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aws / sagemaker-pytorch-inference-toolkit

Toolkit for allowing inference and serving with PyTorch on SageMaker. Dockerfiles used for building SageMaker Pytorch Containers are at https://github.com/aws/deep-learning-containers.
Apache License 2.0
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unable to build #70

Closed AtsunoriFujita closed 4 years ago

AtsunoriFujita commented 4 years ago

I am unable to build an image with the dockerfile in this repo. I'm using gpu version and below is the error. How can I fix the error?

Environment : sagemaker And I cloned this repository.

pytorch 1.4.0 Step 18/27 : COPY mms-entrypoint.py /usr/local/bin/dockerd-entrypoint.py COPY failed: stat /var/lib/docker/tmp/docker-builder661779586/mms-entrypoint.py: no such file or directory

pytorch 1.2.0, 1.3.1 Step 15/26 : RUN curl -o ~/miniconda.sh -O https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh && chmod +x ~/miniconda.sh && ~/miniconda.sh -b -p /opt/conda && rm ~/miniconda.sh && /opt/conda/bin/conda update conda && /opt/conda/bin/conda install -y python=$PYTHON_VERSION cython==0.29.12 ipython==7.7.0 mkl-include==2019.4 mkl==2019.4 numpy==1.16.4 scipy==1.3.0 typing==3.6.4 && /opt/conda/bin/conda clean -ya ---> Running in 1733b9e3bc06 % Total % Received % Xferd Average Speed Time Time Time Current Dload Upload Total Spent Left Speed 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0 /bin/sh: 1: /opt/conda/bin/conda: not found The command '/bin/sh -c curl -o ~/miniconda.sh -O https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh && chmod +x ~/miniconda.sh && ~/miniconda.sh -b -p /opt/conda && rm ~/miniconda.sh && /opt/conda/bin/conda update conda&& /opt/conda/bin/conda install -y python=$PYTHON_VERSION cython==0.29.12 ipython==7.7.0 mkl-include==2019.4 mkl==2019.4 numpy==1.16.4 scipy==1.3.0 typing==3.6.4 && /opt/conda/bin/conda clean -ya' returned a non-zero code: 127

AtsunoriFujita commented 4 years ago

I resolved 1.4.0 error.

from COPY mms-entrypoint.py /usr/local/bin/dockerd-entrypoint.py COPY config.properties /home/model-server

to COPY ./docker/build_artifacts/mms-entrypoint.py /usr/local/bin/dockerd-entrypoint.py COPY ./docker/build_artifacts/config.properties /home/model-server

1.2.0, 1.3.1 are syntax errors. You will also need to change your PATH as you did in 1.4.0.

laurenyu commented 4 years ago

sorry to hear that you had trouble building the images, but glad to see that you were able to resolve the issue. Indeed, our documentation is rather out of date, but the expected workflow is to copy the files under docker/build_artifacts to the location of the Dockerfile you're using to build an image (example).

laurenyu commented 4 years ago

the Dockerfiles (and image building) have been moved to https://github.com/aws/deep-learning-containers