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Opacus API Reference¶

API Reference

  • Privacy Engine
  • GradSampleModule
  • Optimizers
    • DPOptimizer
    • DPPerLayerOptimizer
    • DistributedDPOptimizer
    • DistributedPerLayerOptimizer
  • DP Data Loader
  • Privacy Accounting
    • IAccountant
    • RDPAccountant
    • GaussianAccountant
    • Utils
  • ModuleValidator
  • Distributed
  • Noise Scheduler
  • Batch Memory Manager
  • DP Layers
    • DPMultiheadAttention
    • DPRNN
  • Utils
    • Module Utils
    • Tensor Utils
    • Packed Sequences
    • Uniform Sampler
  • Scripts
    • Compute DP-SGD Privacy

Indices and Tables¶

  • Index

  • Module Index

  • Search Page

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API Reference

  • Privacy Engine
  • GradSampleModule
  • Optimizers
  • DP Data Loader
  • Privacy Accounting
  • ModuleValidator
  • Distributed
  • Noise Scheduler
  • Batch Memory Manager
  • DP Layers
  • Utils
  • Scripts

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