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In my opinion, anything that touch compiled packages like pytorch should be packaged with conda/mamba on conda-forge. I found it is the only package manager for
by kwon-young 1y ago
In my opinion, anything that touch compiled packages like pytorch should be packaged with conda/mamba on conda-forge.
I found it is the only package manager for python which will reliably detect my hardware and install the correct version of every dependency.
- zbowling 1y agoTry pixi! Pixi is a much more sane way for building with conda + pypi packages in a single tool that makes this so much easier for torch development, regardless if you get the condaforge or pypi builds of pytorch. https://pixi.sh/latest/ https://pixi.sh/latest/
- kwon-young 1y agoI don't see the advantage ? In the comparative table, they claim that conda doesn't support: * lock file: which is false, you can freeze your environment * task runner: I don't need my package manager to be a task runner * project management: You can do 1 env per project ? I don't see the problem here... So no, please, just use conda/mamba and conda-forge.
- levocardia 1y agoLikewise, this was my experience. If ever I need to "pip anything" I know I'm in for a bad time. Conda is built for literally this exact problem. Still not a breeze, but much better than trying to manually freeze all your pip dependencies.