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Last active November 3, 2022 04:24
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Tensorflow quickstart tutorial for beginner using GPU
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/zonca/3da7896544da9881fe9081a441964a26/beginner.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "rX8mhOLljYeM"
},
"source": [
"##### Copyright 2019 The TensorFlow Authors."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "BZSlp3DAjdYf"
},
"outputs": [],
"source": [
"#@title Licensed under the Apache License, Version 2.0 (the \"License\");\n",
"# you may not use this file except in compliance with the License.\n",
"# You may obtain a copy of the License at\n",
"#\n",
"# https://www.apache.org/licenses/LICENSE-2.0\n",
"#\n",
"# Unless required by applicable law or agreed to in writing, software\n",
"# distributed under the License is distributed on an \"AS IS\" BASIS,\n",
"# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
"# See the License for the specific language governing permissions and\n",
"# limitations under the License."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "3wF5wszaj97Y"
},
"source": [
"# TensorFlow 2 quickstart for beginners"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "DUNzJc4jTj6G"
},
"source": [
"<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://www.tensorflow.org/tutorials/quickstart/beginner\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/quickstart/beginner.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/docs/blob/master/site/en/tutorials/quickstart/beginner.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View source on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/docs/site/en/tutorials/quickstart/beginner.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
" </td>\n",
"</table>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "04QgGZc9bF5D"
},
"source": [
"This short introduction uses [Keras](https://www.tensorflow.org/guide/keras/overview) to:\n",
"\n",
"1. Load a prebuilt dataset.\n",
"1. Build a neural network machine learning model that classifies images.\n",
"2. Train this neural network.\n",
"3. Evaluate the accuracy of the model."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "hiH7AC-NTniF"
},
"source": [
"This tutorial is a [Google Colaboratory](https://colab.research.google.com/notebooks/welcome.ipynb) notebook. Python programs are run directly in the browser—a great way to learn and use TensorFlow. To follow this tutorial, run the notebook in Google Colab by clicking the button at the top of this page.\n",
"\n",
"1. In Colab, connect to a Python runtime: At the top-right of the menu bar, select *CONNECT*.\n",
"2. Run all the notebook code cells: Select *Runtime* > *Run all*."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "nnrWf3PCEzXL"
},
"source": [
"## Set up TensorFlow\n",
"\n",
"Import TensorFlow into your program to get started:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "0trJmd6DjqBZ",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "59715072-af0a-4c56-f77f-55992b3c599c"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"TensorFlow version: 2.9.2\n"
]
}
],
"source": [
"import tensorflow as tf\n",
"print(\"TensorFlow version:\", tf.__version__)"
]
},
{
"cell_type": "code",
"source": [
"tf.config.list_physical_devices('GPU')"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "BLLoG1V_ctDs",
"outputId": "32c7f329-5486-4f84-9d6d-4641c00f76c3"
},
"execution_count": 2,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"[PhysicalDevice(name='/physical_device:GPU:0', device_type='GPU')]"
]
},
"metadata": {},
"execution_count": 2
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "7NAbSZiaoJ4z"
},
"source": [
"If you are following along in your own development environment, rather than [Colab](https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/tutorials/quickstart/beginner.ipynb), see the [install guide](https://www.tensorflow.org/install) for setting up TensorFlow for development.\n",
"\n",
"Note: Make sure you have upgraded to the latest `pip` to install the TensorFlow 2 package if you are using your own development environment. See the [install guide](https://www.tensorflow.org/install) for details.\n",
"\n",
"## Load a dataset\n",
"\n",
"Load and prepare the [MNIST dataset](http://yann.lecun.com/exdb/mnist/). Convert the sample data from integers to floating-point numbers:"
]
},
{
"cell_type": "code",
"source": [
"tf.debugging.set_log_device_placement(True)\n"
],
"metadata": {
"id": "n2eQkT7udB8v"
},
"execution_count": 3,
"outputs": []
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"id": "7FP5258xjs-v",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "c40e2f1b-98b7-4496-e707-abb6e4f9d5d7"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Downloading data from https://storage.googleapis.com/tensorflow/tf-keras-datasets/mnist.npz\n",
"11490434/11490434 [==============================] - 2s 0us/step\n"
]
}
],
"source": [
"mnist = tf.keras.datasets.mnist\n",
"\n",
"(x_train, y_train), (x_test, y_test) = mnist.load_data()\n",
"x_train, x_test = x_train / 255.0, x_test / 255.0"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "BPZ68wASog_I"
},
"source": [
"## Build a machine learning model\n",
"\n",
"Build a `tf.keras.Sequential` model by stacking layers."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"id": "h3IKyzTCDNGo",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "00ded838-1488-46e1-fca7-eac752563d9e"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op RandomUniform in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Sub in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Mul in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AddV2 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Fill in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op RandomUniform in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Sub in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Mul in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AddV2 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Fill in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n"
]
}
],
"source": [
"model = tf.keras.models.Sequential([\n",
" tf.keras.layers.Flatten(input_shape=(28, 28)),\n",
" tf.keras.layers.Dense(128, activation='relu'),\n",
" tf.keras.layers.Dropout(0.2),\n",
" tf.keras.layers.Dense(10)\n",
"])"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "l2hiez2eIUz8"
},
"source": [
"For each example, the model returns a vector of [logits](https://developers.google.com/machine-learning/glossary#logits) or [log-odds](https://developers.google.com/machine-learning/glossary#log-odds) scores, one for each class."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"id": "OeOrNdnkEEcR",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "0e29d7e1-927f-4cfe-de79-4fb258c546d6"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Cast in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Reshape in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op MatMul in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op BiasAdd in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Relu in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op MatMul in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op BiasAdd in device /job:localhost/replica:0/task:0/device:GPU:0\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"array([[-0.51406586, 0.02258788, -0.15574941, -0.02839278, 0.07620794,\n",
" -0.03015462, 0.19640484, 0.17056203, 0.01233053, 0.01165465]],\n",
" dtype=float32)"
]
},
"metadata": {},
"execution_count": 6
}
],
"source": [
"predictions = model(x_train[:1]).numpy()\n",
"predictions"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "tgjhDQGcIniO"
},
"source": [
"The `tf.nn.softmax` function converts these logits to *probabilities* for each class: "
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"id": "zWSRnQ0WI5eq",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "3d162f4d-cdf2-4972-eb07-2f43ebf1b2ed"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Softmax in device /job:localhost/replica:0/task:0/device:GPU:0\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"array([[0.06025609, 0.10305445, 0.08622155, 0.09793233, 0.10873105,\n",
" 0.09775994, 0.12261806, 0.11948986, 0.10200278, 0.10193386]],\n",
" dtype=float32)"
]
},
"metadata": {},
"execution_count": 7
}
],
"source": [
"tf.nn.softmax(predictions).numpy()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "he5u_okAYS4a"
},
"source": [
"Note: It is possible to bake the `tf.nn.softmax` function into the activation function for the last layer of the network. While this can make the model output more directly interpretable, this approach is discouraged as it's impossible to provide an exact and numerically stable loss calculation for all models when using a softmax output. "
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "hQyugpgRIyrA"
},
"source": [
"Define a loss function for training using `losses.SparseCategoricalCrossentropy`, which takes a vector of logits and a `True` index and returns a scalar loss for each example."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"id": "RSkzdv8MD0tT"
},
"outputs": [],
"source": [
"loss_fn = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "SfR4MsSDU880"
},
"source": [
"This loss is equal to the negative log probability of the true class: The loss is zero if the model is sure of the correct class.\n",
"\n",
"This untrained model gives probabilities close to random (1/10 for each class), so the initial loss should be close to `-tf.math.log(1/10) ~= 2.3`."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"id": "NJWqEVrrJ7ZB",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "6101f2cd-c574-40af-bf63-b4fd05931dae"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Cast in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Shape in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Shape in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op SparseSoftmaxCrossEntropyWithLogits in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Mul in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Sum in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Cast in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Range in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Sum in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op DivNoNan in device /job:localhost/replica:0/task:0/device:GPU:0\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"2.3252404"
]
},
"metadata": {},
"execution_count": 9
}
],
"source": [
"loss_fn(y_train[:1], predictions).numpy()"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ada44eb947d4"
},
"source": [
"Before you start training, configure and compile the model using Keras `Model.compile`. Set the [`optimizer`](https://www.tensorflow.org/api_docs/python/tf/keras/optimizers) class to `adam`, set the `loss` to the `loss_fn` function you defined earlier, and specify a metric to be evaluated for the model by setting the `metrics` parameter to `accuracy`."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"id": "9foNKHzTD2Vo",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "2cddc3ba-0d47-4262-a3ce-817e402ed2fb"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Fill in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Fill in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n"
]
}
],
"source": [
"model.compile(optimizer='adam',\n",
" loss=loss_fn,\n",
" metrics=['accuracy'])"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "ix4mEL65on-w"
},
"source": [
"## Train and evaluate your model\n",
"\n",
"Use the `Model.fit` method to adjust your model parameters and minimize the loss: "
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"id": "y7suUbJXVLqP",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "b57bccdf-6230-43b2-968a-a1a7616cc04b"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1621/1875 [========================>.....] - ETA: 2s - loss: 0.0874 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1629/1875 [=========================>....] - ETA: 2s - loss: 0.0873 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1638/1875 [=========================>....] - ETA: 2s - loss: 0.0876 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1647/1875 [=========================>....] - ETA: 2s - loss: 0.0876 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1656/1875 [=========================>....] - ETA: 2s - loss: 0.0874 - accuracy: 0.9727Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1665/1875 [=========================>....] - ETA: 1s - loss: 0.0875 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1674/1875 [=========================>....] - ETA: 1s - loss: 0.0874 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1683/1875 [=========================>....] - ETA: 1s - loss: 0.0874 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1691/1875 [==========================>...] - ETA: 1s - loss: 0.0873 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1692/1875 [==========================>...] - ETA: 1s - loss: 0.0873 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1699/1875 [==========================>...] - ETA: 1s - loss: 0.0873 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1707/1875 [==========================>...] - ETA: 1s - loss: 0.0873 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1716/1875 [==========================>...] - ETA: 1s - loss: 0.0874 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1724/1875 [==========================>...] - ETA: 1s - loss: 0.0874 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1733/1875 [==========================>...] - ETA: 1s - loss: 0.0876 - accuracy: 0.9725Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1742/1875 [==========================>...] - ETA: 1s - loss: 0.0876 - accuracy: 0.9725Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1751/1875 [===========================>..] - ETA: 1s - loss: 0.0875 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1760/1875 [===========================>..] - ETA: 1s - loss: 0.0876 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1769/1875 [===========================>..] - ETA: 0s - loss: 0.0874 - accuracy: 0.9727Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1772/1875 [===========================>..] - ETA: 0s - loss: 0.0874 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1781/1875 [===========================>..] - ETA: 0s - loss: 0.0871 - accuracy: 0.9727Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1790/1875 [===========================>..] - ETA: 0s - loss: 0.0872 - accuracy: 0.9727Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1798/1875 [===========================>..] - ETA: 0s - loss: 0.0872 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1807/1875 [===========================>..] - ETA: 0s - loss: 0.0871 - accuracy: 0.9726Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1816/1875 [============================>.] - ETA: 0s - loss: 0.0870 - accuracy: 0.9727Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1825/1875 [============================>.] - ETA: 0s - loss: 0.0867 - accuracy: 0.9728Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
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"1832/1875 [============================>.] - ETA: 0s - loss: 0.0867 - accuracy: 0.9728Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
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"1839/1875 [============================>.] - ETA: 0s - loss: 0.0867 - accuracy: 0.9727Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1847/1875 [============================>.] - ETA: 0s - loss: 0.0865 - accuracy: 0.9728Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1852/1875 [============================>.] - ETA: 0s - loss: 0.0866 - accuracy: 0.9728Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1860/1875 [============================>.] - ETA: 0s - loss: 0.0865 - accuracy: 0.9729Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1869/1875 [============================>.] - ETA: 0s - loss: 0.0864 - accuracy: 0.9729Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1875/1875 [==============================] - 18s 9ms/step - loss: 0.0863 - accuracy: 0.9729\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Epoch 5/5\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 1/1875 [..............................] - ETA: 13s - loss: 0.1436 - accuracy: 0.9375Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 10/1875 [..............................] - ETA: 11s - loss: 0.0597 - accuracy: 0.9719Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 18/1875 [..............................] - ETA: 11s - loss: 0.0557 - accuracy: 0.9757Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 26/1875 [..............................] - ETA: 11s - loss: 0.0616 - accuracy: 0.9760Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 34/1875 [..............................] - ETA: 11s - loss: 0.0602 - accuracy: 0.9779Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 43/1875 [..............................] - ETA: 11s - loss: 0.0603 - accuracy: 0.9782Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 52/1875 [..............................] - ETA: 11s - loss: 0.0634 - accuracy: 0.9784Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 54/1875 [..............................] - ETA: 19s - loss: 0.0675 - accuracy: 0.9780Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 61/1875 [..............................] - ETA: 18s - loss: 0.0643 - accuracy: 0.9790Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 69/1875 [>.............................] - ETA: 17s - loss: 0.0637 - accuracy: 0.9801Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 78/1875 [>.............................] - ETA: 16s - loss: 0.0625 - accuracy: 0.9796Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 87/1875 [>.............................] - ETA: 16s - loss: 0.0609 - accuracy: 0.9799Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 96/1875 [>.............................] - ETA: 15s - loss: 0.0622 - accuracy: 0.9798Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 105/1875 [>.............................] - ETA: 14s - loss: 0.0625 - accuracy: 0.9798Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 114/1875 [>.............................] - ETA: 14s - loss: 0.0627 - accuracy: 0.9794Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 123/1875 [>.............................] - ETA: 14s - loss: 0.0612 - accuracy: 0.9802Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 132/1875 [=>............................] - ETA: 13s - loss: 0.0635 - accuracy: 0.9804Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 134/1875 [=>............................] - ETA: 16s - loss: 0.0634 - accuracy: 0.9804Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 143/1875 [=>............................] - ETA: 16s - loss: 0.0622 - accuracy: 0.9808Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 152/1875 [=>............................] - ETA: 16s - loss: 0.0606 - accuracy: 0.9813Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 160/1875 [=>............................] - ETA: 15s - loss: 0.0603 - accuracy: 0.9812Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 169/1875 [=>............................] - ETA: 15s - loss: 0.0598 - accuracy: 0.9813Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 177/1875 [=>............................] - ETA: 15s - loss: 0.0585 - accuracy: 0.9818Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 185/1875 [=>............................] - ETA: 14s - loss: 0.0604 - accuracy: 0.9812Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 192/1875 [==>...........................] - ETA: 14s - loss: 0.0592 - accuracy: 0.9818Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 200/1875 [==>...........................] - ETA: 14s - loss: 0.0601 - accuracy: 0.9814Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 209/1875 [==>...........................] - ETA: 14s - loss: 0.0599 - accuracy: 0.9813Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 214/1875 [==>...........................] - ETA: 15s - loss: 0.0598 - accuracy: 0.9812Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 222/1875 [==>...........................] - ETA: 15s - loss: 0.0606 - accuracy: 0.9804Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 231/1875 [==>...........................] - ETA: 15s - loss: 0.0602 - accuracy: 0.9805Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 240/1875 [==>...........................] - ETA: 14s - loss: 0.0599 - accuracy: 0.9806Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 249/1875 [==>...........................] - ETA: 14s - loss: 0.0605 - accuracy: 0.9809Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 258/1875 [===>..........................] - ETA: 14s - loss: 0.0603 - accuracy: 0.9807Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 267/1875 [===>..........................] - ETA: 14s - loss: 0.0596 - accuracy: 0.9810Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 276/1875 [===>..........................] - ETA: 13s - loss: 0.0614 - accuracy: 0.9805Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 284/1875 [===>..........................] - ETA: 13s - loss: 0.0631 - accuracy: 0.9799Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 293/1875 [===>..........................] - ETA: 13s - loss: 0.0622 - accuracy: 0.9802Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 294/1875 [===>..........................] - ETA: 14s - loss: 0.0621 - accuracy: 0.9802Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 302/1875 [===>..........................] - ETA: 14s - loss: 0.0625 - accuracy: 0.9800Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 311/1875 [===>..........................] - ETA: 14s - loss: 0.0632 - accuracy: 0.9799Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 320/1875 [====>.........................] - ETA: 14s - loss: 0.0633 - accuracy: 0.9799Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 328/1875 [====>.........................] - ETA: 14s - loss: 0.0640 - accuracy: 0.9796Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 337/1875 [====>.........................] - ETA: 13s - loss: 0.0643 - accuracy: 0.9795Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 346/1875 [====>.........................] - ETA: 13s - loss: 0.0649 - accuracy: 0.9794Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 355/1875 [====>.........................] - ETA: 13s - loss: 0.0655 - accuracy: 0.9793Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 364/1875 [====>.........................] - ETA: 13s - loss: 0.0649 - accuracy: 0.9795Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 373/1875 [====>.........................] - ETA: 13s - loss: 0.0652 - accuracy: 0.9794Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 374/1875 [====>.........................] - ETA: 13s - loss: 0.0651 - accuracy: 0.9794Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 383/1875 [=====>........................] - ETA: 13s - loss: 0.0649 - accuracy: 0.9794Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 392/1875 [=====>........................] - ETA: 13s - loss: 0.0657 - accuracy: 0.9793Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 401/1875 [=====>........................] - ETA: 13s - loss: 0.0655 - accuracy: 0.9792Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 410/1875 [=====>........................] - ETA: 13s - loss: 0.0660 - accuracy: 0.9787Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 419/1875 [=====>........................] - ETA: 13s - loss: 0.0660 - accuracy: 0.9786Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 427/1875 [=====>........................] - ETA: 12s - loss: 0.0664 - accuracy: 0.9784Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 857/1875 [============>.................] - ETA: 9s - loss: 0.0708 - accuracy: 0.9772Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 864/1875 [============>.................] - ETA: 9s - loss: 0.0710 - accuracy: 0.9771Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 870/1875 [============>.................] - ETA: 9s - loss: 0.0712 - accuracy: 0.9770Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 879/1875 [=============>................] - ETA: 9s - loss: 0.0717 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 888/1875 [=============>................] - ETA: 9s - loss: 0.0716 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 897/1875 [=============>................] - ETA: 9s - loss: 0.0716 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 906/1875 [=============>................] - ETA: 8s - loss: 0.0723 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 915/1875 [=============>................] - ETA: 8s - loss: 0.0722 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 922/1875 [=============>................] - ETA: 8s - loss: 0.0721 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 929/1875 [=============>................] - ETA: 8s - loss: 0.0721 - accuracy: 0.9768Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 933/1875 [=============>................] - ETA: 8s - loss: 0.0720 - accuracy: 0.9768Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 940/1875 [==============>...............] - ETA: 8s - loss: 0.0719 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 946/1875 [==============>...............] - ETA: 8s - loss: 0.0718 - accuracy: 0.9768Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 951/1875 [==============>...............] - ETA: 8s - loss: 0.0715 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 956/1875 [==============>...............] - ETA: 8s - loss: 0.0716 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 960/1875 [==============>...............] - ETA: 8s - loss: 0.0713 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 967/1875 [==============>...............] - ETA: 8s - loss: 0.0711 - accuracy: 0.9770Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 975/1875 [==============>...............] - ETA: 8s - loss: 0.0713 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 983/1875 [==============>...............] - ETA: 8s - loss: 0.0712 - accuracy: 0.9770Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 991/1875 [==============>...............] - ETA: 8s - loss: 0.0708 - accuracy: 0.9771Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
" 998/1875 [==============>...............] - ETA: 8s - loss: 0.0706 - accuracy: 0.9772Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1003/1875 [===============>..............] - ETA: 8s - loss: 0.0704 - accuracy: 0.9773Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1011/1875 [===============>..............] - ETA: 8s - loss: 0.0709 - accuracy: 0.9772Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1012/1875 [===============>..............] - ETA: 8s - loss: 0.0708 - accuracy: 0.9772Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1061/1875 [===============>..............] - ETA: 7s - loss: 0.0714 - accuracy: 0.9772Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1066/1875 [================>.............] - ETA: 7s - loss: 0.0719 - accuracy: 0.9770Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1067/1875 [================>.............] - ETA: 7s - loss: 0.0718 - accuracy: 0.9770Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1068/1875 [================>.............] - ETA: 7s - loss: 0.0718 - accuracy: 0.9770Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1069/1875 [================>.............] - ETA: 7s - loss: 0.0718 - accuracy: 0.9770Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1070/1875 [================>.............] - ETA: 7s - loss: 0.0718 - accuracy: 0.9770Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1071/1875 [================>.............] - ETA: 7s - loss: 0.0720 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1074/1875 [================>.............] - ETA: 7s - loss: 0.0721 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1077/1875 [================>.............] - ETA: 7s - loss: 0.0723 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1081/1875 [================>.............] - ETA: 7s - loss: 0.0725 - accuracy: 0.9768Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1087/1875 [================>.............] - ETA: 7s - loss: 0.0726 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1089/1875 [================>.............] - ETA: 7s - loss: 0.0726 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1094/1875 [================>.............] - ETA: 7s - loss: 0.0726 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1100/1875 [================>.............] - ETA: 7s - loss: 0.0727 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1107/1875 [================>.............] - ETA: 7s - loss: 0.0727 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1113/1875 [================>.............] - ETA: 7s - loss: 0.0729 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1117/1875 [================>.............] - ETA: 7s - loss: 0.0728 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1120/1875 [================>.............] - ETA: 7s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1121/1875 [================>.............] - ETA: 7s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1123/1875 [================>.............] - ETA: 7s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1125/1875 [=================>............] - ETA: 7s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1130/1875 [=================>............] - ETA: 7s - loss: 0.0730 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1137/1875 [=================>............] - ETA: 7s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1145/1875 [=================>............] - ETA: 7s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1151/1875 [=================>............] - ETA: 7s - loss: 0.0732 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1157/1875 [=================>............] - ETA: 7s - loss: 0.0733 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1165/1875 [=================>............] - ETA: 7s - loss: 0.0734 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1167/1875 [=================>............] - ETA: 7s - loss: 0.0734 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1175/1875 [=================>............] - ETA: 7s - loss: 0.0732 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1180/1875 [=================>............] - ETA: 7s - loss: 0.0733 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1181/1875 [=================>............] - ETA: 7s - loss: 0.0733 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1183/1875 [=================>............] - ETA: 7s - loss: 0.0732 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1185/1875 [=================>............] - ETA: 7s - loss: 0.0732 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1193/1875 [==================>...........] - ETA: 6s - loss: 0.0732 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1201/1875 [==================>...........] - ETA: 6s - loss: 0.0731 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1208/1875 [==================>...........] - ETA: 6s - loss: 0.0730 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1216/1875 [==================>...........] - ETA: 6s - loss: 0.0730 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1224/1875 [==================>...........] - ETA: 6s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1230/1875 [==================>...........] - ETA: 6s - loss: 0.0730 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1236/1875 [==================>...........] - ETA: 6s - loss: 0.0729 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1244/1875 [==================>...........] - ETA: 6s - loss: 0.0729 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1245/1875 [==================>...........] - ETA: 6s - loss: 0.0729 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1253/1875 [===================>..........] - ETA: 6s - loss: 0.0729 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1262/1875 [===================>..........] - ETA: 6s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1270/1875 [===================>..........] - ETA: 6s - loss: 0.0732 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1279/1875 [===================>..........] - ETA: 6s - loss: 0.0732 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1288/1875 [===================>..........] - ETA: 5s - loss: 0.0735 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1296/1875 [===================>..........] - ETA: 5s - loss: 0.0737 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1304/1875 [===================>..........] - ETA: 5s - loss: 0.0736 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1312/1875 [===================>..........] - ETA: 5s - loss: 0.0737 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1319/1875 [====================>.........] - ETA: 5s - loss: 0.0735 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1325/1875 [====================>.........] - ETA: 5s - loss: 0.0735 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1333/1875 [====================>.........] - ETA: 5s - loss: 0.0736 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1341/1875 [====================>.........] - ETA: 5s - loss: 0.0737 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1346/1875 [====================>.........] - ETA: 5s - loss: 0.0735 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1352/1875 [====================>.........] - ETA: 5s - loss: 0.0734 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1357/1875 [====================>.........] - ETA: 5s - loss: 0.0735 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1363/1875 [====================>.........] - ETA: 5s - loss: 0.0736 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1372/1875 [====================>.........] - ETA: 5s - loss: 0.0736 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1380/1875 [=====================>........] - ETA: 5s - loss: 0.0738 - accuracy: 0.9762Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1388/1875 [=====================>........] - ETA: 4s - loss: 0.0737 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1394/1875 [=====================>........] - ETA: 4s - loss: 0.0736 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1402/1875 [=====================>........] - ETA: 4s - loss: 0.0735 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1405/1875 [=====================>........] - ETA: 4s - loss: 0.0735 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1413/1875 [=====================>........] - ETA: 4s - loss: 0.0733 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1421/1875 [=====================>........] - ETA: 4s - loss: 0.0733 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1427/1875 [=====================>........] - ETA: 4s - loss: 0.0731 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1434/1875 [=====================>........] - ETA: 4s - loss: 0.0732 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1440/1875 [======================>.......] - ETA: 4s - loss: 0.0735 - accuracy: 0.9763Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1446/1875 [======================>.......] - ETA: 4s - loss: 0.0735 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1451/1875 [======================>.......] - ETA: 4s - loss: 0.0735 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1458/1875 [======================>.......] - ETA: 4s - loss: 0.0736 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1467/1875 [======================>.......] - ETA: 4s - loss: 0.0738 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1476/1875 [======================>.......] - ETA: 4s - loss: 0.0737 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1484/1875 [======================>.......] - ETA: 3s - loss: 0.0737 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1492/1875 [======================>.......] - ETA: 3s - loss: 0.0735 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1500/1875 [=======================>......] - ETA: 3s - loss: 0.0734 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1508/1875 [=======================>......] - ETA: 3s - loss: 0.0733 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1516/1875 [=======================>......] - ETA: 3s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1524/1875 [=======================>......] - ETA: 3s - loss: 0.0732 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1529/1875 [=======================>......] - ETA: 3s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1532/1875 [=======================>......] - ETA: 3s - loss: 0.0732 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1536/1875 [=======================>......] - ETA: 3s - loss: 0.0733 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1542/1875 [=======================>......] - ETA: 3s - loss: 0.0732 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1549/1875 [=======================>......] - ETA: 3s - loss: 0.0734 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1556/1875 [=======================>......] - ETA: 3s - loss: 0.0735 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1564/1875 [========================>.....] - ETA: 3s - loss: 0.0734 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1571/1875 [========================>.....] - ETA: 3s - loss: 0.0735 - accuracy: 0.9764Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1578/1875 [========================>.....] - ETA: 3s - loss: 0.0733 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1585/1875 [========================>.....] - ETA: 2s - loss: 0.0732 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1590/1875 [========================>.....] - ETA: 2s - loss: 0.0733 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1596/1875 [========================>.....] - ETA: 2s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1603/1875 [========================>.....] - ETA: 2s - loss: 0.0730 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1612/1875 [========================>.....] - ETA: 2s - loss: 0.0729 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1620/1875 [========================>.....] - ETA: 2s - loss: 0.0728 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1628/1875 [=========================>....] - ETA: 2s - loss: 0.0728 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1637/1875 [=========================>....] - ETA: 2s - loss: 0.0727 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1643/1875 [=========================>....] - ETA: 2s - loss: 0.0727 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1651/1875 [=========================>....] - ETA: 2s - loss: 0.0728 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1659/1875 [=========================>....] - ETA: 2s - loss: 0.0727 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1667/1875 [=========================>....] - ETA: 2s - loss: 0.0728 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1675/1875 [=========================>....] - ETA: 2s - loss: 0.0728 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1683/1875 [=========================>....] - ETA: 1s - loss: 0.0729 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1691/1875 [==========================>...] - ETA: 1s - loss: 0.0730 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1699/1875 [==========================>...] - ETA: 1s - loss: 0.0730 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1707/1875 [==========================>...] - ETA: 1s - loss: 0.0730 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1715/1875 [==========================>...] - ETA: 1s - loss: 0.0729 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1723/1875 [==========================>...] - ETA: 1s - loss: 0.0729 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1731/1875 [==========================>...] - ETA: 1s - loss: 0.0729 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1739/1875 [==========================>...] - ETA: 1s - loss: 0.0732 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1747/1875 [==========================>...] - ETA: 1s - loss: 0.0732 - accuracy: 0.9765Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1754/1875 [===========================>..] - ETA: 1s - loss: 0.0733 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1761/1875 [===========================>..] - ETA: 1s - loss: 0.0732 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1766/1875 [===========================>..] - ETA: 1s - loss: 0.0731 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1771/1875 [===========================>..] - ETA: 1s - loss: 0.0731 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1776/1875 [===========================>..] - ETA: 0s - loss: 0.0731 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1780/1875 [===========================>..] - ETA: 0s - loss: 0.0730 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1786/1875 [===========================>..] - ETA: 0s - loss: 0.0733 - accuracy: 0.9766Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1792/1875 [===========================>..] - ETA: 0s - loss: 0.0732 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1799/1875 [===========================>..] - ETA: 0s - loss: 0.0732 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1802/1875 [===========================>..] - ETA: 0s - loss: 0.0731 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1809/1875 [===========================>..] - ETA: 0s - loss: 0.0731 - accuracy: 0.9767Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1817/1875 [============================>.] - ETA: 0s - loss: 0.0729 - accuracy: 0.9768Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1825/1875 [============================>.] - ETA: 0s - loss: 0.0729 - accuracy: 0.9768Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1833/1875 [============================>.] - ETA: 0s - loss: 0.0728 - accuracy: 0.9768Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1840/1875 [============================>.] - ETA: 0s - loss: 0.0729 - accuracy: 0.9768Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1847/1875 [============================>.] - ETA: 0s - loss: 0.0727 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1855/1875 [============================>.] - ETA: 0s - loss: 0.0726 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1862/1875 [============================>.] - ETA: 0s - loss: 0.0728 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1870/1875 [============================>.] - ETA: 0s - loss: 0.0727 - accuracy: 0.9769Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_train_function_635 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"1875/1875 [==============================] - 19s 10ms/step - loss: 0.0725 - accuracy: 0.9770\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<keras.callbacks.History at 0x7f854013da50>"
]
},
"metadata": {},
"execution_count": 11
}
],
"source": [
"model.fit(x_train, y_train, epochs=5)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "4mDAAPFqVVgn"
},
"source": [
"The `Model.evaluate` method checks the models performance, usually on a \"[Validation-set](https://developers.google.com/machine-learning/glossary#validation-set)\" or \"[Test-set](https://developers.google.com/machine-learning/glossary#test-set)\"."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"id": "F7dTAzgHDUh7",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "34884b07-3e26-46af-8d33-712c46300830"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op RangeDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op RepeatDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op MapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op PrefetchDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op FlatMapDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op TensorDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op RepeatDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op ZipDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op ParallelMapDatasetV2 in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op OptionsDataset in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AnonymousIteratorV3 in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op MakeIterator in device /job:localhost/replica:0/task:0/device:CPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op __inference_test_function_38319 in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"313/313 - 3s - loss: 0.0727 - accuracy: 0.9784 - 3s/epoch - 9ms/step\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"[0.0726788267493248, 0.9783999919891357]"
]
},
"metadata": {},
"execution_count": 12
}
],
"source": [
"model.evaluate(x_test, y_test, verbose=2)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "T4JfEh7kvx6m"
},
"source": [
"The image classifier is now trained to ~98% accuracy on this dataset. To learn more, read the [TensorFlow tutorials](https://www.tensorflow.org/tutorials/)."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "Aj8NrlzlJqDG"
},
"source": [
"If you want your model to return a probability, you can wrap the trained model, and attach the softmax to it:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"id": "rYb6DrEH0GMv",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "12091897-36f0-4b23-8318-2b8864a25847"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op VarHandleOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op AssignVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n"
]
}
],
"source": [
"probability_model = tf.keras.Sequential([\n",
" model,\n",
" tf.keras.layers.Softmax()\n",
"])"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"id": "cnqOZtUp1YR_",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "d2841c80-a6d5-4440-b8d3-12e2f19c4bce"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Cast in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op _EagerConst in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Reshape in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op MatMul in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op BiasAdd in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Relu in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Identity in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op MatMul in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op ReadVariableOp in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op BiasAdd in device /job:localhost/replica:0/task:0/device:GPU:0\n",
"Executing op Softmax in device /job:localhost/replica:0/task:0/device:GPU:0\n"
]
},
{
"output_type": "execute_result",
"data": {
"text/plain": [
"<tf.Tensor: shape=(5, 10), dtype=float32, numpy=\n",
"array([[2.5888456e-08, 4.8543308e-10, 2.0722589e-05, 2.9138741e-05,\n",
" 4.8893642e-13, 1.7880971e-08, 1.9278444e-12, 9.9994886e-01,\n",
" 4.9400342e-08, 1.1068697e-06],\n",
" [3.4790712e-06, 3.3648962e-06, 9.9996698e-01, 2.0918107e-05,\n",
" 6.0218893e-13, 4.4228073e-06, 4.1450338e-07, 7.5120764e-14,\n",
" 5.0431419e-07, 1.1372082e-10],\n",
" [1.2758393e-07, 9.9892789e-01, 3.1651420e-04, 1.6569265e-05,\n",
" 6.0007446e-06, 6.4223200e-06, 4.5767800e-05, 6.3153147e-04,\n",
" 4.8494745e-05, 6.3019792e-07],\n",
" [9.9978608e-01, 8.5197399e-10, 1.7652952e-04, 3.8906759e-08,\n",
" 7.7489190e-08, 6.0198653e-07, 7.5828048e-06, 2.7544504e-05,\n",
" 4.2701847e-09, 1.7027638e-06],\n",
" [2.9480665e-07, 1.7239000e-08, 1.5143723e-06, 6.5021180e-09,\n",
" 9.9912232e-01, 2.2544958e-08, 4.8033613e-08, 1.3016173e-05,\n",
" 9.6493494e-08, 8.6268241e-04]], dtype=float32)>"
]
},
"metadata": {},
"execution_count": 14
}
],
"source": [
"probability_model(x_test[:5])"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "-47O6_GLdRuT"
},
"source": [
"## Conclusion\n",
"\n",
"Congratulations! You have trained a machine learning model using a prebuilt dataset using the [Keras](https://www.tensorflow.org/guide/keras/overview) API.\n",
"\n",
"For more examples of using Keras, check out the [tutorials](https://www.tensorflow.org/tutorials/keras/). To learn more about building models with Keras, read the [guides](https://www.tensorflow.org/guide/keras). If you want learn more about loading and preparing data, see the tutorials on [image data loading](https://www.tensorflow.org/tutorials/load_data/images) or [CSV data loading](https://www.tensorflow.org/tutorials/load_data/csv).\n"
]
}
],
"metadata": {
"colab": {
"collapsed_sections": [
"rX8mhOLljYeM"
],
"name": "beginner.ipynb",
"toc_visible": true,
"provenance": [],
"include_colab_link": true
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"accelerator": "GPU",
"gpuClass": "standard"
},
"nbformat": 4,
"nbformat_minor": 0
}
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