{"id":679,"date":"2024-03-15T00:27:55","date_gmt":"2024-03-14T16:27:55","guid":{"rendered":"http:\/\/www.ccwifi.cc\/blogs\/?p=679"},"modified":"2024-03-15T00:27:55","modified_gmt":"2024-03-14T16:27:55","slug":"win10%e4%b8%8apytorchgpu%e7%8e%af%e5%a2%83%e6%90%ad%e5%bb%bacudatorch%e7%89%88%e6%9c%ac%e5%8d%87%e7%ba%a7","status":"publish","type":"post","link":"https:\/\/www.ccwifi.cc\/blogs\/2024\/03\/15\/win10%e4%b8%8apytorchgpu%e7%8e%af%e5%a2%83%e6%90%ad%e5%bb%bacudatorch%e7%89%88%e6%9c%ac%e5%8d%87%e7%ba%a7\/","title":{"rendered":"win10\u4e0apytorch GPU\u73af\u5883\u642d\u5efa\uff08cuda\uff0ctorch\u7248\u672c\u5347\u7ea7\uff09"},"content":{"rendered":"<div>\n<p>\u5728\u7ebfwifi\u8dd1\u5305 \u91d1\u521a\u5305\u8dd1\u5305 cap\u8dd1\u5305 hccapx ewsa\u5728\u7ebf \u5c31\u6765 <strong><a href=\"https:\/\/ccwifi.cc\" target=\"_blank\" rel=\"noopener\">\u63e1\u624b\u5305\u8dd1\u5305<\/a><\/strong><\/p>\n<p>\u5404\u4f4d\u597d \u53c8\u89c1\u9762\u4e86 \u6211\u662f\u66f9\u64cd \u4eca\u5929\u7ed9\u5927\u5bb6\u5e26\u6765\u4e00\u7bc7\u65b0\u7684\u6559\u7a0b<\/p>\n<p>\u5e0c\u671b\u5404\u4f4d\u7ec6\u5fc3\u5b66\u4e60 \u4f4e\u8c03\u7528\u7f51<\/p>\n<\/div>\n<p><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_0.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><\/p>\n<p>\u9996\u5148\uff0c\u9898\u4e3b\u6709\u4e00\u5f20\u663e\u5361\uff0c\u5076\u5c14\u4f1a\u5728\u81ea\u5df1\u7684\u7535\u8111\u4e0a\u8dd1\u8dd1\u6570\u636e\uff0c\u7ec3\u7ec3\u4e39\u4ec0\u4e48\u7684\u3002\u51e0\u5e74\u524d\u642d\u5efa\u8fc7\u73af\u5883\uff0c\u6700\u8fd1\u60f3\u7528\u4e0bpytorch\u7684nn.TransformerEncoderLayer\u5e93\uff0c\u8dd1\u4e0bTransformer\u5728\u4e00\u4e9b\u4efb\u52a1\u4e0a\u7684\u6548\u679c\u3002\u4f46\u7531\u4e8e\u4e4b\u524d\u7684torch\u7248\u672c\u662f1.0\uff0ccuda\u662f9.0\uff0c\u6240\u4ee5\u8dd1\u4e0d\u4e86\u3002\u4e8e\u662f\u60f3\u5347\u7ea7\u4e00\u4e0b\uff0c\u7ed3\u679c\u5230\u5904\u90fd\u662f\u5751\uff0c\u82b1\u4e86\u6211\u5dee\u4e0d\u591a\u4e24\u5929\u65f6\u95f4\u624d\u7ec8\u4e8e\u641e\u5b9a\u3002\u73b0\u5728\u8bb0\u5f55\u4e00\u4e0b\uff0c\u5e0c\u671b\u770b\u5230\u7684\u5c0f\u4f19\u4f34\u5c11\u8e29\u4e00\u70b9\u5751\u3002<\/p>\n<p>\u6b65\u9aa41\uff0c\u5378\u8f7d\u65e7cuda\u3002\u9996\u5148\u8981\u5378\u8f7dcuda9.0\uff0c\u88c5\u4e0a\u65b0\u7684\u7248\u672c\u3002\u81f3\u4e8e\u8981\u88c5\u4ec0\u4e48\u7248\u672c\uff0c\u53ef\u4ee5\u81ea\u5df1\u9009\u62e9\u3002\u901a\u8fc7\u53f3\u952e-nvidia\u63a7\u5236\u9762\u677f-\u5e2e\u52a9-\u7cfb\u7edf\u4fe1\u606f\uff0c\u5c31\u53ef\u4ee5\u770b\u5230\u3002\u6bd4\u5982\u6211\u7684\u7535\u8111\u662fcuda11.1\uff0c\u5b89\u88c5\u4e4b\u4e0b\u7684\u5c31\u53ef\u4ee5\u4e86\u3002<\/p>\n<p>\u5982\u679c\u6709\u7684\u540c\u5b66\u4e0d\u77e5\u9053\u81ea\u5df1\u73b0\u5728\u7684cuda\u7248\u672c\uff0c\u5f88\u591a\u65b9\u6cd5\u90fd\u53ef\u4ee5\u770b\uff0c\u4f46\u662f\u767e\u5ea6\u51fa\u6765\u6709\u7684\u547d\u4ee4\u6709\u8bef\u3002\u6700\u4fdd\u9669\u7684\u65b9\u6cd5\u662f\u67e5\u770b\u63a7\u5236\u9762\u677f-\u5378\u8f7d\u3002\u6bd4\u5982\u6211\u73b0\u5728\u662f10.2\u4e86\uff0c\u66f4\u65b0\u4e4b\u524d\u662f9.0\u3002\u5378\u8f7d\u65f6\uff0c\u5378\u8f7d\u6389\u542b\u6709cuda\uff0c\u4e5f\u5c31\u662f\u7ea2\u6846\u91cc\u9762\u7684\u51e0\u4e2a\u5c31\u597d\uff0c\u522b\u7684\u53ef\u4ee5\u4e4b\u540e\u518d\u89e3\u51b3\u3002<\/p>\n<p>\u6b65\u9aa42\uff0c\u5b89\u88c5Visual Studio\u3002\u56e0\u4e3acuda\u4f9d\u8d56\u4e8eVisual Studio\uff0c\u6240\u4ee5\u5f97\u5b89\u88c5\u3002\u53bb\u5fae\u8f6fVisual Studio\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u4e00\u4e2a\u5c31\u597d\u3002\u5b89\u88c5\u7684\u65f6\u5019\u8bb0\u5f97\u70b9\u51fb\u76f8\u5e94\u9009\u9879\u3002<\/p>\n<p>\u6b65\u9aa43\uff0c\u5b89\u88c5\u65b0\u7684cuda\u3002\u65b0\u7684cuda\u4e0b\u8f7d\u5730\u5740\uff0c\u9009\u62e9\u5408\u9002\u7684\u7248\u672c\u3002\u81f3\u4e8e\u5b89\u88c5cuda\u7684\u8fc7\u7a0b\uff0c\u57fa\u672c\u5c31\u662f\u4e00\u8def\u70b9\uff0c\u4f46\u662f\u8981\u6ce8\u610f\u4e0d\u8981\u52fe\u9009visual studio\uff0c\u5426\u5219\u4f1a\u5b89\u88c5\u5931\u8d25\u3002<\/p>\n<p>cuda\u5b89\u88c5\u597d\u4e4b\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7nvcc -V\u9a8c\u8bc1\uff0c\u6216\u8005\u76f4\u63a5\u53bb\u63a7\u5236\u9762\u677f-\u5378\u8f7d\u53bb\u770b\u7248\u672c\u578b\u53f7\u3002\u4e0b\u8f7dcudnn\uff0c\u66ff\u6362\u6587\u4ef6\u3002\u4e0b\u8f7d\u5bf9\u5e94pytorch\u548ccuda\u7248\u672c\u7684cudnn\uff0c\u6216\u8005\u53bbnvidia\u5b98\u7f51\u4e0b\u8f7d\u3002\u5c06\u6587\u4ef6\u4e2d\u7684bin\uff0cinclude\uff0clib\u4e0b\u7684\u6587\u4ef6\u53bb\u9664\uff0c\u6253\u5f00C:Program FilesNVIDIA GPU Computing Toolkit\uff0c\u590d\u5236\u5230\u5bf9\u5e94\u76ee\u5f55\u4e0b\u3002<\/p>\n<p>\u6b65\u9aa44\uff0c\u521b\u5efa\u4e00\u4e2aconda\u865a\u62df\u73af\u5883\u3002\u4e3a\u4e86\u9632\u6b62\u5f04\u4e71\u7535\u8111\u4e0a\u7684\u73af\u5883\uff0c\u4fdd\u9669\u8d77\u89c1\uff0c\u521b\u5efa\u4e00\u4e2a\u865a\u62df\u73af\u5883\u3002\u547d\u4ee4\u5f88\u7b80\u5355\uff0cconda env list\u67e5\u770b\u5df2\u6709\u7684\u73af\u5883\uff0c\u5982\u679c\u6ca1\u6709\u5c31\u53ea\u6709\u4e00\u4e2abase\u3002\u521b\u5efa\u65b0\u7684\u865a\u62df\u73af\u5883\uff0c\u6fc0\u6d3b\u73af\u5883\uff0c\u5173\u95ed\u73af\u5883\u3002<\/p>\n<p>\u6b65\u9aa45\uff0c\u5b89\u88c5\u65b0\u7248\u672c\u7684pytorch\uff0c\u4ee5\u53cacudnn\u7b49\u5e93\u3002\u6211\u7528\u7684conda install pytorch==1.7.0 torchvision==0.8.0 torchaudio==0.7.0 cudatoolkit=10.2\u3002\u76f8\u5e94\u7684\u7248\u672c\u6839\u636e\u5b98\u7f51\u6307\u793a\u6700\u597d\u3002\u5728\u5b89\u88c5\u7684\u65f6\u5019\u53ef\u80fd\u4f1a\u5361\u4f4f\uff0c\u5efa\u8bae\u6362\u6210\u56fd\u5185\u7684\u6e05\u534e\u955c\u50cf\u3002<\/p>\n<p>\u4f46\u662f\u6211\u9047\u5230\u4e86\u65b0\u95ee\u9898\uff0c\u5728solving environment\u7684\u65f6\u5019\u4f9d\u65e7\u5361\u4f4f\uff0c\u53d1\u73b0\u865a\u62df\u73af\u5883\u5f88\u591a\u5305\u6ca1\u6709\u5b89\u88c5\uff0c\u53ea\u6709\u7a7a\u7684python\u3002\u6240\u4ee5\u53ef\u4ee5\u53bb\u514b\u9686\u4e00\u4e2abase\u73af\u5883\u8fc7\u6765\uff0c\u7136\u540e\u5b89\u88c5\u65b0\u7248\u672c\u7684torch\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u7cfb\u7edf\u603b\u662f\u7ed9\u6211\u88c5\u6210cpu\u7248\u672c\uff0c\u4e0d\u77e5\u9053\u4e3a\u4ec0\u4e48\uff0c\u65e0\u8bed\u3002\u91cd\u65b0\u5efa\u4e86\u4e00\u4e2a\u65b0\u865a\u62df\u73af\u5883\uff0c\u624b\u52a8\u5b89\u88c5\u4e86numpy\u548cpandas\uff0c\u7136\u540e\u7528pip\u5b89\u88c5\u3002<\/p>\n<p>\u89e3\u51b3\u65b0\u95ee\u9898\uff0c\u51fa\u73b0ImportError: cannot import name &#8216;NoReturn&#8217;\u3002\u67e5\u4e86\u4e0b\uff0c\u53d1\u73b0\u662fpython\u7248\u672c\u7684\u95ee\u9898\uff0c\u9700\u89813.6.2\u4ee5\u4e0a\u3002\u5347\u7ea7\u7248\u672c\u540e\uff0c\u8bb0\u5f97\u9000\u51fa\u865a\u62df\u73af\u5883\uff0c\u91cd\u65b0\u6fc0\u6d3b\u8fdb\u5165\uff0c\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e86\u3002<\/p>\n<p>\u5728pycharm\u91cc\u9762\u63a7\u5236\u865a\u62df\u73af\u5883\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_1.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_2.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_3.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_4.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_5.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_6.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_7.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_8.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><\/p>\n<pre><code class=\"language-python3\"><span class=\"n\">channels<\/span><span class=\"p\">:<\/span>\n  <span class=\"o\">-<\/span> <span class=\"n\">http<\/span><span class=\"p\">:<\/span><span class=\"o\">\/\/<\/span><span class=\"n\">mirrors<\/span><span class=\"o\">.<\/span><span class=\"n\">tuna<\/span><span class=\"o\">.<\/span><span class=\"n\">tsinghua<\/span><span class=\"o\">.<\/span><span class=\"n\">edu<\/span><span class=\"o\">.<\/span><span class=\"n\">cn<\/span><span class=\"o\">\/<\/span><span class=\"n\">anaconda<\/span><span class=\"o\">\/<\/span><span class=\"n\">cloud<\/span><span class=\"o\">\/<\/span><span class=\"n\">pytorch<\/span><span class=\"o\">\/<\/span>\n  <span class=\"o\">-<\/span> <span class=\"n\">http<\/span><span class=\"p\">:<\/span><span class=\"o\">\/\/<\/span><span class=\"n\">mirrors<\/span><span class=\"o\">.<\/span><span class=\"n\">tuna<\/span><span class=\"o\">.<\/span><span class=\"n\">tsinghua<\/span><span class=\"o\">.<\/span><span class=\"n\">edu<\/span><span class=\"o\">.<\/span><span class=\"n\">cn<\/span><span class=\"o\">\/<\/span><span class=\"n\">anaconda<\/span><span class=\"o\">\/<\/span><span class=\"n\">cloud<\/span><span class=\"o\">\/<\/span><span class=\"n\">msys2<\/span><span class=\"o\">\/<\/span>\n  <span class=\"o\">-<\/span> <span class=\"n\">http<\/span><span class=\"p\">:<\/span><span class=\"o\">\/\/<\/span><span class=\"n\">mirrors<\/span><span class=\"o\">.<\/span><span class=\"n\">tuna<\/span><span class=\"o\">.<\/span><span class=\"n\">tsinghua<\/span><span class=\"o\">.<\/span><span class=\"n\">edu<\/span><span class=\"o\">.<\/span><span class=\"n\">cn<\/span><span class=\"o\">\/<\/span><span class=\"n\">anaconda<\/span><span class=\"o\">\/<\/span><span class=\"n\">cloud<\/span><span class=\"o\">\/<\/span><span class=\"n\">conda<\/span><span class=\"o\">-<\/span><span class=\"n\">forge<\/span>\n  <span class=\"o\">-<\/span> <span class=\"n\">http<\/span><span class=\"p\">:<\/span><span class=\"o\">\/\/<\/span><span class=\"n\">mirrors<\/span><span class=\"o\">.<\/span><span class=\"n\">tuna<\/span><span class=\"o\">.<\/span><span class=\"n\">tsinghua<\/span><span class=\"o\">.<\/span><span class=\"n\">edu<\/span><span class=\"o\">.<\/span><span class=\"n\">cn<\/span><span class=\"o\">\/<\/span><span class=\"n\">anaconda<\/span><span class=\"o\">\/<\/span><span class=\"n\">pkgs<\/span><span class=\"o\">\/<\/span><span class=\"n\">free<\/span><span class=\"o\">\/<\/span><span class=\"n\">win<\/span><span class=\"o\">-<\/span><span class=\"mi\">64<\/span><span class=\"o\">\/<\/span>\n  <span class=\"o\">-<\/span> <span class=\"n\">http<\/span><span class=\"p\">:<\/span><span class=\"o\">\/\/<\/span><span class=\"n\">mirrors<\/span><span class=\"o\">.<\/span><span class=\"n\">tuna<\/span><span class=\"o\">.<\/span><span class=\"n\">tsinghua<\/span><span class=\"o\">.<\/span><span class=\"n\">edu<\/span><span class=\"o\">.<\/span><span class=\"n\">cn<\/span><span class=\"o\">\/<\/span><span class=\"n\">anaconda<\/span><span class=\"o\">\/<\/span><span class=\"n\">pkgs<\/span><span class=\"o\">\/<\/span><span class=\"n\">main<\/span><span class=\"o\">\/<\/span><span class=\"n\">win<\/span><span class=\"o\">-<\/span><span class=\"mi\">64<\/span><span class=\"o\">\/<\/span>\n<span class=\"n\">ssl_verify<\/span><span class=\"p\">:<\/span> <span class=\"n\">true<\/span>\n<span class=\"n\">show_channel_urls<\/span><span class=\"p\">:<\/span> <span class=\"n\">true<\/span><\/code><\/pre>\n<p><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_9.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><\/p>\n<pre><code class=\"language-console\">onda install pytorch==1.8.1 torchvision==0.9.1 torchaudio==0.8.1 cudatoolkit=10.2<\/code><\/pre>\n<pre><code class=\"language-text\">pip install torch==1.8.1+cu102 torchvision==0.9.1+cu102 torchaudio==0.8.1 -f https:\/\/download.pytorch.org\/whl\/torch_stable.html<\/code><\/pre>\n<p><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_10.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_11.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_12.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_13.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><img decoding=\"async\" src=\"http:\/\/www.ccwifi.cc\/blogs\/wp-content\/uploads\/2024\/03\/1710433667490_14.jpg\" alt=\"win10\u5b89\u88c5hashcat\u6700\u65b0\u7248\u672c\"><!-- \u6587\u7ae0\u6765\u6e90:https:\/\/zhuanlan.zhihu.com\/p\/487786398 --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>win10\u4e0apytorch GPU\u73af\u5883\u642d\u5efa\uff08cuda\uff0ctorch\u7248\u672c\u5347\u7ea7\uff09\u9700\u6c42\u9898\u4e3b\u6709\u4e00\u5f20\u663e\u5361\uff0c\u5076\u5c14\u4f1a\u5728\u81ea\u5df1\u7535\u8111\u4e0a\u8dd1\u8dd1\u6570\u636e\uff0c\u7ec3\u7ec3\u4e39\u4ec0\u4e48\u7684\uff0c\u51e0\u5e74\u524d\u6709\u642d\u5efa\u8fc7\u73af\u5883\uff0c\u6700\u8fd1\u56e0\u4e3a\u60f3\u7528\u4e0bpytorch\u7684nn.TransformerEncoderLayer\u8fd9\u4e2a\u5e93<\/p>\n","protected":false},"author":1,"featured_media":680,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"topic":[],"class_list":["post-679","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1"],"_links":{"self":[{"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/posts\/679","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/comments?post=679"}],"version-history":[{"count":0,"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/posts\/679\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/media\/680"}],"wp:attachment":[{"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/media?parent=679"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/categories?post=679"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/tags?post=679"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.ccwifi.cc\/blogs\/wp-json\/wp\/v2\/topic?post=679"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}