{"id":9509,"date":"2022-08-26T21:06:22","date_gmt":"2022-08-26T12:06:22","guid":{"rendered":"https:\/\/pandanote.info\/?p=9509"},"modified":"2022-08-26T21:06:22","modified_gmt":"2022-08-26T12:06:22","slug":"nucfedora36pip%e3%81%ae%e6%a7%8b%e6%88%90%e3%81%a7stable-diffusion%e3%81%ae%e3%83%ad%e3%83%bc%e3%82%ab%e3%83%ab%e7%92%b0%e5%a2%83%e3%82%92%e6%a7%8b%e7%af%89%e3%81%97%e3%81%a6%e3%81%bf%e3%81%9f","status":"publish","type":"post","link":"https:\/\/pandanote.info\/?p=9509","title":{"rendered":"NUC+Fedora36+pip\u306e\u69cb\u6210\u3067Stable Diffusion\u306e\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u307f\u305f\u8a71\u3002"},"content":{"rendered":"

\u306f\u3058\u3081\u306b<\/h2>\n

2022\u5e747\u6708\u3042\u305f\u308a\u304b\u3089\u6025\u306b\u6d41\u884c\u308a\u3060\u3057\u305f\u753b\u50cf\u751f\u6210AI\u306e\u4e16\u754c\u3067\u3059\u304c\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u52d5\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u305d\u3046\u306a\u3082\u306e(Stable Diffusion)\u304c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306b\u306a\u3063\u305f\u3068\u306e\u60c5\u5831\u3092\u5165\u624b\u3057\u307e\u3057\u305f\u3002<\/p>\n

\u305d\u3053\u3067\u3001\u3068\u308a\u3042\u3048\u305aNUC+Fedora36+Anaconda3\u306e\u69cb\u6210\u3067\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u52d5\u4f5c\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u3053\u304e\u3064\u3051\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n

\u3057\u304b\u3057\u3001anaconda3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3067\u30b7\u30a7\u30eb\u306e\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8868\u793a\u5185\u5bb9\u3092\u5909\u3048\u3089\u308c\u3066\u3057\u307e\u3046\u3053\u3068\u306b\u304b\u306a\u308a\u5f37\u3044\u9055\u548c\u611f\u3092\u611f\u3058\u305f\u306e\u3067\u3001anaconda3\u306e\u304b\u308f\u308a\u306bpip\u3092\u4f7f\u3063\u3066Stable Diffusion\u3092\u7a3c\u50cd\u3055\u305b\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u305d\u308c\u3092\u4f7f\u3063\u3066Stable Diffusion\u306e\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u307f\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n

\u4e8b\u524d\u6e96\u5099<\/h2>\n

Stable Diffusion\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf(\u666e\u901a\u306b1GB\u3092\u8d85\u3048\u307e\u3059\u3002)\u3092GitHub\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u524d\u306b\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066git-lfs\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n

$ sudo dnf install git-lfs\/div>
\n <\/p>\n

git-lfs\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u3001txt2img.py\u306e\u5b9f\u884c\u6642\u306b\u3001<\/p>\n

_pickle.unpicklingerror invalid load key ‘v’<\/p><\/blockquote>\n

\u306a\u3069\u3069\u3044\u3046\u8b0e\u306e\u30a8\u30e9\u30fc\u306b\u906d\u9047\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u307e\u305f\u3001pip\u3092\u7528\u3044\u305fdlib\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u969b\u306b\u4f7f\u7528\u3057\u307e\u3059\u306e\u3067\u3001cmake\u3082\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n

$ sudo dnf install cmake<\/div>\n

 <\/p>\n

\u30d7\u30ed\u30b0\u30e9\u30e0\u7b49\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u53ca\u3073\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/h2>\n

\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9<\/h3>\n

Stable Diffusion\u306e\u672c\u5bb6\u306emain\u30d6\u30e9\u30f3\u30c1\u3067\u306f\u3053\u306e\u8a18\u4e8b\u3092\u6700\u521d\u306b\u66f8\u3044\u305f\u6642\u70b9(2022\u5e748\u6708)\u3067\u306fCUDA\u7d4c\u7531\u3067\u3057\u304b\u52d5\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u305f\u3081\u3001Apple Silicon\u306eGPU\u306e\u30b5\u30dd\u30fc\u30c8\u7528\u306e\u30b3\u30fc\u30c9\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u5225\u306e\u30d6\u30e9\u30f3\u30c1\u304b\u3089\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u3057\u307e\u3059\u3002<\/p>\n

\u305d\u3053\u3067\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n

$ git clone https:\/\/github.com\/magnusviri\/stable-diffusion.git
\n$ cd stable-diffusion
\n$ git checkout apple-silicon-mps-support<\/div>\n

 <\/p>\n

\u3059\u308b\u3068\u3001stable-diffusion\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u4e0b\u306bApple Silicon\u306eGPU\u30b5\u30dd\u30fc\u30c8\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u304c\u30c1\u30a7\u30c3\u30af\u30a2\u30a6\u30c8\u3055\u308c\u307e\u3059\u3002<\/p>\n

\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u53d6\u5f97<\/h3>\n

\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u306f\u3001\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u884c\u3044\u307e\u3059\u3002<\/p>\n

    \n
  1. huggingface.co\u306b\u767b\u9332\u3057\u3001\u30e6\u30fc\u30b6ID\u53ca\u3073\u30d1\u30b9\u30ef\u30fc\u30c9\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002<\/li>\n
  2. \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\n
    $ git clone https:\/\/huggingface.co\/CompVis\/stable-diffusion-v-1-4-original<\/div>\n

     \n<\/li>\n

  3. \u30e6\u30fc\u30b6ID\u53ca\u3073\u30d1\u30b9\u30ef\u30fc\u30c9\u306fhuggingface.co\u306b\u767b\u9332\u3057\u305f\u3082\u306e\u30922\u56de\u5165\u529b\u3057\u307e\u3059\u3002<\/li>\n
  4. 2\u56de\u76ee\u306eclone\u3067\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u308b\u304c\u3001stable-diffusion-v-1-4-original\u306e\u5834\u5408\u306f4GB\u304f\u3089\u3044\u3042\u3063\u3066\u305d\u308c\u306a\u308a\u306b\u6642\u9593\u304c\u304b\u304b\u308b\u306e\u3067\u3001\u30b3\u30fc\u30d2\u30fc\u2615\u3067\u3082\u98f2\u307f\u306a\u304c\u3089\u5f85\u3064\u3053\u3068\u3002<\/li>\n<\/ol>\n

    \u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u30ea\u30f3\u30af\u306e\u8a2d\u5b9a<\/h3>\n

    \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n

    $ cd stable-diffusion\/models\/ldm
    \n$ ln -s ..\/..\/..\/stable-diffusion-v-1-4-original stable-diffusion-v1
    \n$ cd stable-diffusion-v1
    \n$ ln -s sd-v1-4.ckpt model.ckpt<\/div>\n

     <\/p>\n

    pip\u3092\u7528\u3044\u305f\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n

    \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u624b\u9806<\/h3>\n

    \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306e\u624b\u9806\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n

      \n
    1. PyTorch\u306eWeb\u30b5\u30a4\u30c8<\/a>\u306b\u30a2\u30af\u30bb\u30b9\u3057\u307e\u3059\u3002<\/li>\n
    2. \u300cINSTALL PYTORCH\u300d\u306e\u30bb\u30af\u30b7\u30e7\u30f3\u306e\u30dc\u30bf\u30f3\u3092(\u4e0b\u56f3\u306e\u8d64\u77e2\u5370(a))\u306e\u3088\u3046\u306b\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002
      \n      \"\"<\/a><\/li>\n
    3. \u4e0a\u56f3\u306e\u8d64\u77e2\u5370(b)\u306bPyTorch\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u7528\u306e\u30b3\u30de\u30f3\u30c9\u304c\u73fe\u308c\u307e\u3059\u306e\u3067\u3001\u5b9f\u884c\u3057\u307e\u3059\u3002\u306a\u304a\u3001\u300cpip3\u300d\u3068\u3042\u308b\u306e\u306f\u300cpip\u300d\u306b\u8aad\u307f\u66ff\u3048\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002\n
      $ pip install –pre torch torchvision torchaudio –extra-index-url https:\/\/download.pytorch.org\/nightly\/cpu<\/div>\n

       \n<\/li>\n

    4. \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u3072\u305f\u3059\u3089\u5b9f\u884c\u3057\u307e\u3059\u3002\n
      $ pip install –upgrade pip
      \n$ pip install –upgrade numpy
      \n$ pip install opencv-python
      \n$ pip install omegaconf
      \n$ pip install tqdm
      \n$ pip install invisible-watermark
      \n$ pip install einops
      \n$ pip install pytorch-lightning
      \n$ pip install dlib
      \n$ pip install skimage
      \n$ pip install scikit-image
      \n$ pip install ai_tools\n<\/div>\n

       \n<\/li>\n

    5. ai_tools\/microsoft_demo.py\u306e74\u884c\u76ee\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4fee\u6b63\u3057\u307e\u3059\u3002\n
      print cl
      \n\u2193
      \nprint(cl)\n<\/div>\n

       \n<\/li>\n

    6. \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u3072\u305f\u3059\u3089\u5b9f\u884c\u3057\u307e\u3059\u3002\n
      $ pip install cognitive_face
      \n$ pip install zprint
      \n$ pip install test-tube
      \n$ pip install streamlit
      \n$ pip install albumentations
      \n$ pip install torch-fidelity
      \n$ pip install transformers
      \n$ pip install torchmetrics
      \n$ pip install kornia
      \n$ pip install diffusers
      \n$ pip install -e git+https:\/\/github.com\/CompVis\/taming-transformers.git@master#egg=taming-transformers
      \n$ pip install -e git+https:\/\/github.com\/openai\/CLIP.git@main#egg=clip<\/div>\n

       \n<\/li>\n

    7. $HOME\/.bashrc\u306b\u74b0\u5883\u5909\u6570PYTHONPATH\u306e\u8a2d\u5b9a\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\n
      export PYTHONPATH=”<\u30ab\u30ec\u30f3\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea>:$PYTHONPATH”<\/div>\n

       \n<\/li>\n<\/ol>\n

      \u6ce8\u610f\u4e8b\u9805<\/h3>\n

      pip\u3092\u4f7f\u3046\u3068ldm\u3068\u3044\u3046\u540d\u524d\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u3042\u3063\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3067\u304d\u307e\u3059\u304c\u3001Stable Diffusion\u3068\u306f\u7121\u95a2\u4fc2\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306a\u306e\u3067\u3001\u8aa4\u3063\u3066\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3057\u307e\u3063\u305f\u5834\u5408\u306b\u306f\u524a\u9664\u3059\u308b\u3053\u3068\u3002<\/p>\n

      \u753b\u50cf\u306e\u751f\u6210<\/h2>\n

      \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n

      $ python scripts\/txt2img.py --prompt “Realistic nightview of Yokohama” --plms --precision full<\/div>\n

       <\/p>\n

      2-3\u6642\u9593\u307b\u3069\u5f85\u3064\u3068\u3001prompt\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u6307\u5b9a\u3057\u305f\u6587\u5b57\u5217\u306b\u5bfe\u5fdc\u3059\u308b\u753b\u50cf\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u2193<\/p>\n

      \"\"<\/a><\/p>\n

      \u300c\u6a2a\u6d5c\u306e\u591c\u666f\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u4f5c\u3063\u3066\u307f\u307e\u3057\u305f\u304c\u3001\u3069\u3053\u3068\u306a\u304f\u6a2a\u6d5c\u3068\u9999\u6e2f\u3092\u8db3\u3057\u30662\u3067\u5272\u3063\u305f\u3088\u3046\u306a\u611f\u3058\u306e\u753b\u50cf\u304c\u751f\u6210\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n

      \u306a\u304a\u3001”--precision full”\u30aa\u30d7\u30b7\u30e7\u30f3\u306a\u3057\u3067\u5b9f\u884c\u3059\u308b\u3068\u3001<\/p>\n

      expected scaler type BFloat16 but found Float<\/p><\/blockquote>\n

      \u3068\u3044\u3046\u30a8\u30e9\u30fc\u304c\u51fa\u529b\u3055\u308c\u307e\u3059\u3002<\/p>\n

      \u307e\u3068\u3081<\/h2>\n

      \u8af8\u3005\u306e\u4e8b\u60c5\u3067\u52d5\u4f5c\u78ba\u8a8d\u306b\u4f7f\u7528\u3057\u3066\u3044\u308bNUC(\u3053\u3061\u3089\u306eNUC<\/a>\u306b\u306a\u308a\u307e\u3059\u3002CPU\u306fIntel(R) Core(TM) i5-7260U\u3067\u30e1\u30e2\u30ea\u306f32GB\u7a4d\u3093\u3067\u3044\u307e\u3059\u3002)\u3092anaconda3\u5c02\u7528\u6a5f\u3068\u3044\u3046\u304b\u3001Stable Diffusion\u5c02\u7528\u6a5f\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u96e3\u3057\u3044\u306e\u3067\u3001anaconda3\u306f\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001pip\u3067\u69cb\u7bc9\u3059\u308b\u9053\u3092\u63a2\u3063\u3066\u307f\u305f\u6b21\u7b2c\u3067\u3059\u3002<\/p>\n

      CUDA\u3084Apple Silicon\u306eMPS\u304c\u4f7f\u3048\u308b\u3068\u3082\u3046\u5c11\u3057\u51e6\u7406\u6642\u9593\u3092\u77ed\u7e2e\u3067\u304d\u308b\u306e\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u51e6\u7406\u6642\u9593\u304c\u304b\u304b\u308b\u3053\u3068\u3088\u308a\u3082anaconda3\u304c\u30b3\u30de\u30f3\u30c9\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8868\u793a\u3084\u74b0\u5883\u5909\u6570PATH\u306e\u8a2d\u5b9a\u7b49\u3092\u5909\u66f4\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u306b\u5bfe\u3057\u3066\u306e\u65b9\u306b\u3088\u308a\u9055\u548c\u611f\u3092\u6301\u3063\u3066\u3057\u307e\u3046\u65b9\u306b\u306f\u304a\u3059\u3059\u3081\u306e\u69cb\u7bc9\u65b9\u6cd5\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n

      \u3053\u306e\u8a18\u4e8b\u306f\u4ee5\u4e0a\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u306f\u3058\u3081\u306b 2022\u5e747\u6708\u3042\u305f\u308a\u304b\u3089\u6025\u306b\u6d41\u884c\u308a\u3060\u3057\u305f\u753b\u50cf\u751f\u6210AI\u306e\u4e16\u754c\u3067\u3059\u304c\u3001\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u52d5\u304b\u3059\u3053\u3068\u304c\u3067\u304d\u305d\u3046\u306a\u3082\u306e(Stable Diffusion)\u304c\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306b\u306a\u3063\u305f\u3068\u306e\u60c5\u5831\u3092\u5165\u624b\u3057\u307e\u3057\u305f\u3002 \u305d\u3053\u3067\u3001\u3068\u308a\u3042\u3048\u305aNUC+Fedora36+Anaconda3\u306e\u69cb\u6210\u3067\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u3066\u52d5\u4f5c\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u3053\u304e\u3064\u3051\u3066\u307f\u307e\u3057\u305f\u3002 \u3057\u304b\u3057\u3001anaconda3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3067\u30b7\u30a7\u30eb\u306e\u30b3\u2026 Read More »<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":9515,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8,26,18,15],"tags":[],"class_list":["post-9509","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fedora","category-github","category-nuc","category-pc"],"_links":{"self":[{"href":"https:\/\/pandanote.info\/index.php?rest_route=\/wp\/v2\/posts\/9509","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pandanote.info\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pandanote.info\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pandanote.info\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pandanote.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9509"}],"version-history":[{"count":5,"href":"https:\/\/pandanote.info\/index.php?rest_route=\/wp\/v2\/posts\/9509\/revisions"}],"predecessor-version":[{"id":9516,"href":"https:\/\/pandanote.info\/index.php?rest_route=\/wp\/v2\/posts\/9509\/revisions\/9516"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pandanote.info\/index.php?rest_route=\/wp\/v2\/media\/9515"}],"wp:attachment":[{"href":"https:\/\/pandanote.info\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pandanote.info\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pandanote.info\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}