{"id":10321,"date":"2022-07-13T17:39:29","date_gmt":"2022-07-13T08:39:29","guid":{"rendered":"https:\/\/tetsumag.com\/?p=10321"},"modified":"2026-08-01T13:49:44","modified_gmt":"2026-08-01T04:49:44","slug":"283","status":"publish","type":"post","link":"https:\/\/tetsumag.com\/blog\/2022\/07\/13\/283\/","title":{"rendered":"\u3010PyTorch\u3011GPU\u306e\u30e1\u30e2\u30ea\u4e0d\u8db3\u30a8\u30e9\u30fc\u306e\u5bfe\u51e6\u65b9\u6cd5"},"content":{"rendered":"\n<p>\u753b\u50cf\u5206\u985e\u306eAI\u3092\u4f5c\u6210\u3057\u3066\u3044\u308b\u3068\u3001\u5927\u91cf\u306e\u753b\u50cf\u3092\u51e6\u7406\u3057\u3066\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>GPU\u3092\u7528\u3044\u3066\u5927\u91cf\u306e\u753b\u50cf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u3068\u3001GPU\u306e\u30e1\u30e2\u30ea\u4e0d\u8db3\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001GPU\u306e\u30e1\u30e2\u30ea\u4e0d\u8db3\u30a8\u30e9\u30fc\u306e\u5bfe\u51e6\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_38 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" style=\"display: none;\"><label for=\"item\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;\"><svg style=\"fill: #444444;color:#444444\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #444444;color:#444444\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input type=\"checkbox\" id=\"item\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/tetsumag.com\/blog\/2022\/07\/13\/283\/#GPU%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\" title=\"GPU\u306b\u3064\u3044\u3066\">GPU\u306b\u3064\u3044\u3066<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/tetsumag.com\/blog\/2022\/07\/13\/283\/#GPU%E3%81%A8%E3%81%AF%E7%94%BB%E5%83%8F%E5%87%A6%E7%90%86%E8%A3%85%E7%BD%AE%E3%81%AE%E3%81%93%E3%81%A8\" title=\"GPU\u3068\u306f\u753b\u50cf\u51e6\u7406\u88c5\u7f6e\u306e\u3053\u3068\">GPU\u3068\u306f\u753b\u50cf\u51e6\u7406\u88c5\u7f6e\u306e\u3053\u3068<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/tetsumag.com\/blog\/2022\/07\/13\/283\/#%E5%BB%BA%E8%A8%AD%E6%A5%AD%E7%95%8C%E3%81%AB%E3%81%8A%E3%81%84%E3%81%A6%E3%80%81%E7%94%BB%E5%83%8F%E8%AA%8D%E8%AD%98%E3%82%BD%E3%83%AA%E3%83%A5%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E3%81%AE%E6%B4%BB%E7%94%A8%E4%BA%8B%E4%BE%8B%E3%81%8C%E5%A4%9A%E3%81%84\" title=\"\u5efa\u8a2d\u696d\u754c\u306b\u304a\u3044\u3066\u3001\u753b\u50cf\u8a8d\u8b58\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u6d3b\u7528\u4e8b\u4f8b\u304c\u591a\u3044\">\u5efa\u8a2d\u696d\u754c\u306b\u304a\u3044\u3066\u3001\u753b\u50cf\u8a8d\u8b58\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u6d3b\u7528\u4e8b\u4f8b\u304c\u591a\u3044<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/tetsumag.com\/blog\/2022\/07\/13\/283\/#CUDA_out_of_memory%E3%80%80%E3%81%AE%E5%AF%BE%E5%87%A6%E6%B3%95\" title=\"CUDA out of memory\u3000\u306e\u5bfe\u51e6\u6cd5\">CUDA out of memory\u3000\u306e\u5bfe\u51e6\u6cd5<\/a><ul class='ez-toc-list-level-3'><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/tetsumag.com\/blog\/2022\/07\/13\/283\/#nvidia-smi%E3%80%80%E3%82%B3%E3%83%9E%E3%83%B3%E3%83%89%E3%81%A7GPU%E3%81%AE%E3%83%A1%E3%83%A2%E3%83%AA%E3%83%BC%E5%AE%B9%E9%87%8F%E3%82%92%E7%A2%BA%E8%AA%8D\" title=\"nvidia-smi\u3000\u30b3\u30de\u30f3\u30c9\u3067GPU\u306e\u30e1\u30e2\u30ea\u30fc\u5bb9\u91cf\u3092\u78ba\u8a8d\">nvidia-smi\u3000\u30b3\u30de\u30f3\u30c9\u3067GPU\u306e\u30e1\u30e2\u30ea\u30fc\u5bb9\u91cf\u3092\u78ba\u8a8d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/tetsumag.com\/blog\/2022\/07\/13\/283\/#taskkill_im_cmdexe%E3%80%80%E3%82%B3%E3%83%9E%E3%83%B3%E3%83%89%E3%81%A7GPU%E3%81%AE%E3%83%A1%E3%83%A2%E3%83%AA%E3%83%BC%E5%AE%B9%E9%87%8F%E3%82%92%E8%A7%A3%E6%94%BE\" title=\"taskkill \/im cmd.exe\u3000\u30b3\u30de\u30f3\u30c9\u3067GPU\u306e\u30e1\u30e2\u30ea\u30fc\u5bb9\u91cf\u3092\u89e3\u653e\">taskkill \/im cmd.exe\u3000\u30b3\u30de\u30f3\u30c9\u3067GPU\u306e\u30e1\u30e2\u30ea\u30fc\u5bb9\u91cf\u3092\u89e3\u653e<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/tetsumag.com\/blog\/2022\/07\/13\/283\/#%E3%81%BE%E3%81%A8%E3%82%81\" title=\"\u307e\u3068\u3081\">\u307e\u3068\u3081<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"GPU%E3%81%AB%E3%81%A4%E3%81%84%E3%81%A6\"><\/span>GPU\u306b\u3064\u3044\u3066<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2022\/07\/22706014.jpg\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2022\/07\/22706014-1024x768.jpg\" alt=\"\" width=\"1024\" height=\"768\" class=\"aligncenter size-large wp-image-10381\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/22706014-1024x768.jpg 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/22706014-300x225.jpg 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/22706014-768x576.jpg 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/22706014-1536x1152.jpg 1536w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/22706014-1320x990.jpg 1320w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/22706014-600x450.jpg 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/22706014.jpg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><br \/>\n\u307e\u305a\u306f\u3001GPU\u306e\u57fa\u672c\u77e5\u8b58\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"GPU%E3%81%A8%E3%81%AF%E7%94%BB%E5%83%8F%E5%87%A6%E7%90%86%E8%A3%85%E7%BD%AE%E3%81%AE%E3%81%93%E3%81%A8\"><\/span>GPU\u3068\u306f\u753b\u50cf\u51e6\u7406\u88c5\u7f6e\u306e\u3053\u3068<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>GPU(Graphics Processing Unit)\u306f\u3001\u753b\u50cf\u51e6\u7406\u88c5\u7f6e\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n<p>GPU\u306e\u4e3b\u306a\u6a5f\u80fd\u306f\u3001\u753b\u50cf\u3092\u63cf\u5199\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u8a08\u7b97\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>AI\u3092\u7528\u3044\u305f\u753b\u50cf\u51e6\u7406\u3067\u306f\u81a8\u5927\u306a\u753b\u50cf\u30c7\u30fc\u30bf\u3092\u77ac\u6642\u306b\u8a08\u7b97\u3059\u308b\u305f\u3081\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u306fGPU\u304c\u642d\u8f09\u3055\u308c\u305f\u30d1\u30bd\u30b3\u30f3\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E5%BB%BA%E8%A8%AD%E6%A5%AD%E7%95%8C%E3%81%AB%E3%81%8A%E3%81%84%E3%81%A6%E3%80%81%E7%94%BB%E5%83%8F%E8%AA%8D%E8%AD%98%E3%82%BD%E3%83%AA%E3%83%A5%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E3%81%AE%E6%B4%BB%E7%94%A8%E4%BA%8B%E4%BE%8B%E3%81%8C%E5%A4%9A%E3%81%84\"><\/span>\u5efa\u8a2d\u696d\u754c\u306b\u304a\u3044\u3066\u3001\u753b\u50cf\u8a8d\u8b58\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u6d3b\u7528\u4e8b\u4f8b\u304c\u591a\u3044<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>GPU\u306f\u30c7\u30fc\u30bf\u3092\u5927\u91cf\u304b\u3064\u901f\u304f\u51e6\u7406\u3059\u308b\u72ec\u7279\u306e\u4ed5\u7d44\u307f\u3092\u3082\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u8fd1\u5e74\u306e\u5efa\u8a2d\u696d\u3067\u306f\u753b\u50cf\u8a8d\u8b58AI\u6280\u8853\u304c\u591a\u304f\u6d3b\u7528\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001GPU\u306e\u9700\u8981\u3082\u9ad8\u307e\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2022\/07\/5bf961ccf310f28e38e83a9e01bbe2aa.png\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/tetsumag.com\/wp-content\/uploads\/2022\/07\/5bf961ccf310f28e38e83a9e01bbe2aa.png\" alt=\"\" width=\"888\" height=\"489\" class=\"aligncenter size-full wp-image-10384\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/5bf961ccf310f28e38e83a9e01bbe2aa.png 888w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/5bf961ccf310f28e38e83a9e01bbe2aa-300x165.png 300w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/5bf961ccf310f28e38e83a9e01bbe2aa-768x423.png 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/5bf961ccf310f28e38e83a9e01bbe2aa-600x330.png 600w\" sizes=\"(max-width: 888px) 100vw, 888px\" \/><\/a><br \/>\n\u5f15\u7528\uff1a2019\u5e74\u5ea6\u300c\u6226\u7565\u7684\u57fa\u76e4\u6280\u8853\u9ad8\u5ea6\u5316\u30fb\u9023\u643a\u652f\u63f4\u4e8b\u696d\uff08\u4e2d\u5c0f\u4f01\u696d\u306eAI\u6d3b\u7528\u4fc3\u9032\u306b\u95a2\u3059\u308b\u8abf\u67fb\u4e8b\u696d\uff09\u300d\u8abf\u67fb\u5831\u544a\u66f8<\/p>\n<p>\u3088\u304f\u3042\u308b\u4e8b\u4f8b\u306f\u3001\u300c\u8a2d\u5099\u70b9\u691c\u306e\u54c1\u8cea\u5411\u4e0a\u30fb\u52b9\u7387\u5316\u300d\u306b\u753b\u50cf\u8a8d\u8b58AI\u304c\u5c0e\u5165\u3055\u308c\u3066\u3044\u308b\u4f8b\u3067\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u90e8\u54c1\u306e\u53d6\u308a\u4ed8\u3051\u3001\u30b3\u30f3\u30af\u30ea\u30fc\u30c8\u306e\u3072\u3073\u5272\u308c\u30fb\u8150\u98df\u3001\u90e8\u54c1\u306e\u30b5\u30d3\u30fb\u50b7\u3001\u6c34\u6f0f\u308c\u306a\u3069\u3001\u5f93\u6765\u306f\u4eba\u304c\u76ee\u8996\u3067\u78ba\u8a8d\u30fb\u691c\u67fb\u3057\u3066\u3044\u305f\u3082\u306e\u3092\u3001AI\u304c\u6b63\u5e38\/\u7570\u5e38\u5224\u5b9a\u3092\u3057\u305f\u308a\u3001\u7570\u5e38\u306e\u7a2e\u985e\u3054\u3068\u306b\u5206\u985e\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306a\u4e8b\u4f8b\u306b\u304a\u3044\u3066\u3082\u5927\u91cf\u306e\u753b\u50cf\u3092\u51e6\u7406\u3059\u308bGPU\u306e\u5f79\u5272\u306f\u5927\u304d\u304f\u3001\u4eca\u5f8c\u305d\u306e\u91cd\u8981\u6027\u306f\u9ad8\u307e\u3063\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"m7Bt1H9v9W\"><p><a href=\"https:\/\/www.tetsumag.com\/2020\/07\/15\/33\/\">AI\u306b\u3088\u308b\u90e8\u8cc7\u6750\uff08\u9244\u7b4b\uff09\u306e\u500b\u6570\u30ab\u30a6\u30f3\u30c8\u306b\u3064\u3044\u3066\u8ab2\u984c\u304b\u3089\u958b\u767a\u624b\u9806\u307e\u3067\u89e3\u8aac\uff01<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;AI\u306b\u3088\u308b\u90e8\u8cc7\u6750\uff08\u9244\u7b4b\uff09\u306e\u500b\u6570\u30ab\u30a6\u30f3\u30c8\u306b\u3064\u3044\u3066\u8ab2\u984c\u304b\u3089\u958b\u767a\u624b\u9806\u307e\u3067\u89e3\u8aac\uff01&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2020\/07\/15\/33\/embed\/#?secret=7vQA5calFI#?secret=m7Bt1H9v9W\" data-secret=\"m7Bt1H9v9W\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<h2><span class=\"ez-toc-section\" id=\"CUDA_out_of_memory%E3%80%80%E3%81%AE%E5%AF%BE%E5%87%A6%E6%B3%95\"><\/span>CUDA out of memory\u3000\u306e\u5bfe\u51e6\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>GPU\u306e\u30e1\u30e2\u30ea\u4e0d\u8db3\u304c\u767a\u751f\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30a8\u30e9\u30fc\u304c\u51fa\u307e\u3059\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" title=\"A\">RuntimeError: CUDA out of memory. Tried to allocate 14.00 MiB (GPU 0; 8.00 GiB total capacity; 808.27 MiB already allocated; 4.81 MiB free; 842.00 MiB reserved in total by PyTorch) \r\nIf reserved memory is &gt;&gt; allocated memory try setting max_split_size_mb to avoid fragmentation.  \r\nSee documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF\r\n\r\n<\/pre>\n<p>\u5b9f\u884c\u6642\u30a8\u30e9\u30fc\uff08RuntimeError\uff09\u3068\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3057\u305f\u969b\u306b\u751f\u3058\u308b\u30a8\u30e9\u30fc\u5168\u822c\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n<p>\u8981\u306f\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u7570\u5e38\u505c\u6b62\u3055\u305b\u308b\u30a8\u30e9\u30fc\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u30a8\u30e9\u30fc\u306e\u5bfe\u51e6\u6cd5\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"nvidia-smi%E3%80%80%E3%82%B3%E3%83%9E%E3%83%B3%E3%83%89%E3%81%A7GPU%E3%81%AE%E3%83%A1%E3%83%A2%E3%83%AA%E3%83%BC%E5%AE%B9%E9%87%8F%E3%82%92%E7%A2%BA%E8%AA%8D\"><\/span>nvidia-smi\u3000\u30b3\u30de\u30f3\u30c9\u3067GPU\u306e\u30e1\u30e2\u30ea\u30fc\u5bb9\u91cf\u3092\u78ba\u8a8d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" title=\"A\">nvidia-smi\r\n\r\n\r\n<\/pre>\n<p>\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u753b\u9762\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u73fe\u72b6\u306e\u30e1\u30e2\u30ea\u30fc\u7a7a\u304d\u5bb9\u91cf\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<p><a href=\"http:\/\/www.tetsumag.com\/wp-content\/uploads\/2022\/07\/202303152047.jpg\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/www.tetsumag.com\/wp-content\/uploads\/2022\/07\/202303152047-1024x576.jpg\" alt=\"\" width=\"1024\" height=\"576\" class=\"aligncenter size-large wp-image-12382\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/202303152047-1024x576.jpg 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/202303152047-768x432.jpg 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/202303152047-600x338.jpg 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/202303152047.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>\u56f3\u306e\u5834\u5408\u3060\u3068\u3001<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" title=\"A\"> 7435MiB \/  8192MiB\r\n\r\n<\/pre>\n<p>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"taskkill_im_cmdexe%E3%80%80%E3%82%B3%E3%83%9E%E3%83%B3%E3%83%89%E3%81%A7GPU%E3%81%AE%E3%83%A1%E3%83%A2%E3%83%AA%E3%83%BC%E5%AE%B9%E9%87%8F%E3%82%92%E8%A7%A3%E6%94%BE\"><\/span>taskkill \/im cmd.exe\u3000\u30b3\u30de\u30f3\u30c9\u3067GPU\u306e\u30e1\u30e2\u30ea\u30fc\u5bb9\u91cf\u3092\u89e3\u653e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" title=\"A\">taskkill \/im cmd.exe\r\n\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u540d\uff08\u30a4\u30e1\u30fc\u30b8\u540d\uff09\u304c cmd.exe \u3067\u3042\u308b\u3059\u3079\u3066\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u7d42\u4e86\r\n\r\n<\/pre>\n<p>\u4e0a\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3001\u7a7a\u304d\u5bb9\u91cf\u304c\u5897\u3048\u305f\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"http:\/\/www.tetsumag.com\/wp-content\/uploads\/2022\/07\/202303152051.jpg\"><img decoding=\"async\" loading=\"lazy\" src=\"http:\/\/www.tetsumag.com\/wp-content\/uploads\/2022\/07\/202303152051-1024x576.jpg\" alt=\"\" width=\"1024\" height=\"576\" class=\"aligncenter size-large wp-image-12384\" srcset=\"https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/202303152051-1024x576.jpg 1024w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/202303152051-768x432.jpg 768w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/202303152051-600x338.jpg 600w, https:\/\/tetsumag.com\/blog\/wp-content\/uploads\/2022\/07\/202303152051.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<p>\u56f3\u306e\u5834\u5408\u3060\u3068\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u7a7a\u304d\u5bb9\u91cf\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" title=\"A\"> 1218MiB \/  8192MiB\r\n\r\n<\/pre>\n<h2><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001CUDA out of memory\u3000\u306e\u5bfe\u51e6\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u3092\u3057\u3066\u3044\u308b\u6700\u4e2d\u306b\u826f\u304f\u767a\u751f\u3059\u308b\u30a8\u30e9\u30fc\u306a\u306e\u3067\u3001\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"ztDZGHQih8\"><p><a href=\"https:\/\/www.tetsumag.com\/2022\/09\/19\/281\/\">\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4f5c\u696d\u306b\u3064\u3044\u3066 \u6ce8\u610f\u70b9\u3084\u5de5\u592b\u70b9\u3001\u5916\u6ce8\u30b3\u30b9\u30c8\u3092\u89e3\u8aac<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4f5c\u696d\u306b\u3064\u3044\u3066 \u6ce8\u610f\u70b9\u3084\u5de5\u592b\u70b9\u3001\u5916\u6ce8\u30b3\u30b9\u30c8\u3092\u89e3\u8aac&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2022\/09\/19\/281\/embed\/#?secret=Gj2OLl0A4g#?secret=ztDZGHQih8\" data-secret=\"ztDZGHQih8\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"RjUlyABimM\"><p><a href=\"https:\/\/www.tetsumag.com\/2021\/11\/06\/93\/\">\u3010PyTorch\u3011\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306e\u5b9f\u88c5<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u3010PyTorch\u3011\u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u306e\u5b9f\u88c5&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2021\/11\/06\/93\/embed\/#?secret=xmxvXw39tz#?secret=RjUlyABimM\" data-secret=\"RjUlyABimM\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"06OeBGBGD3\"><p><a href=\"https:\/\/www.tetsumag.com\/2022\/09\/25\/286\/\">\u3010PyTorch\u3011Dataset\u3001Dataloader\u306e\u4f5c\u6210\u904e\u7a0b\u3000\u8a73\u7d30\u306a\u7406\u89e3\u3068\u3088\u304f\u3042\u308b\u30df\u30b9<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u3010PyTorch\u3011Dataset\u3001Dataloader\u306e\u4f5c\u6210\u904e\u7a0b\u3000\u8a73\u7d30\u306a\u7406\u89e3\u3068\u3088\u304f\u3042\u308b\u30df\u30b9&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2022\/09\/25\/286\/embed\/#?secret=oHRLaLxGSm#?secret=06OeBGBGD3\" data-secret=\"06OeBGBGD3\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"xbWTbJTGWn\"><p><a href=\"https:\/\/www.tetsumag.com\/2021\/11\/06\/92\/\">\u3010Pytorch\u3011\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;\u3010Pytorch\u3011\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u65b9\u6cd5\u306b\u3064\u3044\u3066&#8221; &#8212; \u3066\u3064\u307e\u3050\" src=\"https:\/\/www.tetsumag.com\/2021\/11\/06\/92\/embed\/#?secret=jMwsIsEREw#?secret=xbWTbJTGWn\" data-secret=\"xbWTbJTGWn\" width=\"500\" height=\"282\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u753b\u50cf\u5206\u985e\u306eAI\u3092\u4f5c\u6210\u3057\u3066\u3044\u308b\u3068\u3001\u5927\u91cf\u306e\u753b\u50cf\u3092\u51e6\u7406\u3057\u3066\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002 GPU\u3092\u7528\u3044\u3066\u5927\u91cf\u306e\u753b\u50cf\u3092\u5b66\u7fd2\u3055\u305b\u308b\u3068\u3001GPU\u306e\u30e1\u30e2\u30ea\u4e0d\u8db3\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001GPU\u306e\u30e1\u30e2\u30ea\u4e0d\u8db3\u30a8\u30e9\u30fc\u306e\u5bfe\u51e6\u65b9\u6cd5\u306b &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/tetsumag.com\/blog\/2022\/07\/13\/283\/\"> <span class=\"screen-reader-text\">\u3010PyTorch\u3011GPU\u306e\u30e1\u30e2\u30ea\u4e0d\u8db3\u30a8\u30e9\u30fc\u306e\u5bfe\u51e6\u65b9\u6cd5<\/span> \u3082\u3063\u3068\u8aad\u3080 &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":12382,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","_themeisle_gutenberg_block_has_review":false},"categories":[127],"tags":[93,102],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/10321"}],"collection":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/comments?post=10321"}],"version-history":[{"count":15,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/10321\/revisions"}],"predecessor-version":[{"id":15791,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/posts\/10321\/revisions\/15791"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media\/12382"}],"wp:attachment":[{"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/media?parent=10321"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/categories?post=10321"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tetsumag.com\/blog\/wp-json\/wp\/v2\/tags?post=10321"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}