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pytorch
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opacus
Training PyTorch models with differential privacy
https://opacus.ai
Apache License 2.0
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Fixed issue with missing argument in MNIST example
#520
gouthamuoc
closed
1 year ago
4
Support nn.EmbeddingBag
#519
alexandresablayrolles
closed
1 year ago
10
EmbeddingBag with offsets is not supported on Opacus
#518
karthikprasad
closed
1 year ago
1
Missing argument in MNIST example
#517
danperazzo
closed
1 year ago
3
Length of BatchSplittingSampler with Poisson sampling
#516
s-zanella
opened
1 year ago
6
coverage via coveralls in CircleCI
#515
arn7av
closed
1 year ago
4
Add an FAQ about variable batch size
#514
karthikprasad
opened
1 year ago
0
increase deadline for test
#513
karthikprasad
closed
1 year ago
2
AttributeError: 'DPMultiheadAttention' object has no attribute 'batch_first'
#512
Simha55
closed
9 months ago
4
functorch-based per sample gradients don't match with vanilla
#511
ffuuugor
opened
1 year ago
0
Functorch gradients: investigation and fix
#510
ffuuugor
closed
1 year ago
12
Align make_private_with_epsilon with make_private
#509
alexandresablayrolles
closed
1 year ago
2
restore benchmarking for dp layers and fix nightly tests
#508
ffuuugor
closed
1 year ago
6
Fix benchmarking CI
#507
ffuuugor
closed
1 year ago
1
Sgm analytic moments
#506
duncan-clark
opened
1 year ago
1
RuntimeError: stack expects each tensor to be equal size, but got [32] at entry 0 and [1022] at entry 2
#505
Simha55
closed
1 year ago
9
Can't use CSPRNG in Opacus 1.2
#504
JMMarchant
opened
1 year ago
4
Fix benchmarks
#503
alexandresablayrolles
closed
1 year ago
2
ValueError: Per sample gradient is not initialized. Not updated in backward pass?
#502
Simha55
closed
1 year ago
11
Only compute per_sample_gradients for parameters that are optimized
#501
timudk
closed
1 year ago
3
release v1.2.0
#500
ffuuugor
closed
1 year ago
1
Tiny little lint fix
#499
ffuuugor
closed
1 year ago
1
disable padding=same for experimental hook
#498
ffuuugor
closed
1 year ago
3
Functorch added to grad sample README
#497
ffuuugor
closed
1 year ago
3
Fix CIFAR-10 example: --batch-size must be int
#496
romovpa
closed
1 year ago
2
Benchmarking update
#495
ffuuugor
closed
2 years ago
3
Patch for DSGAN example
#494
Koukyosyumei
opened
2 years ago
16
Add PRVAccountant
#493
tcbegley
closed
1 year ago
32
[functorch] No-Op GradSampleModule
#492
alexandresablayrolles
closed
1 year ago
14
Fixing new benchmarks CI task
#491
moaradwan
closed
2 years ago
1
remove 1.0 announcement banner
#490
ffuuugor
closed
2 years ago
2
Better validator for matching parameters
#489
ffuuugor
closed
2 years ago
5
Add sphinxcontrib spelling instructions
#488
zycalice
closed
2 years ago
1
add instructions on spelling check using sphinxcontrib-spelling
#487
zycalice
closed
2 years ago
6
spelling check pt2 on docstrings in opacus folder
#486
zycalice
closed
2 years ago
1
fix spelling errors in opacus tutorials
#485
zycalice
closed
2 years ago
1
Utility to test the correctness of per sample gradients
#484
ffuuugor
opened
2 years ago
4
test to see if all unit tests run
#483
ashkan-software
closed
2 years ago
2
Fixed typo in _replace_sub_module method in module_validator.py
#482
zycalice
closed
2 years ago
1
Add benchmarks to CI
#481
moaradwan
closed
2 years ago
34
spell check for opacus/opacus documentation
#480
zycalice
closed
2 years ago
1
Add benchmarks to CI
#479
moaradwan
closed
2 years ago
7
spellcheck for opacus/docs
#478
zycalice
closed
2 years ago
3
Model finetuning
#477
timudk
closed
2 years ago
2
Test functorch privacy_engine
#476
alexandresablayrolles
closed
10 months ago
0
explicit opt_einsum.contract import
#475
ffuuugor
closed
2 years ago
1
Summed discriminator losses to perform one backprop step
#474
jarmand-caw
closed
1 year ago
1
Include batch_size as an argument, instead of sample_rate
#473
ashkan-software
closed
2 years ago
5
To allow batchnorm layers with frozen running stats
#472
EmmyFang
opened
2 years ago
3
reduce logging severity for set_to_none
#471
ffuuugor
closed
2 years ago
2
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