{"id":6162,"date":"2024-06-25T17:20:41","date_gmt":"2024-06-25T09:20:41","guid":{"rendered":"https:\/\/t.n-years.com\/?p=6162"},"modified":"2024-06-25T17:20:41","modified_gmt":"2024-06-25T09:20:41","slug":"%e6%a8%a1%e5%9e%8b%e8%ae%ad%e7%bb%83%e6%a1%86%e6%9e%b6%e9%80%89%e6%8b%a9%e5%8f%8a%e4%ba%92%e8%bd%ac","status":"publish","type":"post","link":"https:\/\/t.n-years.com\/?p=6162","title":{"rendered":"\u6a21\u578b\u8bad\u7ec3\u6846\u67b6\u9009\u62e9\u53ca\u4e92\u8f6c"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u975e\u539f\u521b\uff0cChatGPT \u95ee\u7b54\u751f\u6210<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95ee\uff1apytorch\u3001sk-learn\u3001tensorflow \u8fd9\u4e9b\u6846\u67b6\u90fd\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\uff0c\u90a3\u4e48\u6211\u8981\u8bad\u7ec3\u6a21\u578b\u65f6\u8be5\u7528\u54ea\u4e2a\u6846\u67b6\u4e86\uff1f\u4ed6\u4eec\u8bad\u7ec3\u51fa\u6765\u7684\u6a21\u578b\u53ef\u4ee5\u4e92\u8f6c\u5417\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b54\uff1a\u9009\u62e9\u54ea\u79cd\u6846\u67b6\u6765\u8bad\u7ec3\u6a21\u578b\u53d6\u51b3\u4e8e\u4f60\u7684\u5177\u4f53\u9700\u6c42\u3001\u9879\u76ee\u8981\u6c42\u3001\u4e2a\u4eba\u504f\u597d\u4ee5\u53ca\u56e2\u961f\u7684\u6280\u672f\u6808\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5173\u4e8e\u8fd9\u4e09\u79cd\u6846\u67b6\u7684\u7b80\u8981\u6bd4\u8f83\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">PyTorch<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f18\u70b9<\/strong>:<\/li>\n\n\n\n<li>\u52a8\u6001\u8ba1\u7b97\u56fe\uff0c\u8c03\u8bd5\u65b9\u4fbf\u3002<\/li>\n\n\n\n<li>\u7075\u6d3b\u6027\u9ad8\uff0c\u9002\u5408\u7814\u7a76\u548c\u5b9e\u9a8c\u3002<\/li>\n\n\n\n<li>\u5e7f\u6cdb\u7684\u793e\u533a\u652f\u6301\u548c\u4e30\u5bcc\u7684\u7b2c\u4e09\u65b9\u5e93\u3002<\/li>\n\n\n\n<li>\u9002\u5408\u9700\u8981\u9891\u7e41\u8c03\u6574\u6a21\u578b\u7ed3\u6784\u7684\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u7f3a\u70b9<\/strong>:<\/li>\n\n\n\n<li>\u76f8\u6bd4\u4e8eTensorFlow\uff0c\u751f\u4ea7\u73af\u5883\u90e8\u7f72\u53ef\u80fd\u7a0d\u663e\u590d\u6742\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">scikit-learn<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f18\u70b9<\/strong>:<\/li>\n\n\n\n<li>\u7b80\u5355\u6613\u7528\uff0cAPI\u8bbe\u8ba1\u76f4\u89c2\u3002<\/li>\n\n\n\n<li>\u9002\u5408\u4e2d\u5c0f\u578b\u6570\u636e\u96c6\u548c\u5e38\u89c4\u7684\u673a\u5668\u5b66\u4e60\u4efb\u52a1\uff08\u5982\u5206\u7c7b\u3001\u56de\u5f52\u3001\u805a\u7c7b\u7b49\uff09\u3002<\/li>\n\n\n\n<li>\u4e30\u5bcc\u7684\u9884\u5904\u7406\u548c\u7279\u5f81\u5de5\u7a0b\u5de5\u5177\u3002<\/li>\n\n\n\n<li><strong>\u7f3a\u70b9<\/strong>:<\/li>\n\n\n\n<li>\u4e0d\u9002\u5408\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\u3002<\/li>\n\n\n\n<li>\u4e0d\u652f\u6301GPU\u52a0\u901f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">TensorFlow<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f18\u70b9<\/strong>:<\/li>\n\n\n\n<li>\u9759\u6001\u8ba1\u7b97\u56fe\uff0c\u9002\u5408\u751f\u4ea7\u73af\u5883\u90e8\u7f72\u3002<\/li>\n\n\n\n<li>\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u6269\u5c55\u5e93\uff08\u5982TensorBoard\u3001TFX\uff09\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u8bad\u7ec3\u3002<\/li>\n\n\n\n<li>\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5de5\u4e1a\u754c\u3002<\/li>\n\n\n\n<li><strong>\u7f3a\u70b9<\/strong>:<\/li>\n\n\n\n<li>\u5b66\u4e60\u66f2\u7ebf\u8f83\u9661\uff0c\u8c03\u8bd5\u4e0d\u5982PyTorch\u65b9\u4fbf\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a21\u578b\u4e92\u8f6c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bad\u7ec3\u51fa\u6765\u7684\u6a21\u578b\u662f\u5426\u53ef\u4ee5\u4e92\u8f6c\u53d6\u51b3\u4e8e\u5177\u4f53\u60c5\u51b5\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>ONNX (Open Neural Network Exchange)<\/strong>:<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ONNX\u662f\u4e00\u79cd\u5f00\u653e\u683c\u5f0f\uff0c\u7528\u4e8e\u8868\u793a\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002PyTorch\u548cTensorFlow\u6a21\u578b\u53ef\u4ee5\u8f6c\u6362\u4e3aONNX\u683c\u5f0f\uff0c\u7136\u540e\u5728\u4e0d\u540c\u6846\u67b6\u4e4b\u95f4\u4e92\u8f6c\u3002<\/li>\n\n\n\n<li>scikit-learn\u7684\u6a21\u578b\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e9b\u5de5\u5177\uff08\u5982<code>sklearn-onnx<\/code>\uff09\u8f6c\u6362\u4e3aONNX\u683c\u5f0f\u3002<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6846\u67b6\u81ea\u5e26\u5de5\u5177<\/strong>:<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>PyTorch\u548cTensorFlow\u90fd\u6709\u5de5\u5177\u53ef\u4ee5\u76f8\u4e92\u8f6c\u6362\u6a21\u578b\u3002\u6bd4\u5982\uff0cPyTorch\u7684<code>torch.onnx.export<\/code>\u53ef\u4ee5\u5c06\u6a21\u578b\u5bfc\u51fa\u4e3aONNX\u683c\u5f0f\uff0c\u7136\u540e\u4f7f\u7528TensorFlow\u7684ONNX\u5bfc\u5165\u5de5\u5177\u5c06\u5176\u52a0\u8f7d\u3002<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u7b2c\u4e09\u65b9\u5de5\u5177<\/strong>:<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8fd8\u6709\u4e00\u4e9b\u7b2c\u4e09\u65b9\u5de5\u5177\u548c\u5e93\u652f\u6301\u6a21\u578b\u5728\u4e0d\u540c\u6846\u67b6\u4e4b\u95f4\u7684\u8f6c\u6362\uff0c\u4f46\u7a33\u5b9a\u6027\u548c\u517c\u5bb9\u6027\u53ef\u80fd\u9700\u8981\u5177\u4f53\u6d4b\u8bd5\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u603b\u7684\u6765\u8bf4\uff0c\u5982\u679c\u4f60\u7684\u9879\u76ee\u9700\u6c42\u6d89\u53ca\u6df1\u5ea6\u5b66\u4e60\uff0cPyTorch\u548cTensorFlow\u662f\u4e3b\u8981\u9009\u62e9\u3002\u5982\u679c\u662f\u4f20\u7edf\u7684\u673a\u5668\u5b66\u4e60\u4efb\u52a1\uff0cscikit-learn\u4f1a\u66f4\u65b9\u4fbf\u3002\u9009\u62e9\u6846\u67b6\u65f6\uff0c\u8fd8\u8981\u8003\u8651\u56e2\u961f\u7684\u6280\u672f\u6808\u548c\u5df2\u6709\u7684\u7ecf\u9a8c\u3002\u5bf9\u4e8e\u6a21\u578b\u4e92\u8f6c\uff0cONNX\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\uff0c\u80fd\u591f\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u89e3\u51b3\u8de8\u6846\u67b6\u7684\u95ee\u9898\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u975e\u539f\u521b\uff0cChatGPT \u95ee\u7b54\u751f\u6210 \u95ee\uff1apytorch\u3001sk-learn\u3001tensorflow \u8fd9\u4e9b\u6846\u67b6\u90fd\u53ef\u4ee5\u8bad&#8230; <\/p>\n<div class=\"read-more navbutton\"><a href=\"https:\/\/t.n-years.com\/?p=6162\">\u9605\u8bfb\u66f4\u591a<i class=\"fa fa-angle-double-right\"><\/i><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[56,51],"class_list":["post-6162","post","type-post","status-publish","format-standard","hentry","category-5","tag-56","tag-51"],"_links":{"self":[{"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/posts\/6162","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/t.n-years.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6162"}],"version-history":[{"count":1,"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/posts\/6162\/revisions"}],"predecessor-version":[{"id":6163,"href":"https:\/\/t.n-years.com\/index.php?rest_route=\/wp\/v2\/posts\/6162\/revisions\/6163"}],"wp:attachment":[{"href":"https:\/\/t.n-years.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6162"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/t.n-years.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6162"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/t.n-years.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6162"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}