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Privacy Accounting¶

  • IAccountant
    • IAccountant
      • IAccountant.get_epsilon()
      • IAccountant.get_optimizer_hook_fn()
      • IAccountant.load_state_dict()
      • IAccountant.mechanism()
      • IAccountant.state_dict()
      • IAccountant.step()
  • RDPAccountant
    • RDPAccountant
      • RDPAccountant.get_epsilon()
      • RDPAccountant.mechanism()
      • RDPAccountant.step()
  • GaussianAccountant
    • GaussianAccountant
      • GaussianAccountant.get_epsilon()
      • GaussianAccountant.mechanism()
      • GaussianAccountant.step()
  • Utils
    • get_noise_multiplier()

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API Reference

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

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  • Documentation overview
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