28 lines
889 B
Docker
28 lines
889 B
Docker
#
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# NOTE: Use the Makefiles to build this image correctly.
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#
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ARG BASE_IMG=<jupyter>
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FROM $BASE_IMG
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# args - software versions
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ARG PYTORCH_VERSION=2.1.0
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ARG TORCHAUDIO_VERSION=2.1.0
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ARG TORCHVISION_VERSION=0.16.0
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# nvidia container toolkit
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# https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/docker-specialized.html
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ENV NVIDIA_VISIBLE_DEVICES all
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ENV NVIDIA_DRIVER_CAPABILITIES compute,utility
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ENV NVIDIA_REQUIRE_CUDA "cuda>=12.1"
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# install - pytorch (cuda)
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RUN python3 -m pip install --quiet --no-cache-dir --index-url https://download.pytorch.org/whl/cu121 \
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torch==${PYTORCH_VERSION} \
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torchvision==${TORCHVISION_VERSION} \
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torchaudio==${TORCHAUDIO_VERSION}
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# install - requirements.txt
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COPY --chown=${NB_USER}:users requirements.txt /tmp
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RUN python3 -m pip install -r /tmp/requirements.txt --quiet --no-cache-dir \
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&& rm -f /tmp/requirements.txt |