{"id":58251,"date":"2023-10-23T23:10:17","date_gmt":"2023-10-23T15:10:17","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=58251"},"modified":"2023-10-23T23:10:19","modified_gmt":"2023-10-23T15:10:19","slug":"%e4%b8%ba%e4%bb%80%e4%b9%88tensorflow%e6%98%af%e9%80%82%e7%94%a8%e4%ba%8e%e9%83%a8%e7%bd%b2%e7%94%9f%e4%ba%a7%e7%9a%84%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e6%a1%86%e6%9e%b6","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/58251.html","title":{"rendered":"\u4e3a\u4ec0\u4e48TensorFlow\u662f\u9002\u7528\u4e8e\u90e8\u7f72\u751f\u4ea7\u7684\u673a\u5668\u5b66\u4e60\u6846\u67b6"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote\">\n<p>TensorFlow\u56e0\u591a\u79cd\u539f\u56e0\u6210\u4e3a\u9002\u7528\u4e8e\u751f\u4ea7\u90e8\u7f72\u7684\u9996\u9009\u673a\u5668\u5b66\u4e60\u6846\u67b6\uff1a1.\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027\uff1b2.\u96c6\u6210\u7684\u751f\u6001\u7cfb\u7edf\uff1b3.\u9ad8\u6548\u7684\u6027\u80fd\u4f18\u5316\uff1b4.\u5e7f\u6cdb\u7684\u793e\u533a\u652f\u6301\uff1b5.\u9488\u5bf9\u751f\u4ea7\u7684\u5de5\u5177\u548c\u670d\u52a1\u3002\u4f8b\u5982\uff0cTensorFlow\u63d0\u4f9b\u7684TensorBoard\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u4f7f\u5f00\u53d1\u8005\u80fd\u591f\u8f7b\u677e\u76d1\u63a7\u548c\u5206\u6790\u6a21\u578b\u8bad\u7ec3\u7684\u8fdb\u5ea6\u3002<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">1.\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027<\/h2>\n\n\n\n<p>TensorFlow\u5177\u6709\u51fa\u8272\u7684\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027\uff0c\u53ef\u4ee5\u8f7b\u677e\u9002\u5e94\u4ece\u5c0f\u578b\u5230\u5927\u578b\u7684\u5404\u79cd\u8ba1\u7b97\u4efb\u52a1\u3002\u5b83\u4e0d\u4ec5\u652f\u6301\u591a\u79cd\u786c\u4ef6\u5e73\u53f0\uff0c\u4ece\u79fb\u52a8\u8bbe\u5907\u5230\u96c6\u7fa4\uff0c\u8fd8\u63d0\u4f9b\u4e86\u591a\u79cdAPI\u9009\u9879\uff0c\u4ee5\u6ee1\u8db3\u4e0d\u540c\u5f00\u53d1\u8005\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2.\u96c6\u6210\u7684\u751f\u6001\u7cfb\u7edf<\/h2>\n\n\n\n<p>TensorFlow\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6846\u67b6\uff0c\u800c\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u751f\u6001\u7cfb\u7edf\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u4e0e\u4e4b\u96c6\u6210\u7684\u5de5\u5177\u548c\u5e93\uff0c\u5982TensorBoard\u3001TFX\u548cTensorFlowLite\uff0c\u8fd9\u4e9b\u5de5\u5177\u548c\u5e93\u4f7f\u5f97\u4ece\u6a21\u578b\u7684\u5f00\u53d1\u3001\u8bad\u7ec3\u5230\u90e8\u7f72\u90fd\u53d8\u5f97\u66f4\u52a0\u7b80\u4fbf\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3.\u9ad8\u6548\u7684\u6027\u80fd\u4f18\u5316<\/h2>\n\n\n\n<p>TensorFlow\u5728\u8bbe\u8ba1\u65f6\u5c31\u8003\u8651\u5230\u4e86\u6027\u80fd\u3002\u5176\u5185\u6838\u9ad8\u5ea6\u4f18\u5316\uff0c\u914d\u5408\u5404\u79cd\u52a0\u901f\u5668\u5982GPU\u548cTPU\uff0c\u53ef\u4ee5\u5b9e\u73b0\u51fa\u8272\u7684\u8ba1\u7b97\u6027\u80fd\u3002\u6b64\u5916\uff0cTensorFlow\u8fd8\u63d0\u4f9b\u4e86\u591a\u79cd\u6027\u80fd\u8c03\u4f18\u5de5\u5177\u548c\u6280\u5de7\uff0c\u4f7f\u5f00\u53d1\u8005\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u8fdb\u884c\u5b9a\u5236\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4.\u5e7f\u6cdb\u7684\u793e\u533a\u652f\u6301<\/h2>\n\n\n\n<p>TensorFlow\u5f97\u5230\u4e86\u5168\u7403\u8303\u56f4\u5185\u7684\u5e7f\u6cdb\u793e\u533a\u652f\u6301\u3002\u8fd9\u4e0d\u4ec5\u610f\u5473\u7740\u4e30\u5bcc\u7684\u5b66\u4e60\u8d44\u6e90\u548c\u6559\u7a0b\uff0c\u8fd8\u610f\u5473\u7740\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u9047\u5230\u95ee\u9898\u65f6\u5f97\u5230\u53ca\u65f6\u7684\u5e2e\u52a9\u3002\u6b64\u5916\uff0c\u793e\u533a\u4e0d\u65ad\u4e3aTensorFlow\u8d21\u732e\u65b0\u7684\u529f\u80fd\u548c\u6539\u8fdb\uff0c\u4f7f\u5176\u59cb\u7ec8\u4fdd\u6301\u9886\u5148\u5730\u4f4d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5.\u9488\u5bf9\u751f\u4ea7\u7684\u5de5\u5177\u548c\u670d\u52a1<\/h2>\n\n\n\n<p>TensorFlow\u8003\u8651\u5230\u4e86\u751f\u4ea7\u73af\u5883\u7684\u7279\u6b8a\u9700\u6c42\uff0c\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u9488\u5bf9\u751f\u4ea7\u7684\u5de5\u5177\u548c\u670d\u52a1\u3002\u4f8b\u5982\uff0cTensorFlowServing\u53ef\u4ee5\u8f7b\u677e\u5730\u4e3a\u6a21\u578b\u63d0\u4f9b\u670d\u52a1\uff0cTensorFlowLite\u5219\u53ef\u4ee5\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u79fb\u52a8\u548c\u5d4c\u5165\u5f0f\u8bbe\u5907\u4e0a\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"744\" height=\"496\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2023\/10\/1022-18-1.jpg?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\" class=\"wp-image-58252\" \/><\/figure><\/div>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" \/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5e38\u89c1\u95ee\u7b54\uff1a<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-layout-1 wp-block-group-is-layout-flex\">\n<ul>\n<li><strong>\u95ee\uff1aTensorFlow\u5728\u751f\u6001\u7cfb\u7edf\u65b9\u9762\u6709\u54ea\u4e9b\u7a81\u51fa\u7684\u4f18\u70b9\uff1f<\/strong><\/li>\n\n\n\n<li><strong>\u7b54\uff1a<\/strong>TensorFlow\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u673a\u5668\u5b66\u4e60\u6846\u67b6\uff0c\u800c\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u751f\u6001\u7cfb\u7edf\u3002\u5b83\u96c6\u6210\u4e86\u5982TensorBoard\u3001TFX\u548cTensorFlowLite\u7b49\u5de5\u5177\u548c\u5e93\uff0c\u4f7f\u5f97\u6a21\u578b\u7684\u5f00\u53d1\u3001\u8bad\u7ec3\u5230\u90e8\u7f72\u90fd\u66f4\u52a0\u4fbf\u6377\u3002<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-layout-2 wp-block-group-is-layout-flex\">\n<ul>\n<li><strong>\u95ee\uff1a\u4e3a\u4ec0\u4e48\u8bf4TensorFlow\u5177\u6709\u51fa\u8272\u7684\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027\uff1f<\/strong><\/li>\n\n\n\n<li><strong>\u7b54\uff1a<\/strong>TensorFlow\u652f\u6301\u591a\u79cd\u786c\u4ef6\u5e73\u53f0\uff0c\u4ece\u79fb\u52a8\u8bbe\u5907\u5230\u96c6\u7fa4\uff0c\u5e76\u63d0\u4f9b\u4e86\u591a\u79cdAPI\u9009\u9879\u4ee5\u6ee1\u8db3\u4e0d\u540c\u5f00\u53d1\u8005\u7684\u9700\u6c42\uff0c\u4f7f\u5176\u80fd\u591f\u9002\u5e94\u4ece\u5c0f\u578b\u5230\u5927\u578b\u7684\u5404\u79cd\u8ba1\u7b97\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-layout-3 wp-block-group-is-layout-flex\">\n<ul>\n<li><strong>\u95ee\uff1aTensorFlow\u6709\u54ea\u4e9b\u9488\u5bf9\u751f\u4ea7\u73af\u5883\u7684\u7279\u6b8a\u5de5\u5177\u6216\u670d\u52a1\uff1f<\/strong><\/li>\n\n\n\n<li><strong>\u7b54\uff1a<\/strong>TensorFlow\u4e3a\u751f\u4ea7\u73af\u5883\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u7279\u6b8a\u5de5\u5177\u548c\u670d\u52a1\u3002\u4f8b\u5982\uff0cTensorFlowServing\u53ef\u4ee5\u4e3a\u6a21\u578b\u63d0\u4f9b\u8f7b\u677e\u7684\u670d\u52a1\uff0c\u800cTensorFlowLite\u5219\u5141\u8bb8\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u79fb\u52a8\u548c\u5d4c\u5165\u5f0f\u8bbe\u5907\u4e0a\u3002<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-layout-4 wp-block-group-is-layout-flex\">\n<ul>\n<li><strong>\u95ee\uff1a\u5728\u6027\u80fd\u4f18\u5316\u65b9\u9762\uff0cTensorFlow\u6709\u54ea\u4e9b\u7279\u70b9\uff1f<\/strong><\/li>\n\n\n\n<li><strong>\u7b54\uff1a<\/strong>TensorFlow\u5728\u8bbe\u8ba1\u65f6\u5c31\u8003\u8651\u5230\u4e86\u6027\u80fd\uff0c\u5176\u5185\u6838\u9ad8\u5ea6\u4f18\u5316\uff0c\u5e76\u4e14\u652f\u6301\u5404\u79cd\u52a0\u901f\u5668\u5982GPU\u548cTPU\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u63d0\u4f9b\u4e86\u591a\u79cd\u6027\u80fd\u8c03\u4f18\u5de5\u5177\u548c\u6280\u5de7\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5b9e\u73b0\u66f4\u597d\u7684\u8ba1\u7b97\u6027\u80fd\u3002<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-layout-5 wp-block-group-is-layout-flex\">\n<ul>\n<li><strong>\u95ee\uff1a\u793e\u533a\u652f\u6301\u5bf9\u4e8eTensorFlow\u7684\u53d1\u5c55\u6709\u591a\u5927\u7684\u5f71\u54cd\uff1f<\/strong><\/li>\n\n\n\n<li><strong>\u7b54\uff1a<\/strong>TensorFlow\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u793e\u533a\u652f\u6301\uff0c\u8fd9\u4e3a\u5176\u5e26\u6765\u4e86\u4e30\u5bcc\u7684\u5b66\u4e60\u8d44\u6e90\u3001\u6559\u7a0b\u548c\u53ca\u65f6\u7684\u95ee\u9898\u89e3\u7b54\u3002\u793e\u533a\u8fd8\u4e0d\u65ad\u4e3aTensorFlow\u8d21\u732e\u65b0\u7684\u529f\u80fd\u548c\u6539\u8fdb\uff0c\u4f7f\u5176\u59cb\u7ec8\u4fdd\u6301\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u524d\u6cbf\u4f4d\u7f6e\u3002<\/li>\n<\/ul>\n<\/div>\n","protected":false},"excerpt":{"rendered":"TensorFlow\u56e0\u591a\u79cd\u539f\u56e0\u6210\u4e3a\u9002\u7528\u4e8e\u751f\u4ea7\u90e8\u7f72\u7684\u9996\u9009\u673a\u5668\u5b66\u4e60\u6846\u67b6\uff1a1.\u7075\u6d3b\u6027\u548c\u6269\u5c55\u6027\uff1b2.\u96c6\u6210\u7684\u751f\u6001\u7cfb\u7edf\uff1b3.\u9ad8\u6548\u7684\u6027\u80fd\u4f18\u5316\uff1b4.\u5e7f\u6cdb\u7684\u793e\u533a\u652f\u6301\uff1b5.\u9488\u5bf9\u751f\u4ea7\u7684\u5de5\u5177\u548c\u670d\u52a1\u3002\u4f8b\u5982\uff0cTensorFlow ...","protected":false},"author":8,"featured_media":58253,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/58251"}],"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\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=58251"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/58251\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/58253"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=58251"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=58251"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=58251"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}