Added pinning to remote dependencies

Docker/Dockerfile

@@ -1,4 +1,4 @@
-FROM nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04 
+FROM nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04
 
 RUN apt-get update && apt-get install -y \
     cmake \
@@ -7,7 +7,7 @@ RUN apt-get update && apt-get install -y \
     git \
     rsync \
     sudo \
-    zip \ 
+    zip \
     vim \
     ssh \
     unzip \
@@ -27,25 +27,28 @@ RUN apt-get update && apt-get install -y \
     libxi-dev \
     libatlas-base-dev \
     libsuitesparse-dev \
-    libcgal-dev \ 
+    libcgal-dev \
     libeigen3-dev \
+    libmetis-dev  \
   && rm -rf /var/lib/apt/lists/*
 
 # Install Ceres Solver
 RUN git clone https://ceres-solver.googlesource.com/ceres-solver
 RUN mkdir -p ceres-solver/build
-WORKDIR ceres-solver/build
-RUN cmake -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF .. && make -j$(nproc) && make install && make clean 
+WORKDIR ceres-solver
+RUN git checkout 1.14.0
+WORKDIR build
+RUN cmake -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF .. && make -j$(nproc) && make install && make clean
 WORKDIR /
 
 # Install Colmap
 RUN git clone https://github.com/colmap/colmap
-RUN mkdir -p colmap/build
-WORKDIR colmap/build
+WORKDIR colmap
+RUN git reset --hard 30521f1
+WORKDIR build
 RUN cmake -DCMAKE_BUILD_TYPE=Release -DTESTS_ENABLED=OFF .. && make -j$(nproc) && make install && make clean
 WORKDIR /
 
-
 # Install Miniconda
 RUN curl -so /miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh \
  && chmod +x /miniconda.sh \
@@ -54,7 +57,6 @@ RUN curl -so /miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-latest
 
 ENV PATH=/miniconda/bin:$PATH
 
-
 # Create a Python 3.6 environment
 RUN conda install -y conda-build \
  && conda create -y --name py36 python=3.6.7 \
@@ -70,17 +72,21 @@ RUN conda install -y pytorch=1.5.0 torchvision=0.6.0 cudatoolkit=10.2 -c pytorch
 RUN conda install opencv
 
 RUN pip install \
-  open3d>=0.10.0.0 \
-  trimesh>=3.7.6 \
-  pyquaternion>=0.9.5 \
-  pytorch-lightning>=0.8.5 \
+  open3d==0.10.0.0 \
+  trimesh==3.7.6    \
+  pyquaternion==0.9.5 \
+  protobuf===3.6.0  \
+  pytorch-lightning==0.8.5 \
   pyrender>=0.1.43 \
   scikit-image
 RUN python -m pip install detectron2 -f https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.5/index.html
 
 # For 16bit mixed precision
 RUN git clone https://github.com/NVIDIA/apex
-RUN pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./apex
+WORKDIR apex
+RUN git reset --hard 3fe10b5597ba14a748ebb271a6ab97c09c5701ac
+RUN pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./
+WORKDIR /
 
 # add headless support for pyrender
 # https://pyrender.readthedocs.io/en/latest/install/index.html
@@ -91,13 +97,14 @@ RUN apt update -y \
   && apt install -f -y
 # install a Compatible Fork of PyOpenGL
 RUN git clone https://github.com/mmatl/pyopengl.git \
-  && pip install ./pyopengl
-
+  && cd pyopengl \
+  && git reset --hard 76d1261 \
+  && pip install .
 
 RUN echo "export PATH=$CONDA_PREFIX/bin:$PATH" >> /etc/profile
 RUN echo "export PYTHONPATH=/miniconda/envs/lib/python3.6/site-packages:$PYTHONPATH" >> /etc/profile
 RUN echo "export NCCL_LL_THRESHOLD=0" >> /etc/profile
 RUN echo "umask 002" >> /etc/profile
+RUN echo "source activate py36" > ~/.bashrc
 
 ENV NCCL_LL_THRESHOLD=0
-

inference_colmap.py

@@ -171,4 +171,4 @@ def main():
     for scene in scenes:
         process(scene, args.pathout, args.stride, args.scale)
 
-main()
+main()