{"id":48892,"date":"2023-08-17T10:41:20","date_gmt":"2023-08-17T02:41:20","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=48892"},"modified":"2023-08-23T10:43:53","modified_gmt":"2023-08-23T02:43:53","slug":"pytorch%e5%92%8cpytorch-lightning%e7%9a%84%e5%85%b7%e4%bd%93%e5%8c%ba%e5%88%ab%e5%9c%a8%e5%93%aa","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/48892.html","title":{"rendered":"pytorch\u548cpytorch lightning\u7684\u5177\u4f53\u533a\u522b\u5728\u54ea"},"content":{"rendered":"\n
\n

PyTorch\u548cPyTorch Lightning\u662f\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u4f46\u5404\u81ea\u5177\u6709\u72ec\u7279\u7684\u529f\u80fd\u548c\u4f18\u70b9\u30021\u3001\u7b80\u4ecb\u65b9\u9762\uff0cPyTorch\u662fFacebook\u63a8\u51fa\u7684\u5f00\u6e90\u6df1\u5ea6\u5b66\u4e60\u5e93\uff0c\u63d0\u4f9b\u7075\u6d3b\u6027\u548c\u4f4e\u7ea7\u522b\u64cd\u4f5c\uff0c\u800cPyTorch Lightning\u5219\u662f\u5728PyTorch\u4e4b\u4e0a\u6784\u5efa\u7684\uff0c\u63d0\u4f9b\u66f4\u9ad8\u7ea7\u522b\u7684\u62bd\u8c61\uff1b2\u3001\u6613\u7528\u6027\u65b9\u9762\uff0cPyTorch Lightning\u901a\u8fc7\u81ea\u52a8\u5316\u8bb8\u591a\u65e5\u5e38\u4efb\u52a1\uff0c\u4f7f\u5f97\u4ee3\u7801\u66f4\u52a0\u7b80\u6d01\u548c\u6613\u4e8e\u7ef4\u62a4\uff1b3\u3001\u6269\u5c55\u6027\u548c\u517c\u5bb9\u6027\uff0cPyTorch Lightning\u6dfb\u52a0\u4e86\u66f4\u591a\u7684\u5185\u7f6e\u529f\u80fd\uff0c\u4ee5\u652f\u6301\u5206\u5e03\u5f0f\u8bad\u7ec3\u548c\u66f4\u5e7f\u6cdb\u7684\u786c\u4ef6\u517c\u5bb9\u6027\u3002<\/p>\n<\/blockquote>\n\n\n

\n
\"\"<\/figure><\/div>\n\n\n

1<\/strong>\u3001\u7b80\u4ecb<\/strong><\/h2>\n\n\n\n
    \n
  • PyTorch<\/strong>\uff1a\u7531Facebook\u63a8\u51fa\u7684\u5f00\u6e90\u6df1\u5ea6\u5b66\u4e60\u5e93\uff0c\u5b83\u63d0\u4f9b\u4e86\u7075\u6d3b\u7684\u5f20\u91cf\u8ba1\u7b97\u548c\u52a8\u6001\u8ba1\u7b97\u56fe\u529f\u80fd\uff0c\u4f7f\u5f97\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u8fdb\u884c\u66f4\u5e95\u5c42\u7684\u64cd\u4f5c\u548c\u5b9e\u9a8c\u3002<\/li>\n\n\n\n
  • PyTorch Lightning<\/strong>\uff1a\u662f\u5728PyTorch\u4e4b\u4e0a\u6784\u5efa\u7684\u8f7b\u91cf\u7ea7\u5305\u88c5\u5668\uff0c\u65e8\u5728\u7b80\u5316\u4ee3\u7801\uff0c\u4f7f\u5f00\u53d1\u8fc7\u7a0b\u66f4\u9ad8\u6548\uff0c\u5e76\u63d0\u4f9b\u4e86\u8bb8\u591a\u73b0\u4ee3\u5316\u7684\u4f18\u5f02\u5b9e\u8df5\u3002<\/li>\n<\/ul>\n\n\n\n

    2<\/strong>\u3001\u6613\u7528\u6027<\/strong><\/h2>\n\n\n\n
      \n
    • PyTorch<\/strong>\u7684\u7f16\u7a0b\u6a21\u5f0f<\/strong>\uff1a\u867d\u7136\u529f\u80fd\u5f3a\u5927\uff0c\u4f46PyTorch\u7684\u4ee3\u7801\u53ef\u80fd\u4f1a\u53d8\u5f97\u590d\u6742\u548c\u5197\u957f\uff0c\u7279\u522b\u662f\u6d89\u53ca\u5206\u5e03\u5f0f\u8bad\u7ec3\u548c\u5404\u79cd\u4f18\u5316\u6280\u5de7\u65f6\u3002<\/li>\n\n\n\n
    • PyTorch Lightning<\/strong>\u7684\u81ea\u52a8\u5316<\/strong>\uff1aPyTorch Lightning\u81ea\u52a8\u5316\u4e86\u8bb8\u591a\u65e5\u5e38\u4efb\u52a1\uff0c\u5982GPU\u5206\u914d\u3001\u5206\u5e03\u5f0f\u8bad\u7ec3\u7b49\uff0c\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u4e13\u6ce8\u4e8e\u6a21\u578b\u903b\u8f91\u672c\u8eab\uff0c\u800c\u4e0d\u662f\u5e95\u5c42\u7ec6\u8282\u3002<\/li>\n<\/ul>\n\n\n\n

      3<\/strong>\u3001\u6269\u5c55\u6027\u548c\u517c\u5bb9\u6027<\/strong><\/h2>\n\n\n\n
        \n
      • PyTorch<\/strong>\u7684\u7075\u6d3b\u6027<\/strong>\uff1aPyTorch\u63d0\u4f9b\u4e86\u5bf9\u5e95\u5c42\u64cd\u4f5c\u7684\u8bbf\u95ee\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u66f4\u7cbe\u7ec6\u5730\u63a7\u5236\u6a21\u578b\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u8fc7\u7a0b\u3002<\/li>\n\n\n\n
      • PyTorch Lightning<\/strong>\u7684\u5185\u7f6e\u529f\u80fd<\/strong>\uff1aPyTorch Lightning\u5177\u6709\u66f4\u5e7f\u6cdb\u7684\u786c\u4ef6\u517c\u5bb9\u6027\u548c\u5206\u5e03\u5f0f\u8bad\u7ec3\u652f\u6301\uff0c\u4ee5\u53ca\u66f4\u4e30\u5bcc\u7684\u5185\u7f6e\u56de\u8c03\u548c\u63d2\u4ef6\u5e93\u3002<\/li>\n<\/ul>\n\n\n\n

        \u5e38\u89c1\u95ee\u7b54<\/strong><\/h2>\n\n\n\n

        Q1<\/strong>\uff1aPyTorch Lightning\u662f\u5426\u5b8c\u5168\u517c\u5bb9PyTorch\uff1f<\/strong><\/p>\n\n\n\n

        A1\uff1a\u662f\u7684\uff0cPyTorch Lightning\u662f\u5728PyTorch\u4e4b\u4e0a\u6784\u5efa\u7684\uff0c\u56e0\u6b64\u5b83\u4e0ePyTorch\u5b8c\u5168\u517c\u5bb9\uff0c\u5e76\u53ef\u4ee5\u4e0e\u73b0\u6709\u7684PyTorch\u4ee3\u7801\u4e00\u8d77\u4f7f\u7528\u3002<\/p>\n\n\n\n

        Q2<\/strong>\uff1aPyTorch Lightning\u662f\u5426\u9002\u5408\u521d\u5b66\u8005\uff1f<\/strong><\/p>\n\n\n\n

        A2\uff1aPyTorch Lightning\u7684\u81ea\u52a8\u5316\u548c\u62bd\u8c61\u7279\u6027\u4f7f\u5176\u5bf9\u521d\u5b66\u8005\u53cb\u597d\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4ed6\u4eec\u66f4\u5feb\u901f\u5730\u6784\u5efa\u548c\u8bad\u7ec3\u6a21\u578b\u3002<\/p>\n\n\n\n

        Q3<\/strong>\uff1a\u5728\u4f55\u79cd\u573a\u666f\u4e0b\u9009\u62e9PyTorch\uff0c\u4f55\u65f6\u9009\u62e9PyTorch Lightning\uff1f<\/strong><\/p>\n\n\n\n

        A3\uff1a\u5bf9\u4e8e\u9700\u8981\u66f4\u5e95\u5c42\u63a7\u5236\u548c\u5b9a\u5236\u5316\u7684\u9879\u76ee\uff0cPyTorch\u53ef\u80fd\u662f\u66f4\u5408\u9002\u7684\u9009\u62e9\uff1b\u5bf9\u4e8e\u5e0c\u671b\u5feb\u901f\u5f00\u53d1\u548c\u7ef4\u62a4\u7684\u9879\u76ee\uff0cPyTorch Lightning\u53ef\u80fd\u66f4\u4f18\u3002<\/p>\n\n\n\n

        Q4<\/strong>\uff1aPyTorch Lightning\u5982\u4f55\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\uff1f<\/strong><\/p>\n\n\n\n

        A4\uff1aPyTorch Lightning\u901a\u8fc7\u81ea\u52a8\u5316\u5e95\u5c42\u4efb\u52a1\u548c\u63d0\u4f9b\u9ad8\u7ea7\u62bd\u8c61\uff0c\u7b80\u5316\u4e86\u4ee3\u7801\u7ed3\u6784\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u5f00\u53d1\u6548\u7387\u3002<\/p>\n\n\n\n

        Q5<\/strong>\uff1a\u6211\u53ef\u4ee5\u5728PyTorch Lightning\u4e2d\u4f7f\u7528\u81ea\u5b9a\u4e49\u4f18\u5316\u5668\u5417\uff1f<\/strong><\/p>\n\n\n\n

        A5\uff1a\u662f\u7684\uff0cPyTorch Lightning\u5141\u8bb8\u4f7f\u7528\u81ea\u5b9a\u4e49\u4f18\u5316\u5668\uff0c\u63d0\u4f9b\u4e86\u7075\u6d3b\u7684\u63a5\u53e3\u4ee5\u9002\u5e94\u5404\u79cd\u9700\u6c42\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"PyTorch\u548cPyTorch Lightning\u662f\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u4f46\u5404\u81ea\u5177\u6709\u72ec\u7279\u7684\u529f\u80fd\u548c\u4f18\u70b9\u30021\u3001\u7b80\u4ecb\u65b9\u9762\uff0cP […]","protected":false},"author":5,"featured_media":48859,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[1144,669],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/48892"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=48892"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/48892\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/48859"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=48892"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=48892"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=48892"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}