feat(server) Enable ML support for ARM CPUs (#1880)
* Install nightly release of pytorch to enable ML support for arm CPUs * Remove linux/arm/v7 from ML docker builds * Add --no-cache-dir to torch installation command in ML image build * Use PIP_NO_CACHE_DIR option in ML build to further decrease image size
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2 changed files with 6 additions and 5 deletions
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.github/workflows/docker.yml
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.github/workflows/docker.yml
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@ -29,7 +29,7 @@ jobs:
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platforms: "linux/arm/v7,linux/amd64,linux/arm64"
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- context: "machine-learning"
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image: "immich-machine-learning"
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platforms: "linux/amd64"
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platforms: "linux/amd64,linux/arm64"
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- context: "nginx"
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image: "immich-proxy"
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platforms: "linux/arm/v7,linux/amd64,linux/arm64"
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@ -1,15 +1,16 @@
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FROM python:3.10
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ENV TRANSFORMERS_CACHE=/cache
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ENV PYTHONDONTWRITEBYTECODE 1
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ENV PYTHONUNBUFFERED 1
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ENV TRANSFORMERS_CACHE=/cache \
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PYTHONDONTWRITEBYTECODE=1 \
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PYTHONUNBUFFERED=1 \
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PIP_NO_CACHE_DIR=true
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WORKDIR /usr/src/app
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RUN python -m venv /opt/venv
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ENV PATH="/opt/venv/bin:$PATH"
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RUN pip install --no-cache-dir torch==1.13.1+cpu -f https://download.pytorch.org/whl/torch_stable.html
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RUN pip install --pre torch -f https://download.pytorch.org/whl/nightly/cpu/torch_nightly.html
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RUN pip install transformers tqdm numpy scikit-learn scipy nltk sentencepiece flask Pillow
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RUN pip install --no-deps sentence-transformers
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