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<!DOCTYPE html>
<html lang="en">
<head>
<!-- Analytics
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<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-PDCL9PHMHT"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag() {
dataLayer.push(arguments);
}
gtag('js', new Date());
gtag('config', 'G-PDCL9PHMHT');
</script>
<!-- Basic Page Needs
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<meta content="text/html; charset=utf-8" http-equiv="Content-Type">
<title>labml.ai</title>
<meta content="Organize machine learning experiments and monitor training progress from mobile." name="description">
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<meta content="width=device-width, initial-scale=1" name="viewport">
<!-- SEO
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<meta content="@labmlai" name="twitter:site">
<meta content="labml.ai" name="twitter:title">
<meta content="Organize machine learning experiments and monitor training progress from mobile."
name="twitter:description">
<meta content="https://labml.ai/images/seo-cover.jpg" name="twitter:image">
<meta content="Screenshots of LabML Web App" name="twitter:image:alt">
<meta content="labml.ai" property="og:title"/>
<meta content="Organize machine learning experiments and monitor training progress from mobile."
property="og:description"/>
<meta content="website" property="og:type"/>
<meta content="https://labml.ai/" property="og:url"/>
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<meta content="Screenshots of LabML Web App" property="og:image:alt"/>
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<meta name="apple-itunes-app" content="app-id=6443659533"/>
<script type="application/ld+json">
[
{
"@context": "https://schema.org",
"@type": "Organization",
"url": "https://labml.ai",
"logo": "https://labml.ai/images/logo.svg"
},
{
"@context": "https://schema.org",
"@type": "SoftwareApplication",
"name": "labml.ai",
"operatingSystem": "Linux, OSX, Android, iOS",
"applicationCategory": "DeveloperApplication",
"offers": {
"@type": "Offer",
"price": "0"
}
}
]
</script>
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rel="stylesheet">
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<link href="css/normalize.css" rel="stylesheet">
<link href="css/styles.css" rel="stylesheet">
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integrity="sha384-vSIIfh2YWi9wW0r9iZe7RJPrKwp6bG+s9QZMoITbCckVJqGCCRhc+ccxNcdpHuYu" rel="stylesheet">
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rel="stylesheet">
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<link href="/images/apple-touch-icon.png" rel="apple-touch-icon" sizes="180x180">
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<link href="/favicon.ico" rel="shortcut icon">
<meta content="#ffffff" name="theme-color">
</head>
<body>
<!-- Primary Page Layout
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<header class="container">
<img class="mobile logo-text" src="images/logo-text.svg">
<a class="navbar-icon" href="javascript:void(0);" onclick="triggerNavBar()">☰</a>
<nav class="navbar" id="topNav">
<div class="left">
<!-- <img class="logo-icon" src="images/logo.svg">-->
<a href="/">
<img class="logo-text" src="images/logo-text.svg">
</a>
</div>
<div class="right">
<!-- <a href="#papers">Research Papers</a>-->
<a href="#quickstart">Quick Start</a>
<a href="#features">Features</a>
<a href="https://docs.labml.ai/index.html">Docs <span class="fas fa-external-link-alt"></span> </a>
<a href="#contact">Contact</a>
</div>
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<a class="btn full sm" href="https://web.lab-ml.com" target="_blank">Docs</a>
</div>-->
</nav>
</header>
<a href="https://github.com/labmlai/labml">
<div class="container" id="app">
<!-- <img class="logo-icon" src="images/logo.svg">-->
<div class="content">
<div class="subheading">Monitor deep learning model training and hardware usage from your mobile phone.
</div>
</div>
<div class="content">
<img alt="Screenshots of Web App" src="images/cover-dark.png"/>
</div>
<div class="content">
<a class="btn capsule" href="https://github.com/labmlai/labml" target="_blank">
<span class="fab fa-github"></span> GitHub
</a>
</div>
</div>
</a>
<div class="container" id="quickstart">
<div class="content">
<div class="subheading"><b>Quick Start</b></div>
</div>
</div>
<div class="container side-by-side content" id="quickstart">
<div class="content">
<p class="text">Install the LabML App</p>
<pre><code>
# Install the app
pip install labml-app<br><br>
# Start the server
labml app-server
</code></pre>
<p class="text">Run an experiment</p>
<pre><code>
from labml import tracker, experiment
# set app url to the url of labml app-server
# i.e. http://localhost:5005/api/v1/track
with experiment.record(name='sample', exp_conf={}, app_url=''):
for i in range(50):
loss = train()
tracker.save(i, {'loss': loss})
</code></pre>
</div>
<div class="content">
<div class="tracker-sample"></div>
</div>
</div>
<div class="container" id="">
<div class="content">
<div class="heading-description">
A powerful, open-source platform that helps you monitor deep learning experiments and hardware usage seamlessly, accessible from any device. Self-hosted for complete control.
</div>
</div>
</div>
<!-- Features here -->
<div class="container" id="features">
<div class="content">
<div class="subheading"><b>Features</b></div>
</div>
</div>
<div class="container side-by-side content" id="features">
<div class="content feature-list">
<ul>
<li class="feature-item active" data-feature="realtime">
<h3>Real-Time Monitoring Anywhere</h3>
<p class="feature-description">Track experiment results, hardware usage, and performance metrics in real-time from any device, including mobile and laptops.</p>
</li>
<li class="feature-item" data-feature="integration">
<h3>Simple Integration & Distributed Support</h3>
<p class="feature-description">Add just two lines of code to start tracking metrics like loss and accuracy, with built-in support for distributed training across multiple machines.</p>
</li>
<li class="feature-item" data-feature="customizable">
<h3>Customizable & Comparative Visualizations</h3>
<p class="feature-description">Create custom charts and compare performance across multiple runs, offering detailed insights into your experiments' progress.</p>
</li>
<li class="feature-item" data-feature="tracking">
<h3>Comprehensive Experiment Tracking</h3>
<p class="feature-description">Track hyperparameters, Git commits, and other experiment details, ensuring full transparency and reproducibility for your projects.</p>
</li>
</ul>
</div>
<div class="content feature-image">
<img id="feature-image" src="images/realtime.png" alt="Feature Image">
</div>
</div>
<div class="container" id="documentation">
<div class="content">
<!-- <a class="link" href="#tutorials">
Tutorials
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</a> -->
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Documentation
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</a>
</div>
</div>
<div class="container" id="contact">
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<div class="content">
<div class="subheading">Contact</div>
</div>
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<a class="subheading" href="mailto:contact@labml.ai">contact@labml.ai</a>
</div>
</div>
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<!-- End Document
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</body>
</html>