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Issues list

Microbatching Support enhancement New feature or request
#655 opened Jul 13, 2024 by shs037
4
BatchMemoryManager for training private GANs enhancement New feature or request
#647 opened Apr 26, 2024 by Caarinaaa
Add context manager to toggle on/off privacy in training loop enhancement New feature or request
#634 opened Feb 26, 2024 by bnestor
Opacus differential privacy support graph convolutional layers enhancement New feature or request
#586 opened May 4, 2023 by sachinkumarUI
Supporting the case torch sparse coo tensor as neural network input enhancement New feature or request
#579 opened Mar 29, 2023 by elichienxD
@alexandresablayrolles
3
Improve noise multiplier finding enhancement New feature or request
#566 opened Feb 15, 2023 by kiddyboots216
@alexandresablayrolles
6
Opacus: I made a model-agnostic callback for PyTorch Lightning enhancement New feature or request
#524 opened Oct 18, 2022 by gianmarcoaversanoenx
functorch mode computes the forward twice enhancement New feature or request
#521 opened Oct 13, 2022 by kshitij12345
@alexandresablayrolles
3
Length of BatchSplittingSampler with Poisson sampling enhancement New feature or request
#516 opened Oct 4, 2022 by s-zanella
6
To allow batchnorm layers with frozen running stats enhancement New feature or request
#472 opened Aug 17, 2022 by EmmyFang
@pierrestock
3
Augmentation Multiplicity enhancement New feature or request
#455 opened Jul 20, 2022 by timudk
@alexandresablayrolles
7
Add opacus grad_sampler compatibility with torch.cat enhancement New feature or request
#448 opened Jul 6, 2022 by mvnelson422
@ffuuugor
1
Remove _module prefix from GradSampleModule parameter and buffer names enhancement New feature or request
#435 opened May 31, 2022 by karthikprasad 1.3.0
@ffuuugor
1
DP-FTRL enhancement New feature or request
#393 opened Mar 25, 2022 by ffuuugor
1
Incorporate Chuan’s Fisher Information Loss to Opacus enhancement New feature or request
#385 opened Mar 11, 2022 by ffuuugor
Support for discrete gaussian for quantized models enhancement New feature or request
#383 opened Mar 11, 2022 by ffuuugor
[New accountant] Analytical moments enhancement New feature or request
#379 opened Mar 11, 2022 by ffuuugor
[New accountant] Numerical composition enhancement New feature or request
#378 opened Mar 11, 2022 by ffuuugor
1
fp16 support enhancement New feature or request
#377 opened Mar 11, 2022 by ffuuugor
2
Arbitrary tensor modification tracking enhancement New feature or request
#376 opened Mar 11, 2022 by ffuuugor
1
max_grad_norm schedule enhancement New feature or request
#375 opened Mar 11, 2022 by ffuuugor
Integrate with ExpandedWeights enhancement New feature or request
#374 opened Mar 11, 2022 by ffuuugor 1.2.0
@ffuuugor
Full Lightning integration enhancement New feature or request
#371 opened Mar 11, 2022 by ffuuugor
@romovpa
Einsum optimization enhancement New feature or request
#367 opened Mar 11, 2022 by ffuuugor 1.1.3
@sayanghosh
1
User-level privacy enhancement New feature or request
#366 opened Mar 11, 2022 by ffuuugor
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