file 1	file 2	# same commits	# commits file 1	# commits file 2
opacus/data_loader.py	opacus/privacy_engine.py	38	47	123
opacus/privacy_engine.py	opacus/grad_sample/grad_sample_module.py	34	123	57
opacus/privacy_engine.py	opacus/optimizers/optimizer.py	29	123	45
opacus/utils/uniform_sampler.py	opacus/privacy_engine.py	29	34	123
opacus/accountants/gdp.py	opacus/privacy_engine.py	28	31	123
opacus/optimizers/perlayeroptimizer.py	opacus/optimizers/optimizer.py	27	29	45
opacus/accountants/accountant.py	opacus/privacy_engine.py	27	28	123
opacus/optimizers/ddpoptimizer.py	opacus/optimizers/optimizer.py	24	32	45
opacus/optimizers/perlayeroptimizer.py	opacus/optimizers/ddpoptimizer.py	24	29	32
opacus/accountants/rdp.py	opacus/accountants/gdp.py	24	26	31
opacus/optimizers/perlayeroptimizer.py	opacus/privacy_engine.py	23	29	123
opacus/accountants/gdp.py	opacus/accountants/accountant.py	23	31	28
opacus/accountants/rdp.py	opacus/privacy_engine.py	23	26	123
opacus/accountants/rdp.py	opacus/accountants/accountant.py	23	26	28
opacus/utils/uniform_sampler.py	opacus/data_loader.py	22	34	47
opacus/data_loader.py	opacus/optimizers/optimizer.py	20	47	45
opacus/optimizers/ddpoptimizer.py	opacus/privacy_engine.py	20	32	123
opacus/accountants/analysis/rdp.py	opacus/privacy_engine.py	20	30	123
opacus/privacy_engine.py	opacus/validators/module_validator.py	19	123	28
opacus/optimizers/ddpoptimizer.py	opacus/data_loader.py	19	32	47
opacus/optimizers/perlayeroptimizer.py	opacus/data_loader.py	19	29	47
opacus/accountants/__init__.py	opacus/privacy_engine.py	19	21	123
opacus/validators/module_validator.py	opacus/grad_sample/grad_sample_module.py	18	28	57
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/privacy_engine.py	18	20	123
opacus/optimizers/ddpoptimizer.py	opacus/optimizers/ddp_perlayeroptimizer.py	18	32	20
opacus/optimizers/perlayeroptimizer.py	opacus/optimizers/ddp_perlayeroptimizer.py	18	29	20
opacus/accountants/gdp.py	opacus/grad_sample/grad_sample_module.py	18	31	57
opacus/accountants/gdp.py	opacus/accountants/__init__.py	18	31	21
opacus/validators/module_validator.py	opacus/utils/module_utils.py	17	28	22
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/optimizers/optimizer.py	17	20	45
opacus/utils/uniform_sampler.py	opacus/grad_sample/grad_sample_module.py	17	34	57
opacus/accountants/gdp.py	opacus/accountants/analysis/rdp.py	17	31	30
opacus/validators/batch_norm.py	opacus/validators/module_validator.py	17	21	28
opacus/grad_sample/grad_sample_module.py	opacus/utils/batch_memory_manager.py	16	57	28
opacus/grad_sample/grad_sample_module.py	opacus/optimizers/optimizer.py	16	57	45
opacus/privacy_engine.py	opacus/utils/batch_memory_manager.py	16	123	28
opacus/utils/uniform_sampler.py	opacus/optimizers/optimizer.py	16	34	45
opacus/accountants/accountant.py	opacus/grad_sample/grad_sample_module.py	16	28	57
opacus/accountants/rdp.py	opacus/grad_sample/grad_sample_module.py	16	26	57
opacus/accountants/utils.py	opacus/privacy_engine.py	15	17	123
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/data_loader.py	15	20	47
opacus/accountants/gdp.py	opacus/optimizers/optimizer.py	15	31	45
opacus/accountants/gdp.py	opacus/data_loader.py	15	31	47
opacus/accountants/gdp.py	opacus/optimizers/perlayeroptimizer.py	15	31	29
opacus/scheduler.py	opacus/privacy_engine.py	15	21	123
opacus/privacy_engine.py	opacus/utils/module_utils.py	14	123	22
opacus/data_loader.py	opacus/grad_sample/grad_sample_module.py	14	47	57
opacus/utils/uniform_sampler.py	opacus/optimizers/ddp_perlayeroptimizer.py	14	34	20
opacus/utils/uniform_sampler.py	opacus/optimizers/ddpoptimizer.py	14	34	32
opacus/utils/uniform_sampler.py	opacus/optimizers/perlayeroptimizer.py	14	34	29
opacus/utils/uniform_sampler.py	opacus/utils/batch_memory_manager.py	14	34	28
opacus/accountants/accountant.py	opacus/accountants/__init__.py	14	28	21
opacus/accountants/gdp.py	opacus/utils/uniform_sampler.py	14	31	34
opacus/accountants/rdp.py	opacus/accountants/__init__.py	14	26	21
opacus/grad_sample/utils.py	opacus/privacy_engine.py	14	21	123
opacus/validators/batch_norm.py	opacus/utils/module_utils.py	14	21	22
opacus/utils/module_utils.py	opacus/grad_sample/grad_sample_module.py	13	22	57
opacus/grad_sample/conv.py	opacus/grad_sample/grad_sample_module.py	13	21	57
opacus/data_loader.py	opacus/utils/module_utils.py	13	47	22
opacus/utils/tensor_utils.py	opacus/privacy_engine.py	13	26	123
opacus/utils/uniform_sampler.py	opacus/utils/module_utils.py	13	34	22
conftest.py	opacus/privacy_engine.py	13	23	123
opacus/accountants/analysis/rdp.py	opacus/utils/uniform_sampler.py	13	30	34
opacus/accountants/analysis/rdp.py	opacus/accountants/__init__.py	13	30	21
opacus/accountants/rdp.py	opacus/accountants/analysis/rdp.py	13	26	30
opacus/grad_sample/utils.py	opacus/grad_sample/grad_sample_module.py	13	21	57
opacus/scheduler.py	opacus/data_loader.py	13	21	47
opacus/optimizers/optimizer.py	opacus/utils/batch_memory_manager.py	12	45	28
opacus/accountants/accountant.py	opacus/accountants/utils.py	12	28	17
opacus/accountants/accountant.py	opacus/data_loader.py	12	28	47
opacus/accountants/analysis/rdp.py	opacus/accountants/accountant.py	12	30	28
opacus/accountants/gdp.py	opacus/utils/batch_memory_manager.py	12	31	28
opacus/accountants/gdp.py	opacus/utils/module_utils.py	12	31	22
opacus/accountants/gdp.py	opacus/accountants/utils.py	12	31	17
opacus/accountants/gdp.py	opacus/optimizers/ddpoptimizer.py	12	31	32
opacus/accountants/rdp.py	opacus/accountants/utils.py	12	26	17
opacus/accountants/rdp.py	opacus/data_loader.py	12	26	47
opacus/optimizers/__init__.py	opacus/privacy_engine.py	12	13	123
opacus/optimizers/__init__.py	opacus/optimizers/ddp_perlayeroptimizer.py	12	13	20
opacus/validators/__init__.py	opacus/privacy_engine.py	12	17	123
opacus/validators/batch_norm.py	opacus/privacy_engine.py	12	21	123
opacus/validators/instance_norm.py	opacus/utils/module_utils.py	12	13	22
opacus/validators/utils.py	opacus/privacy_engine.py	12	18	123
opacus/utils/module_utils.py	opacus/utils/batch_memory_manager.py	11	22	28
opacus/validators/module_validator.py	opacus/utils/batch_memory_manager.py	11	28	28
opacus/grad_sample/conv.py	opacus/utils/batch_memory_manager.py	11	21	28
opacus/privacy_engine.py	opacus/grad_sample/conv.py	11	123	21
opacus/data_loader.py	opacus/accountants/utils.py	11	47	17
opacus/data_loader.py	opacus/utils/batch_memory_manager.py	11	47	28
opacus/data_loader.py	opacus/validators/module_validator.py	11	47	28
opacus/optimizers/perlayeroptimizer.py	opacus/grad_sample/grad_sample_module.py	11	29	57
opacus/utils/tensor_utils.py	opacus/grad_sample/grad_sample_module.py	11	26	57
opacus/utils/uniform_sampler.py	opacus/utils/tensor_utils.py	11	34	26
opacus/accountants/analysis/rdp.py	opacus/utils/batch_memory_manager.py	11	30	28
opacus/accountants/analysis/rdp.py	opacus/grad_sample/grad_sample_module.py	11	30	57
opacus/accountants/analysis/rdp.py	opacus/utils/module_utils.py	11	30	22
opacus/accountants/analysis/rdp.py	opacus/data_loader.py	11	30	47
opacus/accountants/analysis/rdp.py	opacus/utils/tensor_utils.py	11	30	26
opacus/accountants/rdp.py	opacus/utils/batch_memory_manager.py	11	26	28
opacus/grad_sample/__init__.py	opacus/grad_sample/grad_sample_module.py	11	11	57
opacus/optimizers/__init__.py	opacus/optimizers/ddpoptimizer.py	11	13	32
opacus/optimizers/__init__.py	opacus/optimizers/perlayeroptimizer.py	11	13	29
opacus/validators/batch_norm.py	opacus/grad_sample/grad_sample_module.py	11	21	57
opacus/validators/instance_norm.py	opacus/privacy_engine.py	11	13	123
opacus/validators/instance_norm.py	opacus/validators/batch_norm.py	11	13	21
opacus/validators/lstm.py	opacus/validators/batch_norm.py	11	11	21
opacus/validators/lstm.py	opacus/validators/instance_norm.py	11	11	13
opacus/validators/multihead_attention.py	opacus/validators/batch_norm.py	11	11	21
opacus/validators/multihead_attention.py	opacus/validators/instance_norm.py	11	11	13
opacus/validators/multihead_attention.py	opacus/validators/lstm.py	11	11	11
opacus/validators/utils.py	opacus/accountants/analysis/rdp.py	11	18	30
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/utils/module_utils.py	10	20	22
opacus/optimizers/ddpoptimizer.py	opacus/utils/batch_memory_manager.py	10	32	28
opacus/optimizers/ddpoptimizer.py	opacus/utils/module_utils.py	10	32	22
opacus/optimizers/perlayeroptimizer.py	opacus/utils/module_utils.py	10	29	22
opacus/utils/uniform_sampler.py	opacus/validators/module_validator.py	10	34	28
conftest.py	opacus/data_loader.py	10	23	47
opacus/accountants/__init__.py	opacus/optimizers/ddpoptimizer.py	10	21	32
opacus/accountants/__init__.py	opacus/optimizers/perlayeroptimizer.py	10	21	29
opacus/accountants/accountant.py	opacus/utils/batch_memory_manager.py	10	28	28
opacus/accountants/accountant.py	opacus/optimizers/optimizer.py	10	28	45
opacus/accountants/accountant.py	opacus/utils/uniform_sampler.py	10	28	34
opacus/accountants/analysis/gdp.py	opacus/privacy_engine.py	10	11	123
opacus/accountants/analysis/rdp.py	opacus/validators/module_validator.py	10	30	28
opacus/accountants/gdp.py	opacus/validators/module_validator.py	10	31	28
opacus/accountants/gdp.py	opacus/optimizers/ddp_perlayeroptimizer.py	10	31	20
opacus/accountants/gdp.py	opacus/accountants/analysis/gdp.py	10	31	11
opacus/accountants/rdp.py	opacus/optimizers/optimizer.py	10	26	45
opacus/accountants/rdp.py	opacus/utils/uniform_sampler.py	10	26	34
opacus/accountants/rdp.py	opacus/accountants/analysis/gdp.py	10	26	11
opacus/distributed.py	opacus/privacy_engine.py	10	10	123
opacus/distributed.py	opacus/data_loader.py	10	10	47
opacus/grad_sample/utils.py	opacus/accountants/analysis/rdp.py	10	21	30
opacus/grad_sample/utils.py	opacus/grad_sample/__init__.py	10	21	11
opacus/optimizers/__init__.py	opacus/optimizers/optimizer.py	10	13	45
opacus/optimizers/__init__.py	opacus/data_loader.py	10	13	47
opacus/optimizers/__init__.py	opacus/utils/uniform_sampler.py	10	13	34
opacus/scheduler.py	opacus/utils/batch_memory_manager.py	10	21	28
opacus/scheduler.py	opacus/utils/module_utils.py	10	21	22
opacus/scheduler.py	opacus/utils/uniform_sampler.py	10	21	34
opacus/scheduler.py	opacus/accountants/analysis/rdp.py	10	21	30
opacus/scheduler.py	opacus/accountants/gdp.py	10	21	31
opacus/validators/__init__.py	opacus/optimizers/optimizer.py	10	17	45
opacus/validators/__init__.py	opacus/validators/module_validator.py	10	17	28
opacus/validators/batch_norm.py	opacus/utils/batch_memory_manager.py	10	21	28
opacus/validators/batch_norm.py	opacus/data_loader.py	10	21	47
opacus/validators/instance_norm.py	opacus/validators/module_validator.py	10	13	28
opacus/validators/lstm.py	opacus/utils/module_utils.py	10	11	22
opacus/validators/lstm.py	opacus/privacy_engine.py	10	11	123
opacus/validators/multihead_attention.py	opacus/utils/module_utils.py	10	11	22
opacus/validators/multihead_attention.py	opacus/privacy_engine.py	10	11	123
opacus/validators/utils.py	opacus/validators/module_validator.py	10	18	28
opacus/utils/module_utils.py	opacus/optimizers/optimizer.py	9	22	45
opacus/accountants/utils.py	opacus/optimizers/optimizer.py	9	17	45
opacus/accountants/utils.py	opacus/grad_sample/grad_sample_module.py	9	17	57
opacus/optimizers/ddpoptimizer.py	opacus/grad_sample/grad_sample_module.py	9	32	57
opacus/scripts/compute_dp_sgd_privacy.py	opacus/privacy_engine.py	9	15	123
opacus/utils/tensor_utils.py	opacus/data_loader.py	9	26	47
opacus/utils/tensor_utils.py	opacus/scripts/compute_dp_sgd_privacy.py	9	26	15
opacus/utils/tensor_utils.py	opacus/utils/batch_memory_manager.py	9	26	28
opacus/utils/tensor_utils.py	opacus/grad_sample/conv.py	9	26	21
opacus/utils/uniform_sampler.py	opacus/grad_sample/conv.py	9	34	21
opacus/accountants/__init__.py	opacus/optimizers/optimizer.py	9	21	45
opacus/accountants/__init__.py	opacus/grad_sample/grad_sample_module.py	9	21	57
opacus/accountants/__init__.py	opacus/data_loader.py	9	21	47
opacus/accountants/__init__.py	opacus/utils/uniform_sampler.py	9	21	34
opacus/accountants/accountant.py	opacus/grad_sample/conv.py	9	28	21
opacus/accountants/accountant.py	opacus/optimizers/perlayeroptimizer.py	9	28	29
opacus/accountants/analysis/gdp.py	opacus/accountants/accountant.py	9	11	28
opacus/accountants/analysis/rdp.py	opacus/grad_sample/conv.py	9	30	21
opacus/accountants/gdp.py	opacus/grad_sample/conv.py	9	31	21
opacus/accountants/gdp.py	opacus/__init__.py	9	31	13
opacus/accountants/rdp.py	opacus/validators/module_validator.py	9	26	28
opacus/accountants/rdp.py	opacus/grad_sample/conv.py	9	26	21
opacus/accountants/rdp.py	opacus/optimizers/perlayeroptimizer.py	9	26	29
opacus/grad_sample/__init__.py	opacus/privacy_engine.py	9	11	123
opacus/grad_sample/dp_multihead_attention.py	opacus/grad_sample/grad_sample_module.py	9	9	57
opacus/grad_sample/linear.py	opacus/grad_sample/grad_sample_module.py	9	16	57
opacus/layers/__init__.py	opacus/privacy_engine.py	9	13	123
opacus/layers/dp_multihead_attention.py	opacus/privacy_engine.py	9	15	123
opacus/layers/param_rename.py	opacus/grad_sample/utils.py	9	15	21
opacus/optimizers/__init__.py	opacus/accountants/__init__.py	9	13	21
opacus/scheduler.py	opacus/validators/module_validator.py	9	21	28
opacus/validators/__init__.py	opacus/utils/module_utils.py	9	17	22
opacus/validators/batch_norm.py	opacus/optimizers/optimizer.py	9	21	45
opacus/validators/batch_norm.py	opacus/optimizers/ddp_perlayeroptimizer.py	9	21	20
opacus/validators/batch_norm.py	opacus/optimizers/ddpoptimizer.py	9	21	32
opacus/validators/batch_norm.py	opacus/optimizers/perlayeroptimizer.py	9	21	29
opacus/validators/batch_norm.py	opacus/utils/uniform_sampler.py	9	21	34
opacus/validators/batch_norm.py	opacus/validators/__init__.py	9	21	17
opacus/validators/instance_norm.py	opacus/optimizers/optimizer.py	9	13	45
opacus/validators/instance_norm.py	opacus/grad_sample/grad_sample_module.py	9	13	57
opacus/validators/instance_norm.py	opacus/data_loader.py	9	13	47
opacus/validators/instance_norm.py	opacus/optimizers/ddp_perlayeroptimizer.py	9	13	20
opacus/validators/instance_norm.py	opacus/optimizers/ddpoptimizer.py	9	13	32
opacus/validators/instance_norm.py	opacus/optimizers/perlayeroptimizer.py	9	13	29
opacus/validators/instance_norm.py	opacus/validators/__init__.py	9	13	17
opacus/validators/lstm.py	opacus/optimizers/optimizer.py	9	11	45
opacus/validators/lstm.py	opacus/validators/module_validator.py	9	11	28
opacus/validators/lstm.py	opacus/data_loader.py	9	11	47
opacus/validators/lstm.py	opacus/optimizers/ddp_perlayeroptimizer.py	9	11	20
opacus/validators/lstm.py	opacus/optimizers/ddpoptimizer.py	9	11	32
opacus/validators/lstm.py	opacus/optimizers/perlayeroptimizer.py	9	11	29
opacus/validators/multihead_attention.py	opacus/optimizers/optimizer.py	9	11	45
opacus/validators/multihead_attention.py	opacus/validators/module_validator.py	9	11	28
opacus/validators/multihead_attention.py	opacus/data_loader.py	9	11	47
opacus/validators/multihead_attention.py	opacus/optimizers/ddp_perlayeroptimizer.py	9	11	20
opacus/validators/multihead_attention.py	opacus/optimizers/ddpoptimizer.py	9	11	32
opacus/validators/multihead_attention.py	opacus/optimizers/perlayeroptimizer.py	9	11	29
opacus/validators/utils.py	opacus/grad_sample/utils.py	9	18	21
opacus/validators/utils.py	opacus/validators/batch_norm.py	9	18	21
opacus/validators/utils.py	opacus/validators/instance_norm.py	9	18	13
opacus/validators/utils.py	opacus/validators/lstm.py	9	18	11
opacus/validators/utils.py	opacus/validators/multihead_attention.py	9	18	11
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/grad_sample/grad_sample_module.py	8	20	57
opacus/optimizers/perlayeroptimizer.py	opacus/accountants/utils.py	8	29	17
opacus/optimizers/perlayeroptimizer.py	opacus/utils/batch_memory_manager.py	8	29	28
opacus/utils/tensor_utils.py	opacus/utils/module_utils.py	8	26	22
conftest.py	opacus/utils/tensor_utils.py	8	23	26
opacus/__init__.py	opacus/privacy_engine.py	8	13	123
opacus/accountants/__init__.py	opacus/optimizers/ddp_perlayeroptimizer.py	8	21	20
opacus/accountants/accountant.py	opacus/utils/module_utils.py	8	28	22
opacus/accountants/accountant.py	opacus/validators/module_validator.py	8	28	28
opacus/accountants/accountant.py	opacus/optimizers/ddpoptimizer.py	8	28	32
opacus/accountants/accountant.py	opacus/__init__.py	8	28	13
opacus/accountants/analysis/gdp.py	opacus/grad_sample/grad_sample_module.py	8	11	57
opacus/accountants/analysis/rdp.py	opacus/scripts/compute_dp_sgd_privacy.py	8	30	15
opacus/accountants/analysis/rdp.py	opacus/accountants/analysis/gdp.py	8	30	11
opacus/accountants/rdp.py	opacus/utils/module_utils.py	8	26	22
opacus/accountants/rdp.py	opacus/optimizers/ddpoptimizer.py	8	26	32
opacus/accountants/rdp.py	opacus/__init__.py	8	26	13
opacus/grad_sample/dp_multihead_attention.py	opacus/grad_sample/conv.py	8	9	21
opacus/grad_sample/dp_multihead_attention.py	opacus/privacy_engine.py	8	9	123
opacus/grad_sample/embedding.py	opacus/grad_sample/grad_sample_module.py	8	8	57
opacus/grad_sample/embedding.py	opacus/grad_sample/conv.py	8	8	21
opacus/grad_sample/embedding.py	opacus/grad_sample/dp_multihead_attention.py	8	8	9
opacus/grad_sample/group_norm.py	opacus/grad_sample/grad_sample_module.py	8	8	57
opacus/grad_sample/group_norm.py	opacus/grad_sample/conv.py	8	8	21
opacus/grad_sample/group_norm.py	opacus/grad_sample/dp_multihead_attention.py	8	8	9
opacus/grad_sample/group_norm.py	opacus/grad_sample/embedding.py	8	8	8
opacus/grad_sample/instance_norm.py	opacus/grad_sample/grad_sample_module.py	8	8	57
opacus/grad_sample/instance_norm.py	opacus/grad_sample/conv.py	8	8	21
opacus/grad_sample/instance_norm.py	opacus/grad_sample/dp_multihead_attention.py	8	8	9
opacus/grad_sample/instance_norm.py	opacus/grad_sample/embedding.py	8	8	8
opacus/grad_sample/instance_norm.py	opacus/grad_sample/group_norm.py	8	8	8
opacus/grad_sample/layer_norm.py	opacus/grad_sample/grad_sample_module.py	8	8	57
opacus/grad_sample/layer_norm.py	opacus/grad_sample/conv.py	8	8	21
opacus/grad_sample/layer_norm.py	opacus/grad_sample/dp_multihead_attention.py	8	8	9
opacus/grad_sample/layer_norm.py	opacus/grad_sample/embedding.py	8	8	8
opacus/grad_sample/layer_norm.py	opacus/grad_sample/group_norm.py	8	8	8
opacus/grad_sample/layer_norm.py	opacus/grad_sample/instance_norm.py	8	8	8
opacus/grad_sample/linear.py	opacus/grad_sample/conv.py	8	16	21
opacus/grad_sample/linear.py	opacus/grad_sample/dp_multihead_attention.py	8	16	9
opacus/grad_sample/linear.py	opacus/grad_sample/embedding.py	8	16	8
opacus/grad_sample/linear.py	opacus/grad_sample/group_norm.py	8	16	8
opacus/grad_sample/linear.py	opacus/grad_sample/instance_norm.py	8	16	8
opacus/grad_sample/linear.py	opacus/grad_sample/layer_norm.py	8	16	8
opacus/grad_sample/utils.py	opacus/grad_sample/dp_multihead_attention.py	8	21	9
opacus/grad_sample/utils.py	opacus/grad_sample/linear.py	8	21	16
opacus/layers/__init__.py	opacus/optimizers/optimizer.py	8	13	45
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/utils.py	8	15	21
opacus/layers/param_rename.py	opacus/layers/dp_multihead_attention.py	8	15	15
opacus/optimizers/__init__.py	opacus/utils/module_utils.py	8	13	22
opacus/optimizers/__init__.py	opacus/accountants/gdp.py	8	13	31
opacus/validators/__init__.py	opacus/grad_sample/grad_sample_module.py	8	17	57
opacus/validators/batch_norm.py	opacus/accountants/gdp.py	8	21	31
opacus/validators/instance_norm.py	opacus/utils/uniform_sampler.py	8	13	34
opacus/validators/lstm.py	opacus/grad_sample/grad_sample_module.py	8	11	57
opacus/validators/lstm.py	opacus/utils/uniform_sampler.py	8	11	34
opacus/validators/lstm.py	opacus/validators/__init__.py	8	11	17
opacus/validators/multihead_attention.py	opacus/grad_sample/grad_sample_module.py	8	11	57
opacus/validators/multihead_attention.py	opacus/utils/uniform_sampler.py	8	11	34
opacus/validators/multihead_attention.py	opacus/validators/__init__.py	8	11	17
opacus/validators/utils.py	opacus/utils/module_utils.py	8	18	22
opacus/validators/utils.py	opacus/utils/tensor_utils.py	8	18	26
opacus/validators/utils.py	opacus/validators/__init__.py	8	18	17
opacus/validators/module_validator.py	opacus/optimizers/optimizer.py	7	28	45
opacus/grad_sample/conv.py	opacus/utils/module_utils.py	7	21	22
opacus/grad_sample/conv.py	opacus/validators/module_validator.py	7	21	28
opacus/data_loader.py	opacus/grad_sample/conv.py	7	47	21
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/utils/batch_memory_manager.py	7	20	28
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/validators/module_validator.py	7	20	28
opacus/optimizers/ddpoptimizer.py	opacus/accountants/utils.py	7	32	17
opacus/optimizers/ddpoptimizer.py	opacus/validators/module_validator.py	7	32	28
opacus/optimizers/perlayeroptimizer.py	opacus/validators/module_validator.py	7	29	28
opacus/scripts/compute_dp_sgd_privacy.py	opacus/data_loader.py	7	15	47
opacus/utils/tensor_utils.py	opacus/accountants/utils.py	7	26	17
opacus/utils/tensor_utils.py	opacus/optimizers/ddpoptimizer.py	7	26	32
opacus/utils/uniform_sampler.py	opacus/accountants/utils.py	7	34	17
opacus/utils/uniform_sampler.py	opacus/scripts/compute_dp_sgd_privacy.py	7	34	15
opacus/accountants/__init__.py	opacus/utils/batch_memory_manager.py	7	21	28
opacus/accountants/__init__.py	opacus/utils/module_utils.py	7	21	22
opacus/accountants/accountant.py	opacus/utils/tensor_utils.py	7	28	26
opacus/accountants/analysis/gdp.py	opacus/utils/batch_memory_manager.py	7	11	28
opacus/accountants/analysis/gdp.py	opacus/utils/module_utils.py	7	11	22
opacus/accountants/analysis/gdp.py	opacus/accountants/utils.py	7	11	17
opacus/accountants/analysis/gdp.py	opacus/data_loader.py	7	11	47
opacus/accountants/analysis/gdp.py	opacus/utils/tensor_utils.py	7	11	26
opacus/accountants/analysis/gdp.py	opacus/utils/uniform_sampler.py	7	11	34
opacus/accountants/analysis/rdp.py	opacus/optimizers/ddp_perlayeroptimizer.py	7	30	20
opacus/accountants/analysis/rdp.py	opacus/optimizers/ddpoptimizer.py	7	30	32
opacus/accountants/analysis/rdp.py	opacus/optimizers/perlayeroptimizer.py	7	30	29
opacus/accountants/analysis/rdp.py	conftest.py	7	30	23
opacus/accountants/gdp.py	opacus/utils/tensor_utils.py	7	31	26
opacus/accountants/rdp.py	opacus/utils/tensor_utils.py	7	26	26
opacus/grad_sample/__init__.py	opacus/grad_sample/conv.py	7	11	21
opacus/grad_sample/dp_multihead_attention.py	opacus/utils/batch_memory_manager.py	7	9	28
opacus/grad_sample/dp_multihead_attention.py	opacus/grad_sample/__init__.py	7	9	11
opacus/grad_sample/dp_rnn.py	opacus/grad_sample/grad_sample_module.py	7	7	57
opacus/grad_sample/embedding.py	opacus/privacy_engine.py	7	8	123
opacus/grad_sample/embedding.py	opacus/grad_sample/__init__.py	7	8	11
opacus/grad_sample/group_norm.py	opacus/privacy_engine.py	7	8	123
opacus/grad_sample/group_norm.py	opacus/grad_sample/__init__.py	7	8	11
opacus/grad_sample/instance_norm.py	opacus/privacy_engine.py	7	8	123
opacus/grad_sample/instance_norm.py	opacus/grad_sample/__init__.py	7	8	11
opacus/grad_sample/layer_norm.py	opacus/privacy_engine.py	7	8	123
opacus/grad_sample/layer_norm.py	opacus/grad_sample/__init__.py	7	8	11
opacus/grad_sample/linear.py	opacus/privacy_engine.py	7	16	123
opacus/grad_sample/linear.py	opacus/grad_sample/__init__.py	7	16	11
opacus/grad_sample/utils.py	opacus/grad_sample/conv.py	7	21	21
opacus/grad_sample/utils.py	conftest.py	7	21	23
opacus/grad_sample/utils.py	opacus/grad_sample/embedding.py	7	21	8
opacus/grad_sample/utils.py	opacus/grad_sample/group_norm.py	7	21	8
opacus/grad_sample/utils.py	opacus/grad_sample/instance_norm.py	7	21	8
opacus/grad_sample/utils.py	opacus/grad_sample/layer_norm.py	7	21	8
opacus/layers/__init__.py	opacus/grad_sample/grad_sample_module.py	7	13	57
opacus/layers/__init__.py	opacus/grad_sample/__init__.py	7	13	11
opacus/layers/param_rename.py	opacus/privacy_engine.py	7	15	123
opacus/layers/param_rename.py	opacus/utils/tensor_utils.py	7	15	26
opacus/layers/param_rename.py	opacus/accountants/analysis/rdp.py	7	15	30
opacus/optimizers/__init__.py	opacus/validators/module_validator.py	7	13	28
opacus/optimizers/__init__.py	opacus/accountants/analysis/rdp.py	7	13	30
opacus/optimizers/utils.py	opacus/optimizers/optimizer.py	7	7	45
opacus/optimizers/utils.py	opacus/optimizers/perlayeroptimizer.py	7	7	29
opacus/scheduler.py	opacus/optimizers/optimizer.py	7	21	45
opacus/scheduler.py	opacus/grad_sample/grad_sample_module.py	7	21	57
opacus/validators/__init__.py	opacus/data_loader.py	7	17	47
opacus/validators/__init__.py	opacus/optimizers/ddp_perlayeroptimizer.py	7	17	20
opacus/validators/__init__.py	opacus/optimizers/ddpoptimizer.py	7	17	32
opacus/validators/__init__.py	opacus/optimizers/perlayeroptimizer.py	7	17	29
opacus/validators/__init__.py	opacus/optimizers/__init__.py	7	17	13
opacus/validators/batch_norm.py	opacus/accountants/analysis/rdp.py	7	21	30
opacus/validators/batch_norm.py	opacus/accountants/rdp.py	7	21	26
opacus/validators/batch_norm.py	opacus/optimizers/__init__.py	7	21	13
opacus/validators/errors.py	opacus/validators/module_validator.py	7	7	28
opacus/validators/errors.py	opacus/privacy_engine.py	7	7	123
opacus/validators/instance_norm.py	opacus/utils/batch_memory_manager.py	7	13	28
opacus/validators/instance_norm.py	opacus/accountants/gdp.py	7	13	31
opacus/validators/instance_norm.py	opacus/optimizers/__init__.py	7	13	13
opacus/validators/lstm.py	opacus/utils/batch_memory_manager.py	7	11	28
opacus/validators/lstm.py	opacus/accountants/gdp.py	7	11	31
opacus/validators/lstm.py	opacus/optimizers/__init__.py	7	11	13
opacus/validators/multihead_attention.py	opacus/utils/batch_memory_manager.py	7	11	28
opacus/validators/multihead_attention.py	opacus/accountants/gdp.py	7	11	31
opacus/validators/multihead_attention.py	opacus/optimizers/__init__.py	7	11	13
opacus/validators/utils.py	opacus/optimizers/optimizer.py	7	18	45
opacus/validators/utils.py	opacus/grad_sample/grad_sample_module.py	7	18	57
opacus/validators/utils.py	opacus/data_loader.py	7	18	47
opacus/validators/utils.py	opacus/optimizers/ddp_perlayeroptimizer.py	7	18	20
opacus/validators/utils.py	opacus/optimizers/ddpoptimizer.py	7	18	32
opacus/validators/utils.py	opacus/optimizers/perlayeroptimizer.py	7	18	29
opacus/validators/utils.py	conftest.py	7	18	23
opacus/validators/utils.py	opacus/layers/param_rename.py	7	18	15
opacus/validators/utils.py	opacus/optimizers/__init__.py	7	18	13
opacus/accountants/utils.py	opacus/utils/batch_memory_manager.py	6	17	28
opacus/accountants/utils.py	opacus/utils/module_utils.py	6	17	22
opacus/scripts/compute_dp_sgd_privacy.py	opacus/accountants/utils.py	6	15	17
opacus/scripts/compute_dp_sgd_privacy.py	opacus/utils/batch_memory_manager.py	6	15	28
opacus/scripts/compute_dp_sgd_privacy.py	opacus/grad_sample/grad_sample_module.py	6	15	57
opacus/scripts/compute_dp_sgd_privacy.py	opacus/utils/module_utils.py	6	15	22
opacus/scripts/compute_dp_sgd_privacy.py	opacus/validators/module_validator.py	6	15	28
opacus/scripts/compute_dp_sgd_privacy.py	opacus/grad_sample/conv.py	6	15	21
opacus/utils/tensor_utils.py	opacus/optimizers/optimizer.py	6	26	45
opacus/utils/tensor_utils.py	opacus/optimizers/perlayeroptimizer.py	6	26	29
opacus/utils/tensor_utils.py	opacus/validators/module_validator.py	6	26	28
setup.py	opacus/privacy_engine.py	6	28	123
conftest.py	opacus/optimizers/optimizer.py	6	23	45
conftest.py	opacus/grad_sample/grad_sample_module.py	6	23	57
conftest.py	opacus/optimizers/ddpoptimizer.py	6	23	32
conftest.py	opacus/optimizers/perlayeroptimizer.py	6	23	29
opacus/__init__.py	opacus/optimizers/optimizer.py	6	13	45
opacus/__init__.py	opacus/grad_sample/grad_sample_module.py	6	13	57
opacus/__init__.py	opacus/data_loader.py	6	13	47
opacus/__init__.py	opacus/optimizers/ddpoptimizer.py	6	13	32
opacus/__init__.py	opacus/optimizers/perlayeroptimizer.py	6	13	29
opacus/accountants/__init__.py	opacus/validators/module_validator.py	6	21	28
opacus/accountants/__init__.py	opacus/accountants/utils.py	6	21	17
opacus/accountants/__init__.py	opacus/__init__.py	6	21	13
opacus/accountants/accountant.py	opacus/optimizers/ddp_perlayeroptimizer.py	6	28	20
opacus/accountants/accountant.py	opacus/scripts/compute_dp_sgd_privacy.py	6	28	15
opacus/accountants/accountant.py	setup.py	6	28	28
opacus/accountants/analysis/rdp.py	opacus/optimizers/optimizer.py	6	30	45
opacus/accountants/gdp.py	opacus/scripts/compute_dp_sgd_privacy.py	6	31	15
opacus/accountants/rdp.py	opacus/optimizers/ddp_perlayeroptimizer.py	6	26	20
opacus/accountants/rdp.py	opacus/scripts/compute_dp_sgd_privacy.py	6	26	15
opacus/distributed.py	opacus/optimizers/optimizer.py	6	10	45
opacus/distributed.py	opacus/optimizers/ddp_perlayeroptimizer.py	6	10	20
opacus/distributed.py	opacus/optimizers/ddpoptimizer.py	6	10	32
opacus/distributed.py	opacus/optimizers/perlayeroptimizer.py	6	10	29
opacus/distributed.py	opacus/utils/uniform_sampler.py	6	10	34
opacus/distributed.py	conftest.py	6	10	23
opacus/grad_sample/dp_rnn.py	opacus/grad_sample/__init__.py	6	7	11
opacus/grad_sample/embedding.py	opacus/utils/batch_memory_manager.py	6	8	28
opacus/grad_sample/group_norm.py	opacus/utils/batch_memory_manager.py	6	8	28
opacus/grad_sample/instance_norm.py	opacus/utils/batch_memory_manager.py	6	8	28
opacus/grad_sample/layer_norm.py	opacus/utils/batch_memory_manager.py	6	8	28
opacus/grad_sample/linear.py	opacus/utils/batch_memory_manager.py	6	16	28
opacus/grad_sample/utils.py	opacus/utils/batch_memory_manager.py	6	21	28
opacus/grad_sample/utils.py	opacus/optimizers/optimizer.py	6	21	45
opacus/grad_sample/utils.py	opacus/utils/tensor_utils.py	6	21	26
opacus/grad_sample/utils.py	opacus/utils/uniform_sampler.py	6	21	34
opacus/grad_sample/utils.py	opacus/accountants/__init__.py	6	21	21
opacus/grad_sample/utils.py	opacus/accountants/gdp.py	6	21	31
opacus/grad_sample/utils.py	opacus/grad_sample/dp_rnn.py	6	21	7
opacus/layers/__init__.py	opacus/data_loader.py	6	13	47
opacus/layers/__init__.py	opacus/optimizers/ddp_perlayeroptimizer.py	6	13	20
opacus/layers/__init__.py	opacus/optimizers/ddpoptimizer.py	6	13	32
opacus/layers/__init__.py	opacus/optimizers/perlayeroptimizer.py	6	13	29
opacus/layers/__init__.py	opacus/utils/uniform_sampler.py	6	13	34
opacus/layers/__init__.py	opacus/distributed.py	6	13	10
opacus/layers/__init__.py	opacus/grad_sample/dp_rnn.py	6	13	7
opacus/layers/__init__.py	opacus/grad_sample/utils.py	6	13	21
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/grad_sample_module.py	6	15	57
opacus/layers/dp_multihead_attention.py	conftest.py	6	15	23
opacus/layers/param_rename.py	opacus/grad_sample/grad_sample_module.py	6	15	57
opacus/layers/param_rename.py	conftest.py	6	15	23
opacus/layers/param_rename.py	opacus/grad_sample/__init__.py	6	15	11
opacus/layers/param_rename.py	opacus/grad_sample/dp_rnn.py	6	15	7
opacus/layers/param_rename.py	opacus/layers/__init__.py	6	15	13
opacus/optimizers/__init__.py	opacus/distributed.py	6	13	10
opacus/optimizers/__init__.py	opacus/layers/__init__.py	6	13	13
opacus/scheduler.py	opacus/grad_sample/conv.py	6	21	21
opacus/scheduler.py	opacus/optimizers/ddp_perlayeroptimizer.py	6	21	20
opacus/scheduler.py	opacus/optimizers/ddpoptimizer.py	6	21	32
opacus/scheduler.py	opacus/optimizers/perlayeroptimizer.py	6	21	29
opacus/scheduler.py	opacus/scripts/compute_dp_sgd_privacy.py	6	21	15
opacus/scheduler.py	opacus/utils/tensor_utils.py	6	21	26
opacus/scheduler.py	conftest.py	6	21	23
opacus/scheduler.py	opacus/accountants/__init__.py	6	21	21
opacus/scheduler.py	opacus/accountants/accountant.py	6	21	28
opacus/scheduler.py	opacus/accountants/rdp.py	6	21	26
opacus/scheduler.py	opacus/distributed.py	6	21	10
opacus/scheduler.py	opacus/optimizers/__init__.py	6	21	13
opacus/validators/__init__.py	opacus/utils/uniform_sampler.py	6	17	34
opacus/validators/__init__.py	opacus/accountants/__init__.py	6	17	21
opacus/validators/__init__.py	opacus/accountants/analysis/rdp.py	6	17	30
opacus/validators/__init__.py	opacus/accountants/gdp.py	6	17	31
opacus/validators/__init__.py	opacus/grad_sample/utils.py	6	17	21
opacus/validators/batch_norm.py	opacus/accountants/__init__.py	6	21	21
opacus/validators/batch_norm.py	opacus/scheduler.py	6	21	21
opacus/validators/errors.py	opacus/grad_sample/grad_sample_module.py	6	7	57
opacus/validators/errors.py	opacus/validators/__init__.py	6	7	17
opacus/validators/errors.py	opacus/validators/batch_norm.py	6	7	21
opacus/validators/instance_norm.py	opacus/accountants/__init__.py	6	13	21
opacus/validators/instance_norm.py	opacus/accountants/analysis/rdp.py	6	13	30
opacus/validators/instance_norm.py	opacus/validators/errors.py	6	13	7
opacus/validators/lstm.py	opacus/accountants/__init__.py	6	11	21
opacus/validators/lstm.py	opacus/accountants/analysis/rdp.py	6	11	30
opacus/validators/multihead_attention.py	opacus/accountants/__init__.py	6	11	21
opacus/validators/multihead_attention.py	opacus/accountants/analysis/rdp.py	6	11	30
opacus/validators/utils.py	opacus/utils/uniform_sampler.py	6	18	34
opacus/validators/utils.py	opacus/accountants/__init__.py	6	18	21
opacus/validators/utils.py	opacus/accountants/gdp.py	6	18	31
opacus/layers/dp_rnn.py	opacus/grad_sample/grad_sample_module.py	5	7	57
opacus/grad_sample/conv.py	opacus/optimizers/optimizer.py	5	21	45
opacus/accountants/utils.py	opacus/validators/module_validator.py	5	17	28
opacus/accountants/utils.py	opacus/grad_sample/conv.py	5	17	21
opacus/optimizers/ddpoptimizer.py	opacus/grad_sample/conv.py	5	32	21
opacus/utils/tensor_utils.py	opacus/optimizers/ddp_perlayeroptimizer.py	5	26	20
conftest.py	opacus/utils/batch_memory_manager.py	5	23	28
opacus/__init__.py	opacus/accountants/utils.py	5	13	17
opacus/accountants/__init__.py	opacus/grad_sample/conv.py	5	21	21
opacus/accountants/accountant.py	conftest.py	5	28	23
opacus/accountants/analysis/gdp.py	opacus/validators/module_validator.py	5	11	28
opacus/accountants/analysis/gdp.py	opacus/grad_sample/conv.py	5	11	21
opacus/accountants/analysis/gdp.py	opacus/scripts/compute_dp_sgd_privacy.py	5	11	15
opacus/accountants/analysis/rdp.py	opacus/accountants/utils.py	5	30	17
opacus/accountants/gdp.py	conftest.py	5	31	23
opacus/accountants/rdp.py	conftest.py	5	26	23
opacus/grad_sample/__init__.py	opacus/utils/batch_memory_manager.py	5	11	28
opacus/grad_sample/__init__.py	opacus/optimizers/optimizer.py	5	11	45
opacus/grad_sample/__init__.py	opacus/utils/uniform_sampler.py	5	11	34
opacus/grad_sample/__init__.py	opacus/accountants/__init__.py	5	11	21
opacus/grad_sample/__init__.py	opacus/accountants/accountant.py	5	11	28
opacus/grad_sample/__init__.py	opacus/accountants/analysis/rdp.py	5	11	30
opacus/grad_sample/__init__.py	opacus/accountants/gdp.py	5	11	31
opacus/grad_sample/__init__.py	opacus/accountants/rdp.py	5	11	26
opacus/grad_sample/__init__.py	opacus/layers/dp_rnn.py	5	11	7
opacus/grad_sample/dp_multihead_attention.py	opacus/utils/uniform_sampler.py	5	9	34
opacus/grad_sample/dp_multihead_attention.py	opacus/accountants/__init__.py	5	9	21
opacus/grad_sample/dp_multihead_attention.py	opacus/accountants/accountant.py	5	9	28
opacus/grad_sample/dp_multihead_attention.py	opacus/accountants/analysis/rdp.py	5	9	30
opacus/grad_sample/dp_multihead_attention.py	opacus/accountants/gdp.py	5	9	31
opacus/grad_sample/dp_multihead_attention.py	opacus/accountants/rdp.py	5	9	26
opacus/grad_sample/dp_rnn.py	opacus/optimizers/optimizer.py	5	7	45
opacus/grad_sample/dp_rnn.py	opacus/privacy_engine.py	5	7	123
opacus/grad_sample/dp_rnn.py	opacus/layers/dp_rnn.py	5	7	7
opacus/grad_sample/embedding.py	opacus/utils/uniform_sampler.py	5	8	34
opacus/grad_sample/embedding.py	opacus/accountants/__init__.py	5	8	21
opacus/grad_sample/embedding.py	opacus/accountants/accountant.py	5	8	28
opacus/grad_sample/embedding.py	opacus/accountants/analysis/rdp.py	5	8	30
opacus/grad_sample/embedding.py	opacus/accountants/gdp.py	5	8	31
opacus/grad_sample/embedding.py	opacus/accountants/rdp.py	5	8	26
opacus/grad_sample/group_norm.py	opacus/utils/uniform_sampler.py	5	8	34
opacus/grad_sample/group_norm.py	opacus/accountants/__init__.py	5	8	21
opacus/grad_sample/group_norm.py	opacus/accountants/accountant.py	5	8	28
opacus/grad_sample/group_norm.py	opacus/accountants/analysis/rdp.py	5	8	30
opacus/grad_sample/group_norm.py	opacus/accountants/gdp.py	5	8	31
opacus/grad_sample/group_norm.py	opacus/accountants/rdp.py	5	8	26
opacus/grad_sample/instance_norm.py	opacus/utils/uniform_sampler.py	5	8	34
opacus/grad_sample/instance_norm.py	opacus/accountants/__init__.py	5	8	21
opacus/grad_sample/instance_norm.py	opacus/accountants/accountant.py	5	8	28
opacus/grad_sample/instance_norm.py	opacus/accountants/analysis/rdp.py	5	8	30
opacus/grad_sample/instance_norm.py	opacus/accountants/gdp.py	5	8	31
opacus/grad_sample/instance_norm.py	opacus/accountants/rdp.py	5	8	26
opacus/grad_sample/layer_norm.py	opacus/utils/uniform_sampler.py	5	8	34
opacus/grad_sample/layer_norm.py	opacus/accountants/__init__.py	5	8	21
opacus/grad_sample/layer_norm.py	opacus/accountants/accountant.py	5	8	28
opacus/grad_sample/layer_norm.py	opacus/accountants/analysis/rdp.py	5	8	30
opacus/grad_sample/layer_norm.py	opacus/accountants/gdp.py	5	8	31
opacus/grad_sample/layer_norm.py	opacus/accountants/rdp.py	5	8	26
opacus/grad_sample/linear.py	opacus/utils/uniform_sampler.py	5	16	34
opacus/grad_sample/linear.py	opacus/accountants/__init__.py	5	16	21
opacus/grad_sample/linear.py	opacus/accountants/accountant.py	5	16	28
opacus/grad_sample/linear.py	opacus/accountants/analysis/rdp.py	5	16	30
opacus/grad_sample/linear.py	opacus/accountants/gdp.py	5	16	31
opacus/grad_sample/linear.py	opacus/accountants/rdp.py	5	16	26
opacus/grad_sample/utils.py	opacus/accountants/accountant.py	5	21	28
opacus/grad_sample/utils.py	opacus/accountants/rdp.py	5	21	26
opacus/layers/__init__.py	opacus/layers/dp_rnn.py	5	13	7
opacus/layers/dp_multihead_attention.py	opacus/optimizers/optimizer.py	5	15	45
opacus/layers/dp_multihead_attention.py	opacus/utils/tensor_utils.py	5	15	26
opacus/layers/dp_multihead_attention.py	opacus/accountants/analysis/rdp.py	5	15	30
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/__init__.py	5	15	11
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/dp_rnn.py	5	15	7
opacus/layers/dp_multihead_attention.py	opacus/layers/__init__.py	5	15	13
opacus/layers/param_rename.py	opacus/layers/dp_rnn.py	5	15	7
opacus/optimizers/__init__.py	opacus/utils/batch_memory_manager.py	5	13	28
opacus/optimizers/__init__.py	opacus/grad_sample/grad_sample_module.py	5	13	57
opacus/optimizers/__init__.py	opacus/accountants/accountant.py	5	13	28
opacus/optimizers/utils.py	opacus/utils/batch_memory_manager.py	5	7	28
opacus/optimizers/utils.py	opacus/grad_sample/grad_sample_module.py	5	7	57
opacus/optimizers/utils.py	opacus/optimizers/ddpoptimizer.py	5	7	32
opacus/optimizers/utils.py	opacus/utils/tensor_utils.py	5	7	26
opacus/scheduler.py	opacus/accountants/utils.py	5	21	17
opacus/scheduler.py	opacus/accountants/analysis/gdp.py	5	21	11
opacus/validators/__init__.py	opacus/utils/batch_memory_manager.py	5	17	28
opacus/validators/__init__.py	opacus/grad_sample/__init__.py	5	17	11
opacus/validators/__init__.py	opacus/grad_sample/dp_rnn.py	5	17	7
opacus/validators/__init__.py	opacus/layers/__init__.py	5	17	13
opacus/validators/__init__.py	opacus/scheduler.py	5	17	21
opacus/validators/batch_norm.py	opacus/utils/tensor_utils.py	5	21	26
opacus/validators/batch_norm.py	opacus/accountants/accountant.py	5	21	28
opacus/validators/errors.py	opacus/utils/module_utils.py	5	7	22
opacus/validators/instance_norm.py	opacus/scheduler.py	5	13	21
opacus/validators/lstm.py	opacus/scheduler.py	5	11	21
opacus/validators/lstm.py	opacus/validators/errors.py	5	11	7
opacus/validators/multihead_attention.py	opacus/scheduler.py	5	11	21
opacus/validators/multihead_attention.py	opacus/validators/errors.py	5	11	7
opacus/validators/utils.py	opacus/utils/batch_memory_manager.py	5	18	28
opacus/validators/utils.py	opacus/layers/dp_multihead_attention.py	5	18	15
opacus/validators/utils.py	opacus/scheduler.py	5	18	21
opacus/validators/utils.py	opacus/validators/errors.py	5	18	7
opacus/utils/packed_sequences.py	opacus/grad_sample/grad_sample_module.py	5	8	57
opacus/utils/packed_sequences.py	opacus/layers/dp_rnn.py	5	8	7
opacus/utils/packed_sequences.py	opacus/grad_sample/__init__.py	5	8	11
opacus/utils/packed_sequences.py	opacus/grad_sample/dp_rnn.py	5	8	7
opacus/utils/packed_sequences.py	opacus/layers/__init__.py	5	8	13
opacus/utils/packed_sequences.py	opacus/layers/param_rename.py	5	8	15
opacus/layers/dp_rnn.py	opacus/optimizers/optimizer.py	4	7	45
website/pages/tutorials/index.js	opacus/grad_sample/grad_sample_module.py	4	11	57
website/pages/tutorials/index.js	opacus/layers/dp_rnn.py	4	11	7
opacus/privacy_engine.py	opacus/layers/dp_rnn.py	4	123	7
opacus/optimizers/perlayeroptimizer.py	opacus/grad_sample/conv.py	4	29	21
setup.py	opacus/grad_sample/grad_sample_module.py	4	28	57
setup.py	opacus/validators/module_validator.py	4	28	28
conftest.py	opacus/utils/module_utils.py	4	23	22
conftest.py	opacus/accountants/utils.py	4	23	17
conftest.py	opacus/optimizers/ddp_perlayeroptimizer.py	4	23	20
conftest.py	opacus/scripts/compute_dp_sgd_privacy.py	4	23	15
conftest.py	opacus/utils/uniform_sampler.py	4	23	34
opacus/__init__.py	opacus/optimizers/ddp_perlayeroptimizer.py	4	13	20
opacus/__init__.py	conftest.py	4	13	23
opacus/accountants/__init__.py	conftest.py	4	21	23
opacus/accountants/analysis/__init__.py	opacus/privacy_engine.py	4	4	123
opacus/accountants/analysis/__init__.py	opacus/accountants/__init__.py	4	4	21
opacus/accountants/analysis/gdp.py	opacus/optimizers/optimizer.py	4	11	45
opacus/accountants/analysis/gdp.py	opacus/accountants/__init__.py	4	11	21
opacus/accountants/analysis/gdp.py	opacus/accountants/analysis/__init__.py	4	11	4
opacus/accountants/analysis/rdp.py	opacus/accountants/analysis/__init__.py	4	30	4
opacus/accountants/gdp.py	opacus/accountants/analysis/__init__.py	4	31	4
opacus/accountants/rdp.py	opacus/accountants/analysis/__init__.py	4	26	4
opacus/grad_sample/__init__.py	website/pages/tutorials/index.js	4	11	11
opacus/grad_sample/dp_rnn.py	website/pages/tutorials/index.js	4	7	11
opacus/grad_sample/utils.py	opacus/utils/module_utils.py	4	21	22
opacus/grad_sample/utils.py	opacus/validators/module_validator.py	4	21	28
opacus/grad_sample/utils.py	opacus/data_loader.py	4	21	47
opacus/grad_sample/utils.py	opacus/optimizers/ddp_perlayeroptimizer.py	4	21	20
opacus/grad_sample/utils.py	opacus/optimizers/ddpoptimizer.py	4	21	32
opacus/grad_sample/utils.py	opacus/optimizers/perlayeroptimizer.py	4	21	29
opacus/grad_sample/utils.py	opacus/scripts/compute_dp_sgd_privacy.py	4	21	15
opacus/grad_sample/utils.py	opacus/layers/dp_rnn.py	4	21	7
opacus/grad_sample/utils.py	website/pages/tutorials/index.js	4	21	11
opacus/layers/__init__.py	website/pages/tutorials/index.js	4	13	11
opacus/layers/dp_multihead_attention.py	opacus/scripts/compute_dp_sgd_privacy.py	4	15	15
opacus/layers/dp_multihead_attention.py	opacus/layers/dp_rnn.py	4	15	7
opacus/layers/dp_multihead_attention.py	website/pages/tutorials/index.js	4	15	11
opacus/layers/param_rename.py	opacus/optimizers/optimizer.py	4	15	45
opacus/layers/param_rename.py	opacus/scripts/compute_dp_sgd_privacy.py	4	15	15
opacus/layers/param_rename.py	website/pages/tutorials/index.js	4	15	11
opacus/optimizers/__init__.py	opacus/accountants/rdp.py	4	13	26
opacus/optimizers/__init__.py	opacus/grad_sample/utils.py	4	13	21
opacus/optimizers/utils.py	opacus/utils/module_utils.py	4	7	22
opacus/optimizers/utils.py	opacus/data_loader.py	4	7	47
opacus/optimizers/utils.py	opacus/optimizers/ddp_perlayeroptimizer.py	4	7	20
opacus/optimizers/utils.py	opacus/utils/uniform_sampler.py	4	7	34
opacus/optimizers/utils.py	conftest.py	4	7	23
opacus/validators/__init__.py	opacus/layers/dp_multihead_attention.py	4	17	15
opacus/validators/__init__.py	opacus/layers/param_rename.py	4	17	15
opacus/validators/batch_norm.py	opacus/grad_sample/conv.py	4	21	21
opacus/validators/batch_norm.py	conftest.py	4	21	23
opacus/validators/batch_norm.py	opacus/accountants/analysis/gdp.py	4	21	11
opacus/validators/batch_norm.py	opacus/grad_sample/utils.py	4	21	21
opacus/validators/batch_norm.py	opacus/optimizers/utils.py	4	21	7
opacus/validators/instance_norm.py	opacus/utils/tensor_utils.py	4	13	26
opacus/validators/instance_norm.py	conftest.py	4	13	23
opacus/validators/instance_norm.py	opacus/accountants/accountant.py	4	13	28
opacus/validators/instance_norm.py	opacus/accountants/rdp.py	4	13	26
opacus/validators/instance_norm.py	opacus/grad_sample/utils.py	4	13	21
opacus/validators/instance_norm.py	opacus/optimizers/utils.py	4	13	7
opacus/validators/lstm.py	opacus/utils/tensor_utils.py	4	11	26
opacus/validators/lstm.py	conftest.py	4	11	23
opacus/validators/lstm.py	opacus/accountants/accountant.py	4	11	28
opacus/validators/lstm.py	opacus/accountants/rdp.py	4	11	26
opacus/validators/lstm.py	opacus/grad_sample/utils.py	4	11	21
opacus/validators/lstm.py	opacus/optimizers/utils.py	4	11	7
opacus/validators/multihead_attention.py	opacus/utils/tensor_utils.py	4	11	26
opacus/validators/multihead_attention.py	conftest.py	4	11	23
opacus/validators/multihead_attention.py	opacus/accountants/accountant.py	4	11	28
opacus/validators/multihead_attention.py	opacus/accountants/rdp.py	4	11	26
opacus/validators/multihead_attention.py	opacus/grad_sample/utils.py	4	11	21
opacus/validators/multihead_attention.py	opacus/optimizers/utils.py	4	11	7
opacus/validators/utils.py	opacus/scripts/compute_dp_sgd_privacy.py	4	18	15
scripts/pytorch_install.ps1	opacus/grad_sample/grad_sample_module.py	4	8	57
scripts/pytorch_install.ps1	opacus/validators/module_validator.py	4	8	28
scripts/pytorch_install.ps1	opacus/privacy_engine.py	4	8	123
scripts/pytorch_install.ps1	setup.py	4	8	28
scripts/pytorch_install.ps1	opacus/accountants/accountant.py	4	8	28
opacus/utils/packed_sequences.py	website/pages/tutorials/index.js	4	8	11
opacus/utils/packed_sequences.py	opacus/grad_sample/utils.py	4	8	21
opacus/utils/packed_sequences.py	opacus/layers/dp_multihead_attention.py	4	8	15
website/pages/tutorials/index.js	opacus/optimizers/optimizer.py	3	11	45
opacus/privacy_engine.py	website/pages/tutorials/index.js	3	123	11
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/accountants/utils.py	3	20	17
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/grad_sample/conv.py	3	20	21
opacus/scripts/compute_dp_sgd_privacy.py	opacus/optimizers/optimizer.py	3	15	45
opacus/scripts/compute_dp_sgd_privacy.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	15	20
opacus/scripts/compute_dp_sgd_privacy.py	opacus/optimizers/ddpoptimizer.py	3	15	32
opacus/scripts/compute_dp_sgd_privacy.py	opacus/optimizers/perlayeroptimizer.py	3	15	29
setup.py	opacus/utils/batch_memory_manager.py	3	28	28
setup.py	opacus/utils/module_utils.py	3	28	22
setup.py	opacus/grad_sample/conv.py	3	28	21
setup.py	opacus/accountants/utils.py	3	28	17
setup.py	opacus/data_loader.py	3	28	47
setup.py	opacus/scripts/compute_dp_sgd_privacy.py	3	28	15
setup.py	opacus/utils/tensor_utils.py	3	28	26
setup.py	opacus/utils/uniform_sampler.py	3	28	34
opacus/accountants/analysis/__init__.py	opacus/accountants/accountant.py	3	4	28
opacus/accountants/analysis/gdp.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	11	20
opacus/accountants/analysis/gdp.py	opacus/optimizers/ddpoptimizer.py	3	11	32
opacus/accountants/analysis/gdp.py	opacus/optimizers/perlayeroptimizer.py	3	11	29
opacus/accountants/analysis/gdp.py	setup.py	3	11	28
opacus/accountants/analysis/gdp.py	conftest.py	3	11	23
opacus/accountants/analysis/rdp.py	setup.py	3	30	28
opacus/accountants/gdp.py	setup.py	3	31	28
opacus/accountants/rdp.py	setup.py	3	26	28
opacus/distributed.py	opacus/utils/batch_memory_manager.py	3	10	28
opacus/distributed.py	opacus/grad_sample/grad_sample_module.py	3	10	57
opacus/distributed.py	opacus/utils/module_utils.py	3	10	22
opacus/distributed.py	opacus/validators/module_validator.py	3	10	28
opacus/distributed.py	opacus/grad_sample/conv.py	3	10	21
opacus/distributed.py	opacus/accountants/__init__.py	3	10	21
opacus/distributed.py	opacus/accountants/accountant.py	3	10	28
opacus/distributed.py	opacus/accountants/analysis/rdp.py	3	10	30
opacus/distributed.py	opacus/accountants/gdp.py	3	10	31
opacus/distributed.py	opacus/accountants/rdp.py	3	10	26
opacus/grad_sample/__init__.py	opacus/utils/module_utils.py	3	11	22
opacus/grad_sample/__init__.py	opacus/validators/module_validator.py	3	11	28
opacus/grad_sample/__init__.py	opacus/data_loader.py	3	11	47
opacus/grad_sample/__init__.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	11	20
opacus/grad_sample/__init__.py	opacus/optimizers/ddpoptimizer.py	3	11	32
opacus/grad_sample/__init__.py	opacus/optimizers/perlayeroptimizer.py	3	11	29
opacus/grad_sample/__init__.py	opacus/distributed.py	3	11	10
opacus/grad_sample/dp_multihead_attention.py	opacus/optimizers/optimizer.py	3	9	45
opacus/grad_sample/dp_multihead_attention.py	opacus/utils/module_utils.py	3	9	22
opacus/grad_sample/dp_multihead_attention.py	opacus/validators/module_validator.py	3	9	28
opacus/grad_sample/dp_multihead_attention.py	opacus/data_loader.py	3	9	47
opacus/grad_sample/dp_multihead_attention.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	9	20
opacus/grad_sample/dp_multihead_attention.py	opacus/optimizers/ddpoptimizer.py	3	9	32
opacus/grad_sample/dp_multihead_attention.py	opacus/optimizers/perlayeroptimizer.py	3	9	29
opacus/grad_sample/dp_multihead_attention.py	opacus/distributed.py	3	9	10
opacus/grad_sample/dp_rnn.py	opacus/utils/module_utils.py	3	7	22
opacus/grad_sample/dp_rnn.py	opacus/validators/module_validator.py	3	7	28
opacus/grad_sample/dp_rnn.py	opacus/data_loader.py	3	7	47
opacus/grad_sample/dp_rnn.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	7	20
opacus/grad_sample/dp_rnn.py	opacus/optimizers/ddpoptimizer.py	3	7	32
opacus/grad_sample/dp_rnn.py	opacus/optimizers/perlayeroptimizer.py	3	7	29
opacus/grad_sample/dp_rnn.py	opacus/utils/uniform_sampler.py	3	7	34
opacus/grad_sample/dp_rnn.py	opacus/accountants/__init__.py	3	7	21
opacus/grad_sample/dp_rnn.py	opacus/accountants/analysis/rdp.py	3	7	30
opacus/grad_sample/dp_rnn.py	opacus/accountants/gdp.py	3	7	31
opacus/grad_sample/embedding.py	opacus/optimizers/optimizer.py	3	8	45
opacus/grad_sample/embedding.py	opacus/utils/module_utils.py	3	8	22
opacus/grad_sample/embedding.py	opacus/validators/module_validator.py	3	8	28
opacus/grad_sample/embedding.py	opacus/data_loader.py	3	8	47
opacus/grad_sample/embedding.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	8	20
opacus/grad_sample/embedding.py	opacus/optimizers/ddpoptimizer.py	3	8	32
opacus/grad_sample/embedding.py	opacus/optimizers/perlayeroptimizer.py	3	8	29
opacus/grad_sample/embedding.py	opacus/distributed.py	3	8	10
opacus/grad_sample/group_norm.py	opacus/optimizers/optimizer.py	3	8	45
opacus/grad_sample/group_norm.py	opacus/utils/module_utils.py	3	8	22
opacus/grad_sample/group_norm.py	opacus/validators/module_validator.py	3	8	28
opacus/grad_sample/group_norm.py	opacus/data_loader.py	3	8	47
opacus/grad_sample/group_norm.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	8	20
opacus/grad_sample/group_norm.py	opacus/optimizers/ddpoptimizer.py	3	8	32
opacus/grad_sample/group_norm.py	opacus/optimizers/perlayeroptimizer.py	3	8	29
opacus/grad_sample/group_norm.py	opacus/distributed.py	3	8	10
opacus/grad_sample/instance_norm.py	opacus/optimizers/optimizer.py	3	8	45
opacus/grad_sample/instance_norm.py	opacus/utils/module_utils.py	3	8	22
opacus/grad_sample/instance_norm.py	opacus/validators/module_validator.py	3	8	28
opacus/grad_sample/instance_norm.py	opacus/data_loader.py	3	8	47
opacus/grad_sample/instance_norm.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	8	20
opacus/grad_sample/instance_norm.py	opacus/optimizers/ddpoptimizer.py	3	8	32
opacus/grad_sample/instance_norm.py	opacus/optimizers/perlayeroptimizer.py	3	8	29
opacus/grad_sample/instance_norm.py	opacus/distributed.py	3	8	10
opacus/grad_sample/layer_norm.py	opacus/optimizers/optimizer.py	3	8	45
opacus/grad_sample/layer_norm.py	opacus/utils/module_utils.py	3	8	22
opacus/grad_sample/layer_norm.py	opacus/validators/module_validator.py	3	8	28
opacus/grad_sample/layer_norm.py	opacus/data_loader.py	3	8	47
opacus/grad_sample/layer_norm.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	8	20
opacus/grad_sample/layer_norm.py	opacus/optimizers/ddpoptimizer.py	3	8	32
opacus/grad_sample/layer_norm.py	opacus/optimizers/perlayeroptimizer.py	3	8	29
opacus/grad_sample/layer_norm.py	opacus/distributed.py	3	8	10
opacus/grad_sample/linear.py	opacus/optimizers/optimizer.py	3	16	45
opacus/grad_sample/linear.py	opacus/utils/module_utils.py	3	16	22
opacus/grad_sample/linear.py	opacus/validators/module_validator.py	3	16	28
opacus/grad_sample/linear.py	opacus/data_loader.py	3	16	47
opacus/grad_sample/linear.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	16	20
opacus/grad_sample/linear.py	opacus/optimizers/ddpoptimizer.py	3	16	32
opacus/grad_sample/linear.py	opacus/optimizers/perlayeroptimizer.py	3	16	29
opacus/grad_sample/linear.py	opacus/distributed.py	3	16	10
opacus/grad_sample/utils.py	opacus/distributed.py	3	21	10
opacus/layers/__init__.py	opacus/utils/batch_memory_manager.py	3	13	28
opacus/layers/__init__.py	opacus/utils/module_utils.py	3	13	22
opacus/layers/__init__.py	opacus/validators/module_validator.py	3	13	28
opacus/layers/__init__.py	opacus/grad_sample/conv.py	3	13	21
opacus/layers/__init__.py	opacus/accountants/__init__.py	3	13	21
opacus/layers/__init__.py	opacus/accountants/accountant.py	3	13	28
opacus/layers/__init__.py	opacus/accountants/analysis/rdp.py	3	13	30
opacus/layers/__init__.py	opacus/accountants/gdp.py	3	13	31
opacus/layers/__init__.py	opacus/accountants/rdp.py	3	13	26
opacus/layers/__init__.py	opacus/grad_sample/dp_multihead_attention.py	3	13	9
opacus/layers/__init__.py	opacus/grad_sample/embedding.py	3	13	8
opacus/layers/__init__.py	opacus/grad_sample/group_norm.py	3	13	8
opacus/layers/__init__.py	opacus/grad_sample/instance_norm.py	3	13	8
opacus/layers/__init__.py	opacus/grad_sample/layer_norm.py	3	13	8
opacus/layers/__init__.py	opacus/grad_sample/linear.py	3	13	16
opacus/layers/dp_multihead_attention.py	opacus/data_loader.py	3	15	47
opacus/layers/dp_multihead_attention.py	opacus/optimizers/ddpoptimizer.py	3	15	32
opacus/layers/dp_multihead_attention.py	opacus/optimizers/perlayeroptimizer.py	3	15	29
opacus/layers/dp_multihead_attention.py	opacus/__init__.py	3	15	13
opacus/layers/dp_multihead_attention.py	opacus/accountants/__init__.py	3	15	21
opacus/layers/dp_multihead_attention.py	opacus/accountants/accountant.py	3	15	28
opacus/layers/dp_multihead_attention.py	opacus/accountants/gdp.py	3	15	31
opacus/layers/dp_multihead_attention.py	opacus/accountants/rdp.py	3	15	26
opacus/optimizers/__init__.py	opacus/grad_sample/conv.py	3	13	21
opacus/optimizers/__init__.py	opacus/__init__.py	3	13	13
opacus/optimizers/__init__.py	opacus/grad_sample/__init__.py	3	13	11
opacus/optimizers/__init__.py	opacus/grad_sample/dp_multihead_attention.py	3	13	9
opacus/optimizers/__init__.py	opacus/grad_sample/dp_rnn.py	3	13	7
opacus/optimizers/__init__.py	opacus/grad_sample/embedding.py	3	13	8
opacus/optimizers/__init__.py	opacus/grad_sample/group_norm.py	3	13	8
opacus/optimizers/__init__.py	opacus/grad_sample/instance_norm.py	3	13	8
opacus/optimizers/__init__.py	opacus/grad_sample/layer_norm.py	3	13	8
opacus/optimizers/__init__.py	opacus/grad_sample/linear.py	3	13	16
opacus/optimizers/utils.py	opacus/grad_sample/conv.py	3	7	21
opacus/optimizers/utils.py	opacus/privacy_engine.py	3	7	123
opacus/optimizers/utils.py	opacus/accountants/accountant.py	3	7	28
opacus/optimizers/utils.py	opacus/accountants/analysis/gdp.py	3	7	11
opacus/optimizers/utils.py	opacus/accountants/gdp.py	3	7	31
opacus/optimizers/utils.py	opacus/accountants/rdp.py	3	7	26
opacus/scheduler.py	setup.py	3	21	28
opacus/scheduler.py	opacus/grad_sample/dp_rnn.py	3	21	7
opacus/scheduler.py	opacus/grad_sample/utils.py	3	21	21
opacus/validators/__init__.py	opacus/grad_sample/conv.py	3	17	21
opacus/validators/__init__.py	opacus/accountants/accountant.py	3	17	28
opacus/validators/__init__.py	opacus/accountants/rdp.py	3	17	26
opacus/validators/__init__.py	opacus/distributed.py	3	17	10
opacus/validators/__init__.py	opacus/grad_sample/dp_multihead_attention.py	3	17	9
opacus/validators/__init__.py	opacus/grad_sample/embedding.py	3	17	8
opacus/validators/__init__.py	opacus/grad_sample/group_norm.py	3	17	8
opacus/validators/__init__.py	opacus/grad_sample/instance_norm.py	3	17	8
opacus/validators/__init__.py	opacus/grad_sample/layer_norm.py	3	17	8
opacus/validators/__init__.py	opacus/grad_sample/linear.py	3	17	16
opacus/validators/__init__.py	opacus/layers/dp_rnn.py	3	17	7
opacus/validators/__init__.py	website/pages/tutorials/index.js	3	17	11
opacus/validators/batch_norm.py	opacus/accountants/utils.py	3	21	17
opacus/validators/batch_norm.py	opacus/scripts/compute_dp_sgd_privacy.py	3	21	15
opacus/validators/batch_norm.py	opacus/distributed.py	3	21	10
opacus/validators/batch_norm.py	opacus/grad_sample/__init__.py	3	21	11
opacus/validators/batch_norm.py	opacus/grad_sample/dp_multihead_attention.py	3	21	9
opacus/validators/batch_norm.py	opacus/grad_sample/dp_rnn.py	3	21	7
opacus/validators/batch_norm.py	opacus/grad_sample/embedding.py	3	21	8
opacus/validators/batch_norm.py	opacus/grad_sample/group_norm.py	3	21	8
opacus/validators/batch_norm.py	opacus/grad_sample/instance_norm.py	3	21	8
opacus/validators/batch_norm.py	opacus/grad_sample/layer_norm.py	3	21	8
opacus/validators/batch_norm.py	opacus/grad_sample/linear.py	3	21	16
opacus/validators/batch_norm.py	opacus/layers/__init__.py	3	21	13
opacus/validators/errors.py	opacus/utils/batch_memory_manager.py	3	7	28
opacus/validators/errors.py	opacus/optimizers/optimizer.py	3	7	45
opacus/validators/errors.py	opacus/grad_sample/conv.py	3	7	21
opacus/validators/errors.py	opacus/data_loader.py	3	7	47
opacus/validators/errors.py	opacus/optimizers/ddp_perlayeroptimizer.py	3	7	20
opacus/validators/errors.py	opacus/optimizers/ddpoptimizer.py	3	7	32
opacus/validators/errors.py	opacus/optimizers/perlayeroptimizer.py	3	7	29
opacus/validators/errors.py	opacus/utils/uniform_sampler.py	3	7	34
opacus/validators/errors.py	opacus/accountants/__init__.py	3	7	21
opacus/validators/errors.py	opacus/accountants/accountant.py	3	7	28
opacus/validators/errors.py	opacus/accountants/analysis/rdp.py	3	7	30
opacus/validators/errors.py	opacus/accountants/gdp.py	3	7	31
opacus/validators/errors.py	opacus/accountants/rdp.py	3	7	26
opacus/validators/errors.py	opacus/distributed.py	3	7	10
opacus/validators/errors.py	opacus/grad_sample/__init__.py	3	7	11
opacus/validators/errors.py	opacus/grad_sample/dp_multihead_attention.py	3	7	9
opacus/validators/errors.py	opacus/grad_sample/embedding.py	3	7	8
opacus/validators/errors.py	opacus/grad_sample/group_norm.py	3	7	8
opacus/validators/errors.py	opacus/grad_sample/instance_norm.py	3	7	8
opacus/validators/errors.py	opacus/grad_sample/layer_norm.py	3	7	8
opacus/validators/errors.py	opacus/grad_sample/linear.py	3	7	16
opacus/validators/errors.py	opacus/grad_sample/utils.py	3	7	21
opacus/validators/errors.py	opacus/layers/__init__.py	3	7	13
opacus/validators/errors.py	opacus/optimizers/__init__.py	3	7	13
opacus/validators/instance_norm.py	opacus/grad_sample/conv.py	3	13	21
opacus/validators/instance_norm.py	opacus/accountants/analysis/gdp.py	3	13	11
opacus/validators/instance_norm.py	opacus/distributed.py	3	13	10
opacus/validators/instance_norm.py	opacus/grad_sample/__init__.py	3	13	11
opacus/validators/instance_norm.py	opacus/grad_sample/dp_multihead_attention.py	3	13	9
opacus/validators/instance_norm.py	opacus/grad_sample/dp_rnn.py	3	13	7
opacus/validators/instance_norm.py	opacus/grad_sample/embedding.py	3	13	8
opacus/validators/instance_norm.py	opacus/grad_sample/group_norm.py	3	13	8
opacus/validators/instance_norm.py	opacus/grad_sample/instance_norm.py	3	13	8
opacus/validators/instance_norm.py	opacus/grad_sample/layer_norm.py	3	13	8
opacus/validators/instance_norm.py	opacus/grad_sample/linear.py	3	13	16
opacus/validators/instance_norm.py	opacus/layers/__init__.py	3	13	13
opacus/validators/lstm.py	opacus/grad_sample/conv.py	3	11	21
opacus/validators/lstm.py	opacus/accountants/analysis/gdp.py	3	11	11
opacus/validators/lstm.py	opacus/distributed.py	3	11	10
opacus/validators/lstm.py	opacus/grad_sample/__init__.py	3	11	11
opacus/validators/lstm.py	opacus/grad_sample/dp_multihead_attention.py	3	11	9
opacus/validators/lstm.py	opacus/grad_sample/dp_rnn.py	3	11	7
opacus/validators/lstm.py	opacus/grad_sample/embedding.py	3	11	8
opacus/validators/lstm.py	opacus/grad_sample/group_norm.py	3	11	8
opacus/validators/lstm.py	opacus/grad_sample/instance_norm.py	3	11	8
opacus/validators/lstm.py	opacus/grad_sample/layer_norm.py	3	11	8
opacus/validators/lstm.py	opacus/grad_sample/linear.py	3	11	16
opacus/validators/lstm.py	opacus/layers/__init__.py	3	11	13
opacus/validators/multihead_attention.py	opacus/grad_sample/conv.py	3	11	21
opacus/validators/multihead_attention.py	opacus/accountants/analysis/gdp.py	3	11	11
opacus/validators/multihead_attention.py	opacus/distributed.py	3	11	10
opacus/validators/multihead_attention.py	opacus/grad_sample/__init__.py	3	11	11
opacus/validators/multihead_attention.py	opacus/grad_sample/dp_multihead_attention.py	3	11	9
opacus/validators/multihead_attention.py	opacus/grad_sample/dp_rnn.py	3	11	7
opacus/validators/multihead_attention.py	opacus/grad_sample/embedding.py	3	11	8
opacus/validators/multihead_attention.py	opacus/grad_sample/group_norm.py	3	11	8
opacus/validators/multihead_attention.py	opacus/grad_sample/instance_norm.py	3	11	8
opacus/validators/multihead_attention.py	opacus/grad_sample/layer_norm.py	3	11	8
opacus/validators/multihead_attention.py	opacus/grad_sample/linear.py	3	11	16
opacus/validators/multihead_attention.py	opacus/layers/__init__.py	3	11	13
opacus/validators/utils.py	opacus/grad_sample/conv.py	3	18	21
opacus/validators/utils.py	opacus/accountants/accountant.py	3	18	28
opacus/validators/utils.py	opacus/accountants/rdp.py	3	18	26
opacus/validators/utils.py	opacus/distributed.py	3	18	10
opacus/validators/utils.py	opacus/grad_sample/__init__.py	3	18	11
opacus/validators/utils.py	opacus/grad_sample/dp_multihead_attention.py	3	18	9
opacus/validators/utils.py	opacus/grad_sample/dp_rnn.py	3	18	7
opacus/validators/utils.py	opacus/grad_sample/embedding.py	3	18	8
opacus/validators/utils.py	opacus/grad_sample/group_norm.py	3	18	8
opacus/validators/utils.py	opacus/grad_sample/instance_norm.py	3	18	8
opacus/validators/utils.py	opacus/grad_sample/layer_norm.py	3	18	8
opacus/validators/utils.py	opacus/grad_sample/linear.py	3	18	16
opacus/validators/utils.py	opacus/layers/__init__.py	3	18	13
scripts/pytorch_install.ps1	opacus/utils/batch_memory_manager.py	3	8	28
scripts/pytorch_install.ps1	opacus/utils/module_utils.py	3	8	22
scripts/pytorch_install.ps1	opacus/grad_sample/conv.py	3	8	21
scripts/pytorch_install.ps1	opacus/accountants/utils.py	3	8	17
scripts/pytorch_install.ps1	opacus/data_loader.py	3	8	47
scripts/pytorch_install.ps1	opacus/scripts/compute_dp_sgd_privacy.py	3	8	15
scripts/pytorch_install.ps1	opacus/utils/tensor_utils.py	3	8	26
scripts/pytorch_install.ps1	opacus/utils/uniform_sampler.py	3	8	34
scripts/pytorch_install.ps1	opacus/accountants/analysis/gdp.py	3	8	11
scripts/pytorch_install.ps1	opacus/accountants/analysis/rdp.py	3	8	30
scripts/pytorch_install.ps1	opacus/accountants/gdp.py	3	8	31
scripts/pytorch_install.ps1	opacus/accountants/rdp.py	3	8	26
scripts/pytorch_install.ps1	opacus/scheduler.py	3	8	21
opacus/utils/packed_sequences.py	opacus/optimizers/optimizer.py	3	8	45
opacus/utils/packed_sequences.py	opacus/privacy_engine.py	3	8	123
opacus/utils/packed_sequences.py	opacus/validators/__init__.py	3	8	17
opacus/data_loader.py	opacus/layers/dp_rnn.py	2	47	7
opacus/optimizers/ddp_perlayeroptimizer.py	opacus/layers/dp_rnn.py	2	20	7
opacus/optimizers/ddpoptimizer.py	opacus/layers/dp_rnn.py	2	32	7
opacus/optimizers/perlayeroptimizer.py	opacus/layers/dp_rnn.py	2	29	7
opacus/scripts/compute_dp_sgd_privacy.py	opacus/layers/dp_rnn.py	2	15	7
opacus/utils/tensor_utils.py	opacus/layers/dp_rnn.py	2	26	7
opacus/utils/uniform_sampler.py	opacus/layers/dp_rnn.py	2	34	7
conftest.py	opacus/validators/module_validator.py	2	23	28
conftest.py	opacus/grad_sample/conv.py	2	23	21
opacus/__init__.py	opacus/utils/batch_memory_manager.py	2	13	28
opacus/__init__.py	opacus/utils/module_utils.py	2	13	22
opacus/__init__.py	opacus/validators/module_validator.py	2	13	28
opacus/__init__.py	opacus/grad_sample/conv.py	2	13	21
opacus/__init__.py	opacus/scripts/compute_dp_sgd_privacy.py	2	13	15
opacus/__init__.py	opacus/utils/tensor_utils.py	2	13	26
opacus/__init__.py	opacus/utils/uniform_sampler.py	2	13	34
opacus/accountants/__init__.py	opacus/scripts/compute_dp_sgd_privacy.py	2	21	15
opacus/accountants/__init__.py	opacus/utils/tensor_utils.py	2	21	26
opacus/accountants/analysis/rdp.py	opacus/__init__.py	2	30	13
opacus/distributed.py	opacus/scripts/compute_dp_sgd_privacy.py	2	10	15
opacus/distributed.py	opacus/utils/tensor_utils.py	2	10	26
opacus/distributed.py	opacus/__init__.py	2	10	13
opacus/grad_sample/__init__.py	opacus/scripts/compute_dp_sgd_privacy.py	2	11	15
opacus/grad_sample/__init__.py	opacus/utils/tensor_utils.py	2	11	26
opacus/grad_sample/__init__.py	conftest.py	2	11	23
opacus/grad_sample/__init__.py	opacus/__init__.py	2	11	13
opacus/grad_sample/dp_multihead_attention.py	opacus/scripts/compute_dp_sgd_privacy.py	2	9	15
opacus/grad_sample/dp_multihead_attention.py	opacus/utils/tensor_utils.py	2	9	26
opacus/grad_sample/dp_multihead_attention.py	conftest.py	2	9	23
opacus/grad_sample/dp_multihead_attention.py	opacus/__init__.py	2	9	13
opacus/grad_sample/dp_rnn.py	opacus/utils/batch_memory_manager.py	2	7	28
opacus/grad_sample/dp_rnn.py	opacus/grad_sample/conv.py	2	7	21
opacus/grad_sample/dp_rnn.py	opacus/scripts/compute_dp_sgd_privacy.py	2	7	15
opacus/grad_sample/dp_rnn.py	opacus/utils/tensor_utils.py	2	7	26
opacus/grad_sample/dp_rnn.py	conftest.py	2	7	23
opacus/grad_sample/dp_rnn.py	opacus/__init__.py	2	7	13
opacus/grad_sample/dp_rnn.py	opacus/accountants/accountant.py	2	7	28
opacus/grad_sample/dp_rnn.py	opacus/accountants/rdp.py	2	7	26
opacus/grad_sample/dp_rnn.py	opacus/distributed.py	2	7	10
opacus/grad_sample/dp_rnn.py	opacus/grad_sample/dp_multihead_attention.py	2	7	9
opacus/grad_sample/embedding.py	opacus/scripts/compute_dp_sgd_privacy.py	2	8	15
opacus/grad_sample/embedding.py	opacus/utils/tensor_utils.py	2	8	26
opacus/grad_sample/embedding.py	conftest.py	2	8	23
opacus/grad_sample/embedding.py	opacus/__init__.py	2	8	13
opacus/grad_sample/embedding.py	opacus/grad_sample/dp_rnn.py	2	8	7
opacus/grad_sample/group_norm.py	opacus/scripts/compute_dp_sgd_privacy.py	2	8	15
opacus/grad_sample/group_norm.py	opacus/utils/tensor_utils.py	2	8	26
opacus/grad_sample/group_norm.py	conftest.py	2	8	23
opacus/grad_sample/group_norm.py	opacus/__init__.py	2	8	13
opacus/grad_sample/group_norm.py	opacus/grad_sample/dp_rnn.py	2	8	7
opacus/grad_sample/instance_norm.py	opacus/scripts/compute_dp_sgd_privacy.py	2	8	15
opacus/grad_sample/instance_norm.py	opacus/utils/tensor_utils.py	2	8	26
opacus/grad_sample/instance_norm.py	conftest.py	2	8	23
opacus/grad_sample/instance_norm.py	opacus/__init__.py	2	8	13
opacus/grad_sample/instance_norm.py	opacus/grad_sample/dp_rnn.py	2	8	7
opacus/grad_sample/layer_norm.py	opacus/scripts/compute_dp_sgd_privacy.py	2	8	15
opacus/grad_sample/layer_norm.py	opacus/utils/tensor_utils.py	2	8	26
opacus/grad_sample/layer_norm.py	conftest.py	2	8	23
opacus/grad_sample/layer_norm.py	opacus/__init__.py	2	8	13
opacus/grad_sample/layer_norm.py	opacus/grad_sample/dp_rnn.py	2	8	7
opacus/grad_sample/linear.py	opacus/scripts/compute_dp_sgd_privacy.py	2	16	15
opacus/grad_sample/linear.py	opacus/utils/tensor_utils.py	2	16	26
opacus/grad_sample/linear.py	conftest.py	2	16	23
opacus/grad_sample/linear.py	opacus/__init__.py	2	16	13
opacus/grad_sample/linear.py	opacus/grad_sample/dp_rnn.py	2	16	7
opacus/grad_sample/utils.py	opacus/__init__.py	2	21	13
opacus/layers/__init__.py	opacus/scripts/compute_dp_sgd_privacy.py	2	13	15
opacus/layers/__init__.py	opacus/utils/tensor_utils.py	2	13	26
opacus/layers/__init__.py	conftest.py	2	13	23
opacus/layers/__init__.py	opacus/__init__.py	2	13	13
opacus/layers/dp_multihead_attention.py	opacus/utils/batch_memory_manager.py	2	15	28
opacus/layers/dp_multihead_attention.py	opacus/utils/module_utils.py	2	15	22
opacus/layers/dp_multihead_attention.py	opacus/validators/module_validator.py	2	15	28
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/conv.py	2	15	21
opacus/layers/dp_multihead_attention.py	opacus/accountants/utils.py	2	15	17
opacus/layers/dp_multihead_attention.py	opacus/optimizers/ddp_perlayeroptimizer.py	2	15	20
opacus/layers/dp_multihead_attention.py	opacus/utils/uniform_sampler.py	2	15	34
opacus/layers/dp_multihead_attention.py	setup.py	2	15	28
opacus/layers/dp_multihead_attention.py	opacus/distributed.py	2	15	10
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/dp_multihead_attention.py	2	15	9
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/embedding.py	2	15	8
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/group_norm.py	2	15	8
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/instance_norm.py	2	15	8
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/layer_norm.py	2	15	8
opacus/layers/dp_multihead_attention.py	opacus/grad_sample/linear.py	2	15	16
opacus/layers/param_rename.py	opacus/utils/batch_memory_manager.py	2	15	28
opacus/layers/param_rename.py	opacus/utils/module_utils.py	2	15	22
opacus/layers/param_rename.py	opacus/validators/module_validator.py	2	15	28
opacus/layers/param_rename.py	opacus/grad_sample/conv.py	2	15	21
opacus/layers/param_rename.py	opacus/data_loader.py	2	15	47
opacus/layers/param_rename.py	opacus/optimizers/ddp_perlayeroptimizer.py	2	15	20
opacus/layers/param_rename.py	opacus/optimizers/ddpoptimizer.py	2	15	32
opacus/layers/param_rename.py	opacus/optimizers/perlayeroptimizer.py	2	15	29
opacus/layers/param_rename.py	opacus/utils/uniform_sampler.py	2	15	34
opacus/layers/param_rename.py	opacus/__init__.py	2	15	13
opacus/layers/param_rename.py	opacus/accountants/__init__.py	2	15	21
opacus/layers/param_rename.py	opacus/accountants/accountant.py	2	15	28
opacus/layers/param_rename.py	opacus/accountants/gdp.py	2	15	31
opacus/layers/param_rename.py	opacus/accountants/rdp.py	2	15	26
opacus/layers/param_rename.py	opacus/distributed.py	2	15	10
opacus/layers/param_rename.py	opacus/grad_sample/dp_multihead_attention.py	2	15	9
opacus/layers/param_rename.py	opacus/grad_sample/embedding.py	2	15	8
opacus/layers/param_rename.py	opacus/grad_sample/group_norm.py	2	15	8
opacus/layers/param_rename.py	opacus/grad_sample/instance_norm.py	2	15	8
opacus/layers/param_rename.py	opacus/grad_sample/layer_norm.py	2	15	8
opacus/layers/param_rename.py	opacus/grad_sample/linear.py	2	15	16
opacus/optimizers/__init__.py	opacus/scripts/compute_dp_sgd_privacy.py	2	13	15
opacus/optimizers/__init__.py	opacus/utils/tensor_utils.py	2	13	26
opacus/optimizers/__init__.py	conftest.py	2	13	23
opacus/optimizers/__init__.py	opacus/layers/dp_multihead_attention.py	2	13	15
opacus/optimizers/__init__.py	opacus/layers/param_rename.py	2	13	15
opacus/optimizers/utils.py	opacus/validators/module_validator.py	2	7	28
opacus/optimizers/utils.py	opacus/accountants/utils.py	2	7	17
opacus/optimizers/utils.py	opacus/scripts/compute_dp_sgd_privacy.py	2	7	15
opacus/optimizers/utils.py	opacus/__init__.py	2	7	13
opacus/optimizers/utils.py	opacus/accountants/__init__.py	2	7	21
opacus/optimizers/utils.py	opacus/accountants/analysis/rdp.py	2	7	30
opacus/optimizers/utils.py	opacus/distributed.py	2	7	10
opacus/optimizers/utils.py	opacus/grad_sample/__init__.py	2	7	11
opacus/optimizers/utils.py	opacus/grad_sample/dp_multihead_attention.py	2	7	9
opacus/optimizers/utils.py	opacus/grad_sample/dp_rnn.py	2	7	7
opacus/optimizers/utils.py	opacus/grad_sample/embedding.py	2	7	8
opacus/optimizers/utils.py	opacus/grad_sample/group_norm.py	2	7	8
opacus/optimizers/utils.py	opacus/grad_sample/instance_norm.py	2	7	8
opacus/optimizers/utils.py	opacus/grad_sample/layer_norm.py	2	7	8
opacus/optimizers/utils.py	opacus/grad_sample/linear.py	2	7	16
opacus/optimizers/utils.py	opacus/grad_sample/utils.py	2	7	21
opacus/optimizers/utils.py	opacus/layers/__init__.py	2	7	13
opacus/optimizers/utils.py	opacus/layers/dp_multihead_attention.py	2	7	15
opacus/optimizers/utils.py	opacus/layers/param_rename.py	2	7	15
opacus/optimizers/utils.py	opacus/optimizers/__init__.py	2	7	13
opacus/scheduler.py	opacus/__init__.py	2	21	13
opacus/scheduler.py	opacus/grad_sample/__init__.py	2	21	11
opacus/scheduler.py	opacus/grad_sample/dp_multihead_attention.py	2	21	9
opacus/scheduler.py	opacus/grad_sample/embedding.py	2	21	8
opacus/scheduler.py	opacus/grad_sample/group_norm.py	2	21	8
opacus/scheduler.py	opacus/grad_sample/instance_norm.py	2	21	8
opacus/scheduler.py	opacus/grad_sample/layer_norm.py	2	21	8
opacus/scheduler.py	opacus/grad_sample/linear.py	2	21	16
opacus/scheduler.py	opacus/layers/__init__.py	2	21	13
opacus/scheduler.py	opacus/layers/dp_multihead_attention.py	2	21	15
opacus/scheduler.py	opacus/layers/param_rename.py	2	21	15
opacus/scheduler.py	opacus/optimizers/utils.py	2	21	7
opacus/validators/__init__.py	opacus/scripts/compute_dp_sgd_privacy.py	2	17	15
opacus/validators/__init__.py	opacus/utils/tensor_utils.py	2	17	26
opacus/validators/__init__.py	conftest.py	2	17	23
opacus/validators/__init__.py	opacus/__init__.py	2	17	13
opacus/validators/__init__.py	opacus/optimizers/utils.py	2	17	7
opacus/validators/batch_norm.py	setup.py	2	21	28
opacus/validators/batch_norm.py	opacus/__init__.py	2	21	13
opacus/validators/batch_norm.py	opacus/layers/dp_multihead_attention.py	2	21	15
opacus/validators/batch_norm.py	opacus/layers/param_rename.py	2	21	15
opacus/validators/errors.py	opacus/scripts/compute_dp_sgd_privacy.py	2	7	15
opacus/validators/errors.py	opacus/utils/tensor_utils.py	2	7	26
opacus/validators/errors.py	conftest.py	2	7	23
opacus/validators/errors.py	opacus/__init__.py	2	7	13
opacus/validators/errors.py	opacus/grad_sample/dp_rnn.py	2	7	7
opacus/validators/errors.py	opacus/layers/dp_multihead_attention.py	2	7	15
opacus/validators/errors.py	opacus/layers/param_rename.py	2	7	15
opacus/validators/errors.py	opacus/optimizers/utils.py	2	7	7
opacus/validators/errors.py	opacus/scheduler.py	2	7	21
opacus/validators/instance_norm.py	opacus/accountants/utils.py	2	13	17
opacus/validators/instance_norm.py	opacus/scripts/compute_dp_sgd_privacy.py	2	13	15
opacus/validators/instance_norm.py	opacus/__init__.py	2	13	13
opacus/validators/instance_norm.py	opacus/layers/dp_multihead_attention.py	2	13	15
opacus/validators/instance_norm.py	opacus/layers/param_rename.py	2	13	15
opacus/validators/lstm.py	opacus/accountants/utils.py	2	11	17
opacus/validators/lstm.py	opacus/scripts/compute_dp_sgd_privacy.py	2	11	15
opacus/validators/lstm.py	opacus/__init__.py	2	11	13
opacus/validators/lstm.py	opacus/layers/dp_multihead_attention.py	2	11	15
opacus/validators/lstm.py	opacus/layers/param_rename.py	2	11	15
opacus/validators/multihead_attention.py	opacus/accountants/utils.py	2	11	17
opacus/validators/multihead_attention.py	opacus/scripts/compute_dp_sgd_privacy.py	2	11	15
opacus/validators/multihead_attention.py	opacus/__init__.py	2	11	13
opacus/validators/multihead_attention.py	opacus/layers/dp_multihead_attention.py	2	11	15
opacus/validators/multihead_attention.py	opacus/layers/param_rename.py	2	11	15
opacus/validators/utils.py	opacus/__init__.py	2	18	13
opacus/validators/utils.py	opacus/optimizers/utils.py	2	18	7
scripts/pytorch_install.ps1	opacus/validators/batch_norm.py	2	8	21
scripts/pytorch_install.ps1	opacus/version.py	2	8	10
website/siteConfig.js	website/core/Tutorial.js	2	11	4
website/pages/en/index.js	MANIFEST.in	1	9	2
website/pages/en/index.js	opacus/optimizers/optimizer.py	1	9	45
opacus/version.py	opacus/utils/batch_memory_manager.py	1	10	28
opacus/grad_sample/grad_sample_module.py	opacus/version.py	1	57	10
opacus/utils/module_utils.py	opacus/version.py	1	22	10
opacus/validators/module_validator.py	opacus/version.py	1	28	10
opacus/layers/dp_rnn.py	opacus/utils/batch_memory_manager.py	1	7	28
opacus/layers/dp_rnn.py	opacus/utils/module_utils.py	1	7	22
opacus/layers/dp_rnn.py	opacus/validators/module_validator.py	1	7	28
opacus/grad_sample/conv.py	website/pages/en/index.js	1	21	9
opacus/grad_sample/conv.py	opacus/version.py	1	21	10
opacus/grad_sample/conv.py	opacus/layers/dp_rnn.py	1	21	7
website/core/Footer.js	opacus/optimizers/optimizer.py	1	6	45
website/core/Footer.js	website/pages/en/index.js	1	6	9
website/core/Footer.js	opacus/grad_sample/conv.py	1	6	21
website/pages/tutorials/index.js	website/core/Footer.js	1	11	6
website/pages/tutorials/index.js	opacus/utils/batch_memory_manager.py	1	11	28
website/pages/tutorials/index.js	opacus/utils/module_utils.py	1	11	22
website/pages/tutorials/index.js	opacus/validators/module_validator.py	1	11	28
website/pages/tutorials/index.js	opacus/grad_sample/conv.py	1	11	21
opacus/privacy_engine.py	opacus/version.py	1	123	10
opacus/lightning.py	opacus/optimizers/optimizer.py	1	1	45
opacus/accountants/utils.py	opacus/layers/dp_rnn.py	1	17	7
opacus/accountants/utils.py	opacus/version.py	1	17	10
opacus/data_loader.py	opacus/version.py	1	47	10
opacus/data_loader.py	website/pages/tutorials/index.js	1	47	11
opacus/optimizers/ddp_perlayeroptimizer.py	website/pages/tutorials/index.js	1	20	11
opacus/optimizers/ddpoptimizer.py	website/pages/tutorials/index.js	1	32	11
opacus/optimizers/perlayeroptimizer.py	website/pages/tutorials/index.js	1	29	11
opacus/scripts/compute_dp_sgd_privacy.py	opacus/version.py	1	15	10
opacus/scripts/compute_dp_sgd_privacy.py	website/pages/tutorials/index.js	1	15	11
opacus/scripts/compute_dp_sgd_privacy.py	website/pages/en/index.js	1	15	9
opacus/utils/tensor_utils.py	opacus/version.py	1	26	10
opacus/utils/tensor_utils.py	website/pages/tutorials/index.js	1	26	11
opacus/utils/uniform_sampler.py	opacus/version.py	1	34	10
opacus/utils/uniform_sampler.py	website/pages/tutorials/index.js	1	34	11
website/static/css/custom.css	website/pages/en/index.js	1	4	9
setup.py	opacus/optimizers/optimizer.py	1	28	45
setup.py	opacus/optimizers/ddp_perlayeroptimizer.py	1	28	20
setup.py	opacus/optimizers/ddpoptimizer.py	1	28	32
setup.py	opacus/optimizers/perlayeroptimizer.py	1	28	29
setup.py	opacus/version.py	1	28	10
conftest.py	setup.py	1	23	28
conftest.py	opacus/layers/dp_rnn.py	1	23	7
conftest.py	website/pages/tutorials/index.js	1	23	11
opacus/__init__.py	setup.py	1	13	28
opacus/__init__.py	opacus/layers/dp_rnn.py	1	13	7
opacus/__init__.py	website/pages/tutorials/index.js	1	13	11
opacus/accountants/__init__.py	setup.py	1	21	28
opacus/accountants/__init__.py	opacus/layers/dp_rnn.py	1	21	7
opacus/accountants/__init__.py	website/pages/tutorials/index.js	1	21	11
opacus/accountants/accountant.py	opacus/version.py	1	28	10
opacus/accountants/accountant.py	opacus/layers/dp_rnn.py	1	28	7
opacus/accountants/accountant.py	website/pages/tutorials/index.js	1	28	11
opacus/accountants/analysis/__init__.py	opacus/utils/batch_memory_manager.py	1	4	28
opacus/accountants/analysis/__init__.py	opacus/optimizers/optimizer.py	1	4	45
opacus/accountants/analysis/__init__.py	opacus/grad_sample/grad_sample_module.py	1	4	57
opacus/accountants/analysis/__init__.py	opacus/utils/module_utils.py	1	4	22
opacus/accountants/analysis/__init__.py	opacus/validators/module_validator.py	1	4	28
opacus/accountants/analysis/__init__.py	opacus/grad_sample/conv.py	1	4	21
opacus/accountants/analysis/__init__.py	opacus/accountants/utils.py	1	4	17
opacus/accountants/analysis/__init__.py	opacus/data_loader.py	1	4	47
opacus/accountants/analysis/__init__.py	opacus/optimizers/ddp_perlayeroptimizer.py	1	4	20
opacus/accountants/analysis/__init__.py	opacus/optimizers/ddpoptimizer.py	1	4	32
opacus/accountants/analysis/__init__.py	opacus/optimizers/perlayeroptimizer.py	1	4	29
opacus/accountants/analysis/__init__.py	opacus/scripts/compute_dp_sgd_privacy.py	1	4	15
opacus/accountants/analysis/__init__.py	opacus/utils/tensor_utils.py	1	4	26
opacus/accountants/analysis/__init__.py	opacus/utils/uniform_sampler.py	1	4	34
opacus/accountants/analysis/__init__.py	setup.py	1	4	28
opacus/accountants/analysis/__init__.py	conftest.py	1	4	23
opacus/accountants/analysis/__init__.py	opacus/__init__.py	1	4	13
opacus/accountants/analysis/gdp.py	opacus/__init__.py	1	11	13
opacus/accountants/analysis/gdp.py	opacus/version.py	1	11	10
opacus/accountants/analysis/rdp.py	opacus/version.py	1	30	10
opacus/accountants/analysis/rdp.py	opacus/layers/dp_rnn.py	1	30	7
opacus/accountants/analysis/rdp.py	website/pages/tutorials/index.js	1	30	11
opacus/accountants/gdp.py	opacus/version.py	1	31	10
opacus/accountants/gdp.py	opacus/layers/dp_rnn.py	1	31	7
opacus/accountants/gdp.py	website/pages/tutorials/index.js	1	31	11
opacus/accountants/rdp.py	opacus/version.py	1	26	10
opacus/accountants/rdp.py	opacus/layers/dp_rnn.py	1	26	7
opacus/accountants/rdp.py	website/pages/tutorials/index.js	1	26	11
opacus/distributed.py	opacus/accountants/utils.py	1	10	17
opacus/distributed.py	setup.py	1	10	28
opacus/distributed.py	opacus/accountants/analysis/__init__.py	1	10	4
opacus/distributed.py	opacus/accountants/analysis/gdp.py	1	10	11
opacus/distributed.py	opacus/layers/dp_rnn.py	1	10	7
opacus/distributed.py	website/pages/tutorials/index.js	1	10	11
opacus/grad_sample/__init__.py	opacus/accountants/utils.py	1	11	17
opacus/grad_sample/__init__.py	setup.py	1	11	28
opacus/grad_sample/__init__.py	opacus/accountants/analysis/__init__.py	1	11	4
opacus/grad_sample/__init__.py	opacus/accountants/analysis/gdp.py	1	11	11
opacus/grad_sample/dp_multihead_attention.py	opacus/accountants/utils.py	1	9	17
opacus/grad_sample/dp_multihead_attention.py	setup.py	1	9	28
opacus/grad_sample/dp_multihead_attention.py	opacus/accountants/analysis/__init__.py	1	9	4
opacus/grad_sample/dp_multihead_attention.py	opacus/accountants/analysis/gdp.py	1	9	11
opacus/grad_sample/dp_multihead_attention.py	opacus/layers/dp_rnn.py	1	9	7
opacus/grad_sample/dp_multihead_attention.py	website/pages/tutorials/index.js	1	9	11
opacus/grad_sample/dp_rnn.py	opacus/accountants/utils.py	1	7	17
opacus/grad_sample/dp_rnn.py	setup.py	1	7	28
opacus/grad_sample/dp_rnn.py	opacus/accountants/analysis/__init__.py	1	7	4
opacus/grad_sample/dp_rnn.py	opacus/accountants/analysis/gdp.py	1	7	11
opacus/grad_sample/embedding.py	opacus/accountants/utils.py	1	8	17
opacus/grad_sample/embedding.py	setup.py	1	8	28
opacus/grad_sample/embedding.py	opacus/accountants/analysis/__init__.py	1	8	4
opacus/grad_sample/embedding.py	opacus/accountants/analysis/gdp.py	1	8	11
opacus/grad_sample/embedding.py	opacus/layers/dp_rnn.py	1	8	7
opacus/grad_sample/embedding.py	website/pages/tutorials/index.js	1	8	11
opacus/grad_sample/group_norm.py	opacus/accountants/utils.py	1	8	17
opacus/grad_sample/group_norm.py	setup.py	1	8	28
opacus/grad_sample/group_norm.py	opacus/accountants/analysis/__init__.py	1	8	4
opacus/grad_sample/group_norm.py	opacus/accountants/analysis/gdp.py	1	8	11
opacus/grad_sample/group_norm.py	opacus/layers/dp_rnn.py	1	8	7
opacus/grad_sample/group_norm.py	website/pages/tutorials/index.js	1	8	11
opacus/grad_sample/instance_norm.py	opacus/accountants/utils.py	1	8	17
opacus/grad_sample/instance_norm.py	setup.py	1	8	28
opacus/grad_sample/instance_norm.py	opacus/accountants/analysis/__init__.py	1	8	4
opacus/grad_sample/instance_norm.py	opacus/accountants/analysis/gdp.py	1	8	11
opacus/grad_sample/instance_norm.py	opacus/layers/dp_rnn.py	1	8	7
opacus/grad_sample/instance_norm.py	website/pages/tutorials/index.js	1	8	11
opacus/grad_sample/layer_norm.py	opacus/accountants/utils.py	1	8	17
opacus/grad_sample/layer_norm.py	setup.py	1	8	28
opacus/grad_sample/layer_norm.py	opacus/accountants/analysis/__init__.py	1	8	4
opacus/grad_sample/layer_norm.py	opacus/accountants/analysis/gdp.py	1	8	11
opacus/grad_sample/layer_norm.py	opacus/layers/dp_rnn.py	1	8	7
opacus/grad_sample/layer_norm.py	website/pages/tutorials/index.js	1	8	11
opacus/grad_sample/linear.py	opacus/accountants/utils.py	1	16	17
opacus/grad_sample/linear.py	setup.py	1	16	28
opacus/grad_sample/linear.py	opacus/accountants/analysis/__init__.py	1	16	4
opacus/grad_sample/linear.py	opacus/accountants/analysis/gdp.py	1	16	11
opacus/grad_sample/linear.py	opacus/layers/dp_rnn.py	1	16	7
opacus/grad_sample/linear.py	website/pages/tutorials/index.js	1	16	11
opacus/grad_sample/utils.py	opacus/accountants/utils.py	1	21	17
opacus/grad_sample/utils.py	setup.py	1	21	28
opacus/grad_sample/utils.py	opacus/accountants/analysis/__init__.py	1	21	4
opacus/grad_sample/utils.py	opacus/accountants/analysis/gdp.py	1	21	11
opacus/layers/__init__.py	opacus/accountants/utils.py	1	13	17
opacus/layers/__init__.py	setup.py	1	13	28
opacus/layers/__init__.py	opacus/accountants/analysis/__init__.py	1	13	4
opacus/layers/__init__.py	opacus/accountants/analysis/gdp.py	1	13	11
opacus/layers/dp_multihead_attention.py	opacus/accountants/analysis/__init__.py	1	15	4
opacus/layers/dp_multihead_attention.py	opacus/accountants/analysis/gdp.py	1	15	11
opacus/layers/param_rename.py	opacus/accountants/utils.py	1	15	17
opacus/layers/param_rename.py	setup.py	1	15	28
opacus/layers/param_rename.py	opacus/accountants/analysis/__init__.py	1	15	4
opacus/layers/param_rename.py	opacus/accountants/analysis/gdp.py	1	15	11
opacus/optimizers/__init__.py	opacus/accountants/utils.py	1	13	17
opacus/optimizers/__init__.py	setup.py	1	13	28
opacus/optimizers/__init__.py	opacus/accountants/analysis/__init__.py	1	13	4
opacus/optimizers/__init__.py	opacus/accountants/analysis/gdp.py	1	13	11
opacus/optimizers/__init__.py	opacus/layers/dp_rnn.py	1	13	7
opacus/optimizers/__init__.py	website/pages/tutorials/index.js	1	13	11
opacus/optimizers/utils.py	setup.py	1	7	28
opacus/optimizers/utils.py	opacus/accountants/analysis/__init__.py	1	7	4
opacus/optimizers/utils.py	opacus/layers/dp_rnn.py	1	7	7
opacus/optimizers/utils.py	website/pages/tutorials/index.js	1	7	11
opacus/scheduler.py	opacus/accountants/analysis/__init__.py	1	21	4
opacus/scheduler.py	opacus/version.py	1	21	10
opacus/scheduler.py	opacus/layers/dp_rnn.py	1	21	7
opacus/scheduler.py	website/pages/tutorials/index.js	1	21	11
opacus/validators/__init__.py	opacus/accountants/utils.py	1	17	17
opacus/validators/__init__.py	setup.py	1	17	28
opacus/validators/__init__.py	opacus/accountants/analysis/__init__.py	1	17	4
opacus/validators/__init__.py	opacus/accountants/analysis/gdp.py	1	17	11
opacus/validators/batch_norm.py	opacus/accountants/analysis/__init__.py	1	21	4
opacus/validators/batch_norm.py	opacus/version.py	1	21	10
opacus/validators/batch_norm.py	opacus/layers/dp_rnn.py	1	21	7
opacus/validators/batch_norm.py	website/pages/tutorials/index.js	1	21	11
opacus/validators/errors.py	opacus/accountants/utils.py	1	7	17
opacus/validators/errors.py	setup.py	1	7	28
opacus/validators/errors.py	opacus/accountants/analysis/__init__.py	1	7	4
opacus/validators/errors.py	opacus/accountants/analysis/gdp.py	1	7	11
opacus/validators/errors.py	opacus/layers/dp_rnn.py	1	7	7
opacus/validators/errors.py	website/pages/tutorials/index.js	1	7	11
opacus/validators/instance_norm.py	setup.py	1	13	28
opacus/validators/instance_norm.py	opacus/accountants/analysis/__init__.py	1	13	4
opacus/validators/instance_norm.py	opacus/layers/dp_rnn.py	1	13	7
opacus/validators/instance_norm.py	website/pages/tutorials/index.js	1	13	11
opacus/validators/lstm.py	setup.py	1	11	28
opacus/validators/lstm.py	opacus/accountants/analysis/__init__.py	1	11	4
opacus/validators/lstm.py	opacus/layers/dp_rnn.py	1	11	7
opacus/validators/lstm.py	website/pages/tutorials/index.js	1	11	11
opacus/validators/multihead_attention.py	setup.py	1	11	28
opacus/validators/multihead_attention.py	opacus/accountants/analysis/__init__.py	1	11	4
opacus/validators/multihead_attention.py	opacus/layers/dp_rnn.py	1	11	7
opacus/validators/multihead_attention.py	website/pages/tutorials/index.js	1	11	11
opacus/validators/utils.py	opacus/accountants/utils.py	1	18	17
opacus/validators/utils.py	setup.py	1	18	28
opacus/validators/utils.py	opacus/accountants/analysis/__init__.py	1	18	4
opacus/validators/utils.py	opacus/accountants/analysis/gdp.py	1	18	11
opacus/validators/utils.py	opacus/layers/dp_rnn.py	1	18	7
opacus/validators/utils.py	website/pages/tutorials/index.js	1	18	11
scripts/pytorch_install.ps1	opacus/optimizers/optimizer.py	1	8	45
scripts/pytorch_install.ps1	opacus/optimizers/ddp_perlayeroptimizer.py	1	8	20
scripts/pytorch_install.ps1	opacus/optimizers/ddpoptimizer.py	1	8	32
scripts/pytorch_install.ps1	opacus/optimizers/perlayeroptimizer.py	1	8	29
scripts/pytorch_install.ps1	conftest.py	1	8	23
scripts/pytorch_install.ps1	opacus/__init__.py	1	8	13
scripts/pytorch_install.ps1	opacus/accountants/__init__.py	1	8	21
scripts/pytorch_install.ps1	opacus/accountants/analysis/__init__.py	1	8	4
scripts/pytorch_install.ps1	opacus/distributed.py	1	8	10
scripts/pytorch_install.ps1	opacus/grad_sample/__init__.py	1	8	11
scripts/pytorch_install.ps1	opacus/grad_sample/dp_multihead_attention.py	1	8	9
scripts/pytorch_install.ps1	opacus/grad_sample/dp_rnn.py	1	8	7
scripts/pytorch_install.ps1	opacus/grad_sample/embedding.py	1	8	8
scripts/pytorch_install.ps1	opacus/grad_sample/group_norm.py	1	8	8
scripts/pytorch_install.ps1	opacus/grad_sample/instance_norm.py	1	8	8
scripts/pytorch_install.ps1	opacus/grad_sample/layer_norm.py	1	8	8
scripts/pytorch_install.ps1	opacus/grad_sample/linear.py	1	8	16
scripts/pytorch_install.ps1	opacus/grad_sample/utils.py	1	8	21
scripts/pytorch_install.ps1	opacus/layers/__init__.py	1	8	13
scripts/pytorch_install.ps1	opacus/layers/dp_multihead_attention.py	1	8	15
scripts/pytorch_install.ps1	opacus/layers/param_rename.py	1	8	15
scripts/pytorch_install.ps1	opacus/optimizers/__init__.py	1	8	13
scripts/pytorch_install.ps1	opacus/optimizers/utils.py	1	8	7
scripts/pytorch_install.ps1	opacus/validators/__init__.py	1	8	17
scripts/pytorch_install.ps1	opacus/validators/errors.py	1	8	7
scripts/pytorch_install.ps1	opacus/validators/instance_norm.py	1	8	13
scripts/pytorch_install.ps1	opacus/validators/lstm.py	1	8	11
scripts/pytorch_install.ps1	opacus/validators/multihead_attention.py	1	8	11
scripts/pytorch_install.ps1	opacus/validators/utils.py	1	8	18
opacus/utils/packed_sequences.py	opacus/utils/batch_memory_manager.py	1	8	28
opacus/utils/packed_sequences.py	opacus/utils/module_utils.py	1	8	22
opacus/utils/packed_sequences.py	opacus/validators/module_validator.py	1	8	28
opacus/utils/packed_sequences.py	opacus/grad_sample/conv.py	1	8	21
opacus/utils/packed_sequences.py	opacus/data_loader.py	1	8	47
opacus/utils/packed_sequences.py	opacus/optimizers/ddp_perlayeroptimizer.py	1	8	20
opacus/utils/packed_sequences.py	opacus/optimizers/ddpoptimizer.py	1	8	32
opacus/utils/packed_sequences.py	opacus/optimizers/perlayeroptimizer.py	1	8	29
opacus/utils/packed_sequences.py	opacus/scripts/compute_dp_sgd_privacy.py	1	8	15
opacus/utils/packed_sequences.py	opacus/utils/tensor_utils.py	1	8	26
opacus/utils/packed_sequences.py	opacus/utils/uniform_sampler.py	1	8	34
opacus/utils/packed_sequences.py	conftest.py	1	8	23
opacus/utils/packed_sequences.py	opacus/__init__.py	1	8	13
opacus/utils/packed_sequences.py	opacus/accountants/__init__.py	1	8	21
opacus/utils/packed_sequences.py	opacus/accountants/accountant.py	1	8	28
opacus/utils/packed_sequences.py	opacus/accountants/analysis/rdp.py	1	8	30
opacus/utils/packed_sequences.py	opacus/accountants/gdp.py	1	8	31
opacus/utils/packed_sequences.py	opacus/accountants/rdp.py	1	8	26
opacus/utils/packed_sequences.py	opacus/distributed.py	1	8	10
opacus/utils/packed_sequences.py	opacus/grad_sample/dp_multihead_attention.py	1	8	9
opacus/utils/packed_sequences.py	opacus/grad_sample/embedding.py	1	8	8
opacus/utils/packed_sequences.py	opacus/grad_sample/group_norm.py	1	8	8
opacus/utils/packed_sequences.py	opacus/grad_sample/instance_norm.py	1	8	8
opacus/utils/packed_sequences.py	opacus/grad_sample/layer_norm.py	1	8	8
opacus/utils/packed_sequences.py	opacus/grad_sample/linear.py	1	8	16
opacus/utils/packed_sequences.py	opacus/optimizers/__init__.py	1	8	13
opacus/utils/packed_sequences.py	opacus/optimizers/utils.py	1	8	7
opacus/utils/packed_sequences.py	opacus/scheduler.py	1	8	21
opacus/utils/packed_sequences.py	opacus/validators/batch_norm.py	1	8	21
opacus/utils/packed_sequences.py	opacus/validators/errors.py	1	8	7
opacus/utils/packed_sequences.py	opacus/validators/instance_norm.py	1	8	13
opacus/utils/packed_sequences.py	opacus/validators/lstm.py	1	8	11
opacus/utils/packed_sequences.py	opacus/validators/multihead_attention.py	1	8	11
opacus/utils/packed_sequences.py	opacus/validators/utils.py	1	8	18
opacus/utils/packed_sequences.py	opacus/version.py	1	8	10
opacus/utils/packed_sequences.py	scripts/pytorch_install.ps1	1	8	8
website/core/Tutorial.js	opacus/grad_sample/grad_sample_module.py	1	4	57
website/core/Tutorial.js	opacus/privacy_engine.py	1	4	123
website/core/Tutorial.js	opacus/utils/tensor_utils.py	1	4	26
website/core/Tutorial.js	opacus/utils/uniform_sampler.py	1	4	34
website/siteConfig.js	opacus/grad_sample/grad_sample_module.py	1	11	57
website/siteConfig.js	opacus/privacy_engine.py	1	11	123
website/siteConfig.js	opacus/utils/tensor_utils.py	1	11	26
website/siteConfig.js	opacus/utils/uniform_sampler.py	1	11	34