{"id":1079,"date":"2024-11-11T17:33:45","date_gmt":"2024-11-11T09:33:45","guid":{"rendered":"http:\/\/192.168.1.20\/?p=1079"},"modified":"2024-11-12T00:36:26","modified_gmt":"2024-11-11T16:36:26","slug":"yolo%e9%83%a8%e7%bd%b2%e6%b5%81%e7%a8%8b","status":"publish","type":"post","link":"http:\/\/alextop.top\/?p=1079","title":{"rendered":"YOLO\u90e8\u7f72\u6d41\u7a0b\uff08DML\u5e93\/\u4f4e\u7248\u672cCUDA\uff0cDNF\u811a\u672c\u524d\u7f6e\uff09"},"content":{"rendered":"\n<p>\u4e00\u3001\u9996\u5148\u9700\u8981\u521b\u5efayolo\u7684conda\u73af\u5883<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>conda env list\nconda create --name y8 python=3.9 -y\nconda activate y8<\/code><\/pre>\n\n\n\n<p>\u4e8c\u3001\u5224\u65ad\u9700\u8981\u5b89\u88c5\u4ec0\u4e48\u6837\u7684torch<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DX12\u8bbe\u5907\uff0c\u5305\u62ec\uff0c\u4f4e\u7248\u672ccuda\u3001amd\u663e\u5361\uff0c\u6838\u663e\uff0c\u4ee5\u53ca\u4e0d\u80fd\u5b89\u88c5pytorch==1.8.1\u7684\u8bbe\u5907<\/li>\n\n\n\n<li>CPU\u786c\u6765\u3002\u3002<\/li>\n<\/ul>\n\n\n\n<p>1.dx12\u8bbe\u5907\uff1a\uff08\u6838\u663e\uff0c\u8001\u663e\u5361\uff0camd\u663e\u5361\uff09<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&nbsp;pip install torch-directml<\/code><\/pre>\n\n\n\n<p>2.\u7528cpu\u786c\u6765<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code> pip3 install torch torchvision torchaudio<\/code><\/pre>\n\n\n\n<p>3.cuda\u7248\u672c\u5927\u4e8e10.2\u5c0f\u4e8e11.3\uff0cpytorch\u5927\u4e8e1.8.1\uff0c\uff08730\u6d4b\u8bd5\u540e\u63a8\u6d4b\u51cf\u5c1150ms\u5ef6\u8fdf\uff0c\u4f46\u662fcpu\u5360\u7528\u4e0a\u534735%\uff09<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#cmd\u67e5\u770bcuda\u7248\u672c\nnvidia-smi\n#\u5982\u679cnumpy2.0.1\u7248\u672c\u62a5\u9519\u5219\u5b89\u88c51.x\u7248\u672c\uff0c1.26.4\u4e3a1.x\u6700\u540e\u4e00\u4e2a\u7248\u672c\npip install numpy==1.26.4<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code># CUDA 10.2\nconda install pytorch==1.12.1 torchvision==0.13.1 torchaudio==0.12.1 cudatoolkit=10.2 -c pytorch<\/code><\/pre>\n\n\n\n<p>\u4e09\u3001\u5176\u4ed6\u5e93<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install ultralytics\n\n#dnf\u90e8\u7f72\npip install pyserial\n#\u9700\u8981\u590d\u5236\u6587\u4ef6\u5230System32\uff0c\u6587\u4ef6\u6240\u5728\u8def\u5f84envs\\y8\\Lib\\site-packages\\pywin32_system32\\\npip install pywin32\npip install pygetwindow<\/code><\/pre>\n\n\n\n<p>\u56db\u3001conda\u5176\u4ed6\u64cd\u4f5c<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u9000\u51fa\u5f53\u524dconda\u73af\u5883\nconda deactivate \n#\u5220\u9664\u73af\u5883\nconda remove -n y8 --all -y<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u9996\u5148\u9700\u8981\u521b\u5efayolo\u7684co&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26,10],"tags":[],"class_list":["post-1079","post","type-post","status-publish","format-standard","hentry","category-yolo","category-jishu"],"_links":{"self":[{"href":"http:\/\/alextop.top\/index.php?rest_route=\/wp\/v2\/posts\/1079"}],"collection":[{"href":"http:\/\/alextop.top\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/alextop.top\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/alextop.top\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/alextop.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1079"}],"version-history":[{"count":25,"href":"http:\/\/alextop.top\/index.php?rest_route=\/wp\/v2\/posts\/1079\/revisions"}],"predecessor-version":[{"id":1124,"href":"http:\/\/alextop.top\/index.php?rest_route=\/wp\/v2\/posts\/1079\/revisions\/1124"}],"wp:attachment":[{"href":"http:\/\/alextop.top\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1079"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/alextop.top\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1079"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/alextop.top\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1079"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}