path	# lines of code
opacus/accountants/analysis/__init__.py	1
opacus/accountants/analysis/gdp.py	45
opacus/accountants/analysis/rdp.py	116
opacus/accountants/__init__.py	14
opacus/accountants/utils.py	38
opacus/accountants/accountant.py	29
opacus/accountants/gdp.py	34
opacus/accountants/rdp.py	54
opacus/version.py	1
opacus/layers/dp_rnn.py	475
opacus/layers/__init__.py	11
opacus/layers/param_rename.py	59
opacus/layers/dp_multihead_attention.py	226
opacus/privacy_engine.py	226
opacus/data_loader.py	124
opacus/__init__.py	10
opacus/utils/batch_memory_manager.py	80
opacus/utils/packed_sequences.py	66
opacus/utils/__init__.py	1
opacus/utils/tensor_utils.py	88
opacus/utils/uniform_sampler.py	76
opacus/utils/module_utils.py	62
opacus/optimizers/__init__.py	22
opacus/optimizers/ddp_perlayeroptimizer.py	88
opacus/optimizers/ddpoptimizer.py	49
opacus/optimizers/utils.py	8
opacus/optimizers/optimizer.py	214
opacus/optimizers/perlayeroptimizer.py	43
opacus/distributed.py	19
opacus/lightning.py	34
opacus/scripts/compute_dp_sgd_privacy.py	100
opacus/grad_sample/dp_rnn.py	14
opacus/grad_sample/grad_sample_module.py	248
opacus/grad_sample/embedding.py	24
opacus/grad_sample/linear.py	13
opacus/grad_sample/group_norm.py	16
opacus/grad_sample/__init__.py	15
opacus/grad_sample/instance_norm.py	26
opacus/grad_sample/utils.py	16
opacus/grad_sample/conv.py	54
opacus/grad_sample/dp_multihead_attention.py	10
opacus/grad_sample/layer_norm.py	20
opacus/scheduler.py	58
opacus/validators/multihead_attention.py	29
opacus/validators/__init__.py	11
opacus/validators/instance_norm.py	27
opacus/validators/utils.py	31
opacus/validators/errors.py	11
opacus/validators/lstm.py	28
opacus/validators/batch_norm.py	62
opacus/validators/module_validator.py	77
conftest.py	41
website/core/Tutorial.js	56
website/core/TutorialSidebar.js	73
website/core/Footer.js	94
website/siteConfig.js	54
website/static/css/alabaster.css	534
website/static/css/custom.css	240
website/static/css/basic.css	546
website/static/css/code_block_buttons.css	32
website/static/pygments.css	61
website/sphinx/source/conf.py	59
website/scripts/parse_tutorials.py	46
website/scripts/parse_sphinx.py	46
website/pages/tutorials/index.js	88
website/pages/en/index.js	202
MANIFEST.in	2
setup.py	67
scripts/pytorch_install.ps1	20