{"id":3480,"date":"2022-09-12T11:34:38","date_gmt":"2022-09-12T03:34:38","guid":{"rendered":"https:\/\/www.ioiotimes.com\/?p=3480"},"modified":"2022-09-12T11:53:53","modified_gmt":"2022-09-12T03:53:53","slug":"nvidia-hopper-%e5%9c%a8-mlperf-%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e6%8e%a8%e8%ab%96%e5%9f%ba%e6%ba%96%e6%b8%ac%e8%a9%a6%e5%88%9d%e7%99%bb%e5%a0%b4%e5%8d%b3%e5%89%b5%e6%96%b0%e4%b8%96%e7%95%8c","status":"publish","type":"post","link":"https:\/\/www.ioiotimes.com\/?p=3480","title":{"rendered":"NVIDIA Hopper\u5728MLPerf\u4eba\u5de5\u667a\u6167\u63a8\u8ad6\u57fa\u6e96\u6e2c\u8a66\u521d\u767b\u5834\u5373\u5275\u65b0\u4e16\u754c\u7d00\u9304"},"content":{"rendered":"\n

\u5728\u4eba\u5de5\u667a\u6167\u63a8\u8ad6\u7684\u7522\u696d\u6a19\u6e96\u6e2c\u8a66\u4e2dNVIDIA H100 GPU\u5275\u4e0b\u4e16\u754c\u7d00\u9304\uff0cA100 GPU\u5c55\u73fe\u4e3b\u6d41\u6548\u80fd\u9818\u5148\u512a\u52e2\uff0cJetson AGX Orin\u5247\u5728\u908a\u7de3\u904b\u7b97\u9818\u5148\u7fa4\u96c4<\/h2>\n\n\n\n
\n
\"\"<\/figure>\n<\/figure>\n\n\n\n

NVIDIA H100 Tensor \u6838\u5fc3 GPU \u5728 MLPerf \u4eba\u5de5\u667a\u6167 (AI) \u57fa\u6e96\u6e2c\u8a66\u521d\u767b\u5834\uff0c\u4fbf\u5728\u5404\u9805\u63a8\u8ad6\u4f5c\u696d\u8ca0\u8f09\u5275\u4e0b\u4e16\u754c\u7d00\u9304\uff0c\u5176\u6548\u80fd\u8f03\u524d\u4e00\u4ee3 GPU \u9ad8\u51fa\u9054 4.5 \u500d\u3002<\/p>\n\n\n\n

\u6b64\u6e2c\u8a66\u7d50\u679c\u986f\u793a\uff0c\u5c0d\u65bc\u5148\u9032 AI \u6a21\u578b\u6709\u6700\u9ad8\u6548\u80fd\u9700\u6c42\u7684\u7528\u6236\u4f86\u8aaa\uff0cHopper \u5c31\u662f\u9996\u9078\u7522\u54c1\u3002<\/p>\n\n\n\n

\u6b64\u5916\uff0cNVIDIA A100 Tensor \u6838\u5fc3 GPU \u53ca\u7528\u65bc\u958b\u767c AI \u6a5f\u5668\u4eba\u7684 NVIDIA Jetson AGX Orin \u6a21\u7d44\u5728\u5f71\u50cf\u548c\u8a9e\u97f3\u8fa8\u8b58\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u548c\u63a8\u85a6\u7cfb\u7d71\u7b49\u6240\u6709 MLPerf \u6e2c\u8a66\u9805\u76ee\u4e2d\uff0c\u6574\u9ad4\u63a8\u8ad6\u8868\u73fe\u6301\u7e8c\u9818\u5148\u7fa4\u96c4\u3002<\/p>\n\n\n\n

\u4ea6\u7a31\u70ba Hopper \u7684 H100\uff0c\u5728\u672c\u8f2a\u6e2c\u8a66\u7684\u516d\u500b\u795e\u7d93\u7db2\u8def\u4e2d\u63d0\u9ad8\u55ae\u4e00\u52a0\u901f\u5668\u7684\u6548\u80fd\u6a19\u6e96\u3002\u5b83\u5728\u7368\u7acb\u4f3a\u670d\u5668\u548c\u96e2\u7dda\u7684\u60c5\u6cc1\u4e0b\uff0c\u5728\u50b3\u8f38\u91cf\u548c\u901f\u5ea6\u7686\u5c55\u73fe\u9818\u5148\u512a\u52e2\u3002<\/p>\n\n\n\n

\"\"
\u25b2NVIDIA H100 GPU \u5728\u8cc7\u6599\u4e2d\u5fc3\u985e\u5225\u7684\u6240\u6709\u4f5c\u696d\u8ca0\u8f09\u6e2c\u8a66\u6210\u679c\u5747\u5275\u4e0b\u65b0\u9ad8<\/figcaption><\/figure>\n\n\n\n

NVIDIA Hopper \u67b6\u69cb\u7684\u6548\u80fd\u8f03 NVIDIA Ampere \u67b6\u69cb\u7684 GPU \u9ad8\u51fa 4.5 \u500d\uff0c\u5728 MLPerf \u6e2c\u8a66\u7d50\u679c\u4e2d\u6301\u7e8c\u4fdd\u6301\u5168\u9762\u9818\u5148\u5730\u4f4d\u3002<\/p>\n\n\n\n

Hopper \u5728\u71b1\u9580\u7684 BERT \u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6a21\u578b\u4e0a\u7684\u51fa\u8272\u8868\u73fe\uff0c\u90e8\u5206\u8981\u6b78\u529f\u65bc\u5b83\u7684 Transformer \u5f15\u64ce\u3002BERT \u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6a21\u578b\u662f MLPerf AI \u6a21\u578b\u4e2d\u898f\u6a21\u6700\u5927\u3001\u5c0d\u6548\u80fd\u8981\u6c42\u6700\u9ad8\u7684\u6a21\u578b\u4e4b\u4e00\u3002<\/p>\n\n\n\n

\u9019\u4e9b\u63a8\u8ad6\u57fa\u6e96\u6e2c\u8a66\u662f H100 GPU \u7684\u9996\u6b21\u516c\u958b\u5c55\u793a\uff0c\u6b64\u7522\u54c1\u5c07\u5728\u4eca\u5e74\u5e95\u4e0a\u5e02\u3002H100 GPU \u5c07\u53c3\u8207 MLPerf \u65e5\u5f8c\u7684\u8a13\u7df4\u6e2c\u8a66\u3002<\/p>\n\n\n\n

A100 GPU \u5c55\u73fe\u696d\u754c\u9818\u5c0e\u5730\u4f4d<\/h3>\n\n\n\n

\u5404\u5927\u96f2\u7aef\u670d\u52d9\u4f9b\u61c9\u5546\u8207\u7cfb\u7d71\u88fd\u9020\u5546\u5df2\u63a1\u7528\u7684 NVIDIA A100 GPU\uff0c\u5728\u6700\u65b0\u7684 AI \u63a8\u8ad6\u6e2c\u8a66\u4e2d\u4f9d\u820a\u4f4d\u5c45\u4e3b\u6d41\u6548\u80fd\u7684\u9818\u5c0e\u5730\u4f4d\u3002<\/p>\n\n\n\n

\u5728\u8cc7\u6599\u4e2d\u5fc3\u8207\u908a\u7de3\u904b\u7b97\u7684\u985e\u5225\u548c\u60c5\u5883\u4e2d\uff0cA100 GPU \u7684\u6210\u7e3e\u6bd4\u5176\u4ed6\u53c3\u8207\u8005\u63d0\u4ea4\u7684\u6e2c\u8a66\u7d50\u679c\u90fd\u66f4\u70ba\u7a81\u51fa\u3002A100 \u5728\u516d\u6708\u7684 MLPerf \u8a13\u7df4\u57fa\u6e96\u6e2c\u8a66\u4e2d\u4e00\u99ac\u7576\u5148\uff0c\u5c55\u73fe\u8655\u7406\u6574\u500b AI \u5de5\u4f5c\u6d41\u7a0b\u7684\u51fa\u8272\u80fd\u529b\u3002<\/p>\n\n\n\n

A100 GPU \u81ea 2020 \u5e74 7 \u6708\u9996\u6b21\u53c3\u8207 MLPerf \u57fa\u6e96\u6e2c\u8a66\u4ee5\u4f86\uff0c\u96a8\u8457 NVIDIA AI \u8edf\u9ad4\u6301\u7e8c\u6539\u5584\uff0c\u6548\u80fd\u5df2\u7d93\u63d0\u9ad8 6 \u500d\u3002<\/p>\n\n\n\n

NVIDIA AI \u662f\u5728\u8cc7\u6599\u4e2d\u5fc3\u8207\u908a\u7de3\u904b\u7b97\u4e2d\uff0c\u552f\u4e00\u80fd\u5920\u904b\u884c\u6240\u6709 MLPerf \u63a8\u8ad6\u4f5c\u696d\u8ca0\u8f09\u548c\u60c5\u5883\u7684\u5e73\u53f0\u3002<\/p>\n\n\n\n

\u7528\u6236\u9700\u8981\u80fd\u8655\u7406\u591a\u7a2e\u4f5c\u696d\u7684\u6548\u80fd<\/h3>\n\n\n\n

NVIDIA GPU \u80fd\u5920\u5728\u5404\u5927 AI \u6a21\u578b\u4e0a\u63d0\u4f9b\u9802\u5c16\u6548\u80fd\uff0c\u8b93\u7528\u6236\u6210\u70ba\u771f\u6b63\u7684\u8d0f\u5bb6\u3002\u4ed6\u5011\u5728\u771f\u5be6\u4e16\u754c\u4e2d\u7684\u61c9\u7528\u901a\u5e38\u6703\u7528\u5230\u591a\u7a2e\u795e\u7d93\u7db2\u8def\u3002<\/p>\n\n\n\n

\u4f8b\u5982\uff0cAI \u61c9\u7528\u7a0b\u5f0f\u53ef\u80fd\u8981\u7406\u89e3\u4f7f\u7528\u8005\u7684\u53e3\u8a9e\u8acb\u6c42\u3001\u5c0d\u5f71\u50cf\u9032\u884c\u5206\u985e\u3001\u63d0\u51fa\u5efa\u8b70\uff0c\u7136\u5f8c\u7528\u807d\u8d77\u4f86\u50cf\u4eba\u7684\u8072\u97f3\u505a\u51fa\u56de\u61c9\u3002\u6bcf\u4e00\u6b65\u90fd\u8981\u7528\u5230\u4e0d\u540c\u985e\u578b\u7684 AI \u6a21\u578b\u3002<\/p>\n\n\n\n

MLPerf \u57fa\u6e96\u6e2c\u8a66\u6db5\u84cb\u9019\u4e9b AI \u6a21\u578b\u53ca\u5176\u5b83\u71b1\u9580\u7684 AI \u4f5c\u696d\u8ca0\u8f09\u548c\u60c5\u5883\uff0c\u50cf\u662f\u96fb\u8166\u8996\u89ba\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u63a8\u85a6\u7cfb\u7d71\u3001\u8a9e\u97f3\u8fa8\u8b58\u7b49\u3002\u9019\u4e9b\u6e2c\u8a66\u78ba\u4fdd\u7528\u6236\u80fd\u7372\u5f97\u53ef\u9760\u4e14\u9748\u6d3b\u7684\u6548\u80fd\u4f86\u9032\u884c\u90e8\u7f72\u3002<\/p>\n\n\n\n

MLPerf \u57fa\u6e96\u6e2c\u8a66\u5177\u900f\u660e\u5ea6\u4e14\u5ba2\u89c0\uff0c\u4e5f\u56e0\u6b64\u7528\u6236\u4ef0\u8cf4\u9019\u4e9b\u6e2c\u8a66\u7d50\u679c\u4ee5\u505a\u51fa\u660e\u667a\u7684\u63a1\u8cfc\u6c7a\u7b56\u3002\u4e9e\u99ac\u905c (Amazon)\u3001Arm\u3001\u767e\u5ea6 (Baidu)\u3001Google\u3001\u54c8\u4f5b\u5927\u5b78 (Harvard)\u3001\u82f1\u7279\u723e (Intel)\u3001Meta\u3001\u5fae\u8edf (Microsoft)\u3001\u53f2\u4e39\u4f5b\u5927\u5b78 (Stanford) \u8207\u591a\u502b\u591a\u5927\u5b78 (University of Toronto) \u7b49\u773e\u591a\u696d\u8005\u8207\u5b78\u8853\u55ae\u4f4d\u7686\u5c0d MLPerf \u8868\u9054\u652f\u6301\u3002<\/p>\n\n\n\n

Orin \u65bc\u908a\u7de3\u904b\u7b97\u9818\u5148\u540c\u985e\u7522\u54c1<\/h3>\n\n\n\n

NVIDIA Orin \u904b\u884c MLPerf \u908a\u7de3\u904b\u7b97\u985e\u5225\u7684\u6bcf\u4e00\u9805\u57fa\u6e96\u6e2c\u8a66\uff0c\u591a\u9805\u8868\u73fe\u66f4\u52dd\u65bc\u5176\u4ed6\u4f4e\u529f\u8017\u7cfb\u7d71\u55ae\u6676\u7247\u3002\u76f8\u8f03\u65bc\u56db\u6708\u6642\u9996\u6b21\u53c3\u8207 MLPerf \u6e2c\u8a66\uff0c\u9019\u6b21\u7684\u80fd\u6e90\u6548\u7387\u63d0\u9ad8\u591a\u9054 50%\u3002<\/p>\n\n\n\n

\u5728\u524d\u4e00\u56de\u5408\u7684\u6e2c\u8a66\u4e2d\uff0cOrin \u7684\u904b\u884c\u901f\u5ea6\u6bd4\u4e0a\u4e00\u4ee3 Jetson AGX Xavier \u6a21\u7d44\u5feb 5 \u500d\uff0c\u800c\u80fd\u6e90\u6548\u7387\u5e73\u5747\u9ad8\u51fa 2 \u500d\u3002
<\/p>\n\n\n\n

\"\"
\u25b2Orin \u70ba\u908a\u7de3 AI \u63a8\u8ad6\u4f5c\u696d\u63d0\u5347 50% \u7684\u80fd\u6e90\u6548\u7387<\/figcaption><\/figure>\n\n\n\n

Orin \u5c07 NVIDIA Ampere \u67b6\u69cb GPU \u8207\u5f37\u5927\u7684 Arm CPU \u6838\u5fc3\u53e2\u96c6\u6574\u5408\u5230\u55ae\u4e00\u6676\u7247\u5167\u3002\u5df2\u53ef\u5728\u7528\u65bc\u958b\u767c\u6a5f\u5668\u4eba\u548c\u81ea\u4e3b\u7cfb\u7d71\u7684 NVIDIA Jetson AGX Orin \u958b\u767c\u5957\u4ef6\u53ca\u751f\u7522\u6a21\u7d44\u4e2d\u53d6\u5f97\uff0c\u4e26\u652f\u63f4\u5b8c\u6574\u7684 NVIDIA AI \u8edf\u9ad4\u5806\u758a\uff0c\u5305\u62ec\u7528\u65bc\u81ea\u52d5\u99d5\u99db\u8eca (NVIDIA Hyperion)\u3001\u91ab\u7642\u8a2d\u5099 (Clara Holoscan) \u8207\u6a5f\u5668\u4eba (Isaac) \u7684\u591a\u500b\u5e73\u53f0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u5728\u4eba\u5de5\u667a\u6167\u63a8\u8ad6\u7684\u7522\u696d\u6a19\u6e96\u6e2c\u8a66\u4e2dNVI<\/p>\n","protected":false},"author":3,"featured_media":3484,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[13],"tags":[580,71],"class_list":["post-3480","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-focus","tag-nvidia"],"_links":{"self":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/3480"}],"collection":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3480"}],"version-history":[{"count":4,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/3480\/revisions"}],"predecessor-version":[{"id":3505,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/posts\/3480\/revisions\/3505"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=\/wp\/v2\/media\/3484"}],"wp:attachment":[{"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3480"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3480"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ioiotimes.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3480"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}