fix tensorflow version
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DockerfileServer
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37
DockerfileServer
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FROM docker.io/nvidia/cuda:12.3.2-devel-ubuntu22.04
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ENV DEBIAN_FRONTEND=noninteractive
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# Sometimes you have to get update twice because ?
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RUN apt-get update
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RUN apt-get update
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RUN apt-get install -y wget unzip python3-pip vim python3 python3-pip curl
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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=$PATH:/usr/local/go/bin
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ENV GOPATH=/go
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RUN bash -c 'curl -L "https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-linux-x86_64-2.9.1.tar.gz" | tar -C /usr/local -xz'
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RUN bash -c 'curl -L "https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-linux-x86_64-2.15.0.tar.gz" | tar -C /usr/local -xz'
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RUN ldconfig
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RUN ln -s /usr/bin/python3 /usr/bin/python
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RUN python -m pip install nvidia-pyindex
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ADD requirements.txt .
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RUN python -m pip install -r requirements.txt
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ENV CUDNN_PATH=/usr/local/lib/python3.10/dist-packages/nvidia/cudnn
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ENV LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib/python3.10/dist-packages/nvidia/cudnn/lib
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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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CMD ["go", "run", "."]
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5
requirements.txt
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requirements.txt
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tensorflow[and-cuda] == 2.15.1
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pandas
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# Make sure to install the nvidia pyindex first
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# nvidia-pyindex
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nvidia-cudnn
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