I would really appreciate some help in getting PyTorch working in Anaconda.
I created a new Anaconda environment and then ran:
conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia
and got the following messages:
The following specifications were found to be incompatible with each other:
Output in format: Requested package → Available versions
Package setuptools conflicts for:
python=3.12 → pip → setuptools
pytorch → jinja2 → setuptools
torchvision → setuptoolsPackage requests conflicts for:
python=3.12 → pip → requests
torchvision → requestsPackage typing conflicts for:
pytorch → typing_extensions → typing[version=‘>=3.6.2|>=3.7.4’]
torchvision → typing_extensions → typing[version=‘>=3.6.2|>=3.7.4’]Package pytorch-cuda conflicts for:
torchaudio → pytorch-cuda[version='11.6.|11.7.|11.8.|12.1.']
torchaudio → pytorch==2.1.0 → pytorch-cuda[version=‘>=11.6,<11.7|>=11.7,<11.8|>=11.8,<11.9|>=12.1,<12.2’]
pytorch → pytorch-cuda[version=‘>=11.6,<11.7|>=11.7,<11.8|>=11.8,<11.9|>=12.1,<12.2’]
torchvision → pytorch==2.1.0 → pytorch-cuda[version=‘>=11.6,<11.7|>=11.7,<11.8|>=11.8,<11.9|>=12.1,<12.2’]
torchvision → pytorch-cuda[version='11.6.|11.7.|11.8.|12.1.']Package pytorch conflicts for:
torchaudio → pytorch[version=‘1.10.0|1.10.1|1.10.2|1.11.0|1.12.0|1.12.1|1.13.0|1.13.1|2.0.0|2.0.1|2.1.0|1.9.1|1.9.0|1.8.1|1.8.0|1.7.1|1.7.0|1.6.0’]
torchvision → pytorch[version=‘1.10.0|1.10.1|1.10.2|1.11.0|1.12.0|1.12.1|1.13.0|1.13.1|2.0.0|2.0.1|2.1.0|1.9.1|1.9.0|1.8.1|1.8.0|1.7.1|1.7.0|1.6.0|1.5.1’]The following specifications were found to be incompatible with your system:
- pytorch → sympy → __unix*
Your installed version is: not available
Note that strict channel priority may have removed packages required for satisfiability.
I also tried:
conda install pytorch torchvision torchaudio pytorch-cuda=11.8 -c pytorch -c nvidia
conda install pytorch torchvision torchaudio pytorch-cuda=11.2 -c pytorch -c nvidia
(the same CUDA as the root of my PC)
conda install pytorch pytorch-cuda=12.1 -c pytorch -c nvidia
pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121
They all fail…
I’m running Windows 11, with a RTX3060mobile
Objective: train classification models with BERT on my PC
Any suggestions on how to precced?
Thanks!