\u95ee\uff1a\u4e00\u53f0\u670d\u52a1\u5668\u5b89\u88c5\u6709\u591a\u5f20\u663e\u5361\uff0c\u5b89\u88c5\u4e86Windows\u7cfb\u7edf\uff0c\u60f3\u5728\u4e0a\u9762\u521b\u5efa\u4e00\u7cfb\u5217\u865a\u62df\u673a\uff0c\u865a\u62df\u673a\u5185\u5b89\u88c5\u5927\u6a21\u578b\uff0c\u8bf7\u95ee\u662f\u628a\u663e\u5361\u5171\u4eab\u7ed9\u865a\u62df\u673a\u597d\uff0c\u8fd8\u662f\u7528\u663e\u5361\u76f4\u901a\u6280\u672f\u5206\u7ed9\u865a\u62df\u673a\u597d\uff1f
\n\u7b54\uff1a\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u5178\u578b\u7684AI\u57fa\u7840\u8bbe\u65bd\u67b6\u6784\u95ee\u9898\u3002\u6839\u636e\u60a8\u7684\u573a\u666f\uff08Windows\u5bbf\u4e3b\u673a + \u591a\u663e\u5361 + \u865a\u62df\u673a\u8fd0\u884c\u5927\u6a21\u578b\uff09\uff0c\u6211\u4e3a\u60a8\u8be6\u7ec6\u5206\u6790\u4e24\u79cd\u65b9\u6848\u7684\u4f18\u52a3\u3002<\/p>\n
\u76f4\u63a5\u7b54\u6848\uff1a\u63a8\u8350\u4f7f\u7528\u663e\u5361\u76f4\u901a\u6280\u672f<\/p>\n
\u5bf9\u4e8e\u5927\u6a21\u578b\u63a8\u7406\/\u8bad\u7ec3\u8fd9\u79cd\u9ad8\u6027\u80fd\u8ba1\u7b97\u573a\u666f\uff0c\u663e\u5361\u76f4\u901a\uff08GPU Passthrough\uff09\u662f\u660e\u663e\u66f4\u4f18\u7684\u9009\u62e9\u3002<\/p>\n
\u6280\u672f\u65b9\u6848\u5bf9\u6bd4\u5206\u6790<\/p>\n
\u65b9\u6848\u4e00\uff1a\u663e\u5361\u76f4\u901a\uff08GPU Passthrough\uff09<\/p>\n
\u5de5\u4f5c\u539f\u7406\uff1a\u5c06\u7269\u7406GPU\u5b8c\u5168\u5206\u914d\u7ed9\u7279\u5b9a\u865a\u62df\u673a\uff0c\u865a\u62df\u673a\u72ec\u4eab\u6574\u4e2aGPU\u8d44\u6e90\u3002<\/p>\n
\u4f18\u52bf\uff1a<\/p>\n
\u00b7 \u2705 \u6027\u80fd\u65e0\u635f\uff1a\u63a5\u8fd1\u7269\u7406\u673a95%-99%\u7684GPU\u6027\u80fd
\n\u00b7 \u2705 \u5b8c\u6574\u529f\u80fd\u652f\u6301\uff1a\u652f\u6301CUDA\u3001TensorCore\u7b49\u6240\u6709GPU\u7279\u6027
\n\u00b7 \u2705 \u517c\u5bb9\u6027\u597d\uff1a\u652f\u6301NVIDIA\/AMD\u5168\u7cfb\u5217\u663e\u5361
\n\u00b7 \u2705 \u9694\u79bb\u6027\u5f3a\uff1a\u865a\u62df\u673a\u95f4\u5b8c\u5168\u9694\u79bb\uff0c\u4e92\u4e0d\u5e72\u6270<\/p>\n
\u52a3\u52bf\uff1a<\/p>\n
\u00b7 \u274c \u8d44\u6e90\u5206\u914d\u56fa\u5b9a\uff0c\u4e0d\u591f\u7075\u6d3b
\n\u00b7 \u274c \u4e00\u5f20\u5361\u53ea\u80fd\u7ed9\u4e00\u4e2aVM\u4f7f\u7528
\n\u00b7 \u274c \u9700\u8981\u786c\u4ef6\u652f\u6301IOMMU\uff08\u73b0\u4ee3\u670d\u52a1\u5668\u57fa\u672c\u90fd\u652f\u6301\uff09<\/p>\n
\u65b9\u6848\u4e8c\uff1aGPU\u865a\u62df\u5316\u5171\u4eab<\/p>\n
\u5de5\u4f5c\u539f\u7406\uff1a\u901a\u8fc7GPU\u865a\u62df\u5316\u6280\u672f\uff08\u5982NVIDIA vGPU, MxGPU\uff09\u5c06\u7269\u7406GPU\u5206\u5272\u4e3a\u591a\u4e2a\u865a\u62dfGPU<\/p>\n
\u4f18\u52bf\uff1a<\/p>\n
\u00b7 \u2705 \u8d44\u6e90\u5229\u7528\u7387\u9ad8\uff1a\u4e00\u5f20\u7269\u7406\u5361\u53ef\u5206\u914d\u7ed9\u591a\u4e2aVM
\n\u00b7 \u2705 \u7075\u6d3b\u5206\u914d\uff1a\u53ef\u6309\u9700\u5206\u914dvGPU\u8d44\u6e90
\n\u00b7 \u2705 \u7ba1\u7406\u65b9\u4fbf\uff1a\u7edf\u4e00\u7ba1\u7406\u754c\u9762<\/p>\n
\u52a3\u52bf\uff1a<\/p>\n
\u00b7 \u274c \u6027\u80fd\u635f\u5931\uff1a\u901a\u5e38\u670910%-30%\u7684\u6027\u80fd\u5f00\u9500
\n\u00b7 \u274c \u786c\u4ef6\u9650\u5236\uff1a\u9700\u8981\u4e13\u4e1a\u7ea7\u663e\u5361\uff08\u5982NVIDIA A100\/T4\u7b49\uff09
\n\u00b7 \u274c \u8bb8\u53ef\u6210\u672c\uff1aNVIDIA vGPU\u9700\u8981\u989d\u5916\u8bb8\u53ef\u8bc1
\n\u00b7 \u274c \u529f\u80fd\u9650\u5236\uff1a\u67d0\u4e9b\u9ad8\u7ea7\u7279\u6027\u53ef\u80fd\u53d7\u9650<\/p>\n
\u5177\u4f53\u5b9e\u65bd\u65b9\u6848<\/p>\n
\u663e\u5361\u76f4\u901a\u914d\u7f6e\u6b65\u9aa4\uff08\u4ee5Hyper-V\u4e3a\u4f8b\uff09\uff1a<\/p>\n
“`powershell
\n# 1. \u542f\u7528Hyper-V\u89d2\u8272
\nEnable-WindowsOptionalFeature -Online -FeatureName Microsoft-Hyper-V -All<\/p>\n
# 2. \u7981\u7528GPU\u9a71\u52a8\u7b7e\u540d\u5f3a\u5236
\nbcdedit \/set {current} hypervisorloadoptions DECREASE<\/p>\n
# 3. \u4f7f\u7528DDA\uff08\u79bb\u6563\u8bbe\u5907\u5206\u914d\uff09\u5c06GPU\u5206\u914d\u7ed9VM
\n# \u5728Hyper-V\u7ba1\u7406\u5668\u4e2d\u914d\u7f6e\u6216\u4f7f\u7528PowerShell
\n“`<\/p>\n
\u63a8\u8350\u67b6\u6784\u8bbe\u8ba1\uff1a<\/p>\n
“`
\n\u7269\u7406\u670d\u52a1\u5668\uff08Windows Server 2022\uff09
\n\u251c\u2500\u2500 GPU 0 \u2192 \u4fdd\u7559\u7ed9\u5bbf\u4e3b\u673a\u4f7f\u7528
\n\u251c\u2500\u2500 GPU 1 \u2192 \u76f4\u901a\u7ed9VM1\uff08\u8fd0\u884c70B\u5927\u6a21\u578b\uff09
\n\u251c\u2500\u2500 GPU 2 \u2192 \u76f4\u901a\u7ed9VM2\uff08\u8fd0\u884c30B\u5927\u6a21\u578b\uff09
\n\u251c\u2500\u2500 GPU 3 \u2192 \u76f4\u901a\u7ed9VM3\uff08\u8fd0\u884c7B\u5927\u6a21\u578b\uff09
\n\u2514\u2500\u2500 …
\n“`<\/p>\n
\u7279\u6b8a\u60c5\u51b5\u8003\u8651<\/p>\n
\u5982\u679c\u60a8\u7684\u9700\u6c42\u7b26\u5408\u4ee5\u4e0b\u6761\u4ef6\uff0c\u53ef\u8003\u8651GPU\u5171\u4eab\uff1a<\/p>\n
\u00b7 \u8fd0\u884c\u7684\u662f\u8f83\u5c0f\u6a21\u578b\uff08\u59827B\u4ee5\u4e0b\uff09
\n\u00b7 \u9700\u8981\u9891\u7e41\u521b\u5efa\/\u9500\u6bc1VM
\n\u00b7 \u4f7f\u7528\u7684\u662fNVIDIA\u4e13\u4e1a\u5361\u4e14\u5df2\u8d2d\u4e70vGPU\u8bb8\u53ef\u8bc1
\n\u00b7 \u5bf9\u6781\u81f4\u6027\u80fd\u8981\u6c42\u4e0d\u9ad8<\/p>\n
\u6700\u4f73\u5b9e\u8df5\u5efa\u8bae<\/p>\n
1. \u4fdd\u7559\u4e00\u5f20GPU\u7ed9\u5bbf\u4e3b\u673a\uff0c\u7528\u4e8e\u663e\u793a\u548c\u7ba1\u7406
\n2. \u540c\u4e00\u578b\u53f7GPU\u5206\u914d\u7ed9\u540c\u7c7b\u578b\u5de5\u4f5c\u8d1f\u8f7d
\n3. \u76d1\u63a7GPU\u6e29\u5ea6\u548c\u4f7f\u7528\u7387\uff0c\u907f\u514d\u8fc7\u70ed
\n4. \u8003\u8651\u4f7f\u7528GPU\u5206\u533a\u5de5\u5177\u5982NVIDIA MIG\uff08\u5982\u4f7f\u7528A100\/H100\uff09<\/p>\n
\u60a8\u76ee\u524d\u4f7f\u7528\u7684\u662f\u54ea\u79cd\u578b\u53f7\u7684\u663e\u5361\uff1f\u8fd9\u4f1a\u5f71\u54cd\u6700\u7ec8\u7684\u6280\u672f\u9009\u62e9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u95ee\uff1a\u4e00\u53f0\u670d\u52a1\u5668\u5b89\u88c5\u6709\u591a\u5f20\u663e\u5361\uff0c\u5b89\u88c5\u4e86Windows\u7cfb\u7edf\uff0c\u60f3\u5728\u4e0a\u9762\u521b\u5efa\u4e00\u7cfb\u5217\u865a\u62df\u673a\uff0c\u865a\u62df\u673a\u5185\u5b89\u88c5\u5927\u6a21\u578b\uff0c\u8bf7\u95ee\u662f\u628a\u663e\u5361\u5171\u4eab\u7ed9\u865a\u62df\u673a\u597d\uff0c\u8fd8\u662f\u7528\u663e\u5361\u76f4\u901a\u6280\u672f\u5206\u7ed9\u865a\u62df\u673a\u597d\uff1f \u7b54\uff1a\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u5178\u578b\u7684AI\u57fa\u7840\u8bbe\u65bd\u67b6… <\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[28],"tags":[],"class_list":["post-15313","post","type-post","status-publish","format-standard","hentry","category-computer"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/opgogo.com\/blog2\/index.php?rest_route=\/wp\/v2\/posts\/15313","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/opgogo.com\/blog2\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/opgogo.com\/blog2\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/opgogo.com\/blog2\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/opgogo.com\/blog2\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=15313"}],"version-history":[{"count":0,"href":"https:\/\/opgogo.com\/blog2\/index.php?rest_route=\/wp\/v2\/posts\/15313\/revisions"}],"wp:attachment":[{"href":"https:\/\/opgogo.com\/blog2\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15313"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/opgogo.com\/blog2\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15313"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/opgogo.com\/blog2\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15313"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}