From 8bf77f58f18f9c522dfbe44bdcbf83e1eb463da7 Mon Sep 17 00:00:00 2001 From: Kristian Polso Date: Wed, 10 Apr 2024 16:25:11 +0300 Subject: [PATCH] ROCM support in Docker --- docker-compose.yml | 13 +++++ services/AUTOMATIC1111/Dockerfile.rocm | 70 ++++++++++++++++++++++++++ 2 files changed, 83 insertions(+) create mode 100644 services/AUTOMATIC1111/Dockerfile.rocm diff --git a/docker-compose.yml b/docker-compose.yml index a1cc6c265..bf131183d 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -33,6 +33,19 @@ services: environment: - CLI_ARGS=--allow-code --medvram --xformers --enable-insecure-extension-access --api + auto-rocm: + <<: *base_service + profiles: ["auto-rocm"] + build: + context: ./services/AUTOMATIC1111 + dockerfile: Dockerfile.rocm + devices: + - "/dev/kfd" + - "/dev/dri" + deploy: {} + environment: + - CLI_ARGS=--allow-code --medvram --enable-insecure-extension-access --api + auto-cpu: <<: *automatic profiles: ["auto-cpu"] diff --git a/services/AUTOMATIC1111/Dockerfile.rocm b/services/AUTOMATIC1111/Dockerfile.rocm new file mode 100644 index 000000000..47a39c0d4 --- /dev/null +++ b/services/AUTOMATIC1111/Dockerfile.rocm @@ -0,0 +1,70 @@ +FROM alpine/git:2.36.2 as download + +COPY clone.sh /clone.sh + + +RUN . /clone.sh stable-diffusion-stability-ai https://github.com/Stability-AI/stablediffusion.git cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf \ + && rm -rf assets data/**/*.png data/**/*.jpg data/**/*.gif + +RUN . /clone.sh CodeFormer https://github.com/sczhou/CodeFormer.git c5b4593074ba6214284d6acd5f1719b6c5d739af \ + && rm -rf assets inputs + +RUN . /clone.sh BLIP https://github.com/salesforce/BLIP.git 48211a1594f1321b00f14c9f7a5b4813144b2fb9 +RUN . /clone.sh k-diffusion https://github.com/crowsonkb/k-diffusion.git ab527a9a6d347f364e3d185ba6d714e22d80cb3c +RUN . /clone.sh clip-interrogator https://github.com/pharmapsychotic/clip-interrogator 2cf03aaf6e704197fd0dae7c7f96aa59cf1b11c9 +RUN . /clone.sh generative-models https://github.com/Stability-AI/generative-models 45c443b316737a4ab6e40413d7794a7f5657c19f + + +FROM rocm/pytorch:rocm6.0.2_ubuntu22.04_py3.10_pytorch_2.1.2 + +ENV DEBIAN_FRONTEND=noninteractive PIP_PREFER_BINARY=1 + +RUN --mount=type=cache,target=/var/cache/apt \ + apt-get update && \ + # we need those + apt-get install -y fonts-dejavu-core rsync git jq moreutils aria2 \ + # extensions needs those + ffmpeg libglfw3-dev libgles2-mesa-dev pkg-config libcairo2 libcairo2-dev build-essential + + +RUN python -m pip install --upgrade pip wheel + +WORKDIR / +RUN --mount=type=cache,target=/root/.cache/pip \ + git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git && \ + cd stable-diffusion-webui && \ + git reset --hard cf2772fab0af5573da775e7437e6acdca424f26e && \ + pip install -r requirements_versions.txt + + +ENV ROOT=/stable-diffusion-webui + +COPY --from=download /repositories/ ${ROOT}/repositories/ +RUN mkdir ${ROOT}/interrogate && cp ${ROOT}/repositories/clip-interrogator/clip_interrogator/data/* ${ROOT}/interrogate +RUN --mount=type=cache,target=/root/.cache/pip \ + pip install -r ${ROOT}/repositories/CodeFormer/requirements.txt + +RUN --mount=type=cache,target=/root/.cache/pip \ + pip install pyngrok xformers==0.0.23.post1 \ + git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379 \ + git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1 \ + git+https://github.com/mlfoundations/open_clip.git@v2.20.0 + +# there seems to be a memory leak (or maybe just memory not being freed fast enough) that is fixed by this version of malloc +# maybe move this up to the dependencies list. +RUN apt-get -y install libgoogle-perftools-dev && apt-get clean +ENV LD_PRELOAD=libtcmalloc.so + +COPY . /docker + +RUN \ + # mv ${ROOT}/style.css ${ROOT}/user.css && \ + # one of the ugliest hacks I ever wrote \ + sed -i 's/in_app_dir = .*/in_app_dir = True/g' /opt/conda/envs/py_3.10/lib/python3.10/site-packages/gradio/routes.py && \ + git config --global --add safe.directory '*' + +WORKDIR ${ROOT} +ENV CLI_ARGS="" +EXPOSE 7860 +ENTRYPOINT ["/docker/entrypoint.sh"] +CMD python -u webui.py --listen --port 7860 ${CLI_ARGS}