39 lines
1.5 KiB
Docker
39 lines
1.5 KiB
Docker
# FROM 763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:1.13.1-gpu-py39-cu117-ubuntu20.04-sagemaker
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# FROM 763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:2.0.0-gpu-py310-cu118-ubuntu20.04-sagemaker
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FROM 763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-training:2.0.1-gpu-py310-cu118-ubuntu20.04-sagemaker
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# update environment
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RUN apt-get update -y
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# install pkg lib for proprocess in controlnet
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RUN apt-get install -y pkg-config
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RUN apt-get install -y libcairo2-dev
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COPY stable-diffusion-webui /opt/ml/code/
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# install requirements for webui
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# patch for opencv 4.7
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# https://stackoverflow.com/questions/68886239/cannot-uninstall-numpy-1-21-2-record-file-not-found
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RUN pip install trash-cli
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RUN trash /opt/conda/lib/python3.10/site-packages/opencv_python*
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RUN pip install -r /opt/ml/code/requirements.txt && pip install -r /opt/ml/code/extensions/sd_dreambooth_extension/requirements.txt \
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&& pip install -r /opt/ml/code/extensions/sd-webui-controlnet/requirements.txt
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RUN pip install torch==2.0.1
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RUN pip uninstall -y torchvision
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RUN pip install torchvision
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RUN pip uninstall -y torchaudio
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RUN pip install torchaudio
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RUN pip install xformers
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RUN pip install tensorflow==2.10
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RUN pip install pydantic
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RUN pip install safetensors
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RUN pip install omegaconf
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RUN rm /opt/ml/code/requirements.txt
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WORKDIR /opt/ml/code
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ENV TORCHDYNAMO_DISABLE 1
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ENV SAGEMAKER_PROGRAM extensions/stable-diffusion-aws-extension/build_scripts/training/sagemaker_entrypoint.py
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