├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── NOTICE.md ├── README.md ├── THIRD-PARTY-NOTICES.txt ├── assets ├── efficiency.png ├── nlp.png ├── scalability.png └── vision.png ├── examples ├── __init__.py ├── image_classification │ ├── CIFAR_TIMM.py │ ├── CV_TIMM.py │ ├── CelebA_TIMM.py │ ├── README.md │ ├── ZERO_examples │ │ ├── CIFAR_TIMM_FSDP_extending.py │ │ ├── CIFAR_TIMM_ZERO1.py │ │ ├── CIFAR_TIMM_ZERO23.py │ │ ├── CIFAR_TIMM_ZERO_extending.py │ │ └── cifar_config.json │ └── __init__.py ├── requirements.txt ├── table2text │ ├── README.md │ ├── __init__.py │ ├── compiled_args.py │ ├── data_utils │ │ ├── __init__.py │ │ ├── data_collator.py │ │ └── language_modeling.py │ ├── decoding_utils.py │ ├── gpt_config_stage123.json │ ├── misc.py │ ├── models.py │ ├── run.sh │ ├── run_ZERO1.sh │ ├── run_ZERO23.sh │ ├── run_ZERO_extending.py │ ├── run_language_modeling.py │ ├── run_language_modeling_ZERO23.py │ ├── run_language_modeling_extending.py │ └── trainer.py └── text_classification │ ├── README.md │ ├── __init__.py │ ├── data │ ├── download_dataset.sh │ ├── make_k_shot_without_dev.py │ └── make_valid_data.py │ ├── run_classification.py │ ├── run_wrapper.py │ └── src │ ├── __init__.py │ ├── common.py │ ├── compiled_args.py │ ├── dataset.py │ ├── label_search.py │ ├── models.py │ ├── processors.py │ └── trainer.py ├── fastDP ├── README.md ├── __init__.py ├── accounting │ ├── __init__.py │ ├── accounting_manager.py │ └── rdp_accounting.py ├── autograd_grad_sample.py ├── autograd_grad_sample_dist.py ├── lora_utils.py ├── privacy_engine.py ├── privacy_engine_dist_extending.py ├── privacy_engine_dist_stage23.py ├── supported_differentially_private_layers.py ├── supported_layers_grad_samplers.py └── transformers_support.py ├── requirements.txt └── setup.py /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/fast-differential-privacy/HEAD/CODE_OF_CONDUCT.md 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