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<h1 class="relative group"><a id="habana-gaudi-stable-diffusion" 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="#habana-gaudi-stable-diffusion"><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>Habana Gaudi에서 Stable Diffusion을 사용하는 방법
	</span></h1>

<p>🤗 Diffusers는 🤗 <a href="https://huggingface.co/docs/optimum/habana/usage_guides/stable_diffusion" rel="nofollow">Optimum Habana</a>를 통해서 Habana Gaudi와 호환됩니다.</p>
<h2 id="">요구 사항</h2>
<ul><li>Optimum Habana 1.4 또는 이후, <a href="https://huggingface.co/docs/optimum/habana/installation" rel="nofollow">여기</a>에 설치하는 방법이 있습니다.</li>
<li>SynapseAI 1.8.</li></ul>
<h2 id="">추론 파이프라인</h2>
<p>Gaudi에서 Stable Diffusion 1 및 2로 이미지를 생성하려면 두 인스턴스를 인스턴스화해야 합니다:</p>
<ul><li><a href="https://huggingface.co/docs/optimum/habana/package_reference/stable_diffusion_pipeline" rel="nofollow"><code>GaudiStableDiffusionPipeline</code></a>이 포함된 파이프라인. 이 파이프라인은 <em>텍스트-이미지 생성</em>을 지원합니다.</li>
<li><a href="https://huggingface.co/docs/optimum/habana/package_reference/stable_diffusion_pipeline#optimum.habana.diffusers.GaudiDDIMScheduler" rel="nofollow"><code>GaudiDDIMScheduler</code></a>이 포함된 스케줄러. 이 스케줄러는 Habana Gaudi에 최적화되어 있습니다.</li></ul>
<p>파이프라인을 초기화할 때, HPU에 배포하기 위해 <code>use_habana=True</code>를 지정해야 합니다.
또한 가능한 가장 빠른 생성을 위해 <code>use_hpu_graphs=True</code>로 <strong>HPU 그래프</strong>를 활성화해야 합니다.
마지막으로, <a href="https://huggingface.co/Habana" rel="nofollow">Hugging Face Hub</a>에서 다운로드할 수 있는 <a href="https://huggingface.co/docs/optimum/habana/package_reference/gaudi_config" rel="nofollow">Gaudi configuration</a>을 지정해야 합니다.</p>

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	<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 --><span class="hljs-keyword">from</span> optimum.habana <span class="hljs-keyword">import</span> GaudiConfig
<span class="hljs-keyword">from</span> optimum.habana.diffusers <span class="hljs-keyword">import</span> GaudiDDIMScheduler, GaudiStableDiffusionPipeline

model_name = <span class="hljs-string">&quot;stabilityai/stable-diffusion-2-base&quot;</span>
scheduler = GaudiDDIMScheduler.from_pretrained(model_name, subfolder=<span class="hljs-string">&quot;scheduler&quot;</span>)
pipeline = GaudiStableDiffusionPipeline.from_pretrained(
    model_name,
    scheduler=scheduler,
    use_habana=<span class="hljs-literal">True</span>,
    use_hpu_graphs=<span class="hljs-literal">True</span>,
    gaudi_config=<span class="hljs-string">&quot;Habana/stable-diffusion&quot;</span>,
)<!-- HTML_TAG_END --></pre></div>
<p>파이프라인을 호출하여 하나 이상의 프롬프트에서 배치별로 이미지를 생성할 수 있습니다.</p>

	<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>
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	<pre><!-- HTML_TAG_START -->outputs = pipeline(
    prompt=[
        <span class="hljs-string">&quot;High quality photo of an astronaut riding a horse in space&quot;</span>,
        <span class="hljs-string">&quot;Face of a yellow cat, high resolution, sitting on a park bench&quot;</span>,
    ],
    num_images_per_prompt=<span class="hljs-number">10</span>,
    batch_size=<span class="hljs-number">4</span>,
)<!-- HTML_TAG_END --></pre></div>
<p>더 많은 정보를 얻기 위해, Optimum Habana의 <a href="https://huggingface.co/docs/optimum/habana/usage_guides/stable_diffusion" rel="nofollow">문서</a>와 공식 Github 저장소에 제공된 <a href="https://github.com/huggingface/optimum-habana/tree/main/examples/stable-diffusion" rel="nofollow">예시</a>를 확인하세요.</p>
<h2 id="">벤치마크</h2>
<p>다음은 <a href="https://huggingface.co/Habana/stable-diffusion" rel="nofollow">Habana/stable-diffusion</a> Gaudi 구성(혼합 정밀도 bf16/fp32)을 사용하는 Habana first-generation Gaudi 및 Gaudi2의 지연 시간입니다:</p>
<table><thead><tr><th></th>
<th align="center">Latency (배치 크기 = 1)</th>
<th align="center">Throughput (배치 크기 = 8)</th></tr></thead>
<tbody><tr><td>first-generation Gaudi</td>
<td align="center">4.29s</td>
<td align="center">0.283 images/s</td></tr>
<tr><td>Gaudi2</td>
<td align="center">1.54s</td>
<td align="center">0.904 images/s</td></tr></tbody></table>


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