@tensorflow/tfjs-core/integration_tests/benchmarks/math-benchmark.html

Hardware-accelerated JavaScript library for machine intelligence

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<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.4.0/Chart.bundle.min.js"></script>
<link rel="import" href="../node_modules/@bower_components/polymer/polymer.html">
<link rel="import" href="../node_modules/@bower_components/paper-dropdown-menu/paper-dropdown-menu.html">
<link rel="import" href="../node_modules/@bower_components/paper-listbox/paper-listbox.html">
<link rel="import" href="../node_modules/@bower_components/paper-item/paper-item.html">

<dom-module id="math-benchmark">
<style>
  .run-header {
    margin: 12px 0;
  }
  .run-test .run-stop, .run-group-name {
    display: inline-block;
    margin-right: 10px;
  }
  .run-plot {
    display: none;
  }
  .run-numbers-table, .run-plot-container {
    display: inline-block;
    vertical-align: middle;
  }
  .run-numbers-row {
    display: table-row;
  }
  .run-numbers-cell {
    display: table-cell;
    font-size: 12px;
    padding: 0 5px;
  }
  .container {
    margin-top: 20px;
    margin-left: 20px;
  }
  .header {
    font-size: 24px;
  }
  .subheader {
    margin: 12px 0;
    font-size: 15px;
  }
  .run-test, .run-stop {
    margin-right: 12px;
  }
  .math-test {
    margin: 12px 0;
    border-bottom: 1px solid rgba(0, 0, 0, .2);
  }
  .math-tests {
    margin-top: 28px;
  }
  .run-group-name {
    font-size: 17px;
  }
  .run-message {
    font-style: italic;
  }
  .params {
    font-family: monospace;
    font-size: 10px;
  }
</style>

<template>
<div class="container">
  <div class="header">Benchmarks</div>
  <div class="subheader">Values are averaged over many examples. See JavaScript console for streamed results.</div>
  <div class="math-tests">
    <template is="dom-repeat" items="[[benchmarks]]" as="benchmark">
      <div class="math-test">
        <div class="run-group-name">[[benchmark.name]]</div>
        <div class="params">[[getDisplayParams(benchmark.params, benchmark.selectedOption)]]</div>
        <paper-dropdown-menu no-animations label="Op type" id="options" hidden="[[!benchmark.options]]">
          <paper-listbox attr-for-selected="value" class="dropdown-content" selected="{{benchmark.selectedOption}}" slot="dropdown-content">
            <template is="dom-repeat" items="[[benchmark.options]]">
              <paper-item  value="[[item]]" label="[[item]]">
                [[item]]
              </paper-item>
            </template>
          </paper-listbox>
        </paper-dropdown-menu>

        <div class="run-header">
          <button class="run-test mdl-button mdl-js-button mdl-button--raised mdl-js-ripple-effect mdl-button--accent">Run</button>
          <button class="run-stop mdl-button mdl-js-button mdl-button--raised mdl-js-ripple-effect mdl-button--accent">Stop</button>
        </div>
        <div class="run-body">
          <div class="run-message" style="display: none">Running, be patient...</div>
          <div class="run-numbers-table"></div>
          <div class="run-plot-container">
            <canvas class="run-plot" width="360" height="270"></canvas>
          </div>
        </div>
      </div>
    </template>
  </div>
</div>
</template>
</dom-module>