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demo.html
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demo.html
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<!DOCTYPE html>
<html lang="en" class="gr__materializecss_com">
<head>
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<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>DJL Demo</title>
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<a href="https://djl.ai" class="logo" id="logo-container">
<img src="https://djl.ai/website/img/djl-middle.png">
</a>
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<ul class="nav-ul">
<li v-for="(item, i) in navLinks" :key="i">
<a :href="item.url">{{item.name}}</a>
</li>
</ul>
</div>
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<a :href="item.url">{{item.name}}</a>
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<div class="blue-grey lighten-1 contentWrap">
<div class="container white">
<div class="section">
<h1 class="header center light-blue-text text-accent-2">DJL Live Demos</h1>
<div class="row center">
<h5 class="header col s12 light">Experience Java to solve your DL problem in a simple way.</h5>
</div>
<div class="row center">
<a href="https://github.com/aws-samples/djl-demo"
class="btn-large waves-effect waves-light light-blue accent-2">Checkout our Demos</a>
<a href="https://docs.djl.ai/docs/demos/index.html"
class="btn-large waves-effect waves-light light-blue accent-2">Documentation</a>
</div>
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<div class="container hide-on-med-and-down">
<div class="card white z-depth-5">
<div class="section">
<div class="row">
<h3 class="center" id="jshell">Use online JShell to try out NDArray</h3>
<ul class="tabs black col s10 offset-s1">
<li class="tab col s3"><a href="#creation">Creation</a></li>
<li class="tab col s3"><a href="#math">Math Operation</a></li>
<li class="tab col s3"><a href="#manipulation">Data Manipulation</a></li>
<li class="tab col s3"><a href="#more">Learn More</a></li>
</ul>
<div id="creation" class="col s8 offset-s2">
<p><b>var array = manager.ones(new Shape(1,3,2))</b> to create a NDArray with shape 1,3,2</p>
<p><b>var array = manager.randomUniform(0, 1, new Shape(1, 1, 4))</b> to create a random uniform
NDArray
</p>
</div>
<div id="math" class="col s8 offset-s2">
<p><b>NDArray nd = manager.arange(1, 10).reshape(3, 3)</b> to create a NDArray and reshape to
3x3</p>
<p><b>nd = nd.transpose()</b> to transpose the NDArray</p>
<p><b>nd = nd.add(10)</b> add 10 to final result</p>
</div>
<div id="manipulation" class="col s8 offset-s2">
<p><b>NDArray nd = manager.arange(5, 14)</b> to create a NDArray from 5 to 14</p>
<p><b>nd = nd.get(nd.gte(10))</b> filter the value that are >=10</p>
<p><b>NDArray nd = manager.arange(1, 10).reshape(3, 3)</b> to create a NDArray with shape 3x3
</p>
<p><b>nd.set(new NDIndex(":, 1"), array -> array.mul(2));</b> Multiply the second column value
by 2</p>
<p>type <b>nd</b> to show the result</p>
</div>
<div id="more" class="col s8 offset-s2">
To learn more about NDArray and its methods, please checkout our <a
href="https://javadoc.io/doc/ai.djl/api/latest/ai/djl/ndarray/NDArray.html">NDArray
javadoc</a>.
</div>
<div class="col s8 offset-s2 card black z-depth-5">
<div id="terminal"></div>
</div>
</div>
</div>
</div>
</div>
<div class="container">
<div class="card white z-depth-5">
<div class="section">
<div class="row center">
<h3 class="center" id="doodle">Try with Doodle Draw</h3>
<p>Live inference with AWS Lambda</p>
<div class="col s8 offset-s2 card black z-depth-5">
<canvas id="draw"></canvas>
</div>
</div>
<div class="row center">
<a class="waves-effect waves-light btn" onclick="clearMe()"><i class="material-icons left">cloud</i>clear</a>
</div>
</div>
</div>
</div>
<div class="container hide-on-small-only">
<div class="card white z-depth-5">
<div class="section">
<div class="row">
<h3 class="center" id="block-runner">DJL Block Runner</h3>
<p class="center">Test the code, Download the template, Run it locally.</p>
<ul class="col s10 offset-s1 collapsible">
<li>
<div class="collapsible-header"><i class="material-icons">filter_drama</i>Run Inference with DJL</div>
<div class="collapsible-body">
<script src="https://gist.github.com/lanking520/2eaaf3bba094b10aaffebd999bd4ae88.js"></script>
<p>You can copy with the code snippet above to run inference with MXNet. You can also try to change the Model URL to run inference on PyTorch and TensorFlow:</p>
<p>PyTorch: Please select <b>PyTorch</b> in the engine selection dropdown and uncomment the <b>second modelUrl</b>. </p>
<p>TensorFlow: Please select <b>TensorFlow</b> in the engine selection dropdown and uncomment the <b>third modelUrl</b>. </p>
<p>Use <b>Get Template</b> to test the code in your local machine.</p>
</div>
</li>
</ul>
</div>
<div class="row">
<div class="col s10 offset-s1 blue-grey darken-4">
<textarea id="editor"></textarea>
</div>
</div>
<div class="row">
<div class="col s3 offset-s2">
<a class="waves-effect waves-light btn" onclick="submitCode()"><i class="material-icons left">cloud</i>run</a>
</div>
<div class="col s3">
<a class="waves-effect waves-light btn" onclick="getTemplate()"><i class="material-icons left">file_download</i>get
Template</a>
</div>
<div class="col s2">
<select class="browser-default" id="engine">
<option value="mxnet" selected>Engine: MXNet</option>
<option value="pytorch">Engine: PyTorch</option>
<option value="tensorflow">Engine: TensorFlow</option>
</select>
</div>
</div>
<div class="row">
<p class="col s10 offset-s1">Output</p>
<div class="col s10 offset-s1 blue-grey darken-4 z-depth-5">
<textarea id="result"></textarea>
</div>
</div>
</div>
</div>
</div>
<div class="container">
<div class="card z-depth-5">
<div class="section">
<div class="row center">
<h5 class="header col s12 light">Want to know more?</h5>
</div>
<div class="row center">
<a href="https://github.com/aws-samples/djl-demo"
class="btn-large waves-effect waves-light light-blue accent-2 pulse">Checkout our demo repository</a>
</div>
<div class="row center">
<h5 class="header col s12 light"> Also checkout these cool projects using DJL:</h5>
<a href="https://github.com/kimim/clj-djl" class="col s10 offset-s1">Clojure API for DJL</a>
<a href="https://github.com/kingyuluk/RL-FlappyBird" class="col s10 offset-s1">Reinforcement Learning Flappy Bird game using DJL</a>
<a href="https://github.com/tspannhw/nifi-djl-processor" class="col s10 offset-s1">nifi djl processor</a>
<a href="https://github.com/Jzow/FastDJL" class="col s10 offset-s1">Fast DJL</a>
</div>
</div>
</div>
</div>
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<h5 class="white-text">About Us</h5>
<p class="grey-text text-lighten-4">Built with <span style="color: red;">♥</span> for the Java community by <a href="https://docs.djl.ai/leaders.html">DJL Developers</a></p>
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