API Reference

• Privacy Engine
  • PrivacyEngine
• GradSampleModule
  • GradSampleModule
  • create_or_accumulate_grad_sample()
• GradSampleModuleFastGradientClipping
  • GradSampleModuleFastGradientClipping
  • create_norm_sample()
• Optimizers
  • DPOptimizer
  • DPOptimizerFastGradientClipping
  • DPPerLayerOptimizer
  • DistributedDPOptimizer
  • DistributedDPOptimizerFastGradientClipping
  • DistributedPerLayerOptimizer
• DP Data Loader
  • DPDataLoader
  • collate()
  • dtype_safe()
  • shape_safe()
  • switch_generator()
  • wrap_collate_with_empty()
• Privacy Accounting
  • IAccountant
  • RDPAccountant
  • GaussianAccountant
  • Utils
• ModuleValidator
  • ModuleValidator
  • register_module_fixer()
  • register_module_validator()
• Distributed
  • DifferentiallyPrivateDistributedDataParallel
  • average_gradients()
• Noise Scheduler
• Batch Memory Manager
  • BatchMemoryManager
  • BatchSplittingSampler
  • wrap_data_loader()
• DP Layers
  • DPMultiheadAttention
  • DPRNN
• Utils
  • Module Utils
  • Tensor Utils
  • Packed Sequences
  • Uniform Sampler
  • Fast Gradient Clipping Utils
• Scripts
  • Compute DP-SGD Privacy