by fouronnes3
5 subcomments
- I work on differentiable geometric optics with PyTorch. Seeing a list like this is really illustrative of the power that PyTorch provides when you start considering it like a general purpose GPU-enabled state of the art numerical optimization framework.
One thing I wonder is why no one has made a fork of PyTorch yet that removes all the API surface that doesn't produce GPU friendly code. Make dtype and device arg mandatory without defaults, remove in place operations that trigger a CPU sync, etc. This would increase confidence that written code will run on the GPU and pass torch.export() on the first try.
- What is sad is that:
- many projects are arrived.
- It is unclear who is responsible for the updates.
I work on one of the projects in the list, need to update a link to the project, as old one is not actual anymore. And unclear how to do it => at least with respect to my project Albumentations, the landscape is outdated :(
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Also, added the project to the Pytorch Ecosystem many years back, but if you ask me about practical value of being the part of the Ecosystem, I would not be able to tell you anything useful.
by jeremyscanvic
0 subcomment
- I work on one of the projects featured in the PyTorch Ecosystem [1] and I really recommend it to anyone working on a PyTorch library. Their team is really responsive and they even offer promotion on their blog & social media.
[1] https://github.com/deepinv/deepinv
- Interesting to see that PyTorch has become the de-facto standard after it seemed for a while that the dust had settled on Tensorflow.
I also thought that Jax would in turn take over after PyTorch but it never seemed to quite take off (still in use though from what I can tell).
- Not sure about the link, the official landscape URL seems to be this (same data probably):
https://landscape.pytorch.org/
by ViscountPenguin
0 subcomment
- Pyro is really cool if you're into probabilistic programming languages, but the Numpyro is significantly faster iirc.
- Pytorch3D is flagged as archived even though it isn't on GitHub.
- Interesting to see clearml but not its bigger counterpart mlflow
- Great stuff, thanks for posting.
- [dead]
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