Path	Lines of Code
CHANGELOG.md	88
CODE_OF_CONDUCT.md	57
CONTRIBUTING.md	91
Migration_Guide.md	163
README.md	82
examples/README.md	7
examples/__init__.py	1
examples/char-lstm-classification.py	367
examples/char-lstm_README.md	14
examples/cifar10.py	466
examples/dcgan.py	274
examples/imdb.py	235
examples/imdb_README.md	28
examples/mnist.py	237
examples/mnist_README.md	45
examples/mnist_lightning.py	108
examples/scripts/make_small_imagenet_N_classes.sh	46
examples/scripts/make_small_imagenet_sampled.sh	61
examples/vision_benchmark.py	260
opacus/README.md	38
opacus/grad_sample/README.md	11
tutorials/README.md	7
tutorials/building_lstm_name_classifier.ipynb	895
tutorials/guide_to_grad_sampler.ipynb	272
tutorials/guide_to_module_validator.ipynb	279
website/package.json	29
website/sidebars.json	5
website/sphinx/source/accounting/accounting.rst	7
website/sphinx/source/accounting/gdp.rst	4
website/sphinx/source/accounting/iaccountant.rst	4
website/sphinx/source/accounting/rdp.rst	4
website/sphinx/source/accounting/utils.rst	4
website/sphinx/source/batch_memory_manager.rst	4
website/sphinx/source/compute_dp_sgd_privacy.rst	4
website/sphinx/source/data_loader.rst	4
website/sphinx/source/distributed.rst	4
website/sphinx/source/dp_multihead_attention.rst	7
website/sphinx/source/dp_rnn.rst	4
website/sphinx/source/grad_sample_module.rst	4
website/sphinx/source/index.rst	26
website/sphinx/source/layers.rst	5
website/sphinx/source/noise_scheduler.rst	4
website/sphinx/source/optim/dp_ddp_optimizer.rst	4
website/sphinx/source/optim/dp_ddp_per_layer_optimizer.rst	4
website/sphinx/source/optim/dp_optimizer.rst	4
website/sphinx/source/optim/dp_per_layer_optimizer.rst	4
website/sphinx/source/optim/optimizers.rst	7
website/sphinx/source/privacy_engine.rst	5
website/sphinx/source/scripts.rst	4
website/sphinx/source/utils/module_utils.rst	4
website/sphinx/source/utils/packed_sequences.rst	4
website/sphinx/source/utils/tensor_utils.rst	4
website/sphinx/source/utils/uniform_sampler.rst	4
website/sphinx/source/utils/utils.rst	7
website/sphinx/source/validator.rst	6
website/static/img/expanding_arrows.svg	1
website/static/img/pytorch_logo.svg	13
website/tutorials.json	28