{"id":442,"date":"2023-11-01T23:39:18","date_gmt":"2023-11-01T15:39:18","guid":{"rendered":"http:\/\/ai.gitpp.com\/?p=442"},"modified":"2023-11-01T23:53:20","modified_gmt":"2023-11-01T15:53:20","slug":"tensorflow-%e4%bb%8b%e7%bb%8d%e5%92%8c%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"http:\/\/ai.gitpp.com\/index.php\/2023\/11\/01\/tensorflow-%e4%bb%8b%e7%bb%8d%e5%92%8c%e5%ae%9e%e8%b7%b5\/","title":{"rendered":"TensorFlow \u4ecb\u7ecd\u548c\u5b9e\u8df5"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p>1\u3001\u5927\u540d\u9f0e\u9f0e  TensorFlow<\/p>\n\n\n\n<p>      <\/p>\n\n\n\n<p>TensorFlow \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u7531 Google Brain \u56e2\u961f\u5f00\u53d1\u548c\u7ef4\u62a4\u3002\u5b83\u4e3b\u8981\u7528\u4e8e\u6784\u5efa\u548c\u8bad\u7ec3\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff0c\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff08\u5982 Python\u3001C++ \u548c Java\uff09\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u8bed\u97f3\u8bc6\u522b\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u56fe\u50cf\u8bc6\u522b\u3001\u673a\u5668\u7ffb\u8bd1\u7b49\u591a\u4e2a\u9886\u57df\u3002TensorFlow \u662f\u4e00\u4e2a\u91cd\u8981\u7684\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0\uff0c\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u7814\u7a76\u548c\u5e94\u7528\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u3002<br>TensorFlow \u7684\u4e3b\u8981\u7279\u70b9\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7075\u6d3b\u7684\u8ba1\u7b97\u56fe\uff1aTensorFlow \u652f\u6301\u52a8\u6001\u8ba1\u7b97\u56fe\uff0c\u5141\u8bb8\u5728\u8fd0\u884c\u65f6\u8c03\u6574\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\uff0c\u65b9\u4fbf\u8fdb\u884c\u8c03\u8bd5\u548c\u4f18\u5316\u3002<\/li>\n\n\n\n<li>\u9ad8\u6548\u7684 GPU \u52a0\u901f\uff1aTensorFlow \u80fd\u591f\u5145\u5206\u5229\u7528 GPU \u8fdb\u884c\u8ba1\u7b97\uff0c\u52a0\u5feb\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\u5728\u5927\u89c4\u6a21\u6570\u636e\u96c6\u4e0a\u7684\u8bad\u7ec3\u548c\u63a8\u7406\u901f\u5ea6\u3002<\/li>\n\n\n\n<li>\u4e30\u5bcc\u7684 API \u548c\u5e93\uff1aTensorFlow \u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684 API \u548c\u5e93\uff0c\u652f\u6301\u591a\u79cd\u6df1\u5ea6\u5b66\u4e60\u4efb\u52a1\uff0c\u5982\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u3001\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7b49\u3002<\/li>\n\n\n\n<li>\u8de8\u5e73\u53f0\uff1aTensorFlow \u652f\u6301\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5982 Linux\u3001macOS \u548c Windows\uff0c\u5e76\u63d0\u4f9b\u4e86\u8de8\u5e73\u53f0\u7684\u79fb\u52a8\u7aef\u652f\u6301\u3002<\/li>\n\n\n\n<li>\u793e\u533a\u652f\u6301\uff1aTensorFlow \u62e5\u6709\u5e9e\u5927\u7684\u793e\u533a\uff0c\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u6559\u7a0b\u3001\u793a\u4f8b\u548c\u8d44\u6e90\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5165\u95e8\u548c\u8fdb\u9636\u3002<\/li>\n\n\n\n<li>\u751f\u4ea7\u73af\u5883\u7a33\u5b9a\u6027\uff1aTensorFlow \u7ecf\u8fc7\u4e0d\u65ad\u4f18\u5316\u548c\u8fed\u4ee3\uff0c\u5df2\u7ecf\u5177\u5907\u4e86\u751f\u4ea7\u73af\u5883\u7684\u7a33\u5b9a\u6027\uff0c\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5b9e\u9645\u9879\u76ee\u4e2d\u3002<br>\u5728\u6211\u56fd\uff0cTensorFlow \u53d7\u5230\u4e86\u5e7f\u6cdb\u5173\u6ce8\u548c\u5e94\u7528\uff0c\u4f46\u4ecd\u6709\u4e00\u4e9b\u4eba\u5bf9\u5176\u4e86\u89e3\u4e0d\u8db3\u3002\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cTensorFlow \u5c06\u7ee7\u7eed\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u91cd\u8981\u63a8\u52a8\u529b\u3002<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u5b89\u88c5<\/strong><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>TensorFlow \u662f\u4e00\u4e2a\u7531\u8c37\u6b4c\u5f00\u6e90\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u9002\u7528\u4e8e\u5404\u79cd\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u3002\u8981\u5728\u4f60\u7684\u8ba1\u7b97\u673a\u4e0a\u5b89\u88c5 TensorFlow\uff0c\u4f60\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u786e\u8ba4\u7cfb\u7edf\u9700\u6c42\uff1a<br>TensorFlow \u652f\u6301 Python 3.5-3.7 \u7248\u672c\uff0c\u5efa\u8bae\u4f7f\u7528\u8f83\u65b0\u7684 Python \u7248\u672c\u3002\u6b64\u5916\uff0c\u4f60\u9700\u8981\u5b89\u88c5 pip\uff08Python \u5305\u7ba1\u7406\u5668\uff09\u7248\u672c 19.0 \u6216\u66f4\u9ad8\u3002\u5bf9\u4e8e\u64cd\u4f5c\u7cfb\u7edf\uff0cTensorFlow \u652f\u6301 Windows 7 \u53ca\u66f4\u9ad8\u7248\u672c\u3001macOS 10.13 \u53ca\u66f4\u9ad8\u7248\u672c\uff0c\u4ee5\u53ca Linux \u53d1\u884c\u7248\uff08\u5982 Ubuntu\u3001CentOS \u7b49\uff09\u3002<\/li>\n\n\n\n<li>\u4e0b\u8f7d TensorFlow \u7248\u672c\uff1a<br>\u8bbf\u95ee TensorFlow \u5b98\u7f51\uff08https:\/\/www.tensorflow.org\/\uff09\u9009\u62e9\u5408\u9002\u7684\u7248\u672c\u4e0b\u8f7d\u3002\u6839\u636e\u4f60\u7684\u9700\u6c42\u548c\u64cd\u4f5c\u7cfb\u7edf\uff0c\u9009\u62e9 CPU \u7248\u672c\u6216 GPU \u7248\u672c\u3002\u5bf9\u4e8e CPU \u7248\u672c\uff0c\u65e0\u9700\u989d\u5916\u51c6\u5907\uff1b\u5bf9\u4e8e GPU \u7248\u672c\uff0c\u786e\u4fdd\u4f60\u5df2\u7ecf\u5b89\u88c5\u4e86 NVIDIA \u7684 CUDA Toolkit \u548c cuDNN \u5e93\u3002<\/li>\n\n\n\n<li>\u5b89\u88c5 Anaconda\uff08\u53ef\u9009\uff09\uff1a<br>Anaconda \u662f\u4e00\u4e2a\u6d41\u884c\u7684 Python \u53d1\u884c\u7248\uff0c\u5305\u542b\u4e86\u8bb8\u591a\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u7684\u5e93\u3002\u5982\u679c\u4f60\u6253\u7b97\u4f7f\u7528 TensorFlow \u8fdb\u884c\u6df1\u5ea6\u5b66\u4e60\u9879\u76ee\uff0c\u5efa\u8bae\u5b89\u88c5 Anaconda\u3002\u5b83\u53ef\u4ee5\u521b\u5efa\u81ea\u5b9a\u4e49\u8ba1\u7b97\u73af\u5883\uff0c\u65b9\u4fbf\u7ba1\u7406 TensorFlow \u53ca\u5176\u4ed6\u4f9d\u8d56\u5e93\u3002<br>\u6839\u636e\u4f60\u7684\u64cd\u4f5c\u7cfb\u7edf\uff0c\u4e0b\u8f7d\u5e76\u5b89\u88c5 Anaconda\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u6253\u5f00 Anaconda Prompt\uff08Windows\uff09\u6216\u7ec8\u7aef\uff08macOS\u3001Linux\uff09\u3002<\/li>\n\n\n\n<li>\u521b\u5efa TensorFlow \u73af\u5883\uff1a<br>\uff081\uff09\u6253\u5f00 Anaconda Prompt \u6216\u7ec8\u7aef\u3002<br>\uff082\uff09\u5207\u6362\u5230\u65b0\u521b\u5efa\u7684\u73af\u5883\uff0c\u4f8b\u5982\uff1a<\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-code\"><code>   conda activate tensorflow  <\/code><\/pre>\n\n\n\n<p><br>\uff083\uff09\u5b89\u88c5 TensorFlow\u3002\u5728\u547d\u4ee4\u884c\u4e2d\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>   pip install tensorflow  <\/code><\/pre>\n\n\n\n<p><br>\u5982\u679c\u4e00\u5207\u987a\u5229\uff0cTensorFlow \u5c06\u88ab\u6210\u529f\u5b89\u88c5\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u4e2d\u8fd0\u884c <code>pip show tensorflow<\/code> \u6765\u68c0\u67e5 TensorFlow \u662f\u5426\u5b89\u88c5\u6b63\u786e\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"5\">\n<li>\u9a8c\u8bc1\u5b89\u88c5\uff1a<br>\u6253\u5f00 Python \u89e3\u91ca\u5668\uff0c\u8fd0\u884c\u4ee5\u4e0b\u4ee3\u7801\u4ee5\u68c0\u67e5 TensorFlow \u662f\u5426\u6b63\u786e\u5bfc\u5165\uff1a<br><code>python import tensorflow as tf<\/code><br>\u5982\u679c\u6ca1\u6709\u62a5\u9519\uff0c\u8bf4\u660e TensorFlow \u5df2\u6210\u529f\u5b89\u88c5\u3002<br>\u6ce8\u610f\uff1a\u5728\u5b89\u88c5\u8fc7\u7a0b\u4e2d\uff0c\u6839\u636e\u4f60\u7684\u7cfb\u7edf\u548c\u9700\u6c42\u53ef\u80fd\u9700\u8981\u8c03\u6574\u67d0\u4e9b\u53c2\u6570\u3002\u5982\u9047\u5230\u95ee\u9898\uff0c\u8bf7\u53c2\u8003 TensorFlow \u5b98\u65b9\u6587\u6863\uff08https:\/\/www.tensorflow.org\/install\/\uff09\u6216\u76f8\u5173\u6559\u7a0b\u5bfb\u6c42\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>1\u3001\u5927\u540d\u9f0e\u9f0e TensorFlow TensorFlow \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u7531 Google Brai [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[25],"tags":[],"class_list":["post-442","post","type-post","status-publish","format-standard","hentry","category-tensorflow"],"blocksy_meta":"","_links":{"self":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts\/442","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/comments?post=442"}],"version-history":[{"count":2,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts\/442\/revisions"}],"predecessor-version":[{"id":450,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/posts\/442\/revisions\/450"}],"wp:attachment":[{"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/media?parent=442"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/categories?post=442"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/ai.gitpp.com\/index.php\/wp-json\/wp\/v2\/tags?post=442"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}