Zachary DeVito @Zachary_DeVito
PyTorch Core Developer and researcher at FAIR. I work on Tensor programming models. Joined June 2022-
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Zachary DeVito retweeted
Debugging memory issues or curious how PyTorch manages GPU memory? This guide by @Zachary_DeVito walks through how it works. bit.ly/3ghH3K2
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Want to understand where your PyTorch program is allocating GPU memory, or why it ran out? We recently added an experimental API for visualizing allocated GPU memory in PyTorch using flamegraphs. Check it out in newer nightly builds. zdevito.github.io/2022/08/16/mem…
We're developing a new take on named tensors by adding dimensions objects to PyTorch. No need to figure out how gather works, expressions look like a loop body but execute as a single kernel. Lots more examples here colab.research.google.com/drive/1BsVkddt…
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@Zachary_DeVito Hi Zachary, I'm glad you're working on this important problem. Some years ago I also prototyped some "dimension objects" much like yours. The idea didn't catch on at the time, but perhaps you'll still find a useful idea or two in there? Take a look! :) github.com/kach/torchsaber
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