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All modules for which code is available

  • opacus.accountants.accountant
  • opacus.accountants.gdp
  • opacus.accountants.rdp
  • opacus.accountants.utils
  • opacus.data_loader
  • opacus.distributed
  • opacus.grad_sample.grad_sample_module
  • opacus.grad_sample.grad_sample_module_fast_gradient_clipping
  • opacus.layers.dp_multihead_attention
  • opacus.layers.dp_rnn
  • opacus.optimizers.ddp_perlayeroptimizer
  • opacus.optimizers.ddpoptimizer
  • opacus.optimizers.ddpoptimizer_fast_gradient_clipping
  • opacus.optimizers.optimizer
  • opacus.optimizers.optimizer_fast_gradient_clipping
  • opacus.optimizers.perlayeroptimizer
  • opacus.privacy_engine
  • opacus.scripts.compute_dp_sgd_privacy
  • opacus.utils.batch_memory_manager
  • opacus.utils.fast_gradient_clipping_utils
  • opacus.utils.module_utils
  • opacus.utils.packed_sequences
  • opacus.utils.tensor_utils
  • opacus.utils.uniform_sampler
  • opacus.validators.module_validator
  • opacus.validators.utils

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API Reference

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