{"id":1577,"date":"2023-11-13T09:13:33","date_gmt":"2023-11-13T01:13:33","guid":{"rendered":"https:\/\/program.snlcw.com\/?p=1577"},"modified":"2026-01-31T22:41:26","modified_gmt":"2026-01-31T14:41:26","slug":"ai%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0","status":"publish","type":"post","link":"https:\/\/program.snlcw.com\/1577.html","title":{"rendered":"AI\u673a\u5668\u5b66\u4e60"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/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\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" 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: #999;color:#999\" 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><\/span><\/span><\/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:\/\/program.snlcw.com\/1577.html\/#CUDA\" >CUDA<\/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:\/\/program.snlcw.com\/1577.html\/#NVIDIA%E4%BA%A7%E5%93%81%E7%BA%BF\" >NVIDIA\u4ea7\u54c1\u7ebf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/program.snlcw.com\/1577.html\/#GPU%E4%B8%8ECUDA%E7%AE%97%E5%8A%9B\" >GPU\u4e0eCUDA\u7b97\u529b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/program.snlcw.com\/1577.html\/#Ubuntu%E5%AE%BF%E4%B8%BB%E6%9C%BACUDA%E9%A9%B1%E5%8A%A8%E4%B8%8Edocker%E5%AE%B9%E5%99%A8%E4%B8%AD%E7%9A%84cuda%E4%B8%8D%E5%85%BC%E5%AE%B9%E9%97%AE%E9%A2%98\" >Ubuntu\u5bbf\u4e3b\u673aCUDA\u9a71\u52a8\u4e0edocker\u5bb9\u5668\u4e2d\u7684cuda\u4e0d\u517c\u5bb9\u95ee\u9898<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/program.snlcw.com\/1577.html\/#PyTorch\" >PyTorch<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/program.snlcw.com\/1577.html\/#python%E5%A4%AA%E6%96%B0%E6%97%A0%E6%B3%95%E5%AE%89%E8%A3%85pytorch\" >python\u592a\u65b0\u65e0\u6cd5\u5b89\u88c5pytorch<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/program.snlcw.com\/1577.html\/#cuda%E5%A4%AA%E6%96%B0%E6%97%A0%E6%B3%95%E5%AE%89%E8%A3%85pytorch\" >cuda\u592a\u65b0\u65e0\u6cd5\u5b89\u88c5pytorch<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/program.snlcw.com\/1577.html\/#%E9%80%9A%E8%BF%87_torch_%E4%B8%8B%E8%BD%BD%E6%BA%90%E6%9D%A5%E6%8C%87%E5%AE%9ACUDA%E7%89%88%E6%9C%AC\" >\u901a\u8fc7 torch \u4e0b\u8f7d\u6e90\u6765\u6307\u5b9aCUDA\u7248\u672c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/program.snlcw.com\/1577.html\/#%E6%98%BE%E5%8D%A1%E9%A9%B1%E5%8A%A8\" >\u663e\u5361\u9a71\u52a8<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/program.snlcw.com\/1577.html\/#RTX_2080ti_%E6%98%BE%E5%8D%A1%E6%9C%80%E5%A4%9A%E8%A3%85_cuda_124\" >RTX 2080ti \u663e\u5361\u6700\u591a\u88c5 cuda 12.4<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/program.snlcw.com\/1577.html\/#%E6%8A%A5%E9%94%99%EF%BC%9Amodule_%E2%80%98torch_has_no_attribute_%E2%80%98float8_e4m3fn\" >\u62a5\u9519\uff1amodule &#8216;torch&#8217; has no attribute &#8216;float8_e4m3fn&#8217;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/program.snlcw.com\/1577.html\/#TensorFlow\" >TensorFlow<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/program.snlcw.com\/1577.html\/#Hugging_Face\" >Hugging Face<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/program.snlcw.com\/1577.html\/#%E9%BB%98%E8%AE%A4%E4%B8%8B%E8%BD%BD%E8%B7%AF%E5%BE%84\" >\u9ed8\u8ba4\u4e0b\u8f7d\u8def\u5f84<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/program.snlcw.com\/1577.html\/#%E5%A6%82%E4%BD%95%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B\" >\u5982\u4f55\u4e0b\u8f7d\u6a21\u578b<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/program.snlcw.com\/1577.html\/#%E5%AE%98%E6%96%B9_huggingface_hub%EF%BC%88%E6%8E%A8%E8%8D%90%EF%BC%89\" >\u5b98\u65b9 huggingface_hub\uff08\u63a8\u8350\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/program.snlcw.com\/1577.html\/#%E5%8D%95%E6%96%87%E4%BB%B6%E4%B8%8B%E8%BD%BD%E5%B9%B6%E6%89%93%E5%85%A5%E9%95%9C%E5%83%8F\" >\u5355\u6587\u4ef6\u4e0b\u8f7d\u5e76\u6253\u5165\u955c\u50cf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/program.snlcw.com\/1577.html\/#repo%E6%96%B9%E5%BC%8F%E4%B8%8B%E8%BD%BD%EF%BC%88%E9%80%9A%E8%BF%87Git%EF%BC%89\" >repo\u65b9\u5f0f\u4e0b\u8f7d\uff08\u901a\u8fc7Git\uff09<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/program.snlcw.com\/1577.html\/#repo%E6%96%B9%E5%BC%8F%E4%B8%8B%E8%BD%BD%EF%BC%88%E9%80%9A%E8%BF%87%E4%BB%A3%E7%A0%81%EF%BC%89\" >repo\u65b9\u5f0f\u4e0b\u8f7d\uff08\u901a\u8fc7\u4ee3\u7801\uff09<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"CUDA\"><\/span>CUDA<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"NVIDIA%E4%BA%A7%E5%93%81%E7%BA%BF\"><\/span>NVIDIA\u4ea7\u54c1\u7ebf<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>NVIDIA\u663e\u5361\u4e09\u5927\u4ea7\u54c1\u7ebf\uff1aQuadro\u3001GeForce\u3001Tesla\uff0cGeForce\u663e\u5361\u5b9a\u4f4d\u662f\u6d88\u8d39\u7ea7\u5e38\u7528\u6765\u6253\u6e38\u620f\uff0cTesla\u5b9a\u4f4d\u5e76\u884c\u8ba1\u7b97\uff0c\u4e00\u822c\u7528\u4e8e\u6570\u636e\u4e2d\u5fc3\u4ee5\u53ca\u673a\u5668\u5b66\u4e60\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"GPU%E4%B8%8ECUDA%E7%AE%97%E5%8A%9B\"><\/span>GPU\u4e0eCUDA\u7b97\u529b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u6d4b\u8bd5\u4e86 RTX3060\u3001RTX4080 \u90fd\u4e0d\u652f\u6301 cuda10\u3002RTX3060 \u4e0a\u4f1a\u62a5\u9519 <em>nvcc fatal : Value &#8216;sm_86&#8217; is not defined for option &#8216;gpu-architecture&#8217;<\/em> \uff0cRTX4080\u4e0a\u4f1a\u62a5\u9519 <em>nvcc fatal : Value &#8216;sm_89&#8217; is not defined for option &#8216;gpu-architecture&#8217;<\/em>\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">\u5176\u4e2d sm_89 \u610f\u601d\u662f\u7b97\u529b89\uff0cCUDA10.x \u6700\u9ad8\u652f\u6301\u7b97\u529b 7.x<\/mark>\uff0c<a href=\"https:\/\/developer.nvidia.cn\/cuda-gpus#compute\" target=\"_blank\" rel=\"noreferrer noopener\">\u67e5\u770b\u7b97\u529b\uff08\u70b9\u51fb\uff1a<\/a><a class=\"\" href=\"https:\/\/developer.nvidia.cn\/cuda-gpus#collapse2\">\u652f\u6301 CUDA \u7684 NVIDIA Quadro \u548c NVIDIA RTX<\/a>\uff09\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/developer.nvidia.com\/cuda-toolkit-archive\" target=\"_blank\" rel=\"noreferrer noopener\">CUDA Toolkit \u7248\u672c\uff08\u70b9\u51fb\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\uff09<\/a>\u53ef\u4ee5\u7528\u8fc7\u547d\u4ee4 <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">nvcc -V<\/mark> \u67e5\u770b\uff0cDriver Version \u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4 <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">nvidia-smi<\/mark> \u67e5\u770b\u3002\u5176\u4e2d <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">nvcc &#8211;help<\/mark> \u547d\u4ee4\u8fd8\u53ef\u4ee5\u67e5\u770b cuda \u7684\u7b97\u529b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"974\" height=\"411\" src=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/Snipaste_2023-10-22_02-20-45.png\" alt=\"\" class=\"wp-image-1508\" srcset=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/Snipaste_2023-10-22_02-20-45.png 974w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/Snipaste_2023-10-22_02-20-45-300x127.png 300w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/Snipaste_2023-10-22_02-20-45-768x324.png 768w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/Snipaste_2023-10-22_02-20-45-660x279.png 660w\" sizes=\"auto, (max-width: 974px) 100vw, 974px\" \/><\/figure>\n\n\n\n<p>\u4f7f\u7528\u4ee3\u7406\u6267\u884c pip install \u4e0b\u8f7d\u4efb\u52a1\u65f6\uff0c\u5c24\u5176\u662f\u4e0b\u8f7d tensorflow\u3001torch \u8fd9\u79cd\u5927\u6587\u4ef6\u65f6\uff0c\u5f80\u5f80\u4e0b\u8f7d\u5230\u4e00\u534a\u4f1a\u8d85\u65f6\uff0c\u89e3\u51b3\u529e\u6cd5\u662f\u6dfb\u52a0 <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">&#8211;default-timeout=100<\/mark> \u53c2\u6570\u4ee5\u5ef6\u957f\u9ed8\u8ba4\u8d85\u65f6\u65f6\u95f4\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"248\" src=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/QQ\u56fe\u724720231022233825-1024x248.png\" alt=\"\" class=\"wp-image-1506\" srcset=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/QQ\u56fe\u724720231022233825-1024x248.png 1024w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/QQ\u56fe\u724720231022233825-300x73.png 300w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/QQ\u56fe\u724720231022233825-768x186.png 768w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/QQ\u56fe\u724720231022233825-660x160.png 660w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/10\/QQ\u56fe\u724720231022233825.png 1296w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ubuntu%E5%AE%BF%E4%B8%BB%E6%9C%BACUDA%E9%A9%B1%E5%8A%A8%E4%B8%8Edocker%E5%AE%B9%E5%99%A8%E4%B8%AD%E7%9A%84cuda%E4%B8%8D%E5%85%BC%E5%AE%B9%E9%97%AE%E9%A2%98\"><\/span>Ubuntu\u5bbf\u4e3b\u673aCUDA\u9a71\u52a8\u4e0edocker\u5bb9\u5668\u4e2d\u7684cuda\u4e0d\u517c\u5bb9\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u76ee\u524d\u6211\u7684Ubuntu\u5bbf\u4e3b\u673a\u88c5\u7684CUDA\u9a71\u52a8\uff0c\u53ef\u4ee5\u5f88\u597d\u7684\u8fd0\u884c\u57fa\u4e8edocker\u57fa\u955c\u50cf nvidia\/cuda:11.8.0-base-ubuntu22.04 \u7684\u5bb9\u5668\uff0c\u4f46\u57fa\u955c\u50cf\u5347\u7ea7\u5230 <em>nvidia\/cuda:12.3.1-base-ubuntu22.04<\/em> \u8fd0\u884c\u5bb9\u5668\u5c31\u62a5\u4e0b\u9762\u7684\u9519\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">Unexpected error from cudaGetDeviceCount(). Did you run some cuda functions before calling NumCudaDevices() that might have already set an error? Error 804: forward compatibility was attempted on non supported HW<\/pre>\n\n\n\n<p>\u6539\u56de\u5230 nvidia\/cuda:11.8.0-base-ubuntu22.04 \u6765\u6253\u955c\u50cf\u5c31\u6ca1\u95ee\u9898\u4e86\u3002<\/p>\n\n\n\n<p>\u53c2\u8003\uff1a<a href=\"https:\/\/zhuanlan.zhihu.com\/p\/361545761\" target=\"_blank\" rel=\"noreferrer noopener\">PyTorch\u7684CUDA\u9519\u8bef\uff1aError 804: forward compatibility was attempted on non supported HW<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"PyTorch\"><\/span>PyTorch<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">pytorch<\/mark> \u91c7\u7528 python \u8bed\u8a00\u63a5\u53e3\u6765\u5b9e\u73b0\u7f16\u7a0b\uff0c\u800c <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">torch<\/mark> \u662f\u91c7\u7528 lua \u8bed\u8a00\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"python%E5%A4%AA%E6%96%B0%E6%97%A0%E6%B3%95%E5%AE%89%E8%A3%85pytorch\"><\/span>python\u592a\u65b0\u65e0\u6cd5\u5b89\u88c5pytorch<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>python \u592a\u65b0\u4f1a\u65e0\u6cd5\u5b89\u88c5pytorch\uff0c\u62a5\u9519\u4fe1\u606f\u4e00\u822c\u662f\uff1a<em><code>Could not find a version that satisfies the requirement torch==x.x.x<\/code><\/em>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"cuda%E5%A4%AA%E6%96%B0%E6%97%A0%E6%B3%95%E5%AE%89%E8%A3%85pytorch\"><\/span>cuda\u592a\u65b0\u65e0\u6cd5\u5b89\u88c5pytorch<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u82e5\u663e\u5361\u8981\u6c42cuda11\uff0c\u90a3\u4e48\u5c31\u4e0d\u80fd\u88c5\u4f4e\u7248\u672c\u7684 pytorch\uff0c\u5426\u5219\u7b97\u529b\u4e0d\u5339\u914d\u4f1a\u62a5\u9519\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">NVIDIA GeForce RTX 4080 with CUDA capability sm_89 is not compatible with the current PyTorch installation.\nThe current PyTorch install supports CUDA capabilities sm_37 sm_50 sm_60 sm_70.\n......\n......\nRuntimeError: CUDA error: no kernel image is available for execution on the device\nCUDA kernel errors might be asynchronously reported at some other API call,so the stacktrace below might be incorrect.<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%80%9A%E8%BF%87_torch_%E4%B8%8B%E8%BD%BD%E6%BA%90%E6%9D%A5%E6%8C%87%E5%AE%9ACUDA%E7%89%88%E6%9C%AC\"><\/span>\u901a\u8fc7 torch \u4e0b\u8f7d\u6e90\u6765\u6307\u5b9aCUDA\u7248\u672c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u8981\u4f7f\u7528<a href=\"https:\/\/pytorch.org\/get-started\/previous-versions\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6307\u5b9a\u7248\u672c\u7684 CUDA<\/a>\uff08\u79bb\u7ebf\u5305<a href=\"https:\/\/download.pytorch.org\/whl\/torch_stable.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u4e0b\u8f7d\u5730\u5740<\/a>\uff09\u53ef\u80fd\u4e0d\u662f\u53bb\u9009\u62e9 torch \u7248\u672c\uff0c\u800c\u662f\u9009\u62e9\u7528\u4ec0\u4e48\u6e90\u6765\u4e0b\u8f7d torch\u3002\u4f8b\u5982\u4e0b\u9762\u5185\u5bb9\u6458\u81ea\u5b98\u65b9\u7f51\u7ad9\uff0c\u76f8\u540c\u7248\u672c\u7684 torch \u9002\u7528\u4e8e\u4e0d\u540c\u7684 CUDA \u7248\u672c\uff0c\u4ec5\u4ec5\u662f\u56e0\u4e3a\u4e0b\u8f7d\u6e90\u4e0d\u540c\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># CUDA 10.2\npip3 install torch==1.8.2 torchvision==0.9.2 torchaudio==0.8.2 --extra-index-url https:\/\/download.pytorch.org\/whl\/lts\/1.8\/cu102\n\n# CUDA 11.1\npip3 install torch==1.8.2 torchvision==0.9.2 torchaudio==0.8.2 --extra-index-url https:\/\/download.pytorch.org\/whl\/lts\/1.8\/cu111\n<\/pre>\n\n\n\n<p>\u56fd\u5185\u4ee5\u4e0a\u547d\u4ee4\u4e0b\u8f7d\u4e0d\u7a33\u5b9a\uff0c\u82e5\u5931\u8d25\u53ef\u901a\u8fc7\u6253\u5370\u7684\u4e0b\u8f7d\u5730\u5740\u5728\u6d4f\u89c8\u5668\u4e2d\u624b\u52a8\u4e0b\u8f7d\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"905\" height=\"34\" src=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-05_11-21-17.png\" alt=\"\" class=\"wp-image-1552\" srcset=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-05_11-21-17.png 905w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-05_11-21-17-300x11.png 300w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-05_11-21-17-768x29.png 768w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-05_11-21-17-660x25.png 660w\" sizes=\"auto, (max-width: 905px) 100vw, 905px\" \/><\/figure>\n\n\n\n<p>whl\u6587\u4ef6\u4e0b\u8f7d\u4e0b\u6765\u540e\u76f4\u63a5\u5b89\u88c5\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u79bb\u7ebf\u5b89\u88c5 torch\npython -m pip install \/opt\/torch-1.8.2+cu111-cp36-cp36m-linux_x86_64.whl -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple -i \nhttps:\/\/pypi.tuna.tsinghua.edu.cn\/simple\n\n# \u5728\u7ebf\u5b89\u88c5 torchvision\uff08\u901f\u5ea6\u5f88\u5feb\uff09\npython -m pip install torchvision==0.9.2 --extra-index-url https:\/\/download.pytorch.org\/whl\/lts\/1.8\/cu111<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%98%BE%E5%8D%A1%E9%A9%B1%E5%8A%A8\"><\/span>\u663e\u5361\u9a71\u52a8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"RTX_2080ti_%E6%98%BE%E5%8D%A1%E6%9C%80%E5%A4%9A%E8%A3%85_cuda_124\"><\/span>RTX 2080ti \u663e\u5361\u6700\u591a\u88c5 cuda 12.4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Ubuntu-22.04\u4e0a\u5b89\u88c5\u7684\u7a33\u5b9a\u9a71\u52a8\u662f nvidia-driver-550\uff0c\u7528 nvidia-smi \u663e\u793a cuda 12.4\uff0c\u60f3\u5347\u7ea7\u5230 nvidia-driver-570 \u4e00\u76f4\u62a5\u4e0d\u517c\u5bb9\u95ee\u9898\uff0c\u56e0\u6b64\u65e0\u6cd5\u5b89\u88c5\u57fa\u4e8e cuda 12.8 \u7684 torch\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%8A%A5%E9%94%99%EF%BC%9Amodule_%E2%80%98torch_has_no_attribute_%E2%80%98float8_e4m3fn\"><\/span>\u62a5\u9519\uff1amodule &#8216;torch&#8217; has no attribute &#8216;float8_e4m3fn&#8217;<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u8fd9\u4e2a\u95ee\u9898\u662f torch 2.0.1 \u7248\u672c\u65e7\u5bfc\u81f4\u7684\uff0c\u5347\u7ea7\u5230 2.5.1 \u4e0d\u62a5\u9519\u4e86\u3002\u4f46\u662f\u5347\u7ea7\u8981\u9009\u62e9 CUDA 11.8 \u7684\u7248\u672c\uff0c\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/pytorch.org\/get-started\/previous-versions\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/pytorch.org\/get-started\/previous-versions\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"TensorFlow\"><\/span>TensorFlow<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>tensorflow1.15 \u4f3c\u4e4e\u662f\u652f\u6301CUDA11\u7684\uff0c\u4ece <a href=\"https:\/\/docs.nvidia.com\/deeplearning\/frameworks\/tensorflow-release-notes\/rel-23-09.html\" target=\"_blank\" rel=\"noreferrer noopener\">Ubuntu, CUDA, TensorFlow, and TensorRT \u5bf9\u5e94\u7248\u672c\u5173\u7cfb<\/a> \u8868\u53ef\u4ee5\u770b\u51fa\uff0c\u4f46\u5b9e\u9645\u6d4b\u8bd5\u65f6\u8fd8\u662f\u4e0d\u884c\u3002\u6b64\u5916\uff0c\u4ece\u5bf9\u5e94\u5173\u7cfb\u53ef\u770b\u5230 CUDA 11.8.0 \u8981\u7528 ubuntu20.04\uff0c\u4f46\u4e3a\u4f55 nvidia\u5b98\u7f51\u6709 <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">nvidia\/cuda:11.8.0-cudnn8-devel-ubuntu18.04<\/mark> \u955c\u50cf\uff1fCUDA Toolkit \u5bf9\u5e94\u7684 Driver Version \u8868\u53ef<a href=\"https:\/\/docs.nvidia.com\/cuda\/cuda-toolkit-release-notes\/index.html#major-components\" target=\"_blank\" rel=\"noreferrer noopener\">\u70b9\u6b64\u67e5\u770b<\/a>\u3002tensorflow_gpu-1.15.0 \u53ea\u80fd\u4f7f\u7528 CUDA10\uff0c<a href=\"https:\/\/tensorflow.google.cn\/install\/source?hl=zh-cn#gpu\" target=\"_blank\" rel=\"noreferrer noopener\">\u70b9\u51fb\u67e5\u770b<\/a>\u3002<\/p>\n\n\n\n<p>TensorFlow1.5 \u5bf9\u5e94 cuda10\uff0c\u4f46\u53ef\u4f7f\u7528\u7b2c\u4e09\u65b9\u5b89\u88c5\u5305\u6765\u6539\u7528 cuda11\uff0c\u4f46\u4ec5\u652f\u6301 python3.6\u548c3.8\uff0c\u4e0d\u652f\u63013.7\u7684\uff0c\u5177\u4f53\u6848\u4f8b\u53ef\u770b wang-styleflow \u955c\u50cf\u7684 Dockerfile\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python3.6 -m pip install nvidia-pyindex -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple &amp;&amp; \\\npython3.6 -m pip install nvidia-tensorflow[horovod] -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple &amp;&amp; \\\npython3.6 -m pip install nvidia-tensorboard==1.15 -i https:\/\/pypi.tuna.tsinghua.edu.cn\/simple<\/pre>\n\n\n\n<p>\u67e5\u770b tensorflow\u3001torch \u662f\u5426\u53ef\u7528\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">python -c 'import tensorflow as tf; print(tf.test.is_gpu_available())'\npython -c 'import tensorflow as tf; print(tf.__version__)'\n\npython -c 'import torch; print(torch.__version__); print(torch.cuda.is_available())'\npython -c 'import torch; print(torch.cuda.get_arch_list())'<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Hugging_Face\"><\/span>Hugging Face<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E9%BB%98%E8%AE%A4%E4%B8%8B%E8%BD%BD%E8%B7%AF%E5%BE%84\"><\/span>\u9ed8\u8ba4\u4e0b\u8f7d\u8def\u5f84<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Windows 10 \u4f1a\u5c06\u6a21\u578b\u4e0b\u8f7d\u5230\u9ed8\u8ba4\u7684\u7f13\u5b58\u76ee\u5f55\u4e2d\uff0c\u4f4d\u4e8e <code>C:\\Users\\&lt;\u4f60\u7684\u7528\u6237\u540d&gt;.cache\\huggingface\\hub<\/code>\uff0cUbuntu 22.04 \u5219\u4f4d\u4e8e <code>root\/.cache\/huggingface\/hub<\/code>\uff08root\u8d26\u53f7\u64cd\u4f5c\uff09\u3002\u5047\u8bbe Python \u4f7f\u7528\u6a21\u578b\u7684\u4ee3\u7801\u662f <code>BriaRMBG.from_pretrained(\"briaai\/RMBG-1.4\") <\/code>\uff0c\u90a3\u4e48 Ubuntu 22.04 \u4f1a\u4e0b\u8f7d\u5230 <code>\/root\/.cache\/huggingface\/hub\/models--briaai--RMBG-1.4<\/code>\u3002\u4ee5\u4e0a\u64cd\u4f5c\u5fc5\u987b\u4f7f\u7528\u9b54\u6cd5\u3002<\/p>\n\n\n\n<p>\u82e5\u60a8\u4f7f\u7528\u7684\u662f docker compose\uff0c\u90a3\u4e48\u63a8\u8350\u5c06\u4e0b\u8f7d\u7684\u6587\u4ef6\u4ece <code>.cache\/huggingface<\/code> \u8fd9\u7ea7\u76ee\u5f55\u6620\u5c04\u5230\u5bb9\u5668\u5185\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">services:\n  xxx:\n    image: xxx\n    container_name: xxx\n    volumes:\n      # huggingface \u6a21\u578b\n      - \"${TPQXBDATA_HOME:?err}\/rmbg\/huggingface:\/root\/.cache\/huggingface\"<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A6%82%E4%BD%95%E4%B8%8B%E8%BD%BD%E6%A8%A1%E5%9E%8B\"><\/span>\u5982\u4f55\u4e0b\u8f7d\u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u5b66\u4e60AI\u9879\u76ee\uff0c\u514d\u4e0d\u4e86\u4ece <a href=\"https:\/\/huggingface.co\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/huggingface.co<\/a> \u4e0b\u8f7d\u6a21\u578b\u6587\u4ef6\uff0c\u53ef\u60dc\u56fd\u5185\u65e0\u6cd5\u8bbf\u95ee\uff0c\u82e5\u4f7f\u7528\u4ee3\u7406\u5fc5\u987b\u542f\u7528Global\u624d\u884c\uff0c\u82e5\u4e0d\u7528Global\u6a21\u5f0f\uff0c\u6709\u65f6\u8bbe\u7f6eDNS\u4e3a 8.8.8.8 8.8.44 \u4e5f\u884c\uff0c\u4f46\u6709\u65f6\u53c8\u4e0d\u884c\u5947\u602a\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%AE%98%E6%96%B9_huggingface_hub%EF%BC%88%E6%8E%A8%E8%8D%90%EF%BC%89\"><\/span>\u5b98\u65b9 huggingface_hub\uff08\u63a8\u8350\uff09<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>huggingface-cli \u5c5e\u4e8e\u5b98\u65b9\u5de5\u5177\uff0c\u5176\u957f\u671f\u652f\u6301\u80af\u5b9a\u662f\u6700\u597d\u7684\uff0c\u975e\u5e38\u63a8\u8350\u3002<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">pip install -U huggingface_hub\nhuggingface-cli login --token &lt;HuggingFaceToken>\n\n# \u6211\u559c\u6b22\u5f00 Windows PowerShell \u6765\u4e0b\u8f7d\uff0c\u9000\u51fa\u76f4\u63a5\u5173\u95ed\u7a97\u53e3\uff0c\u5426\u5219\u9000\u51fa\u4e0d\u597d\u9000\nhuggingface-cli download --resume-download black-forest-labs\/FLUX.1-dev<\/pre>\n\n\n\n<p>\u5bf9\u4e8e\u4e00\u4e9b\u4e0b\u8f7d\u7279\u522b\u6162\u7684\u6587\u4ef6\uff0c\u63a8\u8350\u590d\u5236\u4e0b\u8f7d\u5730\u5740\u540e\u653e\u6d4f\u89c8\u5668\u91cc\u53bb\u5355\u72ec\u4e0b\u8f7d\uff0c\u4e0b\u8f7d\u5b8c\u540e\u653e\u56de\u9ed8\u8ba4\u76ee\u5f55\u5373\u53ef\uff0c<a href=\"https:\/\/huggingface.co\/docs\/huggingface_hub\/main\/cn\/quick-start\" data-type=\"link\" data-id=\"https:\/\/huggingface.co\/docs\/huggingface_hub\/main\/cn\/quick-start\" target=\"_blank\" rel=\"noreferrer noopener\">Hugging Face \u5feb\u901f\u5165\u95e8<\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%8D%95%E6%96%87%E4%BB%B6%E4%B8%8B%E8%BD%BD%E5%B9%B6%E6%89%93%E5%85%A5%E9%95%9C%E5%83%8F\"><\/span>\u5355\u6587\u4ef6\u4e0b\u8f7d\u5e76\u6253\u5165\u955c\u50cf<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u5c1d\u5c1d\u9047\u5230\u7684\u95ee\u9898\u662f\uff0c\u9879\u76ee\u4e2d\u7528\u5230\u4e86API\u63a5\u53e3\u6765\u5728\u7ebf\u83b7\u53d6 huggingface \u7ad9\u70b9\u7684\u6a21\u578b\u6587\u4ef6\uff0c\u4f8b\u5982 <code>stable-diffusion-webui<\/code> \u542f\u52a8\u65f6\u5c31\u4f1a\u53bb\u81ea\u52a8\u4e0b\u8f7d <code>models--openai--clip-vit-large-patch14<\/code> \u6a21\u578b\u6587\u4ef6\uff0c\u76f8\u5173\u4ee3\u7801\u5728 <code>stable-diffusion-stability-ai\\ldm\\modules\\encoders\\modules.py<\/code> \u6587\u4ef6\u91cc\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"172\" src=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/\u5fae\u4fe1\u56fe\u7247_20231119235738-1024x172.png\" alt=\"\" class=\"wp-image-1613\" srcset=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/\u5fae\u4fe1\u56fe\u7247_20231119235738-1024x172.png 1024w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/\u5fae\u4fe1\u56fe\u7247_20231119235738-300x51.png 300w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/\u5fae\u4fe1\u56fe\u7247_20231119235738-768x129.png 768w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/\u5fae\u4fe1\u56fe\u7247_20231119235738-660x111.png 660w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/\u5fae\u4fe1\u56fe\u7247_20231119235738.png 1027w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u7f51\u4e0a\u8bf4\u624b\u5de5\u4e0b\u8f7d\u4e0b\u6765\u540e\uff0c\u628a\u53c2\u6570 version \u6539\u6210\u672c\u5730\u7edd\u5bf9\u8def\u5f84\uff0c\u4f46\u6211\u8bd5\u4e86\u8fd8\u662f\u4e0d\u884c\uff0c\u4f1a\u62a5\u5176\u4ed6\u9519\u8bef\uff0c\u4e0b\u9762\u5206\u4eab\u4e0b\u6211\u7684\u89e3\u51b3\u8fc7\u7a0b\uff1a<\/p>\n\n\n\n<p>\uff081\uff09\u9996\u5148\u4f7f\u7528 <code>docker run -it --rm<\/code> \u8fdb\u5165\u5bb9\u5668\uff0c\u6dfb\u52a0http\u4ee3\u7406\u914d\u7f6e\uff1a<code>export http_proxy=\"http:\/\/192.168.3.40:7890\" &amp;&amp; export https_proxy=\"http:\/\/192.168.3.40:7890\"<\/code>\uff0c\u4ee3\u7406\u8981\u7528 Global \u6a21\u5f0f\u3002\u4f7f\u7528 <code>curl https:\/\/google.com<\/code> \u6d4b\u8bd5\u4e0b\u4ee3\u7406\u662f\u5426\u751f\u6548\u3002<br>\uff082\uff09\u5bb9\u5668\u5185\u8fd0\u884c <code>python3.10 launch.py<\/code> \u89e6\u53d1 huggingface \u4e0b\u8f7d\u63a5\u53e3\u8c03\u7528\uff0c\u6b64\u65f6\u754c\u9762\u5feb\u901f\u51fa\u6765\u4e0b\u8f7d\u7684\u6587\u4ef6\u540d\uff0c\u5176\u4e2d\u6709\u4e2a\u6587\u4ef6\u540d\u53eb <code>tokenizer_config.json<\/code>\u3002<br>\uff083\uff09\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u4f7f\u7528 <code>export http_proxy=\"\" &amp;&amp; export https_proxy=\"\"<\/code> \u5173\u95ed\u4ee3\u7406\u3002<br>\uff084\uff09\u4f7f\u7528 <code>find \/ -name tokenizer_config.json<\/code> \u67e5\u627e\u4e0b\u8f7d\u6587\u4ef6\u4f4d\u7f6e\uff0c\u7ed3\u679c\u5728 <code>\/root\/.cache\/huggingface\/hub\/models--openai--clip-vit-large-patch14\/snapshots\/32bd64288804d66eefd0ccbe215aa642df71cc41<\/code> \u76ee\u5f55\u4e0b\u3002<br>\uff085\uff09\u4f7f\u7528 <code>docker cp<\/code> \u547d\u4ee4\u5c06\u5bb9\u5668\u4e2d <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\"><code>\/root\/.cache\/huggingface<\/code><\/mark> \u76ee\u5f55\u6574\u4e2a\u62f7\u8d1d\u5230\u5bb9\u5668\u5916\uff0c\u8fd9\u4e2a\u76ee\u5f55\u4e0b\u7684<em><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\">refs\/main<\/mark> \u6587\u4ef6\u91cc\u6709\u4e00\u4e32 uuid \u5b57\u7b26\u4e32\uff0c\u662f\u6307\u5411 snapshots \u76ee\u5f55\u7684\u5b50\u76ee\u5f55\u7684\uff0c\u8fd9\u662f <code>models--openai--clip-vit-large-patch14<\/code><\/em> <em>\u6a21\u578b\u5177\u4f53\u5b58\u653e\u7684\u4f4d\u7f6e\u3002<\/em>\u56e0\u6b64\u6211\u4eec\u5728\u505a docker \u955c\u50cf\u65f6\uff0c\u53ea\u8981\u5c06 cp \u51fa\u6765\u7684\u6574\u4e2a<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\"> <\/mark><code><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\">huggingface<\/mark><\/code> \u76ee\u5f55\u6620\u5c04\u5230 <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-luminous-vivid-orange-color\"><code>\/root\/.cache\/huggingface<\/code><\/mark> \u5373\u53ef\uff0c\u5c31\u4e0d\u4f1a\u89e6\u53d1\u4ee3\u7801\u4e2d\u4e0b\u8f7d\u8fd9\u4e9b\u6587\u4ef6\u4e86\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"repo%E6%96%B9%E5%BC%8F%E4%B8%8B%E8%BD%BD%EF%BC%88%E9%80%9A%E8%BF%87Git%EF%BC%89\"><\/span>repo\u65b9\u5f0f\u4e0b\u8f7d\uff08\u901a\u8fc7Git\uff09<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"># \u8bbe\u7f6e\u5168\u5c40\u4ee3\u7406\ngit config --global http.proxy http:\/\/127.0.0.1:7890\ngit config --global https.proxy http:\/\/127.0.0.1:7890\n# \u53d6\u6d88\u5168\u5c40\u4ee3\u7406\ngit config --global --unset http.proxy\ngit config --global --unset https.proxy\n\n\u8bbe\u7f6e\u597d\u5168\u5c40\u4ee3\u7406\u540e\u5c31\u53ef\u4ee5\u901a\u8fc7\u4e0b\u56fe\u65b9\u5f0f\u514b\u9686\u4ed3\u5e93\u4e86\u3002<\/pre>\n\n\n\n<p>\u4f7f\u7528 git \u514b\u9686\u4ed3\u5e93\u6709\u4e2a\u5c0f\u95ee\u9898\uff0c\u5c31\u662f .git \u6587\u4ef6\u592a\u5927\u4e86\uff0c\u53ef\u5220\u9664\u5b83\uff01<\/p>\n\n\n\n<p>\u514b\u9686\u4ed3\u5e93<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"905\" height=\"506\" src=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2024-12-19_20-57-39-1.jpg\" alt=\"\" class=\"wp-image-2383\" srcset=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2024-12-19_20-57-39-1.jpg 905w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2024-12-19_20-57-39-1-300x168.jpg 300w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2024-12-19_20-57-39-1-768x429.jpg 768w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2024-12-19_20-57-39-1-660x369.jpg 660w\" sizes=\"auto, (max-width: 905px) 100vw, 905px\" \/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"repo%E6%96%B9%E5%BC%8F%E4%B8%8B%E8%BD%BD%EF%BC%88%E9%80%9A%E8%BF%87%E4%BB%A3%E7%A0%81%EF%BC%89\"><\/span>repo\u65b9\u5f0f\u4e0b\u8f7d\uff08\u901a\u8fc7\u4ee3\u7801\uff09<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p>\u7b2c\u4e8c\u5929\u4f7f\u7528\u5176\u4ed6\u529f\u80fd\u65f6\u53c8\u5361\u5728\u65e0\u6cd5\u4e0b\u8f7d bert-base-uncased \u6a21\u578b\uff0c\u4e00\u4e2a\u4e2a\u6587\u4ef6\u4e0b\u8f7d\u592a\u9ebb\u70e6\uff0c\u4e14\u4e00\u65e6\u8bbe\u7f6e\u4ee3\u7406\uff0c\u7a0b\u5e8f\u5c31\u8d77\u4e0d\u6765\u4e86\u3002\u67e5\u4e86\u4e0b\u5b98\u7f51\u63d0\u4f9b\u4e86\u4e00\u79cd\u66f4\u597d\u7684\u65b9\u6cd5\uff0c\u76f4\u63a5\u53ef\u4ee5\u4e0b\u8f7d repo\u3002\u5177\u4f53\u6b65\u9aa4\u662f\uff1a<br>\uff081\uff09\u5148\u8fdb\u5165\u5bb9\u5668\u8bbe\u7f6e\u4ee3\u7406<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">export http_proxy=\"http:\/\/192.168.3.40:7890\" &amp;&amp; export https_proxy=\"http:\/\/192.168.3.40:7890\"<\/pre>\n\n\n\n<p>\uff082\uff09\u8f93\u5165 python3.10\uff0c\u6267\u884c\u4e0b\u8f7d\u547d\u4ee4<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from huggingface_hub import snapshot_download\nsnapshot_download(repo_id=\"bert-base-uncased\")<\/pre>\n\n\n\n<p>\uff083\uff09\u4f7f\u7528 find \u547d\u4ee4\u67e5\u627e\u4e0b\u8f7d\u7684\u4f4d\u7f6e\u53d1\u73b0\u4e0e\u4f7f\u7528\u4e0a\u9762\u4ee3\u7801\u4e0b\u8f7d openai\/clip-vit-large-patch14 \u662f\u4e00\u6837\u7684<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"44\" src=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-20_23-23-56-1024x44.png\" alt=\"\" class=\"wp-image-1626\" srcset=\"https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-20_23-23-56-1024x44.png 1024w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-20_23-23-56-300x13.png 300w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-20_23-23-56-768x33.png 768w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-20_23-23-56-1536x65.png 1536w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-20_23-23-56-660x28.png 660w, https:\/\/program.snlcw.com\/wp-content\/uploads\/2023\/11\/Snipaste_2023-11-20_23-23-56.png 1553w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u56e0\u6b64\u4e0a\u9762\u7684\u6a21\u578b\u4e5f\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4\u6765\u4e0b\u8f7d\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">from huggingface_hub import snapshot_download\nsnapshot_download(repo_id=\"openai\/clip-vit-large-patch14\")<\/pre>\n\n\n\n<p>\uff084\uff09\u4e0b\u8f7d\u5b8c\u6210\u540e\u5173\u95ed\u4ee3\u7406<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\"> export http_proxy=\"\" &amp;&amp; export https_proxy=\"\" <\/pre>\n","protected":false},"excerpt":{"rendered":"<p>CUDA NVIDIA\u4ea7\u54c1\u7ebf NVIDIA\u663e\u5361\u4e09\u5927\u4ea7\u54c1\u7ebf\uff1aQuadro\u3001GeForce\u3001Tesla\uff0cGeFor\u2026 <span class=\"read-more\"><a href=\"https:\/\/program.snlcw.com\/1577.html\">Read More &raquo;<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[58],"tags":[],"class_list":["post-1577","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts\/1577","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/comments?post=1577"}],"version-history":[{"count":15,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts\/1577\/revisions"}],"predecessor-version":[{"id":2943,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/posts\/1577\/revisions\/2943"}],"wp:attachment":[{"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/media?parent=1577"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/categories?post=1577"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/program.snlcw.com\/wp-json\/wp\/v2\/tags?post=1577"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}