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Issues list

Add stubs or py.typed
#699 opened Dec 17, 2024 by urucoder updated Mar 6, 2025
3
RuntimeError: Tensor on device cuda:0 is not on the expected device meta!
#737 opened Mar 3, 2025 by LucasMagnana updated Mar 4, 2025
2
Mismatch of comment and data type in secure_mode
#731 opened Feb 13, 2025 by heyday98 updated Feb 19, 2025
1
loss.backward() dimension mismatch
#717 opened Jan 17, 2025 by irmathebest updated Jan 23, 2025
2
Invalid combnation of arguments related to empty batch
#676 opened Sep 21, 2024 by SoumiDas updated Oct 15, 2024
3
per_sample gradient is None but grad is populated
#578 opened Mar 29, 2023 by anirban-nath updated Sep 29, 2024
@alexandresablayrolles
6
Utility to test the correctness of per sample gradients
#484 opened Aug 26, 2022 by ffuuugor updated Sep 17, 2024
6
Opacus: I made a model-agnostic callback for PyTorch Lightning enhancement New feature or request
#524 opened Oct 18, 2022 by gianmarcoaversanoenx updated Sep 12, 2024
Supporting the case torch sparse coo tensor as neural network input enhancement New feature or request
#579 opened Mar 29, 2023 by elichienxD updated Sep 9, 2024
@alexandresablayrolles
3
Integrating Opacus for a custom pytorch model raises errors but works fine on its own
#639 opened Mar 20, 2024 by nhianK updated Aug 8, 2024
2
Microbatching Support enhancement New feature or request
#655 opened Jul 13, 2024 by shs037 updated Jul 21, 2024
4
Extra loss terms before loss.backward() seem to have no effects
#249 opened Nov 8, 2021 by kenziyuliu updated Jul 19, 2024
@alexandresablayrolles
10
Augmentation Multiplicity enhancement New feature or request
#455 opened Jul 20, 2022 by timudk updated Jun 19, 2024
@alexandresablayrolles
7
ValueError: Per sample gradient is not initialized. Not updated in backward pass?
#645 opened Apr 12, 2024 by Lhsakfheudsj35407 updated Jun 6, 2024
4
BatchMemoryManager for training private GANs enhancement New feature or request
#647 opened Apr 26, 2024 by Caarinaaa updated May 30, 2024
Length of BatchSplittingSampler with Poisson sampling enhancement New feature or request
#516 opened Oct 4, 2022 by s-zanella updated May 22, 2024
6
Add context manager to toggle on/off privacy in training loop enhancement New feature or request
#634 opened Feb 26, 2024 by bnestor updated May 14, 2024
Opacus with torch_geometric.nn and GCN's
#588 opened May 8, 2023 by sagerkudrick updated May 9, 2024
5
Making a custom transformer architecture work with opacus
#644 opened Apr 5, 2024 by nhianK updated Apr 24, 2024
3
Negative Epsilons at high deltas bug Something isn't working
#585 opened May 4, 2023 by tudorcebere updated Apr 24, 2024
2
deprecation message for non-full backward hook enhancement New feature or request
#328 opened Jan 18, 2022 by Solosneros updated Apr 2, 2024
@alexandresablayrolles
13
Opacus differential privacy support graph convolutional layers enhancement New feature or request
#586 opened May 4, 2023 by sachinkumarUI updated Nov 13, 2023
DP with NAS and meet a ‘Model contains a trainable layer that Opacus doesn't currently support’
#576 opened Mar 20, 2023 by Drxdx updated Mar 29, 2023
@ffuuugor
4
ValueError: number sections must be larger than 0 bug Something isn't working
#358 opened Feb 15, 2022 by SeolhwaLee updated Mar 29, 2023
15
Sparse grad sampler for embeddings enhancement New feature or request
#350 opened Feb 4, 2022 by ffuuugor updated Mar 29, 2023
1
ProTip! What’s not been updated in a month: updated:<2025-02-09.