ROCM support in Docker

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"]

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/[email protected]
+
+# 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}