Can’t Get MMCV build to detect My Conda Env’s Cuda
I installed pytorch via conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia
then installed conda install cuda=11.8 -c nvidia
just to get the build tools but after running pip install -U openmim
and then mim install mmcv
I get a The detected CUDA version (12.5) mismatches the version that was used to compile PyTorch (11.8). Please make sure to use the same CUDA versions.
error even though running nvcc -V
shows cuda 11.8. My host machine is running cuda 12.5. How do I fix this issue?(and what’s the difference between all the cuda conda packages like cuda
, cudatoolkit
, cudatoolkit-dev
, and cuda-toolkit
?)