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manurare / 360monodepth

Code release for 360monodepth. With our framework we achieve monocular depth estimation for high resolution 360° images based on aligning and blending perspective depth maps.
https://manurare.github.io/360monodepth/
MIT License
159 stars 33 forks source link

Unknown runtime specified nvidia. #8

Closed ben-morrissey closed 2 years ago

ben-morrissey commented 2 years ago

Hello,

The result of your program looks amazing, I am trying to run the code myself to take a live look but when I try to run the code after the docker builds successfully it provides me this error: docker: Error response from daemon: Unknown runtime specified nvidia.

I then modified the docker run command to use the --gpus all instead of the --runtime=nvidia command, this got me a little further however I still get a NVIDIA GeForce RTX 3070 with CUDA capability sm_86 is not compatible with the current PyTorch installation error.

Am I doing something wrong, do you have any advice?

Thank you.

pablodawson commented 2 years ago

I had the same problem. Just entered the docker container terminal and installed torch again: pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113 Then ran "setup.py" in the same container and worked.

manurare commented 2 years ago

Hi. Try to install a new version of pytorch as indicated by @pablodawson

ben-morrissey commented 2 years ago

Thank you so much for your help, I tried the suggestion provided however unfortunately it did not work.

I however found that what I needed to do was to install pytorch using the command below: pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f [https://download.pytorch.org/whl/torch_stable.html](https://download.pytorch.org/whl/torch_stable.html%60)

I also used trust_repo=True to the midas = torch.hub.load call on line 190, 192, 195 and 197 of the python file 360monodepth/code/python/src/utility/depthmap_utils.py to supress a warning about an untrusted repo.

Lastly I added add torch.hub._validate_not_a_forked_repo=lambda a,b,c: True to line 189 (above the calls to torch.hub.load) in the file 360monodepth/code/python/src/utility/depthmap_utils.py to stop a 403 error I would get from the pytorch calls.

Thank you again so much for your help with this. I really appreciate it.