DeepLearningExamples/TensorFlow2/Segmentation/MaskRCNN/Dockerfile
2020-06-27 11:52:08 +02:00

58 lines
2 KiB
Docker

#===============================================================================
#
# 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:20.06-tf1-py3
FROM ${FROM_IMAGE_NAME}
ENV DEBIAN_FRONTEND=noninteractive
RUN rm -rf /workspace && mkdir -p /workspace
ADD . /workspace
WORKDIR /workspace
RUN apt-get update && \
apt-get install -y libsm6 libxext6 libxrender-dev python3-tk cmake && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
# Make sure python and pip points to pip3 and python3
RUN python -m pip install --upgrade pip && \
pip --no-cache-dir --no-cache install \
Cython \
matplotlib \
opencv-python-headless \
mpi4py \
Pillow \
pytest \
pyyaml && \
git clone https://github.com/pybind/pybind11 /opt/pybind11 && \
cd /opt/pybind11 && cmake . && make install && pip install . && \
pip --no-cache-dir --no-cache install \
'git+https://github.com/NVIDIA/cocoapi#egg=pycocotools&subdirectory=PythonAPI' && \
pip --no-cache-dir --no-cache install \
'git+https://github.com/NVIDIA/dllogger'
# 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/