55 lines
2.1 KiB
Plaintext
55 lines
2.1 KiB
Plaintext
FROM docker.io/nvidia/cuda:11.8.0-devel-ubuntu22.04
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ENV DEBIAN_FRONTEND=noninteractive
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RUN apt-get update
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RUN apt-get install -y wget sudo pkg-config libopencv-dev unzip python3-pip
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RUN pip install torch==2.1.0 torchvision==0.16.0 torchaudio==2.1.0
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RUN mkdir /go
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ENV GOPATH=/go
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RUN wget https://go.dev/dl/go1.22.2.linux-amd64.tar.gz
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RUN tar -xvf go1.22.2.linux-amd64.tar.gz -C /usr/local
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ENV PATH=$PATH:/usr/local/go/bin
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RUN mkdir /app
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WORKDIR /app
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ADD go.mod .
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ADD go.sum .
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ADD main.go .
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ADD logic logic
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RUN go install || true
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WORKDIR /root
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RUN wget https://github.com/sugarme/gotch/releases/download/v0.9.0/setup-libtorch.sh
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RUN chmod +x setup-libtorch.sh
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ENV CUDA_VER=11.8
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ENV GOTCH_VER=v0.9.1
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RUN bash setup-libtorch.sh
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ENV GOTCH_LIBTORCH="/usr/local/lib/libtorch"
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ENV LIBRARY_PATH="$LIBRARY_PATH:$GOTCH_LIBTORCH/lib"
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ENV export CPATH="$CPATH:$GOTCH_LIBTORCH/lib:$GOTCH_LIBTORCH/include:$GOTCH_LIBTORCH/include/torch/csrc/api/include"
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ENV LD_LIBRARY_PATH="$LD_LIBRARY_PATH:$GOTCH_LIBTORCH/lib:/usr/lib64-nvidia:/usr/local/cuda-${CUDA_VERSION}/lib64"
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RUN wget https://github.com/sugarme/gotch/releases/download/v0.9.0/setup-gotch.sh
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RUN chmod +x setup-gotch.sh
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RUN echo 'root ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers
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RUN bash setup-gotch.sh
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RUN ln -s /usr/local/lib/libtorch/include/torch/csrc /usr/local/lib/libtorch/include/torch/csrc/api/include/torch
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RUN mkdir -p /go/pkg/mod/github.com/sugarme/gotch@v0.9.1/libtch/libtorch/include/torch/csrc/api
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RUN find /usr/local/lib/libtorch/include -maxdepth 1 -type d | tail -n +2 | grep -ve 'torch$' | xargs -I{} ln -s {} /go/pkg/mod/github.com/sugarme/gotch@v0.9.1/libtch/libtorch/include
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RUN ln -s /usr/local/lib/libtorch/include/torch/csrc/api/include /go/pkg/mod/github.com/sugarme/gotch@v0.9.1/libtch/libtorch/include/torch/csrc/api/include
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RUN find /usr/local/lib/libtorch/include/torch -maxdepth 1 -type f | xargs -I{} ln -s {} /go/pkg/mod/github.com/sugarme/gotch@v0.9.1/libtch/libtorch/include/torch
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RUN ln -s /usr/local/lib/libtorch/lib/libcudnn.so.8 /usr/local/lib/libcudnn.so
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WORKDIR /app
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ADD . .
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RUN go install || true
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CMD ["bash", "-c", "go run ."]
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