{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "CMjeUathdbUf"
   },
   "source": [
    "# Live Loss Plot with Torchbearer\n",
    "\n",
    "There is a great tool for visualising training in notebooks called [livelossplot](https://github.com/stared/livelossplot). In this example we will be showing how we can output the quickstart example to livelossplot with torchbearer. \n",
    "\n",
    "**Note**: The easiest way to use this tutorial is as a colab notebook, which allows you to dive in with no setup. We recommend you enable a free GPU with\n",
    "\n",
    "> **Runtime**   →   **Change runtime type**   →   **Hardware Accelerator: GPU**\n",
    "\n",
    "## Install Torchbearer\n",
    "\n",
    "First we install torchbearer if needed. \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.4.0.dev\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    import torchbearer\n",
    "except:\n",
    "    !pip install -q torchbearer\n",
    "    import torchbearer\n",
    "\n",
    "!pip install livelossplot\n",
    "print(torchbearer.__version__)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading Data\n",
    "\n",
    "In exactly the same way as the quickstart guide, we load some data (CIFAR-10) with `torchvision`. The `DatasetValidationSplitter` here lets us get a validation set to work with."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Files already downloaded and verified\n",
      "Files already downloaded and verified\n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "import torchvision\n",
    "from torchvision import transforms\n",
    "\n",
    "from torchbearer.cv_utils import DatasetValidationSplitter\n",
    "\n",
    "BATCH_SIZE = 128\n",
    "\n",
    "normalize = transforms.Normalize(mean=[0.485, 0.456, 0.406],\n",
    "                                 std=[0.229, 0.224, 0.225])\n",
    "\n",
    "dataset = torchvision.datasets.CIFAR10(root='./data/cifar', train=True, download=True,\n",
    "                                        transform=transforms.Compose([transforms.ToTensor(), normalize]))\n",
    "splitter = DatasetValidationSplitter(len(dataset), 0.1)\n",
    "trainset = splitter.get_train_dataset(dataset)\n",
    "valset = splitter.get_val_dataset(dataset)\n",
    "\n",
    "traingen = torch.utils.data.DataLoader(trainset, pin_memory=True, batch_size=BATCH_SIZE, shuffle=True, num_workers=10)\n",
    "valgen = torch.utils.data.DataLoader(valset, pin_memory=True, batch_size=BATCH_SIZE, shuffle=True, num_workers=10)\n",
    "\n",
    "\n",
    "testset = torchvision.datasets.CIFAR10(root='./data/cifar', train=False, download=True,\n",
    "                                       transform=transforms.Compose([transforms.ToTensor(), normalize]))\n",
    "testgen = torch.utils.data.DataLoader(testset, pin_memory=True, batch_size=BATCH_SIZE, shuffle=False, num_workers=10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "gG6QGvSjd7ea"
   },
   "source": [
    "## Defining the Model\n",
    "\n",
    "We now need a model, here's a simple 3 layer strided CNN:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 53
    },
    "colab_type": "code",
    "id": "X3SlS_I3dmPh",
    "outputId": "82fd335a-f4d3-404a-db86-5de2524c9f27"
   },
   "outputs": [],
   "source": [
    "import torch.nn as nn\n",
    "\n",
    "class SimpleModel(nn.Module):\n",
    "    def __init__(self):\n",
    "        super(SimpleModel, self).__init__()\n",
    "        self.convs = nn.Sequential(\n",
    "            nn.Conv2d(3, 16, stride=2, kernel_size=3),\n",
    "            nn.BatchNorm2d(16),\n",
    "            nn.ReLU(),\n",
    "            nn.Conv2d(16, 32, stride=2, kernel_size=3),\n",
    "            nn.BatchNorm2d(32),\n",
    "            nn.ReLU(),\n",
    "            nn.Conv2d(32, 64, stride=2, kernel_size=3),\n",
    "            nn.BatchNorm2d(64),\n",
    "            nn.ReLU()\n",
    "        )\n",
    "\n",
    "        self.classifier = nn.Linear(576, 10)\n",
    "\n",
    "    def forward(self, x):\n",
    "        x = self.convs(x)\n",
    "        x = x.view(-1, 576)\n",
    "        return self.classifier(x)\n",
    "\n",
    "\n",
    "model = SimpleModel()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "oPQI3Jd5fCfz"
   },
   "source": [
    "Training on Cifar10\n",
    "-------------------------------------\n",
    "\n",
    "Now we set up the trial with the same parameters as in the quickstart example. We add the LiveLossPlot callback and tell it not to hide the first few epochs. We can then see the figure update as training progresses. Note that we have set verbose=0 since LiveLossPlot clears output often anyway. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 408,
     "resources": {
      "http://localhost:8080/nbextensions/google.colab/colabwidgets/controls.css": {
       "data": "/* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /* We import all of these together in a single css file because the Webpack
loader sees only one file at a time. This allows postcss to see the variable
definitions when they are used. */

 /*-----------------------------------------------------------------------------
| Copyright (c) Jupyter Development Team.
| Distributed under the terms of the Modified BSD License.
|----------------------------------------------------------------------------*/

 /*
This file is copied from the JupyterLab project to define default styling for
when the widget styling is compiled down to eliminate CSS variables. We make one
change - we comment out the font import below.
*/

 /**
 * The material design colors are adapted from google-material-color v1.2.6
 * https://github.com/danlevan/google-material-color
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/dist/palette.var.css
 *
 * The license for the material design color CSS variables is as follows (see
 * https://github.com/danlevan/google-material-color/blob/f67ca5f4028b2f1b34862f64b0ca67323f91b088/LICENSE)
 *
 * The MIT License (MIT)
 *
 * Copyright (c) 2014 Dan Le Van
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy
 * of this software and associated documentation files (the "Software"), to deal
 * in the Software without restriction, including without limitation the rights
 * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 * copies of the Software, and to permit persons to whom the Software is
 * furnished to do so, subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in
 * all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
 * SOFTWARE.
 */

 /*
The following CSS variables define the main, public API for styling JupyterLab.
These variables should be used by all plugins wherever possible. In other
words, plugins should not define custom colors, sizes, etc unless absolutely
necessary. This enables users to change the visual theme of JupyterLab
by changing these variables.

Many variables appear in an ordered sequence (0,1,2,3). These sequences
are designed to work well together, so for example, `--jp-border-color1` should
be used with `--jp-layout-color1`. The numbers have the following meanings:

* 0: super-primary, reserved for special emphasis
* 1: primary, most important under normal situations
* 2: secondary, next most important under normal situations
* 3: tertiary, next most important under normal situations

Throughout JupyterLab, we are mostly following principles from Google's
Material Design when selecting colors. We are not, however, following
all of MD as it is not optimized for dense, information rich UIs.
*/

 /*
 * Optional monospace font for input/output prompt.
 */

 /* Commented out in ipywidgets since we don't need it. */

 /* @import url('https://fonts.googleapis.com/css?family=Roboto+Mono'); */

 /*
 * Added for compabitility with output area
 */

 :root {

  /* Borders

  The following variables, specify the visual styling of borders in JupyterLab.
   */

  /* UI Fonts

  The UI font CSS variables are used for the typography all of the JupyterLab
  user interface elements that are not directly user generated content.
  */ /* Base font size */ /* Ensures px perfect FontAwesome icons */

  /* Use these font colors against the corresponding main layout colors.
     In a light theme, these go from dark to light.
  */

  /* Use these against the brand/accent/warn/error colors.
     These will typically go from light to darker, in both a dark and light theme
   */

  /* Content Fonts

  Content font variables are used for typography of user generated content.
  */ /* Base font size */


  /* Layout

  The following are the main layout colors use in JupyterLab. In a light
  theme these would go from light to dark.
  */

  /* Brand/accent */

  /* State colors (warn, error, success, info) */

  /* Cell specific styles */
  /* A custom blend of MD grey and blue 600
   * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */
  /* A custom blend of MD grey and orange 600
   * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */

  /* Notebook specific styles */

  /* Console specific styles */

  /* Toolbar specific styles */
}

 /* Copyright (c) Jupyter Development Team.
 * Distributed under the terms of the Modified BSD License.
 */

 /*
 * We assume that the CSS variables in
 * https://github.com/jupyterlab/jupyterlab/blob/master/src/default-theme/variables.css
 * have been defined.
 */

 /* This file has code derived from PhosphorJS CSS files, as noted below. The license for this PhosphorJS code is:

Copyright (c) 2014-2017, PhosphorJS Contributors
All rights reserved.

Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are met:

* Redistributions of source code must retain the above copyright notice, this
  list of conditions and the following disclaimer.

* Redistributions in binary form must reproduce the above copyright notice,
  this list of conditions and the following disclaimer in the documentation
  and/or other materials provided with the distribution.

* Neither the name of the copyright holder nor the names of its
  contributors may be used to endorse or promote products derived from
  this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

*/

 /*
 * The following section is derived from https://github.com/phosphorjs/phosphor/blob/23b9d075ebc5b73ab148b6ebfc20af97f85714c4/packages/widgets/style/tabbar.css 
 * We've scoped the rules so that they are consistent with exactly our code.
 */

 .jupyter-widgets.widget-tab > .p-TabBar {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
  margin: 0;
  padding: 0;
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  list-style-type: none;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='horizontal'] > .p-TabBar-content {
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
}

 .jupyter-widgets.widget-tab > .p-TabBar[data-orientation='vertical'] > .p-TabBar-content {
  -webkit-box-orient: vertical;
  -webkit-box-direction: normal;
      -ms-flex-direction: column;
          flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
  display: -webkit-box;
  display: -ms-flexbox;
  display: flex;
  -webkit-box-orient: horizontal;
  -webkit-box-direction: normal;
      -ms-flex-direction: row;
          flex-direction: row;
  -webkit-box-sizing: border-box;
          box-sizing: border-box;
  overflow: hidden;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
  -webkit-box-flex: 0;
      -ms-flex: 0 0 auto;
          flex: 0 0 auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel {
  -webkit-box-flex: 1;
      -ms-flex: 1 1 auto;
          flex: 1 1 auto;
  overflow: hidden;
  white-space: nowrap;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-hidden {
  display: none !important;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab {
  position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='horizontal'] .p-TabBar-tab {
  left: 0;
  -webkit-transition: left 150ms ease;
  transition: left 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging[data-orientation='vertical'] .p-TabBar-tab {
  top: 0;
  -webkit-transition: top 150ms ease;
  transition: top 150ms ease;
}

 .jupyter-widgets.widget-tab > .p-TabBar.p-mod-dragging .p-TabBar-tab.p-mod-dragging {
  -webkit-transition: none;
  transition: none;
}

 /* End tabbar.css */

 :root { /* margin between inline elements */

    /* From Material Design Lite */
}

 .jupyter-widgets {
    margin: 2px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    color: black;
    overflow: visible;
}

 .jupyter-widgets.jupyter-widgets-disconnected::before {
    line-height: 28px;
    height: 28px;
}

 .jp-Output-result > .jupyter-widgets {
    margin-left: 0;
    margin-right: 0;
}

 /* vbox and hbox */

 .widget-inline-hbox {
    /* Horizontal widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
    -webkit-box-align: baseline;
        -ms-flex-align: baseline;
            align-items: baseline;
}

 .widget-inline-vbox {
    /* Vertical Widgets */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widget-box {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    margin: 0;
    overflow: auto;
}

 .widget-gridbox {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    display: grid;
    margin: 0;
    overflow: auto;
}

 .widget-hbox {
    -webkit-box-orient: horizontal;
    -webkit-box-direction: normal;
        -ms-flex-direction: row;
            flex-direction: row;
}

 .widget-vbox {
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 /* General Button Styling */

 .jupyter-button {
    padding-left: 10px;
    padding-right: 10px;
    padding-top: 0px;
    padding-bottom: 0px;
    display: inline-block;
    white-space: nowrap;
    overflow: hidden;
    text-overflow: ellipsis;
    text-align: center;
    font-size: 13px;
    cursor: pointer;

    height: 28px;
    border: 0px solid;
    line-height: 28px;
    -webkit-box-shadow: none;
            box-shadow: none;

    color: rgba(0, 0, 0, .8);
    background-color: #EEEEEE;
    border-color: #E0E0E0;
    border: none;
}

 .jupyter-button i.fa {
    margin-right: 4px;
    pointer-events: none;
}

 .jupyter-button:empty:before {
    content: "\200b"; /* zero-width space */
}

 .jupyter-widgets.jupyter-button:disabled {
    opacity: 0.6;
}

 .jupyter-button i.fa.center {
    margin-right: 0;
}

 .jupyter-button:hover:enabled, .jupyter-button:focus:enabled {
    /* MD Lite 2dp shadow */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
            box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .14),
                0 3px 1px -2px rgba(0, 0, 0, .2),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .jupyter-button:active, .jupyter-button.mod-active {
    /* MD Lite 4dp shadow */
    -webkit-box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
            box-shadow: 0 4px 5px 0 rgba(0, 0, 0, .14),
                0 1px 10px 0 rgba(0, 0, 0, .12),
                0 2px 4px -1px rgba(0, 0, 0, .2);
    color: rgba(0, 0, 0, .8);
    background-color: #BDBDBD;
}

 .jupyter-button:focus:enabled {
    outline: 1px solid #64B5F6;
}

 /* Button "Primary" Styling */

 .jupyter-button.mod-primary {
    color: rgba(255, 255, 255, 1.0);
    background-color: #2196F3;
}

 .jupyter-button.mod-primary.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 .jupyter-button.mod-primary:active {
    color: rgba(255, 255, 255, 1);
    background-color: #1976D2;
}

 /* Button "Success" Styling */

 .jupyter-button.mod-success {
    color: rgba(255, 255, 255, 1.0);
    background-color: #4CAF50;
}

 .jupyter-button.mod-success.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 .jupyter-button.mod-success:active {
    color: rgba(255, 255, 255, 1);
    background-color: #388E3C;
 }

 /* Button "Info" Styling */

 .jupyter-button.mod-info {
    color: rgba(255, 255, 255, 1.0);
    background-color: #00BCD4;
}

 .jupyter-button.mod-info.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 .jupyter-button.mod-info:active {
    color: rgba(255, 255, 255, 1);
    background-color: #0097A7;
}

 /* Button "Warning" Styling */

 .jupyter-button.mod-warning {
    color: rgba(255, 255, 255, 1.0);
    background-color: #FF9800;
}

 .jupyter-button.mod-warning.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 .jupyter-button.mod-warning:active {
    color: rgba(255, 255, 255, 1);
    background-color: #F57C00;
}

 /* Button "Danger" Styling */

 .jupyter-button.mod-danger {
    color: rgba(255, 255, 255, 1.0);
    background-color: #F44336;
}

 .jupyter-button.mod-danger.mod-active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 .jupyter-button.mod-danger:active {
    color: rgba(255, 255, 255, 1);
    background-color: #D32F2F;
}

 /* Widget Button*/

 .widget-button, .widget-toggle-button {
    width: 148px;
}

 /* Widget Label Styling */

 /* Override Bootstrap label css */

 .jupyter-widgets label {
    margin-bottom: 0;
    margin-bottom: initial;
}

 .widget-label-basic {
    /* Basic Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-label {
    /* Label */
    color: black;
    font-size: 13px;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
    line-height: 28px;
}

 .widget-inline-hbox .widget-label {
    /* Horizontal Widget Label */
    color: black;
    text-align: right;
    margin-right: 8px;
    width: 80px;
    -ms-flex-negative: 0;
        flex-shrink: 0;
}

 .widget-inline-vbox .widget-label {
    /* Vertical Widget Label */
    color: black;
    text-align: center;
    line-height: 28px;
}

 /* Widget Readout Styling */

 .widget-readout {
    color: black;
    font-size: 13px;
    height: 28px;
    line-height: 28px;
    overflow: hidden;
    white-space: nowrap;
    text-align: center;
}

 .widget-readout.overflow {
    /* Overflowing Readout */

    /* From Material Design Lite
        shadow-key-umbra-opacity: 0.2;
        shadow-key-penumbra-opacity: 0.14;
        shadow-ambient-shadow-opacity: 0.12;
     */
    -webkit-box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                        0 3px 1px -2px rgba(0, 0, 0, .14),
                        0 1px 5px 0 rgba(0, 0, 0, .12);

    box-shadow: 0 2px 2px 0 rgba(0, 0, 0, .2),
                0 3px 1px -2px rgba(0, 0, 0, .14),
                0 1px 5px 0 rgba(0, 0, 0, .12);
}

 .widget-inline-hbox .widget-readout {
    /* Horizontal Readout */
    text-align: center;
    max-width: 148px;
    min-width: 72px;
    margin-left: 4px;
}

 .widget-inline-vbox .widget-readout {
    /* Vertical Readout */
    margin-top: 4px;
    /* as wide as the widget */
    width: inherit;
}

 /* Widget Checkbox Styling */

 .widget-checkbox {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-checkbox input[type="checkbox"] {
    margin: 0px 8px 0px 0px;
    line-height: 28px;
    font-size: large;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -ms-flex-item-align: center;
        align-self: center;
}

 /* Widget Valid Styling */

 .widget-valid {
    height: 28px;
    line-height: 28px;
    width: 148px;
    font-size: 13px;
}

 .widget-valid i:before {
    line-height: 28px;
    margin-right: 4px;
    margin-left: 4px;

    /* from the fa class in FontAwesome: https://github.com/FortAwesome/Font-Awesome/blob/49100c7c3a7b58d50baa71efef11af41a66b03d3/css/font-awesome.css#L14 */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .widget-valid.mod-valid i:before {
    content: "\f00c";
    color: green;
}

 .widget-valid.mod-invalid i:before {
    content: "\f00d";
    color: red;
}

 .widget-valid.mod-valid .widget-valid-readout {
    display: none;
}

 /* Widget Text and TextArea Stying */

 .widget-textarea, .widget-text {
    width: 300px;
}

 .widget-text input[type="text"], .widget-text input[type="number"]{
    height: 28px;
    line-height: 28px;
}

 .widget-text input[type="text"]:disabled, .widget-text input[type="number"]:disabled, .widget-textarea textarea:disabled {
    opacity: 0.6;
}

 .widget-text input[type="text"], .widget-text input[type="number"], .widget-textarea textarea {
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    outline: none !important;
}

 .widget-textarea textarea {
    height: inherit;
    width: inherit;
}

 .widget-text input:focus, .widget-textarea textarea:focus {
    border-color: #64B5F6;
}

 /* Widget Slider */

 .widget-slider .ui-slider {
    /* Slider Track */
    border: 1px solid #BDBDBD;
    background: #BDBDBD;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    position: relative;
    border-radius: 0px;
}

 .widget-slider .ui-slider .ui-slider-handle {
    /* Slider Handle */
    outline: none !important; /* focused slider handles are colored - see below */
    position: absolute;
    background-color: white;
    border: 1px solid #9E9E9E;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    z-index: 1;
    background-image: none; /* Override jquery-ui */
}

 /* Override jquery-ui */

 .widget-slider .ui-slider .ui-slider-handle:hover, .widget-slider .ui-slider .ui-slider-handle:focus {
    background-color: #2196F3;
    border: 1px solid #2196F3;
}

 .widget-slider .ui-slider .ui-slider-handle:active {
    background-color: #2196F3;
    border-color: #2196F3;
    z-index: 2;
    -webkit-transform: scale(1.2);
            transform: scale(1.2);
}

 .widget-slider  .ui-slider .ui-slider-range {
    /* Interval between the two specified value of a double slider */
    position: absolute;
    background: #2196F3;
    z-index: 0;
}

 /* Shapes of Slider Handles */

 .widget-hslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-top: -7px;
    margin-left: -7px;
    border-radius: 50%;
    top: 0;
}

 .widget-vslider .ui-slider .ui-slider-handle {
    width: 16px;
    height: 16px;
    margin-bottom: -7px;
    margin-left: -7px;
    border-radius: 50%;
    left: 0;
}

 .widget-hslider .ui-slider .ui-slider-range {
    height: 8px;
    margin-top: -3px;
}

 .widget-vslider .ui-slider .ui-slider-range {
    width: 8px;
    margin-left: -3px;
}

 /* Horizontal Slider */

 .widget-hslider {
    width: 300px;
    height: 28px;
    line-height: 28px;

    /* Override the align-items baseline. This way, the description and readout
    still seem to align their baseline properly, and we don't have to have
    align-self: stretch in the .slider-container. */
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;
}

 .widgets-slider .slider-container {
    overflow: visible;
}

 .widget-hslider .slider-container {
    height: 28px;
    margin-left: 6px;
    margin-right: 6px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
}

 .widget-hslider .ui-slider {
    /* Inner, invisible slide div */
    height: 4px;
    margin-top: 12px;
    width: 100%;
}

 /* Vertical Slider */

 .widget-vbox .widget-label {
    height: 28px;
    line-height: 28px;
}

 .widget-vslider {
    /* Vertical Slider */
    height: 200px;
    width: 72px;
}

 .widget-vslider .slider-container {
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 6px;
    margin-top: 6px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .widget-vslider .ui-slider-vertical {
    /* Inner, invisible slide div */
    width: 4px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-left: auto;
    margin-right: auto;
}

 /* Widget Progress Styling */

 .progress-bar {
    -webkit-transition: none;
    transition: none;
}

 .progress-bar {
    height: 28px;
}

 .progress-bar {
    background-color: #2196F3;
}

 .progress-bar-success {
    background-color: #4CAF50;
}

 .progress-bar-info {
    background-color: #00BCD4;
}

 .progress-bar-warning {
    background-color: #FF9800;
}

 .progress-bar-danger {
    background-color: #F44336;
}

 .progress {
    background-color: #EEEEEE;
    border: none;
    -webkit-box-shadow: none;
            box-shadow: none;
}

 /* Horisontal Progress */

 .widget-hprogress {
    /* Progress Bar */
    height: 28px;
    line-height: 28px;
    width: 300px;
    -webkit-box-align: center;
        -ms-flex-align: center;
            align-items: center;

}

 .widget-hprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-top: 4px;
    margin-bottom: 4px;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    /* Override bootstrap style */
    height: auto;
    height: initial;
}

 /* Vertical Progress */

 .widget-vprogress {
    height: 200px;
    width: 72px;
}

 .widget-vprogress .progress {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    width: 20px;
    margin-left: auto;
    margin-right: auto;
    margin-bottom: 0;
}

 /* Select Widget Styling */

 .widget-dropdown {
    height: 28px;
    width: 300px;
    line-height: 28px;
}

 .widget-dropdown > select {
    padding-right: 20px;
    border: 1px solid #9E9E9E;
    border-radius: 0;
    height: inherit;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    outline: none !important;
    -webkit-box-shadow: none;
            box-shadow: none;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    vertical-align: top;
    padding-left: 8px;
	appearance: none;
	-webkit-appearance: none;
	-moz-appearance: none;
    background-repeat: no-repeat;
	background-size: 20px;
	background-position: right center;
    background-image: url("data:image/svg+xml;base64,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");
}

 .widget-dropdown > select:focus {
    border-color: #64B5F6;
}

 .widget-dropdown > select:disabled {
    opacity: 0.6;
}

 /* To disable the dotted border in Firefox around select controls.
   See http://stackoverflow.com/a/18853002 */

 .widget-dropdown > select:-moz-focusring {
    color: transparent;
    text-shadow: 0 0 0 #000;
}

 /* Select and SelectMultiple */

 .widget-select {
    width: 300px;
    line-height: 28px;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    -webkit-box-align: start;
        -ms-flex-align: start;
            align-items: flex-start;
}

 .widget-select > select {
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    -webkit-box-flex: 1;
        -ms-flex: 1 1 148px;
            flex: 1 1 148px;
    outline: none !important;
    overflow: auto;
    height: inherit;

    /* Because Firefox defines the baseline of a select as the bottom of the
    control, we align the entire control to the top and add padding to the
    select to get an approximate first line baseline alignment. */
    padding-top: 5px;
}

 .widget-select > select:focus {
    border-color: #64B5F6;
}

 .wiget-select > select > option {
    padding-left: 4px;
    line-height: 28px;
    /* line-height doesn't work on some browsers for select options */
    padding-top: calc(28px - var(--jp-widgets-font-size) / 2);
    padding-bottom: calc(28px - var(--jp-widgets-font-size) / 2);
}

 /* Toggle Buttons Styling */

 .widget-toggle-buttons {
    line-height: 28px;
}

 .widget-toggle-buttons .widget-toggle-button {
    margin-left: 2px;
    margin-right: 2px;
}

 .widget-toggle-buttons .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Radio Buttons Styling */

 .widget-radio {
    width: 300px;
    line-height: 28px;
}

 .widget-radio-box {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    margin-bottom: 8px;
}

 .widget-radio-box label {
    height: 20px;
    line-height: 20px;
    font-size: 13px;
}

 .widget-radio-box input {
    height: 20px;
    line-height: 20px;
    margin: 0 8px 0 1px;
    float: left;
}

 /* Color Picker Styling */

 .widget-colorpicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-colorpicker > .widget-colorpicker-input {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 72px;
}

 .widget-colorpicker input[type="color"] {
    width: 28px;
    height: 28px;
    padding: 0 2px; /* make the color square actually square on Chrome on OS X */
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    border-left: none;
    -webkit-box-flex: 0;
        -ms-flex-positive: 0;
            flex-grow: 0;
    -ms-flex-negative: 0;
        flex-shrink: 0;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    -ms-flex-item-align: stretch;
        align-self: stretch;
    outline: none !important;
}

 .widget-colorpicker.concise input[type="color"] {
    border-left: 1px solid #9E9E9E;
}

 .widget-colorpicker input[type="color"]:focus, .widget-colorpicker input[type="text"]:focus {
    border-color: #64B5F6;
}

 .widget-colorpicker input[type="text"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    outline: none !important;
    height: 28px;
    line-height: 28px;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    font-size: 13px;
    padding: 4px 8px;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    -ms-flex-negative: 1;
        flex-shrink: 1;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-colorpicker input[type="text"]:disabled {
    opacity: 0.6;
}

 /* Date Picker Styling */

 .widget-datepicker {
    width: 300px;
    height: 28px;
    line-height: 28px;
}

 .widget-datepicker input[type="date"] {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    min-width: 0; /* This makes it possible for the flexbox to shrink this input */
    outline: none !important;
    height: 28px;
    border: 1px solid #9E9E9E;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    font-size: 13px;
    padding: 4px 8px;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
}

 .widget-datepicker input[type="date"]:focus {
    border-color: #64B5F6;
}

 .widget-datepicker input[type="date"]:invalid {
    border-color: #FF9800;
}

 .widget-datepicker input[type="date"]:disabled {
    opacity: 0.6;
}

 /* Play Widget */

 .widget-play {
    width: 148px;
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .widget-play .jupyter-button {
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    height: auto;
}

 .widget-play .jupyter-button:disabled {
    opacity: 0.6;
}

 /* Tab Widget */

 .jupyter-widgets.widget-tab {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    /* Necessary so that a tab can be shifted down to overlay the border of the box below. */
    overflow-x: visible;
    overflow-y: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar > .p-TabBar-content {
    /* Make sure that the tab grows from bottom up */
    -webkit-box-align: end;
        -ms-flex-align: end;
            align-items: flex-end;
    min-width: 0;
    min-height: 0;
}

 .jupyter-widgets.widget-tab > .widget-tab-contents {
    width: 100%;
    -webkit-box-sizing: border-box;
            box-sizing: border-box;
    margin: 0;
    background: white;
    color: rgba(0, 0, 0, .8);
    border: 1px solid #9E9E9E;
    padding: 15px;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    overflow: auto;
}

 .jupyter-widgets.widget-tab > .p-TabBar {
    font: 13px Helvetica, Arial, sans-serif;
    min-height: 25px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab {
    -webkit-box-flex: 0;
        -ms-flex: 0 1 144px;
            flex: 0 1 144px;
    min-width: 35px;
    min-height: 25px;
    line-height: 24px;
    margin-left: -1px;
    padding: 0px 10px;
    background: #EEEEEE;
    color: rgba(0, 0, 0, .5);
    border: 1px solid #9E9E9E;
    border-bottom: none;
    position: relative;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current {
    color: rgba(0, 0, 0, 1.0);
    /* We want the background to match the tab content background */
    background: white;
    min-height: 26px;
    -webkit-transform: translateY(1px);
            transform: translateY(1px);
    overflow: visible;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab.p-mod-current:before {
    position: absolute;
    top: -1px;
    left: -1px;
    content: '';
    height: 2px;
    width: calc(100% + 2px);
    background: #2196F3;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:first-child {
    margin-left: 0;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tab:hover:not(.p-mod-current) {
    background: white;
    color: rgba(0, 0, 0, .8);
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon {
    margin-left: 4px;
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-mod-closable > .p-TabBar-tabCloseIcon:before {
    font-family: FontAwesome;
    content: '\f00d'; /* close */
}

 .jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabIcon,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabLabel,
.jupyter-widgets.widget-tab > .p-TabBar .p-TabBar-tabCloseIcon {
    line-height: 24px;
}

 /* Accordion Widget */

 .p-Collapse {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Collapse-header {
    padding: 4px;
    cursor: pointer;
    color: rgba(0, 0, 0, .5);
    background-color: #EEEEEE;
    border: 1px solid #9E9E9E;
    padding: 10px 15px;
    font-weight: bold;
}

 .p-Collapse-header:hover {
    background-color: white;
    color: rgba(0, 0, 0, .8);
}

 .p-Collapse-open > .p-Collapse-header {
    background-color: white;
    color: rgba(0, 0, 0, 1.0);
    cursor: default;
    border-bottom: none;
}

 .p-Collapse .p-Collapse-header::before {
    content: '\f0da\00A0';  /* caret-right, non-breaking space */
    display: inline-block;
    font: normal normal normal 14px/1 FontAwesome;
    font-size: inherit;
    text-rendering: auto;
    -webkit-font-smoothing: antialiased;
    -moz-osx-font-smoothing: grayscale;
}

 .p-Collapse-open > .p-Collapse-header::before {
    content: '\f0d7\00A0'; /* caret-down, non-breaking space */
}

 .p-Collapse-contents {
    padding: 15px;
    background-color: white;
    color: rgba(0, 0, 0, .8);
    border-left: 1px solid #9E9E9E;
    border-right: 1px solid #9E9E9E;
    border-bottom: 1px solid #9E9E9E;
    overflow: auto;
}

 .p-Accordion {
    display: -webkit-box;
    display: -ms-flexbox;
    display: flex;
    -webkit-box-orient: vertical;
    -webkit-box-direction: normal;
        -ms-flex-direction: column;
            flex-direction: column;
    -webkit-box-align: stretch;
        -ms-flex-align: stretch;
            align-items: stretch;
}

 .p-Accordion .p-Collapse {
    margin-bottom: 0;
}

 .p-Accordion .p-Collapse + .p-Collapse {
    margin-top: 4px;
}

 /* HTML widget */

 .widget-html, .widget-htmlmath {
    font-size: 13px;
}

 .widget-html > .widget-html-content, .widget-htmlmath > .widget-html-content {
    /* Fill out the area in the HTML widget */
    -ms-flex-item-align: stretch;
        align-self: stretch;
    -webkit-box-flex: 1;
        -ms-flex-positive: 1;
            flex-grow: 1;
    -ms-flex-negative: 1;
        flex-shrink: 1;
    /* Makes sure the baseline is still aligned with other elements */
    line-height: 28px;
    /* Make it possible to have absolutely-positioned elements in the html */
    position: relative;
}

/*# 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 */",
       "headers": [
        [
         "content-type",
         "text/css"
        ]
       ],
       "ok": true,
       "status": 200,
       "status_text": ""
      }
     }
    },
    "colab_type": "code",
    "id": "YPeepTKKdvGY",
    "outputId": "f6f7f166-d6c5-49f5-a081-f2fa1f45f105"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x864 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import torch.optim as optim\n",
    "\n",
    "device = 'cuda' if torch.cuda.is_available() else 'cpu'\n",
    "optimizer = optim.Adam(filter(lambda p: p.requires_grad, model.parameters()), lr=0.001)\n",
    "loss = nn.CrossEntropyLoss()\n",
    "\n",
    "import torchbearer\n",
    "from torchbearer import Trial\n",
    "from torchbearer.callbacks import LiveLossPlot\n",
    "\n",
    "%matplotlib inline\n",
    "callbacks = [LiveLossPlot(skip_first=0, fig_path=\"livelossplot.png\")]\n",
    "\n",
    "trial = Trial(model, optimizer, loss, metrics=['acc', 'loss'], callbacks=callbacks).to(device)\n",
    "trial.with_generators(train_generator=traingen, val_generator=valgen, test_generator=testgen)\n",
    "history = trial.run(epochs=5, verbose=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "colab": {},
    "colab_type": "code",
    "id": "r6RI63hkfWmj"
   },
   "source": [
    "We can also get access to the training history of the trial (returned by the run method), if we wanted to do any post analysis. The history is a list with one entry for each epoch. Each entry contains a tuple (num_train_steps, num_val_steps) and the metric dictionary from that epoch."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[{'running_acc': 0.5456249713897705, 'running_loss': 1.284641981124878, 'acc': 0.4652000069618225, 'loss': 1.4944727420806885, 'val_acc': 0.5419999957084656, 'val_loss': 1.2637748718261719, 'train_steps': 352, 'validation_steps': 40}, {'running_acc': 0.6014062166213989, 'running_loss': 1.1219536066055298, 'acc': 0.5860666632652283, 'loss': 1.1626864671707153, 'val_acc': 0.5898000001907349, 'val_loss': 1.1585801839828491, 'train_steps': 352, 'validation_steps': 40}, {'running_acc': 0.6479687094688416, 'running_loss': 0.9976592659950256, 'acc': 0.6349555850028992, 'loss': 1.0289160013198853, 'val_acc': 0.6309999823570251, 'val_loss': 1.0630345344543457, 'train_steps': 352, 'validation_steps': 40}, {'running_acc': 0.6753124594688416, 'running_loss': 0.9242058992385864, 'acc': 0.6682222485542297, 'loss': 0.9420693516731262, 'val_acc': 0.6371999979019165, 'val_loss': 1.0390995740890503, 'train_steps': 352, 'validation_steps': 40}, {'running_acc': 0.6942187547683716, 'running_loss': 0.8864815831184387, 'acc': 0.6918444633483887, 'loss': 0.8793859481811523, 'val_acc': 0.651199996471405, 'val_loss': 1.0223356485366821, 'train_steps': 352, 'validation_steps': 40}]\n"
     ]
    }
   ],
   "source": [
    "print(history)"
   ]
  }
 ],
 "metadata": {
  "accelerator": "GPU",
  "colab": {
   "name": "Quickstart.ipynb",
   "provenance": [],
   "version": "0.3.2"
  },
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
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