41 lines
1.4 KiB
Docker
41 lines
1.4 KiB
Docker
# Existing images:
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# --build-arg TORCH_VERSION=1.6.0 --build-arg CUDA_VERSION=10.1
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# --build-arg TORCH_VERSION=1.5 --build-arg CUDA_VERSION=10.1
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# --build-arg TORCH_VERSION=1.4 --build-arg CUDA_VERSION=10.1
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# --build-arg TORCH_VERSION=1.3 --build-arg CUDA_VERSION=10.1
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# --build-arg TORCH_VERSION=1.2 --build-arg CUDA_VERSION=10.0
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# --build-arg TORCH_VERSION=1.1.0 --build-arg CUDA_VERSION=10.0 --build-arg CUDNN_VERSION=7.5
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ARG TORCH_VERSION=1.6
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ARG CUDA_VERSION=10.1
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ARG CUDNN_VERSION=7
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FROM pytorch/pytorch:${TORCH_VERSION}-cuda${CUDA_VERSION}-cudnn${CUDNN_VERSION}-devel
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ENV HOROVOD_GPU_ALLREDUCE=NCCL
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ENV HOROVOD_GPU_BROADCAST=NCCL
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ENV HOROVOD_WITH_PYTORCH=1
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ENV HOROVOD_WITHOUT_TENSORFLOW=1
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ENV HOROVOD_WITHOUT_MXNET=1
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ENV HOROVOD_WITH_GLOO=1
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ENV HOROVOD_WITHOUT_MPI=1
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ENV PATH="$PATH:/root/.local/bin"
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ENV MAKEFLAGS="-j$(nproc)"
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COPY ./tests/install_AMP.sh install_AMP.sh
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COPY ./requirements/base.txt requirements.txt
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COPY ./requirements/extra.txt requirements-extra.txt
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COPY ./requirements/test.txt requirements-tests.txt
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COPY ./requirements/examples.txt requirements-examples.txt
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RUN apt-get update && apt-get install -y cmake && \
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# Install AMP
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bash install_AMP.sh && \
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pip install -r requirements.txt && \
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# HOROVOD_BUILD_ARCH_FLAGS="-mfma" && \
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pip install -r requirements-extra.txt && \
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pip install -r requirements-examples.txt && \
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pip install -r requirements-tests.txt && \
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rm requirements* && \
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pip list
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