{"id":84040,"date":"2023-12-03T22:35:16","date_gmt":"2023-12-03T14:35:16","guid":{"rendered":"http:\/\/lrxjmw.cn\/?p=84040"},"modified":"2023-12-03T22:35:16","modified_gmt":"2023-12-03T14:35:16","slug":"google-compute-engine-gpu","status":"publish","type":"post","link":"https:\/\/lrxjmw.cn\/google-compute-engine-gpu.html","title":{"rendered":"\u8c37\u6b4cGoogle Compute Engine\u65b0\u589ePascal\u67b6\u6784GPU"},"content":{"rendered":"<table>\n<tbody>\n<tr>\n<td style=\"padding: 5px 12px; width: 25px; font-size: 22px; text-align: center; background: #E8E8E8; line-height: 30px; color: #999;\">\u5bfc\u8bfb<\/td>\n<td style=\"padding: 10px 10px 12px; line-height: 20px;\"><strong>\u8c37\u6b4c\u4e91\u5e73\u53f0\u5ba3\u5e03Google Compute Engine\u865a\u62df\u4e91\u8ba1\u7b97\u670d\u52a1\u5c06\u5f15\u5165\u82f1\u4f1f\u8fbe\u7684\u6700\u65b0Pascal\u67b6\u6784\u7684GPU\uff0c\u6269\u5c55\u5176\u8ba1\u7b97\u80fd\u529b\u3002\u76ee\u524d\u652f\u6301\u82f1\u4f1f\u8fbeP100 GPU\u7684\u63a5\u53e3\u9009\u9879\u5df2\u7ecf\u5f00\u5c55\u6d4b\u8bd5\uff0c\u82f1\u4f1f\u8fbeK80 GPU\u7684\u9009\u9879\u4e5f\u6b63\u5f0f\u9762\u5411\u516c\u4f17\u542f\u7528\u3002<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e91GPU\u80fd\u52a0\u901f\u5de5\u4f5c\u8d1f\u8f7d\uff0c\u5305\u62ec\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u3001\u5730\u7403\u7269\u7406\u5b66\u6570\u636e\u5904\u7406\u3001\u6a21\u62df\u3001\u5730\u9707\u5206\u6790\u3001\u5206\u5b50\u5efa\u6a21\u3001\u57fa\u56e0\u7ec4\u5b66\u548c\u8bb8\u591a\u9ad8\u6027\u80fd\u8ba1\u7b97\u7528\u4f8b\u3002<\/p>\n<p>\u82f1\u4f1f\u8fbeTesla P100\u57fa\u4e8ePascal GPU\u7684\u4f53\u7cfb\uff0c\u7528\u6237\u53ef\u5728\u964d\u4f4e\u6210\u672c\u7684\u540c\u65f6\u7528\u66f4\u5c11\u7684\u5b9e\u4f8b\u63d0\u5347\u541e\u5410\u91cf\u3002\u4e0eK80\u76f8\u6bd4\uff0cP100 GPU\u80fd\u4ee5K80\u768410\u500d\u901f\u52a0\u901f\u5de5\u4f5c\u8d1f\u8f7d\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-84041 size-full\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2017\/09\/GPU_1.jpeg\" alt=\"\" width=\"400\" height=\"253\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2017\/09\/GPU_1.jpeg 400w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2017\/09\/GPU_1-300x190.jpeg 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/p>\n<p>\u4e0e\u4f20\u7edf\u89e3\u51b3\u65b9\u6848\u76f8\u6bd4\uff0c\u4e91GPU\u63d0\u4f9b\u4e86\u66f4\u597d\u7684\u7075\u6d3b\u6027\u3001\u6027\u80fd\u548c\u66f4\u4f4e\u7684\u6210\u672c\uff1a<\/p>\n<p><strong>1. \u7075\u6d3b\u6027\uff1a<\/strong>\u8c37\u6b4c\u7684\u81ea\u5b9a\u4e49VM shape\u548c\u589e\u52a0\u7684\u4e91GPU\u51b3\u5b9a\u4e86\u6700\u7ec8\u7684\u7075\u6d3b\u6027\u3002\u7528\u6237\u53ef\u81ea\u5b9a\u4e49CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u548cGPU\u914d\u7f6e\u3002<br \/>\n\u6027\u80fd\u66f4\u5feb\uff1a\u5728\u900f\u4f20\u6a21\u5f0f\u4e0b\u4e91GPU\u53ef\u63d0\u4f9b\u88f8\u673a\u6027\u80fd\u3002\u8c37\u6b4c\u4e91\u5728\u6bcf\u4e2aVM\u4e0a\u5b89\u88c5\u4e864\u4e2aP100\u62168\u4e2aK80 GPU\u3002\u5bf9\u4e8e\u60f3\u63d0\u9ad8\u78c1\u76d8\u6027\u80fd\u7684\u7528\u6237\uff0c\u53ef\u9009\u62e9\u5c063TB\u7684\u672c\u5730SSD\u9644\u52a0\u5230\u4efb\u4f55GPU\u7684VM\u4e0a\u3002<\/p>\n<p><strong>2. \u4f4e\u6210\u672c<\/strong>\uff1a\u6709\u4e86\u4e91GPU\uff0c\u7528\u6237\u53ef\u6309\u5206\u949f\u6570\u8ba1\u8d39\uff0c\u5e76\u6709\u6301\u7eed\u4f7f\u7528\u6298\u6263\u3002\u7528\u591a\u5c11\uff0c\u4ed8\u591a\u5c11\u3002<\/p>\n<p><strong>3. \u4e91\u96c6\u6210\uff1a<\/strong>\u7528\u6237\u53ef\u5728\u6240\u6709\u7ea7\u522b\u7684\u5806\u6808\u4e2d\u4f7f\u7528\u4e91GPU\u3002\u5bf9\u4e8e\u57fa\u7840\u67b6\u6784\u6765\u8bf4\uff0c\u8ba1\u7b97\u5f15\u64ce\u548c\u5bb9\u5668\u5f15\u64ce\u8ba9\u7528\u6237\u4f7f\u7528VM\u6216\u5bb9\u5668\uff08Container\uff09\u8fd0\u884cGPU\u5de5\u4f5c\u8d1f\u8f7d\u3002\u5bf9\u4e8e\u673a\u5668\u5b66\u4e60\u9879\u76ee\uff0c\u53ef\u89c6\u60c5\u51b5\u5c06\u4e91\u673a\u5668\u5b66\u4e60\u914d\u7f6e\u4e3a\u7528GPU\u51cf\u5c11\u7528TensorFlow\u5927\u89c4\u6a21\u8bad\u7ec3\u6a21\u578b\u7684\u65f6\u95f4\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-84042 size-full\" src=\"http:\/\/lrxjmw.cn\/wp-content\/uploads\/2017\/09\/GPU_2.jpeg\" alt=\"\" width=\"400\" height=\"400\" srcset=\"https:\/\/lrxjmw.cn\/wp-content\/uploads\/2017\/09\/GPU_2.jpeg 400w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2017\/09\/GPU_2-150x150.jpeg 150w, https:\/\/lrxjmw.cn\/wp-content\/uploads\/2017\/09\/GPU_2-300x300.jpeg 300w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/p>\n<p>\u76ee\u524d\uff0cP100\u548cK80 GPU\u5728\u5168\u7403\u56db\u4e2a\u5730\u533a\u63d0\u4f9b\uff0c\u5b83\u4eec\u5206\u522b\u4e3a\u7f8e\u56fd\u897f\u90e8\u4fc4\u52d2\u5188\u5dde\u3001\u7f8e\u56fd\u4e1c\u90e8\u7684\u5357\u5361\u7f57\u83b1\u7eb3\u5dde\u3001\u6b27\u6d32\u897f\u90e8\u7684\u6bd4\u5229\u65f6\u548c\u4e9a\u6d32\u4e1c\u90e8\u7684\u53f0\u6e7e\u3002\u6240\u6709GPU\u90fd\u6709\u6301\u7eed\u4f7f\u7528\u6298\u6263\uff0c\u53ef\u4ee5\u964d\u4f4e\u4f7f\u7528\u6210\u672c\u3002<br \/>\n\u8c37\u6b4c\u7684\u8fd9\u4e24\u79cd\u82af\u7247\u4e3a\u8fdb\u884c\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\u7684\u56e2\u961f\u63d0\u4f9b\u4e86\u9009\u62e9\u7684\u7075\u6d3b\u6027\uff0c\u65b9\u4fbf\u7528\u6237\u5728\u5e73\u8861\u901f\u5ea6\u548c\u4ef7\u683c\u7684\u540c\u65f6\uff0c\u4f18\u5316\u8fd0\u884c\u5de5\u4f5c\u91cf\u3002<\/p>\n<blockquote>\n<p style=\"text-align: left; color: #88a6a4;\">\u539f\u6587\u6765\u81ea\uff1a<a href=\"http:\/\/www.cnbeta.com\/articles\/tech\/654757.htm\" target=\"_blank\" rel=\"noopener\">http:\/\/www.cnbeta.com\/articles\/tech\/654757.htm<\/a><\/p>\n<p style=\"text-align: left; color: #88a6a4;\">\u672c\u6587\u5730\u5740\uff1a<a href=\"http:\/\/lrxjmw.cn\/google-compute-engine-gpu.html\" target=\"_blank\" rel=\"noopener\">http:\/\/lrxjmw.cn\/google-compute-engine-gpu.html<\/a><span style=\"float: right;\">\u7f16\u8f91\uff1a\u5cb3\u6c38\uff0c\u5ba1\u6838\u5458\uff1a\u9004\u589e\u5b9d<\/span><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bfb \u8c37\u6b4c\u4e91\u5e73\u53f0\u5ba3\u5e03Google Compute Engine\u865a\u62df\u4e91\u8ba1\u7b97\u670d\u52a1\u5c06\u5f15\u5165\u82f1\u4f1f\u8fbe\u7684\u6700\u65b0Pascal\u67b6\u6784 [&hellip;]<\/p>\n","protected":false},"author":63,"featured_media":84043,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-84040","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"_links":{"self":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/84040","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/users\/63"}],"replies":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/comments?post=84040"}],"version-history":[{"count":4,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/84040\/revisions"}],"predecessor-version":[{"id":85113,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/posts\/84040\/revisions\/85113"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media\/84043"}],"wp:attachment":[{"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/media?parent=84040"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/categories?post=84040"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lrxjmw.cn\/wp-json\/wp\/v2\/tags?post=84040"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}