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awslabs
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fast-differential-privacy
Fast, memory-efficient, scalable optimization of deep learning with differential privacy
Apache License 2.0
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Stage 2 zero grad fix
#44
mshubhankar
opened
1 week ago
1
Understanding stages of deepspeed zero integration
#43
mshubhankar
opened
1 week ago
1
ResNet18 DP training gives CUDA OOM on 24 GB GPU
#42
alidadsetan
closed
1 month ago
6
Larger batch size
#41
mshubhankar
closed
1 month ago
1
All layers with normalization not updating
#40
mshubhankar
closed
1 month ago
1
nn.Embedding gradients shape mismatch at backprop
#39
mshubhankar
closed
1 month ago
5
LLama RSMNorm support
#38
alidadsetan
opened
2 months ago
1
Bump nltk from 3.6.6 to 3.9 in /examples
#37
dependabot[bot]
closed
3 months ago
0
Support for llama and another custom module?
#36
alidadsetan
closed
2 months ago
5
Fix missing "set_to_none" when using transformers==4.29
#35
jyhong836
closed
3 months ago
0
Bump scikit-learn from 1.0.1 to 1.5.0 in /examples
#34
dependabot[bot]
closed
4 months ago
0
Example for running script of FSDP extending
#33
alidadsetan
closed
4 months ago
2
Got Error: Multi-gpu and distributed training is currently not supported
#32
giandos200
closed
5 months ago
1
multi-GPU distributed learning test abbout table2text
#31
dong-ai-7
closed
6 months ago
4
docs: update the installation and add the missing `,`
#30
ParthS007
closed
8 months ago
0
Support Augmentation Multiplicity?
#29
h366lj3
closed
8 months ago
1
How to use in PEFT?
#28
addingIce
closed
9 months ago
3
Privacy for Each Data Contributing User
#27
sms1097
closed
9 months ago
1
Bump markdown2 from 2.3.10 to 2.4.0 in /examples
#26
dependabot[bot]
closed
9 months ago
0
Bump nltk from 3.6.2 to 3.6.6 in /examples
#25
dependabot[bot]
closed
9 months ago
0
Bump bottle from 0.12.19 to 0.12.20 in /examples
#24
dependabot[bot]
closed
9 months ago
0
Bump httplib2 from 0.17.4 to 0.19.0 in /examples
#23
dependabot[bot]
closed
9 months ago
0
Bump sentry-sdk from 0.18.0 to 1.14.0 in /examples
#22
dependabot[bot]
closed
9 months ago
0
Bump scikit-learn from 0.24.2 to 1.0.1 in /examples/text_classification
#21
dependabot[bot]
closed
9 months ago
0
Bump pillow from 10.0.1 to 10.2.0 in /examples/text_classification
#20
dependabot[bot]
closed
9 months ago
0
Convert to float32 activations and backprops to allow training in mixed precision
#19
lccnl
closed
4 months ago
5
Mixed precision training
#18
lccnl
closed
9 months ago
8
Integration with DeepSpeed
#17
lccnl
closed
11 months ago
1
Bug in PrivacyEngine
#16
shuqike
closed
11 months ago
1
Is the Privacyengine compatible with learning rate schedulers like torch.optim.lr_scheduler?
#15
shuqike
closed
11 months ago
1
Bump pillow from 8.3.1 to 10.0.1 in /examples/text_classification
#14
dependabot[bot]
closed
1 year ago
0
Bump joblib from 1.0.1 to 1.2.0 in /examples/text_classification
#13
dependabot[bot]
closed
1 year ago
0
Bump certifi from 2021.5.30 to 2023.7.22 in /examples/text_classification
#12
dependabot[bot]
closed
1 year ago
0
Bump future from 0.18.2 to 0.18.3 in /examples/text_classification
#11
dependabot[bot]
closed
1 year ago
0
Bump sentry-sdk from 0.18.0 to 1.14.0 in /examples/text_classification
#10
dependabot[bot]
closed
1 year ago
0
What is the best way to train large models?
#9
Pier297
closed
1 year ago
2
Bump certifi from 2021.5.30 to 2022.12.7 in /examples/text_classification
#8
dependabot[bot]
closed
1 year ago
1
Bump markdown2 from 2.3.10 to 2.4.0 in /examples/text_classification
#7
dependabot[bot]
closed
2 years ago
0
Bump httplib2 from 0.17.4 to 0.19.0 in /examples/text_classification
#6
dependabot[bot]
closed
2 years ago
0
Bump pillow from 8.3.1 to 9.3.0 in /examples/text_classification
#5
dependabot[bot]
closed
2 years ago
0
Bump pillow from 8.3.1 to 9.0.1 in /examples/text_classification
#4
dependabot[bot]
closed
2 years ago
1
Bump bottle from 0.12.19 to 0.12.20 in /examples/text_classification
#3
dependabot[bot]
closed
2 years ago
1
Bump joblib from 1.0.1 to 1.2.0 in /examples/text_classification
#2
dependabot[bot]
closed
2 years ago
1
Bump nltk from 3.6.2 to 3.6.6 in /examples/text_classification
#1
dependabot[bot]
closed
2 years ago
1