├── LICENSE ├── README.md ├── backpackdp.py ├── data.py ├── jaxdp.py ├── memory_experiment.py ├── opacusdp.py ├── owkindp.py ├── pytorch.py ├── pyvacydp.py ├── requirements.txt ├── results ├── ablation.ipynb ├── runtimes.ipynb └── runtimes_confidence_intervals.ipynb ├── runtime_experiment.py ├── text_xla_dumps ├── jax_linear.txt ├── jax_nograd_linear.txt ├── tf_linear.txt └── tf_nograd_linear.txt ├── tf1dp.py ├── tf2dp.py ├── utils.py └── xla_logs.zip /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TheSalon/fast-dpsgd/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TheSalon/fast-dpsgd/HEAD/README.md -------------------------------------------------------------------------------- /backpackdp.py: 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