{"id":204783,"date":"2025-05-29T14:05:53","date_gmt":"2025-05-29T06:05:53","guid":{"rendered":"https:\/\/server.hk\/cnblog\/204783\/"},"modified":"2025-05-29T14:05:53","modified_gmt":"2025-05-29T06:05:53","slug":"pytorch-%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8-apple-silicon-%e7%a5%9e%e7%bb%8f%e7%bd%91%e7%bb%9c%e5%bc%95%e6%93%8e-npu%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/204783\/","title":{"rendered":"PyTorch \u5982\u4f55\u4f7f\u7528 Apple Silicon \u795e\u7ecf\u7f51\u7edc\u5f15\u64ce (NPU)\uff1f"},"content":{"rendered":"<p><b><\/b>     <\/p>\n<h1>PyTorch \u5982\u4f55\u4f7f\u7528 Apple Silicon \u795e\u7ecf\u7f51\u7edc\u5f15\u64ce (NPU)\uff1f<\/h1>\n<p>\u4ece\u73b0\u5728\u5f00\u59cb\uff0c\u52aa\u529b\u5b66\u4e60\u5427\uff01\u672c\u6587\u4e3b\u8981\u8bb2\u89e3\u4e86<span style=\"color: #FF6600;, Helvetica, Arial, sans-serif;font-size: 14px;background-color: #FFFFFF\"><\/span>\u7b49\u7b49\u76f8\u5173\u77e5\u8bc6\u70b9\uff0c\u6211\u4f1a\u5728\u4e2d\u6301\u7eed\u66f4\u65b0\u76f8\u5173\u7684\u7cfb\u5217\u6587\u7ae0\uff0c\u6b22\u8fce\u5927\u5bb6\u5173\u6ce8\u5e76\u79ef\u6781\u7559\u8a00\u5efa\u8bae\u3002\u4e0b\u9762\u5c31\u5148\u4e00\u8d77\u6765\u770b\u4e00\u4e0b\u672c\u7bc7\u6b63\u6587\u5185\u5bb9\u5427\uff0c\u5e0c\u671b\u80fd\u5e2e\u5230\u4f60\uff01<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.17golang.com\/uploads\/20241116\/173173433267382b3c038fe.jpg\" class=\"aligncenter\"><\/p>\n<p><strong>PyTorch \u5982\u4f55\u5229\u7528 Apple Silicon \u795e\u7ecf\u7f51\u7edc\u5f15\u64ce (NPU)<\/strong><\/p>\n<p>\u82f9\u679c M1 \u7cfb\u5217\u82af\u7247\u642d\u8f7d\u4e86 CPU\u3001GPU \u548c\u795e\u7ecf\u7f51\u7edc\u5f15\u64ce (NPU)\u3002PyTorch \u53ef\u8ba9\u60a8\u6307\u5b9a\u8bbe\u5907\uff0c\u5982 MPS\uff08\u91d1\u5c5e\u6027\u80fd\u9634\u5f71\uff09\uff0c\u8be5\u8bbe\u5907\u53ef\u5728 Apple Silicon \u4e0a\u8fd0\u884c\u3002<\/p>\n<p><strong>MPS \u8c03\u7528\u7684\u662f GPU \u8fd8\u662f NPU\uff1f<\/strong><\/p>\n<p>MPS \u4ec5\u8c03\u7528 GPU\uff0c\u800c\u4e0d\u662f NPU\u3002GPU \u7528\u4e8e\u8bad\u7ec3\u548c\u751f\u6210\u5411\u91cf\u3002<\/p>\n<p><strong>\u5982\u4f55\u9009\u62e9 NPU\uff1f<\/strong><\/p>\n<p>\u76ee\u524d\uff0cNPU \u4ec5\u7528\u4e8e\u63a8\u7406\uff0c\u800c\u975e\u8bad\u7ec3\u3002\u65e0\u6cd5\u5728 PyTorch \u4e2d\u76f4\u63a5\u9009\u62e9 NPU\u3002\u8981\u4f7f\u7528 NPU\uff0c\u9700\u8981\u4f7f\u7528 CoreML\uff0c\u5e76\u4e14\u82f9\u679c\u5c1a\u672a\u516c\u5f00 NPU \u7f16\u7a0b\u63a5\u53e3\u3002<\/p>\n<p>\u5230\u8fd9\u91cc\uff0c\u6211\u4eec\u4e5f\u5c31\u8bb2\u5b8c\u4e86\u300aPyTorch \u5982\u4f55\u4f7f\u7528 Apple Silicon \u795e\u7ecf\u7f51\u7edc\u5f15\u64ce (NPU)\uff1f\u300b\u7684\u5185\u5bb9\u4e86\u3002\u4e2a\u4eba\u8ba4\u4e3a\uff0c\u57fa\u7840\u77e5\u8bc6\u7684\u5b66\u4e60\u548c\u5de9\u56fa\uff0c\u662f\u4e3a\u4e86\u66f4\u597d\u7684\u5c06\u5176\u8fd0\u7528\u5230\u9879\u76ee\u4e2d\uff0c\u6b22\u8fce\u5173\u6ce8\u516c\u4f17\u53f7\uff0c\u5e26\u4f60\u4e86\u89e3\u66f4\u591a\u5173\u4e8e\u7684\u77e5\u8bc6\u70b9\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>PyTorch \u5982\u4f55\u4f7f\u7528 App&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4925],"tags":[],"class_list":["post-204783","post","type-post","status-publish","format-standard","hentry","category-4925"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/204783","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=204783"}],"version-history":[{"count":0,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/204783\/revisions"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=204783"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=204783"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=204783"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}