DeepLearningExamples/TensorFlow2/Segmentation/MaskRCNN/Dockerfile

# Copyright (c) 2020, NVIDIA CORPORATION. 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.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License 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.

ARG FROM_IMAGE_NAME=nvcr.io/nvidia/tensorflow:21.02-tf2-py3
FROM ${FROM_IMAGE_NAME}

LABEL model="MaskRCNN"

ENV DEBIAN_FRONTEND=noninteractive

RUN apt-get update && \
    apt-get install -y libsm6 libxext6 libxrender-dev python3-tk cmake && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

# install pybind11
RUN pip --no-cache-dir --no-cache install Cython pytest && \
    git clone -b v2.5.0 https://github.com/pybind/pybind11 /opt/pybind11 && \
    cd /opt/pybind11 && cmake . && make install && pip install .


# update protobuf 3 to 3.3.0
RUN \
    curl -OL https://github.com/protocolbuffers/protobuf/releases/download/v3.3.0/protoc-3.3.0-linux-x86_64.zip && \
    unzip -u protoc-3.3.0-linux-x86_64.zip -d protoc3 && \
    mv protoc3/bin/* /usr/local/bin/ && \
    mv protoc3/include/* /usr/local/include/

# switch work directory
ARG WORKSPACE=/workspace/mrcnn_tf2
WORKDIR ${WORKSPACE}

# install dependencies
ADD requirements.txt .
RUN pip install -r requirements.txt

# copy code
ADD . ${WORKSPACE}