{"id":18482,"date":"2024-04-18T08:00:43","date_gmt":"2024-04-18T00:00:43","guid":{"rendered":"https:\/\/www.varidata.com\/uncategorized-zh-tw\/how-do-i-choose-the-right-gpu-for-ml-dl-workloads\/"},"modified":"2025-03-17T10:18:08","modified_gmt":"2025-03-17T02:18:08","slug":"how-do-i-choose-the-right-gpu-for-ml-dl-workloads","status":"publish","type":"post","link":"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/how-do-i-choose-the-right-gpu-for-ml-dl-workloads\/","title":{"rendered":"\u5982\u4f55\u70ba\u6a5f\u5668\u5b78\u7fd2\/\u6df1\u5ea6\u5b78\u7fd2\u5de5\u4f5c\u8ca0\u8f09\u9078\u64c7\u5408\u9069\u7684GPU\uff1f"},"content":{"rendered":"<p>\u70ba\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1\u5ea6\u5b78\u7fd2\u5de5\u4f5c\u6d41\u9078\u64c7\u9069\u7576\u7684<strong><a href=\"https:\/\/www.varidata.com\/zh-tw\/server\/hk\/gpu\/\" target=\"_blank\">\u4f3a\u670d\u5668\u79df\u7528\u89e3\u6c7a\u65b9\u6848<\/a><\/strong>\u9700\u8981\u4ed4\u7d30\u8003\u616eGPU\u914d\u7f6e\u53ca\u5176\u5c0d\u904b\u7b97\u6548\u80fd\u7684\u5f71\u97ff\u3002\u4e86\u89e3\u9019\u4e9b\u56e0\u7d20\u6709\u52a9\u65bc\u7d44\u7e54\u6700\u4f73\u5316\u5176\u57fa\u790e\u8a2d\u65bd\u6295\u8cc7\u3002<\/p>\n<h2><strong>\u591aGPU\u67b6\u69cb\u5f71\u97ff<\/strong><\/h2>\n<div class=\"comparison-box\">\n<p>GPU\u6578\u91cf\u900f\u904e\u591a\u7a2e\u6a5f\u5236\u5f71\u97ff\u7cfb\u7d71\u6548\u80fd\uff1a<\/p>\n<table>\n<tr>\n<th>\u914d\u7f6e<\/th>\n<th>\u5e73\u884c\u8655\u7406<\/th>\n<th>\u8a18\u61b6\u9ad4\u6c60<\/th>\n<th>\u5178\u578b\u61c9\u7528<\/th>\n<\/tr>\n<tr>\n<td>\u55aeGPU<\/td>\n<td>\u6709\u9650<\/td>\n<td>\u7368\u7acb<\/td>\n<td>\u5c0f\u578b\u6a21\u578b\u3001\u7814\u7a76<\/td>\n<\/tr>\n<tr>\n<td>\u96d9GPU<\/td>\n<td>\u4e2d\u7b49<\/td>\n<td>\u53ef\u5171\u4eab<\/td>\n<td>\u751f\u7522\u8a13\u7df4<\/td>\n<\/tr>\n<tr>\n<td>\u56dbGPU<\/td>\n<td>\u9ad8<\/td>\n<td>\u7d71\u4e00\u8a18\u61b6\u9ad4<\/td>\n<td>\u5927\u898f\u6a21\u8a13\u7df4<\/td>\n<\/tr>\n<\/table>\n<\/div>\n<h2><strong>\u95dc\u9375\u9078\u64c7\u56e0\u7d20<\/strong><\/h2>\n<p>\u5728\u8a55\u4f30ML\/DL\u4efb\u52d9\u7684\u4f3a\u670d\u5668\u914d\u7f6e\u6642\uff0c\u9700\u8003\u616e\u4ee5\u4e0b\u95dc\u9375\u8981\u7d20\uff1a<\/p>\n<div class=\"comparison-box\">\n<h3>\u786c\u9ad4\u898f\u683c<\/h3>\n<p>\u5728\u8a55\u4f30ML\/DL\u5de5\u4f5c\u8ca0\u8f09\u7684\u786c\u9ad4\u898f\u683c\u6642\uff0c\u8a18\u61b6\u9ad4\u983b\u5bec\u662f\u95dc\u9375\u6548\u80fd\u6307\u6a19\u3002\u73fe\u4ee3\u61c9\u7528\u7a0b\u5f0f\u8981\u6c42\u6bcf\u500bGPU\u81f3\u5c11900 GB\/s\u7684\u983b\u5bec\u4ee5\u7dad\u6301\u9ad8\u6548\u7684\u8cc7\u6599\u8655\u7406\u6d41\u7a0b\u3002VRAM\u5bb9\u91cf\u540c\u6a23\u81f3\u95dc\u91cd\u8981\uff0c\u7576\u4ee3\u6a21\u578b\u9700\u8981\u81f3\u5c1124GB\u4f86\u6709\u6548\u8655\u7406\u5927\u898f\u6a21\u8cc7\u6599\u96c6\u548c\u8907\u96dc\u795e\u7d93\u7db2\u8def\u3002<\/p>\n<p>PCIe\u4ecb\u9762\u898f\u683c\u986f\u8457\u5f71\u97ff\u6574\u9ad4\u7cfb\u7d71\u6548\u80fd\uff0c\u5176\u4e2dGen4 x16\u901a\u9053\u70ba\u5bc6\u96c6\u904b\u7b97\u4efb\u52d9\u63d0\u4f9b\u5fc5\u8981\u7684\u8cc7\u6599\u541e\u5410\u91cf\u3002\u5c0d\u65bc\u591aGPU\u914d\u7f6e\uff0cNVLink\u652f\u63f4\u8b8a\u5f97\u81f3\u95dc\u91cd\u8981\uff0c\u5b83\u80fd\u5be6\u73fe\u9ad8\u901fGPU\u76f4\u63a5\u901a\u8a0a\u548c\u5171\u4eab\u8a18\u61b6\u9ad4\u5b58\u53d6\uff0c\u5927\u5927\u63d0\u9ad8\u8a13\u7df4\u6548\u7387\u4e26\u6e1b\u5c11\u8cc7\u6599\u50b3\u8f38\u74f6\u9838\u3002<\/p>\n<\/div>\n<h2><strong>\u5de5\u4f5c\u8ca0\u8f09\u7279\u5b9a\u9700\u6c42<\/strong><\/h2>\n<p>\u4e0d\u540c\u7684ML\/DL\u61c9\u7528\u9700\u8981\u4e0d\u540c\u7684\u914d\u7f6e\uff1a<\/p>\n<table>\n<tr>\n<th>\u61c9\u7528\u985e\u578b<\/th>\n<th>\u63a8\u85a6\u914d\u7f6e<\/th>\n<th>\u6548\u80fd\u6307\u6a19<\/th>\n<\/tr>\n<tr>\n<td>\u96fb\u8166\u8996\u89ba<\/td>\n<td>2-4\u500bGPU\uff0c\u9ad8VRAM<\/td>\n<td>\u6279\u6b21\u8655\u7406\u901f\u5ea6<\/td>\n<\/tr>\n<tr>\n<td>NLP\u6a21\u578b<\/td>\n<td>4+GPU\uff0cNVLink<\/td>\n<td>\u6a21\u578b\u5e73\u884c\u80fd\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u5f37\u5316\u5b78\u7fd2<\/td>\n<td>2+GPU\uff0c\u5feb\u901fCPU<\/td>\n<td>\u74b0\u5883\u6a21\u64ec\u901f\u5ea6<\/td>\n<\/tr>\n<\/table>\n<p>[\u7ee7\u7eed\u4e0b\u4e00\u90e8\u5206&#8230;]<\/p>\n<h2><strong>\u64f4\u5c55\u6027\u8003\u91cf<\/strong><\/h2>\n<p>\u5206\u6563\u5f0f\u904b\u7b97\u74b0\u5883\u4e2d\u7684\u6548\u80fd\u64f4\u5c55\u6d89\u53ca\u591a\u500b\u76f8\u4e92\u95dc\u806f\u7684\u56e0\u7d20\uff0c\u9019\u4e9b\u56e0\u7d20\u5171\u540c\u6c7a\u5b9a\u7cfb\u7d71\u6548\u7387\u548c\u904b\u7b97\u80fd\u529b\u3002\u9ad8\u6548\u64f4\u5c55\u7684\u57fa\u790e\u5728\u65bc\u88dd\u7f6e\u9593\u901a\u8a0a\u983b\u5bec\uff0c\u5b83\u6c7a\u5b9a\u4e86\u591a\u500b\u8655\u7406\u55ae\u5143\u4e4b\u9593\u8cc7\u6599\u5171\u4eab\u548c\u540c\u6b65\u7684\u901f\u5ea6\u3002<\/p>\n<p>\u4f9b\u96fb\u57fa\u790e\u8a2d\u65bd\u5728\u7dad\u6301\u6240\u6709\u904b\u7b97\u7bc0\u9ede\u7684\u4e00\u81f4\u6548\u80fd\u65b9\u9762\u767c\u63ee\u8457\u91cd\u8981\u4f5c\u7528\u3002\u5f37\u5927\u7684\u4f9b\u96fb\u7cfb\u7d71\u78ba\u4fdd\u5728\u91cd\u8ca0\u8f09\u904b\u7b97\u4e0b\u7684\u7a69\u5b9a\u904b\u884c\uff0c\u9632\u6b62\u56e0\u529f\u7387\u9650\u5236\u5c0e\u81f4\u6548\u80fd\u4e0b\u964d\u3002\u9019\u8207\u51b7\u537b\u7cfb\u7d71\u6548\u7387\u5bc6\u5207\u76f8\u95dc\uff0c\u56e0\u70ba\u7576\u591a\u500b\u9ad8\u6548\u80fd\u8655\u7406\u5668\u5728\u8fd1\u8ddd\u96e2\u540c\u6642\u904b\u884c\u6642\uff0c\u71b1\u91cf\u7ba1\u7406\u8b8a\u5f97\u5c24\u70ba\u91cd\u8981\u3002<\/p>\n<p>\u5132\u5b58I\/O\u6548\u80fd\u662f\u64f4\u5c55\u8003\u91cf\u7684\u53e6\u4e00\u500b\u95dc\u9375\u65b9\u9762\u3002\u9ad8\u901f\u5132\u5b58\u7cfb\u7d71\u5fc5\u9808\u8ddf\u4e0a\u5e73\u884c\u904b\u7b97\u55ae\u5143\u589e\u52a0\u7684\u8cc7\u6599\u8655\u7406\u80fd\u529b\uff0c\u78ba\u4fdd\u8cc7\u6599\u7ba1\u9053\u4fdd\u6301\u9ad8\u6548\uff0c\u9632\u6b62\u53ef\u80fd\u9650\u5236\u984d\u5916\u8655\u7406\u8cc7\u6e90\u512a\u52e2\u7684\u74f6\u9838\u3002\u9019\u4e9b\u56e0\u7d20\u7684\u76f8\u4e92\u4f5c\u7528\u6700\u7d42\u6c7a\u5b9a\u4e86\u7cfb\u7d71\u5982\u4f55\u900f\u904e\u984d\u5916\u786c\u9ad4\u8cc7\u6e90\u6709\u6548\u64f4\u5c55\u5176\u904b\u7b97\u80fd\u529b\u3002<\/p>\n<h2><strong>\u57fa\u790e\u8a2d\u65bd\u8981\u6c42<\/strong><\/h2>\n<table>\n<tr>\n<th>\u5143\u4ef6<\/th>\n<th>\u6700\u4f4e\u898f\u683c<\/th>\n<th>\u63a8\u85a6\u914d\u7f6e<\/th>\n<\/tr>\n<tr>\n<td>\u96fb\u6e90<\/td>\n<td>1200W<\/td>\n<td>2000W\u5197\u9918<\/td>\n<\/tr>\n<tr>\n<td>CPU<\/td>\n<td>16\u6838<\/td>\n<td>32+\u6838<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7d71\u8a18\u61b6\u9ad4<\/td>\n<td>64GB<\/td>\n<td>256GB+<\/td>\n<\/tr>\n<tr>\n<td>\u5132\u5b58<\/td>\n<td>NVMe 2TB<\/td>\n<td>NVMe RAID 8TB+<\/td>\n<\/tr>\n<\/table>\n<h2><strong>\u6548\u80fd\u6700\u4f73\u5316\u5efa\u8b70<\/strong><\/h2>\n<div class=\"comparison-box\">\n<h3>\u7cfb\u7d71\u8abf\u6821\u6307\u5357\uff1a<\/h3>\n<ol>\n<li>\u70ba\u591a\u63d2\u69fd\u7cfb\u7d71\u555f\u7528NUMA\u611f\u77e5<\/li>\n<li>\u6700\u4f73\u5316PCIe\u901a\u9053\u5206\u914d<\/li>\n<li>\u914d\u7f6e\u9069\u7576\u7684GPU\u6642\u8108\u901f\u5ea6<\/li>\n<li>\u76e3\u63a7\u6563\u71b1\u95be\u503c<\/li>\n<\/ol>\n<\/div>\n<h2><strong>\u6210\u672c\u6548\u76ca\u5206\u6790<\/strong><\/h2>\n<p>\u5e73\u8861\u6548\u80fd\u9700\u6c42\u8207\u9810\u7b97\u9650\u5236\uff1a<\/p>\n<div class=\"comparison-box\">\n<table>\n<tr>\n<th>\u914d\u7f6e\u985e\u578b<\/th>\n<th>\u521d\u59cb\u6210\u672c<\/th>\n<th>\u71df\u904b\u6210\u672c<\/th>\n<th>\u6027\u50f9\u6bd4<\/th>\n<\/tr>\n<tr>\n<td>\u55aeGPU<\/td>\n<td>\u8f03\u4f4e<\/td>\n<td>\u6700\u5c0f<\/td>\n<td>\u4e2d\u7b49<\/td>\n<\/tr>\n<tr>\n<td>\u591aGPU<\/td>\n<td>\u8f03\u9ad8<\/td>\n<td>\u986f\u8457<\/td>\n<td>\u6700\u512a<\/td>\n<\/tr>\n<\/table>\n<\/div>\n<h2><strong>\u9762\u5411\u672a\u4f86\u7684\u8003\u91cf\u56e0\u7d20<\/strong><\/h2>\n<p>\u898f\u5283\u672a\u4f86\u64f4\u5c55\u9700\u8981\u8003\u616e\u9019\u4e9b\u56e0\u7d20\uff1a<\/p>\n<div class=\"comparison-box\">\n<ul>\n<li>\u6a5f\u7bb1\u53ef\u64f4\u5c55\u6027<\/li>\n<li>\u96fb\u6e90\u7cfb\u7d71\u9918\u91cf<\/li>\n<li>\u6563\u71b1\u5bb9\u91cf\u5132\u5099<\/li>\n<li>\u7db2\u8def\u57fa\u790e\u8a2d\u65bd\u53ef\u64f4\u5c55\u6027<\/li>\n<\/ul>\n<\/div>\n<h2><strong>\u7d50\u8ad6<\/strong><\/h2>\n<p>\u70baML\/DL\u5de5\u4f5c\u8ca0\u8f09\u9078\u64c7\u5408\u9069\u7684\u4f3a\u670d\u5668\u79df\u7528\u89e3\u6c7a\u65b9\u6848\u9700\u8981\u4ed4\u7d30\u8a55\u4f30GPU\u914d\u7f6e\u548c\u652f\u63f4\u57fa\u790e\u8a2d\u65bd\u3002\u5728\u9078\u64c7\u914d\u7f6e\u6642\uff0c\u9700\u8981\u540c\u6642\u8003\u616e\u7576\u524d\u9700\u6c42\u548c\u672a\u4f86\u64f4\u5c55\u9700\u6c42\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u70ba\u6a5f\u5668\u5b78\u7fd2\u548c\u6df1\u5ea6\u5b78\u7fd2\u5de5\u4f5c\u6d41\u9078\u64c7\u9069\u7576\u7684\u4f3a\u670d\u5668\u79df\u7528\u89e3\u6c7a\u65b9\u6848\u9700\u8981\u4ed4\u7d30\u8003\u616eGPU\u914d\u7f6e\u53ca\u5176\u5c0d\u904b\u7b97\u6548\u80fd\u7684\u5f71\u97ff\u3002\u4e86\u89e3\u9019\u4e9b\u56e0\u7d20 [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/how-do-i-choose-the-right-gpu-for-ml-dl-workloads\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":3,"featured_media":18479,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[267],"tags":[],"class_list":["post-18482","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-tc"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5982\u4f55\u70ba\u6a5f\u5668\u5b78\u7fd2\/\u6df1\u5ea6\u5b78\u7fd2\u5de5\u4f5c\u8ca0\u8f09\u9078\u64c7\u5408\u9069\u7684GPU\uff1f<\/title>\n<meta name=\"description\" content=\"\u4e86\u89e3GPU\u6578\u91cf\u5982\u4f55\u5f71\u97ff\u6a5f\u5668\u5b78\u7fd2\/\u6df1\u5ea6\u5b78\u7fd2\u5de5\u4f5c\u8ca0\u8f09\uff0c\u767c\u73fe\u9078\u64c7\u6700\u4f73\u4f3a\u670d\u5668\u914d\u7f6e\u7684\u95dc\u9375\u56e0\u7d20\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/how-do-i-choose-the-right-gpu-for-ml-dl-workloads\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5982\u4f55\u70ba\u6a5f\u5668\u5b78\u7fd2\/\u6df1\u5ea6\u5b78\u7fd2\u5de5\u4f5c\u8ca0\u8f09\u9078\u64c7\u5408\u9069\u7684GPU\uff1f\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.varidata.com\/zh-tw\/blog-tc\/how-do-i-choose-the-right-gpu-for-ml-dl-workloads\/\" \/>\n<meta property=\"og:site_name\" content=\"Varidata Limited\" \/>\n<meta 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