{"id":182,"date":"2025-06-25T09:43:23","date_gmt":"2025-06-25T01:43:23","guid":{"rendered":"https:\/\/mianka.xyz\/?p=182"},"modified":"2025-06-25T09:43:58","modified_gmt":"2025-06-25T01:43:58","slug":"pytorch","status":"publish","type":"post","link":"https:\/\/www.mianka.xyz\/?p=182","title":{"rendered":"pytorch\u90fd\u6709\u54ea\u4e9b\u795e\u7ecf\u7f51\u7edc\uff0c\u90fd\u54ea\u4e9b\u60c5\u51b5\u4f7f\u7528\u8fd9\u4e9b\u795e\u7ecf\u7f51\u7edc"},"content":{"rendered":"<p><span style=\"text-wrap-mode: nowrap;\">PyTorch\u63d0\u4f9b\u4e86\u591a\u79cd\u795e\u7ecf\u7f51\u7edc\u7c7b\u578b\uff0c\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u573a\u666f\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u795e\u7ecf\u7f51\u7edc\u53ca\u5176\u9002\u7528\u60c5\u51b5\uff1a<\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\"><br \/><\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">**\u524d\u9988\u795e\u7ecf\u7f51\u7edc\uff08Feedforward Neural Network, FNN\uff09**<\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">\u7ed3\u6784\uff1a\u7531\u8f93\u5165\u5c42\u3001\u82e5\u5e72\u9690\u85cf\u5c42\u548c\u8f93\u51fa\u5c42\u7ec4\u6210\uff0c\u6bcf\u4e00\u5c42\u90fd\u8fde\u63a5\u5230\u4e0b\u4e00\u5c42\u3002<\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">\u9002\u7528\u573a\u666f\uff1a\u7528\u4e8e\u5206\u7c7b\u548c\u56de\u5f52\u95ee\u9898\uff0c\u9002\u5408\u7ed3\u6784\u5316\u6570\u636e\u6216\u7279\u5f81\u660e\u663e\u7684\u6570\u636e\u96c6\u3002<\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\"><br \/><\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">**\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08Convolutional Neural Network, CNN\uff09**<\/span><\/p>\n<p><span style=\"text-wrap-mode: 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nowrap;\">\u7ed3\u6784\uff1a\u5177\u6709\u5faa\u73af\u8fde\u63a5\uff0c\u80fd\u591f\u5904\u7406\u5e8f\u5217\u6570\u636e\uff0c\u901a\u8fc7\u65f6\u95f4\u6b65\u9aa4\u8fdb\u884c\u4fe1\u606f\u4f20\u9012\u3002<\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">\u9002\u7528\u573a\u666f\uff1a\u5904\u7406\u5e8f\u5217\u6570\u636e\uff0c\u5982\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08\u6587\u672c\uff09\u3001\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7b49\u3002\u957f\u77ed\u65f6\u8bb0\u5fc6\u7f51\u7edc\uff08LSTM\uff09\u548c\u95e8\u63a7\u5faa\u73af\u5355\u5143\uff08GRU\uff09\u7b49\u53d8\u4f53\u80fd\u591f\u66f4\u597d\u5730\u5904\u7406\u957f\u5e8f\u5217\u6570\u636e\u4e2d\u7684\u4f9d\u8d56\u5173\u7cfb\u3002<\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\"><br \/><\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">**\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff08Generative Adversarial Network, GAN\uff09**<\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">\u7ed3\u6784\uff1a\u7531\u751f\u6210\u5668\uff08Generator\uff09\u548c\u5224\u522b\u5668\uff08Discriminator\uff09\u4e24\u4e2a\u7f51\u7edc\u7ec4\u6210\uff0c\u901a\u8fc7\u5bf9\u6297\u6027\u8bad\u7ec3\u751f\u6210\u903c\u771f\u7684\u6570\u636e\u3002<\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">\u9002\u7528\u573a\u666f\uff1a\u7528\u4e8e\u751f\u6210\u903c\u771f\u7684\u56fe\u50cf\uff08\u5982\u4eba\u8138\u5408\u6210\u3001\u98ce\u683c\u8f6c\u6362\uff09\u3001\u6570\u636e\u589e\u5f3a\u7b49\u3002<\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\"><br \/><\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">**\u57fa\u4e8e\u81ea\u6ce8\u610f\u529b\u673a\u5236\u7684\u795e\u7ecf\u7f51\u7edc\uff08\u5982Transformer\uff09**<\/span><\/p>\n<p><span style=\"text-wrap-mode: 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style=\"text-wrap-mode: nowrap;\"><br \/><\/span><\/p>\n<p><span style=\"text-wrap-mode: nowrap;\">**\u524d\u9988\u795e\u7ecf\u7f51\u7edc\uff08Feedforward Neural Network, FNN\uff09**<\/span><\/p>\n<p><!--autointro--><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-182","post","type-post","status-publish","format-standard","hentry","category-pythonbiji"],"_links":{"self":[{"href":"https:\/\/www.mianka.xyz\/index.php?rest_route=\/wp\/v2\/posts\/182","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mianka.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mianka.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mianka.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mianka.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=182"}],"version-history":[{"count":0,"href":"https:\/\/www.mianka.xyz\/index.php?rest_route=\/wp\/v2\/posts\/182\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.mianka.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=182"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mianka.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=182"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mianka.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=182"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}