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Issues: pytorch/functorch

functorch 1.13 release tracker
#1038 opened Oct 6, 2022 by zou3519
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Issues list

Small difference between functorch grads and torch.autograd.grad
#1144 opened May 1, 2024 by alanjeffares
vmap does not support Tensor.clone()
#1143 opened Apr 10, 2024 by JustinS6626
Swapping 2 columns in a 2d tensor
#1142 opened Mar 13, 2024 by Kreativshikkk
wrapper->level().value() <= current_level INTERNAL ASSERT FAILED at "../aten/src/ATen/functorch/ADInterpreters.cpp":39
#1131 opened Jun 7, 2023 by ElegantLin
1
Per-sample-gradient: Get gradient 0 when using grad(params_tograd, params) with respect to part of model's parameters
#1122 opened Apr 1, 2023 by Ancientshi
1
How to get the jacobian matrix in GCNs?
#1113 opened Feb 27, 2023 by pcheng2
Error about using a grad transform with in-place operation is inconsistent with and without DDP
#1112 opened Feb 24, 2023 by XuchanBao
1
Use functional models inside usual nn.Module
#1111 opened Feb 15, 2023 by subho406
1
Performance drop because of not yet implemented batching rule for bincount
#1109 opened Feb 9, 2023 by IosiaLectus
item() support for vmap
#1108 opened Jan 28, 2023 by baskuit
2
Vmap and backward hook problem
#1106 opened Jan 19, 2023 by pmzzs
1
RuntimeError: Batching rule not implemented for aten::is_same_size. We could not generate a fallback.
#1104 opened Jan 17, 2023 by AlphaBetaGamma96
INTERNAL_ASSERT failed
#1103 opened Jan 16, 2023 by Jeff09
4
How to get only the last few layers' gradident?
#1101 opened Jan 13, 2023 by pmzzs
2
Will pmap be supported in functorh？
#1099 opened Jan 11, 2023 by shixun404
1
Unit Test Error When Testing vmap With Missing Module "autograd_function_db"
#1098 opened Jan 10, 2023 by sunmorgan
7
batching over model parameters
#1094 opened Jan 4, 2023 by LeanderK
2
[testing] Insufficient coverage in test suite
#1090 opened Dec 23, 2022 by kshitij12345
5
Add vmap support for PyTorch operators good first issue Good for newcomers
#1088 opened Dec 20, 2022 by zou3519
8 of 9 tasks
2
Entering and exiting a level should be done via the creation of Interpreter objects
#1084 opened Dec 12, 2022 by zou3519
vmap should accept a dim_size=None argument actionable It is clear what should be done for this issue small
#1081 opened Dec 9, 2022 by zou3519
make_fx fails with jacfwd (when used with torch.add(Tensor, Scalar))
#1078 opened Dec 7, 2022 by kshitij12345
1
tree-based level system
#1076 opened Dec 6, 2022 by zou3519
2
Performance drop for the batching rule for aten::_sparse_mm
#1075 opened Dec 4, 2022 by lrnzgiusti
2
Torch version constraints incompatible with NVIDIA NGC PyTorch image
#1072 opened Dec 1, 2022 by timeatokai
1
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