pytorch functorch issues

pytorch / functorch

functorch is JAX-like composable function transforms for PyTorch.

https://pytorch.org/functorch/

BSD 3-Clause "New" or "Revised" License

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issues

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Small difference between functorch grads and torch.autograd.grad

#1144 alanjeffares opened 1 month ago
0
vmap does not support Tensor.clone()

#1143 JustinS6626 opened 2 months ago
0
Swapping 2 columns in a 2d tensor

#1142 Kreativshikkk opened 3 months ago
0
wrapper->level().value() <= current_level INTERNAL ASSERT FAILED at "../aten/src/ATen/functorch/ADInterpreters.cpp":39

#1131 ElegantLin opened 1 year ago
1
Remove CircleCI

#1125 bigfootjon closed 1 year ago
0
vmap fails if your model includes full_backward_hook in pytorch2.0

#1124 AlphaBetaGamma96 closed 1 year ago
1
Can I call torch.utils.data.WeightedRandomSampler inside vmap?

#1123 kwmaeng91 closed 1 year ago
1
Per-sample-gradient: Get gradient 0 when using grad(params_tograd, params) with respect to part of model's parameters

#1122 Ancientshi opened 1 year ago
1
Fix hyperlinks to migration guide

#1121 zou3519 closed 1 year ago
0
Update website to 2.0

#1120 zou3519 closed 1 year ago
0
Stage docs; fix versioning

#1116 zou3519 closed 1 year ago
0
[release] Prepare dummy binary for 2.0 release

#1115 zou3519 closed 1 year ago
1
How to get the jacobian matrix in GCNs?

#1113 pcheng2 opened 1 year ago
0
Error about using a grad transform with in-place operation is inconsistent with and without DDP

#1112 XuchanBao opened 1 year ago
1
Use functional models inside usual nn.Module

#1111 subho406 opened 1 year ago
1
Performance drop because of not yet implemented batching rule for bincount

#1109 IosiaLectus opened 1 year ago
0
item() support for vmap

#1108 baskuit opened 1 year ago
2
Vmap and backward hook problem

#1106 pmzzs opened 1 year ago
1
Fix bibtex entry

#1105 bamos opened 1 year ago
0
RuntimeError: Batching rule not implemented for aten::is_same_size. We could not generate a fallback.

#1104 AlphaBetaGamma96 opened 1 year ago
0
INTERNAL_ASSERT failed

#1103 Jeff09 opened 1 year ago
4
[Question] Packaging policy for `functorch` and `torch.func`

#1102 XuehaiPan closed 1 year ago
5
How to get only the last few layers' gradident?

#1101 pmzzs opened 1 year ago
2
Will pmap be supported in functorh？

#1099 shixun404 opened 1 year ago
2
Unit Test Error When Testing vmap With Missing Module "autograd_function_db"

#1098 sunmorgan opened 1 year ago
7
Add pytorch 1.13.1 compatibility

#1095 scal444 closed 1 year ago
3
batching over model parameters

#1094 LeanderK opened 1 year ago
2
Make vmap tests use dtype `any_one`

#1092 samdow closed 1 year ago
1
[testing] Insufficient coverage in test suite

#1090 kshitij12345 opened 1 year ago
5
vmap + GRU

#1089 belerico closed 1 year ago
1
Add vmap support for PyTorch operators

#1088 zou3519 opened 1 year ago
2
Audit CompositeImplicitAutograd ops that do not have a batching rule, add them to BatchRulesDecomposition

#1087 zou3519 closed 1 year ago
1
`functorch.grad` slower than `torch.autograd.grad`

#1085 abdulfatir closed 1 year ago
4
Entering and exiting a level should be done via the creation of Interpreter objects

#1084 zou3519 opened 1 year ago
0
[Question] Forward-mode AD `jvp` is slower than reverse-mode AD `vjp`

#1083 XuehaiPan closed 1 year ago
2
vmap should be able to accept `None` in its out_dims argument

#1082 zou3519 closed 1 year ago
1
vmap should accept a dim_size=None argument

#1081 zou3519 opened 1 year ago
0
make_fx fails with `jacfwd` (when used with torch.add(Tensor, Scalar))

#1078 kshitij12345 opened 1 year ago
1
fails to derive jacobian with functorch after operation torch.stft

#1077 lylyhan closed 1 year ago
4
tree-based level system

#1076 zou3519 opened 1 year ago
2
Performance drop for the batching rule for aten::_sparse_mm

#1075 lrnzgiusti opened 1 year ago
3
vmap equivalent for tensor[indices]

#1074 AlphaBetaGamma96 closed 1 year ago
1
Torch version constraints incompatible with NVIDIA NGC PyTorch image

#1072 timeatokai opened 1 year ago
1
Different gradients for HyperNet training

#1071 bkoyuncu opened 1 year ago
2
UserWarning: There is a performance drop because we have not yet implemented the batching rule for `aten::greater_equal.Scalar`

#1080 carbocation closed 1 year ago
3
Applying grad elementwise to tensors of arbitrary shape

#1070 EmilienDupont closed 1 year ago
4
Performance drop because of not yet implemented batching rule.

#1069 elientumba2019 closed 1 year ago
2
dedup-error checking code (from structured kernels) with batching rules

#1068 zou3519 opened 1 year ago
4
Unable to compute derivatives due to calling .item()

#1066 elientumba2019 closed 1 year ago
3
Cannot build on Jetson platform

#1065 huyaoyu opened 1 year ago
2