transformers/main/ko/perf_infer_gpu_many.html

<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;다중 GPU에서 효율적인 추론&quot;,&quot;local&quot;:&quot;efficient-inference-on-a-multiple-gpus&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;더 빠른 추론을 위한 BetterTransformer&quot;,&quot;local&quot;:&quot;bettertransformer-for-faster-inference&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}">
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		<link rel="modulepreload" href="/docs/transformers/main/ko/_app/immutable/chunks/Heading.57d46534.js"><!-- HEAD_svelte-u9bgzb_START --><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;다중 GPU에서 효율적인 추론&quot;,&quot;local&quot;:&quot;efficient-inference-on-a-multiple-gpus&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;더 빠른 추론을 위한 BetterTransformer&quot;,&quot;local&quot;:&quot;bettertransformer-for-faster-inference&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}"><!-- HEAD_svelte-u9bgzb_END -->      <p></p>   <h1 class="relative group"><a id="efficient-inference-on-a-multiple-gpus" 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="#efficient-inference-on-a-multiple-gpus"><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>다중 GPU에서 효율적인 추론</span></h1> <p data-svelte-h="svelte-95d646">이 문서에는 다중 GPU에서 효율적으로 추론하는 방법에 대한 정보가 포함되어 있습니다.</p>  <div class="course-tip  bg-gradient-to-br dark:bg-gradient-to-r before:border-green-500 dark:before:border-green-800 from-green-50 dark:from-gray-900 to-white dark:to-gray-950 border border-green-50 text-green-700 dark:text-gray-400"><p data-svelte-h="svelte-1os2uvu">참고: 다중 GPU 설정은 <a href="./perf_infer_gpu_one">단일 GPU 섹션</a>에서 설명된 대부분의 전략을 사용할 수 있습니다. 그러나 더 나은 활용을 위해 간단한 기법들을 알아야 합니다.</p></div>  <h2 class="relative group"><a id="bettertransformer-for-faster-inference" 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="#bettertransformer-for-faster-inference"><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>더 빠른 추론을 위한 BetterTransformer</span></h2> <p data-svelte-h="svelte-1yqiwj9">우리는 최근 텍스트, 이미지 및 오디오 모델에 대한 다중 GPU에서 더 빠른 추론을 위해 <code>BetterTransformer</code>를 통합했습니다. 자세한 내용은 이 통합에 대한 <a href="https://huggingface.co/docs/optimum/bettertransformer/overview" rel="nofollow">문서</a>를 확인하십시오.</p>  <p></p> 
			
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