{"id":2337,"date":"2025-09-30T11:39:52","date_gmt":"2025-09-30T18:39:52","guid":{"rendered":"https:\/\/sycomp.com\/?p=2337"},"modified":"2025-09-30T11:39:52","modified_gmt":"2025-09-30T18:39:52","slug":"%e5%9c%a8%e8%b0%b7%e6%ad%8c%e4%ba%91%e4%b8%8a%e9%80%9a%e8%bf%87sycomp%e6%99%ba%e8%83%bd%e6%95%b0%e6%8d%ae%e5%ad%98%e5%82%a8%e5%b9%b3%e5%8f%b0%e5%ae%9e%e7%8e%b097%e7%9a%84gpu%e5%88%a9%e7%94%a8%e7%8e%87","status":"publish","type":"post","link":"https:\/\/sycomp.com\/zh\/%e8%b5%84%e6%ba%90-2\/%e5%9c%a8%e8%b0%b7%e6%ad%8c%e4%ba%91%e4%b8%8a%e9%80%9a%e8%bf%87sycomp%e6%99%ba%e8%83%bd%e6%95%b0%e6%8d%ae%e5%ad%98%e5%82%a8%e5%b9%b3%e5%8f%b0%e5%ae%9e%e7%8e%b097%e7%9a%84gpu%e5%88%a9%e7%94%a8%e7%8e%87\/","title":{"rendered":"\u5229\u7528 \u8d5b\u514b\u8c31\u667a\u80fd\u6570\u636e\u5b58\u50a8\u5e73\u53f0\u5728\u8c37\u6b4c\u4e91\u4e0a\u5b9e\u73b0 97% GPU \u5229\u7528\u7387"},"content":{"rendered":"<div id=\"cs-content\" class=\"cs-content\"><div class=\"x-section e2337-e1 m1sx-0\"><div class=\"x-row e2337-e2 m1sx-1 m1sx-2\"><div class=\"x-row-inner\"><div class=\"x-col e2337-e3 m1sx-3\"><div class=\"x-text x-content e2337-e4 m1sx-4 resource-text use-as-excerpt\"><h2>\u5f15\u8a00<\/h2>\n<p>\u4f5c\u4e3a\u4e00\u540d\u9ad8\u6027\u80fd\u8ba1\u7b97\u67b6\u6784\u5e08\uff0c\u6211\u6df1\u77e5GPU\u662f\u5b9d\u8d35\u7684\u8d44\u6e90\u2014\u2014\u9ad8\u5ea6\u4e13\u4e1a\u5316\u3001\u6781\u5177\u5a01\u529b\uff0c\u80fd\u591f\u5b8c\u6210\u975e\u51e1\u7684\u4efb\u52a1\u3002\u6211\u4e5f\u660e\u767dGPU\u5e76\u975e\u5b64\u7acb\u5b58\u5728\uff0c\u5176\u6548\u80fd\u5b8c\u5168\u53d6\u51b3\u4e8e\u652f\u6491\u5b83\u4eec\u7684\u7cfb\u7edf\u3002\u4f8b\u5982\uff0c\u5982\u679cGPU\u65e0\u6cd5\u5feb\u901f\u8bbf\u95ee\u6570\u636e\uff0c\u5b83\u4eec\u5c31\u4f1a\u95f2\u7f6e\uff0c\u6d6a\u8d39\u65f6\u95f4\u3001\u8ba1\u7b97\u8d44\u6e90\u4ee5\u53ca\u6295\u8d44\u548c\u8d44\u91d1\u3002.<\/p>\n<p>\u8fd9\u662f\u5168\u7403\u4eba\u5de5\u667a\u80fd\u7814\u53d1\u9886\u519b\u4f01\u4e1a\u63d0\u51fa\u7684\u6311\u6218\u3002\u4ed6\u4eec\u8981\u6c42\u6211\u4eec\u8bc1\u660e\uff1a\u5728\u4e91\u7aef\u73af\u5883\u4e0b\uff0c\u5373\u4f7f\u5728\u6700\u4e25\u82db\u7684\u6761\u4ef6\u4e0b\uff0c\u6211\u4eec\u4e5f\u80fd\u6301\u7eed\u4e3a\u5176GPU\u63d0\u4f9b\u5145\u8db3\u7684\u6570\u636e\u652f\u6301\u3002.<\/p>\n\n<h2>\u6311\u6218<\/h2>\n<p>\u8fd9\u5e76\u975e\u7406\u8bba\u6f14\u7ec3\u3002\u5ba2\u6237\u8981\u6c42\u4f9d\u636eMLPerf Storage v1.0\u8fdb\u884c\u9a8c\u8bc1\u2014\u2014\u8be5\u6807\u51c6\u662f\u4eba\u5de5\u667a\u80fd\/\u673a\u5668\u5b66\u4e60\u5b58\u50a8\u6027\u80fd\u7684\u884c\u4e1a\u57fa\u51c6\u6d4b\u8bd5\u3002\u5176\u9a8c\u8bc1\u6807\u51c6\u5305\u62ec\uff1a<\/p>\n\n<ul>\n \t<li>\u6bcf\u4e2a\u8282\u70b9\u6301\u7eed\u226524 GiB\/s\u541e\u5410\u91cf<\/li>\n \t<li>\u4f7f\u7528Unet3D\u6570\u636e\u96c6\u6210\u529f\u5b9e\u73b0\u201ctrain_au_meet_expectation: success\u201d\u7ed3\u679c<\/li>\n \t<li>\u5728\u8bad\u7ec3\u548c\u63a8\u7406\u8fc7\u7a0b\u4e2d\u5747\u5177\u5907\u9ad8IOPS\u548c\u987a\u5e8f\u541e\u5410\u91cf<\/li>\n \t<li>\u672a\u6765\u5728\u591a\u8282\u70b9\u8bad\u7ec3\u96c6\u7fa4\u4e2d\u7684\u53ef\u6269\u5c55\u6027<\/li>\n \t<li>\u5c3d\u7ba1\u7f3a\u4e4f\u539f\u751fGPU Direct\u652f\u6301\uff0c\u4ecd\u53ef\u5728Google Cloud\u4e0a\u8fd0\u884c<\/li>\n<\/ul>\n<p>\u7b80\u800c\u8a00\u4e4b\uff0c\u6211\u4eec\u9700\u8981\u5728\u516c\u5171\u4e91\u73af\u5883\u4e2d\u5b9e\u73b0\u8d85\u7ea7\u8ba1\u7b97\u673a\u7ea7\u522b\u7684\u6027\u80fd\u3002.<\/p>\n\n<h2>\u8d5b\u5eb7\u89e3\u51b3\u65b9\u6848<\/h2>\n<p>\u4e3a\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u6211\u4eec\u90e8\u7f72\u4e86 <a href=\"https:\/\/sycomp.com\/zh\/%e8%a7%a3%e5%86%b3%e6%96%b9%e6%a1%88-2\/hpc\/%e5%ad%98%e5%82%a8\/\" target=\"_blank\" rel=\"noopener\">\u8d5b\u514b\u8c31\u667a\u80fd\u6570\u636e\u5b58\u50a8\u5e73\u53f0<\/a> \u57fa\u4e8eIBM Storage Scale\u7684Google Cloud\u5e73\u53f0\u3002\u8be5\u67b6\u6784\u5305\u542b\uff1a<\/p>\n\n<ul>\n \t<li>\u8ba1\u7b97\uff1a\u914d\u5907H100\u7ea7GPU\u7684\u5355\u4e2aA3 Ultra\u5b9e\u4f8b<\/li>\n \t<li>\u5b58\u50a8\uff1a\u4e94\u8282\u70b9C3\u96c6\u7fa4\uff0c\u914d\u5907Hyperdisk\u5e73\u8861\u5377<\/li>\n \t<li>\u8f6f\u4ef6\u7f16\u6392\uff1aIBM\u5b58\u50a8\u6269\u5c55<\/li>\n<\/ul>\n<p>\u6b64\u914d\u7f6e\u65e8\u5728\u786e\u4fddGPU\u80fd\u591f\u5728\u65e0\u9700\u7b49\u5f85\u6570\u636e\u4f20\u8f93\u7684\u60c5\u51b5\u4e0b\u53d1\u6325\u5168\u90e8\u6027\u80fd\u3002.<\/p>\n\n<h2>\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c<\/h2>\n<p>MLPerf Storage v1.0\u57fa\u51c6\u6d4b\u8bd5\u5728\u5355\u4e2aA3 Ultra\u8ba1\u7b97\u8282\u70b9\u4e0a\u6267\u884c\u3002\u8be5\u7cfb\u7edf\u5b9e\u73b0\u4e86\uff1a<\/p>\n\n<ul>\n \t<li>23 GiB\/s \u6301\u7eed\u541e\u5410\u91cf<\/li>\n \t<li>\u201ctrain_au_meet_expectation: \u6210\u529f\u201d \u4f7f\u7528 Unet3D \u6570\u636e\u96c6<\/li>\n \t<li>4KiB\u968f\u673a\u8bfb\u53d6\u65f6\u8fbe\u5230157,000 IOPS<\/li>\n \t<li>64KiB\u987a\u5e8f\u8bfb\u53d6\u65f6\u8fbe\u523028.5 GiB\/s<\/li>\n \t<li>97% GPU\u5229\u7528\u7387\u2014\u2014\u8bc1\u660e\u5b58\u50a8\u5df2\u4e0d\u518d\u662f\u74f6\u9888<\/li>\n<\/ul>\n<h2>\u4e3a\u4f55\u91cd\u8981<\/h2>\n<p>\u5bf9\u5ba2\u6237\u800c\u8a00\uff0c\u8fd9\u4e0d\u4ec5\u5173\u4e4e\u8fbe\u5230\u57fa\u51c6\u6570\u503c\u2014\u2014\u66f4\u5173\u4e4e\u4fe1\u5fc3\u3002\u4ed6\u4eec\u9700\u8981\u786e\u4fe1\u81ea\u8eab\u57fa\u7840\u8bbe\u65bd\u80fd\u591f\u65e0\u59a5\u534f\u5730\u652f\u6491\u96c4\u5fc3\u52c3\u52c3\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u4f5c\u8d1f\u8f7d\u3002\u901a\u8fc7MLPerf\u9a8c\u8bc1\uff0c\u4ed6\u4eec\u5f97\u4ee5\u5728\u8c37\u6b4c\u4e91\u5e73\u53f0\u4e0a\u63a8\u8fdb\u8bad\u7ec3\u7ba1\u9053\uff0c\u5bf9\u6027\u80fd\u548c\u53ef\u6269\u5c55\u6027\u5145\u6ee1\u4fe1\u5fc3\u3002.<\/p>\n<p>\u5bf9\u4e8e\u9ad8\u6027\u80fd\u8ba1\u7b97\u67b6\u6784\u5e08\u800c\u8a00\uff0c\u7ed3\u8bba\u4e0d\u8a00\u81ea\u660e\uff1a\u53ea\u8981\u8bbe\u8ba1\u5f97\u5f53\uff0c\u4e91\u73af\u5883\u4e5f\u80fd\u5b9e\u73b0\u9ad8\u6027\u80fd\u8ba1\u7b97\u7ea7\u522b\u7684\u6027\u80fd\u3002\u5b58\u50a8\u548c\u6570\u636e\u4f20\u8f93\u4e0eGPU\u672c\u8eab\u540c\u6837\u5173\u952e\u3002\u901a\u8fc7\u6784\u5efa\u5747\u8861\u7684\u7cfb\u7edf\uff0c\u6211\u4eec\u8ba9\u7814\u7a76\u4eba\u5458\u80fd\u591f\u4e13\u6ce8\u4e8e\u521b\u65b0\u2014\u2014\u800c\u975e\u57fa\u7840\u8bbe\u65bd\u3002.<\/p>\n\n<h2>\u7ecf\u9a8c\u6559\u8bad<\/h2>\n<ul>\n \t<li>\u6570\u636e\u7ba1\u9053\u81f3\u5173\u91cd\u8981\uff1aGPU\u7684\u8fd0\u884c\u901f\u5ea6\u53d6\u51b3\u4e8e\u4f20\u8f93\u81f3\u5176\u5904\u7406\u7684\u6570\u636e\u901f\u5ea6\u3002.<\/li>\n \t<li>\u4e91\u8ba1\u7b97\u5df2\u4e3a\u9ad8\u6027\u80fd\u8ba1\u7b97\u505a\u597d\u51c6\u5907\uff1a\u901a\u8fc7\u5408\u7406\u8bbe\u8ba1\uff0c\u6027\u80fd\u4e0e\u53ef\u6269\u5c55\u6027\u7686\u53ef\u5b9e\u73b0\u3002.<\/li>\n \t<li>\u57fa\u51c6\u6d4b\u8bd5\u9a8c\u8bc1\u7ed3\u679c\uff1aMLPerf\u63d0\u4f9b\u4e86\u4e00\u4e2a\u900f\u660e\u3001\u53ef\u4fe1\u7684\u6846\u67b6\uff0c\u7528\u4e8e\u8bc1\u660e\u5b9e\u9645\u5e94\u7528\u80fd\u529b\u3002.<\/li>\n<\/ul>\n<p>\u5f52\u6839\u7ed3\u5e95\uff0c\u76ee\u6807\u4e0d\u4ec5\u5728\u4e8e\u5b9e\u73b097%\u7684GPU\u5229\u7528\u7387\u2014\u2014\u66f4\u5728\u4e8e\u8d4b\u80fd\u4e16\u754c\u7ea7\u7814\u7a76\u56e2\u961f\uff0c\u4f7f\u5176\u80fd\u591f\u4fe1\u8d56\u81ea\u8eab\u57fa\u7840\u8bbe\u65bd\u5e76\u52a0\u901f\u79d1\u7814\u7a81\u7834\u3002\u5f53GPU\u59cb\u7ec8\u4fdd\u6301\u5145\u8db3\u4f9b\u5e94\u65f6\uff0c\u521b\u65b0\u4fbf\u80fd\u5168\u901f\u63a8\u8fdb\u3002.<\/p>\n\n<h2>\u4e86\u89e3\u66f4\u591a<\/h2>\n<p><strong>\u8981\u5168\u9762\u4e86\u89e3\u57fa\u51c6\u6d4b\u8bd5\u65b9\u6cd5\u3001\u4f53\u7cfb\u7ed3\u6784\u53ca\u6027\u80fd\u9a8c\u8bc1\u6d41\u7a0b\uff0c, <a href=\"https:\/\/sycomp.com\/zh\/%e8%b5%84%e6%ba%90-2\/mlperf%e4%b8%8efio%e5%ad%98%e5%82%a8%e5%9f%ba%e5%87%86%e6%b5%8b%e8%af%95%e7%bb%93%e5%90%88sycomp%e6%99%ba%e8%83%bd%e6%95%b0%e6%8d%ae%e5%ad%98%e5%82%a8%e5%b9%b3%e5%8f%b0\/\" target=\"_blank\" rel=\"noopener\">\u9605\u8bfbSycomp\u5173\u4e8eMLPerf\u5b58\u50a8\u57fa\u51c6\u6d4b\u8bd5\u7684\u6280\u672f\u7b80\u62a5<\/a><\/strong>.<\/p>\n<p>\u5b83\u6df1\u5165\u5256\u6790\u4e86\u5982\u4f55 <a href=\"https:\/\/sycomp.com\/zh\/%e8%a7%a3%e5%86%b3%e6%96%b9%e6%a1%88-2\/hpc\/%e5%ad%98%e5%82%a8\/\" target=\"_blank\" rel=\"noopener\">\u8d5b\u514b\u8c31\u667a\u80fd\u6570\u636e\u5b58\u50a8\u5e73\u53f0<\/a> \u5728\u4e91\u7aef\u63d0\u4f9b\u9ad8\u6027\u80fd\u8ba1\u7b97\u7ea7\u522b\u7684\u6027\u80fd\u3002.<\/p><\/div><\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u4e3a\u4e00\u540d\u9ad8\u6027\u80fd\u8ba1\u7b97\u67b6\u6784\u5e08\uff0c\u6211\u6df1\u77e5GPU\u662f\u5b9d\u8d35\u7684\u8d44\u6e90\u2014\u2014\u9ad8\u5ea6\u4e13\u4e1a\u5316\u3001\u6781\u5177\u5a01\u529b\uff0c\u80fd\u591f\u5b8c\u6210\u975e\u51e1\u7684\u4efb\u52a1\u3002\u6211\u4e5f\u660e\u767dGPU\u5e76\u975e\u5b64\u7acb\u5b58\u5728\uff0c\u5176\u6548\u80fd\u5b8c\u5168\u53d6\u51b3\u4e8e\u652f\u6491\u5b83\u4eec\u7684\u7cfb\u7edf\u3002\u4f8b\u5982\uff0c\u5982\u679cGPU\u65e0\u6cd5\u5feb\u901f\u8bbf\u95ee\u6570\u636e\uff0c\u5b83\u4eec\u5c31\u4f1a\u95f2\u7f6e\uff0c\u6d6a\u8d39\u65f6\u95f4\u3001\u8ba1\u7b97\u8d44\u6e90\u4ee5\u53ca\u6295\u8d44\u548c\u8d44\u91d1\u2026\u2026<\/p>","protected":false},"author":3,"featured_media":2338,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","footnotes":""},"categories":[1],"tags":[],"resource-type":[16],"class_list":["post-2337","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","resource-type-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Achieving 97% GPU Utilization on Google Cloud with Sycomp Intelligent Data Storage Platform - Sycomp Inc<\/title>\n<meta name=\"description\" content=\"GPUs don\u2019t exist in a bubble: they\u2019re only as effective as the systems that support them. 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