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If you've struggled with shape bugs in PyTorch, NumPy or JAX you can use Pyrefly shape checking to catch mismatches statically, before you run your code: www.youtube.com/watch?v=2dAB... Also if you're at #pytorchcon you can chat to Avik and Steven IRL: events.linuxfoundation.org/pytorch-conf...