{"id":29448,"date":"2025-04-20T09:11:01","date_gmt":"2025-04-20T01:11:01","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/29448.html"},"modified":"2025-04-20T09:11:01","modified_gmt":"2025-04-20T01:11:01","slug":"%e6%80%8e%e4%b9%88%e6%9f%a5%e7%9c%8b%e6%9c%8d%e5%8a%a1%e5%99%a8gpu%e6%98%be%e5%ad%98%ef%bc%9f%e4%b8%ba%e4%bb%80%e4%b9%88%e6%b2%a1%e6%9c%89%e8%bf%9b%e7%a8%8b%e5%8d%b4%e8%83%bd%e5%8d%a0%e6%bb%a1","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/29448.html","title":{"rendered":"\u600e\u4e48\u67e5\u770b\u670d\u52a1\u5668GPU\u663e\u5b58\uff1f\u4e3a\u4ec0\u4e48\u6ca1\u6709\u8fdb\u7a0b\u5374\u80fd\u5360\u6ee1\uff1f"},"content":{"rendered":"<\/p>\n<p id=\"ub5f08ab6\">\u670d\u52a1\u5668\u7684GPU\u600e\u4e48\u770b&#xff0c;\u4e3a\u4ec0\u4e48\u660e\u660e\u4e0b\u9762\u7684\u8fdb\u7a0b\u6ca1\u6709\u5360\u7528\u8fd9\u4e48\u591a&#xff0c;\u4f46\u662f\u4e0a\u9762\u5df2\u7ecf\u6ee1\u4e86&#xff0c;\u53ef\u7528\u7684\u663e\u5b58\u5f88\u5c11&#xff1f;<\/p>\n<h4 id=\"rMgVu\">\u95ee\u9898\u63cf\u8ff0<\/h4>\n<p id=\"uaf59d967\">\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528<span style=\"background-color:#cccccc\"> <\/span><span style=\"background-color:#cccccc\">nvidia-smi<\/span> \u67e5\u770b GPU \u663e\u5b58\u4f7f\u7528\u60c5\u51b5\u65f6&#xff0c;\u53d1\u73b0\u663e\u5b58\u51e0\u4e4e\u88ab\u5360\u6ee1&#xff0c;\u53ef\u7528\u663e\u5b58\u5f88\u5c11\u3002\u7136\u800c&#xff0c;\u901a\u8fc7 <span style=\"background-color:#cccccc\">nvidia-smi pmon<\/span><span style=\"background-color:#cccccc\"> <\/span>\u6216 <span style=\"background-color:#cccccc\">ps aux | grep python<\/span> \u7b49\u547d\u4ee4\u67e5\u770b\u5177\u4f53\u8fdb\u7a0b\u7684\u663e\u5b58\u5360\u7528\u65f6&#xff0c;\u5374\u53d1\u73b0\u8fd9\u4e9b\u8fdb\u7a0b\u7684\u663e\u5b58\u4f7f\u7528\u603b\u91cf\u8fdc\u4f4e\u4e8e\u5b9e\u9645\u5df2\u4f7f\u7528\u7684\u663e\u5b58\u3002\u8fd9\u79cd\u73b0\u8c61\u53ef\u80fd\u7531\u54ea\u4e9b\u539f\u56e0\u5bfc\u81f4&#xff1f;\u5982\u4f55\u8fdb\u4e00\u6b65\u6392\u67e5\u5e76\u89e3\u51b3\u663e\u5b58\u5360\u7528\u4e0d\u5339\u914d\u7684\u95ee\u9898&#xff1f;<\/p>\n<h4 id=\"094c47ac\">\u95ee\u9898\u5206\u6790<\/h4>\n<h5 id=\"ba9f9c54\">1. \u6846\u67b6\u7f13\u5b58\u672a\u91ca\u653e<\/h5>\n<ul>\n<li id=\"udff5e986\">\u4ece\u8f93\u51fa\u4e2d\u53ef\u4ee5\u770b\u5230\u00a0python \u8fdb\u7a0b&#xff08;\u5982PID: 2188 \u548c 9374&#xff09;\u6b63\u5728\u4ee5\u8ba1\u7b97\u6a21\u5f0f&#xff08;C \u7c7b\u578b&#xff09;\u8fd0\u884c\u3002<\/li>\n<li id=\"ud6f31c4e\">\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6&#xff08;\u5982 PyTorch \u6216 TensorFlow&#xff09;\u53ef\u80fd\u4f1a\u4fdd\u7559\u663e\u5b58\u4f5c\u4e3a\u7f13\u5b58&#xff0c;\u5373\u4f7f\u5f53\u524d\u6ca1\u6709\u6d3b\u8dc3\u7684\u4efb\u52a1\u5728\u8fd0\u884c\u3002<\/li>\n<li id=\"uee6fe657\">\u7f13\u5b58\u4e0d\u4f1a\u7acb\u5373\u91ca\u653e&#xff0c;\u56e0\u6b64\u53ef\u80fd\u5bfc\u81f4\u663e\u5b58\u5360\u7528\u770b\u8d77\u6765\u6bd4\u5b9e\u9645\u4f7f\u7528\u7684\u66f4\u591a\u3002<\/li>\n<\/ul>\n<h5 id=\"d5092365\">2. \u9690\u85cf\u6216\u672a\u663e\u793a\u7684\u663e\u5b58\u5206\u914d<\/h5>\n<ul>\n<li id=\"u00aeb98f\"><span style=\"background-color:#cccccc\">nvidia-smi<\/span><span style=\"background-color:#cccccc\"> <\/span>\u7684\u9ed8\u8ba4\u89c6\u56fe\u53ef\u80fd\u65e0\u6cd5\u663e\u793a\u6240\u6709\u663e\u5b58\u5206\u914d\u7ec6\u8282\u3002<\/li>\n<li id=\"ub7c7d877\">\u67d0\u4e9b\u8fdb\u7a0b\u53ef\u80fd\u5df2\u7ecf\u9000\u51fa&#xff0c;\u4f46\u5b83\u4eec\u5206\u914d\u7684\u663e\u5b58\u5c1a\u672a\u88ab\u91ca\u653e\u3002<\/li>\n<\/ul>\n<h5 id=\"58236fd2\">3. \u7cfb\u7edf\u6216\u9a71\u52a8\u7a0b\u5e8f\u5360\u7528<\/h5>\n<ul>\n<li id=\"ubb135aa5\">\u663e\u5361\u9a71\u52a8\u7a0b\u5e8f\u672c\u8eab\u4f1a\u5360\u7528\u4e00\u90e8\u5206\u663e\u5b58&#xff0c;\u5c24\u5176\u662f\u5728\u542f\u7528\u4e86\u6301\u4e45\u6a21\u5f0f&#xff08;Persistence Mode&#xff09;\u7684\u60c5\u51b5\u4e0b\u3002<\/li>\n<li id=\"u1609886d\">\u7cfb\u7edf\u670d\u52a1&#xff08;\u5982 Xorg \u548c gnome-shell&#xff09;\u4e5f\u53ef\u80fd\u5360\u7528\u663e\u5b58\u3002<\/li>\n<\/ul>\n<h5 id=\"e9b8832a\">4. \u786c\u4ef6\u6216\u9a71\u52a8\u95ee\u9898<\/h5>\n<ul>\n<li id=\"u8702dfb8\">\u5982\u679c\u4e0a\u8ff0\u539f\u56e0\u90fd\u65e0\u6cd5\u89e3\u91ca\u663e\u5b58\u5360\u7528&#xff0c;\u53ef\u80fd\u662f\u786c\u4ef6\u5c42\u9762\u7684\u95ee\u9898&#xff0c;\u6216\u8005 NVIDIA \u9a71\u52a8\u62a5\u544a\u7684\u663e\u5b58\u4f7f\u7528\u60c5\u51b5\u4e0d\u51c6\u786e\u3002<\/li>\n<\/ul>\n<h4 id=\"c0uWM\">\u5b9e\u4f8b<\/h4>\n<p id=\"u0829aa9f\">\u4ee5\u6211\u81ea\u5df1\u7684\u60c5\u51b5\u4e3e\u4f8b&#xff0c;\u4e0b\u9762\u662f\u73b0\u5728\u663e\u793a\u7684\u60c5\u51b5<\/p>\n<p id=\"ub4728f3c\">\u9996\u5148\u68c0\u67e5\u663e\u5b58\u4f7f\u7528\u60c5\u51b5&#xff1a;<\/p>\n<p>nvidia-smi <\/p>\n<p id=\"u960832fb\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"615\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250420011058-680449a2c7875.png\" width=\"874\" \/><\/p>\n<p id=\"u29d82e0f\">\u5982\u679c\u60f3\u770b\u5176\u4e2d\u4e00\u4e2aPID\u7684\u8be6\u7ec6\u60c5\u51b5\u53ef\u4ee5\u7528\u4ee5\u4e0b\u8bed\u53e5<\/p>\n<p>ps aux | grep PID<br \/>\n# \u6bd4\u5982<br \/>\n# ps aux | grep 1925 <\/p>\n<p id=\"u61059d64\">\u7ed3\u679c\u5982\u4e0b&#xff1a;\u53ef\u4ee5\u770b\u5230\u8be6\u7ec6\u7684\u7528\u6237\u4fe1\u606f&#xff0c;\u8fdb\u7a0b\u540d\u5b57\u7b49\u7b49<\/p>\n<p id=\"u47ddc7ce\">\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"32\" id=\"uacd74e73\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250420011059-680449a325a1e.png\" width=\"1280\" \/><\/p>\n<h5 id=\"e9df46a2\">\u65b9\u6cd5 1&#xff1a;\u6e05\u7a7a\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u7f13\u5b58<\/h5>\n<p id=\"u707deb51\">\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662f PyTorch \u6216 TensorFlow&#xff0c;\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u64cd\u4f5c\u6765\u6e05\u7a7a\u7f13\u5b58&#xff1a;<\/p>\n<ul>\n<li id=\"ua0057ecc\">PyTorch&#xff1a;<\/li>\n<\/ul>\n<p>import torch<br \/>\ntorch.cuda.empty_cache() <\/p>\n<ul>\n<li id=\"ud9c0ec60\">TensorFlow&#xff1a;<\/li>\n<\/ul>\n<p>import tensorflow as tf<br \/>\ntf.keras.backend.clear_session() <\/p>\n<p id=\"u5346f2c5\">\n<h5 id=\"6643d125\">\u65b9\u6cd5 2&#xff1a;\u7ec8\u6b62\u4e0d\u5fc5\u8981\u7684 GPU \u8fdb\u7a0b<\/h5>\n<p id=\"u69844de0\">\u4ece nvidia-smi pmon \u8f93\u51fa\u4e2d\u53ef\u4ee5\u770b\u5230\u6709\u4e24\u4e2a python \u8fdb\u7a0b&#xff08;PID: 2188 \u548c 9374&#xff09;\u3002\u5982\u679c\u8fd9\u4e9b\u8fdb\u7a0b\u4e0d\u518d\u9700\u8981&#xff0c;\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62\u5b83\u4eec&#xff1a;<\/p>\n<p>kill -9 2188<br \/>\nkill -9 9374 <\/p>\n<p id=\"u169c493d\">\u4f46\u662f\u6211\u6e05\u7406\u5b8c\u4e86\u4e4b\u540e\u4ecd\u7136\u662f\u6ca1\u6709\u7528&#xff0c;\u540e\u6765\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u68c0\u67e5\u662f\u5426\u6709 Python \u811a\u672c\u4ecd\u5728\u8fd0\u884c&#xff0c;\u5e76\u624b\u52a8\u6e05\u7406\u7f13\u5b58&#xff1a;<\/p>\n<p>ps aux | grep python <\/p>\n<p id=\"ubb02acd2\">\u663e\u793a\u7684\u7ed3\u679c\u5982\u4e0b&#xff1a;<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"726\" id=\"u279febd1\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250420011059-680449a34a3e7.png\" width=\"1006\" \/><\/p>\n<p id=\"u8b435a71\">\u7136\u540e\u4e0b\u9762\u8fd8\u6709\u5f88\u591a-009\u8fd9\u4e2a\u7528\u6237\u7684\u7a0b\u5e8f&#xff0c;\u4f46\u662f\u660e\u660e\u6211\u8fd9\u4e2a\u7528\u6237\u7684\u7a0b\u5e8f\u90fd\u505c\u4e86&#xff0c;\u6240\u4ee5\u6000\u7591\u662f\u6ca1\u6709\u91ca\u653e\u663e\u5b58<\/p>\n<h4 id=\"92e6514a\">\u901a\u8fc7<span style=\"background-color:#cccccc\"> <\/span><span style=\"background-color:#cccccc\">pkill<\/span> \u5feb\u901f\u7ec8\u6b62<\/h4>\n<p id=\"u0c332ecf\"><span style=\"background-color:#cccccc\">pkill<\/span><span style=\"background-color:#cccccc\"> <\/span>\u662f\u4e00\u4e2a\u975e\u5e38\u65b9\u4fbf\u7684\u5de5\u5177&#xff0c;\u53ef\u4ee5\u6839\u636e\u7528\u6237\u540d\u6216\u5176\u4ed6\u6761\u4ef6\u5feb\u901f\u7ec8\u6b62\u8fdb\u7a0b\u3002<\/p>\n<h5 id=\"8c4aa69c\">\u7ec8\u6b62\u6240\u6709 -009 \u7528\u6237\u7684\u8fdb\u7a0b&#xff1a;<\/h5>\n<p>pkill -u -009 <\/p>\n<p id=\"uba8842ec\">\u8fd9\u6761\u547d\u4ee4\u4f1a\u7ec8\u6b62\u5f53\u524d\u7cfb\u7edf\u4e2d\u6240\u6709\u5c5e\u4e8e -009 \u7528\u6237\u7684\u8fdb\u7a0b\u3002<\/p>\n<p id=\"u5a446178\">\u7136\u540e\u518d\u4f7f\u7528nvidia -smi \u8fdb\u884c\u67e5\u770b&#xff0c;\u53d1\u73b0\u73b0\u5728\u5c31\u6b63\u5e38\u4e86<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"597\" id=\"Ubdz2\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250420011059-680449a3b09d9.png\" width=\"883\" \/><\/p>\n<p>\u5b8c\u7ed3\u6492\u82b1&#xff01;&#xff01;&#xff01;\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb702\u6b21\uff0c\u70b9\u8d5e7\u6b21\uff0c\u6536\u85cf6\u6b21\u3002\u670d\u52a1\u5668\u7684GPU\u600e\u4e48\u770b\uff0c\u4e3a\u4ec0\u4e48\u660e\u660e\u4e0b\u9762\u7684\u8fdb\u7a0b\u6ca1\u6709\u5360\u7528\u8fd9\u4e48\u591a\uff0c\u4f46\u662f\u4e0a\u9762\u5df2\u7ecf\u6ee1\u4e86\uff0c\u53ef\u7528\u7684\u663e\u5b58\u5f88\u5c11\uff1f_\u5982\u4f55\u67e5\u770b\u663e\u5b58\u88ab\u4ec0\u4e48\u8fdb\u7a0b\u5360\u7528<\/p>\n","protected":false},"author":2,"featured_media":29444,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[88,1845,2002,81,43,44],"topic":[],"class_list":["post-29448","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-conda","tag-ipython","tag-linuxvscode","tag-python","tag-43","tag-44"],"yoast_head":"<!-- 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content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb702\u6b21\uff0c\u70b9\u8d5e7\u6b21\uff0c\u6536\u85cf6\u6b21\u3002\u670d\u52a1\u5668\u7684GPU\u600e\u4e48\u770b\uff0c\u4e3a\u4ec0\u4e48\u660e\u660e\u4e0b\u9762\u7684\u8fdb\u7a0b\u6ca1\u6709\u5360\u7528\u8fd9\u4e48\u591a\uff0c\u4f46\u662f\u4e0a\u9762\u5df2\u7ecf\u6ee1\u4e86\uff0c\u53ef\u7528\u7684\u663e\u5b58\u5f88\u5c11\uff1f_\u5982\u4f55\u67e5\u770b\u663e\u5b58\u88ab\u4ec0\u4e48\u8fdb\u7a0b\u5360\u7528\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/29448.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-20T01:11:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/04\/20250420011058-680449a2c7875.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta 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