\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565<\/title>\n<meta name=\"description\" content=\"\u4e86\u89e3\u5982\u4f55\u89e3\u6c7a\u4f3a\u670d\u5668\u4e2dCPU\u8207GPU\u7684\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\u3002\u63a2\u7d22\u8a73\u7d30\u7684\u786c\u9ad4\u3001\u8edf\u9ad4\u53ca\u6f14\u7b97\u6cd5\u512a\u5316\u65b9\u6848\uff0c\u4ee5\u5be6\u73fe\u66f4\u9ad8\u7684\u904b\u4f5c\u6548\u7387\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.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"company\" \/>\n<meta property=\"og:title\" content=\"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218\" \/>\n<meta property=\"og:site_name\" content=\"\u65b0\u5929\u57df\u4e92\u806f\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-02T06:18:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-02T06:22:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"616\" \/>\n\t<meta property=\"og:image:height\" content=\"342\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n","yoast_head_json":{"title":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565","description":"\u4e86\u89e3\u5982\u4f55\u89e3\u6c7a\u4f3a\u670d\u5668\u4e2dCPU\u8207GPU\u7684\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\u3002\u63a2\u7d22\u8a73\u7d30\u7684\u786c\u9ad4\u3001\u8edf\u9ad4\u53ca\u6f14\u7b97\u6cd5\u512a\u5316\u65b9\u6848\uff0c\u4ee5\u5be6\u73fe\u66f4\u9ad8\u7684\u904b\u4f5c\u6548\u7387\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218","og_locale":"zh_TW","og_type":"company","og_title":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565","og_url":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218","og_site_name":"\u65b0\u5929\u57df\u4e92\u806f","article_published_time":"2025-10-02T06:18:52+00:00","article_modified_time":"2025-10-02T06:22:48+00:00","og_image":[{"width":616,"height":342,"url":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","type":"image\/jpeg"}],"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#article","isPartOf":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/"},"author":{"name":"Debbie Ng","@id":"https:\/\/simcentric.com\/tc\/#\/schema\/person\/0bfc8768eb7caacbfab4a0855d805626"},"headline":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565","datePublished":"2025-10-02T06:18:52+00:00","dateModified":"2025-10-02T06:22:48+00:00","mainEntityOfPage":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/"},"wordCount":98,"publisher":{"@id":"https:\/\/simcentric.com\/tc\/#organization"},"image":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#primaryimage"},"thumbnailUrl":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","keywords":["CPU GPU\u512a\u5316","\u786c\u4ef6\u4e0d\u5339\u914d\u89e3\u51b3\u65b9\u6848","GPU\u4f7f\u7528\u7387\u63d0\u5347\u6280\u5de7","CPU-GPU\u5e73\u8861\u7b56\u7565","\u4f3a\u670d\u5668\u6548\u80fd\u8abf\u6821"],"articleSection":["\u7f8e\u570b\u4f3a\u670d\u5668"],"inLanguage":"zh-HK"},{"@type":"WebPage","@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/","url":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/","name":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565","isPartOf":{"@id":"https:\/\/simcentric.com\/tc\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#primaryimage"},"image":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#primaryimage"},"thumbnailUrl":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","datePublished":"2025-10-02T06:18:52+00:00","dateModified":"2025-10-02T06:22:48+00:00","description":"\u4e86\u89e3\u5982\u4f55\u89e3\u6c7a\u4f3a\u670d\u5668\u4e2dCPU\u8207GPU\u7684\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\u3002\u63a2\u7d22\u8a73\u7d30\u7684\u786c\u9ad4\u3001\u8edf\u9ad4\u53ca\u6f14\u7b97\u6cd5\u512a\u5316\u65b9\u6848\uff0c\u4ee5\u5be6\u73fe\u66f4\u9ad8\u7684\u904b\u4f5c\u6548\u7387\u3002","breadcrumb":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#breadcrumb"},"inLanguage":"zh-HK","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/"]}]},{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#primaryimage","url":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","contentUrl":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","width":616,"height":342,"caption":"CPU\u8207GPU\u5354\u540c\u904b\u4f5c\u63d0\u5347\u6548\u80fd"},{"@type":"BreadcrumbList","@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.simcentric.com\/tc\/"},{"@type":"ListItem","position":2,"name":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565"}]},{"@type":"WebSite","@id":"https:\/\/simcentric.com\/tc\/#website","url":"https:\/\/simcentric.com\/tc\/","name":"Simcentric Solutions","description":"","publisher":{"@id":"https:\/\/simcentric.com\/tc\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/simcentric.com\/tc\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-HK"},{"@type":"Organization","@id":"https:\/\/simcentric.com\/tc\/#organization","name":"Simcentric Solutions","url":"https:\/\/simcentric.com\/tc\/","logo":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/simcentric.com\/tc\/#\/schema\/logo\/image\/","url":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2023\/06\/sim-logo-2023.png","contentUrl":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2023\/06\/sim-logo-2023.png","width":800,"height":222,"caption":"Simcentric Solutions"},"image":{"@id":"https:\/\/simcentric.com\/tc\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/simcentric.com\/tc\/#\/schema\/person\/0bfc8768eb7caacbfab4a0855d805626","name":"Debbie Ng","image":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/secure.gravatar.com\/avatar\/9f3420f60d27329ed6e921ddaae5206353d0a7414d1abb6f1f0b32b4fd849965?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/9f3420f60d27329ed6e921ddaae5206353d0a7414d1abb6f1f0b32b4fd849965?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9f3420f60d27329ed6e921ddaae5206353d0a7414d1abb6f1f0b32b4fd849965?s=96&d=mm&r=g","caption":"Debbie Ng"}}]}},"_links":{"self":[{"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/comments?post=27218"}],"version-history":[{"count":2,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218\/revisions"}],"predecessor-version":[{"id":27223,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218\/revisions\/27223"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/media\/27215"}],"wp:attachment":[{"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/media?parent=27218"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/categories?post=27218"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/tags?post=27218"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":27218,"date":"2025-10-02T14:18:52","date_gmt":"2025-10-02T06:18:52","guid":{"rendered":"https:\/\/www.simcentric.com\/uncategorized-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/"},"modified":"2025-10-02T14:22:48","modified_gmt":"2025-10-02T06:22:48","slug":"optimize-cpu-gpu-mismatch-6-key-strategies","status":"publish","type":"post","link":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/","title":{"rendered":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565"},"content":{"rendered":"
\n

1. \u8a3a\u65b7\u6548\u80fd\u5931\u8861\u554f\u984c\uff1a\u5f9e\u4f55\u8457\u624b<\/strong><\/h2>\n
\n \u5728\u9ad8\u6548\u80fd\u904b\u7b97\u74b0\u5883<\/a>\u4e2d\uff0c CPU\u8207GPU<\/a>\u6548\u80fd\u80fd\u529b\u7684\u4e0d\u5339\u914d\u6703\u56b4\u91cd\u5f71\u97ff\u904b\u4f5c\u6548\u7387\u3002<\/p>\n
\n
\u5f9e\u786c\u9ad4\u5c64\u5206\u6790\u8457\u624b\uff1a\u6aa2\u67e5\u6838\u5fc3\u6578\u91cf\u3001\u8a18\u61b6\u9ad4\u983b\u5bec\u53caPCIe\u7248\u672c\u3002PCIe 3.0 x16\u4ecb\u9762\u7684\u541e\u5410\u91cf\u6700\u9ad8\u53ef\u905416 GB\/s\uff0c\u800cPCIe 4.0\u5247\u80fd\u5c07\u5176\u7ffb\u500d\u81f332 GB\/s\uff0c\u9019\u5c0d\u65bc\u8cc7\u6599\u5bc6\u96c6\u578b\u5de5\u4f5c\u8ca0\u8f09\u800c\u8a00\u662f\u95dc\u9375\u56e0\u7d20\u3002<\/li>\n
\u8edf\u9ad4\u5c64\u6aa2\u67e5\u5305\u62ec\u9a57\u8b49\u9a45\u52d5\u76f8\u5bb9\u6027\u548c\u7cfb\u7d71\u8cc7\u6e90\u914d\u7f6e\u60c5\u5f62\u3002Linux\u7cfb\u7d71\u4e0b\u7684`nvidia-smi<\/code>\u5de5\u5177\u8207Windows\u7cfb\u7d71\u4e0b\u7684\u5de5\u4f5c\u7ba1\u7406\u54e1\uff08Task Manager\uff09<\/code>\uff0c\u53ef\u5373\u6642\u56de\u994bGPU\u4f7f\u7528\u7387\u53caCPU-GPU\u8cc7\u6599\u50b3\u8f38\u72c0\u614b\u3002<\/li>\n`
`\u61c9\u7528\u7a0b\u5f0f\u6548\u80fd\u5206\u6790\u81f3\u95dc\u91cd\u8981\uff1a\u9700\u660e\u78ba\u6548\u80fd\u74f6\u9838\u662f\u5426\u51fa\u73fe\u5728\u904b\u7b97\u74b0\u7bc0\uff08\u5982\u77e9\u9663\u904b\u7b97\uff09\u6216\u8cc7\u6599I\/O\u74b0\u7bc0\uff08\u5982\u5132\u5b58\u4ecb\u9762\u901f\u5ea6\u904e\u6162\u5c0e\u81f4GPU\u8cc7\u6599\u4f9b\u61c9\u4e0d\u8db3\uff09\u3002<\/li>\n<\/ul>\n`
2. \u786c\u9ad4\u67b6\u69cb\uff1a\u5efa\u69cb\u5e73\u8861\u7684\u57fa\u790e\u9ad4\u7cfb<\/strong><\/h2>\n
\n \u8981\u5be6\u73fe\u786c\u9ad4\u5c64\u9762\u7684\u6700\u512a\u5e73\u8861\uff0c\u9700\u5c0d\u5143\u4ef6\u9032\u884c\u7b56\u7565\u6027\u9078\u64c7\uff1a<\/p>\n
\n
CPU-GPU\u6838\u5fc3\u914d\u6bd4\uff1a\u55aeGPU\u8a2d\u5b9a\u4e2d\uff0c8-16\u500b\u5be6\u9ad4CPU\u6838\u5fc3\u662f\u7406\u60f3\u9078\u64c7\u3002\u591aGPU\u8a2d\u5b9a\u5247\u8981\u6c42CPU\u5177\u5099\u5145\u8db3\u7684PCIe\u901a\u9053\uff0c\u4f8b\u5982\u63a1\u7528\u73fe\u4ee3\u4f3a\u670d\u5668\u7d1a\u8655\u7406\u5668\u5373\u53ef\u6ee1\u8db3\u9700\u6c42\u3002<\/li>\n
\u8a18\u61b6\u9ad4\u5b50\u7cfb\u7d71\u8abf\u6821\uff1a\u76ee\u6a19\u8a18\u61b6\u9ad4\u901f\u5ea6\u70baDDR4-3200\u53ca\u4ee5\u4e0a\u3002\u7cfb\u7d71\u8a18\u61b6\u9ad4\u914d\u7f6e\u61c9\u8a2d\u5b9a\u70baGPU\u986f\u5b58\u76841.5-2\u500d\uff0c\u4ee5\u907f\u514d\u8cc7\u6599\u4f9b\u61c9\u4e0d\u8db3\u2014\u2014\u4f8b\u5982\uff0c40GB\u986f\u5b58\u7684GPU\u9700\u642d\u914d64GB\u8a18\u61b6\u9ad4\u3002<\/li>\n
\u4ecb\u9762\u76f8\u5bb9\u6027\uff1a\u78ba\u4fdd\u4e3b\u6a5f\u677f\u652f\u63f4\u6700\u65b0\u7684PCIe\u6a19\u6e96\uff0c\u4e14\u591aGPU\u8a2d\u5b9a\u9700\u652f\u63f4NVLink\u6280\u8853\uff0c\u4ee5\u6700\u5927\u9650\u5ea6\u6e1b\u5c11\u4e92\u806f\u74b0\u7bc0\u7684\u6548\u80fd\u74f6\u9838\u3002<\/li>\n<\/ol>\n
3. \u8edf\u9ad4\u512a\u5316\uff1a\u91cb\u653e\u73fe\u6709\u786c\u9ad4\u7684\u6f5b\u529b<\/strong><\/h2>\n
\n \u5373\u4fbf\u786c\u9ad4\u8a2d\u5b9a\u56fa\u5b9a\uff0c\u900f\u904e\u8edf\u9ad4\u8abf\u6574\u4e5f\u80fd\u986f\u8457\u63d0\u5347\u6548\u80fd\uff1a<\/p>\n
\n
\u9a45\u52d5\u8207\u6846\u67b6\u512a\u5316\uff1a\u9078\u7528\u8207GPU\u67b6\u69cb\u76f8\u5bb9\u7684\u6700\u65b0CUDA Toolkit\u7248\u672c\u3002\u5c0d\u65bcPyTorch\u7b49\u6df1\u5ea6\u5b78\u7fd2\u6846\u67b6\uff0c\u975e\u540c\u6b65\u8cc7\u6599\u8f09\u5165\u5668\u53ef\u5c07GPU\u4f7f\u7528\u7387\u63d0\u534720%\u4ee5\u4e0a\u3002<\/li>\n
\u7cfb\u7d71\u7d1a\u6392\u7a0b\uff1aLinux\u7cfb\u7d71\u4e0b\uff0c\u53ef\u4f7f\u7528`cgroups<\/code>\u70ba\u95dc\u9375\u7a0b\u5e8f\u9694\u96e2CPU\u8cc7\u6e90\uff1bWindows\u4f7f\u7528\u8005\u5247\u53ef\u8abf\u6574\u6838\u5fc3\u89aa\u548c\u6027\uff0c\u4e26\u4fee\u6539TdrLevel\u8a3b\u518a\u8868\u9805\uff0c\u4ee5\u907f\u514dGPU\u903e\u6642\u554f\u984c\u3002<\/li>\n`
`\u7a0b\u5f0f\u78bc\u7d1a\u512a\u5316\uff1a\u5229\u7528\u96f6\u8907\u88fd\u6280\u8853\uff08CUDA Zero Copy\uff09\u6e1b\u5c11CPU-GPU\u8cc7\u6599\u50b3\u8f38\u91cf\u3002\u5408\u7406\u62c6\u5206\u4efb\u52d9\uff0c\u8b93CPU\u8ca0\u8cac\u8cc7\u6599\u9810\u8655\u7406\uff0cGPU\u5c08\u6ce8\u65bc\u5e73\u884c\u904b\u7b97\uff0c\u5982\u4e0b\u8ff0\u507d\u7a0b\u5f0f\u78bc\u7bc4\u4f8b\u6240\u793a\uff1a\n`
\r\n\/\/ CPU\u57f7\u884c\u7dd2\u7528\u65bc\u8cc7\u6599\u9810\u8655\u7406\r\nwhile data_available():\r\n preprocess_data() \/\/ \u9810\u8655\u7406\u8cc7\u6599\r\n enqueue_to_gpu_buffer() \/\/ \u52a0\u5165GPU\u7de9\u885d\u5340\u4f47\u5217\r\n\r\n\/\/ GPU\u6838\u5fc3\u51fd\u5f0f\u7528\u65bc\u5e73\u884c\u904b\u7b97\r\nglobal void compute_kernel(buffer data):\r\n \/\/ \u5e73\u884c\u8655\u7406\u908f\u8f2f\r\n <\/pre>\n<\/li>\n<\/ul>\n
4. \u7cfb\u7d71\u7d1a\u76e3\u63a7\u8207\u52d5\u614b\u8cc7\u6e90\u914d\u7f6e<\/strong><\/h2>\n
\n \u6301\u7e8c\u76e3\u63a7\u8207\u81ea\u9069\u61c9\u6392\u7a0b\u662f\u7dad\u6301\u6548\u80fd\u5e73\u8861\u7684\u95dc\u9375\uff1a<\/p>\n
\n
\u5373\u6642\u76e3\u63a7\u5de5\u5177\uff1a\u7d50\u5408`nvidia-smi<\/code>\u3001dmon<\/code>\u8207cupti<\/code>\uff0c\u8ffd\u8e64GPU\u4f7f\u7528\u7387\u3001\u8a18\u61b6\u9ad4\u8907\u88fd\u901f\u5ea6\u53caCPU\u9592\u7f6e\u6642\u9593\u3002\u5c0d\u65bc\u5206\u6563\u5f0f\u7cfb\u7d71\uff0c\u53ef\u642d\u5efaPrometheus-Grafana\u67b6\u69cb\uff0c\u4e26\u914d\u7f6e\u81ea\u8a02\u4f3a\u670d\u5668\u76e3\u63a7\u5100\u8868\u677f\u3002<\/li>\n`
`\u52d5\u614b\u8ca0\u8f09\u5e73\u8861\uff1a\u90e8\u7f72\u57fa\u65bc\u5373\u6642\u6307\u6a19\u8abf\u6574\u4efb\u52d9\u5206\u914d\u7684\u6f14\u7b97\u6cd5\u3002\u57fa\u65bc\u6a5f\u5668\u5b78\u7fd2\u7684\u6392\u7a0b\u5668\u53ef\u9810\u6e2c\u8cc7\u6e90\u9700\u6c42\uff0c\u4e26\u512a\u5316\u6df7\u5408CPU-GPU\u5de5\u4f5c\u8ca0\u8f09\u7684\u4efb\u52d9\u4f47\u5217\u6a5f\u5236\u3002<\/li>\n`
\u97cc\u9ad4\u66f4\u65b0\uff1a\u5728BIOS\u4e2d\u555f\u7528\u53ef\u8abf\u6574\u5927\u5c0f\u7684\u57fa\u5e95\u66ab\u5b58\u5668\uff08Resizable BAR\uff09\uff0c\u63d0\u5347GPU\u5c0d\u7cfb\u7d71\u8a18\u61b6\u9ad4\u7684\u5b58\u53d6\u6548\u7387\uff0c\u6548\u80fd\u6709\u671b\u63d0\u534710%-15%\u3002\u540c\u6642\u5b9a\u671f\u66f4\u65b0BMC\u97cc\u9ad4\uff0c\u4ee5\u5be6\u73fe\u66f4\u5148\u9032\u7684\u786c\u9ad4\u5065\u5eb7\u76e3\u63a7\u3002<\/li>\n<\/ol>\n5. \u61c9\u7528\u5c64\u9069\u914d\uff1a\u8b93\u5de5\u4f5c\u8ca0\u8f09\u5339\u914d\u786c\u9ad4\u80fd\u529b<\/strong><\/h2>\n\n \u8abf\u6574\u6f14\u7b97\u6cd5\u4ee5\u5145\u5206\u767c\u63eeCPU\u8207GPU\u7684\u512a\u52e2\uff1a<\/p>\n \n\u904b\u7b97\u5bc6\u96c6\u578b\u5de5\u4f5c\u8ca0\u8f09\uff1a\u4f7f\u7528\u9ad8\u6548\u80fd\u7a0b\u5f0f\u5eab\u512a\u5316\u77e9\u9663\u904b\u7b97\uff0c\u5982GPU\u9069\u7528\u7684cuBLAS\u7a0b\u5f0f\u5eab\u8207CPU\u9069\u7528\u7684MKL\u7a0b\u5f0f\u5eab\u3002\u63a1\u7528\u6df7\u5408\u5e73\u884c\u6a21\u578b\uff0c\u900f\u904eOpenMP\u5be6\u73feCPU\u591a\u57f7\u884c\u7dd2\uff0c\u85c9\u52a9CUDA\u5be6\u73feGPU\u52a0\u901f\u3002<\/li>\n \u8cc7\u6599\u5bc6\u96c6\u578b\u4efb\u52d9\uff1a\u5728CPU\u4e0a\u4f7f\u7528\u5e36\u9810\u53d6\u7de9\u885d\u5340\u7684\u975e\u540c\u6b65\u8cc7\u6599\u8f09\u5165\u65b9\u5f0f\uff0c\u70baGPU\u4f9b\u61c9\u8cc7\u6599\u3002\u5347\u7d1a\u81f3NVMe over Fabrics\u5132\u5b58\u4ecb\u9762\u4ee5\u964d\u4f4eI\/O\u5ef6\u9072\uff0c\u9019\u5c0d\u65bc\u5bb9\u91cf\u8d85\u904e\u7cfb\u7d71\u8a18\u61b6\u9ad4\u7684\u8cc7\u6599\u96c6\u800c\u8a00\u662f\u95dc\u9375\u6b65\u9a5f\u3002<\/li>\n \u5be6\u969b\u61c9\u7528\u5834\u666f\uff1a\u6df1\u5ea6\u5b78\u7fd2\u4e2d\uff0c\u68af\u5ea6\u7d2f\u52a0\u6280\u8853\u53ef\u900f\u904e\u6e1b\u5c11\u983b\u7e41\u7684\u5c0f\u898f\u6a21\u8cc7\u6599\u50b3\u8f38\uff0c\u5e73\u8861CPU-GPU\u8cc7\u6e90\u4f54\u7528\uff1b\u5f71\u7247\u8655\u7406\u5834\u666f\u4e0b\uff0c\u53ef\u5c07\u7de8\u78bc\u908f\u8f2f\u5378\u8f09\u81f3CPU\uff0c\u540c\u6642\u8b93GPU\u8ca0\u8cac\u5e73\u884c\u756b\u9762\u6e32\u67d3\u3002<\/li>\n<\/ul>\n6. \u9762\u5411\u591a\u6a23\u5316\u5de5\u4f5c\u8ca0\u8f09\u7684\u9ad8CP\u503c\u65b9\u6848<\/strong><\/h2>\n\n \u900f\u904e\u4ee5\u4e0b\u7b56\u7565\u5e73\u8861\u6548\u80fd\u8207\u9810\u7b97\uff1a<\/p>\n \n\u5165\u9580\u7d1a\u8a2d\u5b9a\uff1a\u5c07\u7ffb\u65b0CPU\u8207\u5168\u65b0GPU\u7d44\u5408\uff0c\u964d\u4f4e\u6210\u672c\u3002GangScheduler\u7b49\u958b\u6e90\u5de5\u5177\u53ef\u5728\u7121\u9700\u4ed8\u8cbb\u8edf\u9ad4\u6388\u6b0a\u7684\u60c5\u6cc1\u4e0b\uff0c\u512a\u5316\u8cc7\u6e90\u914d\u7f6e\u3002<\/li>\n \u4f01\u696d\u7d1a\u8a2d\u5b9a\uff1a\u6295\u8cc7\u6700\u65b0\u7684\u8655\u7406\u5668\u8207GPU\u67b6\u69cb\uff0c\u4ee5\u5be6\u73fe\u6700\u5927\u541e\u5410\u91cf\u3002\u8207\u4f3a\u670d\u5668\u79df\u7528\u670d\u52d9\u5546\u5408\u4f5c\uff0c\u7372\u53d6\u53ef\u64f4\u5145\u7684CPU-GPU\u914d\u6bd4\u65b9\u6848\uff0c\u9069\u61c9\u4e0d\u65b7\u8b8a\u5316\u7684\u5de5\u4f5c\u8ca0\u8f09\u9700\u6c42\u3002<\/li>\n \u96f2\u7aef\u74b0\u5883\u5f48\u6027\u65b9\u6848\uff1a\u5728\u516c\u6709\u96f2\u4e0a\u4f7f\u7528\u6436\u5360\u5f0f\u57f7\u884c\u500b\u9ad4\uff08spot instances\uff09\uff0c\u4ee5\u66f4\u4f4e\u6210\u672c\u7372\u53d6\u9ad8\u6548\u80fd\u8cc7\u6e90\u3002\u90e8\u7f72\u81ea\u52d5\u64f4\u7f29\u5bb9\u7b56\u7565\uff0c\u6839\u64da\u5373\u6642CPU-GPU\u4f7f\u7528\u7387\u6307\u6a19\u8abf\u6574\u4f3a\u670d\u5668\u6578\u91cf\u3002<\/li>\n<\/ol>\n\u6574\u5408\u512a\u5316\uff1a\u5efa\u69cb\u5168\u65b9\u4f4d\u7684\u512a\u5316\u9ad4\u7cfb<\/strong><\/h2>\n\n \u89e3\u6c7aCPU-GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\u9700\u63a1\u7528\u591a\u5c64\u7d1a\u7b56\u7565\uff1a<\/p>\n \n\u786c\u9ad4\u5c64\u9762\uff1a\u6839\u64da\u5de5\u4f5c\u8ca0\u8f09\u7684\u904b\u7b97\u8207\u8cc7\u6599\u9700\u6c42\u9078\u64c7\u5143\u4ef6\uff0c\u512a\u5148\u8003\u616ePCIe\u983b\u5bec\u8207\u8a18\u61b6\u9ad4\u968e\u5c64\u7d50\u69cb\u3002<\/li>\n \u8edf\u9ad4\u5c64\u9762\uff1a\u512a\u5316\u9a45\u52d5\u3001\u6846\u67b6\u53ca\u7cfb\u7d71\u6392\u7a0b\uff0c\u6d88\u9664\u8cc7\u6e90\u4f7f\u7528\u4e2d\u7684\u4f4e\u6548\u554f\u984c\u3002<\/li>\n \u61c9\u7528\u5c64\u9762\uff1a\u91cd\u69cb\u6f14\u7b97\u6cd5\uff0c\u5c07\u4efb\u52d9\u5378\u8f09\u81f3\u6700\u9069\u914d\u7684\u786c\u9ad4\u2014\u2014\u8b93GPU\u8ca0\u8cac\u5e73\u884c\u8655\u7406\uff0cCPU\u8ca0\u8cac\u4e32\u5217\u908f\u8f2f\u3002<\/li>\n<\/ul>\n \u900f\u904e\u5c0d\u6bcf\u500b\u5c64\u9762\u7684\u512a\u5316\uff0c\u4f01\u696d\u53ef\u5be6\u73fe\u4efb\u52d9\u5ef6\u9072\u964d\u4f4e40%\u3001GPU\u4f7f\u7528\u7387\u63d0\u534730%\u7684\u6548\u679c\uff0c\u9019\u610f\u5473\u8457\u4f3a\u670d\u5668\u74b0\u5883\u80fd\u986f\u8457\u7bc0\u7701\u6210\u672c\u4e26\u63d0\u5347\u6548\u80fd\u3002\n <\/p>\n \n \u512a\u5316\u7684\u7b2c\u4e00\u6b65\u662f\u57f7\u884c\u8a3a\u65b7\u5de5\u5177\uff0c\u5b9a\u4f4d\u5177\u9ad4\u7684\u6548\u80fd\u74f6\u9838\u3002\u7121\u8ad6\u662f\u5347\u7d1a\u786c\u9ad4\u3001\u5fae\u8abf\u8edf\u9ad4\uff0c\u9084\u662f\u91cd\u69cb\u61c9\u7528\u908f\u8f2f\uff0c\u6838\u5fc3\u76ee\u6a19\u90fd\u662f\u5efa\u7acbCPU\u8207GPU\u8cc7\u6e90\u9593\u7684\u5354\u540c\u95dc\u4fc2\u3002 \n \u5728\u9ad8\u6548\u80fd\u904b\u7b97\u9818\u57df\u4e0d\u65b7\u767c\u5c55\u7684\u80cc\u666f\u4e0b\uff0c\u4e3b\u52d5\u512a\u5316\u80fd\u78ba\u4fdd\u4f3a\u670d\u5668\u67b6\u69cb\u59cb\u7d42\u4fdd\u6301\u9ad8\u6548\u3001\u53ef\u64f4\u5145\u7684\u72c0\u614b\uff0c\u5f9e\u5bb9\u61c9\u5c0d\u672a\u4f86\u5de5\u4f5c\u8ca0\u8f09\u7684\u9700\u6c42\u3002\n <\/p>\n","protected":false},"excerpt":{"rendered":" 1. \u8a3a\u65b7\u6548\u80fd\u5931\u8861\u554f\u984c\uff1a\u5f9e\u4f55\u8457\u624b \u5728\u9ad8\u6548\u80fd\u904b\u7b97\u74b0\u5883\u4e2d\uff0cCPU\u8207GPU\u6548\u80fd\u80fd\u529b\u7684\u4e0d\u5339\u914d\u6703\u56b4\u91cd\u5f71\u97ff\u904b\u4f5c\u6548\u7387\u3002 \u5f9e\u786c […]<\/p>\n Read More…<\/a><\/p>\n","protected":false},"author":2,"featured_media":27215,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4815],"tags":[8816,8817,8818,8819,8732],"class_list":["post-27218","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-america-dedicated-server-tc","tag-cpu-gpu-optimization-tc","tag-hardware-mismatch-solutions-tc","tag-gpu-utilization-tips-tc","tag-cpu-gpu-balance-strategies-tc","tag-server-performance-tuning-tc"],"acf":[],"yoast_head":"\n\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565<\/title>\n<meta name=\"description\" content=\"\u4e86\u89e3\u5982\u4f55\u89e3\u6c7a\u4f3a\u670d\u5668\u4e2dCPU\u8207GPU\u7684\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\u3002\u63a2\u7d22\u8a73\u7d30\u7684\u786c\u9ad4\u3001\u8edf\u9ad4\u53ca\u6f14\u7b97\u6cd5\u512a\u5316\u65b9\u6848\uff0c\u4ee5\u5be6\u73fe\u66f4\u9ad8\u7684\u904b\u4f5c\u6548\u7387\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.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"company\" \/>\n<meta property=\"og:title\" content=\"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218\" \/>\n<meta property=\"og:site_name\" content=\"\u65b0\u5929\u57df\u4e92\u806f\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-02T06:18:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-02T06:22:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"616\" \/>\n\t<meta property=\"og:image:height\" content=\"342\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n","yoast_head_json":{"title":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565","description":"\u4e86\u89e3\u5982\u4f55\u89e3\u6c7a\u4f3a\u670d\u5668\u4e2dCPU\u8207GPU\u7684\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\u3002\u63a2\u7d22\u8a73\u7d30\u7684\u786c\u9ad4\u3001\u8edf\u9ad4\u53ca\u6f14\u7b97\u6cd5\u512a\u5316\u65b9\u6848\uff0c\u4ee5\u5be6\u73fe\u66f4\u9ad8\u7684\u904b\u4f5c\u6548\u7387\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218","og_locale":"zh_TW","og_type":"company","og_title":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565","og_url":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218","og_site_name":"\u65b0\u5929\u57df\u4e92\u806f","article_published_time":"2025-10-02T06:18:52+00:00","article_modified_time":"2025-10-02T06:22:48+00:00","og_image":[{"width":616,"height":342,"url":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","type":"image\/jpeg"}],"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#article","isPartOf":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/"},"author":{"name":"Debbie Ng","@id":"https:\/\/simcentric.com\/tc\/#\/schema\/person\/0bfc8768eb7caacbfab4a0855d805626"},"headline":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565","datePublished":"2025-10-02T06:18:52+00:00","dateModified":"2025-10-02T06:22:48+00:00","mainEntityOfPage":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/"},"wordCount":98,"publisher":{"@id":"https:\/\/simcentric.com\/tc\/#organization"},"image":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#primaryimage"},"thumbnailUrl":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","keywords":["CPU GPU\u512a\u5316","\u786c\u4ef6\u4e0d\u5339\u914d\u89e3\u51b3\u65b9\u6848","GPU\u4f7f\u7528\u7387\u63d0\u5347\u6280\u5de7","CPU-GPU\u5e73\u8861\u7b56\u7565","\u4f3a\u670d\u5668\u6548\u80fd\u8abf\u6821"],"articleSection":["\u7f8e\u570b\u4f3a\u670d\u5668"],"inLanguage":"zh-HK"},{"@type":"WebPage","@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/","url":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/","name":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565","isPartOf":{"@id":"https:\/\/simcentric.com\/tc\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#primaryimage"},"image":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#primaryimage"},"thumbnailUrl":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","datePublished":"2025-10-02T06:18:52+00:00","dateModified":"2025-10-02T06:22:48+00:00","description":"\u4e86\u89e3\u5982\u4f55\u89e3\u6c7a\u4f3a\u670d\u5668\u4e2dCPU\u8207GPU\u7684\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\u3002\u63a2\u7d22\u8a73\u7d30\u7684\u786c\u9ad4\u3001\u8edf\u9ad4\u53ca\u6f14\u7b97\u6cd5\u512a\u5316\u65b9\u6848\uff0c\u4ee5\u5be6\u73fe\u66f4\u9ad8\u7684\u904b\u4f5c\u6548\u7387\u3002","breadcrumb":{"@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#breadcrumb"},"inLanguage":"zh-HK","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/"]}]},{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#primaryimage","url":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","contentUrl":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2025\/10\/sim-blog-2025-10-02-blogB.jpg","width":616,"height":342,"caption":"CPU\u8207GPU\u5354\u540c\u904b\u4f5c\u63d0\u5347\u6548\u80fd"},{"@type":"BreadcrumbList","@id":"https:\/\/www.simcentric.com\/tc\/america-dedicated-server-tc\/optimize-cpu-gpu-mismatch-6-key-strategies\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.simcentric.com\/tc\/"},{"@type":"ListItem","position":2,"name":"\u512a\u5316CPU\u8207GPU\u6548\u80fd\u4e0d\u5339\u914d\u554f\u984c\uff1a6\u5927\u6838\u5fc3\u7b56\u7565"}]},{"@type":"WebSite","@id":"https:\/\/simcentric.com\/tc\/#website","url":"https:\/\/simcentric.com\/tc\/","name":"Simcentric Solutions","description":"","publisher":{"@id":"https:\/\/simcentric.com\/tc\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/simcentric.com\/tc\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-HK"},{"@type":"Organization","@id":"https:\/\/simcentric.com\/tc\/#organization","name":"Simcentric Solutions","url":"https:\/\/simcentric.com\/tc\/","logo":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/simcentric.com\/tc\/#\/schema\/logo\/image\/","url":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2023\/06\/sim-logo-2023.png","contentUrl":"https:\/\/www.simcentric.com\/wp-content\/uploads\/2023\/06\/sim-logo-2023.png","width":800,"height":222,"caption":"Simcentric Solutions"},"image":{"@id":"https:\/\/simcentric.com\/tc\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/simcentric.com\/tc\/#\/schema\/person\/0bfc8768eb7caacbfab4a0855d805626","name":"Debbie Ng","image":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/secure.gravatar.com\/avatar\/9f3420f60d27329ed6e921ddaae5206353d0a7414d1abb6f1f0b32b4fd849965?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/9f3420f60d27329ed6e921ddaae5206353d0a7414d1abb6f1f0b32b4fd849965?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/9f3420f60d27329ed6e921ddaae5206353d0a7414d1abb6f1f0b32b4fd849965?s=96&d=mm&r=g","caption":"Debbie Ng"}}]}},"_links":{"self":[{"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/comments?post=27218"}],"version-history":[{"count":2,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218\/revisions"}],"predecessor-version":[{"id":27223,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/posts\/27218\/revisions\/27223"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/media\/27215"}],"wp:attachment":[{"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/media?parent=27218"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/categories?post=27218"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.simcentric.com\/tc\/wp-json\/wp\/v2\/tags?post=27218"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}