{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "TBFXQGKYUc4X" }, "source": [ "##### Copyright 2018 The TensorFlow Authors." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "cellView": "form", "execution": { "iopub.execute_input": "2024-01-11T22:28:46.671708Z", "iopub.status.busy": "2024-01-11T22:28:46.671120Z", "iopub.status.idle": "2024-01-11T22:28:46.674690Z", "shell.execute_reply": "2024-01-11T22:28:46.674109Z" }, "id": "1z4xy2gTUc4a" }, "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": "FE7KNzPPVrVV" }, "source": [ "# Image classification" ] }, { "cell_type": "markdown", "metadata": { "id": "KwQtSOz0VrVX" }, "source": [ "\n", " \n", " \n", " \n", " \n", "
TensorFlow.org で表示 Google Colab で実行 GitHub でソースを表示 ノートブックをダウンロード
" ] }, { "cell_type": "markdown", "metadata": { "id": "gN7G9GFmVrVY" }, "source": [ "このチュートリアルでは、`tf.keras.Sequential` モデルを使用して花の画像を分類し、`tf.keras.utils.image_dataset_from_directory` を使用してデータを読み込む方法を示します。このチュートリアルでは、次の概念を実際に見ていきます。\n", "\n", "- ディスク上のデータセットを効率的に読み込みます。\n", "- 過学習を識別し、データ拡張やドロップアウトなどテクニックを使用して過学習を防ぎます。\n", "\n", "このチュートリアルは、基本的な機械学習のワークフローに従います。\n", "\n", "1. データの調査及び理解\n", "2. 入力パイプラインの構築\n", "3. モデルの構築\n", "4. モデルの学習\n", "5. モデルのテスト\n", "6. モデルの改善とプロセスの繰り返し\n", "\n", "さらに、このノートブックは、[保存されたモデル](../../../guide/saved_model.ipynb)を、モバイルデバイス、組み込みデバイス、IoT デバイスでのオンデバイス機械学習用の [TensorFlow Lite](https://www.tensorflow.org/lite/) モデルに変換する方法を実演します。" ] }, { "cell_type": "markdown", "metadata": { "id": "zF9uvbXNVrVY" }, "source": [ "## セットアップ\n", "\n", "TensorFlow とその他の必要なライブラリをインポートします。" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:46.678103Z", "iopub.status.busy": "2024-01-11T22:28:46.677681Z", "iopub.status.idle": "2024-01-11T22:28:49.276358Z", "shell.execute_reply": "2024-01-11T22:28:49.275640Z" }, "id": "L1WtoaOHVrVh" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-01-11 22:28:47.421235: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n", "2024-01-11 22:28:47.421277: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n", "2024-01-11 22:28:47.422793: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import PIL\n", "import tensorflow as tf\n", "\n", "from tensorflow import keras\n", "from tensorflow.keras import layers\n", "from tensorflow.keras.models import Sequential" ] }, { "cell_type": "markdown", "metadata": { "id": "UZZI6lNkVrVm" }, "source": [ "## データセットをダウンロードして調査する" ] }, { "cell_type": "markdown", "metadata": { "id": "DPHx8-t-VrVo" }, "source": [ "このチュートリアルでは、約3,700枚の花の写真のデータセットを使用します。データセットには、クラスごとに1つずつ、5 つのサブディレクトリが含まれています。\n", "\n", "```\n", "flower_photo/\n", " daisy/\n", " dandelion/\n", " roses/\n", " sunflowers/\n", " tulips/\n", "```" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:49.281269Z", "iopub.status.busy": "2024-01-11T22:28:49.280493Z", "iopub.status.idle": "2024-01-11T22:28:52.817508Z", "shell.execute_reply": "2024-01-11T22:28:52.816664Z" }, "id": "57CcilYSG0zv" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading data from https://storage.googleapis.com/download.tensorflow.org/example_images/flower_photos.tgz\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 8192/228813984 [..............................] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 8396800/228813984 [>.............................] - ETA: 2s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 19243008/228813984 [=>............................] - ETA: 1s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 27983872/228813984 [==>...........................] - ETA: 1s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 39141376/228813984 [====>.........................] - ETA: 1s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 49414144/228813984 [=====>........................] - ETA: 1s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 60465152/228813984 [======>.......................] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 68018176/228813984 [=======>......................] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 77029376/228813984 [=========>....................] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 83525632/228813984 [=========>....................] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 94896128/228813984 [===========>..................] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "104398848/228813984 [============>.................] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "114163712/228813984 [=============>................] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "121430016/228813984 [==============>...............] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "131588096/228813984 [================>.............] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "143597568/228813984 [=================>............] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "154443776/228813984 [===================>..........] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "164323328/228813984 [====================>.........] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "176193536/228813984 [======================>.......] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "189128704/228813984 [=======================>......] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "200892416/228813984 [=========================>....] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "213917696/228813984 [===========================>..] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "226140160/228813984 [============================>.] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "228813984/228813984 [==============================] - 1s 0us/step\n" ] } ], "source": [ "import pathlib\n", "\n", "dataset_url = \"https://storage.googleapis.com/download.tensorflow.org/example_images/flower_photos.tgz\"\n", "data_dir = tf.keras.utils.get_file('flower_photos.tar', origin=dataset_url, extract=True)\n", "data_dir = pathlib.Path(data_dir).with_suffix('')" ] }, { "cell_type": "markdown", "metadata": { "id": "VpmywIlsVrVx" }, "source": [ "ダウンロード後、データセットのコピーが利用できるようになります。合計3,670枚の画像があります。" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:52.822015Z", "iopub.status.busy": "2024-01-11T22:28:52.821402Z", "iopub.status.idle": "2024-01-11T22:28:52.835499Z", "shell.execute_reply": "2024-01-11T22:28:52.834897Z" }, "id": "SbtTDYhOHZb6" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3670\n" ] } ], "source": [ "image_count = len(list(data_dir.glob('*/*.jpg')))\n", "print(image_count)" ] }, { "cell_type": "markdown", "metadata": { "id": "PVmwkOSdHZ5A" }, "source": [ "バラの画像です。" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:52.838792Z", "iopub.status.busy": "2024-01-11T22:28:52.838240Z", "iopub.status.idle": "2024-01-11T22:28:52.870145Z", "shell.execute_reply": "2024-01-11T22:28:52.869473Z" }, "id": "N1loMlbYHeiJ" }, "outputs": [ { "data": { "image/jpeg": "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", "image/png": "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", "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "roses = list(data_dir.glob('roses/*'))\n", "PIL.Image.open(str(roses[0]))" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:52.874600Z", "iopub.status.busy": "2024-01-11T22:28:52.874129Z", "iopub.status.idle": "2024-01-11T22:28:52.893337Z", "shell.execute_reply": "2024-01-11T22:28:52.892751Z" }, "id": "RQbZBOTLHiUP" }, "outputs": [ { "data": { "image/jpeg": "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", "image/png": "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", "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PIL.Image.open(str(roses[1]))" ] }, { "cell_type": "markdown", "metadata": { "id": "DGEqiBbRHnyI" }, "source": [ "チューリップの画像です。" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:52.897405Z", "iopub.status.busy": "2024-01-11T22:28:52.896965Z", "iopub.status.idle": "2024-01-11T22:28:52.913184Z", "shell.execute_reply": "2024-01-11T22:28:52.912592Z" }, "id": "HyQkfPGdHilw" }, "outputs": [ { "data": { "image/jpeg": "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", "image/png": "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", "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tulips = list(data_dir.glob('tulips/*'))\n", "PIL.Image.open(str(tulips[0]))" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:52.916933Z", "iopub.status.busy": "2024-01-11T22:28:52.916340Z", "iopub.status.idle": "2024-01-11T22:28:52.952294Z", "shell.execute_reply": "2024-01-11T22:28:52.951715Z" }, "id": "wtlhWJPAHivf" }, "outputs": [ { "data": { "image/jpeg": "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", "image/png": "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", "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PIL.Image.open(str(tulips[1]))" ] }, { "cell_type": "markdown", "metadata": { "id": "gIjgz7_JIo_m" }, "source": [ "## Keras ユーティリティを使用してデータを読み込む\n", "\n", "次に、便利な image_dataset_from_directory ユーティリティを使用して、これらの画像をディスクから読み込みます。これにより、数行のコードでディスク上の画像のディレクトリから `tf.data.Dataset`に移動します。また、[画像を読み込んで前処理する](../load_data/images.ipynb)チュートリアルにアクセスして、独自のデータ読み込みコードを最初から作成することもできます。" ] }, { "cell_type": "markdown", "metadata": { "id": "xyDNn9MbIzfT" }, "source": [ "### データセットを作成する" ] }, { "cell_type": "markdown", "metadata": { "id": "anqiK_AGI086" }, "source": [ "ローダーのいくつかのパラメーターを定義します。" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:52.958774Z", "iopub.status.busy": "2024-01-11T22:28:52.958174Z", "iopub.status.idle": "2024-01-11T22:28:52.961388Z", "shell.execute_reply": "2024-01-11T22:28:52.960794Z" }, "id": "H74l2DoDI2XD" }, "outputs": [], "source": [ "batch_size = 32\n", "img_height = 180\n", "img_width = 180" ] }, { "cell_type": "markdown", "metadata": { "id": "pFBhRrrEI49z" }, "source": [ "モデルを開発するときは、検証分割を使用することをお勧めします。ここでは、画像の 80% をトレーニングに使用し、20% を検証に使用します。" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:52.964747Z", "iopub.status.busy": "2024-01-11T22:28:52.964181Z", "iopub.status.idle": "2024-01-11T22:28:56.376951Z", "shell.execute_reply": "2024-01-11T22:28:56.376214Z" }, "id": "fIR0kRZiI_AT" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 3670 files belonging to 5 classes.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Using 2936 files for training.\n" ] } ], "source": [ "train_ds = tf.keras.utils.image_dataset_from_directory(\n", " data_dir,\n", " validation_split=0.2,\n", " subset=\"training\",\n", " seed=123,\n", " image_size=(img_height, img_width),\n", " batch_size=batch_size)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:56.381022Z", "iopub.status.busy": "2024-01-11T22:28:56.380770Z", "iopub.status.idle": "2024-01-11T22:28:56.537355Z", "shell.execute_reply": "2024-01-11T22:28:56.536729Z" }, "id": "iscU3UoVJBXj" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Found 3670 files belonging to 5 classes.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Using 734 files for validation.\n" ] } ], "source": [ "val_ds = tf.keras.utils.image_dataset_from_directory(\n", " data_dir,\n", " validation_split=0.2,\n", " subset=\"validation\",\n", " seed=123,\n", " image_size=(img_height, img_width),\n", " batch_size=batch_size)" ] }, { "cell_type": "markdown", "metadata": { "id": "WLQULyAvJC3X" }, "source": [ "クラス名は、これらのデータセットの`class_names`属性にあります。 これらはアルファベット順にディレクトリ名に対応します。" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:56.541033Z", "iopub.status.busy": "2024-01-11T22:28:56.540439Z", "iopub.status.idle": "2024-01-11T22:28:56.544052Z", "shell.execute_reply": "2024-01-11T22:28:56.543469Z" }, "id": "ZHAxkHX5JD3k" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['daisy', 'dandelion', 'roses', 'sunflowers', 'tulips']\n" ] } ], "source": [ "class_names = train_ds.class_names\n", "print(class_names)" ] }, { "cell_type": "markdown", "metadata": { "id": "_uoVvxSLJW9m" }, "source": [ "## データを視覚化する\n", "\n", "以下はトレーニングデータセットの最初の 9 枚の画像です。" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:56.547134Z", "iopub.status.busy": "2024-01-11T22:28:56.546763Z", "iopub.status.idle": "2024-01-11T22:28:57.452854Z", "shell.execute_reply": "2024-01-11T22:28:57.452155Z" }, "id": "wBmEA9c0JYes" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "plt.figure(figsize=(10, 10))\n", "for images, labels in train_ds.take(1):\n", " for i in range(9):\n", " ax = plt.subplot(3, 3, i + 1)\n", " plt.imshow(images[i].numpy().astype(\"uint8\"))\n", " plt.title(class_names[labels[i]])\n", " plt.axis(\"off\")" ] }, { "cell_type": "markdown", "metadata": { "id": "5M6BXtXFJdW0" }, "source": [ "これらのデータセットを Keras `Model.fit` に渡すことで、モデルをトレーニングできます(このチュートリアルの後の方で説明しています)。また、手動でデータセットを反復し、画像のバッチを取得することもできます。" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:57.467674Z", "iopub.status.busy": "2024-01-11T22:28:57.466977Z", "iopub.status.idle": "2024-01-11T22:28:57.537396Z", "shell.execute_reply": "2024-01-11T22:28:57.536534Z" }, "id": "2-MfMoenJi8s" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(32, 180, 180, 3)\n", "(32,)\n" ] } ], "source": [ "for image_batch, labels_batch in train_ds:\n", " print(image_batch.shape)\n", " print(labels_batch.shape)\n", " break" ] }, { "cell_type": "markdown", "metadata": { "id": "Wj4FrKxxJkoW" }, "source": [ "`image_batch`は、形状`(32, 180, 180, 3)`のテンソルです。これは、形状`180x180x3`の 32 枚の画像のバッチです(最後の次元はカラーチャンネル RGB を参照します)。`label_batch`は、形状`(32,)`のテンソルであり、これらは 32 枚の画像に対応するラベルです。\n", "\n", "`image_batch`および`labels_batch`テンソルで`.numpy()`を呼び出して、それらを`numpy.ndarray`に変換できます。\n" ] }, { "cell_type": "markdown", "metadata": { "id": "4Dr0at41KcAU" }, "source": [ "## データセットを構成してパフォーマンスを改善する\n", "\n", "I/O がブロックされることなくディスクからデータを取得できるように、必ずバッファ付きプリフェッチを使用します。これらは、データを読み込むときに使用する必要がある 2 つの重要な方法です。\n", "\n", "- `Dataset.cache()`は、最初のエポック中に画像をディスクから読み込んだ後、メモリに保持します。これにより、モデルのトレーニング中にデータセットがボトルネックになることを回避できます。データセットが大きすぎてメモリに収まらない場合は、この方法を使用して、パフォーマンスの高いオンディスクキャッシュを作成することもできます。\n", "- `Dataset.prefetch` はトレーニング中にデータの前処理とモデルの実行をオーバーラップさせます。\n", "\n", "以上の 2 つの方法とデータをディスクにキャッシュする方法についての詳細は、データパフォーマンスガイドプリフェッチを参照してください。" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:57.541579Z", "iopub.status.busy": "2024-01-11T22:28:57.540821Z", "iopub.status.idle": "2024-01-11T22:28:57.553986Z", "shell.execute_reply": "2024-01-11T22:28:57.553241Z" }, "id": "nOjJSm7DKoZA" }, "outputs": [], "source": [ "AUTOTUNE = tf.data.AUTOTUNE\n", "\n", "train_ds = train_ds.cache().shuffle(1000).prefetch(buffer_size=AUTOTUNE)\n", "val_ds = val_ds.cache().prefetch(buffer_size=AUTOTUNE)" ] }, { "cell_type": "markdown", "metadata": { "id": "8GUnmPF4JvEf" }, "source": [ "## データを標準化する" ] }, { "cell_type": "markdown", "metadata": { "id": "e56VXHMWJxYT" }, "source": [ "RGB チャネル値は `[0, 255]` の範囲にあり、ニューラルネットワークには理想的ではありません。一般に、入力値は小さくする必要があります。\n", "\n", "ここでは、`tf.keras.layers.Rescaling` を使用して、値を `[0, 1]` の範囲に標準化します。" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:57.557359Z", "iopub.status.busy": "2024-01-11T22:28:57.557015Z", "iopub.status.idle": "2024-01-11T22:28:57.564734Z", "shell.execute_reply": "2024-01-11T22:28:57.564096Z" }, "id": "PEYxo2CTJvY9" }, "outputs": [], "source": [ "normalization_layer = layers.Rescaling(1./255)" ] }, { "cell_type": "markdown", "metadata": { "id": "Bl4RmanbJ4g0" }, "source": [ "このレイヤーを使用するには 2 つの方法があります。`Dataset.map` を呼び出すことにより、データセットに適用できます。" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:57.567994Z", "iopub.status.busy": "2024-01-11T22:28:57.567772Z", "iopub.status.idle": "2024-01-11T22:28:58.032903Z", "shell.execute_reply": "2024-01-11T22:28:58.032096Z" }, "id": "X9o9ESaJJ502" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.0 1.0\n" ] } ], "source": [ "normalized_ds = train_ds.map(lambda x, y: (normalization_layer(x), y))\n", "image_batch, labels_batch = next(iter(normalized_ds))\n", "first_image = image_batch[0]\n", "# Notice the pixel values are now in `[0,1]`.\n", "print(np.min(first_image), np.max(first_image))" ] }, { "cell_type": "markdown", "metadata": { "id": "XWEOmRSBJ9J8" }, "source": [ "または、モデル定義内にレイヤーを含めることができます。これにより、デプロイメントを簡素化できます。 ここでは 2 番目のアプローチを使用します。" ] }, { "cell_type": "markdown", "metadata": { "id": "XsRk1xCwKZR4" }, "source": [ "注意: 以前は、`tf.keras.utils.image_dataset_from_directory` の `image_size` 引数を使用して画像のサイズを変更しました。モデルにサイズ変更ロジックも含める場合は、`tf.keras.layers.Resizing` レイヤーを使用できます。" ] }, { "cell_type": "markdown", "metadata": { "id": "WcUTyDOPKucd" }, "source": [ "## 基本的な Keras モデル\n", "\n", "### モデルを作成する\n", "\n", "[Sequential](https://www.tensorflow.org/guide/keras/sequential_model) モデルは、それぞれに最大プールレイヤー (`tf.keras.layers.MaxPooling2D`)を持つ 3 つの畳み込みブロック(`tf.keras.layers.Conv2D`)で構成されます。ReLU 活性化関数(`'relu'`)により活性化されたユニットが 128 個ある完全に接続されたレイヤー (`tf.keras.layers.Dense`)があります。このチュートリアルの目的は、標準的なアプローチを示すことなので、このモデルは高精度に調整されていません。" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:58.037032Z", "iopub.status.busy": "2024-01-11T22:28:58.036529Z", "iopub.status.idle": "2024-01-11T22:28:58.136951Z", "shell.execute_reply": "2024-01-11T22:28:58.136283Z" }, "id": "QR6argA1K074" }, "outputs": [], "source": [ "num_classes = len(class_names)\n", "\n", "model = Sequential([\n", " layers.Rescaling(1./255, input_shape=(img_height, img_width, 3)),\n", " layers.Conv2D(16, 3, padding='same', activation='relu'),\n", " layers.MaxPooling2D(),\n", " layers.Conv2D(32, 3, padding='same', activation='relu'),\n", " layers.MaxPooling2D(),\n", " layers.Conv2D(64, 3, padding='same', activation='relu'),\n", " layers.MaxPooling2D(),\n", " layers.Flatten(),\n", " layers.Dense(128, activation='relu'),\n", " layers.Dense(num_classes)\n", "])" ] }, { "cell_type": "markdown", "metadata": { "id": "EaKFzz72Lqpg" }, "source": [ "### モデルをコンパイルする\n", "\n", "このチュートリアルでは、`tf.keras.optimizers.Adam` オプティマイザと`tf.keras.losses.SparseCategoricalCrossentropy` 損失関数を選択します。各トレーニングエポックのトレーニングと検証の精度を表示するには、`Model.compile` に `metrics` 引数を渡します。" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:58.140802Z", "iopub.status.busy": "2024-01-11T22:28:58.140111Z", "iopub.status.idle": "2024-01-11T22:28:58.285071Z", "shell.execute_reply": "2024-01-11T22:28:58.284384Z" }, "id": "jloGNS1MLx3A" }, "outputs": [], "source": [ "model.compile(optimizer='adam',\n", " loss=tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True),\n", " metrics=['accuracy'])" ] }, { "cell_type": "markdown", "metadata": { "id": "aMJ4DnuJL55A" }, "source": [ "### モデルの概要\n", "\n", "Keras の `Model.summary` メソッドを使用して、ネットワークのすべてのレイヤーを表示します。" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:58.289281Z", "iopub.status.busy": "2024-01-11T22:28:58.288630Z", "iopub.status.idle": "2024-01-11T22:28:58.308899Z", "shell.execute_reply": "2024-01-11T22:28:58.308292Z" }, "id": "llLYH-BXL7Xe" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model: \"sequential\"\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "_________________________________________________________________\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " Layer (type) Output Shape Param # \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "=================================================================\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " rescaling_1 (Rescaling) (None, 180, 180, 3) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " conv2d (Conv2D) (None, 180, 180, 16) 448 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " max_pooling2d (MaxPooling2 (None, 90, 90, 16) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " D) \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " conv2d_1 (Conv2D) (None, 90, 90, 32) 4640 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " max_pooling2d_1 (MaxPoolin (None, 45, 45, 32) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " g2D) \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " conv2d_2 (Conv2D) (None, 45, 45, 64) 18496 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " max_pooling2d_2 (MaxPoolin (None, 22, 22, 64) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " g2D) \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " flatten (Flatten) (None, 30976) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " dense (Dense) (None, 128) 3965056 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " dense_1 (Dense) (None, 5) 645 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "=================================================================\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Total params: 3989285 (15.22 MB)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Trainable params: 3989285 (15.22 MB)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Non-trainable params: 0 (0.00 Byte)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "_________________________________________________________________\n" ] } ], "source": [ "model.summary()" ] }, { "cell_type": "markdown", "metadata": { "id": "NiYHcbvaL9H-" }, "source": [ "### モデルをトレーニングする" ] }, { "cell_type": "markdown", "metadata": { "id": "j30F69T4sIVN" }, "source": [ "Keras `Model.fit` メソッドを使用して、10 エポックのモデルをトレーニングします。" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:28:58.320801Z", "iopub.status.busy": "2024-01-11T22:28:58.320088Z", "iopub.status.idle": "2024-01-11T22:29:22.519898Z", "shell.execute_reply": "2024-01-11T22:29:22.518998Z" }, "id": "5fWToCqYMErH" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 1/10\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n", "I0000 00:00:1705012140.129092 1029321 device_compiler.h:186] Compiled cluster using XLA! This line is logged at most once for the lifetime of the process.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 5:21 - loss: 1.6652 - accuracy: 0.0938" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 2.2735 - accuracy: 0.1797 " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 2.0028 - accuracy: 0.2009" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 1.9042 - accuracy: 0.1969" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 1.8261 - accuracy: 0.2163" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 1.7759 - accuracy: 0.2227" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 1.7441 - accuracy: 0.2368" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 1.7045 - accuracy: 0.2557" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 1.6729 - accuracy: 0.2688" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 1.6526 - accuracy: 0.2824" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 1.6318 - accuracy: 0.2833" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 1.6022 - accuracy: 0.3006" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 1.5863 - accuracy: 0.3091" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 2s - loss: 1.5757 - accuracy: 0.3105" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "42/92 [============>.................] - ETA: 1s - loss: 1.5592 - accuracy: 0.3189" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 1.5386 - accuracy: 0.3275" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "48/92 [==============>...............] - ETA: 1s - loss: 1.5185 - accuracy: 0.3351" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "51/92 [===============>..............] - ETA: 1s - loss: 1.4955 - accuracy: 0.3436" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 1s - loss: 1.4701 - accuracy: 0.3535" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "57/92 [=================>............] - ETA: 1s - loss: 1.4531 - accuracy: 0.3640" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 1s - loss: 1.4349 - accuracy: 0.3734" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "63/92 [===================>..........] - ETA: 0s - loss: 1.4255 - accuracy: 0.3825" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 1.4132 - accuracy: 0.3864" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "69/92 [=====================>........] - ETA: 0s - loss: 1.3992 - accuracy: 0.3945" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 1.3925 - accuracy: 0.3981" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "75/92 [=======================>......] - ETA: 0s - loss: 1.3824 - accuracy: 0.4038" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 1.3782 - accuracy: 0.4072" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "81/92 [=========================>....] - ETA: 0s - loss: 1.3699 - accuracy: 0.4129" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 1.3600 - accuracy: 0.4175" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "87/92 [===========================>..] - ETA: 0s - loss: 1.3543 - accuracy: 0.4207" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 1.3445 - accuracy: 0.4241" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 7s 35ms/step - loss: 1.3368 - accuracy: 0.4268 - val_loss: 1.1183 - val_accuracy: 0.5422\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 2/10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 1s - loss: 0.9989 - accuracy: 0.6250" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 1.0665 - accuracy: 0.6016" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 1.0228 - accuracy: 0.5804" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 1.0440 - accuracy: 0.5688" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 1.0557 - accuracy: 0.5721" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 1.0721 - accuracy: 0.5684" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 1.0545 - accuracy: 0.5850" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 1.0429 - accuracy: 0.5991" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 1.0441 - accuracy: 0.6035" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 1.0350 - accuracy: 0.6025" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 1.0265 - accuracy: 0.5996" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 1.0211 - accuracy: 0.6028" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 1.0304 - accuracy: 0.6012" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 0s - loss: 1.0155 - accuracy: 0.6077" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 0s - loss: 1.0167 - accuracy: 0.6104" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 0s - loss: 1.0197 - accuracy: 0.6086" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 0s - loss: 1.0209 - accuracy: 0.6083" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 0s - loss: 1.0113 - accuracy: 0.6105" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 1.0037 - accuracy: 0.6164" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 1.0080 - accuracy: 0.6153" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 1.0056 - accuracy: 0.6142" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 1.0096 - accuracy: 0.6113" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 1.0064 - accuracy: 0.6119" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 1.0077 - accuracy: 0.6111" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 1.0022 - accuracy: 0.6130" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.9977 - accuracy: 0.6176" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 0.9930 - accuracy: 0.6206" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.9848 - accuracy: 0.6250" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "85/92 [==========================>...] - ETA: 0s - loss: 0.9786 - accuracy: 0.6272" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.9795 - accuracy: 0.6264" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "91/92 [============================>.] - ETA: 0s - loss: 0.9827 - accuracy: 0.6240" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 2s 21ms/step - loss: 0.9825 - accuracy: 0.6250 - val_loss: 0.9808 - val_accuracy: 0.6076\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 3/10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 1s - loss: 0.8039 - accuracy: 0.6562" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 0.7281 - accuracy: 0.7266" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 0.7282 - accuracy: 0.7321" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 0.7458 - accuracy: 0.7219" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 0.7506 - accuracy: 0.7091" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.7644 - accuracy: 0.6895" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.7668 - accuracy: 0.7007" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.7650 - accuracy: 0.7060" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.7570 - accuracy: 0.7138" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.7732 - accuracy: 0.6993" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.7680 - accuracy: 0.7002" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.7695 - accuracy: 0.7019" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.7624 - accuracy: 0.7075" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 0s - loss: 0.7789 - accuracy: 0.6965" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 0s - loss: 0.7861 - accuracy: 0.6959" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 0s - loss: 0.7858 - accuracy: 0.6954" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 0s - loss: 0.7865 - accuracy: 0.6949" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 0s - loss: 0.7873 - accuracy: 0.6932" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.7894 - accuracy: 0.6952" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.7862 - accuracy: 0.6964" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.7871 - accuracy: 0.6991" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.7852 - accuracy: 0.7005" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.7867 - accuracy: 0.7004" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.7858 - accuracy: 0.7003" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 0.7878 - accuracy: 0.7002" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.7897 - accuracy: 0.6993" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 0.7886 - accuracy: 0.6996" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.7866 - accuracy: 0.6999" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "85/92 [==========================>...] - ETA: 0s - loss: 0.7863 - accuracy: 0.7002" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.7805 - accuracy: 0.7037" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "91/92 [============================>.] - ETA: 0s - loss: 0.7811 - accuracy: 0.7025" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 2s 21ms/step - loss: 0.7777 - accuracy: 0.7044 - val_loss: 0.9365 - val_accuracy: 0.6580\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 4/10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 1s - loss: 0.4837 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 0.6034 - accuracy: 0.7891" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 0.6194 - accuracy: 0.7991" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 0.5773 - accuracy: 0.8000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 0.6002 - accuracy: 0.7885" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.5721 - accuracy: 0.8086" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.5603 - accuracy: 0.8207" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.5546 - accuracy: 0.8168" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.5604 - accuracy: 0.8093" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.5674 - accuracy: 0.8018" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.5819 - accuracy: 0.7947" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.5803 - accuracy: 0.7926" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.5778 - accuracy: 0.7968" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 0s - loss: 0.5711 - accuracy: 0.7964" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 0s - loss: 0.5722 - accuracy: 0.7961" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 0s - loss: 0.5726 - accuracy: 0.7944" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 0s - loss: 0.5726 - accuracy: 0.7936" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 0s - loss: 0.5697 - accuracy: 0.7941" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.5662 - accuracy: 0.7934" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.5640 - accuracy: 0.7938" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.5629 - accuracy: 0.7922" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.5682 - accuracy: 0.7902" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.5674 - accuracy: 0.7912" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.5673 - accuracy: 0.7921" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 0.5686 - accuracy: 0.7912" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.5687 - accuracy: 0.7900" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 0.5692 - accuracy: 0.7909" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.5730 - accuracy: 0.7901" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "85/92 [==========================>...] - ETA: 0s - loss: 0.5747 - accuracy: 0.7898" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.5733 - accuracy: 0.7906" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "91/92 [============================>.] - ETA: 0s - loss: 0.5729 - accuracy: 0.7913" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 2s 21ms/step - loss: 0.5722 - accuracy: 0.7916 - val_loss: 0.9991 - val_accuracy: 0.6417\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 5/10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 1s - loss: 0.4782 - accuracy: 0.8438" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 0.4045 - accuracy: 0.8516" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 0.3576 - accuracy: 0.8839" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 0.3578 - accuracy: 0.8719" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 0.3209 - accuracy: 0.8870" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.3250 - accuracy: 0.8848" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.3433 - accuracy: 0.8734" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.3645 - accuracy: 0.8636" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.3611 - accuracy: 0.8650" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.3591 - accuracy: 0.8650" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.3671 - accuracy: 0.8669" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.3647 - accuracy: 0.8676" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.3676 - accuracy: 0.8665" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 0s - loss: 0.3695 - accuracy: 0.8695" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 0s - loss: 0.3709 - accuracy: 0.8684" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 0s - loss: 0.3676 - accuracy: 0.8709" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 0s - loss: 0.3628 - accuracy: 0.8744" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 0s - loss: 0.3667 - accuracy: 0.8732" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.3721 - accuracy: 0.8699" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.3755 - accuracy: 0.8669" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.3756 - accuracy: 0.8657" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.3682 - accuracy: 0.8696" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.3721 - accuracy: 0.8661" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.3763 - accuracy: 0.8642" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 0.3766 - accuracy: 0.8638" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.3759 - accuracy: 0.8647" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 0.3754 - accuracy: 0.8655" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.3724 - accuracy: 0.8674" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "85/92 [==========================>...] - ETA: 0s - loss: 0.3690 - accuracy: 0.8687" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.3703 - accuracy: 0.8686" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "91/92 [============================>.] - ETA: 0s - loss: 0.3706 - accuracy: 0.8685" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 2s 21ms/step - loss: 0.3731 - accuracy: 0.8678 - val_loss: 1.1610 - val_accuracy: 0.6458\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 6/10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 1s - loss: 0.4135 - accuracy: 0.8750" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 0.2280 - accuracy: 0.9609" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 0.2677 - accuracy: 0.9330" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 0.2733 - accuracy: 0.9187" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 0.2425 - accuracy: 0.9327" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.2327 - accuracy: 0.9297" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.2214 - accuracy: 0.9309" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.2317 - accuracy: 0.9233" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.2330 - accuracy: 0.9212" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.2314 - accuracy: 0.9230" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.2271 - accuracy: 0.9254" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.2271 - accuracy: 0.9231" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.2343 - accuracy: 0.9226" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 0s - loss: 0.2364 - accuracy: 0.9222" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 0s - loss: 0.2340 - accuracy: 0.9240" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 0s - loss: 0.2346 - accuracy: 0.9235" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 0s - loss: 0.2325 - accuracy: 0.9244" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 0s - loss: 0.2329 - accuracy: 0.9251" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.2287 - accuracy: 0.9275" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.2320 - accuracy: 0.9242" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.2344 - accuracy: 0.9218" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.2421 - accuracy: 0.9181" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.2425 - accuracy: 0.9190" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.2447 - accuracy: 0.9185" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 0.2473 - accuracy: 0.9175" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.2439 - accuracy: 0.9187" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 0.2456 - accuracy: 0.9190" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.2463 - accuracy: 0.9182" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "85/92 [==========================>...] - ETA: 0s - loss: 0.2461 - accuracy: 0.9174" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.2444 - accuracy: 0.9174" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "91/92 [============================>.] - ETA: 0s - loss: 0.2430 - accuracy: 0.9180" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 2s 21ms/step - loss: 0.2418 - accuracy: 0.9189 - val_loss: 1.2701 - val_accuracy: 0.6390\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 7/10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 1s - loss: 0.1269 - accuracy: 1.0000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 0.1530 - accuracy: 0.9688" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 0.1670 - accuracy: 0.9643" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 0.1553 - accuracy: 0.9656" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 0.1530 - accuracy: 0.9639" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.1424 - accuracy: 0.9668" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.1467 - accuracy: 0.9622" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.1465 - accuracy: 0.9616" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.1370 - accuracy: 0.9625" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.1359 - accuracy: 0.9643" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.1334 - accuracy: 0.9657" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.1343 - accuracy: 0.9660" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.1339 - accuracy: 0.9654" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 0s - loss: 0.1337 - accuracy: 0.9648" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 0s - loss: 0.1318 - accuracy: 0.9644" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 0s - loss: 0.1350 - accuracy: 0.9626" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 0s - loss: 0.1329 - accuracy: 0.9624" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 0s - loss: 0.1354 - accuracy: 0.9627" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.1360 - accuracy: 0.9631" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.1343 - accuracy: 0.9639" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.1313 - accuracy: 0.9647" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.1304 - accuracy: 0.9653" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.1362 - accuracy: 0.9650" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.1350 - accuracy: 0.9647" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 0.1322 - accuracy: 0.9653" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.1292 - accuracy: 0.9666" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 0.1301 - accuracy: 0.9659" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.1286 - accuracy: 0.9667" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "85/92 [==========================>...] - ETA: 0s - loss: 0.1296 - accuracy: 0.9661" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.1285 - accuracy: 0.9658" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "91/92 [============================>.] - ETA: 0s - loss: 0.1274 - accuracy: 0.9659" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 2s 21ms/step - loss: 0.1274 - accuracy: 0.9656 - val_loss: 1.4740 - val_accuracy: 0.6376\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 8/10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 1s - loss: 0.0184 - accuracy: 1.0000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 0.0287 - accuracy: 1.0000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 0.0359 - accuracy: 1.0000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 0.0488 - accuracy: 0.9937" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 0.0475 - accuracy: 0.9952" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.0436 - accuracy: 0.9961" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.0432 - accuracy: 0.9951" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.0474 - accuracy: 0.9943" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.0509 - accuracy: 0.9912" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.0577 - accuracy: 0.9877" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.0560 - accuracy: 0.9879" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.0609 - accuracy: 0.9862" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.0667 - accuracy: 0.9831" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 0s - loss: 0.0690 - accuracy: 0.9820" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 0s - loss: 0.0753 - accuracy: 0.9797" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 0s - loss: 0.0764 - accuracy: 0.9796" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 0s - loss: 0.0793 - accuracy: 0.9783" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 0s - loss: 0.0822 - accuracy: 0.9766" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.0835 - accuracy: 0.9761" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.0851 - accuracy: 0.9758" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.0840 - accuracy: 0.9763" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.0916 - accuracy: 0.9750" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.0930 - accuracy: 0.9743" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.0948 - accuracy: 0.9731" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 0.0965 - accuracy: 0.9725" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.0965 - accuracy: 0.9724" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 0.0970 - accuracy: 0.9722" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.0954 - accuracy: 0.9732" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "85/92 [==========================>...] - ETA: 0s - loss: 0.0966 - accuracy: 0.9727" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.0953 - accuracy: 0.9729" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "91/92 [============================>.] - ETA: 0s - loss: 0.0958 - accuracy: 0.9728" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 2s 21ms/step - loss: 0.0956 - accuracy: 0.9728 - val_loss: 1.5336 - val_accuracy: 0.6362\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 9/10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 1s - loss: 0.0464 - accuracy: 0.9688" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 0.0378 - accuracy: 0.9922" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 0.0369 - accuracy: 0.9954" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 0.0405 - accuracy: 0.9936" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 0.0379 - accuracy: 0.9926" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.0350 - accuracy: 0.9940" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.0390 - accuracy: 0.9933" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.0450 - accuracy: 0.9914" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.0448 - accuracy: 0.9924" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.0592 - accuracy: 0.9887" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.0591 - accuracy: 0.9878" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.0590 - accuracy: 0.9880" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.0601 - accuracy: 0.9872" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 0s - loss: 0.0622 - accuracy: 0.9851" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 0s - loss: 0.0639 - accuracy: 0.9839" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 0s - loss: 0.0634 - accuracy: 0.9836" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 0s - loss: 0.0625 - accuracy: 0.9840" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 0s - loss: 0.0631 - accuracy: 0.9831" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.0622 - accuracy: 0.9834" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.0619 - accuracy: 0.9832" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.0637 - accuracy: 0.9815" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.0631 - accuracy: 0.9819" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.0634 - accuracy: 0.9822" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.0624 - accuracy: 0.9825" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 0.0614 - accuracy: 0.9832" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.0623 - accuracy: 0.9831" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 0.0611 - accuracy: 0.9833" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.0598 - accuracy: 0.9839" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "85/92 [==========================>...] - ETA: 0s - loss: 0.0611 - accuracy: 0.9838" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.0612 - accuracy: 0.9836" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "91/92 [============================>.] - ETA: 0s - loss: 0.0618 - accuracy: 0.9831" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 2s 21ms/step - loss: 0.0613 - accuracy: 0.9833 - val_loss: 1.9099 - val_accuracy: 0.6022\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 10/10\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 1s - loss: 0.0108 - accuracy: 1.0000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 4/92 [>.............................] - ETA: 1s - loss: 0.0158 - accuracy: 1.0000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 1s - loss: 0.0178 - accuracy: 1.0000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 1s - loss: 0.0312 - accuracy: 0.9937" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 1s - loss: 0.0301 - accuracy: 0.9952" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.0280 - accuracy: 0.9941" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.0337 - accuracy: 0.9917" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.0301 - accuracy: 0.9928" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.0283 - accuracy: 0.9937" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.0272 - accuracy: 0.9944" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.0256 - accuracy: 0.9949" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.0239 - accuracy: 0.9954" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.0241 - accuracy: 0.9949" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 0s - loss: 0.0230 - accuracy: 0.9953" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 0s - loss: 0.0223 - accuracy: 0.9949" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 0s - loss: 0.0217 - accuracy: 0.9952" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 0s - loss: 0.0229 - accuracy: 0.9949" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 0s - loss: 0.0220 - accuracy: 0.9952" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.0219 - accuracy: 0.9949" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.0217 - accuracy: 0.9946" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.0212 - accuracy: 0.9949" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.0206 - accuracy: 0.9951" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.0205 - accuracy: 0.9953" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.0199 - accuracy: 0.9955" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 0.0196 - accuracy: 0.9957" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.0198 - accuracy: 0.9955" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 0.0199 - accuracy: 0.9956" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.0196 - accuracy: 0.9958" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "85/92 [==========================>...] - ETA: 0s - loss: 0.0198 - accuracy: 0.9956" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.0206 - accuracy: 0.9954" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "91/92 [============================>.] - ETA: 0s - loss: 0.0216 - accuracy: 0.9952" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 2s 21ms/step - loss: 0.0219 - accuracy: 0.9952 - val_loss: 2.1516 - val_accuracy: 0.6240\n" ] } ], "source": [ "epochs=10\n", "history = model.fit(\n", " train_ds,\n", " validation_data=val_ds,\n", " epochs=epochs\n", ")" ] }, { "cell_type": "markdown", "metadata": { "id": "SyFKdQpXMJT4" }, "source": [ "## トレーニングの結果を視覚化する" ] }, { "cell_type": "markdown", "metadata": { "id": "dFvOvmAmMK9w" }, "source": [ "トレーニングセットと検証セットで損失と精度のプロットを作成します。" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:29:22.524312Z", "iopub.status.busy": "2024-01-11T22:29:22.523616Z", "iopub.status.idle": "2024-01-11T22:29:22.798950Z", "shell.execute_reply": "2024-01-11T22:29:22.798085Z" }, "id": "jWnopEChMMCn" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "acc = history.history['accuracy']\n", "val_acc = history.history['val_accuracy']\n", "\n", "loss = history.history['loss']\n", "val_loss = history.history['val_loss']\n", "\n", "epochs_range = range(epochs)\n", "\n", "plt.figure(figsize=(8, 8))\n", "plt.subplot(1, 2, 1)\n", "plt.plot(epochs_range, acc, label='Training Accuracy')\n", "plt.plot(epochs_range, val_acc, label='Validation Accuracy')\n", "plt.legend(loc='lower right')\n", "plt.title('Training and Validation Accuracy')\n", "\n", "plt.subplot(1, 2, 2)\n", "plt.plot(epochs_range, loss, label='Training Loss')\n", "plt.plot(epochs_range, val_loss, label='Validation Loss')\n", "plt.legend(loc='upper right')\n", "plt.title('Training and Validation Loss')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "hO_jT7HwMrEn" }, "source": [ "プロットには、トレーニングの精度と検証の精度は大幅にずれており、モデルは検証セットで約 60% の精度しか達成していないことが示されています。\n", "\n", "以下のチュートリアルセクションでは、問題の原因を調べ、モデルの全体的なパフォーマンスを向上させる方法を示します。" ] }, { "cell_type": "markdown", "metadata": { "id": "hqtyGodAMvNV" }, "source": [ "## 過学習" ] }, { "cell_type": "markdown", "metadata": { "id": "ixsz9XFfMxcu" }, "source": [ "上記のプロットでは、トレーニングの精度は時間の経過とともに直線的に増加していますが、検証の精度はトレーニングプロセスで約60%のままです。また、トレーニングと検証の精度に大きな違いがあり、これは[過学習](https://www.tensorflow.org/tutorials/keras/overfit_and_underfit)の兆候を示しています。\n", "\n", "トレーニングサンプルの数が少ない場合、モデルは、トレーニングサンプルのノイズや不要な詳細から学習し、新しいサンプルでのモデルのパフォーマンスに悪影響を及ぼすことがあります。 この現象は過学習として知られています。 これは、モデルが新しいデータセットで一般化する上で問題があることを意味します。\n", "\n", "トレーニングプロセスで過学習を回避する方法は複数あります。このチュートリアルでは、*データ拡張*を使用して、モデルに*ドロップアウト*を追加します。" ] }, { "cell_type": "markdown", "metadata": { "id": "BDMfYqwmM1C-" }, "source": [ "## データ拡張" ] }, { "cell_type": "markdown", "metadata": { "id": "GxYwix81M2YO" }, "source": [ "過学習は、一般に、トレーニングサンプルの数が少ない場合に発生します。[データ拡張](./data_augmentation.ipynb)は、既存のサンプルに対してランダムな変換を使用してサンプルを拡張することにより、追加のトレーニングデータを生成します。これにより、モデルをデータのより多くの側面でトレーニングし、より一般化することができます。\n", "\n", "`tf.keras.layers.RandomFlip`、`tf.keras.layers.RandomRotation`、および `tf.keras.layers.RandomZoom` の前処理レイヤーを使用して、データ拡張を実装します。これらは、他のレイヤーと同様にモデル内に含めて、GPU で実行できます。" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:29:22.802995Z", "iopub.status.busy": "2024-01-11T22:29:22.802430Z", "iopub.status.idle": "2024-01-11T22:29:22.950985Z", "shell.execute_reply": "2024-01-11T22:29:22.950098Z" }, "id": "9J80BAbIMs21" }, "outputs": [], "source": [ "data_augmentation = keras.Sequential(\n", " [\n", " layers.RandomFlip(\"horizontal\",\n", " input_shape=(img_height,\n", " img_width,\n", " 3)),\n", " layers.RandomRotation(0.1),\n", " layers.RandomZoom(0.1),\n", " ]\n", ")" ] }, { "cell_type": "markdown", "metadata": { "id": "PN4k1dK3S6eV" }, "source": [ "同じ画像にデータ拡張を数回適用して、いくつかの拡張されたデータがどのようになるかを視覚化してみましょう。" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:29:22.955020Z", "iopub.status.busy": "2024-01-11T22:29:22.954290Z", "iopub.status.idle": "2024-01-11T22:29:23.997027Z", "shell.execute_reply": "2024-01-11T22:29:23.996082Z" }, "id": "7Z90k539S838" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(10, 10))\n", "for images, _ in train_ds.take(1):\n", " for i in range(9):\n", " augmented_images = data_augmentation(images)\n", " ax = plt.subplot(3, 3, i + 1)\n", " plt.imshow(augmented_images[0].numpy().astype(\"uint8\"))\n", " plt.axis(\"off\")" ] }, { "cell_type": "markdown", "metadata": { "id": "tsjXCBLYYNs5" }, "source": [ "次のステップでトレーニングする前に、モデルにデータ拡張を追加します。" ] }, { "cell_type": "markdown", "metadata": { "id": "ZeD3bXepYKXs" }, "source": [ "## ドロップアウト\n", "\n", "過学習を回避するもう 1 つの方法は、[ドロップアウト](https://developers.google.com/machine-learning/glossary#dropout_regularization){:.external} 正則化をネットワークに導入することです。\n", "\n", "ドロップアウトをレイヤーに適用すると、トレーニングプロセス中にレイヤーからいくつかの出力ユニットがランダムにドロップアウトされます(アクティベーションをゼロに設定することにより)。ドロップアウトは、0.1、0.2、0.4 などの形式で、入力値として小数を取ります。これは、適用されたレイヤーから出力ユニットの 10%、20%、または 40% をランダムにドロップアウトすることを意味します。\n", "\n", "拡張された画像を使用してトレーニングする前に、`tf.keras.layers.Dropout` を使用して新しいニューラルネットワークを作成します。" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:29:24.011159Z", "iopub.status.busy": "2024-01-11T22:29:24.010457Z", "iopub.status.idle": "2024-01-11T22:29:24.210027Z", "shell.execute_reply": "2024-01-11T22:29:24.209128Z" }, "id": "2Zeg8zsqXCsm" }, "outputs": [], "source": [ "model = Sequential([\n", " data_augmentation,\n", " layers.Rescaling(1./255),\n", " layers.Conv2D(16, 3, padding='same', activation='relu'),\n", " layers.MaxPooling2D(),\n", " layers.Conv2D(32, 3, padding='same', activation='relu'),\n", " layers.MaxPooling2D(),\n", " layers.Conv2D(64, 3, padding='same', activation='relu'),\n", " layers.MaxPooling2D(),\n", " layers.Dropout(0.2),\n", " layers.Flatten(),\n", " layers.Dense(128, activation='relu'),\n", " layers.Dense(num_classes, name=\"outputs\")\n", "])" ] }, { "cell_type": "markdown", "metadata": { "id": "L4nEcuqgZLbi" }, "source": [ "## モデルをコンパイルしてトレーニングする" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:29:24.213869Z", "iopub.status.busy": "2024-01-11T22:29:24.213333Z", "iopub.status.idle": "2024-01-11T22:29:24.222743Z", "shell.execute_reply": "2024-01-11T22:29:24.221778Z" }, "id": "EvyAINs9ZOmJ" }, "outputs": [], "source": [ "model.compile(optimizer='adam',\n", " loss=tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True),\n", " metrics=['accuracy'])" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:29:24.226258Z", "iopub.status.busy": "2024-01-11T22:29:24.225630Z", "iopub.status.idle": "2024-01-11T22:29:24.257158Z", "shell.execute_reply": "2024-01-11T22:29:24.256312Z" }, "id": "wWLkKoKjZSoC" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model: \"sequential_2\"\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "_________________________________________________________________\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " Layer (type) Output Shape Param # \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "=================================================================\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " sequential_1 (Sequential) (None, 180, 180, 3) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " rescaling_2 (Rescaling) (None, 180, 180, 3) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " conv2d_3 (Conv2D) (None, 180, 180, 16) 448 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " max_pooling2d_3 (MaxPoolin (None, 90, 90, 16) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " g2D) \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " conv2d_4 (Conv2D) (None, 90, 90, 32) 4640 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " max_pooling2d_4 (MaxPoolin (None, 45, 45, 32) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " g2D) \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " conv2d_5 (Conv2D) (None, 45, 45, 64) 18496 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " max_pooling2d_5 (MaxPoolin (None, 22, 22, 64) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " g2D) \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " dropout (Dropout) (None, 22, 22, 64) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " flatten_1 (Flatten) (None, 30976) 0 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " dense_2 (Dense) (None, 128) 3965056 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " outputs (Dense) (None, 5) 645 \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "=================================================================\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Total params: 3989285 (15.22 MB)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Trainable params: 3989285 (15.22 MB)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Non-trainable params: 0 (0.00 Byte)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "_________________________________________________________________\n" ] } ], "source": [ "model.summary()" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:29:24.260464Z", "iopub.status.busy": "2024-01-11T22:29:24.259817Z", "iopub.status.idle": "2024-01-11T22:30:05.439884Z", "shell.execute_reply": "2024-01-11T22:30:05.439155Z" }, "id": "LWS-vvNaZDag" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Epoch 1/15\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-01-11 22:29:25.242708: E tensorflow/core/grappler/optimizers/meta_optimizer.cc:961] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape insequential_2/dropout/dropout/SelectV2-2-TransposeNHWCToNCHW-LayoutOptimizer\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 3:36 - loss: 1.6137 - accuracy: 0.2188" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 3s - loss: 1.9368 - accuracy: 0.2083 " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 3s - loss: 1.8685 - accuracy: 0.2375" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 3s - loss: 1.8051 - accuracy: 0.2679" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 3s - loss: 1.7449 - accuracy: 0.2847" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 1.7017 - accuracy: 0.2955" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 1.6791 - accuracy: 0.2861" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 2s - loss: 1.6580 - accuracy: 0.2896" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 2s - loss: 1.6399 - accuracy: 0.2923" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 2s - loss: 1.6195 - accuracy: 0.3076" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 2s - loss: 1.5923 - accuracy: 0.3155" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "24/92 [======>.......................] - ETA: 2s - loss: 1.5644 - accuracy: 0.3276" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "26/92 [=======>......................] - ETA: 1s - loss: 1.5458 - accuracy: 0.3447" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 1.5349 - accuracy: 0.3502" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "30/92 [========>.....................] - ETA: 1s - loss: 1.5231 - accuracy: 0.3519" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "32/92 [=========>....................] - ETA: 1s - loss: 1.5061 - accuracy: 0.3583" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 1.4910 - accuracy: 0.3620" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "36/92 [==========>...................] - ETA: 1s - loss: 1.4790 - accuracy: 0.3689" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "38/92 [===========>..................] - ETA: 1s - loss: 1.4652 - accuracy: 0.3725" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 1s - loss: 1.4561 - accuracy: 0.3774" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "42/92 [============>.................] - ETA: 1s - loss: 1.4381 - accuracy: 0.3862" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "44/92 [=============>................] - ETA: 1s - loss: 1.4249 - accuracy: 0.3929" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 1s - loss: 1.4114 - accuracy: 0.3975" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "48/92 [==============>...............] - ETA: 1s - loss: 1.4090 - accuracy: 0.3973" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "50/92 [===============>..............] - ETA: 1s - loss: 1.3947 - accuracy: 0.4045" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 1.3924 - accuracy: 0.4076" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 1s - loss: 1.3869 - accuracy: 0.4081" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 1.3747 - accuracy: 0.4103" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 1.3648 - accuracy: 0.4140" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 1.3608 - accuracy: 0.4153" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 1.3530 - accuracy: 0.4180" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 1.3481 - accuracy: 0.4221" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 1.3477 - accuracy: 0.4235" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 1.3461 - accuracy: 0.4239" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 1.3389 - accuracy: 0.4265" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 1.3339 - accuracy: 0.4255" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 1.3298 - accuracy: 0.4271" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 1.3248 - accuracy: 0.4299" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 1.3198 - accuracy: 0.4329" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 1.3136 - accuracy: 0.4369" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 1.3081 - accuracy: 0.4396" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 1.3120 - accuracy: 0.4381" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 1.3067 - accuracy: 0.4421" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 1.3037 - accuracy: 0.4437" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 1.2983 - accuracy: 0.4474" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 1.2953 - accuracy: 0.4482" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 5s 30ms/step - loss: 1.2953 - accuracy: 0.4482 - val_loss: 1.0794 - val_accuracy: 0.5599\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 2/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 1.1189 - accuracy: 0.5000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 1.0458 - accuracy: 0.5625" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 1.0818 - accuracy: 0.5000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 1.0733 - accuracy: 0.5223" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 1.0856 - accuracy: 0.5382" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 1.0957 - accuracy: 0.5369" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 1.1094 - accuracy: 0.5168" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 1.1147 - accuracy: 0.5229" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 1.1137 - accuracy: 0.5257" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 1.1092 - accuracy: 0.5329" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 1.1177 - accuracy: 0.5298" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 1.1249 - accuracy: 0.5217" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 1.1257 - accuracy: 0.5213" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 1.1235 - accuracy: 0.5278" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 1.1119 - accuracy: 0.5366" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 1.1066 - accuracy: 0.5423" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 1.0965 - accuracy: 0.5464" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 1.0897 - accuracy: 0.5527" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 1.0822 - accuracy: 0.5541" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 1.0961 - accuracy: 0.5489" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "41/92 [============>.................] - ETA: 1s - loss: 1.0910 - accuracy: 0.5511" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 1s - loss: 1.0900 - accuracy: 0.5552" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 1.0893 - accuracy: 0.5562" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "47/92 [==============>...............] - ETA: 1s - loss: 1.0878 - accuracy: 0.5565" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 1s - loss: 1.0819 - accuracy: 0.5593" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "51/92 [===============>..............] - ETA: 1s - loss: 1.0880 - accuracy: 0.5582" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "53/92 [================>.............] - ETA: 0s - loss: 1.0865 - accuracy: 0.5601" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 1.0828 - accuracy: 0.5597" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "57/92 [=================>............] - ETA: 0s - loss: 1.0736 - accuracy: 0.5625" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "59/92 [==================>...........] - ETA: 0s - loss: 1.0742 - accuracy: 0.5614" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 1.0709 - accuracy: 0.5625" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "63/92 [===================>..........] - ETA: 0s - loss: 1.0697 - accuracy: 0.5620" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "65/92 [====================>.........] - ETA: 0s - loss: 1.0625 - accuracy: 0.5644" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 1.0654 - accuracy: 0.5620" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "69/92 [=====================>........] - ETA: 0s - loss: 1.0630 - accuracy: 0.5625" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "71/92 [======================>.......] - ETA: 0s - loss: 1.0666 - accuracy: 0.5612" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 1.0645 - accuracy: 0.5642" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "75/92 [=======================>......] - ETA: 0s - loss: 1.0653 - accuracy: 0.5671" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "77/92 [========================>.....] - ETA: 0s - loss: 1.0617 - accuracy: 0.5674" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "79/92 [========================>.....] - ETA: 0s - loss: 1.0684 - accuracy: 0.5657" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "81/92 [=========================>....] - ETA: 0s - loss: 1.0649 - accuracy: 0.5679" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 1.0620 - accuracy: 0.5701" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 1.0630 - accuracy: 0.5696" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 1.0592 - accuracy: 0.5705" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 1.0567 - accuracy: 0.5710" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 1.0533 - accuracy: 0.5725" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 1.0533 - accuracy: 0.5725 - val_loss: 1.0320 - val_accuracy: 0.5886\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 3/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.8510 - accuracy: 0.6562" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.9698 - accuracy: 0.5938" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.9498 - accuracy: 0.6062" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.9095 - accuracy: 0.6339" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.9142 - accuracy: 0.6354" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.9183 - accuracy: 0.6562" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "14/92 [===>..........................] - ETA: 1s - loss: 0.9173 - accuracy: 0.6386" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.9096 - accuracy: 0.6448" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "18/92 [====>.........................] - ETA: 1s - loss: 0.9225 - accuracy: 0.6373" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "20/92 [=====>........................] - ETA: 1s - loss: 0.9351 - accuracy: 0.6282" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.9378 - accuracy: 0.6279" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "24/92 [======>.......................] - ETA: 1s - loss: 0.9434 - accuracy: 0.6276" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "26/92 [=======>......................] - ETA: 1s - loss: 0.9366 - accuracy: 0.6250" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.9297 - accuracy: 0.6306" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "30/92 [========>.....................] - ETA: 1s - loss: 0.9307 - accuracy: 0.6313" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "32/92 [=========>....................] - ETA: 1s - loss: 0.9311 - accuracy: 0.6309" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.9326 - accuracy: 0.6278" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "36/92 [==========>...................] - ETA: 1s - loss: 0.9470 - accuracy: 0.6215" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "38/92 [===========>..................] - ETA: 1s - loss: 0.9591 - accuracy: 0.6159" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 1s - loss: 0.9509 - accuracy: 0.6211" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "42/92 [============>.................] - ETA: 1s - loss: 0.9547 - accuracy: 0.6205" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "44/92 [=============>................] - ETA: 1s - loss: 0.9604 - accuracy: 0.6193" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 1s - loss: 0.9639 - accuracy: 0.6189" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "48/92 [==============>...............] - ETA: 1s - loss: 0.9610 - accuracy: 0.6230" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "50/92 [===============>..............] - ETA: 1s - loss: 0.9695 - accuracy: 0.6187" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 0.9726 - accuracy: 0.6171" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 0s - loss: 0.9740 - accuracy: 0.6169" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 0.9797 - accuracy: 0.6149" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.9776 - accuracy: 0.6142" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.9774 - accuracy: 0.6114" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.9723 - accuracy: 0.6118" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.9721 - accuracy: 0.6123" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.9691 - accuracy: 0.6126" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.9689 - accuracy: 0.6107" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.9706 - accuracy: 0.6116" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.9670 - accuracy: 0.6137" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.9635 - accuracy: 0.6148" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.9613 - accuracy: 0.6155" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.9541 - accuracy: 0.6206" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.9568 - accuracy: 0.6207" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.9556 - accuracy: 0.6212" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.9615 - accuracy: 0.6205" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.9623 - accuracy: 0.6195" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.9600 - accuracy: 0.6193" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.9587 - accuracy: 0.6205" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.9596 - accuracy: 0.6209" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.9596 - accuracy: 0.6209 - val_loss: 1.1750 - val_accuracy: 0.5354\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 4/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 1.1862 - accuracy: 0.5625" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.9889 - accuracy: 0.6250" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.8932 - accuracy: 0.6687" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.9292 - accuracy: 0.6295" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.9196 - accuracy: 0.6250" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.9186 - accuracy: 0.6222" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.9157 - accuracy: 0.6250" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 0.8970 - accuracy: 0.6375" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.9029 - accuracy: 0.6452" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.8901 - accuracy: 0.6414" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.9129 - accuracy: 0.6324" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.9140 - accuracy: 0.6332" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.9039 - accuracy: 0.6375" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.9015 - accuracy: 0.6389" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.9131 - accuracy: 0.6358" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.9157 - accuracy: 0.6381" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 0.9239 - accuracy: 0.6364" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 0.9294 - accuracy: 0.6339" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.9179 - accuracy: 0.6394" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 0.9148 - accuracy: 0.6418" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "41/92 [============>.................] - ETA: 1s - loss: 0.9054 - accuracy: 0.6471" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 1s - loss: 0.8989 - accuracy: 0.6512" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 0.8984 - accuracy: 0.6542" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "47/92 [==============>...............] - ETA: 1s - loss: 0.9016 - accuracy: 0.6543" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 1s - loss: 0.8967 - accuracy: 0.6588" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 0.8994 - accuracy: 0.6546" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 0s - loss: 0.9032 - accuracy: 0.6564" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 0.9006 - accuracy: 0.6558" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.9021 - accuracy: 0.6553" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.9000 - accuracy: 0.6564" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.9030 - accuracy: 0.6528" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.9023 - accuracy: 0.6539" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.9019 - accuracy: 0.6545" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.8980 - accuracy: 0.6554" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.8956 - accuracy: 0.6568" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.8924 - accuracy: 0.6585" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.8865 - accuracy: 0.6631" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.8847 - accuracy: 0.6646" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.8828 - accuracy: 0.6652" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.8834 - accuracy: 0.6634" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.8830 - accuracy: 0.6640" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.8876 - accuracy: 0.6608" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.8861 - accuracy: 0.6622" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.8855 - accuracy: 0.6635" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.8821 - accuracy: 0.6654" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.8831 - accuracy: 0.6666" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.8831 - accuracy: 0.6666 - val_loss: 0.9653 - val_accuracy: 0.6199\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 5/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.8101 - accuracy: 0.6562" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.7474 - accuracy: 0.7292" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.7801 - accuracy: 0.7000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.7925 - accuracy: 0.7098" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.7593 - accuracy: 0.7257" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.7614 - accuracy: 0.7188" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.7535 - accuracy: 0.7260" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 0.7724 - accuracy: 0.7188" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.7857 - accuracy: 0.7151" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.7837 - accuracy: 0.7155" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.8001 - accuracy: 0.7113" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.7971 - accuracy: 0.7106" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.7949 - accuracy: 0.7100" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.8213 - accuracy: 0.6944" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.8233 - accuracy: 0.6940" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.8206 - accuracy: 0.6915" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 0.8173 - accuracy: 0.6941" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 0.8243 - accuracy: 0.6911" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.8210 - accuracy: 0.6926" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 0.8233 - accuracy: 0.6883" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "41/92 [============>.................] - ETA: 1s - loss: 0.8164 - accuracy: 0.6905" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 1s - loss: 0.8133 - accuracy: 0.6919" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 0.8088 - accuracy: 0.6938" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "47/92 [==============>...............] - ETA: 1s - loss: 0.8048 - accuracy: 0.6915" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 1s - loss: 0.8095 - accuracy: 0.6888" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "51/92 [===============>..............] - ETA: 1s - loss: 0.8051 - accuracy: 0.6924" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "53/92 [================>.............] - ETA: 0s - loss: 0.8064 - accuracy: 0.6916" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.8045 - accuracy: 0.6903" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "57/92 [=================>............] - ETA: 0s - loss: 0.8037 - accuracy: 0.6902" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "59/92 [==================>...........] - ETA: 0s - loss: 0.7968 - accuracy: 0.6923" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.8001 - accuracy: 0.6895" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "63/92 [===================>..........] - ETA: 0s - loss: 0.7999 - accuracy: 0.6905" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "65/92 [====================>.........] - ETA: 0s - loss: 0.8015 - accuracy: 0.6885" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.8035 - accuracy: 0.6889" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "69/92 [=====================>........] - ETA: 0s - loss: 0.8046 - accuracy: 0.6880" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "71/92 [======================>.......] - ETA: 0s - loss: 0.8006 - accuracy: 0.6901" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "73/92 [======================>.......] - ETA: 0s - loss: 0.7975 - accuracy: 0.6918" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "75/92 [=======================>......] - ETA: 0s - loss: 0.7961 - accuracy: 0.6921" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.7964 - accuracy: 0.6917" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.7927 - accuracy: 0.6932" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.7951 - accuracy: 0.6938" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.7946 - accuracy: 0.6951" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.7952 - accuracy: 0.6942" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.7944 - accuracy: 0.6941" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.7987 - accuracy: 0.6919" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.7959 - accuracy: 0.6941" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.7959 - accuracy: 0.6941 - val_loss: 0.8394 - val_accuracy: 0.6662\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 6/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.7404 - accuracy: 0.6875" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.8029 - accuracy: 0.6562" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.8252 - accuracy: 0.6625" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.7709 - accuracy: 0.7009" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.7924 - accuracy: 0.6806" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.7810 - accuracy: 0.6932" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.7899 - accuracy: 0.6923" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 0.7807 - accuracy: 0.6979" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.7790 - accuracy: 0.6930" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.7638 - accuracy: 0.7039" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.7699 - accuracy: 0.7054" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.7569 - accuracy: 0.7106" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.7699 - accuracy: 0.7063" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.7731 - accuracy: 0.7014" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.7823 - accuracy: 0.6961" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.7964 - accuracy: 0.6865" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 0.7871 - accuracy: 0.6913" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 0.7830 - accuracy: 0.6929" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.7811 - accuracy: 0.6959" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 0.7828 - accuracy: 0.6979" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "42/92 [============>.................] - ETA: 1s - loss: 0.7797 - accuracy: 0.6969" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "44/92 [=============>................] - ETA: 1s - loss: 0.7745 - accuracy: 0.6993" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 1s - loss: 0.7788 - accuracy: 0.6988" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "48/92 [==============>...............] - ETA: 1s - loss: 0.7761 - accuracy: 0.7003" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "50/92 [===============>..............] - ETA: 1s - loss: 0.7750 - accuracy: 0.6991" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 0.7725 - accuracy: 0.6993" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 0s - loss: 0.7673 - accuracy: 0.7035" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 0.7724 - accuracy: 0.7007" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.7669 - accuracy: 0.7029" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.7665 - accuracy: 0.7045" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.7664 - accuracy: 0.7039" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.7658 - accuracy: 0.7025" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.7698 - accuracy: 0.7015" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.7633 - accuracy: 0.7039" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.7607 - accuracy: 0.7056" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.7587 - accuracy: 0.7069" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.7563 - accuracy: 0.7076" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.7591 - accuracy: 0.7046" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.7583 - accuracy: 0.7058" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.7587 - accuracy: 0.7057" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.7554 - accuracy: 0.7072" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.7542 - accuracy: 0.7078" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.7521 - accuracy: 0.7088" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.7526 - accuracy: 0.7101" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.7501 - accuracy: 0.7124" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.7456 - accuracy: 0.7139" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.7456 - accuracy: 0.7139 - val_loss: 0.7961 - val_accuracy: 0.6785\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 7/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.5487 - accuracy: 0.7812" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.6791 - accuracy: 0.7188" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.7443 - accuracy: 0.7125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.7247 - accuracy: 0.7143" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.6927 - accuracy: 0.7222" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.6521 - accuracy: 0.7386" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.7089 - accuracy: 0.7260" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 0.7050 - accuracy: 0.7271" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.6893 - accuracy: 0.7390" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.6852 - accuracy: 0.7401" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.6922 - accuracy: 0.7366" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.6933 - accuracy: 0.7405" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.6900 - accuracy: 0.7437" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.6805 - accuracy: 0.7477" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.6851 - accuracy: 0.7468" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.6909 - accuracy: 0.7450" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 0.6830 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 0.6893 - accuracy: 0.7455" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.6972 - accuracy: 0.7441" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 0.7058 - accuracy: 0.7420" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "41/92 [============>.................] - ETA: 1s - loss: 0.7151 - accuracy: 0.7386" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 1s - loss: 0.7110 - accuracy: 0.7391" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 0.7123 - accuracy: 0.7375" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "47/92 [==============>...............] - ETA: 1s - loss: 0.7206 - accuracy: 0.7301" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "50/92 [===============>..............] - ETA: 1s - loss: 0.7212 - accuracy: 0.7293" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 0.7191 - accuracy: 0.7307" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 0s - loss: 0.7214 - accuracy: 0.7297" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 0.7228 - accuracy: 0.7293" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.7216 - accuracy: 0.7311" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.7221 - accuracy: 0.7301" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.7169 - accuracy: 0.7328" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.7176 - accuracy: 0.7328" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.7229 - accuracy: 0.7319" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.7184 - accuracy: 0.7325" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.7221 - accuracy: 0.7298" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.7222 - accuracy: 0.7308" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.7265 - accuracy: 0.7288" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.7246 - accuracy: 0.7285" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.7254 - accuracy: 0.7279" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.7238 - accuracy: 0.7281" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.7230 - accuracy: 0.7294" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.7225 - accuracy: 0.7284" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.7232 - accuracy: 0.7270" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.7198 - accuracy: 0.7279" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.7199 - accuracy: 0.7288" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.7215 - accuracy: 0.7282" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.7215 - accuracy: 0.7282 - val_loss: 0.7351 - val_accuracy: 0.7125\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 8/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.6066 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.6443 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.6824 - accuracy: 0.7437" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.6771 - accuracy: 0.7545" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.6845 - accuracy: 0.7396" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.6915 - accuracy: 0.7528" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.6749 - accuracy: 0.7572" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 0.6899 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.7088 - accuracy: 0.7426" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.7033 - accuracy: 0.7451" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.6995 - accuracy: 0.7515" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.6913 - accuracy: 0.7541" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.6908 - accuracy: 0.7538" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.6861 - accuracy: 0.7512" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.6782 - accuracy: 0.7511" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.6706 - accuracy: 0.7520" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.6631 - accuracy: 0.7546" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "36/92 [==========>...................] - ETA: 1s - loss: 0.6610 - accuracy: 0.7552" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "38/92 [===========>..................] - ETA: 1s - loss: 0.6539 - accuracy: 0.7583" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 1s - loss: 0.6608 - accuracy: 0.7555" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "42/92 [============>.................] - ETA: 1s - loss: 0.6535 - accuracy: 0.7582" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "44/92 [=============>................] - ETA: 1s - loss: 0.6556 - accuracy: 0.7564" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 1s - loss: 0.6674 - accuracy: 0.7548" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "48/92 [==============>...............] - ETA: 1s - loss: 0.6752 - accuracy: 0.7520" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "50/92 [===============>..............] - ETA: 1s - loss: 0.6708 - accuracy: 0.7519" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 0.6709 - accuracy: 0.7530" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 0s - loss: 0.6765 - accuracy: 0.7523" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 0.6807 - accuracy: 0.7489" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.6760 - accuracy: 0.7495" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.6807 - accuracy: 0.7474" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.6869 - accuracy: 0.7439" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.6852 - accuracy: 0.7466" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.6901 - accuracy: 0.7438" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.6885 - accuracy: 0.7445" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.6835 - accuracy: 0.7464" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.6839 - accuracy: 0.7474" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.6868 - accuracy: 0.7466" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.6819 - accuracy: 0.7483" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.6793 - accuracy: 0.7496" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.6799 - accuracy: 0.7496" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.6791 - accuracy: 0.7508" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.6765 - accuracy: 0.7515" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.6758 - accuracy: 0.7515" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.6799 - accuracy: 0.7486" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.6798 - accuracy: 0.7483" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.6774 - accuracy: 0.7503" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.6774 - accuracy: 0.7503 - val_loss: 0.7764 - val_accuracy: 0.7112\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 9/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.6825 - accuracy: 0.6562" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.6144 - accuracy: 0.7292" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 6/92 [>.............................] - ETA: 2s - loss: 0.5952 - accuracy: 0.7663" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 8/92 [=>............................] - ETA: 2s - loss: 0.6261 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "10/92 [==>...........................] - ETA: 2s - loss: 0.6144 - accuracy: 0.7596" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "12/92 [==>...........................] - ETA: 2s - loss: 0.6084 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "14/92 [===>..........................] - ETA: 1s - loss: 0.6054 - accuracy: 0.7477" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "16/92 [====>.........................] - ETA: 1s - loss: 0.6079 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "18/92 [====>.........................] - ETA: 1s - loss: 0.6079 - accuracy: 0.7588" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "20/92 [=====>........................] - ETA: 1s - loss: 0.6118 - accuracy: 0.7579" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "22/92 [======>.......................] - ETA: 1s - loss: 0.6318 - accuracy: 0.7471" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "24/92 [======>.......................] - ETA: 1s - loss: 0.6200 - accuracy: 0.7539" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "26/92 [=======>......................] - ETA: 1s - loss: 0.6162 - accuracy: 0.7585" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.6186 - accuracy: 0.7579" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "30/92 [========>.....................] - ETA: 1s - loss: 0.6132 - accuracy: 0.7616" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "32/92 [=========>....................] - ETA: 1s - loss: 0.6297 - accuracy: 0.7559" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.6338 - accuracy: 0.7556" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "36/92 [==========>...................] - ETA: 1s - loss: 0.6278 - accuracy: 0.7570" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "38/92 [===========>..................] - ETA: 1s - loss: 0.6292 - accuracy: 0.7575" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 1s - loss: 0.6348 - accuracy: 0.7555" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "42/92 [============>.................] - ETA: 1s - loss: 0.6395 - accuracy: 0.7537" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "44/92 [=============>................] - ETA: 1s - loss: 0.6420 - accuracy: 0.7514" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 1s - loss: 0.6467 - accuracy: 0.7493" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "48/92 [==============>...............] - ETA: 1s - loss: 0.6469 - accuracy: 0.7480" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "50/92 [===============>..............] - ETA: 1s - loss: 0.6456 - accuracy: 0.7475" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 0.6519 - accuracy: 0.7458" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 0s - loss: 0.6482 - accuracy: 0.7483" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 0.6452 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.6476 - accuracy: 0.7495" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.6551 - accuracy: 0.7442" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.6592 - accuracy: 0.7404" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.6597 - accuracy: 0.7407" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.6584 - accuracy: 0.7424" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.6598 - accuracy: 0.7422" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.6564 - accuracy: 0.7455" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.6559 - accuracy: 0.7456" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.6547 - accuracy: 0.7462" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.6544 - accuracy: 0.7467" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.6600 - accuracy: 0.7448" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.6586 - accuracy: 0.7461" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.6590 - accuracy: 0.7454" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.6554 - accuracy: 0.7463" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.6554 - accuracy: 0.7467" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.6533 - accuracy: 0.7475" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.6510 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.6521 - accuracy: 0.7497" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.6521 - accuracy: 0.7497 - val_loss: 0.7691 - val_accuracy: 0.7016\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 10/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.5667 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.6264 - accuracy: 0.7708" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.6392 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.6450 - accuracy: 0.7411" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.6136 - accuracy: 0.7431" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.6516 - accuracy: 0.7188" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.6241 - accuracy: 0.7380" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 0.6196 - accuracy: 0.7563" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.6227 - accuracy: 0.7537" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.6112 - accuracy: 0.7582" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.6027 - accuracy: 0.7649" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.6016 - accuracy: 0.7649" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.5883 - accuracy: 0.7675" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.5962 - accuracy: 0.7662" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.5919 - accuracy: 0.7683" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.6038 - accuracy: 0.7661" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 0.5928 - accuracy: 0.7718" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 0.5919 - accuracy: 0.7705" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.5987 - accuracy: 0.7686" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 0.5982 - accuracy: 0.7700" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "41/92 [============>.................] - ETA: 1s - loss: 0.6034 - accuracy: 0.7668" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 1s - loss: 0.6072 - accuracy: 0.7653" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 0.6121 - accuracy: 0.7611" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "47/92 [==============>...............] - ETA: 1s - loss: 0.6103 - accuracy: 0.7600" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "50/92 [===============>..............] - ETA: 1s - loss: 0.6084 - accuracy: 0.7607" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 0.6102 - accuracy: 0.7585" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 0s - loss: 0.6129 - accuracy: 0.7587" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 0.6142 - accuracy: 0.7607" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.6112 - accuracy: 0.7641" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.6117 - accuracy: 0.7626" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.6170 - accuracy: 0.7601" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.6186 - accuracy: 0.7588" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.6172 - accuracy: 0.7600" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.6210 - accuracy: 0.7583" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.6199 - accuracy: 0.7590" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.6186 - accuracy: 0.7600" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.6151 - accuracy: 0.7623" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.6149 - accuracy: 0.7624" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.6174 - accuracy: 0.7617" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.6170 - accuracy: 0.7633" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.6200 - accuracy: 0.7626" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.6248 - accuracy: 0.7593" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.6247 - accuracy: 0.7595" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.6259 - accuracy: 0.7585" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.6269 - accuracy: 0.7580" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.6263 - accuracy: 0.7589" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.6263 - accuracy: 0.7589 - val_loss: 0.7217 - val_accuracy: 0.7207\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 11/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.4884 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.6194 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.5677 - accuracy: 0.7625" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.5877 - accuracy: 0.7500" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.6015 - accuracy: 0.7465" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.5766 - accuracy: 0.7614" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.5644 - accuracy: 0.7740" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 0.5531 - accuracy: 0.7812" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.5581 - accuracy: 0.7794" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.5723 - accuracy: 0.7747" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.5595 - accuracy: 0.7812" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.5814 - accuracy: 0.7731" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.5762 - accuracy: 0.7800" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.5858 - accuracy: 0.7778" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.5768 - accuracy: 0.7791" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.5747 - accuracy: 0.7802" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 0.5711 - accuracy: 0.7812" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 0.5646 - accuracy: 0.7857" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.5733 - accuracy: 0.7804" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 0.5778 - accuracy: 0.7796" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "41/92 [============>.................] - ETA: 1s - loss: 0.5804 - accuracy: 0.7752" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 1s - loss: 0.5869 - accuracy: 0.7711" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 0.5922 - accuracy: 0.7694" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "47/92 [==============>...............] - ETA: 1s - loss: 0.5926 - accuracy: 0.7693" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 1s - loss: 0.5899 - accuracy: 0.7698" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "51/92 [===============>..............] - ETA: 1s - loss: 0.5863 - accuracy: 0.7708" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "53/92 [================>.............] - ETA: 1s - loss: 0.5853 - accuracy: 0.7706" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.5958 - accuracy: 0.7665" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "57/92 [=================>............] - ETA: 0s - loss: 0.5923 - accuracy: 0.7697" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.5894 - accuracy: 0.7720" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.5898 - accuracy: 0.7718" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.5944 - accuracy: 0.7701" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.5917 - accuracy: 0.7714" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.5903 - accuracy: 0.7726" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.5916 - accuracy: 0.7724" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.5936 - accuracy: 0.7722" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.5976 - accuracy: 0.7699" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.6020 - accuracy: 0.7669" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.6046 - accuracy: 0.7661" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.6020 - accuracy: 0.7680" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.6044 - accuracy: 0.7657" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.6019 - accuracy: 0.7664" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.6018 - accuracy: 0.7664" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.5982 - accuracy: 0.7678" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.5989 - accuracy: 0.7674" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.5988 - accuracy: 0.7667" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.5988 - accuracy: 0.7667 - val_loss: 0.7587 - val_accuracy: 0.7193\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 12/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.4071 - accuracy: 0.8438" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.5384 - accuracy: 0.7917" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.5160 - accuracy: 0.8062" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.5318 - accuracy: 0.7946" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.5402 - accuracy: 0.7917" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.5408 - accuracy: 0.7869" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.5169 - accuracy: 0.7957" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 2s - loss: 0.5332 - accuracy: 0.7875" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.5326 - accuracy: 0.7849" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.5544 - accuracy: 0.7747" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.5507 - accuracy: 0.7798" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.5461 - accuracy: 0.7840" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.5581 - accuracy: 0.7825" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.5651 - accuracy: 0.7801" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.5687 - accuracy: 0.7834" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.5670 - accuracy: 0.7853" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 0.5738 - accuracy: 0.7812" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 0.5790 - accuracy: 0.7821" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.5767 - accuracy: 0.7838" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 0.5721 - accuracy: 0.7853" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "41/92 [============>.................] - ETA: 1s - loss: 0.5723 - accuracy: 0.7858" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 1s - loss: 0.5671 - accuracy: 0.7856" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 0.5637 - accuracy: 0.7854" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "47/92 [==============>...............] - ETA: 1s - loss: 0.5573 - accuracy: 0.7899" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 1s - loss: 0.5586 - accuracy: 0.7889" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "51/92 [===============>..............] - ETA: 1s - loss: 0.5620 - accuracy: 0.7880" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "53/92 [================>.............] - ETA: 1s - loss: 0.5656 - accuracy: 0.7854" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.5700 - accuracy: 0.7847" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "57/92 [=================>............] - ETA: 0s - loss: 0.5721 - accuracy: 0.7845" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.5743 - accuracy: 0.7840" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.5762 - accuracy: 0.7819" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.5784 - accuracy: 0.7814" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.5747 - accuracy: 0.7823" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.5789 - accuracy: 0.7800" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.5778 - accuracy: 0.7814" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.5770 - accuracy: 0.7814" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.5790 - accuracy: 0.7801" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.5785 - accuracy: 0.7801" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.5798 - accuracy: 0.7793" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.5792 - accuracy: 0.7786" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.5771 - accuracy: 0.7798" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.5812 - accuracy: 0.7757" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.5846 - accuracy: 0.7730" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.5807 - accuracy: 0.7746" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.5810 - accuracy: 0.7754" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.5809 - accuracy: 0.7755" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.5809 - accuracy: 0.7755 - val_loss: 0.6886 - val_accuracy: 0.7466\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 13/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.5948 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.6357 - accuracy: 0.8021" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.5731 - accuracy: 0.8062" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.5449 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.5382 - accuracy: 0.8056" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.5206 - accuracy: 0.8097" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.5152 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 0.5155 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.5203 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.5184 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.5323 - accuracy: 0.8065" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.5206 - accuracy: 0.8139" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.5286 - accuracy: 0.8100" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.5262 - accuracy: 0.8113" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.5334 - accuracy: 0.8071" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.5299 - accuracy: 0.8054" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 0.5411 - accuracy: 0.8011" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 0.5439 - accuracy: 0.8000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.5516 - accuracy: 0.7965" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 0.5683 - accuracy: 0.7901" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "41/92 [============>.................] - ETA: 1s - loss: 0.5800 - accuracy: 0.7851" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 1s - loss: 0.5804 - accuracy: 0.7842" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 0.5802 - accuracy: 0.7840" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "47/92 [==============>...............] - ETA: 1s - loss: 0.5806 - accuracy: 0.7819" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "50/92 [===============>..............] - ETA: 1s - loss: 0.5772 - accuracy: 0.7852" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 0.5757 - accuracy: 0.7838" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 0s - loss: 0.5748 - accuracy: 0.7849" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 0.5739 - accuracy: 0.7842" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.5737 - accuracy: 0.7846" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.5706 - accuracy: 0.7871" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.5695 - accuracy: 0.7885" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.5694 - accuracy: 0.7887" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.5678 - accuracy: 0.7880" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.5685 - accuracy: 0.7878" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.5654 - accuracy: 0.7890" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.5642 - accuracy: 0.7888" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.5657 - accuracy: 0.7877" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.5688 - accuracy: 0.7863" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.5726 - accuracy: 0.7858" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.5759 - accuracy: 0.7853" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.5772 - accuracy: 0.7852" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.5769 - accuracy: 0.7869" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.5769 - accuracy: 0.7864" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.5762 - accuracy: 0.7863" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.5745 - accuracy: 0.7873" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.5736 - accuracy: 0.7875" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.5736 - accuracy: 0.7875 - val_loss: 0.7498 - val_accuracy: 0.7016\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 14/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.4325 - accuracy: 0.9062" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.4428 - accuracy: 0.8542" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.4641 - accuracy: 0.8313" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.4497 - accuracy: 0.8482" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.4844 - accuracy: 0.8368" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.4876 - accuracy: 0.8324" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.4873 - accuracy: 0.8245" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 2s - loss: 0.4998 - accuracy: 0.8146" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.5110 - accuracy: 0.8107" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.5077 - accuracy: 0.8109" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.5026 - accuracy: 0.8170" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.5095 - accuracy: 0.8139" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "26/92 [=======>......................] - ETA: 1s - loss: 0.5133 - accuracy: 0.8119" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "28/92 [========>.....................] - ETA: 1s - loss: 0.5049 - accuracy: 0.8131" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "30/92 [========>.....................] - ETA: 1s - loss: 0.5167 - accuracy: 0.8046" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "32/92 [=========>....................] - ETA: 1s - loss: 0.5174 - accuracy: 0.8022" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "34/92 [==========>...................] - ETA: 1s - loss: 0.5106 - accuracy: 0.8046" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "36/92 [==========>...................] - ETA: 1s - loss: 0.5157 - accuracy: 0.8051" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "38/92 [===========>..................] - ETA: 1s - loss: 0.5152 - accuracy: 0.8071" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "40/92 [============>.................] - ETA: 1s - loss: 0.5125 - accuracy: 0.8066" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "42/92 [============>.................] - ETA: 1s - loss: 0.5244 - accuracy: 0.8009" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "44/92 [=============>................] - ETA: 1s - loss: 0.5270 - accuracy: 0.8000" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "46/92 [==============>...............] - ETA: 1s - loss: 0.5263 - accuracy: 0.7985" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "48/92 [==============>...............] - ETA: 1s - loss: 0.5209 - accuracy: 0.7997" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "50/92 [===============>..............] - ETA: 1s - loss: 0.5273 - accuracy: 0.7971" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "52/92 [===============>..............] - ETA: 1s - loss: 0.5248 - accuracy: 0.7989" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "54/92 [================>.............] - ETA: 0s - loss: 0.5250 - accuracy: 0.7983" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "56/92 [=================>............] - ETA: 0s - loss: 0.5256 - accuracy: 0.7988" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "58/92 [=================>............] - ETA: 0s - loss: 0.5312 - accuracy: 0.7944" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "60/92 [==================>...........] - ETA: 0s - loss: 0.5335 - accuracy: 0.7939" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "62/92 [===================>..........] - ETA: 0s - loss: 0.5377 - accuracy: 0.7930" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "64/92 [===================>..........] - ETA: 0s - loss: 0.5364 - accuracy: 0.7936" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "66/92 [====================>.........] - ETA: 0s - loss: 0.5341 - accuracy: 0.7942" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "68/92 [=====================>........] - ETA: 0s - loss: 0.5339 - accuracy: 0.7943" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "70/92 [=====================>........] - ETA: 0s - loss: 0.5334 - accuracy: 0.7935" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.5278 - accuracy: 0.7957" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.5267 - accuracy: 0.7962" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.5286 - accuracy: 0.7941" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.5253 - accuracy: 0.7954" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.5277 - accuracy: 0.7939" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.5290 - accuracy: 0.7920" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.5266 - accuracy: 0.7940" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.5274 - accuracy: 0.7937" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.5303 - accuracy: 0.7924" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.5307 - accuracy: 0.7925" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.5288 - accuracy: 0.7946" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.5288 - accuracy: 0.7946 - val_loss: 0.7045 - val_accuracy: 0.7384\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Epoch 15/15\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 1/92 [..............................] - ETA: 2s - loss: 0.9319 - accuracy: 0.6562" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 3/92 [..............................] - ETA: 2s - loss: 0.6788 - accuracy: 0.7396" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 5/92 [>.............................] - ETA: 2s - loss: 0.6560 - accuracy: 0.7312" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 7/92 [=>............................] - ETA: 2s - loss: 0.6081 - accuracy: 0.7634" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", " 9/92 [=>............................] - ETA: 2s - loss: 0.5844 - accuracy: 0.7778" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "11/92 [==>...........................] - ETA: 2s - loss: 0.5482 - accuracy: 0.7926" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "13/92 [===>..........................] - ETA: 2s - loss: 0.5547 - accuracy: 0.7909" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "15/92 [===>..........................] - ETA: 1s - loss: 0.5521 - accuracy: 0.7958" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "17/92 [====>.........................] - ETA: 1s - loss: 0.5440 - accuracy: 0.7941" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "19/92 [=====>........................] - ETA: 1s - loss: 0.5372 - accuracy: 0.7944" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "21/92 [=====>........................] - ETA: 1s - loss: 0.5300 - accuracy: 0.7976" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "23/92 [======>.......................] - ETA: 1s - loss: 0.5143 - accuracy: 0.8043" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "25/92 [=======>......................] - ETA: 1s - loss: 0.5104 - accuracy: 0.8062" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "27/92 [=======>......................] - ETA: 1s - loss: 0.5119 - accuracy: 0.8044" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "29/92 [========>.....................] - ETA: 1s - loss: 0.5086 - accuracy: 0.8071" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "31/92 [=========>....................] - ETA: 1s - loss: 0.5065 - accuracy: 0.8125" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "33/92 [=========>....................] - ETA: 1s - loss: 0.5143 - accuracy: 0.8068" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "35/92 [==========>...................] - ETA: 1s - loss: 0.5113 - accuracy: 0.8071" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "37/92 [===========>..................] - ETA: 1s - loss: 0.5040 - accuracy: 0.8117" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "39/92 [===========>..................] - ETA: 1s - loss: 0.5095 - accuracy: 0.8069" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "41/92 [============>.................] - ETA: 1s - loss: 0.5078 - accuracy: 0.8095" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "43/92 [=============>................] - ETA: 1s - loss: 0.5173 - accuracy: 0.8031" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "45/92 [=============>................] - ETA: 1s - loss: 0.5200 - accuracy: 0.8007" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "47/92 [==============>...............] - ETA: 1s - loss: 0.5190 - accuracy: 0.7992" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "49/92 [==============>...............] - ETA: 1s - loss: 0.5217 - accuracy: 0.7991" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "51/92 [===============>..............] - ETA: 1s - loss: 0.5256 - accuracy: 0.7978" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "53/92 [================>.............] - ETA: 1s - loss: 0.5279 - accuracy: 0.7966" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "55/92 [================>.............] - ETA: 0s - loss: 0.5333 - accuracy: 0.7926" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "57/92 [=================>............] - ETA: 0s - loss: 0.5297 - accuracy: 0.7917" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "59/92 [==================>...........] - ETA: 0s - loss: 0.5285 - accuracy: 0.7918" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "61/92 [==================>...........] - ETA: 0s - loss: 0.5280 - accuracy: 0.7920" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "63/92 [===================>..........] - ETA: 0s - loss: 0.5276 - accuracy: 0.7922" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "65/92 [====================>.........] - ETA: 0s - loss: 0.5221 - accuracy: 0.7942" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "67/92 [====================>.........] - ETA: 0s - loss: 0.5232 - accuracy: 0.7934" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "69/92 [=====================>........] - ETA: 0s - loss: 0.5199 - accuracy: 0.7953" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "72/92 [======================>.......] - ETA: 0s - loss: 0.5195 - accuracy: 0.7953" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "74/92 [=======================>......] - ETA: 0s - loss: 0.5244 - accuracy: 0.7924" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "76/92 [=======================>......] - ETA: 0s - loss: 0.5249 - accuracy: 0.7925" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "78/92 [========================>.....] - ETA: 0s - loss: 0.5222 - accuracy: 0.7938" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "80/92 [=========================>....] - ETA: 0s - loss: 0.5206 - accuracy: 0.7943" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "82/92 [=========================>....] - ETA: 0s - loss: 0.5246 - accuracy: 0.7928" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "84/92 [==========================>...] - ETA: 0s - loss: 0.5224 - accuracy: 0.7940" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "86/92 [===========================>..] - ETA: 0s - loss: 0.5268 - accuracy: 0.7948" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "88/92 [===========================>..] - ETA: 0s - loss: 0.5251 - accuracy: 0.7949" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "90/92 [============================>.] - ETA: 0s - loss: 0.5231 - accuracy: 0.7949" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - ETA: 0s - loss: 0.5288 - accuracy: 0.7922" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "92/92 [==============================] - 3s 28ms/step - loss: 0.5288 - accuracy: 0.7922 - val_loss: 0.7115 - val_accuracy: 0.7330\n" ] } ], "source": [ "epochs = 15\n", "history = model.fit(\n", " train_ds,\n", " validation_data=val_ds,\n", " epochs=epochs\n", ")" ] }, { "cell_type": "markdown", "metadata": { "id": "Lkdl8VsBbZOu" }, "source": [ "## トレーニングの結果を視覚化する\n", "\n", "データ拡張と `tf.keras.layers.Dropout` を適用した後は、以前よりも過学習が少なくなり、トレーニングと検証がより高精度に調整されます。" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:30:05.443555Z", "iopub.status.busy": "2024-01-11T22:30:05.443284Z", "iopub.status.idle": "2024-01-11T22:30:05.726018Z", "shell.execute_reply": "2024-01-11T22:30:05.725219Z" }, "id": "dduoLfKsZVIA" }, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "acc = history.history['accuracy']\n", "val_acc = history.history['val_accuracy']\n", "\n", "loss = history.history['loss']\n", "val_loss = history.history['val_loss']\n", "\n", "epochs_range = range(epochs)\n", "\n", "plt.figure(figsize=(8, 8))\n", "plt.subplot(1, 2, 1)\n", "plt.plot(epochs_range, acc, label='Training Accuracy')\n", "plt.plot(epochs_range, val_acc, label='Validation Accuracy')\n", "plt.legend(loc='lower right')\n", "plt.title('Training and Validation Accuracy')\n", "\n", "plt.subplot(1, 2, 2)\n", "plt.plot(epochs_range, loss, label='Training Loss')\n", "plt.plot(epochs_range, val_loss, label='Validation Loss')\n", "plt.legend(loc='upper right')\n", "plt.title('Training and Validation Loss')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "dtv5VbaVb-3W" }, "source": [ "## 新しいデータを予測する" ] }, { "cell_type": "markdown", "metadata": { "id": "10buWpJbcCQz" }, "source": [ "モデルを使用して、トレーニングセットまたは検証セットに含まれていなかった画像を分類します。" ] }, { "cell_type": "markdown", "metadata": { "id": "NKgMZ4bDcHf7" }, "source": [ "注意: データ拡張レイヤーとドロップアウトレイヤーは、推論時に非アクティブになります。" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:30:05.729604Z", "iopub.status.busy": "2024-01-11T22:30:05.729315Z", "iopub.status.idle": "2024-01-11T22:30:06.115435Z", "shell.execute_reply": "2024-01-11T22:30:06.114701Z" }, "id": "dC40sRITBSsQ" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading data from https://storage.googleapis.com/download.tensorflow.org/example_images/592px-Red_sunflower.jpg\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " 8192/117948 [=>............................] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "117948/117948 [==============================] - 0s 0us/step\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", "1/1 [==============================] - ETA: 0s" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", "1/1 [==============================] - 0s 270ms/step\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "This image most likely belongs to sunflowers with a 98.38 percent confidence.\n" ] } ], "source": [ "sunflower_url = \"https://storage.googleapis.com/download.tensorflow.org/example_images/592px-Red_sunflower.jpg\"\n", "sunflower_path = tf.keras.utils.get_file('Red_sunflower', origin=sunflower_url)\n", "\n", "img = tf.keras.utils.load_img(\n", " sunflower_path, target_size=(img_height, img_width)\n", ")\n", "img_array = tf.keras.utils.img_to_array(img)\n", "img_array = tf.expand_dims(img_array, 0) # Create a batch\n", "\n", "predictions = model.predict(img_array)\n", "score = tf.nn.softmax(predictions[0])\n", "\n", "print(\n", " \"This image most likely belongs to {} with a {:.2f} percent confidence.\"\n", " .format(class_names[np.argmax(score)], 100 * np.max(score))\n", ")" ] }, { "cell_type": "markdown", "metadata": { "id": "aOc3PZ2N2r18" }, "source": [ "## TensorFlow Lite を使用する\n", "\n", "TensorFlow Lite は、オンデバイスの機械学習を可能にする一連のツールで、開発者がモバイルデバイス、組み込みデバイス、エッジデバイスでモデルを実行できるようにします。" ] }, { "cell_type": "markdown", "metadata": { "id": "cThu25rh4LPP" }, "source": [ "### Keras Sequential モデルを TensorFlow Lite モデルに変換する\n", "\n", "トレーニング済みのモデルをオンデバイスのアプリケーションで使用するには、まず [TensorFlow Lite](https://www.tensorflow.org/lite/) モデルと呼ばれる、より小さく効率的なモデル形式に[変換](https://www.tensorflow.org/lite/models/convert)します。\n", "\n", "この例では、トレーニング済みの Keras Sequential モデルを取得し、`tf.lite.TFLiteConverter.from_keras_model` を使用して [TensorFlow Lite](https://www.tensorflow.org/lite/) モデルを生成します。" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:30:06.119356Z", "iopub.status.busy": "2024-01-11T22:30:06.118682Z", "iopub.status.idle": "2024-01-11T22:30:09.216597Z", "shell.execute_reply": "2024-01-11T22:30:09.215762Z" }, "id": "mXo6ftuL2ufx" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "INFO:tensorflow:Assets written to: /tmpfs/tmp/tmpgfjhdzpd/assets\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO:tensorflow:Assets written to: /tmpfs/tmp/tmpgfjhdzpd/assets\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "2024-01-11 22:30:08.730272: W tensorflow/compiler/mlir/lite/python/tf_tfl_flatbuffer_helpers.cc:378] Ignored output_format.\n", "2024-01-11 22:30:08.730316: W tensorflow/compiler/mlir/lite/python/tf_tfl_flatbuffer_helpers.cc:381] Ignored drop_control_dependency.\n", "Summary on the non-converted ops:\n", "---------------------------------\n", " * Accepted dialects: tfl, builtin, func\n", " * Non-Converted Ops: 11, Total Ops 23, % non-converted = 47.83 %\n", " * 11 ARITH ops\n", "\n", "- arith.constant: 11 occurrences (f32: 10, i32: 1)\n", "\n", "\n", "\n", " (f32: 3)\n", " (f32: 2)\n", " (f32: 3)\n", " (f32: 1)\n" ] } ], "source": [ "# Convert the model.\n", "converter = tf.lite.TFLiteConverter.from_keras_model(model)\n", "tflite_model = converter.convert()\n", "\n", "# Save the model.\n", "with open('model.tflite', 'wb') as f:\n", " f.write(tflite_model)" ] }, { "cell_type": "markdown", "metadata": { "id": "4R26OU4gGKhh" }, "source": [ "前のステップで保存した TensorFlow Lite モデルには、複数の関数シグネチャを含めることができます。Keras モデルコンバーター API は、デフォルトのシグネチャを自動的に使用します。詳細は [TensorFlow Lite シグネチャ](https://www.tensorflow.org/lite/guide/signatures)を参照してください。" ] }, { "cell_type": "markdown", "metadata": { "id": "7fjQfXaV2l-5" }, "source": [ "### TensorFlow Lite モデルを実行する\n", "\n", "`tf.lite.Interpreter` クラスを介して、Python で TensorFlow Lite の保存されたモデルシグネチャにアクセスできます。\n", "\n", "`Interpreter` を使用してモデルを読み込みます。" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:30:09.220320Z", "iopub.status.busy": "2024-01-11T22:30:09.220055Z", "iopub.status.idle": "2024-01-11T22:30:09.224830Z", "shell.execute_reply": "2024-01-11T22:30:09.224214Z" }, "id": "cHYcip_FOaHq" }, "outputs": [], "source": [ "TF_MODEL_FILE_PATH = 'model.tflite' # The default path to the saved TensorFlow Lite model\n", "\n", "interpreter = tf.lite.Interpreter(model_path=TF_MODEL_FILE_PATH)" ] }, { "cell_type": "markdown", "metadata": { "id": "nPUXY6BdHDHo" }, "source": [ "変換されたモデルからシグネチャを出力して、入力 (および出力) の名前を取得します。\n" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:30:09.228278Z", "iopub.status.busy": "2024-01-11T22:30:09.227717Z", "iopub.status.idle": "2024-01-11T22:30:09.232062Z", "shell.execute_reply": "2024-01-11T22:30:09.231473Z" }, "id": "ZdDl00E2OaHq" }, "outputs": [ { "data": { "text/plain": [ "{'serving_default': {'inputs': ['sequential_1_input'], 'outputs': ['outputs']}}" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "interpreter.get_signature_list()" ] }, { "cell_type": "markdown", "metadata": { "id": "4eVFqT0je3YG" }, "source": [ "この例では、`serving_default` という名前のデフォルトシグネチャが 1 つあります。さらに、`'inputs'` の名前は `'sequential_1_input'` であり、`'outputs'` の名前は `'outputs'` です。このチュートリアルで前に示したように、`Model.summary` を実行すると、これらの最初と最後の Keras レイヤー名を検索できます。\n", "\n", "次のようにシグネチャ名を渡すことで、`tf.lite.Interpreter.get_signature_runner` を使用してサンプル画像で推論を実行し、読み込まれた TensorFlow モデルをテストできます。" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:30:09.235185Z", "iopub.status.busy": "2024-01-11T22:30:09.234609Z", "iopub.status.idle": "2024-01-11T22:30:09.239209Z", "shell.execute_reply": "2024-01-11T22:30:09.238606Z" }, "id": "yFoT_7W_OaHq" }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "classify_lite = interpreter.get_signature_runner('serving_default')\n", "classify_lite" ] }, { "cell_type": "markdown", "metadata": { "id": "b1mfRcBOnEx0" }, "source": [ "チュートリアルの前半で行ったように、TensorFlow Lite モデルを使用して、トレーニングセットまたは検証セットに含まれていない画像を分類できます。\n", "\n", "画像は既にテンソル化され、`img_array` として保存されています。次に、読み込まれた TensorFlow Lite モデル (`predictions_lite`)の最初の引数 (`'inputs'` の名前)に渡し、ソフトマックス活性化を計算し、計算された確率が最も高いクラスの予測を出力します。" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:30:09.242170Z", "iopub.status.busy": "2024-01-11T22:30:09.241781Z", "iopub.status.idle": "2024-01-11T22:30:09.252632Z", "shell.execute_reply": "2024-01-11T22:30:09.251958Z" }, "id": "sEqR27YcnFvc" }, "outputs": [], "source": [ "predictions_lite = classify_lite(sequential_1_input=img_array)['outputs']\n", "score_lite = tf.nn.softmax(predictions_lite)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:30:09.255648Z", "iopub.status.busy": "2024-01-11T22:30:09.255412Z", "iopub.status.idle": "2024-01-11T22:30:09.259656Z", "shell.execute_reply": "2024-01-11T22:30:09.259054Z" }, "id": "ZKP_GFeKUWb5" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This image most likely belongs to sunflowers with a 98.38 percent confidence.\n" ] } ], "source": [ "print(\n", " \"This image most likely belongs to {} with a {:.2f} percent confidence.\"\n", " .format(class_names[np.argmax(score_lite)], 100 * np.max(score_lite))\n", ")" ] }, { "cell_type": "markdown", "metadata": { "id": "Poz_iYgeUg_U" }, "source": [ "Lite モデルが生成した予測は、元のモデルが生成した予測とほぼ同一になります。" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "execution": { "iopub.execute_input": "2024-01-11T22:30:09.262483Z", "iopub.status.busy": "2024-01-11T22:30:09.262258Z", "iopub.status.idle": "2024-01-11T22:30:09.265834Z", "shell.execute_reply": "2024-01-11T22:30:09.265215Z" }, "id": "InXXDJL8UYC1" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.1920929e-06\n" ] } ], "source": [ "print(np.max(np.abs(predictions - predictions_lite)))" ] }, { "cell_type": "markdown", "metadata": { "id": "5hJzY8XijM7N" }, "source": [ "モデルは画像が 5 つのクラス、`'daisy'`、`'dandelion'`、`'roses'`、`'sunflowers'`、および `'tulips'` のうちヒマワリに属すると予測する必要があります。これは TensorFlow Lite 変換前と同じ結果です。\n" ] }, { "cell_type": "markdown", "metadata": { "id": "1RlfCY9v2_ir" }, "source": [ "## 次のステップ\n", "\n", "このチュートリアルでは、画像分類用のモデルをトレーニングしてテストし、オンデバイスのアプリケーション(画像分類アプリケーションなど)用の TensorFlow Lite 形式に変換し、Python API を使用して TensorFlow Lite モデルで推論を実行する方法を示しました。\n", "\n", "TensorFlow Lite についての詳細は、[チュートリアル](https://www.tensorflow.org/lite/tutorials)と[ガイド](https://www.tensorflow.org/lite/guide)を参照してください。" ] } ], "metadata": { "accelerator": "GPU", "colab": { "collapsed_sections": [], "name": "classification.ipynb", "toc_visible": true }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 0 }