




import argparse
import os


lowercase__   :    int 					=      {
    "pytorch": {
        "1.13": {
            "torch": "1.13.1",
            "torchvision": "0.14.1",
            "torchaudio": "0.13.1",
            "python": 3.9,
            "cuda": "cu116",
            "install": (
                "python3 -m pip install --no-cache-dir -U torch==1.13.1 torchvision==0.14.1 torchaudio==0.13.1"
                " --extra-index-url https://download.pytorch.org/whl/cu116"
            ),
            "base_image": "nvidia/cuda:11.6.2-cudnn8-devel-ubuntu20.04",
        },
        "1.12": {
            "torch": "1.12.1",
            "torchvision": "0.13.1",
            "torchaudio": "0.12.1",
            "python": 3.9,
            "cuda": "cu113",
            "install": (
                "python3 -m pip install --no-cache-dir -U torch==1.12.1 torchvision==0.13.1 torchaudio==0.12.1"
                " --extra-index-url https://download.pytorch.org/whl/cu113"
            ),
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
        "1.11": {
            "torch": "1.11.0",
            "torchvision": "0.12.0",
            "torchaudio": "0.11.0",
            "python": 3.9,
            "cuda": "cu113",
            "install": (
                "python3 -m pip install --no-cache-dir -U torch==1.11.0 torchvision==0.12.0 torchaudio==0.11.0"
                " --extra-index-url https://download.pytorch.org/whl/cu113"
            ),
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
        "1.10": {
            "torch": "1.10.2",
            "torchvision": "0.11.3",
            "torchaudio": "0.10.2",
            "python": 3.9,
            "cuda": "cu113",
            "install": (
                "python3 -m pip install --no-cache-dir -U torch==1.10.2 torchvision==0.11.3 torchaudio==0.10.2"
                " --extra-index-url https://download.pytorch.org/whl/cu113"
            ),
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
        # torchaudio < 0.10 has no CUDA-enabled binary distributions
        "1.9": {
            "torch": "1.9.1",
            "torchvision": "0.10.1",
            "torchaudio": "0.9.1",
            "python": 3.9,
            "cuda": "cu111",
            "install": (
                "python3 -m pip install --no-cache-dir -U torch==1.9.1 torchvision==0.10.1 torchaudio==0.9.1"
                " --extra-index-url https://download.pytorch.org/whl/cu111"
            ),
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
    },
    "tensorflow": {
        "2.11": {
            "tensorflow": "2.11.1",
            "install": "python3 -m pip install --no-cache-dir -U tensorflow==2.11.1",
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
        "2.10": {
            "tensorflow": "2.10.1",
            "install": "python3 -m pip install --no-cache-dir -U tensorflow==2.10.1",
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
        "2.9": {
            "tensorflow": "2.9.3",
            "install": "python3 -m pip install --no-cache-dir -U tensorflow==2.9.3",
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
        "2.8": {
            "tensorflow": "2.8.2",
            "install": "python3 -m pip install --no-cache-dir -U tensorflow==2.8.2",
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
        "2.7": {
            "tensorflow": "2.7.3",
            "install": "python3 -m pip install --no-cache-dir -U tensorflow==2.7.3",
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
        "2.6": {
            "tensorflow": "2.6.5",
            "install": "python3 -m pip install --no-cache-dir -U tensorflow==2.6.5",
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
        "2.5": {
            "tensorflow": "2.5.3",
            "install": "python3 -m pip install --no-cache-dir -U tensorflow==2.5.3",
            "base_image": "nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04",
        },
    },
}


if __name__ == "__main__":
   lowercase__   :    Optional[Any] 					=      argparse.ArgumentParser("Choose the framework and version to install")
   parser.add_argument(
       "--framework", help="The framework to install. Should be `torch` or `tensorflow`", type=str, required=True
   )
   parser.add_argument("--version", help="The version of the framework to install.", type=str, required=True)
   lowercase__   :    Dict 					=      parser.parse_args()

   lowercase__   :    List[str] 					=      past_versions_testing[args.framework][args.version]

   os.system(F'echo "export INSTALL_CMD=\'{info["install"]}\'" >> ~/.profile')
   print(F'echo "export INSTALL_CMD=\'{info["install"]}\'" >> ~/.profile')

   lowercase__   :    int 					=      ""
   if args.framework == "pytorch":
      lowercase__   :    Optional[Any] 					=      info["cuda"]
   os.system(F'echo \"export CUDA=\'{cuda}\'\" >> ~/.profile')
   print(F'echo \"export CUDA=\'{cuda}\'\" >> ~/.profile')







from dataclasses import dataclass
from typing import List, Optional, Union

import numpy as np
import PIL

from ...utils import BaseOutput, is_invisible_watermark_available, is_torch_available, is_transformers_available




@dataclass
class     a__ (      UpperCamelCase__   ):
     a	:    Union[List[PIL.Image.Image], np.ndarray]


if is_transformers_available() and is_torch_available() and is_invisible_watermark_available():
   from .pipeline_stable_diffusion_xl import StableDiffusionXLPipeline
   from .pipeline_stable_diffusion_xl_imgaimg import StableDiffusionXLImgaImgPipeline

