - loss: 7.6356e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8670/10000\n",
"3/3 - 0s - loss: 9.6535e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8671/10000\n",
"3/3 - 0s - loss: 8.8514e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8672/10000\n",
"3/3 - 0s - loss: 1.0092e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 8673/10000\n",
"3/3 - 0s - loss: 8.8278e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8674/10000\n",
"3/3 - 0s - loss: 9.6176e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8675/10000\n",
"3/3 - 0s - loss: 8.4286e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8676/10000\n",
"3/3 - 0s - loss: 7.7838e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8677/10000\n",
"3/3 - 0s - loss: 7.9043e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8678/10000\n",
"3/3 - 0s - loss: 7.2085e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8679/10000\n",
"3/3 - 0s - loss: 7.3502e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8680/10000\n",
"3/3 - 0s - loss: 6.9368e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8681/10000\n",
"3/3 - 0s - loss: 7.4629e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8682/10000\n",
"3/3 - 0s - loss: 7.2725e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8683/10000\n",
"3/3 - 0s - loss: 8.2052e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8684/10000\n",
"3/3 - 0s - loss: 6.7294e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8685/10000\n",
"3/3 - 0s - loss: 7.5877e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8686/10000\n",
"3/3 - 0s - loss: 6.7047e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8687/10000\n",
"3/3 - 0s - loss: 7.4649e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8688/10000\n",
"3/3 - 0s - loss: 6.8740e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8689/10000\n",
"3/3 - 0s - loss: 7.2884e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8690/10000\n",
"3/3 - 0s - loss: 7.1112e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8691/10000\n",
"3/3 - 0s - loss: 6.7148e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8692/10000\n",
"3/3 - 0s - loss: 6.5983e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8693/10000\n",
"3/3 - 0s - loss: 6.9971e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8694/10000\n",
"3/3 - 0s - loss: 7.1605e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8695/10000\n",
"3/3 - 0s - loss: 7.5689e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 8696/10000\n",
"3/3 - 0s - loss: 7.1186e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8697/10000\n",
"3/3 - 0s - loss: 6.3883e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8698/10000\n",
"3/3 - 0s - loss: 7.1543e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8699/10000\n",
"3/3 - 0s - loss: 6.8299e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8700/10000\n",
"3/3 - 0s - loss: 6.3562e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8701/10000\n",
"3/3 - 0s - loss: 6.7811e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8702/10000\n",
"3/3 - 0s - loss: 6.6234e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8703/10000\n",
"3/3 - 0s - loss: 6.5329e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8704/10000\n",
"3/3 - 0s - loss: 6.5098e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8705/10000\n",
"3/3 - 0s - loss: 6.2932e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8706/10000\n",
"3/3 - 0s - loss: 6.9084e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8707/10000\n",
"3/3 - 0s - loss: 6.1303e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8708/10000\n",
"3/3 - 0s - loss: 6.8559e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8709/10000\n",
"3/3 - 0s - loss: 6.4597e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8710/10000\n",
"3/3 - 0s - loss: 6.0823e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8711/10000\n",
"3/3 - 0s - loss: 6.4244e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8712/10000\n",
"3/3 - 0s - loss: 6.1186e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8713/10000\n",
"3/3 - 0s - loss: 6.4022e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8714/10000\n",
"3/3 - 0s - loss: 6.1890e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8715/10000\n",
"3/3 - 0s - loss: 6.0746e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8716/10000\n",
"3/3 - 0s - loss: 6.1749e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8717/10000\n",
"3/3 - 0s - loss: 6.6203e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8718/10000\n",
"3/3 - 0s - loss: 7.4808e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8719/10000\n",
"3/3 - 0s - loss: 6.3811e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8720/10000\n",
"3/3 - 0s - loss: 7.0765e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8721/10000\n",
"3/3 - 0s - loss: 6.1755e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8722/10000\n",
"3/3 - 0s - loss: 6.5287e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8723/10000\n",
"3/3 - 0s - loss: 7.5294e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8724/10000\n",
"3/3 - 0s - loss: 7.8008e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8725/10000\n",
"3/3 - 0s - loss: 7.3870e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8726/10000\n",
"3/3 - 0s - loss: 7.5952e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8727/10000\n",
"3/3 - 0s - loss: 6.7720e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8728/10000\n",
"3/3 - 0s - loss: 6.0010e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8729/10000\n",
"3/3 - 0s - loss: 7.1421e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8730/10000\n",
"3/3 - 0s - loss: 6.2353e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8731/10000\n",
"3/3 - 0s - loss: 6.7431e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8732/10000\n",
"3/3 - 0s - loss: 6.0899e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8733/10000\n",
"3/3 - 0s - loss: 5.9683e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8734/10000\n",
"3/3 - 0s - loss: 5.7586e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8735/10000\n",
"3/3 - 0s - loss: 5.5751e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8736/10000\n",
"3/3 - 0s - loss: 5.7376e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8737/10000\n",
"3/3 - 0s - loss: 5.7189e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8738/10000\n",
"3/3 - 0s - loss: 5.7098e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8739/10000\n",
"3/3 - 0s - loss: 5.7942e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8740/10000\n",
"3/3 - 0s - loss: 5.3634e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8741/10000\n",
"3/3 - 0s - loss: 5.9446e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8742/10000\n",
"3/3 - 0s - loss: 5.4055e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8743/10000\n",
"3/3 - 0s - loss: 5.5932e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8744/10000\n",
"3/3 - 0s - loss: 5.4664e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8745/10000\n",
"3/3 - 0s - loss: 5.6117e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8746/10000\n",
"3/3 - 0s - loss: 6.5554e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8747/10000\n",
"3/3 - 0s - loss: 6.2475e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8748/10000\n",
"3/3 - 0s - loss: 5.4271e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8749/10000\n",
"3/3 - 0s - loss: 6.8020e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8750/10000\n",
"3/3 - 0s - loss: 9.1676e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8751/10000\n",
"3/3 - 0s - loss: 6.7381e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8752/10000\n",
"3/3 - 0s - loss: 8.1560e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8753/10000\n",
"3/3 - 0s - loss: 5.6685e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8754/10000\n",
"3/3 - 0s - loss: 5.3632e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8755/10000\n",
"3/3 - 0s - loss: 5.1268e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8756/10000\n",
"3/3 - 0s - loss: 6.0769e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8757/10000\n",
"3/3 - 0s - loss: 5.5087e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8758/10000\n",
"3/3 - 0s - loss: 6.1261e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8759/10000\n",
"3/3 - 0s - loss: 5.7293e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8760/10000\n",
"3/3 - 0s - loss: 5.6810e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8761/10000\n",
"3/3 - 0s - loss: 5.7459e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8762/10000\n",
"3/3 - 0s - loss: 5.4620e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8763/10000\n",
"3/3 - 0s - loss: 4.8515e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8764/10000\n",
"3/3 - 0s - loss: 5.4686e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8765/10000\n",
"3/3 - 0s - loss: 5.8197e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8766/10000\n",
"3/3 - 0s - loss: 5.5388e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8767/10000\n",
"3/3 - 0s - loss: 6.1232e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8768/10000\n",
"3/3 - 0s - loss: 5.1709e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8769/10000\n",
"3/3 - 0s - loss: 5.8248e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8770/10000\n",
"3/3 - 0s - loss: 4.9295e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8771/10000\n",
"3/3 - 0s - loss: 4.9804e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8772/10000\n",
"3/3 - 0s - loss: 4.7001e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8773/10000\n",
"3/3 - 0s - loss: 5.3644e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8774/10000\n",
"3/3 - 0s - loss: 5.7239e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8775/10000\n",
"3/3 - 0s - loss: 6.4287e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8776/10000\n",
"3/3 - 0s - loss: 4.8960e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8777/10000\n",
"3/3 - 0s - loss: 5.5728e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8778/10000\n",
"3/3 - 0s - loss: 5.5361e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8779/10000\n",
"3/3 - 0s - loss: 4.7059e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8780/10000\n",
"3/3 - 0s - loss: 5.1327e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8781/10000\n",
"3/3 - 0s - loss: 4.6721e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8782/10000\n",
"3/3 - 0s - loss: 4.6023e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8783/10000\n",
"3/3 - 0s - loss: 4.5207e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8784/10000\n",
"3/3 - 0s - loss: 4.5090e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8785/10000\n",
"3/3 - 0s - loss: 4.5468e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8786/10000\n",
"3/3 - 0s - loss: 4.4560e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8787/10000\n",
"3/3 - 0s - loss: 4.8502e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8788/10000\n",
"3/3 - 0s - loss: 4.5233e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8789/10000\n",
"3/3 - 0s - loss: 4.9237e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8790/10000\n",
"3/3 - 0s - loss: 4.7969e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8791/10000\n",
"3/3 - 0s - loss: 4.7690e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8792/10000\n",
"3/3 - 0s - loss: 4.6082e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8793/10000\n",
"3/3 - 0s - loss: 4.4085e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8794/10000\n",
"3/3 - 0s - loss: 4.1525e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8795/10000\n",
"3/3 - 0s - loss: 4.3009e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8796/10000\n",
"3/3 - 0s - loss: 4.3250e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8797/10000\n",
"3/3 - 0s - loss: 4.0575e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8798/10000\n",
"3/3 - 0s - loss: 4.4249e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8799/10000\n",
"3/3 - 0s - loss: 4.0394e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8800/10000\n",
"3/3 - 0s - loss: 4.1157e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8801/10000\n",
"3/3 - 0s - loss: 4.2487e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8802/10000\n",
"3/3 - 0s - loss: 4.4282e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8803/10000\n",
"3/3 - 0s - loss: 4.6331e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8804/10000\n",
"3/3 - 0s - loss: 4.8708e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8805/10000\n",
"3/3 - 0s - loss: 4.1948e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8806/10000\n",
"3/3 - 0s - loss: 4.4275e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8807/10000\n",
"3/3 - 0s - loss: 3.9766e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8808/10000\n",
"3/3 - 0s - loss: 3.8930e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8809/10000\n",
"3/3 - 0s - loss: 4.0615e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8810/10000\n",
"3/3 - 0s - loss: 4.1810e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8811/10000\n",
"3/3 - 0s - loss: 4.0908e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8812/10000\n",
"3/3 - 0s - loss: 4.4977e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8813/10000\n",
"3/3 - 0s - loss: 4.2750e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8814/10000\n",
"3/3 - 0s - loss: 4.5337e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8815/10000\n",
"3/3 - 0s - loss: 5.0200e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8816/10000\n",
"3/3 - 0s - loss: 4.6869e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8817/10000\n",
"3/3 - 0s - loss: 4.7255e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8818/10000\n",
"3/3 - 0s - loss: 4.6110e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8819/10000\n",
"3/3 - 0s - loss: 4.0521e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8820/10000\n",
"3/3 - 0s - loss: 5.2403e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8821/10000\n",
"3/3 - 0s - loss: 5.2608e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8822/10000\n",
"3/3 - 0s - loss: 4.0223e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8823/10000\n",
"3/3 - 0s - loss: 4.9113e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8824/10000\n",
"3/3 - 0s - loss: 4.7068e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8825/10000\n",
"3/3 - 0s - loss: 4.5214e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8826/10000\n",
"3/3 - 0s - loss: 3.7244e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8827/10000\n",
"3/3 - 0s - loss: 4.8690e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8828/10000\n",
"3/3 - 0s - loss: 4.7451e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8829/10000\n",
"3/3 - 0s - loss: 3.4020e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8830/10000\n",
"3/3 - 0s - loss: 5.3662e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8831/10000\n",
"3/3 - 0s - loss: 6.7791e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8832/10000\n",
"3/3 - 0s - loss: 5.1331e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8833/10000\n",
"3/3 - 0s - loss: 4.6980e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8834/10000\n",
"3/3 - 0s - loss: 6.6056e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8835/10000\n",
"3/3 - 0s - loss: 4.8644e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8836/10000\n",
"3/3 - 0s - loss: 4.4188e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8837/10000\n",
"3/3 - 0s - loss: 3.9551e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8838/10000\n",
"3/3 - 0s - loss: 3.9575e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8839/10000\n",
"3/3 - 0s - loss: 3.8935e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8840/10000\n",
"3/3 - 0s - loss: 3.7787e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8841/10000\n",
"3/3 - 0s - loss: 4.0005e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8842/10000\n",
"3/3 - 0s - loss: 3.7852e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8843/10000\n",
"3/3 - 0s - loss: 3.7724e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8844/10000\n",
"3/3 - 0s - loss: 4.0693e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8845/10000\n",
"3/3 - 0s - loss: 3.9631e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8846/10000\n",
"3/3 - 0s - loss: 4.3192e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8847/10000\n",
"3/3 - 0s - loss: 4.2410e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8848/10000\n",
"3/3 - 0s - loss: 4.0351e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8849/10000\n",
"3/3 - 0s - loss: 3.7114e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8850/10000\n",
"3/3 - 0s - loss: 3.6463e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8851/10000\n",
"3/3 - 0s - loss: 3.5514e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8852/10000\n",
"3/3 - 0s - loss: 3.7148e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8853/10000\n",
"3/3 - 0s - loss: 3.4261e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8854/10000\n",
"3/3 - 0s - loss: 3.4878e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 8855/10000\n",
"3/3 - 0s - loss: 3.5666e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8856/10000\n",
"3/3 - 0s - loss: 3.6534e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8857/10000\n",
"3/3 - 0s - loss: 3.7342e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8858/10000\n",
"3/3 - 0s - loss: 3.6341e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8859/10000\n",
"3/3 - 0s - loss: 4.0637e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8860/10000\n",
"3/3 - 0s - loss: 4.2567e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8861/10000\n",
"3/3 - 0s - loss: 3.9990e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8862/10000\n",
"3/3 - 0s - loss: 3.7393e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8863/10000\n",
"3/3 - 0s - loss: 3.3855e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8864/10000\n",
"3/3 - 0s - loss: 3.6446e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8865/10000\n",
"3/3 - 0s - loss: 4.1525e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8866/10000\n",
"3/3 - 0s - loss: 3.8341e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8867/10000\n",
"3/3 - 0s - loss: 3.6653e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8868/10000\n",
"3/3 - 0s - loss: 3.2742e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8869/10000\n",
"3/3 - 0s - loss: 3.5676e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8870/10000\n",
"3/3 - 0s - loss: 4.6079e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8871/10000\n",
"3/3 - 0s - loss: 4.3208e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 8872/10000\n",
"3/3 - 0s - loss: 4.7056e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8873/10000\n",
"3/3 - 0s - loss: 4.4391e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8874/10000\n",
"3/3 - 0s - loss: 3.9666e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8875/10000\n",
"3/3 - 0s - loss: 3.3292e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8876/10000\n",
"3/3 - 0s - loss: 4.0899e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8877/10000\n",
"3/3 - 0s - loss: 3.8259e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8878/10000\n",
"3/3 - 0s - loss: 3.6099e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8879/10000\n",
"3/3 - 0s - loss: 3.5461e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8880/10000\n",
"3/3 - 0s - loss: 4.8809e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8881/10000\n",
"3/3 - 0s - loss: 2.9845e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8882/10000\n",
"3/3 - 0s - loss: 4.1555e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8883/10000\n",
"3/3 - 0s - loss: 3.8170e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8884/10000\n",
"3/3 - 0s - loss: 4.1153e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8885/10000\n",
"3/3 - 0s - loss: 3.4121e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8886/10000\n",
"3/3 - 0s - loss: 3.6947e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8887/10000\n",
"3/3 - 0s - loss: 4.9580e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8888/10000\n",
"3/3 - 0s - loss: 3.9289e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8889/10000\n",
"3/3 - 0s - loss: 2.9529e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8890/10000\n",
"3/3 - 0s - loss: 4.6232e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8891/10000\n",
"3/3 - 0s - loss: 4.4101e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8892/10000\n",
"3/3 - 0s - loss: 6.2801e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8893/10000\n",
"3/3 - 0s - loss: 5.7509e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8894/10000\n",
"3/3 - 0s - loss: 5.7984e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8895/10000\n",
"3/3 - 0s - loss: 5.9334e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8896/10000\n",
"3/3 - 0s - loss: 6.5936e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8897/10000\n",
"3/3 - 0s - loss: 5.3833e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8898/10000\n",
"3/3 - 0s - loss: 6.8163e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8899/10000\n",
"3/3 - 0s - loss: 6.1149e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8900/10000\n",
"3/3 - 0s - loss: 5.2597e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8901/10000\n",
"3/3 - 0s - loss: 5.7247e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8902/10000\n",
"3/3 - 0s - loss: 4.0357e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8903/10000\n",
"3/3 - 0s - loss: 3.8149e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8904/10000\n",
"3/3 - 0s - loss: 3.7545e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8905/10000\n",
"3/3 - 0s - loss: 3.0263e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8906/10000\n",
"3/3 - 0s - loss: 3.0631e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8907/10000\n",
"3/3 - 0s - loss: 3.3993e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8908/10000\n",
"3/3 - 0s - loss: 3.1264e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8909/10000\n",
"3/3 - 0s - loss: 3.1647e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8910/10000\n",
"3/3 - 0s - loss: 3.2057e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8911/10000\n",
"3/3 - 0s - loss: 3.3958e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8912/10000\n",
"3/3 - 0s - loss: 3.8712e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8913/10000\n",
"3/3 - 0s - loss: 2.8908e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8914/10000\n",
"3/3 - 0s - loss: 3.0686e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8915/10000\n",
"3/3 - 0s - loss: 3.4955e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8916/10000\n",
"3/3 - 0s - loss: 2.9640e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8917/10000\n",
"3/3 - 0s - loss: 2.7412e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8918/10000\n",
"3/3 - 0s - loss: 2.8136e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8919/10000\n",
"3/3 - 0s - loss: 2.8991e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8920/10000\n",
"3/3 - 0s - loss: 2.6847e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8921/10000\n",
"3/3 - 0s - loss: 2.9187e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8922/10000\n",
"3/3 - 0s - loss: 2.8040e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8923/10000\n",
"3/3 - 0s - loss: 2.8628e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8924/10000\n",
"3/3 - 0s - loss: 2.7022e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8925/10000\n",
"3/3 - 0s - loss: 2.7098e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8926/10000\n",
"3/3 - 0s - loss: 2.8199e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8927/10000\n",
"3/3 - 0s - loss: 2.9771e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8928/10000\n",
"3/3 - 0s - loss: 2.8005e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8929/10000\n",
"3/3 - 0s - loss: 2.9561e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8930/10000\n",
"3/3 - 0s - loss: 2.6237e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8931/10000\n",
"3/3 - 0s - loss: 2.9083e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8932/10000\n",
"3/3 - 0s - loss: 2.6297e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8933/10000\n",
"3/3 - 0s - loss: 2.6940e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8934/10000\n",
"3/3 - 0s - loss: 2.5859e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8935/10000\n",
"3/3 - 0s - loss: 2.7109e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8936/10000\n",
"3/3 - 0s - loss: 3.3486e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8937/10000\n",
"3/3 - 0s - loss: 3.3468e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8938/10000\n",
"3/3 - 0s - loss: 2.9109e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8939/10000\n",
"3/3 - 0s - loss: 3.1788e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8940/10000\n",
"3/3 - 0s - loss: 3.1202e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8941/10000\n",
"3/3 - 0s - loss: 2.6964e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8942/10000\n",
"3/3 - 0s - loss: 2.6274e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8943/10000\n",
"3/3 - 0s - loss: 2.9239e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8944/10000\n",
"3/3 - 0s - loss: 2.8744e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8945/10000\n",
"3/3 - 0s - loss: 3.1424e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8946/10000\n",
"3/3 - 0s - loss: 3.0441e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8947/10000\n",
"3/3 - 0s - loss: 3.3608e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8948/10000\n",
"3/3 - 0s - loss: 3.1370e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8949/10000\n",
"3/3 - 0s - loss: 2.5411e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8950/10000\n",
"3/3 - 0s - loss: 2.9297e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8951/10000\n",
"3/3 - 0s - loss: 3.1618e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8952/10000\n",
"3/3 - 0s - loss: 3.3328e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8953/10000\n",
"3/3 - 0s - loss: 3.9854e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8954/10000\n",
"3/3 - 0s - loss: 3.3181e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8955/10000\n",
"3/3 - 0s - loss: 4.2588e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8956/10000\n",
"3/3 - 0s - loss: 2.9787e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8957/10000\n",
"3/3 - 0s - loss: 3.6893e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8958/10000\n",
"3/3 - 0s - loss: 2.5324e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8959/10000\n",
"3/3 - 0s - loss: 3.0692e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8960/10000\n",
"3/3 - 0s - loss: 2.5140e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8961/10000\n",
"3/3 - 0s - loss: 2.7021e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8962/10000\n",
"3/3 - 0s - loss: 2.7988e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8963/10000\n",
"3/3 - 0s - loss: 2.5436e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8964/10000\n",
"3/3 - 0s - loss: 2.7689e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8965/10000\n",
"3/3 - 0s - loss: 2.5000e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8966/10000\n",
"3/3 - 0s - loss: 2.6457e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8967/10000\n",
"3/3 - 0s - loss: 2.7846e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8968/10000\n",
"3/3 - 0s - loss: 2.6153e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8969/10000\n",
"3/3 - 0s - loss: 2.9158e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8970/10000\n",
"3/3 - 0s - loss: 3.0072e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8971/10000\n",
"3/3 - 0s - loss: 2.4065e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8972/10000\n",
"3/3 - 0s - loss: 2.7883e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8973/10000\n",
"3/3 - 0s - loss: 2.6659e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8974/10000\n",
"3/3 - 0s - loss: 2.5959e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 8975/10000\n",
"3/3 - 0s - loss: 2.5034e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8976/10000\n",
"3/3 - 0s - loss: 2.6879e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8977/10000\n",
"3/3 - 0s - loss: 3.0869e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8978/10000\n",
"3/3 - 0s - loss: 2.5654e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8979/10000\n",
"3/3 - 0s - loss: 2.7914e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8980/10000\n",
"3/3 - 0s - loss: 2.7145e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8981/10000\n",
"3/3 - 0s - loss: 2.5109e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8982/10000\n",
"3/3 - 0s - loss: 2.7158e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8983/10000\n",
"3/3 - 0s - loss: 2.9404e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8984/10000\n",
"3/3 - 0s - loss: 2.4860e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8985/10000\n",
"3/3 - 0s - loss: 2.5472e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8986/10000\n",
"3/3 - 0s - loss: 2.5516e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8987/10000\n",
"3/3 - 0s - loss: 2.5666e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8988/10000\n",
"3/3 - 0s - loss: 2.8263e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 8989/10000\n",
"3/3 - 0s - loss: 2.9221e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8990/10000\n",
"3/3 - 0s - loss: 4.5777e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8991/10000\n",
"3/3 - 0s - loss: 3.8925e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 8992/10000\n",
"3/3 - 0s - loss: 5.0925e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8993/10000\n",
"3/3 - 0s - loss: 6.2353e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8994/10000\n",
"3/3 - 0s - loss: 4.8184e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8995/10000\n",
"3/3 - 0s - loss: 4.7492e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8996/10000\n",
"3/3 - 0s - loss: 7.3942e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 8997/10000\n",
"3/3 - 0s - loss: 5.6455e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 8998/10000\n",
"3/3 - 0s - loss: 3.3788e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 8999/10000\n",
"3/3 - 0s - loss: 3.2428e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9000/10000\n",
"3/3 - 0s - loss: 3.1153e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9001/10000\n",
"3/3 - 0s - loss: 2.8646e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9002/10000\n",
"3/3 - 0s - loss: 3.2637e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9003/10000\n",
"3/3 - 0s - loss: 2.3655e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9004/10000\n",
"3/3 - 0s - loss: 2.6977e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9005/10000\n",
"3/3 - 0s - loss: 2.6367e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9006/10000\n",
"3/3 - 0s - loss: 2.8823e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9007/10000\n",
"3/3 - 0s - loss: 2.8736e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9008/10000\n",
"3/3 - 0s - loss: 2.5953e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9009/10000\n",
"3/3 - 0s - loss: 2.9079e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9010/10000\n",
"3/3 - 0s - loss: 2.6339e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9011/10000\n",
"3/3 - 0s - loss: 2.9404e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9012/10000\n",
"3/3 - 0s - loss: 3.5002e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9013/10000\n",
"3/3 - 0s - loss: 3.5179e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9014/10000\n",
"3/3 - 0s - loss: 2.2783e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9015/10000\n",
"3/3 - 0s - loss: 2.3053e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9016/10000\n",
"3/3 - 0s - loss: 2.5130e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9017/10000\n",
"3/3 - 0s - loss: 2.3436e-08 - 16ms/epoch - 5ms/step\n",
"Epoch 9018/10000\n",
"3/3 - 0s - loss: 3.1576e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9019/10000\n",
"3/3 - 0s - loss: 4.0643e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9020/10000\n",
"3/3 - 0s - loss: 2.4556e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9021/10000\n",
"3/3 - 0s - loss: 3.8161e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9022/10000\n",
"3/3 - 0s - loss: 2.9164e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9023/10000\n",
"3/3 - 0s - loss: 2.6395e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9024/10000\n",
"3/3 - 0s - loss: 3.1081e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9025/10000\n",
"3/3 - 0s - loss: 2.2935e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9026/10000\n",
"3/3 - 0s - loss: 2.1633e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9027/10000\n",
"3/3 - 0s - loss: 2.3867e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9028/10000\n",
"3/3 - 0s - loss: 2.3103e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9029/10000\n",
"3/3 - 0s - loss: 2.1533e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9030/10000\n",
"3/3 - 0s - loss: 2.2310e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9031/10000\n",
"3/3 - 0s - loss: 2.1825e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9032/10000\n",
"3/3 - 0s - loss: 2.2302e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9033/10000\n",
"3/3 - 0s - loss: 2.3744e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9034/10000\n",
"3/3 - 0s - loss: 2.0428e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9035/10000\n",
"3/3 - 0s - loss: 2.5792e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9036/10000\n",
"3/3 - 0s - loss: 2.2561e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9037/10000\n",
"3/3 - 0s - loss: 2.2945e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9038/10000\n",
"3/3 - 0s - loss: 2.5862e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9039/10000\n",
"3/3 - 0s - loss: 2.1941e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9040/10000\n",
"3/3 - 0s - loss: 2.2133e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9041/10000\n",
"3/3 - 0s - loss: 3.5158e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9042/10000\n",
"3/3 - 0s - loss: 4.1857e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9043/10000\n",
"3/3 - 0s - loss: 3.3802e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9044/10000\n",
"3/3 - 0s - loss: 3.1587e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9045/10000\n",
"3/3 - 0s - loss: 2.4428e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9046/10000\n",
"3/3 - 0s - loss: 2.3140e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9047/10000\n",
"3/3 - 0s - loss: 2.9075e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9048/10000\n",
"3/3 - 0s - loss: 3.0454e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9049/10000\n",
"3/3 - 0s - loss: 2.3391e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9050/10000\n",
"3/3 - 0s - loss: 2.4613e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9051/10000\n",
"3/3 - 0s - loss: 2.0213e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9052/10000\n",
"3/3 - 0s - loss: 2.2439e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9053/10000\n",
"3/3 - 0s - loss: 2.0396e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9054/10000\n",
"3/3 - 0s - loss: 2.0703e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9055/10000\n",
"3/3 - 0s - loss: 2.0289e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9056/10000\n",
"3/3 - 0s - loss: 2.1097e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9057/10000\n",
"3/3 - 0s - loss: 1.9102e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9058/10000\n",
"3/3 - 0s - loss: 1.9799e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9059/10000\n",
"3/3 - 0s - loss: 1.9641e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9060/10000\n",
"3/3 - 0s - loss: 2.0731e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9061/10000\n",
"3/3 - 0s - loss: 2.1819e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9062/10000\n",
"3/3 - 0s - loss: 2.3690e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9063/10000\n",
"3/3 - 0s - loss: 2.0733e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9064/10000\n",
"3/3 - 0s - loss: 2.2451e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9065/10000\n",
"3/3 - 0s - loss: 2.1596e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9066/10000\n",
"3/3 - 0s - loss: 2.4277e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9067/10000\n",
"3/3 - 0s - loss: 2.1802e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9068/10000\n",
"3/3 - 0s - loss: 2.1076e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9069/10000\n",
"3/3 - 0s - loss: 2.3614e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9070/10000\n",
"3/3 - 0s - loss: 2.4173e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9071/10000\n",
"3/3 - 0s - loss: 3.2764e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9072/10000\n",
"3/3 - 0s - loss: 4.3742e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9073/10000\n",
"3/3 - 0s - loss: 5.8773e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9074/10000\n",
"3/3 - 0s - loss: 5.2151e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9075/10000\n",
"3/3 - 0s - loss: 3.6471e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9076/10000\n",
"3/3 - 0s - loss: 5.1618e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9077/10000\n",
"3/3 - 0s - loss: 3.3277e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9078/10000\n",
"3/3 - 0s - loss: 3.9815e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9079/10000\n",
"3/3 - 0s - loss: 4.5017e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9080/10000\n",
"3/3 - 0s - loss: 5.1247e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9081/10000\n",
"3/3 - 0s - loss: 3.2626e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9082/10000\n",
"3/3 - 0s - loss: 2.4861e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9083/10000\n",
"3/3 - 0s - loss: 2.4480e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9084/10000\n",
"3/3 - 0s - loss: 1.8779e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9085/10000\n",
"3/3 - 0s - loss: 2.8273e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9086/10000\n",
"3/3 - 0s - loss: 1.5963e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9087/10000\n",
"3/3 - 0s - loss: 2.3350e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9088/10000\n",
"3/3 - 0s - loss: 1.8261e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9089/10000\n",
"3/3 - 0s - loss: 1.8819e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9090/10000\n",
"3/3 - 0s - loss: 2.1129e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 9091/10000\n",
"3/3 - 0s - loss: 1.7690e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9092/10000\n",
"3/3 - 0s - loss: 1.6678e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 9093/10000\n",
"3/3 - 0s - loss: 1.9546e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9094/10000\n",
"3/3 - 0s - loss: 2.0635e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9095/10000\n",
"3/3 - 0s - loss: 2.8860e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9096/10000\n",
"3/3 - 0s - loss: 2.8323e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 9097/10000\n",
"3/3 - 0s - loss: 2.4684e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9098/10000\n",
"3/3 - 0s - loss: 2.5623e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9099/10000\n",
"3/3 - 0s - loss: 2.5650e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9100/10000\n",
"3/3 - 0s - loss: 1.9391e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9101/10000\n",
"3/3 - 0s - loss: 2.3018e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9102/10000\n",
"3/3 - 0s - loss: 2.3758e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9103/10000\n",
"3/3 - 0s - loss: 2.1521e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9104/10000\n",
"3/3 - 0s - loss: 1.9685e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9105/10000\n",
"3/3 - 0s - loss: 1.9830e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9106/10000\n",
"3/3 - 0s - loss: 1.6391e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9107/10000\n",
"3/3 - 0s - loss: 1.7228e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9108/10000\n",
"3/3 - 0s - loss: 1.7353e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9109/10000\n",
"3/3 - 0s - loss: 1.6513e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9110/10000\n",
"3/3 - 0s - loss: 1.6122e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9111/10000\n",
"3/3 - 0s - loss: 1.5425e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9112/10000\n",
"3/3 - 0s - loss: 1.5497e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9113/10000\n",
"3/3 - 0s - loss: 1.5761e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9114/10000\n",
"3/3 - 0s - loss: 1.7489e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9115/10000\n",
"3/3 - 0s - loss: 2.0697e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9116/10000\n",
"3/3 - 0s - loss: 1.8985e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9117/10000\n",
"3/3 - 0s - loss: 2.0322e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9118/10000\n",
"3/3 - 0s - loss: 1.8346e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9119/10000\n",
"3/3 - 0s - loss: 1.3882e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9120/10000\n",
"3/3 - 0s - loss: 1.8516e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9121/10000\n",
"3/3 - 0s - loss: 1.9061e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9122/10000\n",
"3/3 - 0s - loss: 3.4436e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9123/10000\n",
"3/3 - 0s - loss: 2.3657e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9124/10000\n",
"3/3 - 0s - loss: 2.0808e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9125/10000\n",
"3/3 - 0s - loss: 2.1029e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9126/10000\n",
"3/3 - 0s - loss: 1.9586e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9127/10000\n",
"3/3 - 0s - loss: 1.9267e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9128/10000\n",
"3/3 - 0s - loss: 1.9209e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9129/10000\n",
"3/3 - 0s - loss: 1.5557e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9130/10000\n",
"3/3 - 0s - loss: 1.7824e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9131/10000\n",
"3/3 - 0s - loss: 1.6817e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9132/10000\n",
"3/3 - 0s - loss: 2.9138e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9133/10000\n",
"3/3 - 0s - loss: 2.3619e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9134/10000\n",
"3/3 - 0s - loss: 2.0125e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9135/10000\n",
"3/3 - 0s - loss: 2.7256e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9136/10000\n",
"3/3 - 0s - loss: 3.0948e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9137/10000\n",
"3/3 - 0s - loss: 4.0643e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9138/10000\n",
"3/3 - 0s - loss: 2.4727e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9139/10000\n",
"3/3 - 0s - loss: 2.0242e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9140/10000\n",
"3/3 - 0s - loss: 2.2760e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9141/10000\n",
"3/3 - 0s - loss: 2.0524e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9142/10000\n",
"3/3 - 0s - loss: 2.3607e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9143/10000\n",
"3/3 - 0s - loss: 2.7167e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9144/10000\n",
"3/3 - 0s - loss: 3.6116e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9145/10000\n",
"3/3 - 0s - loss: 2.1349e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 9146/10000\n",
"3/3 - 0s - loss: 2.2038e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9147/10000\n",
"3/3 - 0s - loss: 1.5573e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9148/10000\n",
"3/3 - 0s - loss: 1.7228e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9149/10000\n",
"3/3 - 0s - loss: 2.3011e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9150/10000\n",
"3/3 - 0s - loss: 2.3986e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9151/10000\n",
"3/3 - 0s - loss: 1.8115e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9152/10000\n",
"3/3 - 0s - loss: 2.4005e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9153/10000\n",
"3/3 - 0s - loss: 1.4831e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9154/10000\n",
"3/3 - 0s - loss: 1.4753e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9155/10000\n",
"3/3 - 0s - loss: 1.5021e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9156/10000\n",
"3/3 - 0s - loss: 1.5281e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9157/10000\n",
"3/3 - 0s - loss: 1.5483e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9158/10000\n",
"3/3 - 0s - loss: 1.6227e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 9159/10000\n",
"3/3 - 0s - loss: 1.7266e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9160/10000\n",
"3/3 - 0s - loss: 1.6114e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9161/10000\n",
"3/3 - 0s - loss: 1.7242e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 9162/10000\n",
"3/3 - 0s - loss: 1.2349e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9163/10000\n",
"3/3 - 0s - loss: 1.7172e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9164/10000\n",
"3/3 - 0s - loss: 1.5184e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9165/10000\n",
"3/3 - 0s - loss: 1.7491e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9166/10000\n",
"3/3 - 0s - loss: 2.5202e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9167/10000\n",
"3/3 - 0s - loss: 1.5067e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9168/10000\n",
"3/3 - 0s - loss: 1.4739e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9169/10000\n",
"3/3 - 0s - loss: 1.3888e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9170/10000\n",
"3/3 - 0s - loss: 1.5019e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9171/10000\n",
"3/3 - 0s - loss: 1.4825e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9172/10000\n",
"3/3 - 0s - loss: 1.5733e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9173/10000\n",
"3/3 - 0s - loss: 1.6262e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9174/10000\n",
"3/3 - 0s - loss: 1.3378e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9175/10000\n",
"3/3 - 0s - loss: 1.5048e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9176/10000\n",
"3/3 - 0s - loss: 1.3497e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9177/10000\n",
"3/3 - 0s - loss: 1.4779e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9178/10000\n",
"3/3 - 0s - loss: 1.4036e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9179/10000\n",
"3/3 - 0s - loss: 1.7809e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9180/10000\n",
"3/3 - 0s - loss: 1.6971e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9181/10000\n",
"3/3 - 0s - loss: 2.0333e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9182/10000\n",
"3/3 - 0s - loss: 1.9938e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9183/10000\n",
"3/3 - 0s - loss: 2.1706e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9184/10000\n",
"3/3 - 0s - loss: 1.3767e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9185/10000\n",
"3/3 - 0s - loss: 1.2743e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9186/10000\n",
"3/3 - 0s - loss: 1.2677e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9187/10000\n",
"3/3 - 0s - loss: 1.3419e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9188/10000\n",
"3/3 - 0s - loss: 1.4345e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9189/10000\n",
"3/3 - 0s - loss: 1.5175e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9190/10000\n",
"3/3 - 0s - loss: 1.7211e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9191/10000\n",
"3/3 - 0s - loss: 2.2568e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9192/10000\n",
"3/3 - 0s - loss: 2.3291e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9193/10000\n",
"3/3 - 0s - loss: 2.2880e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9194/10000\n",
"3/3 - 0s - loss: 1.6132e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9195/10000\n",
"3/3 - 0s - loss: 1.2075e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9196/10000\n",
"3/3 - 0s - loss: 1.4195e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9197/10000\n",
"3/3 - 0s - loss: 1.2450e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9198/10000\n",
"3/3 - 0s - loss: 1.5885e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9199/10000\n",
"3/3 - 0s - loss: 1.4116e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9200/10000\n",
"3/3 - 0s - loss: 1.3524e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9201/10000\n",
"3/3 - 0s - loss: 1.5720e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9202/10000\n",
"3/3 - 0s - loss: 1.9416e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9203/10000\n",
"3/3 - 0s - loss: 1.8464e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9204/10000\n",
"3/3 - 0s - loss: 1.5712e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9205/10000\n",
"3/3 - 0s - loss: 1.4553e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9206/10000\n",
"3/3 - 0s - loss: 1.9414e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9207/10000\n",
"3/3 - 0s - loss: 1.5316e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9208/10000\n",
"3/3 - 0s - loss: 1.4047e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9209/10000\n",
"3/3 - 0s - loss: 1.6499e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9210/10000\n",
"3/3 - 0s - loss: 1.4274e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9211/10000\n",
"3/3 - 0s - loss: 1.7141e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9212/10000\n",
"3/3 - 0s - loss: 1.3156e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9213/10000\n",
"3/3 - 0s - loss: 1.2883e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9214/10000\n",
"3/3 - 0s - loss: 1.4127e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9215/10000\n",
"3/3 - 0s - loss: 1.7181e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9216/10000\n",
"3/3 - 0s - loss: 1.6389e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9217/10000\n",
"3/3 - 0s - loss: 1.6990e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9218/10000\n",
"3/3 - 0s - loss: 1.7747e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9219/10000\n",
"3/3 - 0s - loss: 1.4598e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9220/10000\n",
"3/3 - 0s - loss: 1.6055e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9221/10000\n",
"3/3 - 0s - loss: 1.8666e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9222/10000\n",
"3/3 - 0s - loss: 1.4983e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9223/10000\n",
"3/3 - 0s - loss: 1.4426e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9224/10000\n",
"3/3 - 0s - loss: 1.5333e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9225/10000\n",
"3/3 - 0s - loss: 1.5581e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9226/10000\n",
"3/3 - 0s - loss: 1.3328e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9227/10000\n",
"3/3 - 0s - loss: 1.2959e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9228/10000\n",
"3/3 - 0s - loss: 1.4935e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9229/10000\n",
"3/3 - 0s - loss: 1.1922e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9230/10000\n",
"3/3 - 0s - loss: 1.1281e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9231/10000\n",
"3/3 - 0s - loss: 1.1334e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9232/10000\n",
"3/3 - 0s - loss: 1.1472e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9233/10000\n",
"3/3 - 0s - loss: 1.1275e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9234/10000\n",
"3/3 - 0s - loss: 1.4259e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9235/10000\n",
"3/3 - 0s - loss: 1.6266e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9236/10000\n",
"3/3 - 0s - loss: 1.3075e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9237/10000\n",
"3/3 - 0s - loss: 1.3460e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9238/10000\n",
"3/3 - 0s - loss: 1.3150e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9239/10000\n",
"3/3 - 0s - loss: 1.5727e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9240/10000\n",
"3/3 - 0s - loss: 1.6070e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9241/10000\n",
"3/3 - 0s - loss: 2.1491e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9242/10000\n",
"3/3 - 0s - loss: 2.8754e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9243/10000\n",
"3/3 - 0s - loss: 3.1645e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9244/10000\n",
"3/3 - 0s - loss: 1.4768e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9245/10000\n",
"3/3 - 0s - loss: 1.3113e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9246/10000\n",
"3/3 - 0s - loss: 1.0668e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9247/10000\n",
"3/3 - 0s - loss: 1.3024e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9248/10000\n",
"3/3 - 0s - loss: 1.3349e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9249/10000\n",
"3/3 - 0s - loss: 2.6586e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9250/10000\n",
"3/3 - 0s - loss: 3.2291e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9251/10000\n",
"3/3 - 0s - loss: 3.7145e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9252/10000\n",
"3/3 - 0s - loss: 2.1638e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9253/10000\n",
"3/3 - 0s - loss: 1.8726e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9254/10000\n",
"3/3 - 0s - loss: 1.3912e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9255/10000\n",
"3/3 - 0s - loss: 1.4269e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9256/10000\n",
"3/3 - 0s - loss: 1.4283e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9257/10000\n",
"3/3 - 0s - loss: 1.3654e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9258/10000\n",
"3/3 - 0s - loss: 1.5307e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9259/10000\n",
"3/3 - 0s - loss: 1.4489e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9260/10000\n",
"3/3 - 0s - loss: 1.1373e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9261/10000\n",
"3/3 - 0s - loss: 1.1869e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9262/10000\n",
"3/3 - 0s - loss: 1.2658e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9263/10000\n",
"3/3 - 0s - loss: 1.7647e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9264/10000\n",
"3/3 - 0s - loss: 1.8013e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9265/10000\n",
"3/3 - 0s - loss: 2.1944e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9266/10000\n",
"3/3 - 0s - loss: 2.0699e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9267/10000\n",
"3/3 - 0s - loss: 1.3324e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9268/10000\n",
"3/3 - 0s - loss: 1.2567e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9269/10000\n",
"3/3 - 0s - loss: 1.4509e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9270/10000\n",
"3/3 - 0s - loss: 1.3002e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9271/10000\n",
"3/3 - 0s - loss: 1.4102e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9272/10000\n",
"3/3 - 0s - loss: 1.7704e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9273/10000\n",
"3/3 - 0s - loss: 1.7827e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9274/10000\n",
"3/3 - 0s - loss: 1.8608e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9275/10000\n",
"3/3 - 0s - loss: 1.0946e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9276/10000\n",
"3/3 - 0s - loss: 1.0884e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9277/10000\n",
"3/3 - 0s - loss: 1.0584e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9278/10000\n",
"3/3 - 0s - loss: 1.2031e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9279/10000\n",
"3/3 - 0s - loss: 1.2016e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9280/10000\n",
"3/3 - 0s - loss: 1.6927e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9281/10000\n",
"3/3 - 0s - loss: 9.9893e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9282/10000\n",
"3/3 - 0s - loss: 1.2684e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9283/10000\n",
"3/3 - 0s - loss: 1.4496e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9284/10000\n",
"3/3 - 0s - loss: 1.6191e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9285/10000\n",
"3/3 - 0s - loss: 1.5464e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9286/10000\n",
"3/3 - 0s - loss: 2.3615e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9287/10000\n",
"3/3 - 0s - loss: 1.9630e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9288/10000\n",
"3/3 - 0s - loss: 1.8096e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9289/10000\n",
"3/3 - 0s - loss: 1.7938e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9290/10000\n",
"3/3 - 0s - loss: 1.1668e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9291/10000\n",
"3/3 - 0s - loss: 1.4451e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9292/10000\n",
"3/3 - 0s - loss: 1.2630e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9293/10000\n",
"3/3 - 0s - loss: 1.1475e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9294/10000\n",
"3/3 - 0s - loss: 1.3144e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9295/10000\n",
"3/3 - 0s - loss: 1.0638e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9296/10000\n",
"3/3 - 0s - loss: 1.3461e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9297/10000\n",
"3/3 - 0s - loss: 1.4302e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9298/10000\n",
"3/3 - 0s - loss: 1.4576e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9299/10000\n",
"3/3 - 0s - loss: 1.0153e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9300/10000\n",
"3/3 - 0s - loss: 2.1039e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9301/10000\n",
"3/3 - 0s - loss: 2.2967e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9302/10000\n",
"3/3 - 0s - loss: 2.0611e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9303/10000\n",
"3/3 - 0s - loss: 1.1148e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9304/10000\n",
"3/3 - 0s - loss: 1.0586e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9305/10000\n",
"3/3 - 0s - loss: 1.0774e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 9306/10000\n",
"3/3 - 0s - loss: 1.1447e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9307/10000\n",
"3/3 - 0s - loss: 1.0491e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9308/10000\n",
"3/3 - 0s - loss: 1.5874e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9309/10000\n",
"3/3 - 0s - loss: 1.4877e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9310/10000\n",
"3/3 - 0s - loss: 1.2529e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9311/10000\n",
"3/3 - 0s - loss: 1.5758e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9312/10000\n",
"3/3 - 0s - loss: 2.2190e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9313/10000\n",
"3/3 - 0s - loss: 1.7568e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9314/10000\n",
"3/3 - 0s - loss: 9.4112e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 9315/10000\n",
"3/3 - 0s - loss: 1.2565e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9316/10000\n",
"3/3 - 0s - loss: 1.0636e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9317/10000\n",
"3/3 - 0s - loss: 1.2831e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9318/10000\n",
"3/3 - 0s - loss: 1.4366e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9319/10000\n",
"3/3 - 0s - loss: 1.2802e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9320/10000\n",
"3/3 - 0s - loss: 1.3518e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9321/10000\n",
"3/3 - 0s - loss: 1.8682e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9322/10000\n",
"3/3 - 0s - loss: 2.3100e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9323/10000\n",
"3/3 - 0s - loss: 1.5038e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9324/10000\n",
"3/3 - 0s - loss: 1.4346e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9325/10000\n",
"3/3 - 0s - loss: 1.5035e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9326/10000\n",
"3/3 - 0s - loss: 1.2375e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9327/10000\n",
"3/3 - 0s - loss: 1.3398e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9328/10000\n",
"3/3 - 0s - loss: 1.5745e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9329/10000\n",
"3/3 - 0s - loss: 1.4921e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9330/10000\n",
"3/3 - 0s - loss: 2.1587e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9331/10000\n",
"3/3 - 0s - loss: 1.3693e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9332/10000\n",
"3/3 - 0s - loss: 9.3874e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9333/10000\n",
"3/3 - 0s - loss: 1.1006e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9334/10000\n",
"3/3 - 0s - loss: 1.0786e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9335/10000\n",
"3/3 - 0s - loss: 1.3254e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 9336/10000\n",
"3/3 - 0s - loss: 1.4242e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9337/10000\n",
"3/3 - 0s - loss: 1.2296e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9338/10000\n",
"3/3 - 0s - loss: 1.3838e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9339/10000\n",
"3/3 - 0s - loss: 1.1649e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9340/10000\n",
"3/3 - 0s - loss: 1.1711e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9341/10000\n",
"3/3 - 0s - loss: 1.3961e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9342/10000\n",
"3/3 - 0s - loss: 1.8963e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9343/10000\n",
"3/3 - 0s - loss: 1.8386e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9344/10000\n",
"3/3 - 0s - loss: 2.5579e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9345/10000\n",
"3/3 - 0s - loss: 1.7045e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9346/10000\n",
"3/3 - 0s - loss: 1.3402e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9347/10000\n",
"3/3 - 0s - loss: 1.6534e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9348/10000\n",
"3/3 - 0s - loss: 1.6085e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9349/10000\n",
"3/3 - 0s - loss: 1.7474e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9350/10000\n",
"3/3 - 0s - loss: 1.3240e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9351/10000\n",
"3/3 - 0s - loss: 1.0043e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9352/10000\n",
"3/3 - 0s - loss: 1.0585e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9353/10000\n",
"3/3 - 0s - loss: 9.0135e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 9354/10000\n",
"3/3 - 0s - loss: 8.7593e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9355/10000\n",
"3/3 - 0s - loss: 8.7765e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 9356/10000\n",
"3/3 - 0s - loss: 9.0147e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9357/10000\n",
"3/3 - 0s - loss: 1.2054e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9358/10000\n",
"3/3 - 0s - loss: 9.3091e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9359/10000\n",
"3/3 - 0s - loss: 1.5214e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9360/10000\n",
"3/3 - 0s - loss: 1.3087e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9361/10000\n",
"3/3 - 0s - loss: 1.2430e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9362/10000\n",
"3/3 - 0s - loss: 2.0125e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9363/10000\n",
"3/3 - 0s - loss: 1.6052e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9364/10000\n",
"3/3 - 0s - loss: 1.1879e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9365/10000\n",
"3/3 - 0s - loss: 1.5523e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9366/10000\n",
"3/3 - 0s - loss: 2.1933e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9367/10000\n",
"3/3 - 0s - loss: 2.4017e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9368/10000\n",
"3/3 - 0s - loss: 2.1371e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9369/10000\n",
"3/3 - 0s - loss: 1.7433e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9370/10000\n",
"3/3 - 0s - loss: 2.3088e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9371/10000\n",
"3/3 - 0s - loss: 2.5922e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9372/10000\n",
"3/3 - 0s - loss: 3.2090e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9373/10000\n",
"3/3 - 0s - loss: 2.5351e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9374/10000\n",
"3/3 - 0s - loss: 3.2458e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9375/10000\n",
"3/3 - 0s - loss: 2.7256e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9376/10000\n",
"3/3 - 0s - loss: 2.8573e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9377/10000\n",
"3/3 - 0s - loss: 4.2320e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9378/10000\n",
"3/3 - 0s - loss: 3.3680e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9379/10000\n",
"3/3 - 0s - loss: 3.8788e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9380/10000\n",
"3/3 - 0s - loss: 2.8884e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9381/10000\n",
"3/3 - 0s - loss: 1.9939e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9382/10000\n",
"3/3 - 0s - loss: 1.8275e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9383/10000\n",
"3/3 - 0s - loss: 1.5214e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9384/10000\n",
"3/3 - 0s - loss: 2.7186e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9385/10000\n",
"3/3 - 0s - loss: 1.3639e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9386/10000\n",
"3/3 - 0s - loss: 1.1258e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9387/10000\n",
"3/3 - 0s - loss: 9.3038e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9388/10000\n",
"3/3 - 0s - loss: 1.0267e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9389/10000\n",
"3/3 - 0s - loss: 1.8009e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9390/10000\n",
"3/3 - 0s - loss: 1.0241e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9391/10000\n",
"3/3 - 0s - loss: 1.4437e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9392/10000\n",
"3/3 - 0s - loss: 9.5641e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 9393/10000\n",
"3/3 - 0s - loss: 1.9286e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9394/10000\n",
"3/3 - 0s - loss: 2.0782e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9395/10000\n",
"3/3 - 0s - loss: 1.4720e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9396/10000\n",
"3/3 - 0s - loss: 2.8627e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9397/10000\n",
"3/3 - 0s - loss: 2.6520e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9398/10000\n",
"3/3 - 0s - loss: 2.9410e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9399/10000\n",
"3/3 - 0s - loss: 2.8204e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9400/10000\n",
"3/3 - 0s - loss: 3.3387e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9401/10000\n",
"3/3 - 0s - loss: 2.7341e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9402/10000\n",
"3/3 - 0s - loss: 1.9309e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9403/10000\n",
"3/3 - 0s - loss: 1.5805e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9404/10000\n",
"3/3 - 0s - loss: 1.9831e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9405/10000\n",
"3/3 - 0s - loss: 2.2151e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9406/10000\n",
"3/3 - 0s - loss: 3.1713e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9407/10000\n",
"3/3 - 0s - loss: 2.3945e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9408/10000\n",
"3/3 - 0s - loss: 2.0256e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9409/10000\n",
"3/3 - 0s - loss: 2.5897e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9410/10000\n",
"3/3 - 0s - loss: 2.1861e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9411/10000\n",
"3/3 - 0s - loss: 2.3893e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9412/10000\n",
"3/3 - 0s - loss: 2.9937e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9413/10000\n",
"3/3 - 0s - loss: 2.5666e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9414/10000\n",
"3/3 - 0s - loss: 1.9115e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9415/10000\n",
"3/3 - 0s - loss: 2.3571e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9416/10000\n",
"3/3 - 0s - loss: 2.0015e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9417/10000\n",
"3/3 - 0s - loss: 2.4346e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9418/10000\n",
"3/3 - 0s - loss: 2.5553e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9419/10000\n",
"3/3 - 0s - loss: 2.3372e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9420/10000\n",
"3/3 - 0s - loss: 1.5277e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9421/10000\n",
"3/3 - 0s - loss: 1.3664e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9422/10000\n",
"3/3 - 0s - loss: 1.2066e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9423/10000\n",
"3/3 - 0s - loss: 1.1514e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9424/10000\n",
"3/3 - 0s - loss: 9.9272e-09 - 17ms/epoch - 6ms/step\n",
"Epoch 9425/10000\n",
"3/3 - 0s - loss: 1.0461e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9426/10000\n",
"3/3 - 0s - loss: 8.7380e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 9427/10000\n",
"3/3 - 0s - loss: 8.3088e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9428/10000\n",
"3/3 - 0s - loss: 7.5968e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9429/10000\n",
"3/3 - 0s - loss: 1.2494e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9430/10000\n",
"3/3 - 0s - loss: 1.3660e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9431/10000\n",
"3/3 - 0s - loss: 1.5505e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9432/10000\n",
"3/3 - 0s - loss: 1.5490e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9433/10000\n",
"3/3 - 0s - loss: 2.7177e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9434/10000\n",
"3/3 - 0s - loss: 1.6306e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9435/10000\n",
"3/3 - 0s - loss: 1.7480e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9436/10000\n",
"3/3 - 0s - loss: 1.5791e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9437/10000\n",
"3/3 - 0s - loss: 1.6715e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9438/10000\n",
"3/3 - 0s - loss: 1.7368e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9439/10000\n",
"3/3 - 0s - loss: 1.5033e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9440/10000\n",
"3/3 - 0s - loss: 2.0769e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9441/10000\n",
"3/3 - 0s - loss: 9.9777e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9442/10000\n",
"3/3 - 0s - loss: 8.0493e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9443/10000\n",
"3/3 - 0s - loss: 8.7045e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9444/10000\n",
"3/3 - 0s - loss: 7.5169e-09 - 17ms/epoch - 6ms/step\n",
"Epoch 9445/10000\n",
"3/3 - 0s - loss: 8.5727e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9446/10000\n",
"3/3 - 0s - loss: 8.9795e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 9447/10000\n",
"3/3 - 0s - loss: 1.5540e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9448/10000\n",
"3/3 - 0s - loss: 1.5424e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9449/10000\n",
"3/3 - 0s - loss: 1.1919e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9450/10000\n",
"3/3 - 0s - loss: 1.1979e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9451/10000\n",
"3/3 - 0s - loss: 1.6192e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9452/10000\n",
"3/3 - 0s - loss: 1.3964e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9453/10000\n",
"3/3 - 0s - loss: 2.0874e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9454/10000\n",
"3/3 - 0s - loss: 1.7797e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9455/10000\n",
"3/3 - 0s - loss: 6.6754e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9456/10000\n",
"3/3 - 0s - loss: 9.0983e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9457/10000\n",
"3/3 - 0s - loss: 1.1530e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9458/10000\n",
"3/3 - 0s - loss: 1.2309e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9459/10000\n",
"3/3 - 0s - loss: 1.2883e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9460/10000\n",
"3/3 - 0s - loss: 1.5329e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9461/10000\n",
"3/3 - 0s - loss: 1.0258e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9462/10000\n",
"3/3 - 0s - loss: 9.8000e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 9463/10000\n",
"3/3 - 0s - loss: 6.7996e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 9464/10000\n",
"3/3 - 0s - loss: 9.0368e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 9465/10000\n",
"3/3 - 0s - loss: 8.9028e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9466/10000\n",
"3/3 - 0s - loss: 9.9813e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9467/10000\n",
"3/3 - 0s - loss: 7.9033e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9468/10000\n",
"3/3 - 0s - loss: 1.2733e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9469/10000\n",
"3/3 - 0s - loss: 3.0764e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9470/10000\n",
"3/3 - 0s - loss: 1.6644e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9471/10000\n",
"3/3 - 0s - loss: 3.3288e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9472/10000\n",
"3/3 - 0s - loss: 2.6139e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9473/10000\n",
"3/3 - 0s - loss: 2.1377e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9474/10000\n",
"3/3 - 0s - loss: 1.9450e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9475/10000\n",
"3/3 - 0s - loss: 1.2183e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9476/10000\n",
"3/3 - 0s - loss: 1.6441e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9477/10000\n",
"3/3 - 0s - loss: 1.4422e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9478/10000\n",
"3/3 - 0s - loss: 3.4339e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9479/10000\n",
"3/3 - 0s - loss: 3.1556e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9480/10000\n",
"3/3 - 0s - loss: 4.4540e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9481/10000\n",
"3/3 - 0s - loss: 5.5420e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9482/10000\n",
"3/3 - 0s - loss: 7.8312e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9483/10000\n",
"3/3 - 0s - loss: 1.0471e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9484/10000\n",
"3/3 - 0s - loss: 1.0618e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9485/10000\n",
"3/3 - 0s - loss: 1.7119e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9486/10000\n",
"3/3 - 0s - loss: 1.5497e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9487/10000\n",
"3/3 - 0s - loss: 1.2244e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9488/10000\n",
"3/3 - 0s - loss: 1.0391e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9489/10000\n",
"3/3 - 0s - loss: 9.8186e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9490/10000\n",
"3/3 - 0s - loss: 1.0614e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9491/10000\n",
"3/3 - 0s - loss: 1.5269e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9492/10000\n",
"3/3 - 0s - loss: 2.0921e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9493/10000\n",
"3/3 - 0s - loss: 1.4423e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9494/10000\n",
"3/3 - 0s - loss: 2.1656e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9495/10000\n",
"3/3 - 0s - loss: 2.2600e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9496/10000\n",
"3/3 - 0s - loss: 1.3199e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9497/10000\n",
"3/3 - 0s - loss: 1.3515e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9498/10000\n",
"3/3 - 0s - loss: 1.7086e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 9499/10000\n",
"3/3 - 0s - loss: 2.0349e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9500/10000\n",
"3/3 - 0s - loss: 2.0235e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 9501/10000\n",
"3/3 - 0s - loss: 8.4817e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9502/10000\n",
"3/3 - 0s - loss: 4.8342e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9503/10000\n",
"3/3 - 0s - loss: 9.4788e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9504/10000\n",
"3/3 - 0s - loss: 8.0669e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9505/10000\n",
"3/3 - 0s - loss: 5.7156e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9506/10000\n",
"3/3 - 0s - loss: 1.1772e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9507/10000\n",
"3/3 - 0s - loss: 1.4410e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9508/10000\n",
"3/3 - 0s - loss: 2.5438e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9509/10000\n",
"3/3 - 0s - loss: 1.1667e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9510/10000\n",
"3/3 - 0s - loss: 1.2226e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9511/10000\n",
"3/3 - 0s - loss: 1.3354e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9512/10000\n",
"3/3 - 0s - loss: 1.5534e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9513/10000\n",
"3/3 - 0s - loss: 7.2325e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9514/10000\n",
"3/3 - 0s - loss: 2.3852e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 9515/10000\n",
"3/3 - 0s - loss: 2.1183e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9516/10000\n",
"3/3 - 0s - loss: 1.0162e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9517/10000\n",
"3/3 - 0s - loss: 3.2524e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 9518/10000\n",
"3/3 - 0s - loss: 1.1881e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 9519/10000\n",
"3/3 - 0s - loss: 1.1753e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9520/10000\n",
"3/3 - 0s - loss: 5.8337e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9521/10000\n",
"3/3 - 0s - loss: 6.1031e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9522/10000\n",
"3/3 - 0s - loss: 5.8644e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9523/10000\n",
"3/3 - 0s - loss: 3.9899e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9524/10000\n",
"3/3 - 0s - loss: 2.2673e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9525/10000\n",
"3/3 - 0s - loss: 3.7238e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9526/10000\n",
"3/3 - 0s - loss: 2.1555e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 9527/10000\n",
"3/3 - 0s - loss: 1.6015e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 9528/10000\n",
"3/3 - 0s - loss: 7.2834e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9529/10000\n",
"3/3 - 0s - loss: 2.5477e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9530/10000\n",
"3/3 - 0s - loss: 2.4697e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9531/10000\n",
"3/3 - 0s - loss: 8.8818e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9532/10000\n",
"3/3 - 0s - loss: 1.2510e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9533/10000\n",
"3/3 - 0s - loss: 6.9218e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9534/10000\n",
"3/3 - 0s - loss: 5.5930e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9535/10000\n",
"3/3 - 0s - loss: 1.6365e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9536/10000\n",
"3/3 - 0s - loss: 2.3141e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9537/10000\n",
"3/3 - 0s - loss: 2.8160e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9538/10000\n",
"3/3 - 0s - loss: 9.8675e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9539/10000\n",
"3/3 - 0s - loss: 7.6111e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9540/10000\n",
"3/3 - 0s - loss: 9.0834e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9541/10000\n",
"3/3 - 0s - loss: 6.2551e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9542/10000\n",
"3/3 - 0s - loss: 2.2316e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9543/10000\n",
"3/3 - 0s - loss: 2.5257e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9544/10000\n",
"3/3 - 0s - loss: 6.5247e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9545/10000\n",
"3/3 - 0s - loss: 1.2648e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9546/10000\n",
"3/3 - 0s - loss: 6.5148e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9547/10000\n",
"3/3 - 0s - loss: 1.3341e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9548/10000\n",
"3/3 - 0s - loss: 3.9728e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9549/10000\n",
"3/3 - 0s - loss: 5.4938e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9550/10000\n",
"3/3 - 0s - loss: 2.7879e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9551/10000\n",
"3/3 - 0s - loss: 1.6417e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9552/10000\n",
"3/3 - 0s - loss: 5.2545e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9553/10000\n",
"3/3 - 0s - loss: 4.1179e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9554/10000\n",
"3/3 - 0s - loss: 3.2883e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9555/10000\n",
"3/3 - 0s - loss: 1.8494e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9556/10000\n",
"3/3 - 0s - loss: 1.6183e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9557/10000\n",
"3/3 - 0s - loss: 2.7549e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9558/10000\n",
"3/3 - 0s - loss: 6.2492e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9559/10000\n",
"3/3 - 0s - loss: 6.0347e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9560/10000\n",
"3/3 - 0s - loss: 4.9149e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9561/10000\n",
"3/3 - 0s - loss: 5.0020e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 9562/10000\n",
"3/3 - 0s - loss: 2.7962e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9563/10000\n",
"3/3 - 0s - loss: 5.5681e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9564/10000\n",
"3/3 - 0s - loss: 6.2614e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9565/10000\n",
"3/3 - 0s - loss: 3.0673e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9566/10000\n",
"3/3 - 0s - loss: 6.4598e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9567/10000\n",
"3/3 - 0s - loss: 3.2840e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9568/10000\n",
"3/3 - 0s - loss: 2.2318e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9569/10000\n",
"3/3 - 0s - loss: 2.0531e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9570/10000\n",
"3/3 - 0s - loss: 6.5709e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9571/10000\n",
"3/3 - 0s - loss: 5.8033e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9572/10000\n",
"3/3 - 0s - loss: 2.5174e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9573/10000\n",
"3/3 - 0s - loss: 2.6198e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9574/10000\n",
"3/3 - 0s - loss: 8.6316e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9575/10000\n",
"3/3 - 0s - loss: 5.5186e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9576/10000\n",
"3/3 - 0s - loss: 1.4461e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9577/10000\n",
"3/3 - 0s - loss: 1.5236e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9578/10000\n",
"3/3 - 0s - loss: 4.1451e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9579/10000\n",
"3/3 - 0s - loss: 3.8725e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9580/10000\n",
"3/3 - 0s - loss: 6.8730e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9581/10000\n",
"3/3 - 0s - loss: 3.0783e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9582/10000\n",
"3/3 - 0s - loss: 3.1779e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9583/10000\n",
"3/3 - 0s - loss: 9.3600e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9584/10000\n",
"3/3 - 0s - loss: 6.8773e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9585/10000\n",
"3/3 - 0s - loss: 3.4564e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9586/10000\n",
"3/3 - 0s - loss: 1.5069e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9587/10000\n",
"3/3 - 0s - loss: 8.2624e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9588/10000\n",
"3/3 - 0s - loss: 5.3252e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9589/10000\n",
"3/3 - 0s - loss: 9.8196e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9590/10000\n",
"3/3 - 0s - loss: 7.1533e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9591/10000\n",
"3/3 - 0s - loss: 1.0977e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9592/10000\n",
"3/3 - 0s - loss: 3.1205e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9593/10000\n",
"3/3 - 0s - loss: 3.4095e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9594/10000\n",
"3/3 - 0s - loss: 6.0812e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9595/10000\n",
"3/3 - 0s - loss: 5.7516e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9596/10000\n",
"3/3 - 0s - loss: 5.9852e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9597/10000\n",
"3/3 - 0s - loss: 2.4341e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9598/10000\n",
"3/3 - 0s - loss: 2.6535e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9599/10000\n",
"3/3 - 0s - loss: 1.0608e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 9600/10000\n",
"3/3 - 0s - loss: 2.0234e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 9601/10000\n",
"3/3 - 0s - loss: 1.0474e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 9602/10000\n",
"3/3 - 0s - loss: 7.7106e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9603/10000\n",
"3/3 - 0s - loss: 8.0363e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9604/10000\n",
"3/3 - 0s - loss: 4.2738e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9605/10000\n",
"3/3 - 0s - loss: 2.9086e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9606/10000\n",
"3/3 - 0s - loss: 1.4680e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9607/10000\n",
"3/3 - 0s - loss: 3.1260e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9608/10000\n",
"3/3 - 0s - loss: 6.3185e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9609/10000\n",
"3/3 - 0s - loss: 4.7298e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9610/10000\n",
"3/3 - 0s - loss: 2.2109e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9611/10000\n",
"3/3 - 0s - loss: 1.1130e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9612/10000\n",
"3/3 - 0s - loss: 6.5161e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9613/10000\n",
"3/3 - 0s - loss: 2.1870e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9614/10000\n",
"3/3 - 0s - loss: 2.1741e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9615/10000\n",
"3/3 - 0s - loss: 4.0954e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9616/10000\n",
"3/3 - 0s - loss: 3.7075e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9617/10000\n",
"3/3 - 0s - loss: 2.5527e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9618/10000\n",
"3/3 - 0s - loss: 2.4525e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9619/10000\n",
"3/3 - 0s - loss: 3.2205e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9620/10000\n",
"3/3 - 0s - loss: 4.8572e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9621/10000\n",
"3/3 - 0s - loss: 8.9601e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9622/10000\n",
"3/3 - 0s - loss: 1.6899e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 9623/10000\n",
"3/3 - 0s - loss: 1.5480e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9624/10000\n",
"3/3 - 0s - loss: 9.2361e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9625/10000\n",
"3/3 - 0s - loss: 8.9764e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9626/10000\n",
"3/3 - 0s - loss: 3.9956e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9627/10000\n",
"3/3 - 0s - loss: 4.4428e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9628/10000\n",
"3/3 - 0s - loss: 3.5631e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9629/10000\n",
"3/3 - 0s - loss: 3.1284e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9630/10000\n",
"3/3 - 0s - loss: 1.7519e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9631/10000\n",
"3/3 - 0s - loss: 9.8499e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9632/10000\n",
"3/3 - 0s - loss: 2.4089e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9633/10000\n",
"3/3 - 0s - loss: 6.4080e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9634/10000\n",
"3/3 - 0s - loss: 6.6603e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9635/10000\n",
"3/3 - 0s - loss: 7.2968e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9636/10000\n",
"3/3 - 0s - loss: 1.3422e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9637/10000\n",
"3/3 - 0s - loss: 1.1163e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9638/10000\n",
"3/3 - 0s - loss: 5.6595e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9639/10000\n",
"3/3 - 0s - loss: 8.8360e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9640/10000\n",
"3/3 - 0s - loss: 4.2412e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9641/10000\n",
"3/3 - 0s - loss: 9.0396e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9642/10000\n",
"3/3 - 0s - loss: 8.5442e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9643/10000\n",
"3/3 - 0s - loss: 2.2826e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9644/10000\n",
"3/3 - 0s - loss: 1.9140e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 9645/10000\n",
"3/3 - 0s - loss: 3.3001e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9646/10000\n",
"3/3 - 0s - loss: 4.9903e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9647/10000\n",
"3/3 - 0s - loss: 4.3134e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 9648/10000\n",
"3/3 - 0s - loss: 1.6011e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 9649/10000\n",
"3/3 - 0s - loss: 6.3158e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9650/10000\n",
"3/3 - 0s - loss: 6.2622e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9651/10000\n",
"3/3 - 0s - loss: 9.0182e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9652/10000\n",
"3/3 - 0s - loss: 9.2814e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9653/10000\n",
"3/3 - 0s - loss: 5.5555e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 9654/10000\n",
"3/3 - 0s - loss: 1.6917e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 9655/10000\n",
"3/3 - 0s - loss: 3.9959e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 9656/10000\n",
"3/3 - 0s - loss: 2.5288e-04 - 20ms/epoch - 7ms/step\n",
"Epoch 9657/10000\n",
"3/3 - 0s - loss: 1.9411e-04 - 20ms/epoch - 7ms/step\n",
"Epoch 9658/10000\n",
"3/3 - 0s - loss: 3.0039e-04 - 21ms/epoch - 7ms/step\n",
"Epoch 9659/10000\n",
"3/3 - 0s - loss: 1.5833e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 9660/10000\n",
"3/3 - 0s - loss: 3.9761e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 9661/10000\n",
"3/3 - 0s - loss: 1.8424e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 9662/10000\n",
"3/3 - 0s - loss: 1.6050e-04 - 19ms/epoch - 6ms/step\n",
"Epoch 9663/10000\n",
"3/3 - 0s - loss: 7.8309e-05 - 18ms/epoch - 6ms/step\n",
"Epoch 9664/10000\n",
"3/3 - 0s - loss: 3.3554e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 9665/10000\n",
"3/3 - 0s - loss: 4.7729e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 9666/10000\n",
"3/3 - 0s - loss: 3.5110e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 9667/10000\n",
"3/3 - 0s - loss: 3.6241e-05 - 20ms/epoch - 7ms/step\n",
"Epoch 9668/10000\n",
"3/3 - 0s - loss: 1.8145e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 9669/10000\n",
"3/3 - 0s - loss: 1.6348e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 9670/10000\n",
"3/3 - 0s - loss: 9.5601e-06 - 18ms/epoch - 6ms/step\n",
"Epoch 9671/10000\n",
"3/3 - 0s - loss: 1.2413e-05 - 19ms/epoch - 6ms/step\n",
"Epoch 9672/10000\n",
"3/3 - 0s - loss: 4.6161e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9673/10000\n",
"3/3 - 0s - loss: 3.0187e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9674/10000\n",
"3/3 - 0s - loss: 4.6268e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 9675/10000\n",
"3/3 - 0s - loss: 3.8699e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 9676/10000\n",
"3/3 - 0s - loss: 2.0726e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 9677/10000\n",
"3/3 - 0s - loss: 1.3628e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 9678/10000\n",
"3/3 - 0s - loss: 1.0912e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9679/10000\n",
"3/3 - 0s - loss: 1.4179e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 9680/10000\n",
"3/3 - 0s - loss: 1.5602e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 9681/10000\n",
"3/3 - 0s - loss: 2.0399e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9682/10000\n",
"3/3 - 0s - loss: 2.5815e-06 - 19ms/epoch - 6ms/step\n",
"Epoch 9683/10000\n",
"3/3 - 0s - loss: 2.6176e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9684/10000\n",
"3/3 - 0s - loss: 2.2097e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 9685/10000\n",
"3/3 - 0s - loss: 1.3318e-06 - 20ms/epoch - 7ms/step\n",
"Epoch 9686/10000\n",
"3/3 - 0s - loss: 9.2880e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9687/10000\n",
"3/3 - 0s - loss: 7.2007e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9688/10000\n",
"3/3 - 0s - loss: 5.7390e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 9689/10000\n",
"3/3 - 0s - loss: 3.5688e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9690/10000\n",
"3/3 - 0s - loss: 3.4479e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9691/10000\n",
"3/3 - 0s - loss: 5.7344e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9692/10000\n",
"3/3 - 0s - loss: 4.5124e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 9693/10000\n",
"3/3 - 0s - loss: 6.6601e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9694/10000\n",
"3/3 - 0s - loss: 8.8426e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9695/10000\n",
"3/3 - 0s - loss: 4.6254e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 9696/10000\n",
"3/3 - 0s - loss: 4.9720e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9697/10000\n",
"3/3 - 0s - loss: 2.4318e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9698/10000\n",
"3/3 - 0s - loss: 2.7751e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9699/10000\n",
"3/3 - 0s - loss: 2.6802e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9700/10000\n",
"3/3 - 0s - loss: 3.2377e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9701/10000\n",
"3/3 - 0s - loss: 1.3905e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9702/10000\n",
"3/3 - 0s - loss: 1.3051e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9703/10000\n",
"3/3 - 0s - loss: 1.5603e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9704/10000\n",
"3/3 - 0s - loss: 1.4474e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9705/10000\n",
"3/3 - 0s - loss: 1.6205e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9706/10000\n",
"3/3 - 0s - loss: 2.2834e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9707/10000\n",
"3/3 - 0s - loss: 3.6479e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9708/10000\n",
"3/3 - 0s - loss: 2.2599e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9709/10000\n",
"3/3 - 0s - loss: 3.2452e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9710/10000\n",
"3/3 - 0s - loss: 4.6393e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9711/10000\n",
"3/3 - 0s - loss: 1.9330e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9712/10000\n",
"3/3 - 0s - loss: 1.7377e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9713/10000\n",
"3/3 - 0s - loss: 1.1177e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9714/10000\n",
"3/3 - 0s - loss: 1.0910e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9715/10000\n",
"3/3 - 0s - loss: 1.1742e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9716/10000\n",
"3/3 - 0s - loss: 5.6446e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9717/10000\n",
"3/3 - 0s - loss: 6.8468e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9718/10000\n",
"3/3 - 0s - loss: 6.0680e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9719/10000\n",
"3/3 - 0s - loss: 7.5308e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9720/10000\n",
"3/3 - 0s - loss: 4.0919e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9721/10000\n",
"3/3 - 0s - loss: 4.6252e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9722/10000\n",
"3/3 - 0s - loss: 6.3834e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9723/10000\n",
"3/3 - 0s - loss: 8.8367e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9724/10000\n",
"3/3 - 0s - loss: 7.4738e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9725/10000\n",
"3/3 - 0s - loss: 1.3671e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9726/10000\n",
"3/3 - 0s - loss: 1.5160e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9727/10000\n",
"3/3 - 0s - loss: 8.0587e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9728/10000\n",
"3/3 - 0s - loss: 1.5985e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9729/10000\n",
"3/3 - 0s - loss: 1.7869e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9730/10000\n",
"3/3 - 0s - loss: 1.2175e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9731/10000\n",
"3/3 - 0s - loss: 1.1121e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9732/10000\n",
"3/3 - 0s - loss: 1.4637e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9733/10000\n",
"3/3 - 0s - loss: 9.8629e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9734/10000\n",
"3/3 - 0s - loss: 1.4726e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9735/10000\n",
"3/3 - 0s - loss: 8.4840e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9736/10000\n",
"3/3 - 0s - loss: 1.0057e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9737/10000\n",
"3/3 - 0s - loss: 5.4144e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9738/10000\n",
"3/3 - 0s - loss: 5.1392e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9739/10000\n",
"3/3 - 0s - loss: 4.0080e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9740/10000\n",
"3/3 - 0s - loss: 3.7872e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9741/10000\n",
"3/3 - 0s - loss: 4.2410e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9742/10000\n",
"3/3 - 0s - loss: 3.9194e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9743/10000\n",
"3/3 - 0s - loss: 2.9007e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9744/10000\n",
"3/3 - 0s - loss: 4.6109e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9745/10000\n",
"3/3 - 0s - loss: 3.8003e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9746/10000\n",
"3/3 - 0s - loss: 2.5047e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9747/10000\n",
"3/3 - 0s - loss: 3.5886e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9748/10000\n",
"3/3 - 0s - loss: 3.4329e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9749/10000\n",
"3/3 - 0s - loss: 2.8103e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9750/10000\n",
"3/3 - 0s - loss: 3.3459e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9751/10000\n",
"3/3 - 0s - loss: 5.3969e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9752/10000\n",
"3/3 - 0s - loss: 6.4020e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9753/10000\n",
"3/3 - 0s - loss: 1.3218e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9754/10000\n",
"3/3 - 0s - loss: 5.3217e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9755/10000\n",
"3/3 - 0s - loss: 4.5817e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9756/10000\n",
"3/3 - 0s - loss: 5.6443e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9757/10000\n",
"3/3 - 0s - loss: 3.9801e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9758/10000\n",
"3/3 - 0s - loss: 5.1726e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9759/10000\n",
"3/3 - 0s - loss: 5.2557e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9760/10000\n",
"3/3 - 0s - loss: 4.1473e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9761/10000\n",
"3/3 - 0s - loss: 6.0694e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9762/10000\n",
"3/3 - 0s - loss: 3.2837e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9763/10000\n",
"3/3 - 0s - loss: 4.2099e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9764/10000\n",
"3/3 - 0s - loss: 4.4537e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9765/10000\n",
"3/3 - 0s - loss: 3.5730e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9766/10000\n",
"3/3 - 0s - loss: 2.4476e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9767/10000\n",
"3/3 - 0s - loss: 2.7631e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9768/10000\n",
"3/3 - 0s - loss: 3.6268e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9769/10000\n",
"3/3 - 0s - loss: 5.7010e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9770/10000\n",
"3/3 - 0s - loss: 3.6782e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9771/10000\n",
"3/3 - 0s - loss: 2.9783e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9772/10000\n",
"3/3 - 0s - loss: 2.4471e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9773/10000\n",
"3/3 - 0s - loss: 2.9693e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9774/10000\n",
"3/3 - 0s - loss: 2.9528e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9775/10000\n",
"3/3 - 0s - loss: 1.8641e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9776/10000\n",
"3/3 - 0s - loss: 2.2868e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9777/10000\n",
"3/3 - 0s - loss: 2.1037e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9778/10000\n",
"3/3 - 0s - loss: 2.9654e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9779/10000\n",
"3/3 - 0s - loss: 2.2980e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9780/10000\n",
"3/3 - 0s - loss: 2.2592e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 9781/10000\n",
"3/3 - 0s - loss: 2.3128e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9782/10000\n",
"3/3 - 0s - loss: 2.3349e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9783/10000\n",
"3/3 - 0s - loss: 2.7144e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9784/10000\n",
"3/3 - 0s - loss: 2.0883e-08 - 16ms/epoch - 5ms/step\n",
"Epoch 9785/10000\n",
"3/3 - 0s - loss: 6.2174e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9786/10000\n",
"3/3 - 0s - loss: 4.7870e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9787/10000\n",
"3/3 - 0s - loss: 2.4649e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9788/10000\n",
"3/3 - 0s - loss: 1.6419e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9789/10000\n",
"3/3 - 0s - loss: 1.5222e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9790/10000\n",
"3/3 - 0s - loss: 1.3623e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9791/10000\n",
"3/3 - 0s - loss: 2.1951e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9792/10000\n",
"3/3 - 0s - loss: 1.7572e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9793/10000\n",
"3/3 - 0s - loss: 2.1269e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9794/10000\n",
"3/3 - 0s - loss: 2.6999e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9795/10000\n",
"3/3 - 0s - loss: 6.1750e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9796/10000\n",
"3/3 - 0s - loss: 5.5369e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9797/10000\n",
"3/3 - 0s - loss: 4.8864e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9798/10000\n",
"3/3 - 0s - loss: 3.1758e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9799/10000\n",
"3/3 - 0s - loss: 2.7458e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9800/10000\n",
"3/3 - 0s - loss: 2.4556e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9801/10000\n",
"3/3 - 0s - loss: 4.0424e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9802/10000\n",
"3/3 - 0s - loss: 4.3690e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9803/10000\n",
"3/3 - 0s - loss: 2.3509e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9804/10000\n",
"3/3 - 0s - loss: 3.1616e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9805/10000\n",
"3/3 - 0s - loss: 1.7203e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9806/10000\n",
"3/3 - 0s - loss: 2.1499e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9807/10000\n",
"3/3 - 0s - loss: 1.7078e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9808/10000\n",
"3/3 - 0s - loss: 3.2553e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9809/10000\n",
"3/3 - 0s - loss: 2.8995e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9810/10000\n",
"3/3 - 0s - loss: 3.2537e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9811/10000\n",
"3/3 - 0s - loss: 1.4630e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9812/10000\n",
"3/3 - 0s - loss: 2.1338e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9813/10000\n",
"3/3 - 0s - loss: 3.1308e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9814/10000\n",
"3/3 - 0s - loss: 3.8914e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9815/10000\n",
"3/3 - 0s - loss: 2.1981e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9816/10000\n",
"3/3 - 0s - loss: 1.7852e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9817/10000\n",
"3/3 - 0s - loss: 3.5048e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9818/10000\n",
"3/3 - 0s - loss: 3.9363e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9819/10000\n",
"3/3 - 0s - loss: 2.2251e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9820/10000\n",
"3/3 - 0s - loss: 6.0113e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9821/10000\n",
"3/3 - 0s - loss: 3.2019e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9822/10000\n",
"3/3 - 0s - loss: 2.3148e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9823/10000\n",
"3/3 - 0s - loss: 1.3033e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9824/10000\n",
"3/3 - 0s - loss: 1.4770e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9825/10000\n",
"3/3 - 0s - loss: 2.8505e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9826/10000\n",
"3/3 - 0s - loss: 8.2788e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9827/10000\n",
"3/3 - 0s - loss: 5.3230e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9828/10000\n",
"3/3 - 0s - loss: 1.2888e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9829/10000\n",
"3/3 - 0s - loss: 1.2491e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9830/10000\n",
"3/3 - 0s - loss: 1.9691e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9831/10000\n",
"3/3 - 0s - loss: 3.4480e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9832/10000\n",
"3/3 - 0s - loss: 1.9619e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9833/10000\n",
"3/3 - 0s - loss: 3.6334e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9834/10000\n",
"3/3 - 0s - loss: 2.3997e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9835/10000\n",
"3/3 - 0s - loss: 2.4608e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9836/10000\n",
"3/3 - 0s - loss: 2.0084e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9837/10000\n",
"3/3 - 0s - loss: 7.8714e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9838/10000\n",
"3/3 - 0s - loss: 1.6651e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 9839/10000\n",
"3/3 - 0s - loss: 1.4909e-07 - 17ms/epoch - 6ms/step\n",
"Epoch 9840/10000\n",
"3/3 - 0s - loss: 1.5308e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9841/10000\n",
"3/3 - 0s - loss: 1.7595e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9842/10000\n",
"3/3 - 0s - loss: 1.3025e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 9843/10000\n",
"3/3 - 0s - loss: 5.9920e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9844/10000\n",
"3/3 - 0s - loss: 2.3526e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9845/10000\n",
"3/3 - 0s - loss: 1.6287e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9846/10000\n",
"3/3 - 0s - loss: 2.6488e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9847/10000\n",
"3/3 - 0s - loss: 3.4710e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9848/10000\n",
"3/3 - 0s - loss: 4.6309e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9849/10000\n",
"3/3 - 0s - loss: 3.8660e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9850/10000\n",
"3/3 - 0s - loss: 6.5730e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9851/10000\n",
"3/3 - 0s - loss: 5.7612e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9852/10000\n",
"3/3 - 0s - loss: 3.8998e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9853/10000\n",
"3/3 - 0s - loss: 1.7974e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9854/10000\n",
"3/3 - 0s - loss: 2.5168e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9855/10000\n",
"3/3 - 0s - loss: 1.4319e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9856/10000\n",
"3/3 - 0s - loss: 4.7733e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9857/10000\n",
"3/3 - 0s - loss: 4.2234e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9858/10000\n",
"3/3 - 0s - loss: 1.7420e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9859/10000\n",
"3/3 - 0s - loss: 1.7826e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9860/10000\n",
"3/3 - 0s - loss: 2.4558e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9861/10000\n",
"3/3 - 0s - loss: 2.2474e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9862/10000\n",
"3/3 - 0s - loss: 1.3644e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9863/10000\n",
"3/3 - 0s - loss: 1.2169e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9864/10000\n",
"3/3 - 0s - loss: 1.8029e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9865/10000\n",
"3/3 - 0s - loss: 1.6481e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9866/10000\n",
"3/3 - 0s - loss: 1.7559e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9867/10000\n",
"3/3 - 0s - loss: 2.2155e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9868/10000\n",
"3/3 - 0s - loss: 1.5579e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9869/10000\n",
"3/3 - 0s - loss: 1.6188e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9870/10000\n",
"3/3 - 0s - loss: 2.2192e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9871/10000\n",
"3/3 - 0s - loss: 3.1298e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9872/10000\n",
"3/3 - 0s - loss: 2.7981e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9873/10000\n",
"3/3 - 0s - loss: 4.6780e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9874/10000\n",
"3/3 - 0s - loss: 2.5566e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9875/10000\n",
"3/3 - 0s - loss: 2.5515e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9876/10000\n",
"3/3 - 0s - loss: 1.5891e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9877/10000\n",
"3/3 - 0s - loss: 1.8290e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9878/10000\n",
"3/3 - 0s - loss: 2.3277e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9879/10000\n",
"3/3 - 0s - loss: 2.0723e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9880/10000\n",
"3/3 - 0s - loss: 1.7303e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9881/10000\n",
"3/3 - 0s - loss: 2.0364e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9882/10000\n",
"3/3 - 0s - loss: 3.0205e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9883/10000\n",
"3/3 - 0s - loss: 2.2172e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9884/10000\n",
"3/3 - 0s - loss: 1.4360e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9885/10000\n",
"3/3 - 0s - loss: 5.7375e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9886/10000\n",
"3/3 - 0s - loss: 8.1849e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 9887/10000\n",
"3/3 - 0s - loss: 8.5446e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9888/10000\n",
"3/3 - 0s - loss: 7.1065e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 9889/10000\n",
"3/3 - 0s - loss: 6.9848e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9890/10000\n",
"3/3 - 0s - loss: 1.0587e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9891/10000\n",
"3/3 - 0s - loss: 1.6916e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9892/10000\n",
"3/3 - 0s - loss: 1.1553e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9893/10000\n",
"3/3 - 0s - loss: 8.3532e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9894/10000\n",
"3/3 - 0s - loss: 8.2590e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 9895/10000\n",
"3/3 - 0s - loss: 1.4602e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9896/10000\n",
"3/3 - 0s - loss: 1.6005e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9897/10000\n",
"3/3 - 0s - loss: 1.7789e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9898/10000\n",
"3/3 - 0s - loss: 1.8843e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9899/10000\n",
"3/3 - 0s - loss: 2.3130e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9900/10000\n",
"3/3 - 0s - loss: 2.2069e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9901/10000\n",
"3/3 - 0s - loss: 1.5218e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9902/10000\n",
"3/3 - 0s - loss: 2.2285e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9903/10000\n",
"3/3 - 0s - loss: 3.3687e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9904/10000\n",
"3/3 - 0s - loss: 3.7050e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9905/10000\n",
"3/3 - 0s - loss: 2.1813e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9906/10000\n",
"3/3 - 0s - loss: 1.5399e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9907/10000\n",
"3/3 - 0s - loss: 1.9223e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9908/10000\n",
"3/3 - 0s - loss: 1.4429e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9909/10000\n",
"3/3 - 0s - loss: 1.5447e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9910/10000\n",
"3/3 - 0s - loss: 2.4715e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9911/10000\n",
"3/3 - 0s - loss: 1.5840e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9912/10000\n",
"3/3 - 0s - loss: 1.4720e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9913/10000\n",
"3/3 - 0s - loss: 2.1337e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9914/10000\n",
"3/3 - 0s - loss: 2.4213e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9915/10000\n",
"3/3 - 0s - loss: 2.0397e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9916/10000\n",
"3/3 - 0s - loss: 3.2710e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9917/10000\n",
"3/3 - 0s - loss: 2.5322e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9918/10000\n",
"3/3 - 0s - loss: 1.2132e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9919/10000\n",
"3/3 - 0s - loss: 2.2675e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9920/10000\n",
"3/3 - 0s - loss: 4.8524e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9921/10000\n",
"3/3 - 0s - loss: 2.4727e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9922/10000\n",
"3/3 - 0s - loss: 4.8668e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9923/10000\n",
"3/3 - 0s - loss: 3.9945e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9924/10000\n",
"3/3 - 0s - loss: 3.5751e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9925/10000\n",
"3/3 - 0s - loss: 1.1729e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9926/10000\n",
"3/3 - 0s - loss: 1.1897e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9927/10000\n",
"3/3 - 0s - loss: 5.1934e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9928/10000\n",
"3/3 - 0s - loss: 8.0266e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9929/10000\n",
"3/3 - 0s - loss: 1.0210e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9930/10000\n",
"3/3 - 0s - loss: 4.9681e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9931/10000\n",
"3/3 - 0s - loss: 6.3186e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9932/10000\n",
"3/3 - 0s - loss: 3.6219e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 9933/10000\n",
"3/3 - 0s - loss: 5.2201e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9934/10000\n",
"3/3 - 0s - loss: 4.4916e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9935/10000\n",
"3/3 - 0s - loss: 4.8415e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9936/10000\n",
"3/3 - 0s - loss: 3.5541e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9937/10000\n",
"3/3 - 0s - loss: 5.6771e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9938/10000\n",
"3/3 - 0s - loss: 3.6590e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9939/10000\n",
"3/3 - 0s - loss: 2.7374e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9940/10000\n",
"3/3 - 0s - loss: 2.0636e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9941/10000\n",
"3/3 - 0s - loss: 3.5646e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9942/10000\n",
"3/3 - 0s - loss: 5.9809e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9943/10000\n",
"3/3 - 0s - loss: 4.0990e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9944/10000\n",
"3/3 - 0s - loss: 3.2936e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9945/10000\n",
"3/3 - 0s - loss: 4.7081e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9946/10000\n",
"3/3 - 0s - loss: 2.2668e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9947/10000\n",
"3/3 - 0s - loss: 1.5603e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9948/10000\n",
"3/3 - 0s - loss: 1.5277e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9949/10000\n",
"3/3 - 0s - loss: 1.0143e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9950/10000\n",
"3/3 - 0s - loss: 8.0967e-09 - 20ms/epoch - 7ms/step\n",
"Epoch 9951/10000\n",
"3/3 - 0s - loss: 4.0837e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9952/10000\n",
"3/3 - 0s - loss: 7.9059e-09 - 19ms/epoch - 6ms/step\n",
"Epoch 9953/10000\n",
"3/3 - 0s - loss: 5.5407e-09 - 18ms/epoch - 6ms/step\n",
"Epoch 9954/10000\n",
"3/3 - 0s - loss: 2.1405e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9955/10000\n",
"3/3 - 0s - loss: 3.0383e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9956/10000\n",
"3/3 - 0s - loss: 3.3012e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9957/10000\n",
"3/3 - 0s - loss: 3.5245e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9958/10000\n",
"3/3 - 0s - loss: 2.3080e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9959/10000\n",
"3/3 - 0s - loss: 9.9849e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9960/10000\n",
"3/3 - 0s - loss: 2.8311e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9961/10000\n",
"3/3 - 0s - loss: 2.1470e-07 - 18ms/epoch - 6ms/step\n",
"Epoch 9962/10000\n",
"3/3 - 0s - loss: 2.2456e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 9963/10000\n",
"3/3 - 0s - loss: 9.5380e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9964/10000\n",
"3/3 - 0s - loss: 1.0100e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9965/10000\n",
"3/3 - 0s - loss: 1.2903e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9966/10000\n",
"3/3 - 0s - loss: 2.2775e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9967/10000\n",
"3/3 - 0s - loss: 1.3832e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9968/10000\n",
"3/3 - 0s - loss: 1.0394e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9969/10000\n",
"3/3 - 0s - loss: 9.9260e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9970/10000\n",
"3/3 - 0s - loss: 1.5076e-07 - 21ms/epoch - 7ms/step\n",
"Epoch 9971/10000\n",
"3/3 - 0s - loss: 8.0450e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9972/10000\n",
"3/3 - 0s - loss: 6.0943e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9973/10000\n",
"3/3 - 0s - loss: 4.7364e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9974/10000\n",
"3/3 - 0s - loss: 5.1284e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9975/10000\n",
"3/3 - 0s - loss: 3.5981e-08 - 17ms/epoch - 6ms/step\n",
"Epoch 9976/10000\n",
"3/3 - 0s - loss: 2.1042e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9977/10000\n",
"3/3 - 0s - loss: 4.8613e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9978/10000\n",
"3/3 - 0s - loss: 8.3611e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9979/10000\n",
"3/3 - 0s - loss: 4.7648e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9980/10000\n",
"3/3 - 0s - loss: 5.5702e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9981/10000\n",
"3/3 - 0s - loss: 2.3838e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9982/10000\n",
"3/3 - 0s - loss: 2.2838e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9983/10000\n",
"3/3 - 0s - loss: 2.4567e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9984/10000\n",
"3/3 - 0s - loss: 5.8325e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9985/10000\n",
"3/3 - 0s - loss: 6.9233e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9986/10000\n",
"3/3 - 0s - loss: 1.0708e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9987/10000\n",
"3/3 - 0s - loss: 8.4146e-08 - 18ms/epoch - 6ms/step\n",
"Epoch 9988/10000\n",
"3/3 - 0s - loss: 9.0350e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9989/10000\n",
"3/3 - 0s - loss: 1.4719e-07 - 20ms/epoch - 7ms/step\n",
"Epoch 9990/10000\n",
"3/3 - 0s - loss: 3.2640e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9991/10000\n",
"3/3 - 0s - loss: 2.1400e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9992/10000\n",
"3/3 - 0s - loss: 4.5365e-08 - 19ms/epoch - 6ms/step\n",
"Epoch 9993/10000\n",
"3/3 - 0s - loss: 8.1285e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9994/10000\n",
"3/3 - 0s - loss: 4.5741e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9995/10000\n",
"3/3 - 0s - loss: 5.0830e-08 - 21ms/epoch - 7ms/step\n",
"Epoch 9996/10000\n",
"3/3 - 0s - loss: 6.6755e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 9997/10000\n",
"3/3 - 0s - loss: 1.1695e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9998/10000\n",
"3/3 - 0s - loss: 1.4226e-07 - 19ms/epoch - 6ms/step\n",
"Epoch 9999/10000\n",
"3/3 - 0s - loss: 7.4189e-08 - 20ms/epoch - 7ms/step\n",
"Epoch 10000/10000\n",
"3/3 - 0s - loss: 3.5421e-08 - 21ms/epoch - 7ms/step\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<keras.src.callbacks.History at 0x7ec198571b40>"
]
},
"metadata": {},
"execution_count": 176
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "n-aNP4n3sqG_",
"outputId": "043140d9-bf40-4e9d-afe2-0129a4181fdf",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 443
}
},
"source": [
"# Plotting code, feel free to ignore.\n",
"h = 1.0\n",
"x_min, x_max = X[:, 0].min() - 5, X[:, 0].max() + 5\n",
"y_min, y_max = X[:, 1].min() - 5, X[:, 1].max() + 5\n",
"xx, yy = np.meshgrid(np.arange(x_min, x_max, h),\n",
" np.arange(y_min, y_max, h))\n",
"\n",
"# here \"model\" is your model's prediction (classification) function\n",
"Z = tn_model.predict(np.c_[xx.ravel(), yy.ravel()])\n",
"\n",
"# Put the result into a color plot\n",
"Z = Z.reshape(xx.shape)\n",
"plt.contourf(xx, yy, Z)\n",
"plt.axis('off')\n",
"\n",
"# Plot also the training points\n",
"plt.scatter(X[:, 0], X[:, 1], c=Y, cmap=plt.cm.Paired)"
],
"execution_count": 177,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"14/14 [==============================] - 0s 3ms/step\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.collections.PathCollection at 0x7ec1987ae0b0>"
]
},
"metadata": {},
"execution_count": 177
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"seconds = time.time()\n",
"print(\"Time in seconds since end of run:\", seconds)\n",
"local_time = time.ctime(seconds)\n",
"print(local_time)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 0
},
"id": "wfZCzuq9KY9b",
"outputId": "6cc87a73-baf1-42b6-e768-302bb1599327"
},
"execution_count": 178,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Time in seconds since end of run: 1710206342.2550468\n",
"Tue Mar 12 01:19:02 2024\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"seconds = time.time()\n",
"print(\"Time in seconds since beginning of run:\", seconds)\n",
"local_time = time.ctime(seconds)\n",
"print(local_time)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 0
},
"id": "Ft6S13x6KuEQ",
"outputId": "e0b8a2c6-b900-4f54-97bb-af9e9297f251"
},
"execution_count": 179,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Time in seconds since beginning of run: 1710206342.2677794\n",
"Tue Mar 12 01:19:02 2024\n"
]
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "BMxSJo5gtOmQ"
},
"source": [
"# VS Fully Connected"
]
},
{
"cell_type": "code",
"metadata": {
"id": "NKQx7stYswzU",
"outputId": "2e9b43e9-6c54-4bac-d986-fff9227fc185",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 92221
}
},
"source": [
"fc_model.compile(optimizer=\"adam\", loss=\"mean_squared_error\")\n",
"fc_model.fit(X, Y, epochs=10000, verbose=2)\n",
"# Plotting code, feel free to ignore.\n",
"h = 1.0\n",
"x_min, x_max = X[:, 0].min() - 5, X[:, 0].max() + 5\n",
"y_min, y_max = X[:, 1].min() - 5, X[:, 1].max() + 5\n",
"xx, yy = np.meshgrid(np.arange(x_min, x_max, h),\n",
" np.arange(y_min, y_max, h))\n",
"\n",
"# here \"model\" is your model's prediction (classification) function\n",
"Z = fc_model.predict(np.c_[xx.ravel(), yy.ravel()])\n",
"\n",
"# Put the result into a color plot\n",
"Z = Z.reshape(xx.shape)\n",
"plt.contourf(xx, yy, Z)\n",
"plt.axis('off')\n",
"\n",
"# Plot also the training points\n",
"plt.scatter(X[:, 0], X[:, 1], c=Y, cmap=plt.cm.Paired)"
],
"execution_count": 180,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
"Epoch 7502/10000\n",
"3/3 - 0s - loss: 1.3119e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7503/10000\n",
"3/3 - 0s - loss: 1.2422e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7504/10000\n",
"3/3 - 0s - loss: 8.4435e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7505/10000\n",
"3/3 - 0s - loss: 1.7478e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7506/10000\n",
"3/3 - 0s - loss: 2.2475e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7507/10000\n",
"3/3 - 0s - loss: 8.5220e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7508/10000\n",
"3/3 - 0s - loss: 8.4077e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7509/10000\n",
"3/3 - 0s - loss: 8.3781e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7510/10000\n",
"3/3 - 0s - loss: 1.0877e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7511/10000\n",
"3/3 - 0s - loss: 8.3630e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7512/10000\n",
"3/3 - 0s - loss: 1.9155e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7513/10000\n",
"3/3 - 0s - loss: 2.2595e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7514/10000\n",
"3/3 - 0s - loss: 1.2432e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7515/10000\n",
"3/3 - 0s - loss: 9.7032e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7516/10000\n",
"3/3 - 0s - loss: 8.3268e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7517/10000\n",
"3/3 - 0s - loss: 5.6616e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7518/10000\n",
"3/3 - 0s - loss: 3.7250e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7519/10000\n",
"3/3 - 0s - loss: 3.7138e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7520/10000\n",
"3/3 - 0s - loss: 4.5200e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7521/10000\n",
"3/3 - 0s - loss: 3.8218e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7522/10000\n",
"3/3 - 0s - loss: 3.2290e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7523/10000\n",
"3/3 - 0s - loss: 6.0179e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7524/10000\n",
"3/3 - 0s - loss: 5.0105e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7525/10000\n",
"3/3 - 0s - loss: 3.8430e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7526/10000\n",
"3/3 - 0s - loss: 5.6430e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7527/10000\n",
"3/3 - 0s - loss: 6.6350e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7528/10000\n",
"3/3 - 0s - loss: 9.6600e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7529/10000\n",
"3/3 - 0s - loss: 1.5050e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7530/10000\n",
"3/3 - 0s - loss: 1.4730e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7531/10000\n",
"3/3 - 0s - loss: 1.6807e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7532/10000\n",
"3/3 - 0s - loss: 1.6452e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7533/10000\n",
"3/3 - 0s - loss: 1.1857e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7534/10000\n",
"3/3 - 0s - loss: 1.6401e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7535/10000\n",
"3/3 - 0s - loss: 6.7616e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7536/10000\n",
"3/3 - 0s - loss: 5.6737e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7537/10000\n",
"3/3 - 0s - loss: 4.5800e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7538/10000\n",
"3/3 - 0s - loss: 5.0293e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7539/10000\n",
"3/3 - 0s - loss: 4.2092e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7540/10000\n",
"3/3 - 0s - loss: 4.2674e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 7541/10000\n",
"3/3 - 0s - loss: 3.1436e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7542/10000\n",
"3/3 - 0s - loss: 2.1874e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7543/10000\n",
"3/3 - 0s - loss: 1.8698e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7544/10000\n",
"3/3 - 0s - loss: 1.4682e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7545/10000\n",
"3/3 - 0s - loss: 8.9335e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7546/10000\n",
"3/3 - 0s - loss: 1.5985e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7547/10000\n",
"3/3 - 0s - loss: 1.0236e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7548/10000\n",
"3/3 - 0s - loss: 8.5762e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7549/10000\n",
"3/3 - 0s - loss: 7.3207e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7550/10000\n",
"3/3 - 0s - loss: 7.3828e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7551/10000\n",
"3/3 - 0s - loss: 9.8152e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 7552/10000\n",
"3/3 - 0s - loss: 6.7670e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7553/10000\n",
"3/3 - 0s - loss: 1.3621e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7554/10000\n",
"3/3 - 0s - loss: 9.2486e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7555/10000\n",
"3/3 - 0s - loss: 1.5756e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7556/10000\n",
"3/3 - 0s - loss: 1.5979e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7557/10000\n",
"3/3 - 0s - loss: 1.8736e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7558/10000\n",
"3/3 - 0s - loss: 2.7173e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7559/10000\n",
"3/3 - 0s - loss: 5.6492e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7560/10000\n",
"3/3 - 0s - loss: 7.8296e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7561/10000\n",
"3/3 - 0s - loss: 3.0847e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7562/10000\n",
"3/3 - 0s - loss: 2.6432e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7563/10000\n",
"3/3 - 0s - loss: 2.7402e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7564/10000\n",
"3/3 - 0s - loss: 2.9577e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7565/10000\n",
"3/3 - 0s - loss: 2.5154e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7566/10000\n",
"3/3 - 0s - loss: 1.6918e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7567/10000\n",
"3/3 - 0s - loss: 1.9454e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7568/10000\n",
"3/3 - 0s - loss: 1.9604e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7569/10000\n",
"3/3 - 0s - loss: 1.4886e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7570/10000\n",
"3/3 - 0s - loss: 1.1692e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7571/10000\n",
"3/3 - 0s - loss: 7.9803e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7572/10000\n",
"3/3 - 0s - loss: 8.6094e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7573/10000\n",
"3/3 - 0s - loss: 6.6946e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7574/10000\n",
"3/3 - 0s - loss: 6.8803e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 7575/10000\n",
"3/3 - 0s - loss: 8.4538e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7576/10000\n",
"3/3 - 0s - loss: 5.8176e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7577/10000\n",
"3/3 - 0s - loss: 6.7506e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 7578/10000\n",
"3/3 - 0s - loss: 6.3004e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7579/10000\n",
"3/3 - 0s - loss: 4.1164e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7580/10000\n",
"3/3 - 0s - loss: 3.4484e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7581/10000\n",
"3/3 - 0s - loss: 1.8800e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7582/10000\n",
"3/3 - 0s - loss: 3.2867e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7583/10000\n",
"3/3 - 0s - loss: 4.5228e-07 - 30ms/epoch - 10ms/step\n",
"Epoch 7584/10000\n",
"3/3 - 0s - loss: 6.0226e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7585/10000\n",
"3/3 - 0s - loss: 7.6474e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7586/10000\n",
"3/3 - 0s - loss: 5.8435e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7587/10000\n",
"3/3 - 0s - loss: 7.8908e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7588/10000\n",
"3/3 - 0s - loss: 1.4056e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7589/10000\n",
"3/3 - 0s - loss: 7.5075e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7590/10000\n",
"3/3 - 0s - loss: 1.1500e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7591/10000\n",
"3/3 - 0s - loss: 1.9019e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7592/10000\n",
"3/3 - 0s - loss: 2.3130e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7593/10000\n",
"3/3 - 0s - loss: 2.2350e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7594/10000\n",
"3/3 - 0s - loss: 2.2235e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7595/10000\n",
"3/3 - 0s - loss: 1.5482e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7596/10000\n",
"3/3 - 0s - loss: 3.1841e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7597/10000\n",
"3/3 - 0s - loss: 1.2331e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7598/10000\n",
"3/3 - 0s - loss: 2.0162e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7599/10000\n",
"3/3 - 0s - loss: 1.3134e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7600/10000\n",
"3/3 - 0s - loss: 1.0287e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7601/10000\n",
"3/3 - 0s - loss: 6.8613e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7602/10000\n",
"3/3 - 0s - loss: 6.1793e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 7603/10000\n",
"3/3 - 0s - loss: 5.7394e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7604/10000\n",
"3/3 - 0s - loss: 5.9792e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7605/10000\n",
"3/3 - 0s - loss: 4.8985e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 7606/10000\n",
"3/3 - 0s - loss: 3.8787e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7607/10000\n",
"3/3 - 0s - loss: 6.2714e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7608/10000\n",
"3/3 - 0s - loss: 5.4044e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7609/10000\n",
"3/3 - 0s - loss: 5.4543e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 7610/10000\n",
"3/3 - 0s - loss: 6.4095e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7611/10000\n",
"3/3 - 0s - loss: 5.7414e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7612/10000\n",
"3/3 - 0s - loss: 6.0989e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7613/10000\n",
"3/3 - 0s - loss: 5.8346e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7614/10000\n",
"3/3 - 0s - loss: 3.3723e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7615/10000\n",
"3/3 - 0s - loss: 3.3199e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7616/10000\n",
"3/3 - 0s - loss: 1.7487e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7617/10000\n",
"3/3 - 0s - loss: 2.1013e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7618/10000\n",
"3/3 - 0s - loss: 3.6515e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7619/10000\n",
"3/3 - 0s - loss: 4.6722e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7620/10000\n",
"3/3 - 0s - loss: 6.8616e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7621/10000\n",
"3/3 - 0s - loss: 4.8538e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7622/10000\n",
"3/3 - 0s - loss: 3.0907e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7623/10000\n",
"3/3 - 0s - loss: 3.7931e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7624/10000\n",
"3/3 - 0s - loss: 2.8616e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7625/10000\n",
"3/3 - 0s - loss: 3.3283e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 7626/10000\n",
"3/3 - 0s - loss: 4.1076e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7627/10000\n",
"3/3 - 0s - loss: 3.6736e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7628/10000\n",
"3/3 - 0s - loss: 3.3546e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7629/10000\n",
"3/3 - 0s - loss: 1.6959e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7630/10000\n",
"3/3 - 0s - loss: 2.4155e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 7631/10000\n",
"3/3 - 0s - loss: 2.5349e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7632/10000\n",
"3/3 - 0s - loss: 1.9874e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7633/10000\n",
"3/3 - 0s - loss: 2.1041e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7634/10000\n",
"3/3 - 0s - loss: 1.6656e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7635/10000\n",
"3/3 - 0s - loss: 1.6048e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 7636/10000\n",
"3/3 - 0s - loss: 1.0086e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7637/10000\n",
"3/3 - 0s - loss: 1.4113e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7638/10000\n",
"3/3 - 0s - loss: 1.3066e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7639/10000\n",
"3/3 - 0s - loss: 1.0947e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 7640/10000\n",
"3/3 - 0s - loss: 1.3804e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7641/10000\n",
"3/3 - 0s - loss: 2.0413e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7642/10000\n",
"3/3 - 0s - loss: 4.5671e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7643/10000\n",
"3/3 - 0s - loss: 3.7996e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7644/10000\n",
"3/3 - 0s - loss: 5.3232e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7645/10000\n",
"3/3 - 0s - loss: 7.6574e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7646/10000\n",
"3/3 - 0s - loss: 6.2407e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7647/10000\n",
"3/3 - 0s - loss: 6.1891e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7648/10000\n",
"3/3 - 0s - loss: 2.7594e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7649/10000\n",
"3/3 - 0s - loss: 2.4103e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7650/10000\n",
"3/3 - 0s - loss: 2.0960e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7651/10000\n",
"3/3 - 0s - loss: 3.4999e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7652/10000\n",
"3/3 - 0s - loss: 3.3931e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7653/10000\n",
"3/3 - 0s - loss: 4.4486e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7654/10000\n",
"3/3 - 0s - loss: 3.1989e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7655/10000\n",
"3/3 - 0s - loss: 3.3116e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7656/10000\n",
"3/3 - 0s - loss: 4.4180e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7657/10000\n",
"3/3 - 0s - loss: 7.1214e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7658/10000\n",
"3/3 - 0s - loss: 8.0136e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7659/10000\n",
"3/3 - 0s - loss: 6.4217e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7660/10000\n",
"3/3 - 0s - loss: 7.6127e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7661/10000\n",
"3/3 - 0s - loss: 4.7815e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7662/10000\n",
"3/3 - 0s - loss: 7.2122e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7663/10000\n",
"3/3 - 0s - loss: 7.3445e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7664/10000\n",
"3/3 - 0s - loss: 4.9343e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7665/10000\n",
"3/3 - 0s - loss: 7.0592e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7666/10000\n",
"3/3 - 0s - loss: 8.4545e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7667/10000\n",
"3/3 - 0s - loss: 1.6647e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7668/10000\n",
"3/3 - 0s - loss: 1.6490e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7669/10000\n",
"3/3 - 0s - loss: 1.3786e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 7670/10000\n",
"3/3 - 0s - loss: 6.5599e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7671/10000\n",
"3/3 - 0s - loss: 9.8735e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7672/10000\n",
"3/3 - 0s - loss: 1.8278e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7673/10000\n",
"3/3 - 0s - loss: 1.1057e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7674/10000\n",
"3/3 - 0s - loss: 1.2156e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7675/10000\n",
"3/3 - 0s - loss: 7.2994e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 7676/10000\n",
"3/3 - 0s - loss: 7.3027e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7677/10000\n",
"3/3 - 0s - loss: 8.6962e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7678/10000\n",
"3/3 - 0s - loss: 5.8539e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7679/10000\n",
"3/3 - 0s - loss: 4.7170e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7680/10000\n",
"3/3 - 0s - loss: 5.9265e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7681/10000\n",
"3/3 - 0s - loss: 6.2868e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7682/10000\n",
"3/3 - 0s - loss: 5.5435e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7683/10000\n",
"3/3 - 0s - loss: 5.1121e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7684/10000\n",
"3/3 - 0s - loss: 3.7339e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7685/10000\n",
"3/3 - 0s - loss: 4.3582e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7686/10000\n",
"3/3 - 0s - loss: 6.7808e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7687/10000\n",
"3/3 - 0s - loss: 4.8523e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7688/10000\n",
"3/3 - 0s - loss: 9.6247e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7689/10000\n",
"3/3 - 0s - loss: 1.1170e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7690/10000\n",
"3/3 - 0s - loss: 2.6984e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7691/10000\n",
"3/3 - 0s - loss: 4.2942e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7692/10000\n",
"3/3 - 0s - loss: 3.3384e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7693/10000\n",
"3/3 - 0s - loss: 2.2286e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7694/10000\n",
"3/3 - 0s - loss: 2.2014e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7695/10000\n",
"3/3 - 0s - loss: 2.6924e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7696/10000\n",
"3/3 - 0s - loss: 4.9006e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7697/10000\n",
"3/3 - 0s - loss: 2.7940e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7698/10000\n",
"3/3 - 0s - loss: 3.8633e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7699/10000\n",
"3/3 - 0s - loss: 4.2093e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7700/10000\n",
"3/3 - 0s - loss: 4.0751e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7701/10000\n",
"3/3 - 0s - loss: 2.8580e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7702/10000\n",
"3/3 - 0s - loss: 1.6743e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7703/10000\n",
"3/3 - 0s - loss: 1.1165e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7704/10000\n",
"3/3 - 0s - loss: 1.3300e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7705/10000\n",
"3/3 - 0s - loss: 1.1973e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7706/10000\n",
"3/3 - 0s - loss: 1.5771e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7707/10000\n",
"3/3 - 0s - loss: 1.2107e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7708/10000\n",
"3/3 - 0s - loss: 1.8436e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7709/10000\n",
"3/3 - 0s - loss: 2.3492e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7710/10000\n",
"3/3 - 0s - loss: 1.4376e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7711/10000\n",
"3/3 - 0s - loss: 1.0714e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7712/10000\n",
"3/3 - 0s - loss: 1.9554e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7713/10000\n",
"3/3 - 0s - loss: 3.0067e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7714/10000\n",
"3/3 - 0s - loss: 4.4520e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7715/10000\n",
"3/3 - 0s - loss: 4.1668e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7716/10000\n",
"3/3 - 0s - loss: 3.8454e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7717/10000\n",
"3/3 - 0s - loss: 5.0642e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7718/10000\n",
"3/3 - 0s - loss: 4.2984e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7719/10000\n",
"3/3 - 0s - loss: 4.0799e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7720/10000\n",
"3/3 - 0s - loss: 7.2575e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7721/10000\n",
"3/3 - 0s - loss: 1.2798e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7722/10000\n",
"3/3 - 0s - loss: 2.0818e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7723/10000\n",
"3/3 - 0s - loss: 2.0394e-05 - 29ms/epoch - 10ms/step\n",
"Epoch 7724/10000\n",
"3/3 - 0s - loss: 1.9301e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7725/10000\n",
"3/3 - 0s - loss: 2.3379e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7726/10000\n",
"3/3 - 0s - loss: 2.5567e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7727/10000\n",
"3/3 - 0s - loss: 2.2083e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7728/10000\n",
"3/3 - 0s - loss: 3.7231e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7729/10000\n",
"3/3 - 0s - loss: 6.8656e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7730/10000\n",
"3/3 - 0s - loss: 1.4309e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 7731/10000\n",
"3/3 - 0s - loss: 1.2262e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7732/10000\n",
"3/3 - 0s - loss: 5.5038e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7733/10000\n",
"3/3 - 0s - loss: 5.1911e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7734/10000\n",
"3/3 - 0s - loss: 6.3044e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7735/10000\n",
"3/3 - 0s - loss: 6.0391e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7736/10000\n",
"3/3 - 0s - loss: 3.4998e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7737/10000\n",
"3/3 - 0s - loss: 3.5749e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7738/10000\n",
"3/3 - 0s - loss: 3.0897e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7739/10000\n",
"3/3 - 0s - loss: 3.0278e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7740/10000\n",
"3/3 - 0s - loss: 3.0034e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7741/10000\n",
"3/3 - 0s - loss: 6.0892e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7742/10000\n",
"3/3 - 0s - loss: 5.9324e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7743/10000\n",
"3/3 - 0s - loss: 5.0845e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7744/10000\n",
"3/3 - 0s - loss: 5.2561e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 7745/10000\n",
"3/3 - 0s - loss: 4.1299e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7746/10000\n",
"3/3 - 0s - loss: 6.9169e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7747/10000\n",
"3/3 - 0s - loss: 1.3655e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 7748/10000\n",
"3/3 - 0s - loss: 1.5131e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 7749/10000\n",
"3/3 - 0s - loss: 2.5801e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 7750/10000\n",
"3/3 - 0s - loss: 2.5359e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7751/10000\n",
"3/3 - 0s - loss: 1.8502e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 7752/10000\n",
"3/3 - 0s - loss: 2.3653e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 7753/10000\n",
"3/3 - 0s - loss: 3.8825e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 7754/10000\n",
"3/3 - 0s - loss: 2.1815e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 7755/10000\n",
"3/3 - 0s - loss: 1.7919e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 7756/10000\n",
"3/3 - 0s - loss: 1.9789e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7757/10000\n",
"3/3 - 0s - loss: 7.0271e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7758/10000\n",
"3/3 - 0s - loss: 9.1016e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7759/10000\n",
"3/3 - 0s - loss: 0.0015 - 27ms/epoch - 9ms/step\n",
"Epoch 7760/10000\n",
"3/3 - 0s - loss: 0.0014 - 24ms/epoch - 8ms/step\n",
"Epoch 7761/10000\n",
"3/3 - 0s - loss: 9.0898e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 7762/10000\n",
"3/3 - 0s - loss: 7.0713e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 7763/10000\n",
"3/3 - 0s - loss: 7.3804e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7764/10000\n",
"3/3 - 0s - loss: 7.3651e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7765/10000\n",
"3/3 - 0s - loss: 3.2626e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 7766/10000\n",
"3/3 - 0s - loss: 4.2064e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 7767/10000\n",
"3/3 - 0s - loss: 6.5446e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7768/10000\n",
"3/3 - 0s - loss: 5.5098e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7769/10000\n",
"3/3 - 0s - loss: 3.7668e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 7770/10000\n",
"3/3 - 0s - loss: 2.8339e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 7771/10000\n",
"3/3 - 0s - loss: 1.5819e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 7772/10000\n",
"3/3 - 0s - loss: 1.7813e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7773/10000\n",
"3/3 - 0s - loss: 1.8525e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 7774/10000\n",
"3/3 - 0s - loss: 1.4046e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 7775/10000\n",
"3/3 - 0s - loss: 1.3365e-04 - 22ms/epoch - 7ms/step\n",
"Epoch 7776/10000\n",
"3/3 - 0s - loss: 8.3120e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7777/10000\n",
"3/3 - 0s - loss: 9.7914e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7778/10000\n",
"3/3 - 0s - loss: 7.3307e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7779/10000\n",
"3/3 - 0s - loss: 3.7329e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7780/10000\n",
"3/3 - 0s - loss: 3.4298e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7781/10000\n",
"3/3 - 0s - loss: 2.5089e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7782/10000\n",
"3/3 - 0s - loss: 2.5634e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7783/10000\n",
"3/3 - 0s - loss: 2.1419e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7784/10000\n",
"3/3 - 0s - loss: 2.9426e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7785/10000\n",
"3/3 - 0s - loss: 2.2864e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7786/10000\n",
"3/3 - 0s - loss: 2.3870e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7787/10000\n",
"3/3 - 0s - loss: 1.7614e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7788/10000\n",
"3/3 - 0s - loss: 2.1086e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 7789/10000\n",
"3/3 - 0s - loss: 2.1814e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7790/10000\n",
"3/3 - 0s - loss: 2.1083e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7791/10000\n",
"3/3 - 0s - loss: 2.3655e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7792/10000\n",
"3/3 - 0s - loss: 4.2949e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7793/10000\n",
"3/3 - 0s - loss: 4.7334e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7794/10000\n",
"3/3 - 0s - loss: 2.8402e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7795/10000\n",
"3/3 - 0s - loss: 2.7386e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7796/10000\n",
"3/3 - 0s - loss: 2.4784e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7797/10000\n",
"3/3 - 0s - loss: 3.0666e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 7798/10000\n",
"3/3 - 0s - loss: 2.3718e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7799/10000\n",
"3/3 - 0s - loss: 2.5560e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7800/10000\n",
"3/3 - 0s - loss: 3.6385e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7801/10000\n",
"3/3 - 0s - loss: 3.6286e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7802/10000\n",
"3/3 - 0s - loss: 3.6176e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7803/10000\n",
"3/3 - 0s - loss: 3.0538e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7804/10000\n",
"3/3 - 0s - loss: 2.3738e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 7805/10000\n",
"3/3 - 0s - loss: 2.4189e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7806/10000\n",
"3/3 - 0s - loss: 1.8284e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7807/10000\n",
"3/3 - 0s - loss: 1.1209e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7808/10000\n",
"3/3 - 0s - loss: 8.8929e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7809/10000\n",
"3/3 - 0s - loss: 8.2933e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7810/10000\n",
"3/3 - 0s - loss: 7.1833e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7811/10000\n",
"3/3 - 0s - loss: 7.0122e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7812/10000\n",
"3/3 - 0s - loss: 9.0222e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7813/10000\n",
"3/3 - 0s - loss: 1.1690e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7814/10000\n",
"3/3 - 0s - loss: 1.2991e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7815/10000\n",
"3/3 - 0s - loss: 8.2913e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7816/10000\n",
"3/3 - 0s - loss: 8.0583e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7817/10000\n",
"3/3 - 0s - loss: 6.3702e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7818/10000\n",
"3/3 - 0s - loss: 5.2138e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7819/10000\n",
"3/3 - 0s - loss: 2.7399e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7820/10000\n",
"3/3 - 0s - loss: 2.4420e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7821/10000\n",
"3/3 - 0s - loss: 2.7545e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7822/10000\n",
"3/3 - 0s - loss: 2.7805e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7823/10000\n",
"3/3 - 0s - loss: 2.5452e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7824/10000\n",
"3/3 - 0s - loss: 2.0191e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7825/10000\n",
"3/3 - 0s - loss: 1.6007e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7826/10000\n",
"3/3 - 0s - loss: 1.5789e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7827/10000\n",
"3/3 - 0s - loss: 1.2354e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7828/10000\n",
"3/3 - 0s - loss: 9.8133e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 7829/10000\n",
"3/3 - 0s - loss: 9.2581e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7830/10000\n",
"3/3 - 0s - loss: 9.2330e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 7831/10000\n",
"3/3 - 0s - loss: 1.1671e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7832/10000\n",
"3/3 - 0s - loss: 9.2576e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 7833/10000\n",
"3/3 - 0s - loss: 1.1084e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7834/10000\n",
"3/3 - 0s - loss: 1.3692e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7835/10000\n",
"3/3 - 0s - loss: 1.7124e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7836/10000\n",
"3/3 - 0s - loss: 1.5666e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7837/10000\n",
"3/3 - 0s - loss: 8.1892e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7838/10000\n",
"3/3 - 0s - loss: 8.5906e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7839/10000\n",
"3/3 - 0s - loss: 8.4205e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7840/10000\n",
"3/3 - 0s - loss: 1.0510e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7841/10000\n",
"3/3 - 0s - loss: 7.0321e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7842/10000\n",
"3/3 - 0s - loss: 8.8181e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7843/10000\n",
"3/3 - 0s - loss: 1.0284e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7844/10000\n",
"3/3 - 0s - loss: 5.9681e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7845/10000\n",
"3/3 - 0s - loss: 8.8428e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7846/10000\n",
"3/3 - 0s - loss: 1.5994e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7847/10000\n",
"3/3 - 0s - loss: 1.6528e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7848/10000\n",
"3/3 - 0s - loss: 2.2235e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7849/10000\n",
"3/3 - 0s - loss: 2.3437e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7850/10000\n",
"3/3 - 0s - loss: 2.5384e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7851/10000\n",
"3/3 - 0s - loss: 3.2400e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7852/10000\n",
"3/3 - 0s - loss: 4.1748e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7853/10000\n",
"3/3 - 0s - loss: 5.2559e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7854/10000\n",
"3/3 - 0s - loss: 4.7504e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7855/10000\n",
"3/3 - 0s - loss: 6.0979e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7856/10000\n",
"3/3 - 0s - loss: 4.9407e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7857/10000\n",
"3/3 - 0s - loss: 4.2121e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7858/10000\n",
"3/3 - 0s - loss: 4.3367e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7859/10000\n",
"3/3 - 0s - loss: 8.4105e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7860/10000\n",
"3/3 - 0s - loss: 9.0614e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7861/10000\n",
"3/3 - 0s - loss: 8.3127e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7862/10000\n",
"3/3 - 0s - loss: 6.6367e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7863/10000\n",
"3/3 - 0s - loss: 7.4736e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7864/10000\n",
"3/3 - 0s - loss: 1.6867e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 7865/10000\n",
"3/3 - 0s - loss: 3.3182e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7866/10000\n",
"3/3 - 0s - loss: 3.4720e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 7867/10000\n",
"3/3 - 0s - loss: 9.5846e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 7868/10000\n",
"3/3 - 0s - loss: 1.4745e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 7869/10000\n",
"3/3 - 0s - loss: 1.1237e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 7870/10000\n",
"3/3 - 0s - loss: 4.4602e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7871/10000\n",
"3/3 - 0s - loss: 4.0333e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7872/10000\n",
"3/3 - 0s - loss: 2.6322e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 7873/10000\n",
"3/3 - 0s - loss: 1.9565e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 7874/10000\n",
"3/3 - 0s - loss: 1.4328e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7875/10000\n",
"3/3 - 0s - loss: 1.6730e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7876/10000\n",
"3/3 - 0s - loss: 1.4652e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7877/10000\n",
"3/3 - 0s - loss: 1.5951e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7878/10000\n",
"3/3 - 0s - loss: 7.8636e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7879/10000\n",
"3/3 - 0s - loss: 1.7281e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7880/10000\n",
"3/3 - 0s - loss: 1.7148e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7881/10000\n",
"3/3 - 0s - loss: 1.8408e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 7882/10000\n",
"3/3 - 0s - loss: 1.1396e-05 - 29ms/epoch - 10ms/step\n",
"Epoch 7883/10000\n",
"3/3 - 0s - loss: 8.8294e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7884/10000\n",
"3/3 - 0s - loss: 1.7844e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7885/10000\n",
"3/3 - 0s - loss: 1.6026e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7886/10000\n",
"3/3 - 0s - loss: 2.0227e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 7887/10000\n",
"3/3 - 0s - loss: 1.7941e-05 - 29ms/epoch - 10ms/step\n",
"Epoch 7888/10000\n",
"3/3 - 0s - loss: 1.0967e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 7889/10000\n",
"3/3 - 0s - loss: 8.5026e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7890/10000\n",
"3/3 - 0s - loss: 4.5833e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7891/10000\n",
"3/3 - 0s - loss: 3.2796e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7892/10000\n",
"3/3 - 0s - loss: 4.1369e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7893/10000\n",
"3/3 - 0s - loss: 3.8973e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7894/10000\n",
"3/3 - 0s - loss: 2.9719e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7895/10000\n",
"3/3 - 0s - loss: 3.2870e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7896/10000\n",
"3/3 - 0s - loss: 2.0316e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7897/10000\n",
"3/3 - 0s - loss: 1.7280e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7898/10000\n",
"3/3 - 0s - loss: 1.3180e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7899/10000\n",
"3/3 - 0s - loss: 1.0138e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7900/10000\n",
"3/3 - 0s - loss: 7.1092e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7901/10000\n",
"3/3 - 0s - loss: 6.4605e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7902/10000\n",
"3/3 - 0s - loss: 5.8131e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7903/10000\n",
"3/3 - 0s - loss: 3.7688e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7904/10000\n",
"3/3 - 0s - loss: 4.0289e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7905/10000\n",
"3/3 - 0s - loss: 3.1779e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7906/10000\n",
"3/3 - 0s - loss: 3.9050e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7907/10000\n",
"3/3 - 0s - loss: 5.0182e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7908/10000\n",
"3/3 - 0s - loss: 6.8213e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7909/10000\n",
"3/3 - 0s - loss: 3.6940e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7910/10000\n",
"3/3 - 0s - loss: 4.4721e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7911/10000\n",
"3/3 - 0s - loss: 3.9941e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 7912/10000\n",
"3/3 - 0s - loss: 8.0249e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7913/10000\n",
"3/3 - 0s - loss: 1.0925e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7914/10000\n",
"3/3 - 0s - loss: 1.1199e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7915/10000\n",
"3/3 - 0s - loss: 1.3193e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7916/10000\n",
"3/3 - 0s - loss: 1.6253e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7917/10000\n",
"3/3 - 0s - loss: 2.0440e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7918/10000\n",
"3/3 - 0s - loss: 2.3033e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7919/10000\n",
"3/3 - 0s - loss: 1.4349e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7920/10000\n",
"3/3 - 0s - loss: 1.8601e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7921/10000\n",
"3/3 - 0s - loss: 3.5900e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7922/10000\n",
"3/3 - 0s - loss: 3.1512e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7923/10000\n",
"3/3 - 0s - loss: 3.3279e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7924/10000\n",
"3/3 - 0s - loss: 2.7458e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7925/10000\n",
"3/3 - 0s - loss: 2.8746e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7926/10000\n",
"3/3 - 0s - loss: 3.4407e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7927/10000\n",
"3/3 - 0s - loss: 1.2319e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7928/10000\n",
"3/3 - 0s - loss: 2.3850e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7929/10000\n",
"3/3 - 0s - loss: 2.1430e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7930/10000\n",
"3/3 - 0s - loss: 2.5942e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7931/10000\n",
"3/3 - 0s - loss: 1.5011e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7932/10000\n",
"3/3 - 0s - loss: 1.8859e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7933/10000\n",
"3/3 - 0s - loss: 2.1317e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7934/10000\n",
"3/3 - 0s - loss: 1.7372e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 7935/10000\n",
"3/3 - 0s - loss: 2.1107e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 7936/10000\n",
"3/3 - 0s - loss: 1.0119e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7937/10000\n",
"3/3 - 0s - loss: 5.2211e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7938/10000\n",
"3/3 - 0s - loss: 8.3202e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7939/10000\n",
"3/3 - 0s - loss: 1.0766e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 7940/10000\n",
"3/3 - 0s - loss: 6.5465e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7941/10000\n",
"3/3 - 0s - loss: 3.6700e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7942/10000\n",
"3/3 - 0s - loss: 3.1954e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7943/10000\n",
"3/3 - 0s - loss: 4.0829e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7944/10000\n",
"3/3 - 0s - loss: 1.3566e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7945/10000\n",
"3/3 - 0s - loss: 7.5287e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7946/10000\n",
"3/3 - 0s - loss: 1.2349e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7947/10000\n",
"3/3 - 0s - loss: 1.6631e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7948/10000\n",
"3/3 - 0s - loss: 1.5085e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7949/10000\n",
"3/3 - 0s - loss: 2.1476e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7950/10000\n",
"3/3 - 0s - loss: 2.0158e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7951/10000\n",
"3/3 - 0s - loss: 7.9120e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7952/10000\n",
"3/3 - 0s - loss: 1.2198e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7953/10000\n",
"3/3 - 0s - loss: 1.8345e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7954/10000\n",
"3/3 - 0s - loss: 3.0661e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7955/10000\n",
"3/3 - 0s - loss: 2.8845e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7956/10000\n",
"3/3 - 0s - loss: 1.3125e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7957/10000\n",
"3/3 - 0s - loss: 1.5070e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7958/10000\n",
"3/3 - 0s - loss: 1.0392e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7959/10000\n",
"3/3 - 0s - loss: 6.3594e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7960/10000\n",
"3/3 - 0s - loss: 3.4964e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7961/10000\n",
"3/3 - 0s - loss: 8.3988e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7962/10000\n",
"3/3 - 0s - loss: 1.6975e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7963/10000\n",
"3/3 - 0s - loss: 1.9098e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7964/10000\n",
"3/3 - 0s - loss: 2.2951e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7965/10000\n",
"3/3 - 0s - loss: 2.5441e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7966/10000\n",
"3/3 - 0s - loss: 1.6296e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7967/10000\n",
"3/3 - 0s - loss: 1.2701e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7968/10000\n",
"3/3 - 0s - loss: 2.3038e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7969/10000\n",
"3/3 - 0s - loss: 2.0342e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7970/10000\n",
"3/3 - 0s - loss: 2.6818e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7971/10000\n",
"3/3 - 0s - loss: 3.2526e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 7972/10000\n",
"3/3 - 0s - loss: 2.4617e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 7973/10000\n",
"3/3 - 0s - loss: 1.9342e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 7974/10000\n",
"3/3 - 0s - loss: 1.2250e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 7975/10000\n",
"3/3 - 0s - loss: 1.3003e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7976/10000\n",
"3/3 - 0s - loss: 8.1088e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7977/10000\n",
"3/3 - 0s - loss: 9.4304e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 7978/10000\n",
"3/3 - 0s - loss: 1.5656e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 7979/10000\n",
"3/3 - 0s - loss: 1.1187e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7980/10000\n",
"3/3 - 0s - loss: 9.4391e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7981/10000\n",
"3/3 - 0s - loss: 1.3845e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 7982/10000\n",
"3/3 - 0s - loss: 1.7857e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7983/10000\n",
"3/3 - 0s - loss: 1.9255e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 7984/10000\n",
"3/3 - 0s - loss: 1.5079e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 7985/10000\n",
"3/3 - 0s - loss: 1.3841e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7986/10000\n",
"3/3 - 0s - loss: 1.0518e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7987/10000\n",
"3/3 - 0s - loss: 6.0258e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7988/10000\n",
"3/3 - 0s - loss: 5.9489e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7989/10000\n",
"3/3 - 0s - loss: 6.8278e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 7990/10000\n",
"3/3 - 0s - loss: 6.4329e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7991/10000\n",
"3/3 - 0s - loss: 6.6504e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7992/10000\n",
"3/3 - 0s - loss: 7.2911e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7993/10000\n",
"3/3 - 0s - loss: 8.7398e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7994/10000\n",
"3/3 - 0s - loss: 9.4442e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 7995/10000\n",
"3/3 - 0s - loss: 8.4558e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 7996/10000\n",
"3/3 - 0s - loss: 1.3090e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 7997/10000\n",
"3/3 - 0s - loss: 1.0183e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 7998/10000\n",
"3/3 - 0s - loss: 8.4100e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 7999/10000\n",
"3/3 - 0s - loss: 8.0201e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8000/10000\n",
"3/3 - 0s - loss: 8.9975e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8001/10000\n",
"3/3 - 0s - loss: 6.0421e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8002/10000\n",
"3/3 - 0s - loss: 5.5985e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8003/10000\n",
"3/3 - 0s - loss: 6.5914e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8004/10000\n",
"3/3 - 0s - loss: 6.2097e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8005/10000\n",
"3/3 - 0s - loss: 7.5678e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8006/10000\n",
"3/3 - 0s - loss: 9.2414e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8007/10000\n",
"3/3 - 0s - loss: 1.9111e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8008/10000\n",
"3/3 - 0s - loss: 4.1956e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8009/10000\n",
"3/3 - 0s - loss: 5.6556e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8010/10000\n",
"3/3 - 0s - loss: 4.9021e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8011/10000\n",
"3/3 - 0s - loss: 4.4467e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8012/10000\n",
"3/3 - 0s - loss: 3.7373e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8013/10000\n",
"3/3 - 0s - loss: 5.2275e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8014/10000\n",
"3/3 - 0s - loss: 1.0747e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8015/10000\n",
"3/3 - 0s - loss: 1.0407e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8016/10000\n",
"3/3 - 0s - loss: 1.8723e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8017/10000\n",
"3/3 - 0s - loss: 1.1883e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8018/10000\n",
"3/3 - 0s - loss: 6.5618e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8019/10000\n",
"3/3 - 0s - loss: 5.5654e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8020/10000\n",
"3/3 - 0s - loss: 3.7299e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8021/10000\n",
"3/3 - 0s - loss: 4.2285e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8022/10000\n",
"3/3 - 0s - loss: 4.4526e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8023/10000\n",
"3/3 - 0s - loss: 1.3082e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8024/10000\n",
"3/3 - 0s - loss: 9.8077e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8025/10000\n",
"3/3 - 0s - loss: 1.4524e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8026/10000\n",
"3/3 - 0s - loss: 2.2368e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8027/10000\n",
"3/3 - 0s - loss: 2.4290e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8028/10000\n",
"3/3 - 0s - loss: 1.6381e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8029/10000\n",
"3/3 - 0s - loss: 1.9262e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8030/10000\n",
"3/3 - 0s - loss: 2.6113e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8031/10000\n",
"3/3 - 0s - loss: 9.1069e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8032/10000\n",
"3/3 - 0s - loss: 1.0562e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8033/10000\n",
"3/3 - 0s - loss: 1.6134e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8034/10000\n",
"3/3 - 0s - loss: 1.9841e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8035/10000\n",
"3/3 - 0s - loss: 2.0958e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8036/10000\n",
"3/3 - 0s - loss: 2.1163e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8037/10000\n",
"3/3 - 0s - loss: 1.4075e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8038/10000\n",
"3/3 - 0s - loss: 1.5599e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8039/10000\n",
"3/3 - 0s - loss: 2.7413e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8040/10000\n",
"3/3 - 0s - loss: 2.2636e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8041/10000\n",
"3/3 - 0s - loss: 1.6187e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8042/10000\n",
"3/3 - 0s - loss: 1.5725e-05 - 21ms/epoch - 7ms/step\n",
"Epoch 8043/10000\n",
"3/3 - 0s - loss: 2.4792e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8044/10000\n",
"3/3 - 0s - loss: 2.4081e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8045/10000\n",
"3/3 - 0s - loss: 1.7564e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8046/10000\n",
"3/3 - 0s - loss: 1.8653e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8047/10000\n",
"3/3 - 0s - loss: 1.7568e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8048/10000\n",
"3/3 - 0s - loss: 2.8542e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8049/10000\n",
"3/3 - 0s - loss: 1.8528e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8050/10000\n",
"3/3 - 0s - loss: 2.5797e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8051/10000\n",
"3/3 - 0s - loss: 1.7224e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8052/10000\n",
"3/3 - 0s - loss: 2.1064e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8053/10000\n",
"3/3 - 0s - loss: 2.0359e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8054/10000\n",
"3/3 - 0s - loss: 3.5978e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8055/10000\n",
"3/3 - 0s - loss: 3.0918e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8056/10000\n",
"3/3 - 0s - loss: 2.1416e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8057/10000\n",
"3/3 - 0s - loss: 3.2513e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8058/10000\n",
"3/3 - 0s - loss: 2.8820e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8059/10000\n",
"3/3 - 0s - loss: 3.6384e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8060/10000\n",
"3/3 - 0s - loss: 6.9638e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8061/10000\n",
"3/3 - 0s - loss: 8.0502e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8062/10000\n",
"3/3 - 0s - loss: 6.9412e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8063/10000\n",
"3/3 - 0s - loss: 5.8659e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8064/10000\n",
"3/3 - 0s - loss: 8.3608e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8065/10000\n",
"3/3 - 0s - loss: 4.7516e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8066/10000\n",
"3/3 - 0s - loss: 4.3309e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8067/10000\n",
"3/3 - 0s - loss: 3.9991e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8068/10000\n",
"3/3 - 0s - loss: 3.5225e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8069/10000\n",
"3/3 - 0s - loss: 2.1116e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8070/10000\n",
"3/3 - 0s - loss: 2.4870e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8071/10000\n",
"3/3 - 0s - loss: 2.1284e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8072/10000\n",
"3/3 - 0s - loss: 2.6970e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8073/10000\n",
"3/3 - 0s - loss: 2.5109e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8074/10000\n",
"3/3 - 0s - loss: 1.3994e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8075/10000\n",
"3/3 - 0s - loss: 1.6613e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8076/10000\n",
"3/3 - 0s - loss: 1.4365e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8077/10000\n",
"3/3 - 0s - loss: 1.1013e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8078/10000\n",
"3/3 - 0s - loss: 1.2371e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8079/10000\n",
"3/3 - 0s - loss: 7.7662e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8080/10000\n",
"3/3 - 0s - loss: 7.5506e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8081/10000\n",
"3/3 - 0s - loss: 1.3185e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8082/10000\n",
"3/3 - 0s - loss: 1.7862e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8083/10000\n",
"3/3 - 0s - loss: 2.9135e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8084/10000\n",
"3/3 - 0s - loss: 2.0918e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8085/10000\n",
"3/3 - 0s - loss: 1.8899e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8086/10000\n",
"3/3 - 0s - loss: 1.2193e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8087/10000\n",
"3/3 - 0s - loss: 1.4409e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8088/10000\n",
"3/3 - 0s - loss: 2.4246e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8089/10000\n",
"3/3 - 0s - loss: 1.8964e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8090/10000\n",
"3/3 - 0s - loss: 1.4896e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8091/10000\n",
"3/3 - 0s - loss: 1.6151e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8092/10000\n",
"3/3 - 0s - loss: 1.0801e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8093/10000\n",
"3/3 - 0s - loss: 5.8133e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8094/10000\n",
"3/3 - 0s - loss: 4.7229e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8095/10000\n",
"3/3 - 0s - loss: 4.3761e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8096/10000\n",
"3/3 - 0s - loss: 1.9663e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8097/10000\n",
"3/3 - 0s - loss: 1.9005e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8098/10000\n",
"3/3 - 0s - loss: 2.1468e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8099/10000\n",
"3/3 - 0s - loss: 2.4710e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8100/10000\n",
"3/3 - 0s - loss: 2.5334e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8101/10000\n",
"3/3 - 0s - loss: 3.5882e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8102/10000\n",
"3/3 - 0s - loss: 3.5568e-06 - 21ms/epoch - 7ms/step\n",
"Epoch 8103/10000\n",
"3/3 - 0s - loss: 3.6634e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8104/10000\n",
"3/3 - 0s - loss: 4.0778e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8105/10000\n",
"3/3 - 0s - loss: 1.2664e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8106/10000\n",
"3/3 - 0s - loss: 1.5904e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 8107/10000\n",
"3/3 - 0s - loss: 1.6896e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8108/10000\n",
"3/3 - 0s - loss: 1.2065e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8109/10000\n",
"3/3 - 0s - loss: 1.1945e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8110/10000\n",
"3/3 - 0s - loss: 1.5831e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8111/10000\n",
"3/3 - 0s - loss: 1.3079e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8112/10000\n",
"3/3 - 0s - loss: 1.1609e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8113/10000\n",
"3/3 - 0s - loss: 2.6694e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8114/10000\n",
"3/3 - 0s - loss: 2.7972e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8115/10000\n",
"3/3 - 0s - loss: 2.5332e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8116/10000\n",
"3/3 - 0s - loss: 2.1418e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8117/10000\n",
"3/3 - 0s - loss: 5.0969e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8118/10000\n",
"3/3 - 0s - loss: 8.4970e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8119/10000\n",
"3/3 - 0s - loss: 7.0100e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8120/10000\n",
"3/3 - 0s - loss: 5.0710e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8121/10000\n",
"3/3 - 0s - loss: 5.5404e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8122/10000\n",
"3/3 - 0s - loss: 6.9086e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8123/10000\n",
"3/3 - 0s - loss: 9.9830e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8124/10000\n",
"3/3 - 0s - loss: 1.2208e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8125/10000\n",
"3/3 - 0s - loss: 1.0266e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 8126/10000\n",
"3/3 - 0s - loss: 6.8739e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8127/10000\n",
"3/3 - 0s - loss: 7.4679e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8128/10000\n",
"3/3 - 0s - loss: 9.0163e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8129/10000\n",
"3/3 - 0s - loss: 7.7472e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8130/10000\n",
"3/3 - 0s - loss: 5.8403e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8131/10000\n",
"3/3 - 0s - loss: 4.9363e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8132/10000\n",
"3/3 - 0s - loss: 5.1169e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8133/10000\n",
"3/3 - 0s - loss: 4.5258e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8134/10000\n",
"3/3 - 0s - loss: 4.7461e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8135/10000\n",
"3/3 - 0s - loss: 3.8544e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8136/10000\n",
"3/3 - 0s - loss: 1.3899e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8137/10000\n",
"3/3 - 0s - loss: 1.8638e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8138/10000\n",
"3/3 - 0s - loss: 3.5851e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8139/10000\n",
"3/3 - 0s - loss: 1.1274e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8140/10000\n",
"3/3 - 0s - loss: 1.1121e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 8141/10000\n",
"3/3 - 0s - loss: 8.7795e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8142/10000\n",
"3/3 - 0s - loss: 9.0263e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8143/10000\n",
"3/3 - 0s - loss: 1.1006e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8144/10000\n",
"3/3 - 0s - loss: 1.5694e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8145/10000\n",
"3/3 - 0s - loss: 2.0084e-04 - 22ms/epoch - 7ms/step\n",
"Epoch 8146/10000\n",
"3/3 - 0s - loss: 2.1338e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8147/10000\n",
"3/3 - 0s - loss: 1.2276e-04 - 22ms/epoch - 7ms/step\n",
"Epoch 8148/10000\n",
"3/3 - 0s - loss: 3.2265e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8149/10000\n",
"3/3 - 0s - loss: 1.9609e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8150/10000\n",
"3/3 - 0s - loss: 2.1627e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8151/10000\n",
"3/3 - 0s - loss: 1.7411e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 8152/10000\n",
"3/3 - 0s - loss: 1.1425e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 8153/10000\n",
"3/3 - 0s - loss: 1.0539e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8154/10000\n",
"3/3 - 0s - loss: 2.3277e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8155/10000\n",
"3/3 - 0s - loss: 2.1254e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8156/10000\n",
"3/3 - 0s - loss: 1.6212e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8157/10000\n",
"3/3 - 0s - loss: 9.2745e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8158/10000\n",
"3/3 - 0s - loss: 1.2970e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8159/10000\n",
"3/3 - 0s - loss: 1.0383e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8160/10000\n",
"3/3 - 0s - loss: 1.4029e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8161/10000\n",
"3/3 - 0s - loss: 1.9542e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8162/10000\n",
"3/3 - 0s - loss: 1.4065e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 8163/10000\n",
"3/3 - 0s - loss: 9.4949e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8164/10000\n",
"3/3 - 0s - loss: 8.5510e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8165/10000\n",
"3/3 - 0s - loss: 4.7683e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8166/10000\n",
"3/3 - 0s - loss: 2.8450e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8167/10000\n",
"3/3 - 0s - loss: 2.2426e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8168/10000\n",
"3/3 - 0s - loss: 2.5261e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8169/10000\n",
"3/3 - 0s - loss: 2.8119e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8170/10000\n",
"3/3 - 0s - loss: 2.5184e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 8171/10000\n",
"3/3 - 0s - loss: 2.8859e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8172/10000\n",
"3/3 - 0s - loss: 2.4106e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8173/10000\n",
"3/3 - 0s - loss: 2.5430e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8174/10000\n",
"3/3 - 0s - loss: 2.4567e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8175/10000\n",
"3/3 - 0s - loss: 3.7716e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8176/10000\n",
"3/3 - 0s - loss: 4.1144e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8177/10000\n",
"3/3 - 0s - loss: 2.6882e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8178/10000\n",
"3/3 - 0s - loss: 4.3762e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8179/10000\n",
"3/3 - 0s - loss: 3.1136e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8180/10000\n",
"3/3 - 0s - loss: 2.6968e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8181/10000\n",
"3/3 - 0s - loss: 1.3793e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8182/10000\n",
"3/3 - 0s - loss: 8.6155e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8183/10000\n",
"3/3 - 0s - loss: 8.0819e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8184/10000\n",
"3/3 - 0s - loss: 1.1418e-05 - 29ms/epoch - 10ms/step\n",
"Epoch 8185/10000\n",
"3/3 - 0s - loss: 1.3995e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8186/10000\n",
"3/3 - 0s - loss: 1.1758e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8187/10000\n",
"3/3 - 0s - loss: 1.3255e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8188/10000\n",
"3/3 - 0s - loss: 1.2163e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8189/10000\n",
"3/3 - 0s - loss: 1.5641e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8190/10000\n",
"3/3 - 0s - loss: 2.4461e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8191/10000\n",
"3/3 - 0s - loss: 2.9838e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8192/10000\n",
"3/3 - 0s - loss: 1.8617e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8193/10000\n",
"3/3 - 0s - loss: 1.0041e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8194/10000\n",
"3/3 - 0s - loss: 1.9624e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8195/10000\n",
"3/3 - 0s - loss: 2.0434e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8196/10000\n",
"3/3 - 0s - loss: 3.0917e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 8197/10000\n",
"3/3 - 0s - loss: 2.9356e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8198/10000\n",
"3/3 - 0s - loss: 2.4865e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8199/10000\n",
"3/3 - 0s - loss: 3.6944e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8200/10000\n",
"3/3 - 0s - loss: 4.3539e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8201/10000\n",
"3/3 - 0s - loss: 3.4945e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8202/10000\n",
"3/3 - 0s - loss: 2.3616e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8203/10000\n",
"3/3 - 0s - loss: 2.1972e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8204/10000\n",
"3/3 - 0s - loss: 1.7284e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8205/10000\n",
"3/3 - 0s - loss: 1.3354e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8206/10000\n",
"3/3 - 0s - loss: 9.5426e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8207/10000\n",
"3/3 - 0s - loss: 6.9728e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8208/10000\n",
"3/3 - 0s - loss: 4.3392e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8209/10000\n",
"3/3 - 0s - loss: 2.8323e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8210/10000\n",
"3/3 - 0s - loss: 2.6822e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8211/10000\n",
"3/3 - 0s - loss: 3.1094e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8212/10000\n",
"3/3 - 0s - loss: 2.5583e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8213/10000\n",
"3/3 - 0s - loss: 2.1001e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8214/10000\n",
"3/3 - 0s - loss: 1.4545e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8215/10000\n",
"3/3 - 0s - loss: 1.8584e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8216/10000\n",
"3/3 - 0s - loss: 3.1597e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8217/10000\n",
"3/3 - 0s - loss: 4.5195e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8218/10000\n",
"3/3 - 0s - loss: 1.8309e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8219/10000\n",
"3/3 - 0s - loss: 6.2287e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8220/10000\n",
"3/3 - 0s - loss: 1.0659e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8221/10000\n",
"3/3 - 0s - loss: 7.0739e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8222/10000\n",
"3/3 - 0s - loss: 3.9768e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8223/10000\n",
"3/3 - 0s - loss: 8.5286e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8224/10000\n",
"3/3 - 0s - loss: 5.5654e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8225/10000\n",
"3/3 - 0s - loss: 3.1808e-06 - 29ms/epoch - 10ms/step\n",
"Epoch 8226/10000\n",
"3/3 - 0s - loss: 2.5729e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8227/10000\n",
"3/3 - 0s - loss: 2.3070e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8228/10000\n",
"3/3 - 0s - loss: 1.9760e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8229/10000\n",
"3/3 - 0s - loss: 1.1348e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8230/10000\n",
"3/3 - 0s - loss: 1.2621e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8231/10000\n",
"3/3 - 0s - loss: 9.8556e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8232/10000\n",
"3/3 - 0s - loss: 8.9239e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8233/10000\n",
"3/3 - 0s - loss: 9.4446e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8234/10000\n",
"3/3 - 0s - loss: 1.4191e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8235/10000\n",
"3/3 - 0s - loss: 1.3250e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8236/10000\n",
"3/3 - 0s - loss: 1.2142e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8237/10000\n",
"3/3 - 0s - loss: 1.0699e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8238/10000\n",
"3/3 - 0s - loss: 9.8591e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8239/10000\n",
"3/3 - 0s - loss: 9.4241e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8240/10000\n",
"3/3 - 0s - loss: 1.2190e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8241/10000\n",
"3/3 - 0s - loss: 9.1673e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8242/10000\n",
"3/3 - 0s - loss: 8.1649e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8243/10000\n",
"3/3 - 0s - loss: 6.1591e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8244/10000\n",
"3/3 - 0s - loss: 6.3722e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8245/10000\n",
"3/3 - 0s - loss: 5.5723e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8246/10000\n",
"3/3 - 0s - loss: 5.2208e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8247/10000\n",
"3/3 - 0s - loss: 1.1224e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8248/10000\n",
"3/3 - 0s - loss: 1.2497e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8249/10000\n",
"3/3 - 0s - loss: 8.4711e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8250/10000\n",
"3/3 - 0s - loss: 1.0257e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8251/10000\n",
"3/3 - 0s - loss: 6.1211e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8252/10000\n",
"3/3 - 0s - loss: 4.8866e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8253/10000\n",
"3/3 - 0s - loss: 8.0270e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8254/10000\n",
"3/3 - 0s - loss: 7.9394e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8255/10000\n",
"3/3 - 0s - loss: 1.2284e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8256/10000\n",
"3/3 - 0s - loss: 2.1848e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8257/10000\n",
"3/3 - 0s - loss: 1.3818e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8258/10000\n",
"3/3 - 0s - loss: 1.1301e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8259/10000\n",
"3/3 - 0s - loss: 5.2707e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8260/10000\n",
"3/3 - 0s - loss: 5.8450e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8261/10000\n",
"3/3 - 0s - loss: 4.3751e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8262/10000\n",
"3/3 - 0s - loss: 5.2562e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8263/10000\n",
"3/3 - 0s - loss: 3.6715e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8264/10000\n",
"3/3 - 0s - loss: 3.6305e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8265/10000\n",
"3/3 - 0s - loss: 4.7478e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8266/10000\n",
"3/3 - 0s - loss: 3.4065e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8267/10000\n",
"3/3 - 0s - loss: 1.7628e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8268/10000\n",
"3/3 - 0s - loss: 1.5114e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8269/10000\n",
"3/3 - 0s - loss: 1.8226e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8270/10000\n",
"3/3 - 0s - loss: 1.7454e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8271/10000\n",
"3/3 - 0s - loss: 1.6783e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8272/10000\n",
"3/3 - 0s - loss: 1.0860e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8273/10000\n",
"3/3 - 0s - loss: 1.0215e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8274/10000\n",
"3/3 - 0s - loss: 1.1805e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8275/10000\n",
"3/3 - 0s - loss: 1.3385e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8276/10000\n",
"3/3 - 0s - loss: 1.5993e-07 - 32ms/epoch - 11ms/step\n",
"Epoch 8277/10000\n",
"3/3 - 0s - loss: 1.6804e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8278/10000\n",
"3/3 - 0s - loss: 2.2284e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8279/10000\n",
"3/3 - 0s - loss: 2.2681e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8280/10000\n",
"3/3 - 0s - loss: 2.9070e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8281/10000\n",
"3/3 - 0s - loss: 3.2503e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8282/10000\n",
"3/3 - 0s - loss: 3.9519e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8283/10000\n",
"3/3 - 0s - loss: 3.0403e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8284/10000\n",
"3/3 - 0s - loss: 2.4868e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8285/10000\n",
"3/3 - 0s - loss: 1.9963e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8286/10000\n",
"3/3 - 0s - loss: 1.7165e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8287/10000\n",
"3/3 - 0s - loss: 1.5928e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8288/10000\n",
"3/3 - 0s - loss: 1.1089e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8289/10000\n",
"3/3 - 0s - loss: 1.0720e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8290/10000\n",
"3/3 - 0s - loss: 1.0846e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8291/10000\n",
"3/3 - 0s - loss: 9.5121e-08 - 29ms/epoch - 10ms/step\n",
"Epoch 8292/10000\n",
"3/3 - 0s - loss: 1.1441e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8293/10000\n",
"3/3 - 0s - loss: 1.0430e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8294/10000\n",
"3/3 - 0s - loss: 1.1047e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8295/10000\n",
"3/3 - 0s - loss: 7.5848e-08 - 28ms/epoch - 9ms/step\n",
"Epoch 8296/10000\n",
"3/3 - 0s - loss: 8.4397e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 8297/10000\n",
"3/3 - 0s - loss: 9.0260e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8298/10000\n",
"3/3 - 0s - loss: 6.2168e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8299/10000\n",
"3/3 - 0s - loss: 4.0714e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8300/10000\n",
"3/3 - 0s - loss: 5.2370e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 8301/10000\n",
"3/3 - 0s - loss: 5.4221e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 8302/10000\n",
"3/3 - 0s - loss: 5.8301e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8303/10000\n",
"3/3 - 0s - loss: 4.9015e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8304/10000\n",
"3/3 - 0s - loss: 5.9021e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8305/10000\n",
"3/3 - 0s - loss: 5.5274e-08 - 29ms/epoch - 10ms/step\n",
"Epoch 8306/10000\n",
"3/3 - 0s - loss: 7.6947e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8307/10000\n",
"3/3 - 0s - loss: 7.7969e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 8308/10000\n",
"3/3 - 0s - loss: 7.5114e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8309/10000\n",
"3/3 - 0s - loss: 9.2329e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8310/10000\n",
"3/3 - 0s - loss: 1.1017e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8311/10000\n",
"3/3 - 0s - loss: 1.2832e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8312/10000\n",
"3/3 - 0s - loss: 1.0812e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8313/10000\n",
"3/3 - 0s - loss: 1.4053e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8314/10000\n",
"3/3 - 0s - loss: 1.7762e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8315/10000\n",
"3/3 - 0s - loss: 1.7458e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8316/10000\n",
"3/3 - 0s - loss: 1.4475e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8317/10000\n",
"3/3 - 0s - loss: 1.7120e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8318/10000\n",
"3/3 - 0s - loss: 1.0241e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8319/10000\n",
"3/3 - 0s - loss: 8.8002e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8320/10000\n",
"3/3 - 0s - loss: 8.6849e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 8321/10000\n",
"3/3 - 0s - loss: 1.1644e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8322/10000\n",
"3/3 - 0s - loss: 1.3554e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8323/10000\n",
"3/3 - 0s - loss: 2.1094e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8324/10000\n",
"3/3 - 0s - loss: 2.3661e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8325/10000\n",
"3/3 - 0s - loss: 1.5437e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8326/10000\n",
"3/3 - 0s - loss: 1.8736e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8327/10000\n",
"3/3 - 0s - loss: 1.6431e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8328/10000\n",
"3/3 - 0s - loss: 2.3503e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8329/10000\n",
"3/3 - 0s - loss: 2.9863e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8330/10000\n",
"3/3 - 0s - loss: 3.4178e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8331/10000\n",
"3/3 - 0s - loss: 3.0215e-07 - 30ms/epoch - 10ms/step\n",
"Epoch 8332/10000\n",
"3/3 - 0s - loss: 5.1677e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8333/10000\n",
"3/3 - 0s - loss: 4.3012e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8334/10000\n",
"3/3 - 0s - loss: 3.0358e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8335/10000\n",
"3/3 - 0s - loss: 3.6854e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8336/10000\n",
"3/3 - 0s - loss: 9.0269e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8337/10000\n",
"3/3 - 0s - loss: 8.9377e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8338/10000\n",
"3/3 - 0s - loss: 4.3975e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8339/10000\n",
"3/3 - 0s - loss: 2.0827e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8340/10000\n",
"3/3 - 0s - loss: 2.3145e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8341/10000\n",
"3/3 - 0s - loss: 2.0041e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8342/10000\n",
"3/3 - 0s - loss: 2.8456e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8343/10000\n",
"3/3 - 0s - loss: 4.5166e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8344/10000\n",
"3/3 - 0s - loss: 5.2277e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8345/10000\n",
"3/3 - 0s - loss: 5.4757e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8346/10000\n",
"3/3 - 0s - loss: 5.0620e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8347/10000\n",
"3/3 - 0s - loss: 4.8500e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8348/10000\n",
"3/3 - 0s - loss: 9.5104e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8349/10000\n",
"3/3 - 0s - loss: 6.0719e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8350/10000\n",
"3/3 - 0s - loss: 1.8670e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8351/10000\n",
"3/3 - 0s - loss: 1.7197e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8352/10000\n",
"3/3 - 0s - loss: 1.3787e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8353/10000\n",
"3/3 - 0s - loss: 1.5676e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8354/10000\n",
"3/3 - 0s - loss: 9.2895e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8355/10000\n",
"3/3 - 0s - loss: 1.2403e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8356/10000\n",
"3/3 - 0s - loss: 1.0110e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8357/10000\n",
"3/3 - 0s - loss: 1.3423e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8358/10000\n",
"3/3 - 0s - loss: 1.2208e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8359/10000\n",
"3/3 - 0s - loss: 2.0331e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8360/10000\n",
"3/3 - 0s - loss: 3.0212e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8361/10000\n",
"3/3 - 0s - loss: 3.1100e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8362/10000\n",
"3/3 - 0s - loss: 7.1080e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8363/10000\n",
"3/3 - 0s - loss: 4.8567e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8364/10000\n",
"3/3 - 0s - loss: 5.4445e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8365/10000\n",
"3/3 - 0s - loss: 5.9286e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8366/10000\n",
"3/3 - 0s - loss: 4.1254e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8367/10000\n",
"3/3 - 0s - loss: 4.2457e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8368/10000\n",
"3/3 - 0s - loss: 7.2957e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8369/10000\n",
"3/3 - 0s - loss: 3.6413e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8370/10000\n",
"3/3 - 0s - loss: 5.3500e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8371/10000\n",
"3/3 - 0s - loss: 9.1311e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8372/10000\n",
"3/3 - 0s - loss: 1.0980e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8373/10000\n",
"3/3 - 0s - loss: 9.6817e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8374/10000\n",
"3/3 - 0s - loss: 6.6984e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8375/10000\n",
"3/3 - 0s - loss: 8.8002e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8376/10000\n",
"3/3 - 0s - loss: 9.6298e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8377/10000\n",
"3/3 - 0s - loss: 7.4954e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8378/10000\n",
"3/3 - 0s - loss: 4.9364e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8379/10000\n",
"3/3 - 0s - loss: 3.7448e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8380/10000\n",
"3/3 - 0s - loss: 3.1948e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8381/10000\n",
"3/3 - 0s - loss: 2.6583e-06 - 30ms/epoch - 10ms/step\n",
"Epoch 8382/10000\n",
"3/3 - 0s - loss: 3.8689e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8383/10000\n",
"3/3 - 0s - loss: 2.4121e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8384/10000\n",
"3/3 - 0s - loss: 3.0770e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8385/10000\n",
"3/3 - 0s - loss: 3.2799e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8386/10000\n",
"3/3 - 0s - loss: 1.7863e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8387/10000\n",
"3/3 - 0s - loss: 2.2166e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8388/10000\n",
"3/3 - 0s - loss: 2.2587e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8389/10000\n",
"3/3 - 0s - loss: 4.2155e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8390/10000\n",
"3/3 - 0s - loss: 7.9130e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8391/10000\n",
"3/3 - 0s - loss: 7.7931e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8392/10000\n",
"3/3 - 0s - loss: 1.0369e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8393/10000\n",
"3/3 - 0s - loss: 1.2364e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8394/10000\n",
"3/3 - 0s - loss: 2.0354e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8395/10000\n",
"3/3 - 0s - loss: 6.7106e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8396/10000\n",
"3/3 - 0s - loss: 6.9833e-06 - 29ms/epoch - 10ms/step\n",
"Epoch 8397/10000\n",
"3/3 - 0s - loss: 8.9112e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8398/10000\n",
"3/3 - 0s - loss: 1.0250e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8399/10000\n",
"3/3 - 0s - loss: 2.0802e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8400/10000\n",
"3/3 - 0s - loss: 2.4041e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8401/10000\n",
"3/3 - 0s - loss: 2.6547e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8402/10000\n",
"3/3 - 0s - loss: 4.5701e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8403/10000\n",
"3/3 - 0s - loss: 5.4340e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8404/10000\n",
"3/3 - 0s - loss: 5.9280e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8405/10000\n",
"3/3 - 0s - loss: 3.4384e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8406/10000\n",
"3/3 - 0s - loss: 3.5657e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 8407/10000\n",
"3/3 - 0s - loss: 3.5545e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8408/10000\n",
"3/3 - 0s - loss: 2.7621e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8409/10000\n",
"3/3 - 0s - loss: 4.1644e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8410/10000\n",
"3/3 - 0s - loss: 2.9203e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8411/10000\n",
"3/3 - 0s - loss: 4.0439e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8412/10000\n",
"3/3 - 0s - loss: 4.0448e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8413/10000\n",
"3/3 - 0s - loss: 7.1068e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8414/10000\n",
"3/3 - 0s - loss: 6.6847e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8415/10000\n",
"3/3 - 0s - loss: 1.3072e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8416/10000\n",
"3/3 - 0s - loss: 6.5909e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8417/10000\n",
"3/3 - 0s - loss: 8.0026e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8418/10000\n",
"3/3 - 0s - loss: 9.6979e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8419/10000\n",
"3/3 - 0s - loss: 1.3393e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8420/10000\n",
"3/3 - 0s - loss: 1.8082e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8421/10000\n",
"3/3 - 0s - loss: 2.9938e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8422/10000\n",
"3/3 - 0s - loss: 4.8377e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8423/10000\n",
"3/3 - 0s - loss: 4.3337e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8424/10000\n",
"3/3 - 0s - loss: 2.3218e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8425/10000\n",
"3/3 - 0s - loss: 1.7699e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8426/10000\n",
"3/3 - 0s - loss: 2.3000e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8427/10000\n",
"3/3 - 0s - loss: 2.5266e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8428/10000\n",
"3/3 - 0s - loss: 3.2382e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8429/10000\n",
"3/3 - 0s - loss: 4.0697e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8430/10000\n",
"3/3 - 0s - loss: 2.7406e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8431/10000\n",
"3/3 - 0s - loss: 2.3862e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8432/10000\n",
"3/3 - 0s - loss: 2.1063e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8433/10000\n",
"3/3 - 0s - loss: 2.1079e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8434/10000\n",
"3/3 - 0s - loss: 3.7166e-04 - 22ms/epoch - 7ms/step\n",
"Epoch 8435/10000\n",
"3/3 - 0s - loss: 4.3762e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8436/10000\n",
"3/3 - 0s - loss: 6.9767e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8437/10000\n",
"3/3 - 0s - loss: 0.0013 - 23ms/epoch - 8ms/step\n",
"Epoch 8438/10000\n",
"3/3 - 0s - loss: 0.0018 - 26ms/epoch - 9ms/step\n",
"Epoch 8439/10000\n",
"3/3 - 0s - loss: 0.0012 - 25ms/epoch - 8ms/step\n",
"Epoch 8440/10000\n",
"3/3 - 0s - loss: 8.3724e-04 - 22ms/epoch - 7ms/step\n",
"Epoch 8441/10000\n",
"3/3 - 0s - loss: 0.0013 - 23ms/epoch - 8ms/step\n",
"Epoch 8442/10000\n",
"3/3 - 0s - loss: 0.0017 - 27ms/epoch - 9ms/step\n",
"Epoch 8443/10000\n",
"3/3 - 0s - loss: 6.5936e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8444/10000\n",
"3/3 - 0s - loss: 3.8021e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8445/10000\n",
"3/3 - 0s - loss: 9.5374e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8446/10000\n",
"3/3 - 0s - loss: 8.5357e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8447/10000\n",
"3/3 - 0s - loss: 2.6439e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8448/10000\n",
"3/3 - 0s - loss: 5.9243e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8449/10000\n",
"3/3 - 0s - loss: 6.4243e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8450/10000\n",
"3/3 - 0s - loss: 5.4378e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8451/10000\n",
"3/3 - 0s - loss: 3.7939e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8452/10000\n",
"3/3 - 0s - loss: 2.3383e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8453/10000\n",
"3/3 - 0s - loss: 1.7491e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 8454/10000\n",
"3/3 - 0s - loss: 2.0729e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8455/10000\n",
"3/3 - 0s - loss: 2.0290e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8456/10000\n",
"3/3 - 0s - loss: 1.7316e-04 - 22ms/epoch - 7ms/step\n",
"Epoch 8457/10000\n",
"3/3 - 0s - loss: 1.1299e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8458/10000\n",
"3/3 - 0s - loss: 1.2914e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8459/10000\n",
"3/3 - 0s - loss: 1.8100e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8460/10000\n",
"3/3 - 0s - loss: 1.1586e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8461/10000\n",
"3/3 - 0s - loss: 7.9448e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8462/10000\n",
"3/3 - 0s - loss: 6.3299e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8463/10000\n",
"3/3 - 0s - loss: 3.6149e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8464/10000\n",
"3/3 - 0s - loss: 3.6437e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8465/10000\n",
"3/3 - 0s - loss: 3.1673e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8466/10000\n",
"3/3 - 0s - loss: 2.8064e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8467/10000\n",
"3/3 - 0s - loss: 2.1373e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8468/10000\n",
"3/3 - 0s - loss: 1.1678e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8469/10000\n",
"3/3 - 0s - loss: 1.1762e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8470/10000\n",
"3/3 - 0s - loss: 1.1377e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8471/10000\n",
"3/3 - 0s - loss: 1.0116e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8472/10000\n",
"3/3 - 0s - loss: 1.1861e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8473/10000\n",
"3/3 - 0s - loss: 1.3746e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8474/10000\n",
"3/3 - 0s - loss: 1.2880e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8475/10000\n",
"3/3 - 0s - loss: 6.4113e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8476/10000\n",
"3/3 - 0s - loss: 5.8579e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8477/10000\n",
"3/3 - 0s - loss: 5.8357e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8478/10000\n",
"3/3 - 0s - loss: 5.8547e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8479/10000\n",
"3/3 - 0s - loss: 9.5531e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8480/10000\n",
"3/3 - 0s - loss: 4.7664e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8481/10000\n",
"3/3 - 0s - loss: 9.8892e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8482/10000\n",
"3/3 - 0s - loss: 6.1428e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8483/10000\n",
"3/3 - 0s - loss: 3.1463e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8484/10000\n",
"3/3 - 0s - loss: 2.6874e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8485/10000\n",
"3/3 - 0s - loss: 2.6388e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8486/10000\n",
"3/3 - 0s - loss: 1.9101e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8487/10000\n",
"3/3 - 0s - loss: 1.8203e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8488/10000\n",
"3/3 - 0s - loss: 1.2684e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8489/10000\n",
"3/3 - 0s - loss: 1.5320e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8490/10000\n",
"3/3 - 0s - loss: 2.5897e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8491/10000\n",
"3/3 - 0s - loss: 2.0183e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8492/10000\n",
"3/3 - 0s - loss: 2.0459e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8493/10000\n",
"3/3 - 0s - loss: 1.6743e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8494/10000\n",
"3/3 - 0s - loss: 1.9731e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8495/10000\n",
"3/3 - 0s - loss: 2.7445e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8496/10000\n",
"3/3 - 0s - loss: 3.0067e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8497/10000\n",
"3/3 - 0s - loss: 2.3800e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8498/10000\n",
"3/3 - 0s - loss: 2.0127e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8499/10000\n",
"3/3 - 0s - loss: 3.2090e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8500/10000\n",
"3/3 - 0s - loss: 3.1055e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8501/10000\n",
"3/3 - 0s - loss: 3.9675e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8502/10000\n",
"3/3 - 0s - loss: 3.4078e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8503/10000\n",
"3/3 - 0s - loss: 2.3208e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8504/10000\n",
"3/3 - 0s - loss: 2.1742e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8505/10000\n",
"3/3 - 0s - loss: 3.7641e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8506/10000\n",
"3/3 - 0s - loss: 3.6437e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8507/10000\n",
"3/3 - 0s - loss: 3.4302e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8508/10000\n",
"3/3 - 0s - loss: 2.3888e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8509/10000\n",
"3/3 - 0s - loss: 1.6316e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8510/10000\n",
"3/3 - 0s - loss: 1.2089e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8511/10000\n",
"3/3 - 0s - loss: 6.6953e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8512/10000\n",
"3/3 - 0s - loss: 5.5404e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8513/10000\n",
"3/3 - 0s - loss: 5.0428e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8514/10000\n",
"3/3 - 0s - loss: 4.1047e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8515/10000\n",
"3/3 - 0s - loss: 3.5366e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8516/10000\n",
"3/3 - 0s - loss: 3.7338e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8517/10000\n",
"3/3 - 0s - loss: 4.2396e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8518/10000\n",
"3/3 - 0s - loss: 3.9178e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8519/10000\n",
"3/3 - 0s - loss: 4.1618e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8520/10000\n",
"3/3 - 0s - loss: 4.0433e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8521/10000\n",
"3/3 - 0s - loss: 3.1585e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8522/10000\n",
"3/3 - 0s - loss: 4.5655e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8523/10000\n",
"3/3 - 0s - loss: 6.3404e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8524/10000\n",
"3/3 - 0s - loss: 7.5613e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8525/10000\n",
"3/3 - 0s - loss: 9.8718e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8526/10000\n",
"3/3 - 0s - loss: 6.0606e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8527/10000\n",
"3/3 - 0s - loss: 3.8706e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8528/10000\n",
"3/3 - 0s - loss: 4.2058e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8529/10000\n",
"3/3 - 0s - loss: 3.5526e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8530/10000\n",
"3/3 - 0s - loss: 3.9759e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8531/10000\n",
"3/3 - 0s - loss: 3.0990e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8532/10000\n",
"3/3 - 0s - loss: 2.6357e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8533/10000\n",
"3/3 - 0s - loss: 2.6951e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8534/10000\n",
"3/3 - 0s - loss: 2.1251e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8535/10000\n",
"3/3 - 0s - loss: 3.3745e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8536/10000\n",
"3/3 - 0s - loss: 3.7077e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8537/10000\n",
"3/3 - 0s - loss: 3.7323e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8538/10000\n",
"3/3 - 0s - loss: 4.7210e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8539/10000\n",
"3/3 - 0s - loss: 5.7658e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8540/10000\n",
"3/3 - 0s - loss: 3.8648e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8541/10000\n",
"3/3 - 0s - loss: 4.1886e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8542/10000\n",
"3/3 - 0s - loss: 3.4320e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8543/10000\n",
"3/3 - 0s - loss: 3.6769e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8544/10000\n",
"3/3 - 0s - loss: 4.6231e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8545/10000\n",
"3/3 - 0s - loss: 3.6879e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8546/10000\n",
"3/3 - 0s - loss: 2.8548e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8547/10000\n",
"3/3 - 0s - loss: 3.7826e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8548/10000\n",
"3/3 - 0s - loss: 3.9466e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8549/10000\n",
"3/3 - 0s - loss: 2.9967e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8550/10000\n",
"3/3 - 0s - loss: 5.4437e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8551/10000\n",
"3/3 - 0s - loss: 3.7395e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8552/10000\n",
"3/3 - 0s - loss: 2.3184e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8553/10000\n",
"3/3 - 0s - loss: 2.1796e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8554/10000\n",
"3/3 - 0s - loss: 2.7478e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8555/10000\n",
"3/3 - 0s - loss: 3.2990e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8556/10000\n",
"3/3 - 0s - loss: 2.5242e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8557/10000\n",
"3/3 - 0s - loss: 2.2805e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8558/10000\n",
"3/3 - 0s - loss: 2.8910e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8559/10000\n",
"3/3 - 0s - loss: 3.2751e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8560/10000\n",
"3/3 - 0s - loss: 3.3284e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8561/10000\n",
"3/3 - 0s - loss: 2.9450e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8562/10000\n",
"3/3 - 0s - loss: 1.9699e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8563/10000\n",
"3/3 - 0s - loss: 1.9872e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8564/10000\n",
"3/3 - 0s - loss: 2.9591e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8565/10000\n",
"3/3 - 0s - loss: 2.4394e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8566/10000\n",
"3/3 - 0s - loss: 2.1535e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8567/10000\n",
"3/3 - 0s - loss: 2.7325e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8568/10000\n",
"3/3 - 0s - loss: 3.0873e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8569/10000\n",
"3/3 - 0s - loss: 3.0925e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8570/10000\n",
"3/3 - 0s - loss: 4.5813e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8571/10000\n",
"3/3 - 0s - loss: 2.4474e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8572/10000\n",
"3/3 - 0s - loss: 2.2910e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8573/10000\n",
"3/3 - 0s - loss: 2.0965e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8574/10000\n",
"3/3 - 0s - loss: 2.6727e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8575/10000\n",
"3/3 - 0s - loss: 3.2486e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8576/10000\n",
"3/3 - 0s - loss: 2.6345e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8577/10000\n",
"3/3 - 0s - loss: 3.4174e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8578/10000\n",
"3/3 - 0s - loss: 2.5828e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8579/10000\n",
"3/3 - 0s - loss: 3.3088e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8580/10000\n",
"3/3 - 0s - loss: 3.8216e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8581/10000\n",
"3/3 - 0s - loss: 2.9750e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8582/10000\n",
"3/3 - 0s - loss: 4.6504e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8583/10000\n",
"3/3 - 0s - loss: 5.9744e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8584/10000\n",
"3/3 - 0s - loss: 5.8611e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8585/10000\n",
"3/3 - 0s - loss: 3.0259e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8586/10000\n",
"3/3 - 0s - loss: 3.2887e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8587/10000\n",
"3/3 - 0s - loss: 2.9412e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8588/10000\n",
"3/3 - 0s - loss: 4.1380e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8589/10000\n",
"3/3 - 0s - loss: 6.2292e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8590/10000\n",
"3/3 - 0s - loss: 1.0217e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8591/10000\n",
"3/3 - 0s - loss: 1.1652e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8592/10000\n",
"3/3 - 0s - loss: 1.0271e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8593/10000\n",
"3/3 - 0s - loss: 5.1592e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8594/10000\n",
"3/3 - 0s - loss: 4.1710e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8595/10000\n",
"3/3 - 0s - loss: 5.8002e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8596/10000\n",
"3/3 - 0s - loss: 5.2415e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8597/10000\n",
"3/3 - 0s - loss: 2.4032e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8598/10000\n",
"3/3 - 0s - loss: 2.3954e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8599/10000\n",
"3/3 - 0s - loss: 1.9260e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8600/10000\n",
"3/3 - 0s - loss: 2.2404e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8601/10000\n",
"3/3 - 0s - loss: 3.4186e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8602/10000\n",
"3/3 - 0s - loss: 1.9493e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8603/10000\n",
"3/3 - 0s - loss: 1.2962e-07 - 30ms/epoch - 10ms/step\n",
"Epoch 8604/10000\n",
"3/3 - 0s - loss: 2.0005e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8605/10000\n",
"3/3 - 0s - loss: 1.8643e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8606/10000\n",
"3/3 - 0s - loss: 1.7140e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8607/10000\n",
"3/3 - 0s - loss: 1.2513e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8608/10000\n",
"3/3 - 0s - loss: 1.3701e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8609/10000\n",
"3/3 - 0s - loss: 1.1500e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8610/10000\n",
"3/3 - 0s - loss: 1.0779e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8611/10000\n",
"3/3 - 0s - loss: 1.1315e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8612/10000\n",
"3/3 - 0s - loss: 1.1573e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8613/10000\n",
"3/3 - 0s - loss: 1.0722e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8614/10000\n",
"3/3 - 0s - loss: 1.0372e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8615/10000\n",
"3/3 - 0s - loss: 7.4768e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 8616/10000\n",
"3/3 - 0s - loss: 1.8775e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8617/10000\n",
"3/3 - 0s - loss: 1.9158e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8618/10000\n",
"3/3 - 0s - loss: 2.1422e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8619/10000\n",
"3/3 - 0s - loss: 2.2478e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8620/10000\n",
"3/3 - 0s - loss: 2.1894e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8621/10000\n",
"3/3 - 0s - loss: 1.3208e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8622/10000\n",
"3/3 - 0s - loss: 1.5593e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8623/10000\n",
"3/3 - 0s - loss: 1.9688e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8624/10000\n",
"3/3 - 0s - loss: 2.0982e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8625/10000\n",
"3/3 - 0s - loss: 2.0236e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8626/10000\n",
"3/3 - 0s - loss: 2.1510e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8627/10000\n",
"3/3 - 0s - loss: 1.3214e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8628/10000\n",
"3/3 - 0s - loss: 2.8631e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8629/10000\n",
"3/3 - 0s - loss: 1.9379e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8630/10000\n",
"3/3 - 0s - loss: 1.9152e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8631/10000\n",
"3/3 - 0s - loss: 1.6855e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8632/10000\n",
"3/3 - 0s - loss: 1.4701e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8633/10000\n",
"3/3 - 0s - loss: 1.5393e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8634/10000\n",
"3/3 - 0s - loss: 2.0246e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8635/10000\n",
"3/3 - 0s - loss: 1.7152e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8636/10000\n",
"3/3 - 0s - loss: 1.2631e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8637/10000\n",
"3/3 - 0s - loss: 1.1660e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8638/10000\n",
"3/3 - 0s - loss: 1.0749e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8639/10000\n",
"3/3 - 0s - loss: 1.1790e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8640/10000\n",
"3/3 - 0s - loss: 9.6493e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 8641/10000\n",
"3/3 - 0s - loss: 1.4491e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8642/10000\n",
"3/3 - 0s - loss: 1.3507e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8643/10000\n",
"3/3 - 0s - loss: 2.4686e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8644/10000\n",
"3/3 - 0s - loss: 2.4965e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8645/10000\n",
"3/3 - 0s - loss: 4.3169e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8646/10000\n",
"3/3 - 0s - loss: 5.0114e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8647/10000\n",
"3/3 - 0s - loss: 3.2020e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8648/10000\n",
"3/3 - 0s - loss: 2.2420e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8649/10000\n",
"3/3 - 0s - loss: 2.1362e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8650/10000\n",
"3/3 - 0s - loss: 3.8054e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8651/10000\n",
"3/3 - 0s - loss: 4.0780e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8652/10000\n",
"3/3 - 0s - loss: 2.1143e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8653/10000\n",
"3/3 - 0s - loss: 1.4367e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8654/10000\n",
"3/3 - 0s - loss: 2.2064e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8655/10000\n",
"3/3 - 0s - loss: 2.7967e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8656/10000\n",
"3/3 - 0s - loss: 2.2117e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8657/10000\n",
"3/3 - 0s - loss: 1.3957e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8658/10000\n",
"3/3 - 0s - loss: 9.4742e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8659/10000\n",
"3/3 - 0s - loss: 1.1438e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8660/10000\n",
"3/3 - 0s - loss: 1.0024e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8661/10000\n",
"3/3 - 0s - loss: 9.3727e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 8662/10000\n",
"3/3 - 0s - loss: 1.5066e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8663/10000\n",
"3/3 - 0s - loss: 1.6473e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8664/10000\n",
"3/3 - 0s - loss: 1.5156e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8665/10000\n",
"3/3 - 0s - loss: 1.3615e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8666/10000\n",
"3/3 - 0s - loss: 1.1817e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8667/10000\n",
"3/3 - 0s - loss: 1.4210e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8668/10000\n",
"3/3 - 0s - loss: 9.9801e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8669/10000\n",
"3/3 - 0s - loss: 1.1460e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8670/10000\n",
"3/3 - 0s - loss: 1.5173e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8671/10000\n",
"3/3 - 0s - loss: 1.5604e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8672/10000\n",
"3/3 - 0s - loss: 1.7412e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8673/10000\n",
"3/3 - 0s - loss: 1.8898e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8674/10000\n",
"3/3 - 0s - loss: 9.1453e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 8675/10000\n",
"3/3 - 0s - loss: 1.0343e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8676/10000\n",
"3/3 - 0s - loss: 1.5322e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8677/10000\n",
"3/3 - 0s - loss: 1.5884e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8678/10000\n",
"3/3 - 0s - loss: 1.2295e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8679/10000\n",
"3/3 - 0s - loss: 1.0726e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8680/10000\n",
"3/3 - 0s - loss: 9.0798e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 8681/10000\n",
"3/3 - 0s - loss: 1.0106e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8682/10000\n",
"3/3 - 0s - loss: 1.1915e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8683/10000\n",
"3/3 - 0s - loss: 1.7888e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8684/10000\n",
"3/3 - 0s - loss: 1.8464e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8685/10000\n",
"3/3 - 0s - loss: 1.7889e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8686/10000\n",
"3/3 - 0s - loss: 2.9560e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8687/10000\n",
"3/3 - 0s - loss: 2.3770e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8688/10000\n",
"3/3 - 0s - loss: 2.1424e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8689/10000\n",
"3/3 - 0s - loss: 1.9866e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8690/10000\n",
"3/3 - 0s - loss: 1.4712e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8691/10000\n",
"3/3 - 0s - loss: 2.0725e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8692/10000\n",
"3/3 - 0s - loss: 6.2531e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8693/10000\n",
"3/3 - 0s - loss: 2.5166e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8694/10000\n",
"3/3 - 0s - loss: 2.3944e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8695/10000\n",
"3/3 - 0s - loss: 3.5138e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8696/10000\n",
"3/3 - 0s - loss: 3.0626e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8697/10000\n",
"3/3 - 0s - loss: 4.7709e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8698/10000\n",
"3/3 - 0s - loss: 7.9658e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8699/10000\n",
"3/3 - 0s - loss: 1.2033e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8700/10000\n",
"3/3 - 0s - loss: 1.3731e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8701/10000\n",
"3/3 - 0s - loss: 1.2226e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8702/10000\n",
"3/3 - 0s - loss: 1.1979e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8703/10000\n",
"3/3 - 0s - loss: 2.4390e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8704/10000\n",
"3/3 - 0s - loss: 2.7599e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8705/10000\n",
"3/3 - 0s - loss: 2.1280e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8706/10000\n",
"3/3 - 0s - loss: 2.3175e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8707/10000\n",
"3/3 - 0s - loss: 4.9462e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8708/10000\n",
"3/3 - 0s - loss: 2.9819e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8709/10000\n",
"3/3 - 0s - loss: 3.5907e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8710/10000\n",
"3/3 - 0s - loss: 4.0191e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8711/10000\n",
"3/3 - 0s - loss: 5.2417e-06 - 31ms/epoch - 10ms/step\n",
"Epoch 8712/10000\n",
"3/3 - 0s - loss: 1.9485e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8713/10000\n",
"3/3 - 0s - loss: 1.9868e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8714/10000\n",
"3/3 - 0s - loss: 2.2215e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8715/10000\n",
"3/3 - 0s - loss: 9.0838e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8716/10000\n",
"3/3 - 0s - loss: 9.3445e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8717/10000\n",
"3/3 - 0s - loss: 2.1222e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8718/10000\n",
"3/3 - 0s - loss: 2.7669e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8719/10000\n",
"3/3 - 0s - loss: 2.4479e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8720/10000\n",
"3/3 - 0s - loss: 2.3865e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8721/10000\n",
"3/3 - 0s - loss: 1.0900e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8722/10000\n",
"3/3 - 0s - loss: 6.7083e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8723/10000\n",
"3/3 - 0s - loss: 7.1608e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8724/10000\n",
"3/3 - 0s - loss: 6.8670e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8725/10000\n",
"3/3 - 0s - loss: 7.6604e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8726/10000\n",
"3/3 - 0s - loss: 6.5177e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8727/10000\n",
"3/3 - 0s - loss: 2.5200e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8728/10000\n",
"3/3 - 0s - loss: 6.2571e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8729/10000\n",
"3/3 - 0s - loss: 6.5321e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8730/10000\n",
"3/3 - 0s - loss: 4.9487e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8731/10000\n",
"3/3 - 0s - loss: 3.8779e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8732/10000\n",
"3/3 - 0s - loss: 4.3829e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8733/10000\n",
"3/3 - 0s - loss: 3.6396e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8734/10000\n",
"3/3 - 0s - loss: 3.7125e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8735/10000\n",
"3/3 - 0s - loss: 3.1199e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8736/10000\n",
"3/3 - 0s - loss: 3.8277e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8737/10000\n",
"3/3 - 0s - loss: 3.8934e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8738/10000\n",
"3/3 - 0s - loss: 2.4168e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8739/10000\n",
"3/3 - 0s - loss: 2.0431e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8740/10000\n",
"3/3 - 0s - loss: 3.1032e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8741/10000\n",
"3/3 - 0s - loss: 2.6615e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8742/10000\n",
"3/3 - 0s - loss: 3.6382e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8743/10000\n",
"3/3 - 0s - loss: 3.4520e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8744/10000\n",
"3/3 - 0s - loss: 4.5660e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8745/10000\n",
"3/3 - 0s - loss: 2.8979e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8746/10000\n",
"3/3 - 0s - loss: 2.2455e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8747/10000\n",
"3/3 - 0s - loss: 1.8822e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8748/10000\n",
"3/3 - 0s - loss: 1.1396e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8749/10000\n",
"3/3 - 0s - loss: 1.2524e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8750/10000\n",
"3/3 - 0s - loss: 1.4917e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8751/10000\n",
"3/3 - 0s - loss: 1.4076e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8752/10000\n",
"3/3 - 0s - loss: 1.2268e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8753/10000\n",
"3/3 - 0s - loss: 1.0310e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8754/10000\n",
"3/3 - 0s - loss: 9.6050e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8755/10000\n",
"3/3 - 0s - loss: 1.1796e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8756/10000\n",
"3/3 - 0s - loss: 9.4664e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8757/10000\n",
"3/3 - 0s - loss: 1.1793e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8758/10000\n",
"3/3 - 0s - loss: 1.3338e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8759/10000\n",
"3/3 - 0s - loss: 1.0304e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8760/10000\n",
"3/3 - 0s - loss: 1.7496e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8761/10000\n",
"3/3 - 0s - loss: 2.0171e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8762/10000\n",
"3/3 - 0s - loss: 1.4145e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8763/10000\n",
"3/3 - 0s - loss: 1.9393e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8764/10000\n",
"3/3 - 0s - loss: 2.6383e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8765/10000\n",
"3/3 - 0s - loss: 1.9856e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8766/10000\n",
"3/3 - 0s - loss: 2.1743e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8767/10000\n",
"3/3 - 0s - loss: 2.3144e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8768/10000\n",
"3/3 - 0s - loss: 1.6571e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8769/10000\n",
"3/3 - 0s - loss: 2.1406e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8770/10000\n",
"3/3 - 0s - loss: 1.6569e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8771/10000\n",
"3/3 - 0s - loss: 1.8997e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8772/10000\n",
"3/3 - 0s - loss: 1.9983e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8773/10000\n",
"3/3 - 0s - loss: 1.8576e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8774/10000\n",
"3/3 - 0s - loss: 2.0778e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8775/10000\n",
"3/3 - 0s - loss: 1.9307e-07 - 30ms/epoch - 10ms/step\n",
"Epoch 8776/10000\n",
"3/3 - 0s - loss: 1.6185e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8777/10000\n",
"3/3 - 0s - loss: 2.6651e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8778/10000\n",
"3/3 - 0s - loss: 3.6182e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8779/10000\n",
"3/3 - 0s - loss: 2.9166e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8780/10000\n",
"3/3 - 0s - loss: 2.6317e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8781/10000\n",
"3/3 - 0s - loss: 1.9629e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8782/10000\n",
"3/3 - 0s - loss: 1.7509e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8783/10000\n",
"3/3 - 0s - loss: 1.1505e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8784/10000\n",
"3/3 - 0s - loss: 1.5954e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8785/10000\n",
"3/3 - 0s - loss: 3.3194e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8786/10000\n",
"3/3 - 0s - loss: 3.1534e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8787/10000\n",
"3/3 - 0s - loss: 3.7717e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8788/10000\n",
"3/3 - 0s - loss: 4.7059e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8789/10000\n",
"3/3 - 0s - loss: 4.5139e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8790/10000\n",
"3/3 - 0s - loss: 4.7788e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8791/10000\n",
"3/3 - 0s - loss: 3.3142e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8792/10000\n",
"3/3 - 0s - loss: 2.8754e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8793/10000\n",
"3/3 - 0s - loss: 3.7621e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8794/10000\n",
"3/3 - 0s - loss: 6.9461e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8795/10000\n",
"3/3 - 0s - loss: 6.8354e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8796/10000\n",
"3/3 - 0s - loss: 9.1388e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8797/10000\n",
"3/3 - 0s - loss: 6.5287e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8798/10000\n",
"3/3 - 0s - loss: 8.6319e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8799/10000\n",
"3/3 - 0s - loss: 3.8543e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8800/10000\n",
"3/3 - 0s - loss: 3.5486e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8801/10000\n",
"3/3 - 0s - loss: 2.2726e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8802/10000\n",
"3/3 - 0s - loss: 5.2624e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8803/10000\n",
"3/3 - 0s - loss: 4.9463e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8804/10000\n",
"3/3 - 0s - loss: 2.7295e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8805/10000\n",
"3/3 - 0s - loss: 1.9991e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8806/10000\n",
"3/3 - 0s - loss: 2.6720e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8807/10000\n",
"3/3 - 0s - loss: 3.5250e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8808/10000\n",
"3/3 - 0s - loss: 4.9078e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8809/10000\n",
"3/3 - 0s - loss: 3.0178e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8810/10000\n",
"3/3 - 0s - loss: 4.9464e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8811/10000\n",
"3/3 - 0s - loss: 4.5182e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8812/10000\n",
"3/3 - 0s - loss: 4.2454e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8813/10000\n",
"3/3 - 0s - loss: 2.5220e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8814/10000\n",
"3/3 - 0s - loss: 1.8191e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8815/10000\n",
"3/3 - 0s - loss: 1.4377e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8816/10000\n",
"3/3 - 0s - loss: 1.4042e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8817/10000\n",
"3/3 - 0s - loss: 1.2100e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8818/10000\n",
"3/3 - 0s - loss: 1.1307e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8819/10000\n",
"3/3 - 0s - loss: 9.2787e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 8820/10000\n",
"3/3 - 0s - loss: 9.1438e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8821/10000\n",
"3/3 - 0s - loss: 9.3537e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 8822/10000\n",
"3/3 - 0s - loss: 6.6361e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8823/10000\n",
"3/3 - 0s - loss: 8.3437e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 8824/10000\n",
"3/3 - 0s - loss: 7.3884e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8825/10000\n",
"3/3 - 0s - loss: 8.0403e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8826/10000\n",
"3/3 - 0s - loss: 1.4851e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8827/10000\n",
"3/3 - 0s - loss: 9.0382e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8828/10000\n",
"3/3 - 0s - loss: 1.2868e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8829/10000\n",
"3/3 - 0s - loss: 8.7373e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 8830/10000\n",
"3/3 - 0s - loss: 5.6477e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 8831/10000\n",
"3/3 - 0s - loss: 3.5135e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 8832/10000\n",
"3/3 - 0s - loss: 2.9090e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8833/10000\n",
"3/3 - 0s - loss: 4.4484e-08 - 29ms/epoch - 10ms/step\n",
"Epoch 8834/10000\n",
"3/3 - 0s - loss: 7.4807e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8835/10000\n",
"3/3 - 0s - loss: 8.8523e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8836/10000\n",
"3/3 - 0s - loss: 6.0206e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 8837/10000\n",
"3/3 - 0s - loss: 4.5432e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 8838/10000\n",
"3/3 - 0s - loss: 4.6393e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 8839/10000\n",
"3/3 - 0s - loss: 3.7543e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8840/10000\n",
"3/3 - 0s - loss: 4.3371e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 8841/10000\n",
"3/3 - 0s - loss: 8.3997e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 8842/10000\n",
"3/3 - 0s - loss: 1.2266e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8843/10000\n",
"3/3 - 0s - loss: 1.0464e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8844/10000\n",
"3/3 - 0s - loss: 1.8203e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8845/10000\n",
"3/3 - 0s - loss: 1.0894e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8846/10000\n",
"3/3 - 0s - loss: 1.4412e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8847/10000\n",
"3/3 - 0s - loss: 1.3072e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8848/10000\n",
"3/3 - 0s - loss: 1.3006e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 8849/10000\n",
"3/3 - 0s - loss: 1.2530e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8850/10000\n",
"3/3 - 0s - loss: 3.3586e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8851/10000\n",
"3/3 - 0s - loss: 1.9223e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8852/10000\n",
"3/3 - 0s - loss: 3.1584e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8853/10000\n",
"3/3 - 0s - loss: 5.0139e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8854/10000\n",
"3/3 - 0s - loss: 3.5145e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8855/10000\n",
"3/3 - 0s - loss: 4.5965e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8856/10000\n",
"3/3 - 0s - loss: 6.0055e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 8857/10000\n",
"3/3 - 0s - loss: 4.9674e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8858/10000\n",
"3/3 - 0s - loss: 5.0869e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8859/10000\n",
"3/3 - 0s - loss: 2.0380e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 8860/10000\n",
"3/3 - 0s - loss: 2.6432e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8861/10000\n",
"3/3 - 0s - loss: 2.8061e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8862/10000\n",
"3/3 - 0s - loss: 2.6543e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8863/10000\n",
"3/3 - 0s - loss: 3.1601e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8864/10000\n",
"3/3 - 0s - loss: 3.7952e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8865/10000\n",
"3/3 - 0s - loss: 2.5206e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 8866/10000\n",
"3/3 - 0s - loss: 3.0216e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8867/10000\n",
"3/3 - 0s - loss: 1.6205e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8868/10000\n",
"3/3 - 0s - loss: 6.0472e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8869/10000\n",
"3/3 - 0s - loss: 8.3123e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8870/10000\n",
"3/3 - 0s - loss: 4.3761e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8871/10000\n",
"3/3 - 0s - loss: 5.6063e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8872/10000\n",
"3/3 - 0s - loss: 7.9137e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8873/10000\n",
"3/3 - 0s - loss: 8.9922e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8874/10000\n",
"3/3 - 0s - loss: 7.9924e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8875/10000\n",
"3/3 - 0s - loss: 1.3278e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 8876/10000\n",
"3/3 - 0s - loss: 1.3828e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8877/10000\n",
"3/3 - 0s - loss: 2.7015e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8878/10000\n",
"3/3 - 0s - loss: 4.3531e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8879/10000\n",
"3/3 - 0s - loss: 1.2932e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8880/10000\n",
"3/3 - 0s - loss: 1.0709e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8881/10000\n",
"3/3 - 0s - loss: 2.3181e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8882/10000\n",
"3/3 - 0s - loss: 2.8091e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8883/10000\n",
"3/3 - 0s - loss: 1.9108e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8884/10000\n",
"3/3 - 0s - loss: 2.1700e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8885/10000\n",
"3/3 - 0s - loss: 3.8783e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8886/10000\n",
"3/3 - 0s - loss: 4.0055e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8887/10000\n",
"3/3 - 0s - loss: 4.0708e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8888/10000\n",
"3/3 - 0s - loss: 2.6940e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8889/10000\n",
"3/3 - 0s - loss: 4.5257e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8890/10000\n",
"3/3 - 0s - loss: 4.7665e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8891/10000\n",
"3/3 - 0s - loss: 2.5592e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8892/10000\n",
"3/3 - 0s - loss: 3.0513e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8893/10000\n",
"3/3 - 0s - loss: 7.3509e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8894/10000\n",
"3/3 - 0s - loss: 3.2292e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8895/10000\n",
"3/3 - 0s - loss: 1.6549e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8896/10000\n",
"3/3 - 0s - loss: 1.6189e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8897/10000\n",
"3/3 - 0s - loss: 9.9421e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8898/10000\n",
"3/3 - 0s - loss: 1.2151e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8899/10000\n",
"3/3 - 0s - loss: 1.8002e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8900/10000\n",
"3/3 - 0s - loss: 1.0281e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8901/10000\n",
"3/3 - 0s - loss: 2.0235e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8902/10000\n",
"3/3 - 0s - loss: 6.1974e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8903/10000\n",
"3/3 - 0s - loss: 4.4705e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8904/10000\n",
"3/3 - 0s - loss: 3.3598e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8905/10000\n",
"3/3 - 0s - loss: 3.3074e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8906/10000\n",
"3/3 - 0s - loss: 2.7901e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8907/10000\n",
"3/3 - 0s - loss: 3.8059e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8908/10000\n",
"3/3 - 0s - loss: 5.5835e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8909/10000\n",
"3/3 - 0s - loss: 4.3536e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8910/10000\n",
"3/3 - 0s - loss: 4.0367e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8911/10000\n",
"3/3 - 0s - loss: 4.3409e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8912/10000\n",
"3/3 - 0s - loss: 5.5715e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8913/10000\n",
"3/3 - 0s - loss: 5.1320e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8914/10000\n",
"3/3 - 0s - loss: 3.5922e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 8915/10000\n",
"3/3 - 0s - loss: 4.1641e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8916/10000\n",
"3/3 - 0s - loss: 3.0304e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8917/10000\n",
"3/3 - 0s - loss: 2.2848e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8918/10000\n",
"3/3 - 0s - loss: 3.2788e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8919/10000\n",
"3/3 - 0s - loss: 1.9557e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8920/10000\n",
"3/3 - 0s - loss: 2.4842e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8921/10000\n",
"3/3 - 0s - loss: 3.9116e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8922/10000\n",
"3/3 - 0s - loss: 2.9454e-05 - 29ms/epoch - 10ms/step\n",
"Epoch 8923/10000\n",
"3/3 - 0s - loss: 6.3835e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8924/10000\n",
"3/3 - 0s - loss: 7.5437e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8925/10000\n",
"3/3 - 0s - loss: 1.0971e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8926/10000\n",
"3/3 - 0s - loss: 1.0537e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8927/10000\n",
"3/3 - 0s - loss: 1.5058e-04 - 22ms/epoch - 7ms/step\n",
"Epoch 8928/10000\n",
"3/3 - 0s - loss: 9.8273e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8929/10000\n",
"3/3 - 0s - loss: 2.1548e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8930/10000\n",
"3/3 - 0s - loss: 3.6733e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 8931/10000\n",
"3/3 - 0s - loss: 5.2880e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8932/10000\n",
"3/3 - 0s - loss: 2.0829e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8933/10000\n",
"3/3 - 0s - loss: 2.7438e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8934/10000\n",
"3/3 - 0s - loss: 3.6914e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 8935/10000\n",
"3/3 - 0s - loss: 3.1603e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8936/10000\n",
"3/3 - 0s - loss: 7.3342e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8937/10000\n",
"3/3 - 0s - loss: 4.7596e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8938/10000\n",
"3/3 - 0s - loss: 5.4420e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8939/10000\n",
"3/3 - 0s - loss: 8.1320e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8940/10000\n",
"3/3 - 0s - loss: 8.7953e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 8941/10000\n",
"3/3 - 0s - loss: 6.4642e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 8942/10000\n",
"3/3 - 0s - loss: 7.3798e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8943/10000\n",
"3/3 - 0s - loss: 4.2132e-04 - 29ms/epoch - 10ms/step\n",
"Epoch 8944/10000\n",
"3/3 - 0s - loss: 3.8640e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8945/10000\n",
"3/3 - 0s - loss: 3.5177e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8946/10000\n",
"3/3 - 0s - loss: 3.6475e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8947/10000\n",
"3/3 - 0s - loss: 2.9784e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8948/10000\n",
"3/3 - 0s - loss: 2.2736e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 8949/10000\n",
"3/3 - 0s - loss: 1.8537e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 8950/10000\n",
"3/3 - 0s - loss: 1.7994e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 8951/10000\n",
"3/3 - 0s - loss: 8.8637e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8952/10000\n",
"3/3 - 0s - loss: 7.5053e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8953/10000\n",
"3/3 - 0s - loss: 9.5803e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8954/10000\n",
"3/3 - 0s - loss: 1.2001e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 8955/10000\n",
"3/3 - 0s - loss: 1.5092e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 8956/10000\n",
"3/3 - 0s - loss: 1.3085e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 8957/10000\n",
"3/3 - 0s - loss: 1.0749e-04 - 22ms/epoch - 7ms/step\n",
"Epoch 8958/10000\n",
"3/3 - 0s - loss: 9.1437e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8959/10000\n",
"3/3 - 0s - loss: 6.2248e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8960/10000\n",
"3/3 - 0s - loss: 4.8981e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8961/10000\n",
"3/3 - 0s - loss: 4.9353e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8962/10000\n",
"3/3 - 0s - loss: 4.4586e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8963/10000\n",
"3/3 - 0s - loss: 7.1340e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8964/10000\n",
"3/3 - 0s - loss: 9.3873e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8965/10000\n",
"3/3 - 0s - loss: 6.4772e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8966/10000\n",
"3/3 - 0s - loss: 3.0652e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 8967/10000\n",
"3/3 - 0s - loss: 2.8885e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8968/10000\n",
"3/3 - 0s - loss: 1.6931e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 8969/10000\n",
"3/3 - 0s - loss: 1.5937e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 8970/10000\n",
"3/3 - 0s - loss: 1.3229e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 8971/10000\n",
"3/3 - 0s - loss: 1.0030e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 8972/10000\n",
"3/3 - 0s - loss: 8.1050e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8973/10000\n",
"3/3 - 0s - loss: 6.0886e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8974/10000\n",
"3/3 - 0s - loss: 2.8619e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8975/10000\n",
"3/3 - 0s - loss: 2.8671e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8976/10000\n",
"3/3 - 0s - loss: 1.1823e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8977/10000\n",
"3/3 - 0s - loss: 2.2526e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8978/10000\n",
"3/3 - 0s - loss: 1.8127e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 8979/10000\n",
"3/3 - 0s - loss: 2.2639e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8980/10000\n",
"3/3 - 0s - loss: 1.4468e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8981/10000\n",
"3/3 - 0s - loss: 1.3023e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8982/10000\n",
"3/3 - 0s - loss: 1.2588e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8983/10000\n",
"3/3 - 0s - loss: 1.1848e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8984/10000\n",
"3/3 - 0s - loss: 1.2722e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8985/10000\n",
"3/3 - 0s - loss: 9.6772e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8986/10000\n",
"3/3 - 0s - loss: 5.1156e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8987/10000\n",
"3/3 - 0s - loss: 4.1230e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 8988/10000\n",
"3/3 - 0s - loss: 6.5839e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8989/10000\n",
"3/3 - 0s - loss: 7.8981e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8990/10000\n",
"3/3 - 0s - loss: 9.3082e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 8991/10000\n",
"3/3 - 0s - loss: 1.9153e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 8992/10000\n",
"3/3 - 0s - loss: 1.4740e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 8993/10000\n",
"3/3 - 0s - loss: 1.2214e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 8994/10000\n",
"3/3 - 0s - loss: 1.2725e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 8995/10000\n",
"3/3 - 0s - loss: 1.3148e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 8996/10000\n",
"3/3 - 0s - loss: 1.0180e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 8997/10000\n",
"3/3 - 0s - loss: 8.5403e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 8998/10000\n",
"3/3 - 0s - loss: 3.8601e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 8999/10000\n",
"3/3 - 0s - loss: 4.3806e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9000/10000\n",
"3/3 - 0s - loss: 2.9514e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9001/10000\n",
"3/3 - 0s - loss: 3.3447e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9002/10000\n",
"3/3 - 0s - loss: 3.4898e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9003/10000\n",
"3/3 - 0s - loss: 1.8735e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9004/10000\n",
"3/3 - 0s - loss: 1.9894e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9005/10000\n",
"3/3 - 0s - loss: 1.9434e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9006/10000\n",
"3/3 - 0s - loss: 2.0925e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9007/10000\n",
"3/3 - 0s - loss: 2.9551e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9008/10000\n",
"3/3 - 0s - loss: 2.5882e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9009/10000\n",
"3/3 - 0s - loss: 3.2574e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9010/10000\n",
"3/3 - 0s - loss: 2.3212e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9011/10000\n",
"3/3 - 0s - loss: 1.8051e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9012/10000\n",
"3/3 - 0s - loss: 2.4636e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9013/10000\n",
"3/3 - 0s - loss: 2.8076e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9014/10000\n",
"3/3 - 0s - loss: 2.9843e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9015/10000\n",
"3/3 - 0s - loss: 3.0598e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9016/10000\n",
"3/3 - 0s - loss: 2.8664e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9017/10000\n",
"3/3 - 0s - loss: 2.2071e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 9018/10000\n",
"3/3 - 0s - loss: 2.5650e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9019/10000\n",
"3/3 - 0s - loss: 2.3438e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9020/10000\n",
"3/3 - 0s - loss: 3.6667e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9021/10000\n",
"3/3 - 0s - loss: 3.0344e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9022/10000\n",
"3/3 - 0s - loss: 2.2207e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9023/10000\n",
"3/3 - 0s - loss: 2.3308e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9024/10000\n",
"3/3 - 0s - loss: 1.8199e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9025/10000\n",
"3/3 - 0s - loss: 1.7626e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9026/10000\n",
"3/3 - 0s - loss: 2.0850e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 9027/10000\n",
"3/3 - 0s - loss: 3.9759e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9028/10000\n",
"3/3 - 0s - loss: 2.9491e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9029/10000\n",
"3/3 - 0s - loss: 4.0950e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9030/10000\n",
"3/3 - 0s - loss: 3.1277e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9031/10000\n",
"3/3 - 0s - loss: 2.2764e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9032/10000\n",
"3/3 - 0s - loss: 2.9948e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9033/10000\n",
"3/3 - 0s - loss: 2.4840e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9034/10000\n",
"3/3 - 0s - loss: 3.2560e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9035/10000\n",
"3/3 - 0s - loss: 4.7680e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9036/10000\n",
"3/3 - 0s - loss: 7.1331e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9037/10000\n",
"3/3 - 0s - loss: 8.8656e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9038/10000\n",
"3/3 - 0s - loss: 6.5648e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9039/10000\n",
"3/3 - 0s - loss: 5.5975e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9040/10000\n",
"3/3 - 0s - loss: 6.7390e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9041/10000\n",
"3/3 - 0s - loss: 7.1449e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9042/10000\n",
"3/3 - 0s - loss: 1.2470e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9043/10000\n",
"3/3 - 0s - loss: 1.3319e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9044/10000\n",
"3/3 - 0s - loss: 1.1160e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9045/10000\n",
"3/3 - 0s - loss: 9.7604e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 9046/10000\n",
"3/3 - 0s - loss: 8.5239e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9047/10000\n",
"3/3 - 0s - loss: 6.0551e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9048/10000\n",
"3/3 - 0s - loss: 7.1923e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9049/10000\n",
"3/3 - 0s - loss: 6.3273e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9050/10000\n",
"3/3 - 0s - loss: 1.7375e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9051/10000\n",
"3/3 - 0s - loss: 9.2806e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9052/10000\n",
"3/3 - 0s - loss: 6.7627e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9053/10000\n",
"3/3 - 0s - loss: 1.1337e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9054/10000\n",
"3/3 - 0s - loss: 9.8638e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9055/10000\n",
"3/3 - 0s - loss: 5.0981e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9056/10000\n",
"3/3 - 0s - loss: 8.2581e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9057/10000\n",
"3/3 - 0s - loss: 1.3183e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9058/10000\n",
"3/3 - 0s - loss: 1.9263e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9059/10000\n",
"3/3 - 0s - loss: 2.5761e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9060/10000\n",
"3/3 - 0s - loss: 4.4110e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9061/10000\n",
"3/3 - 0s - loss: 3.9610e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9062/10000\n",
"3/3 - 0s - loss: 2.3212e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9063/10000\n",
"3/3 - 0s - loss: 2.2834e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9064/10000\n",
"3/3 - 0s - loss: 1.8230e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9065/10000\n",
"3/3 - 0s - loss: 3.0958e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9066/10000\n",
"3/3 - 0s - loss: 4.2646e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9067/10000\n",
"3/3 - 0s - loss: 3.2340e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9068/10000\n",
"3/3 - 0s - loss: 3.9233e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9069/10000\n",
"3/3 - 0s - loss: 7.1525e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9070/10000\n",
"3/3 - 0s - loss: 7.8059e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9071/10000\n",
"3/3 - 0s - loss: 7.0602e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9072/10000\n",
"3/3 - 0s - loss: 4.9920e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9073/10000\n",
"3/3 - 0s - loss: 5.9705e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9074/10000\n",
"3/3 - 0s - loss: 5.9776e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9075/10000\n",
"3/3 - 0s - loss: 7.9376e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9076/10000\n",
"3/3 - 0s - loss: 7.0311e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9077/10000\n",
"3/3 - 0s - loss: 4.8509e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9078/10000\n",
"3/3 - 0s - loss: 3.3698e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9079/10000\n",
"3/3 - 0s - loss: 3.6463e-06 - 30ms/epoch - 10ms/step\n",
"Epoch 9080/10000\n",
"3/3 - 0s - loss: 4.3816e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9081/10000\n",
"3/3 - 0s - loss: 3.3034e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9082/10000\n",
"3/3 - 0s - loss: 2.5665e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9083/10000\n",
"3/3 - 0s - loss: 2.5839e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9084/10000\n",
"3/3 - 0s - loss: 2.3944e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9085/10000\n",
"3/3 - 0s - loss: 1.6018e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9086/10000\n",
"3/3 - 0s - loss: 1.1787e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9087/10000\n",
"3/3 - 0s - loss: 2.0982e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9088/10000\n",
"3/3 - 0s - loss: 2.4005e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9089/10000\n",
"3/3 - 0s - loss: 1.9593e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9090/10000\n",
"3/3 - 0s - loss: 1.3849e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9091/10000\n",
"3/3 - 0s - loss: 1.1863e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9092/10000\n",
"3/3 - 0s - loss: 1.5240e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9093/10000\n",
"3/3 - 0s - loss: 1.6998e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9094/10000\n",
"3/3 - 0s - loss: 1.1963e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9095/10000\n",
"3/3 - 0s - loss: 1.0639e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9096/10000\n",
"3/3 - 0s - loss: 7.9835e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9097/10000\n",
"3/3 - 0s - loss: 6.0591e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9098/10000\n",
"3/3 - 0s - loss: 8.5258e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9099/10000\n",
"3/3 - 0s - loss: 6.9872e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9100/10000\n",
"3/3 - 0s - loss: 6.7865e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9101/10000\n",
"3/3 - 0s - loss: 2.4831e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9102/10000\n",
"3/3 - 0s - loss: 1.7067e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9103/10000\n",
"3/3 - 0s - loss: 2.7948e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9104/10000\n",
"3/3 - 0s - loss: 1.8633e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9105/10000\n",
"3/3 - 0s - loss: 1.9620e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9106/10000\n",
"3/3 - 0s - loss: 1.5718e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9107/10000\n",
"3/3 - 0s - loss: 1.4349e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9108/10000\n",
"3/3 - 0s - loss: 1.5658e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9109/10000\n",
"3/3 - 0s - loss: 1.7730e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9110/10000\n",
"3/3 - 0s - loss: 1.9987e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9111/10000\n",
"3/3 - 0s - loss: 1.9124e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9112/10000\n",
"3/3 - 0s - loss: 1.1994e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9113/10000\n",
"3/3 - 0s - loss: 1.4009e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9114/10000\n",
"3/3 - 0s - loss: 1.2933e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9115/10000\n",
"3/3 - 0s - loss: 1.5449e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 9116/10000\n",
"3/3 - 0s - loss: 1.0017e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9117/10000\n",
"3/3 - 0s - loss: 1.4981e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9118/10000\n",
"3/3 - 0s - loss: 8.9978e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9119/10000\n",
"3/3 - 0s - loss: 6.9994e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 9120/10000\n",
"3/3 - 0s - loss: 7.5604e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 9121/10000\n",
"3/3 - 0s - loss: 6.9998e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 9122/10000\n",
"3/3 - 0s - loss: 7.3565e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9123/10000\n",
"3/3 - 0s - loss: 7.8231e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9124/10000\n",
"3/3 - 0s - loss: 1.1381e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9125/10000\n",
"3/3 - 0s - loss: 1.5477e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9126/10000\n",
"3/3 - 0s - loss: 1.3999e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9127/10000\n",
"3/3 - 0s - loss: 1.4284e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9128/10000\n",
"3/3 - 0s - loss: 1.0300e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9129/10000\n",
"3/3 - 0s - loss: 9.0722e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 9130/10000\n",
"3/3 - 0s - loss: 1.4805e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9131/10000\n",
"3/3 - 0s - loss: 2.7108e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9132/10000\n",
"3/3 - 0s - loss: 4.3269e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 9133/10000\n",
"3/3 - 0s - loss: 5.2424e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9134/10000\n",
"3/3 - 0s - loss: 8.4181e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 9135/10000\n",
"3/3 - 0s - loss: 1.4200e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9136/10000\n",
"3/3 - 0s - loss: 2.4738e-06 - 30ms/epoch - 10ms/step\n",
"Epoch 9137/10000\n",
"3/3 - 0s - loss: 2.6459e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9138/10000\n",
"3/3 - 0s - loss: 1.9553e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9139/10000\n",
"3/3 - 0s - loss: 1.5532e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9140/10000\n",
"3/3 - 0s - loss: 1.2964e-06 - 30ms/epoch - 10ms/step\n",
"Epoch 9141/10000\n",
"3/3 - 0s - loss: 7.0104e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9142/10000\n",
"3/3 - 0s - loss: 7.5002e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9143/10000\n",
"3/3 - 0s - loss: 9.1063e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9144/10000\n",
"3/3 - 0s - loss: 7.6784e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9145/10000\n",
"3/3 - 0s - loss: 6.9073e-07 - 30ms/epoch - 10ms/step\n",
"Epoch 9146/10000\n",
"3/3 - 0s - loss: 1.2671e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9147/10000\n",
"3/3 - 0s - loss: 1.1565e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9148/10000\n",
"3/3 - 0s - loss: 6.1957e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9149/10000\n",
"3/3 - 0s - loss: 5.3888e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9150/10000\n",
"3/3 - 0s - loss: 5.0488e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9151/10000\n",
"3/3 - 0s - loss: 6.2194e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9152/10000\n",
"3/3 - 0s - loss: 7.1204e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9153/10000\n",
"3/3 - 0s - loss: 6.3894e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9154/10000\n",
"3/3 - 0s - loss: 6.5924e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9155/10000\n",
"3/3 - 0s - loss: 8.3892e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9156/10000\n",
"3/3 - 0s - loss: 1.0515e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9157/10000\n",
"3/3 - 0s - loss: 1.0403e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9158/10000\n",
"3/3 - 0s - loss: 7.7563e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9159/10000\n",
"3/3 - 0s - loss: 6.7143e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9160/10000\n",
"3/3 - 0s - loss: 6.5450e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9161/10000\n",
"3/3 - 0s - loss: 5.7335e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9162/10000\n",
"3/3 - 0s - loss: 5.6965e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9163/10000\n",
"3/3 - 0s - loss: 4.9302e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9164/10000\n",
"3/3 - 0s - loss: 6.5538e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9165/10000\n",
"3/3 - 0s - loss: 7.2918e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9166/10000\n",
"3/3 - 0s - loss: 1.1625e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9167/10000\n",
"3/3 - 0s - loss: 9.7523e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9168/10000\n",
"3/3 - 0s - loss: 5.8932e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9169/10000\n",
"3/3 - 0s - loss: 1.2682e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9170/10000\n",
"3/3 - 0s - loss: 9.3743e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 9171/10000\n",
"3/3 - 0s - loss: 8.0755e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9172/10000\n",
"3/3 - 0s - loss: 7.0484e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9173/10000\n",
"3/3 - 0s - loss: 8.1119e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9174/10000\n",
"3/3 - 0s - loss: 1.9390e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9175/10000\n",
"3/3 - 0s - loss: 9.9749e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9176/10000\n",
"3/3 - 0s - loss: 1.5368e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9177/10000\n",
"3/3 - 0s - loss: 2.8018e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9178/10000\n",
"3/3 - 0s - loss: 3.2734e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9179/10000\n",
"3/3 - 0s - loss: 6.8267e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9180/10000\n",
"3/3 - 0s - loss: 5.8455e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9181/10000\n",
"3/3 - 0s - loss: 6.5016e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9182/10000\n",
"3/3 - 0s - loss: 6.1097e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9183/10000\n",
"3/3 - 0s - loss: 4.0593e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9184/10000\n",
"3/3 - 0s - loss: 8.5598e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9185/10000\n",
"3/3 - 0s - loss: 1.1392e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9186/10000\n",
"3/3 - 0s - loss: 1.2835e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9187/10000\n",
"3/3 - 0s - loss: 9.4406e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9188/10000\n",
"3/3 - 0s - loss: 6.3025e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9189/10000\n",
"3/3 - 0s - loss: 4.5428e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9190/10000\n",
"3/3 - 0s - loss: 3.4275e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9191/10000\n",
"3/3 - 0s - loss: 3.9421e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9192/10000\n",
"3/3 - 0s - loss: 4.2426e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9193/10000\n",
"3/3 - 0s - loss: 4.1163e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9194/10000\n",
"3/3 - 0s - loss: 2.8114e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9195/10000\n",
"3/3 - 0s - loss: 3.1195e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9196/10000\n",
"3/3 - 0s - loss: 2.3614e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9197/10000\n",
"3/3 - 0s - loss: 2.1766e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9198/10000\n",
"3/3 - 0s - loss: 1.4178e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9199/10000\n",
"3/3 - 0s - loss: 9.8871e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9200/10000\n",
"3/3 - 0s - loss: 1.1937e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9201/10000\n",
"3/3 - 0s - loss: 1.4247e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9202/10000\n",
"3/3 - 0s - loss: 1.8637e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9203/10000\n",
"3/3 - 0s - loss: 1.8754e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9204/10000\n",
"3/3 - 0s - loss: 1.3945e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9205/10000\n",
"3/3 - 0s - loss: 1.7237e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9206/10000\n",
"3/3 - 0s - loss: 1.3619e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9207/10000\n",
"3/3 - 0s - loss: 1.3729e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9208/10000\n",
"3/3 - 0s - loss: 1.8585e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9209/10000\n",
"3/3 - 0s - loss: 1.8992e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9210/10000\n",
"3/3 - 0s - loss: 1.4433e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9211/10000\n",
"3/3 - 0s - loss: 1.6995e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 9212/10000\n",
"3/3 - 0s - loss: 7.0772e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9213/10000\n",
"3/3 - 0s - loss: 5.2315e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9214/10000\n",
"3/3 - 0s - loss: 4.5586e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9215/10000\n",
"3/3 - 0s - loss: 1.0737e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9216/10000\n",
"3/3 - 0s - loss: 9.8450e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9217/10000\n",
"3/3 - 0s - loss: 7.7899e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9218/10000\n",
"3/3 - 0s - loss: 5.2505e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9219/10000\n",
"3/3 - 0s - loss: 1.0452e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9220/10000\n",
"3/3 - 0s - loss: 1.1622e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9221/10000\n",
"3/3 - 0s - loss: 1.2347e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9222/10000\n",
"3/3 - 0s - loss: 9.6473e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9223/10000\n",
"3/3 - 0s - loss: 7.6943e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9224/10000\n",
"3/3 - 0s - loss: 7.6667e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 9225/10000\n",
"3/3 - 0s - loss: 6.2576e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9226/10000\n",
"3/3 - 0s - loss: 2.9615e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9227/10000\n",
"3/3 - 0s - loss: 4.9273e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9228/10000\n",
"3/3 - 0s - loss: 2.3550e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9229/10000\n",
"3/3 - 0s - loss: 2.2498e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9230/10000\n",
"3/3 - 0s - loss: 2.3095e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9231/10000\n",
"3/3 - 0s - loss: 2.7582e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9232/10000\n",
"3/3 - 0s - loss: 2.4341e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9233/10000\n",
"3/3 - 0s - loss: 2.2226e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9234/10000\n",
"3/3 - 0s - loss: 1.4220e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9235/10000\n",
"3/3 - 0s - loss: 1.2669e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9236/10000\n",
"3/3 - 0s - loss: 1.2341e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9237/10000\n",
"3/3 - 0s - loss: 1.0428e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9238/10000\n",
"3/3 - 0s - loss: 1.1792e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9239/10000\n",
"3/3 - 0s - loss: 1.0839e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9240/10000\n",
"3/3 - 0s - loss: 1.3566e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9241/10000\n",
"3/3 - 0s - loss: 1.0727e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9242/10000\n",
"3/3 - 0s - loss: 2.7036e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 9243/10000\n",
"3/3 - 0s - loss: 5.1971e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9244/10000\n",
"3/3 - 0s - loss: 7.5360e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9245/10000\n",
"3/3 - 0s - loss: 6.9220e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9246/10000\n",
"3/3 - 0s - loss: 5.8634e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 9247/10000\n",
"3/3 - 0s - loss: 4.3214e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9248/10000\n",
"3/3 - 0s - loss: 7.4612e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9249/10000\n",
"3/3 - 0s - loss: 5.9676e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9250/10000\n",
"3/3 - 0s - loss: 5.7560e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9251/10000\n",
"3/3 - 0s - loss: 5.7433e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9252/10000\n",
"3/3 - 0s - loss: 7.0385e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9253/10000\n",
"3/3 - 0s - loss: 7.8684e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9254/10000\n",
"3/3 - 0s - loss: 7.1473e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9255/10000\n",
"3/3 - 0s - loss: 4.8112e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9256/10000\n",
"3/3 - 0s - loss: 5.4279e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9257/10000\n",
"3/3 - 0s - loss: 4.1640e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9258/10000\n",
"3/3 - 0s - loss: 5.0630e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9259/10000\n",
"3/3 - 0s - loss: 5.7630e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9260/10000\n",
"3/3 - 0s - loss: 1.1044e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9261/10000\n",
"3/3 - 0s - loss: 1.0156e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9262/10000\n",
"3/3 - 0s - loss: 1.7776e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9263/10000\n",
"3/3 - 0s - loss: 3.0590e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9264/10000\n",
"3/3 - 0s - loss: 2.7054e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9265/10000\n",
"3/3 - 0s - loss: 3.6267e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9266/10000\n",
"3/3 - 0s - loss: 3.9857e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9267/10000\n",
"3/3 - 0s - loss: 8.7657e-06 - 29ms/epoch - 10ms/step\n",
"Epoch 9268/10000\n",
"3/3 - 0s - loss: 9.2284e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9269/10000\n",
"3/3 - 0s - loss: 1.0230e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9270/10000\n",
"3/3 - 0s - loss: 9.2494e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9271/10000\n",
"3/3 - 0s - loss: 6.1494e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9272/10000\n",
"3/3 - 0s - loss: 4.5491e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9273/10000\n",
"3/3 - 0s - loss: 3.2316e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9274/10000\n",
"3/3 - 0s - loss: 2.0471e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9275/10000\n",
"3/3 - 0s - loss: 2.1081e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9276/10000\n",
"3/3 - 0s - loss: 3.2873e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9277/10000\n",
"3/3 - 0s - loss: 3.4139e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9278/10000\n",
"3/3 - 0s - loss: 2.7752e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9279/10000\n",
"3/3 - 0s - loss: 3.0233e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9280/10000\n",
"3/3 - 0s - loss: 2.4546e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9281/10000\n",
"3/3 - 0s - loss: 2.0420e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9282/10000\n",
"3/3 - 0s - loss: 1.9888e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9283/10000\n",
"3/3 - 0s - loss: 2.6234e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9284/10000\n",
"3/3 - 0s - loss: 4.2607e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9285/10000\n",
"3/3 - 0s - loss: 5.0314e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9286/10000\n",
"3/3 - 0s - loss: 2.0628e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9287/10000\n",
"3/3 - 0s - loss: 1.6150e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9288/10000\n",
"3/3 - 0s - loss: 1.3232e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9289/10000\n",
"3/3 - 0s - loss: 1.4921e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9290/10000\n",
"3/3 - 0s - loss: 2.1509e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9291/10000\n",
"3/3 - 0s - loss: 1.3542e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9292/10000\n",
"3/3 - 0s - loss: 1.4410e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9293/10000\n",
"3/3 - 0s - loss: 1.1100e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9294/10000\n",
"3/3 - 0s - loss: 1.3432e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9295/10000\n",
"3/3 - 0s - loss: 1.2390e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9296/10000\n",
"3/3 - 0s - loss: 1.1208e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9297/10000\n",
"3/3 - 0s - loss: 1.5308e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9298/10000\n",
"3/3 - 0s - loss: 1.4958e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 9299/10000\n",
"3/3 - 0s - loss: 4.2911e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9300/10000\n",
"3/3 - 0s - loss: 4.2384e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9301/10000\n",
"3/3 - 0s - loss: 3.0702e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9302/10000\n",
"3/3 - 0s - loss: 2.7076e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9303/10000\n",
"3/3 - 0s - loss: 3.2655e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9304/10000\n",
"3/3 - 0s - loss: 1.8712e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9305/10000\n",
"3/3 - 0s - loss: 2.2963e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9306/10000\n",
"3/3 - 0s - loss: 2.1552e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9307/10000\n",
"3/3 - 0s - loss: 2.6314e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9308/10000\n",
"3/3 - 0s - loss: 3.4776e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9309/10000\n",
"3/3 - 0s - loss: 3.0762e-06 - 30ms/epoch - 10ms/step\n",
"Epoch 9310/10000\n",
"3/3 - 0s - loss: 4.9129e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9311/10000\n",
"3/3 - 0s - loss: 3.1015e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9312/10000\n",
"3/3 - 0s - loss: 5.3359e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9313/10000\n",
"3/3 - 0s - loss: 5.5331e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9314/10000\n",
"3/3 - 0s - loss: 7.4926e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9315/10000\n",
"3/3 - 0s - loss: 6.7992e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9316/10000\n",
"3/3 - 0s - loss: 1.1476e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9317/10000\n",
"3/3 - 0s - loss: 8.8846e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9318/10000\n",
"3/3 - 0s - loss: 8.2014e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9319/10000\n",
"3/3 - 0s - loss: 6.4330e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9320/10000\n",
"3/3 - 0s - loss: 8.6714e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9321/10000\n",
"3/3 - 0s - loss: 9.1909e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9322/10000\n",
"3/3 - 0s - loss: 9.6820e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9323/10000\n",
"3/3 - 0s - loss: 4.6054e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9324/10000\n",
"3/3 - 0s - loss: 4.6078e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9325/10000\n",
"3/3 - 0s - loss: 4.1471e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9326/10000\n",
"3/3 - 0s - loss: 4.3239e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9327/10000\n",
"3/3 - 0s - loss: 2.3783e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9328/10000\n",
"3/3 - 0s - loss: 2.5930e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9329/10000\n",
"3/3 - 0s - loss: 1.5806e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9330/10000\n",
"3/3 - 0s - loss: 3.3470e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9331/10000\n",
"3/3 - 0s - loss: 5.5441e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9332/10000\n",
"3/3 - 0s - loss: 4.4238e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9333/10000\n",
"3/3 - 0s - loss: 1.2268e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9334/10000\n",
"3/3 - 0s - loss: 1.7161e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9335/10000\n",
"3/3 - 0s - loss: 2.0242e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9336/10000\n",
"3/3 - 0s - loss: 2.2927e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9337/10000\n",
"3/3 - 0s - loss: 2.5147e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9338/10000\n",
"3/3 - 0s - loss: 3.3462e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9339/10000\n",
"3/3 - 0s - loss: 2.4151e-05 - 29ms/epoch - 10ms/step\n",
"Epoch 9340/10000\n",
"3/3 - 0s - loss: 2.6433e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9341/10000\n",
"3/3 - 0s - loss: 4.6086e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9342/10000\n",
"3/3 - 0s - loss: 2.7570e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9343/10000\n",
"3/3 - 0s - loss: 6.4853e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9344/10000\n",
"3/3 - 0s - loss: 9.7314e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9345/10000\n",
"3/3 - 0s - loss: 2.0068e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9346/10000\n",
"3/3 - 0s - loss: 1.4254e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9347/10000\n",
"3/3 - 0s - loss: 1.0095e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9348/10000\n",
"3/3 - 0s - loss: 8.3174e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9349/10000\n",
"3/3 - 0s - loss: 3.9386e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9350/10000\n",
"3/3 - 0s - loss: 3.1804e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9351/10000\n",
"3/3 - 0s - loss: 3.7630e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9352/10000\n",
"3/3 - 0s - loss: 7.5314e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9353/10000\n",
"3/3 - 0s - loss: 7.1962e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9354/10000\n",
"3/3 - 0s - loss: 6.0944e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9355/10000\n",
"3/3 - 0s - loss: 8.5641e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9356/10000\n",
"3/3 - 0s - loss: 7.8531e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9357/10000\n",
"3/3 - 0s - loss: 6.6357e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9358/10000\n",
"3/3 - 0s - loss: 5.3278e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9359/10000\n",
"3/3 - 0s - loss: 3.4316e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9360/10000\n",
"3/3 - 0s - loss: 9.5561e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9361/10000\n",
"3/3 - 0s - loss: 1.3217e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 9362/10000\n",
"3/3 - 0s - loss: 2.9761e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9363/10000\n",
"3/3 - 0s - loss: 1.5085e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9364/10000\n",
"3/3 - 0s - loss: 1.2346e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 9365/10000\n",
"3/3 - 0s - loss: 1.9025e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9366/10000\n",
"3/3 - 0s - loss: 1.6195e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9367/10000\n",
"3/3 - 0s - loss: 1.0553e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9368/10000\n",
"3/3 - 0s - loss: 1.1189e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9369/10000\n",
"3/3 - 0s - loss: 1.6353e-04 - 29ms/epoch - 10ms/step\n",
"Epoch 9370/10000\n",
"3/3 - 0s - loss: 7.9519e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9371/10000\n",
"3/3 - 0s - loss: 1.8270e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 9372/10000\n",
"3/3 - 0s - loss: 1.5292e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9373/10000\n",
"3/3 - 0s - loss: 1.3473e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 9374/10000\n",
"3/3 - 0s - loss: 8.3622e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9375/10000\n",
"3/3 - 0s - loss: 5.9633e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9376/10000\n",
"3/3 - 0s - loss: 4.2917e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9377/10000\n",
"3/3 - 0s - loss: 6.3561e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9378/10000\n",
"3/3 - 0s - loss: 5.5169e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9379/10000\n",
"3/3 - 0s - loss: 6.0128e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9380/10000\n",
"3/3 - 0s - loss: 5.6439e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9381/10000\n",
"3/3 - 0s - loss: 4.0105e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9382/10000\n",
"3/3 - 0s - loss: 6.0069e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9383/10000\n",
"3/3 - 0s - loss: 5.4477e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9384/10000\n",
"3/3 - 0s - loss: 6.3776e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9385/10000\n",
"3/3 - 0s - loss: 5.0314e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9386/10000\n",
"3/3 - 0s - loss: 5.7983e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9387/10000\n",
"3/3 - 0s - loss: 8.0591e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 9388/10000\n",
"3/3 - 0s - loss: 1.1426e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 9389/10000\n",
"3/3 - 0s - loss: 8.7941e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9390/10000\n",
"3/3 - 0s - loss: 6.5242e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9391/10000\n",
"3/3 - 0s - loss: 1.0210e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9392/10000\n",
"3/3 - 0s - loss: 1.0860e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9393/10000\n",
"3/3 - 0s - loss: 1.0630e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9394/10000\n",
"3/3 - 0s - loss: 6.9385e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9395/10000\n",
"3/3 - 0s - loss: 8.0133e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9396/10000\n",
"3/3 - 0s - loss: 9.6050e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9397/10000\n",
"3/3 - 0s - loss: 6.6821e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9398/10000\n",
"3/3 - 0s - loss: 4.6975e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9399/10000\n",
"3/3 - 0s - loss: 4.5075e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9400/10000\n",
"3/3 - 0s - loss: 5.2826e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9401/10000\n",
"3/3 - 0s - loss: 4.0444e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9402/10000\n",
"3/3 - 0s - loss: 3.4646e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9403/10000\n",
"3/3 - 0s - loss: 2.4732e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9404/10000\n",
"3/3 - 0s - loss: 2.7067e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9405/10000\n",
"3/3 - 0s - loss: 1.7240e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9406/10000\n",
"3/3 - 0s - loss: 1.5177e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9407/10000\n",
"3/3 - 0s - loss: 1.1087e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9408/10000\n",
"3/3 - 0s - loss: 1.0993e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9409/10000\n",
"3/3 - 0s - loss: 9.3590e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9410/10000\n",
"3/3 - 0s - loss: 9.3360e-06 - 29ms/epoch - 10ms/step\n",
"Epoch 9411/10000\n",
"3/3 - 0s - loss: 8.9975e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9412/10000\n",
"3/3 - 0s - loss: 7.7656e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9413/10000\n",
"3/3 - 0s - loss: 7.5018e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9414/10000\n",
"3/3 - 0s - loss: 5.5482e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9415/10000\n",
"3/3 - 0s - loss: 3.3788e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9416/10000\n",
"3/3 - 0s - loss: 3.7936e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9417/10000\n",
"3/3 - 0s - loss: 4.2970e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9418/10000\n",
"3/3 - 0s - loss: 5.6473e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9419/10000\n",
"3/3 - 0s - loss: 2.9281e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9420/10000\n",
"3/3 - 0s - loss: 3.5966e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9421/10000\n",
"3/3 - 0s - loss: 3.8258e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9422/10000\n",
"3/3 - 0s - loss: 2.2581e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9423/10000\n",
"3/3 - 0s - loss: 2.2141e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9424/10000\n",
"3/3 - 0s - loss: 1.5138e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9425/10000\n",
"3/3 - 0s - loss: 1.1928e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9426/10000\n",
"3/3 - 0s - loss: 6.7994e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9427/10000\n",
"3/3 - 0s - loss: 4.9413e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9428/10000\n",
"3/3 - 0s - loss: 5.0262e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9429/10000\n",
"3/3 - 0s - loss: 3.8057e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 9430/10000\n",
"3/3 - 0s - loss: 6.0460e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9431/10000\n",
"3/3 - 0s - loss: 7.0854e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9432/10000\n",
"3/3 - 0s - loss: 6.8202e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9433/10000\n",
"3/3 - 0s - loss: 4.5724e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9434/10000\n",
"3/3 - 0s - loss: 3.9164e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9435/10000\n",
"3/3 - 0s - loss: 4.2170e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 9436/10000\n",
"3/3 - 0s - loss: 7.5643e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9437/10000\n",
"3/3 - 0s - loss: 6.6814e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9438/10000\n",
"3/3 - 0s - loss: 6.5767e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9439/10000\n",
"3/3 - 0s - loss: 6.0148e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9440/10000\n",
"3/3 - 0s - loss: 4.3676e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9441/10000\n",
"3/3 - 0s - loss: 4.2549e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9442/10000\n",
"3/3 - 0s - loss: 4.5839e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9443/10000\n",
"3/3 - 0s - loss: 3.3754e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9444/10000\n",
"3/3 - 0s - loss: 3.2136e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9445/10000\n",
"3/3 - 0s - loss: 3.5009e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9446/10000\n",
"3/3 - 0s - loss: 3.5283e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9447/10000\n",
"3/3 - 0s - loss: 2.9224e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9448/10000\n",
"3/3 - 0s - loss: 3.0794e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9449/10000\n",
"3/3 - 0s - loss: 2.6294e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9450/10000\n",
"3/3 - 0s - loss: 2.6008e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9451/10000\n",
"3/3 - 0s - loss: 1.6977e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9452/10000\n",
"3/3 - 0s - loss: 1.7422e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9453/10000\n",
"3/3 - 0s - loss: 1.9417e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9454/10000\n",
"3/3 - 0s - loss: 1.5201e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9455/10000\n",
"3/3 - 0s - loss: 1.0298e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9456/10000\n",
"3/3 - 0s - loss: 8.4960e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 9457/10000\n",
"3/3 - 0s - loss: 1.0738e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9458/10000\n",
"3/3 - 0s - loss: 1.1746e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9459/10000\n",
"3/3 - 0s - loss: 8.3726e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 9460/10000\n",
"3/3 - 0s - loss: 1.0024e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9461/10000\n",
"3/3 - 0s - loss: 1.5998e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9462/10000\n",
"3/3 - 0s - loss: 2.1657e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 9463/10000\n",
"3/3 - 0s - loss: 2.2995e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9464/10000\n",
"3/3 - 0s - loss: 1.6678e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9465/10000\n",
"3/3 - 0s - loss: 1.4318e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9466/10000\n",
"3/3 - 0s - loss: 1.9967e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9467/10000\n",
"3/3 - 0s - loss: 3.8934e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9468/10000\n",
"3/3 - 0s - loss: 5.8092e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9469/10000\n",
"3/3 - 0s - loss: 6.7158e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9470/10000\n",
"3/3 - 0s - loss: 5.0255e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9471/10000\n",
"3/3 - 0s - loss: 4.3379e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9472/10000\n",
"3/3 - 0s - loss: 5.2547e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9473/10000\n",
"3/3 - 0s - loss: 3.9770e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9474/10000\n",
"3/3 - 0s - loss: 3.4783e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9475/10000\n",
"3/3 - 0s - loss: 3.1651e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9476/10000\n",
"3/3 - 0s - loss: 5.7325e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9477/10000\n",
"3/3 - 0s - loss: 5.7214e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9478/10000\n",
"3/3 - 0s - loss: 6.3139e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9479/10000\n",
"3/3 - 0s - loss: 3.4496e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9480/10000\n",
"3/3 - 0s - loss: 2.3551e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9481/10000\n",
"3/3 - 0s - loss: 2.0218e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9482/10000\n",
"3/3 - 0s - loss: 2.3161e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9483/10000\n",
"3/3 - 0s - loss: 2.9025e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9484/10000\n",
"3/3 - 0s - loss: 2.2219e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9485/10000\n",
"3/3 - 0s - loss: 4.0766e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9486/10000\n",
"3/3 - 0s - loss: 2.8566e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9487/10000\n",
"3/3 - 0s - loss: 2.5592e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9488/10000\n",
"3/3 - 0s - loss: 4.0765e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9489/10000\n",
"3/3 - 0s - loss: 6.5207e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9490/10000\n",
"3/3 - 0s - loss: 4.8828e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9491/10000\n",
"3/3 - 0s - loss: 4.0984e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9492/10000\n",
"3/3 - 0s - loss: 5.3949e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9493/10000\n",
"3/3 - 0s - loss: 5.0131e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9494/10000\n",
"3/3 - 0s - loss: 5.5129e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9495/10000\n",
"3/3 - 0s - loss: 5.2475e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9496/10000\n",
"3/3 - 0s - loss: 4.4976e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9497/10000\n",
"3/3 - 0s - loss: 7.5000e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9498/10000\n",
"3/3 - 0s - loss: 6.5996e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9499/10000\n",
"3/3 - 0s - loss: 5.2855e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9500/10000\n",
"3/3 - 0s - loss: 5.0906e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9501/10000\n",
"3/3 - 0s - loss: 4.3506e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9502/10000\n",
"3/3 - 0s - loss: 4.6431e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9503/10000\n",
"3/3 - 0s - loss: 4.8312e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9504/10000\n",
"3/3 - 0s - loss: 5.0643e-07 - 22ms/epoch - 7ms/step\n",
"Epoch 9505/10000\n",
"3/3 - 0s - loss: 5.5733e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9506/10000\n",
"3/3 - 0s - loss: 4.8640e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9507/10000\n",
"3/3 - 0s - loss: 3.4611e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9508/10000\n",
"3/3 - 0s - loss: 2.9243e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9509/10000\n",
"3/3 - 0s - loss: 2.6714e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9510/10000\n",
"3/3 - 0s - loss: 2.0802e-07 - 31ms/epoch - 10ms/step\n",
"Epoch 9511/10000\n",
"3/3 - 0s - loss: 4.0831e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9512/10000\n",
"3/3 - 0s - loss: 3.9037e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9513/10000\n",
"3/3 - 0s - loss: 4.1180e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9514/10000\n",
"3/3 - 0s - loss: 6.9272e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9515/10000\n",
"3/3 - 0s - loss: 7.8517e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9516/10000\n",
"3/3 - 0s - loss: 6.3090e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9517/10000\n",
"3/3 - 0s - loss: 7.1185e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9518/10000\n",
"3/3 - 0s - loss: 7.7802e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9519/10000\n",
"3/3 - 0s - loss: 3.6964e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9520/10000\n",
"3/3 - 0s - loss: 6.6680e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9521/10000\n",
"3/3 - 0s - loss: 6.9963e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9522/10000\n",
"3/3 - 0s - loss: 5.4545e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9523/10000\n",
"3/3 - 0s - loss: 4.3796e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9524/10000\n",
"3/3 - 0s - loss: 4.0709e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9525/10000\n",
"3/3 - 0s - loss: 1.5032e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9526/10000\n",
"3/3 - 0s - loss: 8.1417e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 9527/10000\n",
"3/3 - 0s - loss: 7.3815e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 9528/10000\n",
"3/3 - 0s - loss: 8.1648e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9529/10000\n",
"3/3 - 0s - loss: 9.1401e-08 - 22ms/epoch - 7ms/step\n",
"Epoch 9530/10000\n",
"3/3 - 0s - loss: 1.0864e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9531/10000\n",
"3/3 - 0s - loss: 1.4655e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9532/10000\n",
"3/3 - 0s - loss: 1.2395e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9533/10000\n",
"3/3 - 0s - loss: 1.0746e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9534/10000\n",
"3/3 - 0s - loss: 1.9892e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9535/10000\n",
"3/3 - 0s - loss: 2.0816e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9536/10000\n",
"3/3 - 0s - loss: 1.8327e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9537/10000\n",
"3/3 - 0s - loss: 2.3371e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9538/10000\n",
"3/3 - 0s - loss: 1.8365e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9539/10000\n",
"3/3 - 0s - loss: 1.5034e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9540/10000\n",
"3/3 - 0s - loss: 1.5567e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9541/10000\n",
"3/3 - 0s - loss: 1.1781e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9542/10000\n",
"3/3 - 0s - loss: 2.0146e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9543/10000\n",
"3/3 - 0s - loss: 1.1239e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9544/10000\n",
"3/3 - 0s - loss: 2.3119e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9545/10000\n",
"3/3 - 0s - loss: 2.5041e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9546/10000\n",
"3/3 - 0s - loss: 3.0719e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9547/10000\n",
"3/3 - 0s - loss: 2.4852e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9548/10000\n",
"3/3 - 0s - loss: 1.8006e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9549/10000\n",
"3/3 - 0s - loss: 3.2043e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9550/10000\n",
"3/3 - 0s - loss: 5.3286e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9551/10000\n",
"3/3 - 0s - loss: 8.6642e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9552/10000\n",
"3/3 - 0s - loss: 1.2898e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9553/10000\n",
"3/3 - 0s - loss: 1.2470e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9554/10000\n",
"3/3 - 0s - loss: 7.6553e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9555/10000\n",
"3/3 - 0s - loss: 9.7962e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9556/10000\n",
"3/3 - 0s - loss: 1.0106e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9557/10000\n",
"3/3 - 0s - loss: 2.1502e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9558/10000\n",
"3/3 - 0s - loss: 6.3781e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9559/10000\n",
"3/3 - 0s - loss: 5.6760e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9560/10000\n",
"3/3 - 0s - loss: 8.1530e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9561/10000\n",
"3/3 - 0s - loss: 8.7203e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9562/10000\n",
"3/3 - 0s - loss: 1.2815e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9563/10000\n",
"3/3 - 0s - loss: 6.0174e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9564/10000\n",
"3/3 - 0s - loss: 6.0900e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9565/10000\n",
"3/3 - 0s - loss: 3.0392e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9566/10000\n",
"3/3 - 0s - loss: 3.7227e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9567/10000\n",
"3/3 - 0s - loss: 3.4969e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9568/10000\n",
"3/3 - 0s - loss: 2.8060e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9569/10000\n",
"3/3 - 0s - loss: 1.8584e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9570/10000\n",
"3/3 - 0s - loss: 1.3578e-06 - 32ms/epoch - 11ms/step\n",
"Epoch 9571/10000\n",
"3/3 - 0s - loss: 1.4850e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9572/10000\n",
"3/3 - 0s - loss: 1.7883e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9573/10000\n",
"3/3 - 0s - loss: 1.1291e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9574/10000\n",
"3/3 - 0s - loss: 8.7116e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9575/10000\n",
"3/3 - 0s - loss: 6.4537e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9576/10000\n",
"3/3 - 0s - loss: 6.5687e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9577/10000\n",
"3/3 - 0s - loss: 6.4014e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9578/10000\n",
"3/3 - 0s - loss: 1.1156e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9579/10000\n",
"3/3 - 0s - loss: 7.8556e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9580/10000\n",
"3/3 - 0s - loss: 8.9367e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9581/10000\n",
"3/3 - 0s - loss: 9.6516e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9582/10000\n",
"3/3 - 0s - loss: 8.1089e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9583/10000\n",
"3/3 - 0s - loss: 1.3960e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9584/10000\n",
"3/3 - 0s - loss: 1.0623e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9585/10000\n",
"3/3 - 0s - loss: 8.5924e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9586/10000\n",
"3/3 - 0s - loss: 1.0703e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9587/10000\n",
"3/3 - 0s - loss: 8.3076e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9588/10000\n",
"3/3 - 0s - loss: 7.9462e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9589/10000\n",
"3/3 - 0s - loss: 7.6215e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9590/10000\n",
"3/3 - 0s - loss: 3.4982e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9591/10000\n",
"3/3 - 0s - loss: 2.9441e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9592/10000\n",
"3/3 - 0s - loss: 5.3381e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9593/10000\n",
"3/3 - 0s - loss: 7.6775e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9594/10000\n",
"3/3 - 0s - loss: 1.2053e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9595/10000\n",
"3/3 - 0s - loss: 1.6909e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9596/10000\n",
"3/3 - 0s - loss: 3.2172e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9597/10000\n",
"3/3 - 0s - loss: 2.2697e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9598/10000\n",
"3/3 - 0s - loss: 1.8392e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9599/10000\n",
"3/3 - 0s - loss: 4.0024e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9600/10000\n",
"3/3 - 0s - loss: 4.3458e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9601/10000\n",
"3/3 - 0s - loss: 9.1128e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9602/10000\n",
"3/3 - 0s - loss: 7.2459e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9603/10000\n",
"3/3 - 0s - loss: 7.3915e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9604/10000\n",
"3/3 - 0s - loss: 9.8182e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9605/10000\n",
"3/3 - 0s - loss: 1.5044e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9606/10000\n",
"3/3 - 0s - loss: 1.1765e-04 - 32ms/epoch - 11ms/step\n",
"Epoch 9607/10000\n",
"3/3 - 0s - loss: 1.2276e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9608/10000\n",
"3/3 - 0s - loss: 9.1942e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9609/10000\n",
"3/3 - 0s - loss: 1.3501e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9610/10000\n",
"3/3 - 0s - loss: 2.0550e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9611/10000\n",
"3/3 - 0s - loss: 2.0482e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9612/10000\n",
"3/3 - 0s - loss: 1.8452e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9613/10000\n",
"3/3 - 0s - loss: 2.1285e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9614/10000\n",
"3/3 - 0s - loss: 3.0813e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 9615/10000\n",
"3/3 - 0s - loss: 3.1559e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 9616/10000\n",
"3/3 - 0s - loss: 3.0621e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9617/10000\n",
"3/3 - 0s - loss: 2.8349e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9618/10000\n",
"3/3 - 0s - loss: 2.3699e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9619/10000\n",
"3/3 - 0s - loss: 1.7637e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9620/10000\n",
"3/3 - 0s - loss: 9.9822e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9621/10000\n",
"3/3 - 0s - loss: 7.2441e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9622/10000\n",
"3/3 - 0s - loss: 6.7475e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9623/10000\n",
"3/3 - 0s - loss: 1.0665e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 9624/10000\n",
"3/3 - 0s - loss: 1.0811e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 9625/10000\n",
"3/3 - 0s - loss: 2.1380e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 9626/10000\n",
"3/3 - 0s - loss: 7.4056e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9627/10000\n",
"3/3 - 0s - loss: 5.3629e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9628/10000\n",
"3/3 - 0s - loss: 6.4610e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9629/10000\n",
"3/3 - 0s - loss: 2.4588e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9630/10000\n",
"3/3 - 0s - loss: 2.9153e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 9631/10000\n",
"3/3 - 0s - loss: 1.9344e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9632/10000\n",
"3/3 - 0s - loss: 1.2391e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9633/10000\n",
"3/3 - 0s - loss: 1.1430e-04 - 23ms/epoch - 8ms/step\n",
"Epoch 9634/10000\n",
"3/3 - 0s - loss: 8.2121e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9635/10000\n",
"3/3 - 0s - loss: 7.3099e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9636/10000\n",
"3/3 - 0s - loss: 3.8722e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9637/10000\n",
"3/3 - 0s - loss: 2.4815e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9638/10000\n",
"3/3 - 0s - loss: 2.8583e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9639/10000\n",
"3/3 - 0s - loss: 2.7653e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9640/10000\n",
"3/3 - 0s - loss: 3.2720e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9641/10000\n",
"3/3 - 0s - loss: 3.6905e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9642/10000\n",
"3/3 - 0s - loss: 2.4038e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9643/10000\n",
"3/3 - 0s - loss: 1.7905e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9644/10000\n",
"3/3 - 0s - loss: 3.1311e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9645/10000\n",
"3/3 - 0s - loss: 1.5037e-05 - 30ms/epoch - 10ms/step\n",
"Epoch 9646/10000\n",
"3/3 - 0s - loss: 1.1908e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9647/10000\n",
"3/3 - 0s - loss: 8.5630e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9648/10000\n",
"3/3 - 0s - loss: 6.7892e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9649/10000\n",
"3/3 - 0s - loss: 1.3612e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9650/10000\n",
"3/3 - 0s - loss: 1.3308e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9651/10000\n",
"3/3 - 0s - loss: 1.7431e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9652/10000\n",
"3/3 - 0s - loss: 1.1325e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9653/10000\n",
"3/3 - 0s - loss: 2.4857e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9654/10000\n",
"3/3 - 0s - loss: 2.1533e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9655/10000\n",
"3/3 - 0s - loss: 3.2051e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9656/10000\n",
"3/3 - 0s - loss: 4.5898e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9657/10000\n",
"3/3 - 0s - loss: 2.4079e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9658/10000\n",
"3/3 - 0s - loss: 3.6192e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9659/10000\n",
"3/3 - 0s - loss: 3.1480e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9660/10000\n",
"3/3 - 0s - loss: 1.5205e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9661/10000\n",
"3/3 - 0s - loss: 1.4914e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9662/10000\n",
"3/3 - 0s - loss: 1.0891e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9663/10000\n",
"3/3 - 0s - loss: 1.2922e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 9664/10000\n",
"3/3 - 0s - loss: 3.7137e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9665/10000\n",
"3/3 - 0s - loss: 3.4001e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9666/10000\n",
"3/3 - 0s - loss: 3.9506e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9667/10000\n",
"3/3 - 0s - loss: 5.0287e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9668/10000\n",
"3/3 - 0s - loss: 7.9478e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9669/10000\n",
"3/3 - 0s - loss: 9.9313e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9670/10000\n",
"3/3 - 0s - loss: 8.3631e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9671/10000\n",
"3/3 - 0s - loss: 5.4997e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9672/10000\n",
"3/3 - 0s - loss: 4.9335e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9673/10000\n",
"3/3 - 0s - loss: 4.3844e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9674/10000\n",
"3/3 - 0s - loss: 6.6035e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9675/10000\n",
"3/3 - 0s - loss: 7.5621e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9676/10000\n",
"3/3 - 0s - loss: 3.3389e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9677/10000\n",
"3/3 - 0s - loss: 1.5852e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9678/10000\n",
"3/3 - 0s - loss: 1.9939e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9679/10000\n",
"3/3 - 0s - loss: 2.9273e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9680/10000\n",
"3/3 - 0s - loss: 1.7401e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9681/10000\n",
"3/3 - 0s - loss: 1.3583e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9682/10000\n",
"3/3 - 0s - loss: 1.2481e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9683/10000\n",
"3/3 - 0s - loss: 9.7935e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9684/10000\n",
"3/3 - 0s - loss: 1.7490e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9685/10000\n",
"3/3 - 0s - loss: 1.3664e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9686/10000\n",
"3/3 - 0s - loss: 8.6919e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9687/10000\n",
"3/3 - 0s - loss: 6.1527e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9688/10000\n",
"3/3 - 0s - loss: 1.1700e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9689/10000\n",
"3/3 - 0s - loss: 1.0332e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9690/10000\n",
"3/3 - 0s - loss: 4.4093e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9691/10000\n",
"3/3 - 0s - loss: 3.1845e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9692/10000\n",
"3/3 - 0s - loss: 2.9561e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9693/10000\n",
"3/3 - 0s - loss: 4.1526e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9694/10000\n",
"3/3 - 0s - loss: 5.1001e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9695/10000\n",
"3/3 - 0s - loss: 6.4991e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9696/10000\n",
"3/3 - 0s - loss: 4.5701e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9697/10000\n",
"3/3 - 0s - loss: 9.0914e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9698/10000\n",
"3/3 - 0s - loss: 8.6199e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9699/10000\n",
"3/3 - 0s - loss: 4.1929e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9700/10000\n",
"3/3 - 0s - loss: 1.9826e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9701/10000\n",
"3/3 - 0s - loss: 2.1532e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9702/10000\n",
"3/3 - 0s - loss: 1.8393e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9703/10000\n",
"3/3 - 0s - loss: 1.9090e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9704/10000\n",
"3/3 - 0s - loss: 1.6475e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9705/10000\n",
"3/3 - 0s - loss: 1.0176e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9706/10000\n",
"3/3 - 0s - loss: 6.7469e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9707/10000\n",
"3/3 - 0s - loss: 6.7441e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9708/10000\n",
"3/3 - 0s - loss: 1.0367e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9709/10000\n",
"3/3 - 0s - loss: 1.5996e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9710/10000\n",
"3/3 - 0s - loss: 3.0878e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9711/10000\n",
"3/3 - 0s - loss: 3.2985e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9712/10000\n",
"3/3 - 0s - loss: 2.4854e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9713/10000\n",
"3/3 - 0s - loss: 2.5460e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9714/10000\n",
"3/3 - 0s - loss: 3.9016e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9715/10000\n",
"3/3 - 0s - loss: 1.4401e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9716/10000\n",
"3/3 - 0s - loss: 1.2946e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9717/10000\n",
"3/3 - 0s - loss: 7.3468e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9718/10000\n",
"3/3 - 0s - loss: 5.0825e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9719/10000\n",
"3/3 - 0s - loss: 6.6534e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9720/10000\n",
"3/3 - 0s - loss: 5.6046e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9721/10000\n",
"3/3 - 0s - loss: 5.1538e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9722/10000\n",
"3/3 - 0s - loss: 5.3980e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9723/10000\n",
"3/3 - 0s - loss: 4.3223e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9724/10000\n",
"3/3 - 0s - loss: 4.9875e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9725/10000\n",
"3/3 - 0s - loss: 3.4710e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9726/10000\n",
"3/3 - 0s - loss: 5.9303e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9727/10000\n",
"3/3 - 0s - loss: 5.0374e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9728/10000\n",
"3/3 - 0s - loss: 2.8411e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9729/10000\n",
"3/3 - 0s - loss: 1.7664e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9730/10000\n",
"3/3 - 0s - loss: 2.1676e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9731/10000\n",
"3/3 - 0s - loss: 3.3293e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9732/10000\n",
"3/3 - 0s - loss: 2.5473e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9733/10000\n",
"3/3 - 0s - loss: 3.3715e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9734/10000\n",
"3/3 - 0s - loss: 3.3000e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9735/10000\n",
"3/3 - 0s - loss: 3.9928e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9736/10000\n",
"3/3 - 0s - loss: 1.7353e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9737/10000\n",
"3/3 - 0s - loss: 2.3306e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9738/10000\n",
"3/3 - 0s - loss: 1.1588e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9739/10000\n",
"3/3 - 0s - loss: 1.2699e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9740/10000\n",
"3/3 - 0s - loss: 1.9142e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9741/10000\n",
"3/3 - 0s - loss: 1.4777e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9742/10000\n",
"3/3 - 0s - loss: 7.9833e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9743/10000\n",
"3/3 - 0s - loss: 1.3983e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9744/10000\n",
"3/3 - 0s - loss: 8.1183e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 9745/10000\n",
"3/3 - 0s - loss: 1.5172e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9746/10000\n",
"3/3 - 0s - loss: 1.2242e-07 - 28ms/epoch - 9ms/step\n",
"Epoch 9747/10000\n",
"3/3 - 0s - loss: 1.4849e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9748/10000\n",
"3/3 - 0s - loss: 1.9293e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9749/10000\n",
"3/3 - 0s - loss: 3.3088e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9750/10000\n",
"3/3 - 0s - loss: 3.3549e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9751/10000\n",
"3/3 - 0s - loss: 2.0268e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9752/10000\n",
"3/3 - 0s - loss: 2.0879e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9753/10000\n",
"3/3 - 0s - loss: 2.2670e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9754/10000\n",
"3/3 - 0s - loss: 3.5488e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9755/10000\n",
"3/3 - 0s - loss: 2.9040e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 9756/10000\n",
"3/3 - 0s - loss: 1.9158e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9757/10000\n",
"3/3 - 0s - loss: 2.6544e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9758/10000\n",
"3/3 - 0s - loss: 2.1308e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9759/10000\n",
"3/3 - 0s - loss: 2.4594e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9760/10000\n",
"3/3 - 0s - loss: 2.5508e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9761/10000\n",
"3/3 - 0s - loss: 3.6982e-07 - 29ms/epoch - 10ms/step\n",
"Epoch 9762/10000\n",
"3/3 - 0s - loss: 2.5334e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9763/10000\n",
"3/3 - 0s - loss: 2.2931e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9764/10000\n",
"3/3 - 0s - loss: 4.5278e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9765/10000\n",
"3/3 - 0s - loss: 1.2563e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9766/10000\n",
"3/3 - 0s - loss: 1.2044e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9767/10000\n",
"3/3 - 0s - loss: 1.0948e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9768/10000\n",
"3/3 - 0s - loss: 1.3132e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9769/10000\n",
"3/3 - 0s - loss: 1.0518e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9770/10000\n",
"3/3 - 0s - loss: 7.7397e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9771/10000\n",
"3/3 - 0s - loss: 5.8786e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9772/10000\n",
"3/3 - 0s - loss: 3.1743e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9773/10000\n",
"3/3 - 0s - loss: 2.0749e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9774/10000\n",
"3/3 - 0s - loss: 3.2888e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9775/10000\n",
"3/3 - 0s - loss: 2.6562e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9776/10000\n",
"3/3 - 0s - loss: 1.4073e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9777/10000\n",
"3/3 - 0s - loss: 1.4390e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9778/10000\n",
"3/3 - 0s - loss: 1.0997e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9779/10000\n",
"3/3 - 0s - loss: 9.8707e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 9780/10000\n",
"3/3 - 0s - loss: 1.0424e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9781/10000\n",
"3/3 - 0s - loss: 5.8378e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 9782/10000\n",
"3/3 - 0s - loss: 9.2043e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 9783/10000\n",
"3/3 - 0s - loss: 5.1391e-08 - 32ms/epoch - 11ms/step\n",
"Epoch 9784/10000\n",
"3/3 - 0s - loss: 5.1284e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 9785/10000\n",
"3/3 - 0s - loss: 5.2699e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 9786/10000\n",
"3/3 - 0s - loss: 7.5552e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 9787/10000\n",
"3/3 - 0s - loss: 1.3208e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9788/10000\n",
"3/3 - 0s - loss: 1.3340e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9789/10000\n",
"3/3 - 0s - loss: 6.9338e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 9790/10000\n",
"3/3 - 0s - loss: 7.7332e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 9791/10000\n",
"3/3 - 0s - loss: 6.2395e-08 - 26ms/epoch - 9ms/step\n",
"Epoch 9792/10000\n",
"3/3 - 0s - loss: 1.0175e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9793/10000\n",
"3/3 - 0s - loss: 5.7449e-08 - 28ms/epoch - 9ms/step\n",
"Epoch 9794/10000\n",
"3/3 - 0s - loss: 4.3839e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 9795/10000\n",
"3/3 - 0s - loss: 5.3686e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 9796/10000\n",
"3/3 - 0s - loss: 5.6507e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9797/10000\n",
"3/3 - 0s - loss: 4.0734e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 9798/10000\n",
"3/3 - 0s - loss: 6.4238e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9799/10000\n",
"3/3 - 0s - loss: 5.9869e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 9800/10000\n",
"3/3 - 0s - loss: 7.6859e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9801/10000\n",
"3/3 - 0s - loss: 8.2094e-08 - 23ms/epoch - 8ms/step\n",
"Epoch 9802/10000\n",
"3/3 - 0s - loss: 5.5281e-08 - 24ms/epoch - 8ms/step\n",
"Epoch 9803/10000\n",
"3/3 - 0s - loss: 6.0730e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 9804/10000\n",
"3/3 - 0s - loss: 6.7229e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 9805/10000\n",
"3/3 - 0s - loss: 9.8687e-08 - 27ms/epoch - 9ms/step\n",
"Epoch 9806/10000\n",
"3/3 - 0s - loss: 8.6824e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 9807/10000\n",
"3/3 - 0s - loss: 9.2695e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 9808/10000\n",
"3/3 - 0s - loss: 8.4600e-08 - 25ms/epoch - 8ms/step\n",
"Epoch 9809/10000\n",
"3/3 - 0s - loss: 2.6607e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9810/10000\n",
"3/3 - 0s - loss: 3.2777e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9811/10000\n",
"3/3 - 0s - loss: 1.4074e-07 - 27ms/epoch - 9ms/step\n",
"Epoch 9812/10000\n",
"3/3 - 0s - loss: 1.1704e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9813/10000\n",
"3/3 - 0s - loss: 1.6537e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9814/10000\n",
"3/3 - 0s - loss: 1.9415e-07 - 25ms/epoch - 8ms/step\n",
"Epoch 9815/10000\n",
"3/3 - 0s - loss: 1.5588e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9816/10000\n",
"3/3 - 0s - loss: 3.9766e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9817/10000\n",
"3/3 - 0s - loss: 3.3895e-07 - 26ms/epoch - 9ms/step\n",
"Epoch 9818/10000\n",
"3/3 - 0s - loss: 4.7514e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9819/10000\n",
"3/3 - 0s - loss: 4.1989e-07 - 24ms/epoch - 8ms/step\n",
"Epoch 9820/10000\n",
"3/3 - 0s - loss: 3.8827e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9821/10000\n",
"3/3 - 0s - loss: 6.3609e-07 - 23ms/epoch - 8ms/step\n",
"Epoch 9822/10000\n",
"3/3 - 0s - loss: 1.2536e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9823/10000\n",
"3/3 - 0s - loss: 1.2006e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9824/10000\n",
"3/3 - 0s - loss: 3.1767e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9825/10000\n",
"3/3 - 0s - loss: 2.8626e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9826/10000\n",
"3/3 - 0s - loss: 3.8689e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9827/10000\n",
"3/3 - 0s - loss: 3.2926e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9828/10000\n",
"3/3 - 0s - loss: 6.8508e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9829/10000\n",
"3/3 - 0s - loss: 9.3952e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9830/10000\n",
"3/3 - 0s - loss: 1.1817e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9831/10000\n",
"3/3 - 0s - loss: 7.3616e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9832/10000\n",
"3/3 - 0s - loss: 1.3487e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9833/10000\n",
"3/3 - 0s - loss: 1.5699e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9834/10000\n",
"3/3 - 0s - loss: 1.6946e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9835/10000\n",
"3/3 - 0s - loss: 2.2662e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9836/10000\n",
"3/3 - 0s - loss: 2.9715e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9837/10000\n",
"3/3 - 0s - loss: 2.0017e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9838/10000\n",
"3/3 - 0s - loss: 2.7279e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9839/10000\n",
"3/3 - 0s - loss: 2.3948e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9840/10000\n",
"3/3 - 0s - loss: 2.1250e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9841/10000\n",
"3/3 - 0s - loss: 1.3942e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9842/10000\n",
"3/3 - 0s - loss: 1.8537e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9843/10000\n",
"3/3 - 0s - loss: 2.6462e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9844/10000\n",
"3/3 - 0s - loss: 3.8454e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9845/10000\n",
"3/3 - 0s - loss: 2.7525e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9846/10000\n",
"3/3 - 0s - loss: 3.1241e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9847/10000\n",
"3/3 - 0s - loss: 2.8387e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9848/10000\n",
"3/3 - 0s - loss: 2.7145e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 9849/10000\n",
"3/3 - 0s - loss: 2.9227e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9850/10000\n",
"3/3 - 0s - loss: 4.6547e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9851/10000\n",
"3/3 - 0s - loss: 9.1576e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9852/10000\n",
"3/3 - 0s - loss: 1.0038e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9853/10000\n",
"3/3 - 0s - loss: 1.3144e-04 - 24ms/epoch - 8ms/step\n",
"Epoch 9854/10000\n",
"3/3 - 0s - loss: 5.7155e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9855/10000\n",
"3/3 - 0s - loss: 6.7623e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9856/10000\n",
"3/3 - 0s - loss: 1.4073e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9857/10000\n",
"3/3 - 0s - loss: 6.5838e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9858/10000\n",
"3/3 - 0s - loss: 8.4057e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9859/10000\n",
"3/3 - 0s - loss: 1.0225e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9860/10000\n",
"3/3 - 0s - loss: 8.6214e-05 - 30ms/epoch - 10ms/step\n",
"Epoch 9861/10000\n",
"3/3 - 0s - loss: 7.7819e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9862/10000\n",
"3/3 - 0s - loss: 8.1602e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9863/10000\n",
"3/3 - 0s - loss: 8.6536e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9864/10000\n",
"3/3 - 0s - loss: 6.3354e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9865/10000\n",
"3/3 - 0s - loss: 4.4428e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9866/10000\n",
"3/3 - 0s - loss: 4.1070e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9867/10000\n",
"3/3 - 0s - loss: 4.6313e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9868/10000\n",
"3/3 - 0s - loss: 5.2481e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9869/10000\n",
"3/3 - 0s - loss: 4.3807e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9870/10000\n",
"3/3 - 0s - loss: 6.0607e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9871/10000\n",
"3/3 - 0s - loss: 1.0932e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 9872/10000\n",
"3/3 - 0s - loss: 1.0025e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9873/10000\n",
"3/3 - 0s - loss: 1.1954e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9874/10000\n",
"3/3 - 0s - loss: 1.4240e-04 - 26ms/epoch - 9ms/step\n",
"Epoch 9875/10000\n",
"3/3 - 0s - loss: 1.4010e-04 - 27ms/epoch - 9ms/step\n",
"Epoch 9876/10000\n",
"3/3 - 0s - loss: 1.4252e-04 - 28ms/epoch - 9ms/step\n",
"Epoch 9877/10000\n",
"3/3 - 0s - loss: 9.8439e-05 - 29ms/epoch - 10ms/step\n",
"Epoch 9878/10000\n",
"3/3 - 0s - loss: 1.1828e-04 - 29ms/epoch - 10ms/step\n",
"Epoch 9879/10000\n",
"3/3 - 0s - loss: 7.8604e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9880/10000\n",
"3/3 - 0s - loss: 7.9217e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9881/10000\n",
"3/3 - 0s - loss: 5.3361e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9882/10000\n",
"3/3 - 0s - loss: 4.1607e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9883/10000\n",
"3/3 - 0s - loss: 3.6713e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9884/10000\n",
"3/3 - 0s - loss: 4.3746e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9885/10000\n",
"3/3 - 0s - loss: 3.8355e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9886/10000\n",
"3/3 - 0s - loss: 5.1681e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9887/10000\n",
"3/3 - 0s - loss: 7.9839e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9888/10000\n",
"3/3 - 0s - loss: 6.4626e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9889/10000\n",
"3/3 - 0s - loss: 5.7120e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9890/10000\n",
"3/3 - 0s - loss: 3.2727e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9891/10000\n",
"3/3 - 0s - loss: 4.4028e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9892/10000\n",
"3/3 - 0s - loss: 7.7100e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9893/10000\n",
"3/3 - 0s - loss: 4.5117e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9894/10000\n",
"3/3 - 0s - loss: 5.6249e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9895/10000\n",
"3/3 - 0s - loss: 4.8798e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9896/10000\n",
"3/3 - 0s - loss: 3.5201e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9897/10000\n",
"3/3 - 0s - loss: 2.6328e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9898/10000\n",
"3/3 - 0s - loss: 1.6201e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9899/10000\n",
"3/3 - 0s - loss: 1.2040e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9900/10000\n",
"3/3 - 0s - loss: 9.6593e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9901/10000\n",
"3/3 - 0s - loss: 6.2291e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9902/10000\n",
"3/3 - 0s - loss: 9.6536e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9903/10000\n",
"3/3 - 0s - loss: 7.1610e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9904/10000\n",
"3/3 - 0s - loss: 5.7650e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9905/10000\n",
"3/3 - 0s - loss: 6.7907e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9906/10000\n",
"3/3 - 0s - loss: 7.1476e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9907/10000\n",
"3/3 - 0s - loss: 7.9166e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9908/10000\n",
"3/3 - 0s - loss: 9.8484e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9909/10000\n",
"3/3 - 0s - loss: 7.8660e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9910/10000\n",
"3/3 - 0s - loss: 6.2774e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9911/10000\n",
"3/3 - 0s - loss: 6.1441e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9912/10000\n",
"3/3 - 0s - loss: 4.9923e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9913/10000\n",
"3/3 - 0s - loss: 6.3738e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9914/10000\n",
"3/3 - 0s - loss: 9.3853e-06 - 29ms/epoch - 10ms/step\n",
"Epoch 9915/10000\n",
"3/3 - 0s - loss: 1.2725e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9916/10000\n",
"3/3 - 0s - loss: 1.9497e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9917/10000\n",
"3/3 - 0s - loss: 2.2760e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9918/10000\n",
"3/3 - 0s - loss: 1.8934e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9919/10000\n",
"3/3 - 0s - loss: 1.8711e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9920/10000\n",
"3/3 - 0s - loss: 1.1088e-05 - 22ms/epoch - 7ms/step\n",
"Epoch 9921/10000\n",
"3/3 - 0s - loss: 7.2448e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9922/10000\n",
"3/3 - 0s - loss: 6.1893e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9923/10000\n",
"3/3 - 0s - loss: 5.5298e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9924/10000\n",
"3/3 - 0s - loss: 5.3685e-06 - 30ms/epoch - 10ms/step\n",
"Epoch 9925/10000\n",
"3/3 - 0s - loss: 6.4226e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9926/10000\n",
"3/3 - 0s - loss: 9.6118e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9927/10000\n",
"3/3 - 0s - loss: 7.1599e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9928/10000\n",
"3/3 - 0s - loss: 8.7348e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9929/10000\n",
"3/3 - 0s - loss: 8.9123e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9930/10000\n",
"3/3 - 0s - loss: 1.1342e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9931/10000\n",
"3/3 - 0s - loss: 7.7229e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9932/10000\n",
"3/3 - 0s - loss: 1.2230e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9933/10000\n",
"3/3 - 0s - loss: 1.4236e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9934/10000\n",
"3/3 - 0s - loss: 1.6555e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9935/10000\n",
"3/3 - 0s - loss: 1.5041e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9936/10000\n",
"3/3 - 0s - loss: 2.2848e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9937/10000\n",
"3/3 - 0s - loss: 2.5405e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9938/10000\n",
"3/3 - 0s - loss: 2.6096e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9939/10000\n",
"3/3 - 0s - loss: 1.9248e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9940/10000\n",
"3/3 - 0s - loss: 1.6287e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9941/10000\n",
"3/3 - 0s - loss: 1.3445e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9942/10000\n",
"3/3 - 0s - loss: 1.4230e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9943/10000\n",
"3/3 - 0s - loss: 1.0765e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9944/10000\n",
"3/3 - 0s - loss: 9.9443e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9945/10000\n",
"3/3 - 0s - loss: 1.1624e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9946/10000\n",
"3/3 - 0s - loss: 1.6421e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9947/10000\n",
"3/3 - 0s - loss: 9.6239e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9948/10000\n",
"3/3 - 0s - loss: 8.0650e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9949/10000\n",
"3/3 - 0s - loss: 6.0613e-06 - 25ms/epoch - 8ms/step\n",
"Epoch 9950/10000\n",
"3/3 - 0s - loss: 4.6365e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9951/10000\n",
"3/3 - 0s - loss: 6.2369e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9952/10000\n",
"3/3 - 0s - loss: 8.1984e-06 - 22ms/epoch - 7ms/step\n",
"Epoch 9953/10000\n",
"3/3 - 0s - loss: 2.2901e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9954/10000\n",
"3/3 - 0s - loss: 3.1237e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9955/10000\n",
"3/3 - 0s - loss: 1.7092e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9956/10000\n",
"3/3 - 0s - loss: 9.3926e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9957/10000\n",
"3/3 - 0s - loss: 6.9198e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9958/10000\n",
"3/3 - 0s - loss: 1.1714e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9959/10000\n",
"3/3 - 0s - loss: 2.6866e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9960/10000\n",
"3/3 - 0s - loss: 5.3823e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9961/10000\n",
"3/3 - 0s - loss: 1.0091e-04 - 25ms/epoch - 8ms/step\n",
"Epoch 9962/10000\n",
"3/3 - 0s - loss: 8.0494e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9963/10000\n",
"3/3 - 0s - loss: 5.3283e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9964/10000\n",
"3/3 - 0s - loss: 3.1189e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9965/10000\n",
"3/3 - 0s - loss: 2.6392e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9966/10000\n",
"3/3 - 0s - loss: 1.4642e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9967/10000\n",
"3/3 - 0s - loss: 1.0818e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9968/10000\n",
"3/3 - 0s - loss: 1.2635e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9969/10000\n",
"3/3 - 0s - loss: 1.8471e-05 - 23ms/epoch - 8ms/step\n",
"Epoch 9970/10000\n",
"3/3 - 0s - loss: 2.5354e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9971/10000\n",
"3/3 - 0s - loss: 1.9695e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9972/10000\n",
"3/3 - 0s - loss: 1.4476e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9973/10000\n",
"3/3 - 0s - loss: 3.2377e-05 - 24ms/epoch - 8ms/step\n",
"Epoch 9974/10000\n",
"3/3 - 0s - loss: 2.7984e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9975/10000\n",
"3/3 - 0s - loss: 1.7568e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9976/10000\n",
"3/3 - 0s - loss: 1.7854e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9977/10000\n",
"3/3 - 0s - loss: 2.3413e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9978/10000\n",
"3/3 - 0s - loss: 2.7826e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9979/10000\n",
"3/3 - 0s - loss: 2.6500e-05 - 25ms/epoch - 8ms/step\n",
"Epoch 9980/10000\n",
"3/3 - 0s - loss: 3.3257e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9981/10000\n",
"3/3 - 0s - loss: 3.7043e-05 - 29ms/epoch - 10ms/step\n",
"Epoch 9982/10000\n",
"3/3 - 0s - loss: 3.6401e-05 - 28ms/epoch - 9ms/step\n",
"Epoch 9983/10000\n",
"3/3 - 0s - loss: 3.0209e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9984/10000\n",
"3/3 - 0s - loss: 2.2369e-05 - 27ms/epoch - 9ms/step\n",
"Epoch 9985/10000\n",
"3/3 - 0s - loss: 2.7625e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9986/10000\n",
"3/3 - 0s - loss: 2.9004e-05 - 26ms/epoch - 9ms/step\n",
"Epoch 9987/10000\n",
"3/3 - 0s - loss: 9.7339e-06 - 29ms/epoch - 10ms/step\n",
"Epoch 9988/10000\n",
"3/3 - 0s - loss: 9.3731e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9989/10000\n",
"3/3 - 0s - loss: 5.1749e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9990/10000\n",
"3/3 - 0s - loss: 5.7899e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9991/10000\n",
"3/3 - 0s - loss: 5.0476e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9992/10000\n",
"3/3 - 0s - loss: 3.5809e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9993/10000\n",
"3/3 - 0s - loss: 3.0240e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9994/10000\n",
"3/3 - 0s - loss: 4.9877e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 9995/10000\n",
"3/3 - 0s - loss: 2.1035e-06 - 26ms/epoch - 9ms/step\n",
"Epoch 9996/10000\n",
"3/3 - 0s - loss: 1.7785e-06 - 23ms/epoch - 8ms/step\n",
"Epoch 9997/10000\n",
"3/3 - 0s - loss: 2.1651e-06 - 27ms/epoch - 9ms/step\n",
"Epoch 9998/10000\n",
"3/3 - 0s - loss: 3.0756e-06 - 28ms/epoch - 9ms/step\n",
"Epoch 9999/10000\n",
"3/3 - 0s - loss: 2.7320e-06 - 24ms/epoch - 8ms/step\n",
"Epoch 10000/10000\n",
"3/3 - 0s - loss: 2.7223e-06 - 26ms/epoch - 9ms/step\n",
"14/14 [==============================] - 0s 3ms/step\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<matplotlib.collections.PathCollection at 0x7ec18019b850>"
]
},
"metadata": {},
"execution_count": 180
},
{
"output_type": "display_data",
"data": {
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
],
"image/png": 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\n"
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
"seconds = time.time()\n",
"print(\"Time in seconds since end of run:\", seconds)\n",
"local_time = time.ctime(seconds)\n",
"print(local_time)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 0
},
"id": "YyOarWssKyjN",
"outputId": "6c0fc42c-e67f-4314-ecec-88cd2548be1b"
},
"execution_count": 181,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Time in seconds since end of run: 1710206618.516772\n",
"Tue Mar 12 01:23:38 2024\n"
]
}
]
}
]
}