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Use latest versions of cuda and diffusers #13

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31f3788
Update version of ShivamShrirao's diffusers
northfoxz Mar 8, 2023
2ea90c6
Merge pull request #1 from northfoxz/northfoxz-patch-1
northfoxz Mar 8, 2023
9bed2b7
Create note.md
northfoxz Apr 12, 2023
2918d87
Update note.md
northfoxz Apr 12, 2023
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12 changes: 5 additions & 7 deletions Dockerfile
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# syntax=docker/dockerfile:1
FROM pytorch/pytorch:1.12.1-cuda11.3-cudnn8-devel AS builder
FROM pytorch/pytorch:1.13.1-cuda11.6-cudnn8-runtime AS builder
WORKDIR /
ENV FORCE_CUDA=1 MAX_JOBS=3 TORCH_CUDA_ARCH_LIST="6.0 7.0 7.5 8.0 8.6" python_abi=cp37-cp37m
ENV FORCE_CUDA=1 MAX_JOBS=3 TORCH_CUDA_ARCH_LIST="6.0 7.0 7.5 8.0 8.6" python_abi=cp310-cp310m
RUN apt-get update && apt-get install -y git
RUN pip3 wheel -v git+https://github.com/facebookresearch/xformers
RUN pip3 wheel bitsandbytes

FROM pytorch/pytorch:1.12.1-cuda11.3-cudnn8-devel
FROM pytorch/pytorch:1.13.1-cuda11.6-cudnn8-runtime
WORKDIR /
RUN --mount=type=bind,target=whls,from=builder apt-get update && apt-get install -y git wget && \
git clone https://github.com/ShivamShrirao/diffusers && \
cd diffusers/examples/dreambooth/ && \
git checkout 4affee && \
pip install --no-cache-dir /diffusers triton==2.0.0.dev20220701 /whls/xformers*.whl /whls/bitsandbytes*.whl scipy pytorch-lightning && \
git checkout fbdf0a17055ffa34679cb34d986fabc1296d0785 && \
pip install --no-cache-dir /diffusers triton==2.0.0 scipy pytorch-lightning bitsandbytes-cuda116 && \
pip install --no-cache-dir -r requirements.txt && \
pip install --no-cache-dir -I markupsafe==2.0.1 OmegaConf && \
cp train_dreambooth.py / && \
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6 changes: 6 additions & 0 deletions note.md
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### build docker image

```
DOCKER_BUILDKIT=1 docker build . -t dreambooth:v1
```