Dockerfile

# Copyright 2017-2018 Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"). You
# may not use this file except in compliance with the License. A copy of
# the License is located at
#
#     http://aws.amazon.com/apache2.0/
#
# or in the "license" file accompanying this file. This file is
# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF
# ANY KIND, either express or implied. See the License for the specific
# language governing permissions and limitations under the License.

# For more information on creating a Dockerfile
# https://docs.docker.com/compose/gettingstarted/#step-2-create-a-dockerfile
# https://github.com/awslabs/amazon-sagemaker-examples/master/advanced_functionality/pytorch_extending_our_containers/pytorch_extending_our_containers.ipynb
ARG REGION=us-east-1

# SageMaker PyTorch image
FROM 763104351884.dkr.ecr.$REGION.amazonaws.com/pytorch-training:1.4.0-gpu-py3

# /opt/ml and all subdirectories are utilized by SageMaker, we use the /code subdirectory to store our user code.
COPY . /opt/ml/code/

RUN pip install requests
RUN pip install regex
RUN pip install pandas

RUN cd /opt/ml/code && \
    pip install --editable . && \
    rm setup.py

RUN git clone https://github.com/NVIDIA/apex && cd apex && pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" --global-option="--deprecated_fused_adam" ./

# ENV PYTHONUNBUFFERED=TRUE

# this environment variable is used by the SageMaker PyTorch container to determine our user code directory.
ENV SAGEMAKER_SUBMIT_DIRECTORY /opt/ml/code

# this environment variable is used by the SageMaker PyTorch container to determine our program entry point
# for training and serving.
# For more information: https://github.com/aws/sagemaker-pytorch-container
ENV SAGEMAKER_PROGRAM train.py


# RUN git clone https://github.com/NVIDIA/apex.git && cd apex && python setup.py install --cuda_ext --cpp_ext