{"id":27140,"date":"2023-10-20T14:35:40","date_gmt":"2023-12-13T12:48:19","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8%e6%9c%80%e6%96%b0%e7%9a%84google-colab%ef%bc%8c%e4%bd%bf%e6%97%a0%e6%b3%95%e8%bf%90%e8%a1%8c%e7%9a%84stylegan2%e8%83%bd%e5%a4%9f%e8%bf%90%e8%a1%8c%e7%9a%84%e6%96%b9%e6%b3%95-2\/"},"modified":"2025-08-12T01:00:26","modified_gmt":"2025-08-11T17:00:26","slug":"%e4%bd%bf%e7%94%a8%e6%9c%80%e6%96%b0%e7%9a%84google-colab%ef%bc%8c%e4%bd%bf%e6%97%a0%e6%b3%95%e8%bf%90%e8%a1%8c%e7%9a%84stylegan2%e8%83%bd%e5%a4%9f%e8%bf%90%e8%a1%8c%e7%9a%84%e6%96%b9%e6%b3%95-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8%e6%9c%80%e6%96%b0%e7%9a%84google-colab%ef%bc%8c%e4%bd%bf%e6%97%a0%e6%b3%95%e8%bf%90%e8%a1%8c%e7%9a%84stylegan2%e8%83%bd%e5%a4%9f%e8%bf%90%e8%a1%8c%e7%9a%84%e6%96%b9%e6%b3%95-2\/","title":{"rendered":"\u4f7f\u7528\u6700\u65b0\u7684Google Colab\uff0c\u4f7f\u65e0\u6cd5\u8fd0\u884c\u7684StyleGAN2\u80fd\u591f\u8fd0\u884c\u7684\u65b9\u6cd5"},"content":{"rendered":"<p>\u52302023\u5e748\u6708\u4e3a\u6b62\uff0cGoogle Colab\u7531\u4e8ePython 3.10\u3001TensorFlow 2.x\u548cCUDA 11\u6210\u4e3a\u6807\u51c6\u8981\u6c42\uff0c\u65e0\u6cd5\u7b80\u5355\u5730\u8fd0\u884c\u57fa\u4e8eTensorflow 1\u7684StyleGAN2\u5b9e\u73b0\uff08\u6ca1\u6709\u4efb\u4f55\u65b9\u6cd5\u7b26\u5408\u8981\u6c42\uff09\u3002<\/p>\n<p>\u60f3\u4e0d\u5230\u7684\u662f\uff0c\u901a\u8fc7\u8fdb\u884c\u4ee5\u4e0b\u5b89\u88c5\uff0c\u6211\u6210\u529f\u5730\u5728T4 GPU\u4e0a\u6267\u884c\u4e86StyleGAN2\u548cToonify\uff08\u622a\u81f32023\u5e748\u670823\u65e5\uff09\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Python 3.8<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">NVIDIA-TensorFlow 1.15.5+nv22.12<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">gcc\/g++ 8<\/ul>\n<p>\u5173\u4e8e\u811a\u672c\uff0c\u6ca1\u6709\u7279\u522b\u9700\u8981\u8fdb\u884c\u4fee\u6b63\u7684\u5fc5\u8981\u3002<\/p>\n<p>&nbsp;<\/p>\n<div>\u7531\u65bc\u5728Colab\u7684\u55ae\u5143\u683c\u4e2d\u7121\u6cd5\u4ee5\u4e92\u52d5\u65b9\u5f0f\u904b\u884cPython 3.8\uff0c\u56e0\u6b64\u9700\u8981\u4e8b\u5148\u5c07\u5176\u4f5c\u70bapy\u6587\u4ef6\u6a21\u584a\u5275\u5efa\uff0c\u7136\u5f8c\u901a\u904e\u904b\u884c\u201c!python hoge.py\u201d\u547d\u4ee4\u4f86\u57f7\u884c\u6240\u9700\u7684\u8655\u7406\u3002<\/div>\n<pre class=\"post-pre\"><code># Python 3.8\r\n!sudo apt-get install python3.8\r\n!sudo apt-get update -y\r\n!sudo update-alternatives --install \/usr\/bin\/python3 python3 \/usr\/bin\/python3.8 1\r\n!sudo update-alternatives --config python3\r\n!sudo apt install python3-pip\r\n!sudo apt-get install python3.8-distutils\r\n\r\n# NVIDIA-TensorFlow 1.15.5\r\n!wget https:\/\/developer.download.nvidia.com\/compute\/redist\/nvidia-tensorflow\/nvidia_tensorflow-1.15.5+nv22.12-6638418-cp38-cp38-linux_x86_64.whl\r\n!wget https:\/\/developer.download.nvidia.com\/compute\/redist\/nvidia-dali-nvtf-plugin\/nvidia_dali_nvtf_plugin-1.20.0+nv22.12-6638418-cp38-cp38-linux_x86_64.whl\r\n!wget https:\/\/developer.download.nvidia.com\/compute\/redist\/nvidia-dali-cuda110\/nvidia_dali_cuda110-1.20.0-6562491-py3-none-manylinux2014_x86_64.whl\r\n\r\n!pip install nvidia-pyindex\r\n!pip install nvidia_dali_cuda110-1.20.0-6562491-py3-none-manylinux2014_x86_64.whl\r\n!pip install nvidia_dali_nvtf_plugin-1.20.0+nv22.12-6638418-cp38-cp38-linux_x86_64.whl\r\n!pip install nvidia_tensorflow-1.15.5+nv22.12-6638418-cp38-cp38-linux_x86_64.whl\r\n\r\n# GCC-8\r\n!sudo apt update\r\n!wget http:\/\/mirrors.kernel.org\/ubuntu\/pool\/universe\/g\/gcc-8\/gcc-8_8.4.0-3ubuntu2_amd64.deb\r\n!wget http:\/\/mirrors.edge.kernel.org\/ubuntu\/pool\/universe\/g\/gcc-8\/gcc-8-base_8.4.0-3ubuntu2_amd64.deb\r\n!wget http:\/\/mirrors.kernel.org\/ubuntu\/pool\/universe\/g\/gcc-8\/libgcc-8-dev_8.4.0-3ubuntu2_amd64.deb\r\n!wget http:\/\/mirrors.kernel.org\/ubuntu\/pool\/universe\/g\/gcc-8\/cpp-8_8.4.0-3ubuntu2_amd64.deb\r\n!wget http:\/\/mirrors.kernel.org\/ubuntu\/pool\/universe\/g\/gcc-8\/libmpx2_8.4.0-3ubuntu2_amd64.deb\r\n!wget http:\/\/mirrors.kernel.org\/ubuntu\/pool\/main\/i\/isl\/libisl22_0.22.1-1_amd64.deb\r\n!sudo apt install .\/libisl22_0.22.1-1_amd64.deb .\/libmpx2_8.4.0-3ubuntu2_amd64.deb .\/cpp-8_8.4.0-3ubuntu2_amd64.deb .\/libgcc-8-dev_8.4.0-3ubuntu2_amd64.deb .\/gcc-8-base_8.4.0-3ubuntu2_amd64.deb .\/gcc-8_8.4.0-3ubuntu2_amd64.deb\r\n\r\n# G++-8\r\n!wget http:\/\/mirrors.kernel.org\/ubuntu\/pool\/universe\/g\/gcc-8\/libstdc++-8-dev_8.4.0-3ubuntu2_amd64.deb\r\n!wget http:\/\/mirrors.kernel.org\/ubuntu\/pool\/universe\/g\/gcc-8\/g++-8_8.4.0-3ubuntu2_amd64.deb\r\n!sudo apt install .\/libstdc++-8-dev_8.4.0-3ubuntu2_amd64.deb .\/g++-8_8.4.0-3ubuntu2_amd64.deb\r\n\r\n# GCC\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5909\u66f4\uff08\u7121\u7406\u3084\u308a\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u5909\u66f4\uff09\r\n!sudo mv \/usr\/bin\/g++ \/usr\/bin\/g++-11\r\n!sudo mv \/usr\/bin\/gcc \/usr\/bin\/gcc-11\r\n!sudo cp \/usr\/bin\/g++-8 \/usr\/bin\/g++\r\n!sudo cp \/usr\/bin\/gcc-8 \/usr\/bin\/gcc\r\n\r\n# \u30e9\u30a4\u30d6\u30e9\u30ea\r\n!pip install pillow requests matplotlib\r\n!pip install numpy==1.23.4\r\n<\/code><\/pre>\n<p>nvidia-pyindex\u3092\u4e8b\u524d\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u306a\u305c\u304b\u3046\u307e\u304fnvidia_tensorflow-1.15.5+nv22.12\u306b\u4f9d\u5b58\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u63a2\u305b\u3066\u3044\u306a\u3044\u3088\u3046\u3060\u3063\u305f\u306e\u3067\u3001nvidia_dali_cuda110\u3001nvidia_dali_nvtf_plugin\u306b\u3064\u3044\u3066\u306f\u624b\u52d5\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u305b\u307e\u3057\u305f\u3002<\/p>\n<p>\u3042\u3068\u306f\u3001!pip install hoge\u3067\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308c\u3070StyleGAN2\u3092\u52d5\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u52302023\u5e748\u6708\u4e3a\u6b62\uff0cGoogle Colab\u7531\u4e8ePython 3.10\u3001TensorFlow 2.x\u548cCUD [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-27140","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4f7f\u7528\u6700\u65b0\u7684Google Colab\uff0c\u4f7f\u65e0\u6cd5\u8fd0\u884c\u7684StyleGAN2\u80fd\u591f\u8fd0\u884c\u7684\u65b9\u6cd5 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u4f7f\u7528\u6700\u65b0\u7684Google Colab\uff0c\u4f7f\u65e0\u6cd5\u8fd0\u884c\u7684StyleGAN2\u80fd\u591f\u8fd0\u884c\u7684\u65b9\u6cd5\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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