Open gaborlegradi opened 1 year ago
That's a very good point! Did you get yours running? I'm stucked in the version-hell as well. What's the version working for you?
That's a very good point! Did you get yours running? I'm stucked in the version-hell as well. What's the version working for you?
Here are my notes, which I am not 100% sure that complete. I have abandoned playing with TransFusion, I will be back soon, then I awake again the repo from zero and I refresh here my notes.
Requirement: Conda or miniconda installed.
cd ~/install/ # Typically I use ~/install/ for storing install files.
chmod 777 cuda_11.0.2_450.51.05_linux.run
sudo sh cuda_11.0.2_450.51.05_linux.run # accept, only toolkit to be installed
/usr/local/cuda/bin/nvcc --version # Build cuda_11.0_bu.TC445_37.28540450_0 # nvcc --version
conda create -n trfu python=3.7 -y
conda activate trfu
conda install pytorch==1.7.0 torchvision==0.8.0 torchaudio==0.7.0 cudatoolkit=11.0 -c pytorch -y
pip install -U openmim # mim is the package management tool for the OpenMMLab projects, which makes it easy to install mmcv # https://mmcv.readthedocs.io/en/latest/get_started/installation.html
mim install "mmcv<=1.4.0"
mim install "mmdet<=2.10.0"
mim install mmcv-full==1.2.4
git clone https://github.com/open-mmlab/mmdetection3d.git
cd mmdetection3d
git checkout 9802d41
pip install -v -e . # or "python setup.py develop"
pip uninstall pycocotools -y
pip install mmpycocotools
pip uninstall mmpycocotools
pip install mmpycocotools
Then you can run demo/pcd_demo.py
Thanks a lot!!!! Have you got the Docker running btw?
Thanks a lot!!!! Have you got the Docker running btw?
I do not remember... I will fix that too sooner or later...
Thanks! Lemme know if you have any update. I'm gonna send you my notes too once I get mine working.
Hi,
I'm also trapped into version problem right now, tried all combinations between recommended mmcv (1.2.4 to 1.3.0) and mmdet (2.5.0 to 3.0.0) and it didn't work
Hey @changxu-zhang
I tried @gaborlegradi instruction but ran into cuda errors. So I tried it with cuda 11.1 and Pytorch 1.8.0
sudo sh cuda_11.1.0_455.23.05_linux.run --silent --toolkit --override
pip install torch==1.8.0+cu111 torchvision==0.9.0+cu111 torchaudio==0.8.0 -f https://download.pytorch.org/whl/torch_stable.html
pip install -U openmim
... and the further commands of the instruction
After that I had to copy/replace the following files to train with the nuscenes dataset. From the folder TransFusion/mmdet3d into the folder mmdetection3d/mmdet3d: ./models/detectors
./models/dense_heads
./core/bbox/coders
./core/bbox/assigners.py
./datasets
./datasets/pipelines
I'm pretty new into this. Maybe there is a better workaround.
Hi @DanielDoerr ,
Could you please post your mmcv, mmdet and mmdet3d version?
Thanks
@changxu-zhang
mmcv 1.4.0 mmcv-full 1.2.4 mmdet 2.10.0 mmdet3d 0.11.0
What errors do you get during the installation?
I also have many installation attempts before that. The only way that worked for me was the instructions from above. I installed it on Ubuntu 20.04 and also on WSL2.
Please make sure you install the correct CUDA version for your distribution.
hello @DanielDoerr @gaborlegradi I have a problem while installing mmdet 2.10.0 to try @gaborlegradi instroductions..
mim install "mmdet<=2.10.0" or pip install mmpycocotools:
ERROR: Failed building wheel for mmpycocotools I can't google abour this problem because the latest version of mmdet is no longer using mmpycocotools
I'm using CUDA 11.1 and pytorch 1.8.0, gcc 9.4.0 and ubuntu 20.04
how can I solve this problem to run Transfusion?
Hello, It is a really nice repo, however it is not out-of-the box anymore. I have been fighting version-hell for a while. I think that the problem is threefold: