Issues

• [Feature Request] Asking if there is a function that converts torch.optim state ckpt 100% to torchopt

  enhancement
  metaopt/torchopt#236 · Filter by author pengyule opened on Feb 17, 2026
  

• [BUG] Results of torchopt.Adam and torch.optim.Adam seem to diverge

  bug
  metaopt/torchopt#235 · Filter by author dilithjay opened on Mar 28, 2025
  3

  

• Wrapper for torch optimizer

  question
  metaopt/torchopt#234 · Filter by author dgm2 opened on Feb 10, 2025
  

• [BUG] 'AttributeError: 'MaskedNode' object has no attribute 'add'' error when specifying 'mask' parameter for functional adamw API

  bug
  metaopt/torchopt#232 · Filter by author gkennickell opened on Nov 12, 2024
  

• [Question] Can those matrix inversion linear solver with neumann series approximation be speed up by GPU?

  question
  metaopt/torchopt#231 · Filter by author happpyosu opened on Oct 9, 2024
  

• [Question] TorchScirpt for ImplicitMetaGradientModule

  question
  metaopt/torchopt#229 · Filter by author ChiahsinChu opened on Sep 9, 2024
  

• [Feature Request] Support for functorch transforms

  enhancement
  metaopt/torchopt#223 · Filter by author marvinfriede opened on May 27, 2024
  

• [BUG] Custom root fails for scalar inputs (jaxopt example)

  bug
  metaopt/torchopt#222 · Filter by author marvinfriede opened on May 27, 2024
  

• [Question] Memory keep increase in MetaAdam due to gradient link

  question
  metaopt/torchopt#218 · Filter by author ycsos opened on May 21, 2024
  7

  

• [Feature Request] Make torchopt.optim.Optimizer compatible with pytorch lightning

  enhancement
  metaopt/torchopt#203 · Filter by author SamDuffield opened on Jan 11, 2024
  

• [Feature Request] Implement differentiable discrete randomness

  enhancement
  metaopt/torchopt#153 · Filter by author Benjamin-eecs opened on Mar 22, 2023
  

• [Issue Tracker] PyTorch distributed RPC

  bugdistributedpytorchupstream
  metaopt/torchopt#96 · Filter by author XuehaiPan opened on Oct 8, 2022
  1

  

• [Feature Request] Differentiable Adan optimizer support

  enhancement
  metaopt/torchopt#81 · Filter by author Benjamin-eecs opened on Sep 17, 2022