Buckets:

hf-doc-build/doc / optimum-neuron /v0.0.7 /en /installation.html
rtrm's picture
download
raw
8.62 kB
<meta charset="utf-8" /><meta http-equiv="content-security-policy" content=""><meta name="hf:doc:metadata" content="{&quot;local&quot;:&quot;installation&quot;,&quot;sections&quot;:[{&quot;local&quot;:&quot;installing-optimumneuron-for-aws-trainium-trn1-or-aws-inferentia2-inf2&quot;,&quot;title&quot;:&quot;Installing `optimum-neuron` for AWS Trainium (`trn1`) or AWS inferentia2 (`inf2`)&quot;},{&quot;local&quot;:&quot;installing-optimumneuron-for-aws-inferentia-inf1&quot;,&quot;title&quot;:&quot;Installing `optimum-neuron` for AWS inferentia (`inf1`)&quot;}],&quot;title&quot;:&quot;Installation&quot;}" data-svelte="svelte-1phssyn">
<link rel="modulepreload" href="/docs/optimum.neuron/v0.0.7/en/_app/assets/pages/__layout.svelte-hf-doc-builder.css">
<link rel="modulepreload" href="/docs/optimum.neuron/v0.0.7/en/_app/start-hf-doc-builder.js">
<link rel="modulepreload" href="/docs/optimum.neuron/v0.0.7/en/_app/chunks/vendor-hf-doc-builder.js">
<link rel="modulepreload" href="/docs/optimum.neuron/v0.0.7/en/_app/chunks/paths-hf-doc-builder.js">
<link rel="modulepreload" href="/docs/optimum.neuron/v0.0.7/en/_app/pages/__layout.svelte-hf-doc-builder.js">
<link rel="modulepreload" href="/docs/optimum.neuron/v0.0.7/en/_app/pages/installation.mdx-hf-doc-builder.js">
<link rel="modulepreload" href="/docs/optimum.neuron/v0.0.7/en/_app/chunks/IconCopyLink-hf-doc-builder.js">
<link rel="modulepreload" href="/docs/optimum.neuron/v0.0.7/en/_app/chunks/CodeBlock-hf-doc-builder.js">
<h1 class="relative group"><a id="installation" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#installation"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a>
<span>Installation
</span></h1>
<p>Our recommendation is to use the <a href="https://aws.amazon.com/marketplace/pp/prodview-gr3e6yiscria2" rel="nofollow">Hugging Face Neuron Deep Learning AMI</a> (DLAMI). The DLAMI comes with all required libraries pre-packaged for you, including the Optimum Neuron , Neuron Drivers, Transformers, Datasets, and Accelerate.
But it can also be installed using <code>pip</code> as follows:</p>
<h2 class="relative group"><a id="installing-optimumneuron-for-aws-trainium-trn1-or-aws-inferentia2-inf2" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#installing-optimumneuron-for-aws-trainium-trn1-or-aws-inferentia2-inf2"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a>
<span>Installing <code>optimum-neuron</code> for AWS Trainium (<code>trn1</code>) or AWS inferentia2 (<code>inf2</code>)
</span></h2>
<div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg>
<div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div>
Copied</div></button></div>
<pre><!-- HTML_TAG_START -->python -m pip install optimum[neuronx]<!-- HTML_TAG_END --></pre></div>
<h2 class="relative group"><a id="installing-optimumneuron-for-aws-inferentia-inf1" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#installing-optimumneuron-for-aws-inferentia-inf1"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a>
<span>Installing <code>optimum-neuron</code> for AWS inferentia (<code>inf1</code>)
</span></h2>
<div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg>
<div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div>
Copied</div></button></div>
<pre><!-- HTML_TAG_START -->python -m pip install optimum[neuron]<!-- HTML_TAG_END --></pre></div>
<script type="module" data-hydrate="16zoqj8">
import { start } from "/docs/optimum.neuron/v0.0.7/en/_app/start-hf-doc-builder.js";
start({
target: document.querySelector('[data-hydrate="16zoqj8"]').parentNode,
paths: {"base":"/docs/optimum.neuron/v0.0.7/en","assets":"/docs/optimum.neuron/v0.0.7/en"},
session: {},
route: false,
spa: false,
trailing_slash: "never",
hydrate: {
status: 200,
error: null,
nodes: [
import("/docs/optimum.neuron/v0.0.7/en/_app/pages/__layout.svelte-hf-doc-builder.js"),
import("/docs/optimum.neuron/v0.0.7/en/_app/pages/installation.mdx-hf-doc-builder.js")
],
params: {}
}
});
</script>

Xet Storage Details

Size:
8.62 kB
·
Xet hash:
5eda7eb2e927595e717c577dcde130a0f6c85123e8460b95b9564a91ddce2627

Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.