Palisand
commented
1 year ago Here is what I ran in the VM, up to the unit tests run:
sudo apt update
sudo apt install -y wget git
# miniconda
wget https://repo.anaconda.com/miniconda/Miniconda3-py39_4.12.0-Linux-x86_64.sh
bash Miniconda3-py39_4.12.0-Linux-x86_64.sh
source .bashrc
# COLMAP - https://colmap.github.io/install.html
sudo apt install -y \
cmake \
build-essential \
libboost-program-options-dev \
libboost-filesystem-dev \
libboost-graph-dev \
libboost-system-dev \
libboost-test-dev \
libeigen3-dev \
libsuitesparse-dev \
libfreeimage-dev \
libmetis-dev \
libgoogle-glog-dev \
libgflags-dev \
libglew-dev \
qtbase5-dev \
libqt5opengl5-dev \
libcgal-dev
sudo apt install -y libatlas-base-dev libsuitesparse-dev
git clone https://ceres-solver.googlesource.com/ceres-solver
cd ceres-solver
git checkout $(git describe --tags) # Checkout the latest release
mkdir build
cd build
cmake .. -DBUILD_TESTING=OFF -DBUILD_EXAMPLES=OFF
make -j
sudo make install
cd ~
git clone https://github.com/colmap/colmap.git
cd colmap
git checkout dev
mkdir build
cd build
cmake ..
make -j
sudo make install
colmap -h
## Install & configure MultiNERF
cd ~
git clone https://github.com/google-research/multinerf.git
cd multinerf
conda create --name multinerf python=3.9
conda activate multinerf
conda install pip
pip install --upgrade pip
pip install -r requirements.txt
pip install tensorflow==2.9.1 # match TPU software version
git clone https://github.com/rmbrualla/pycolmap.git ./internal/pycolmap
./scripts/run_all_unit_tests.sh
jonbarron
TPU type: v3-8 TPU software version: tpu-vm-tf-2.9.1
Installed PIP packages / `pip freeze` output (click to expand)
``` absl-py==1.2.0 asttokens==2.0.8 astunparse==1.6.3 backcall==0.2.0 cachetools==5.2.0 certifi @ file:///opt/conda/conda-bld/certifi_1655968806487/work/certifi charset-normalizer==2.1.1 chex==0.1.4 colorama==0.4.5 commonmark==0.9.1 cycler==0.11.0 decorator==5.1.1 dm-pix==0.3.3 dm-tree==0.1.7 etils==0.7.1 executing==1.0.0 flatbuffers==1.12 flax==0.6.0 fonttools==4.37.1 gast==0.4.0 gin-config==0.5.0 google-auth==2.11.0 google-auth-oauthlib==0.4.6 google-pasta==0.2.0 grpcio==1.48.1 h5py==3.7.0 idna==3.3 importlib-metadata==4.12.0 importlib-resources==5.9.0 ipython==8.5.0 jax==0.3.17 jaxlib==0.3.15 jedi==0.18.1 keras==2.9.0 Keras-Preprocessing==1.1.2 kiwisolver==1.4.4 libclang==14.0.6 Markdown==3.4.1 MarkupSafe==2.1.1 matplotlib==3.5.3 matplotlib-inline==0.1.6 mediapy==1.1.0 msgpack==1.0.4 numpy==1.23.3 oauthlib==3.2.1 opencv-python==4.6.0.66 opt-einsum==3.3.0 optax==0.1.3 packaging==21.3 parso==0.8.3 pexpect==4.8.0 pickleshare==0.7.5 Pillow==9.2.0 prompt-toolkit==3.0.31 protobuf==3.19.4 ptyprocess==0.7.0 pure-eval==0.2.2 pyasn1==0.4.8 pyasn1-modules==0.2.8 Pygments==2.13.0 pyparsing==3.0.9 python-dateutil==2.8.2 PyYAML==6.0 rawpy==0.17.2 requests==2.28.1 requests-oauthlib==1.3.1 rich==11.2.0 rsa==4.9 scipy==1.9.1 six==1.16.0 stack-data==0.5.0 tensorboard==2.9.1 tensorboard-data-server==0.6.1 tensorboard-plugin-wit==1.8.1 tensorflow==2.9.1 tensorflow-estimator==2.9.0 tensorflow-io-gcs-filesystem==0.27.0 termcolor==2.0.0 toolz==0.12.0 traitlets==5.3.0 typing_extensions==4.3.0 urllib3==1.26.12 wcwidth==0.2.5 Werkzeug==2.2.2 wrapt==1.14.1 zipp==3.8.1 ```Note the
tensorflowversion matches the TPU software version (2.9.1).The test failures:
Training errors: