Issues

• Please indicate this is no longer developed

  pytorch/functorch#1150 · Filter by author DominikHil opened on May 28, 2025

• VMAP over GRU: Batching rule not implemented for aten::gru.input

  pytorch/functorch#1147 · Filter by author BernardoFerreira opened on Aug 27, 2024
  1

• Tensor.nonzero_static fails on GPU inside torch.func.vmap

  pytorch/functorch#1145 · Filter by author dumoulina opened on Jul 15, 2024
  1

• Small difference between functorch grads and torch.autograd.grad

  pytorch/functorch#1144 · Filter by author alanjeffares opened on May 1, 2024

• vmap does not support Tensor.clone()

  pytorch/functorch#1143 · Filter by author JustinS6626 opened on Apr 10, 2024

• Swapping 2 columns in a 2d tensor

  pytorch/functorch#1142 · Filter by author Kreativshikkk opened on Mar 13, 2024

• wrapper->level().value() <= current_level INTERNAL ASSERT FAILED at "../aten/src/ATen/functorch/ADInterpreters.cpp":39

  pytorch/functorch#1131 · Filter by author ElegantLin opened on Jun 7, 2023
  1

• Per-sample-gradient: Get gradient 0 when using grad(params_tograd, params) with respect to part of model's parameters

  pytorch/functorch#1122 · Filter by author Ancientshi opened on Apr 1, 2023
  1

• How to get the jacobian matrix in GCNs?

  pytorch/functorch#1113 · Filter by author pcheng2 opened on Feb 27, 2023

• Error about using a grad transform with in-place operation is inconsistent with and without DDP

  pytorch/functorch#1112 · Filter by author XuchanBao opened on Feb 24, 2023
  1

• Use functional models inside usual nn.Module

  pytorch/functorch#1111 · Filter by author subho406 opened on Feb 15, 2023
  1

• Performance drop because of not yet implemented batching rule for bincount

  pytorch/functorch#1109 · Filter by author IosiaLectus opened on Feb 9, 2023

• item() support for vmap

  pytorch/functorch#1108 · Filter by author baskuit opened on Jan 28, 2023
  2

• Vmap and backward hook problem

  pytorch/functorch#1106 · Filter by author pmzzs opened on Jan 19, 2023
  1

• RuntimeError: Batching rule not implemented for aten::is_same_size. We could not generate a fallback.

  pytorch/functorch#1104 · Filter by author AlphaBetaGamma96 opened on Jan 17, 2023

• INTERNAL_ASSERT failed

  pytorch/functorch#1103 · Filter by author Jeff09 opened on Jan 16, 2023
  4

• How to get only the last few layers' gradident?

  pytorch/functorch#1101 · Filter by author pmzzs opened on Jan 13, 2023
  2

• Will pmap be supported in functorh？

  pytorch/functorch#1099 · Filter by author shixun404 opened on Jan 11, 2023
  2

• Unit Test Error When Testing vmap With Missing Module "autograd_function_db"

  pytorch/functorch#1098 · Filter by author sunmorgan opened on Jan 10, 2023
  7

• batching over model parameters

  pytorch/functorch#1094 · Filter by author LeanderK opened on Jan 4, 2023
  2

• [testing] Insufficient coverage in test suite

  pytorch/functorch#1090 · Filter by author kshitij12345 opened on Dec 23, 2022
  5

• Add vmap support for PyTorch operators

  good first issue
  pytorch/functorch#1088 · Filter by author zou3519 opened on Dec 20, 2022
  2

• Entering and exiting a level should be done via the creation of Interpreter objects

  pytorch/functorch#1084 · Filter by author zou3519 opened on Dec 12, 2022

• vmap should accept a dim_size=None argument

  actionablesmall
  pytorch/functorch#1081 · Filter by author zou3519 opened on Dec 9, 2022

• make_fx fails with jacfwd (when used with torch.add(Tensor, Scalar))

  pytorch/functorch#1078 · Filter by author kshitij12345 opened on Dec 7, 2022
  1