Path	Lines of Code
CONTRIBUTING.md	44
README.md	23
site/en/README.md	46
site/en/about/bib.md	117
site/en/community/contribute/code.md	82
site/en/community/contribute/code_style.md	94
site/en/community/contribute/community.md	81
site/en/community/contribute/docs.md	272
site/en/community/contribute/docs_ref.md	164
site/en/community/contribute/docs_style.md	150
site/en/community/contribute/index.md	54
site/en/community/contribute/rfc_process.md	128
site/en/community/contribute/tests.md	152
site/en/community/mailing-lists.md	75
site/en/community/sig_playbook.md	95
site/en/guide/advanced_autodiff.ipynb	1133
site/en/guide/autodiff.ipynb	1034
site/en/guide/basic_training_loops.ipynb	598
site/en/guide/basics.ipynb	830
site/en/guide/checkpoint.ipynb	695
site/en/guide/create_op.md	1205
site/en/guide/data.ipynb	2967
site/en/guide/data_performance.ipynb	1166
site/en/guide/data_performance_analysis.md	240
site/en/guide/distributed_training.ipynb	901
site/en/guide/effective_tf2.ipynb	797
site/en/guide/estimator.ipynb	882
site/en/guide/extension_type.ipynb	2126
site/en/guide/function.ipynb	1762
site/en/guide/gpu.ipynb	515
site/en/guide/gpu_performance_analysis.md	391
site/en/guide/graph_optimization.ipynb	380
site/en/guide/images/data_performance/cached_dataset.svg	1351
site/en/guide/images/data_performance/naive.svg	1159
site/en/guide/images/data_performance/parallel_interleave.svg	1284
site/en/guide/images/data_performance/parallel_map.svg	1313
site/en/guide/images/data_performance/prefetched.svg	1182
site/en/guide/images/data_performance/scalar_map.svg	3477
site/en/guide/images/data_performance/sequential_interleave.svg	1344
site/en/guide/images/data_performance/sequential_map.svg	1373
site/en/guide/images/data_performance/vectorized_map.svg	2779
site/en/guide/intro_to_graphs.ipynb	863
site/en/guide/intro_to_modules.ipynb	1123
site/en/guide/keras/README.md	3
site/en/guide/migrate/canned_estimators.ipynb	679
site/en/guide/migrate/checkpoint_saver.ipynb	297
site/en/guide/migrate/early_stopping.ipynb	524
site/en/guide/migrate/evaluator.ipynb	292
site/en/guide/migrate/fault_tolerance.ipynb	480
site/en/guide/migrate/logging_stop_hook.ipynb	303
site/en/guide/migrate/metrics_optimizers.ipynb	384
site/en/guide/migrate/migrate_tf2.md	241
site/en/guide/migrate/migrating_checkpoints.ipynb	1191
site/en/guide/migrate/migrating_estimator.ipynb	423
site/en/guide/migrate/migrating_feature_columns.ipynb	995
site/en/guide/migrate/migration_debugging.ipynb	811
site/en/guide/migrate/mirrored_strategy.ipynb	263
site/en/guide/migrate/model_mapping.ipynb	1526
site/en/guide/migrate/multi_worker_cpu_gpu_training.ipynb	476
site/en/guide/migrate/saved_model.ipynb	760
site/en/guide/migrate/sessionrunhook_callback.ipynb	272
site/en/guide/migrate/tensorboard.ipynb	292
site/en/guide/migrate/tf1_vs_tf2.ipynb	1148
site/en/guide/migrate/tflite.ipynb	449
site/en/guide/migrate/tpu_embedding.ipynb	586
site/en/guide/migrate/tpu_estimator.ipynb	392
site/en/guide/migrate/upgrade.ipynb	603
site/en/guide/migrate/validate_correctness.ipynb	1291
site/en/guide/mixed_precision.ipynb	840
site/en/guide/profiler.md	767
site/en/guide/ragged_tensor.ipynb	1884
site/en/guide/random_numbers.ipynb	887
site/en/guide/saved_model.ipynb	988
site/en/guide/sparse_tensor.ipynb	694
site/en/guide/tensor.ipynb	1503
site/en/guide/tensor_slicing.ipynb	648
site/en/guide/tf_numpy.ipynb	946
site/en/guide/tpu.ipynb	554
site/en/guide/variable.ipynb	390
site/en/guide/versions.md	295
site/en/install/docker.md	112
site/en/install/errors.md	314
site/en/install/gpu.md	145
site/en/install/gpu_plugins.md	46
site/en/install/lang_c.ipynb	380
site/en/install/lang_java_legacy.md	163
site/en/install/source.md	387
site/en/install/source_windows.md	248
site/en/r1/README.md	5
site/en/r1/guide/README.md	85
site/en/r1/guide/autograph.ipynb	997
site/en/r1/guide/checkpoints.md	180
site/en/r1/guide/custom_estimators.md	462
site/en/r1/guide/datasets.md	659
site/en/r1/guide/datasets_for_estimators.md	297
site/en/r1/guide/debugger.md	641
site/en/r1/guide/eager.ipynb	1279
site/en/r1/guide/embedding.md	214
site/en/r1/guide/estimators.md	151
site/en/r1/guide/extend/architecture.md	156
site/en/r1/guide/extend/bindings.md	193
site/en/r1/guide/extend/cc.md	234
site/en/r1/guide/extend/filesystem.md	210
site/en/r1/guide/extend/formats.md	252
site/en/r1/guide/extend/model_files.md	145
site/en/r1/guide/extend/op.md	1188
site/en/r1/guide/feature_columns.md	455
site/en/r1/guide/graph_viz.md	274
site/en/r1/guide/graphs.md	438
site/en/r1/guide/keras.ipynb	1224
site/en/r1/guide/low_level_intro.md	454
site/en/r1/guide/performance/benchmarks.md	316
site/en/r1/guide/performance/datasets.md	260
site/en/r1/guide/performance/overview.md	277
site/en/r1/guide/premade_estimators.md	318
site/en/r1/guide/ragged_tensors.ipynb	1591
site/en/r1/guide/saved_model.md	764
site/en/r1/guide/tensorboard_histograms.md	187
site/en/r1/guide/tensors.md	245
site/en/r1/guide/using_gpu.md	181
site/en/r1/guide/using_tpu.md	286
site/en/r1/guide/variables.md	244
site/en/r1/guide/version_compat.md	261
site/en/r1/tutorials/README.md	53
site/en/r1/tutorials/_index.ipynb	197
site/en/r1/tutorials/distribute/keras.ipynb	615
site/en/r1/tutorials/distribute/tpu_custom_training.ipynb	448
site/en/r1/tutorials/distribute/training_loops.ipynb	403
site/en/r1/tutorials/eager/README.md	10
site/en/r1/tutorials/eager/automatic_differentiation.ipynb	291
site/en/r1/tutorials/eager/custom_layers.ipynb	333
site/en/r1/tutorials/eager/custom_training.ipynb	398
site/en/r1/tutorials/eager/eager_basics.ipynb	423
site/en/r1/tutorials/images/deep_cnn.md	342
site/en/r1/tutorials/images/hub_with_keras.ipynb	918
site/en/r1/tutorials/images/image_recognition.md	389
site/en/r1/tutorials/images/transfer_learning.ipynb	750
site/en/r1/tutorials/keras/README.md	17
site/en/r1/tutorials/keras/basic_classification.ipynb	907
site/en/r1/tutorials/keras/basic_regression.ipynb	778
site/en/r1/tutorials/keras/basic_text_classification.ipynb	656
site/en/r1/tutorials/keras/overfit_and_underfit.ipynb	632
site/en/r1/tutorials/keras/save_and_restore_models.ipynb	777
site/en/r1/tutorials/load_data/images.ipynb	1472
site/en/r1/tutorials/load_data/tf_records.ipynb	1180
site/en/r1/tutorials/non-ml/mandelbrot.ipynb	330
site/en/r1/tutorials/non-ml/pdes.ipynb	332
site/en/r1/tutorials/representation/kernel_methods.md	245
site/en/r1/tutorials/representation/linear.md	183
site/en/r1/tutorials/representation/unicode.ipynb	747
site/en/r1/tutorials/representation/word2vec.md	331
site/en/r1/tutorials/sequences/audio_recognition.md	523
site/en/r1/tutorials/sequences/recurrent.md	170
site/en/r1/tutorials/sequences/recurrent_quickdraw.md	337
site/en/r1/tutorials/sequences/text_generation.ipynb	1136
site/en/tutorials/audio/music_generation.ipynb	1266
site/en/tutorials/audio/simple_audio.ipynb	986
site/en/tutorials/audio/transfer_learning_audio.ipynb	849
site/en/tutorials/customization/basics.ipynb	403
site/en/tutorials/customization/custom_layers.ipynb	416
site/en/tutorials/distribute/custom_training.ipynb	720
site/en/tutorials/distribute/input.ipynb	840
site/en/tutorials/distribute/keras.ipynb	659
site/en/tutorials/distribute/multi_worker_with_ctl.ipynb	1114
site/en/tutorials/distribute/multi_worker_with_estimator.ipynb	364
site/en/tutorials/distribute/multi_worker_with_keras.ipynb	1195
site/en/tutorials/distribute/parameter_server_training.ipynb	1295
site/en/tutorials/distribute/save_and_load.ipynb	569
site/en/tutorials/estimator/keras_model_to_estimator.ipynb	285
site/en/tutorials/estimator/linear.ipynb	596
site/en/tutorials/estimator/premade.ipynb	589
site/en/tutorials/generative/adversarial_fgsm.ipynb	341
site/en/tutorials/generative/autoencoder.ipynb	1004
site/en/tutorials/generative/cvae.ipynb	637
site/en/tutorials/generative/cyclegan.ipynb	843
site/en/tutorials/generative/dcgan.ipynb	762
site/en/tutorials/generative/deepdream.ipynb	654
site/en/tutorials/generative/pix2pix.ipynb	1354
site/en/tutorials/generative/style_transfer.ipynb	1137
site/en/tutorials/images/classification.ipynb	974
site/en/tutorials/images/cnn.ipynb	369
site/en/tutorials/images/data_augmentation.ipynb	1378
site/en/tutorials/images/segmentation.ipynb	820
site/en/tutorials/images/transfer_learning.ipynb	1089
site/en/tutorials/images/transfer_learning_with_hub.ipynb	931
site/en/tutorials/interpretability/integrated_gradients.ipynb	1164
site/en/tutorials/keras/classification.ipynb	935
site/en/tutorials/keras/keras_tuner.ipynb	428
site/en/tutorials/keras/overfit_and_underfit.ipynb	1302
site/en/tutorials/keras/regression.ipynb	1391
site/en/tutorials/keras/save_and_load.ipynb	775
site/en/tutorials/keras/text_classification.ipynb	983
site/en/tutorials/keras/text_classification_with_hub.ipynb	431
site/en/tutorials/load_data/csv.ipynb	1880
site/en/tutorials/load_data/images.ipynb	1041
site/en/tutorials/load_data/numpy.ipynb	252
site/en/tutorials/load_data/pandas_dataframe.ipynb	1272
site/en/tutorials/load_data/text.ipynb	1787
site/en/tutorials/load_data/tfrecord.ipynb	1162
site/en/tutorials/quickstart/advanced.ipynb	358
site/en/tutorials/quickstart/beginner.ipynb	398
site/en/tutorials/reinforcement_learning/actor_critic.ipynb	750
site/en/tutorials/structured_data/feature_columns.ipynb	723
site/en/tutorials/structured_data/imbalanced_data.ipynb	1669
site/en/tutorials/structured_data/preprocessing_layers.ipynb	883
site/en/tutorials/structured_data/time_series.ipynb	2908
site/en/tutorials/tensorflow_text/README.md	3
site/en/tutorials/text/image_captioning.ipynb	1039
site/en/tutorials/text/word2vec.ipynb	1441
site/en/tutorials/understanding/sngp.ipynb	1567
tools/templates/notebook.ipynb	296
tools/templates/subsite/README.md	41
tools/templates/subsite/g3doc/api_docs/README.md	3
tools/templates/subsite/g3doc/api_docs/python/index.md	4
tools/templates/subsite/g3doc/bar_guide.md	2
tools/templates/subsite/g3doc/examples/baz_example.md	2
tools/templates/subsite/g3doc/examples/index.md	2
tools/templates/subsite/g3doc/overview.md	2
tools/templates/subsite/g3doc/tutorials/foo_tutorial.md	2
tools/templates/subsite/g3doc/tutorials/index.md	2
tools/templates/subsite/g3doc/tutorials/notebook.ipynb	92
tools/templates/tflite_model_page_template.md	37
tools/tensorflow_docs/tools/README.md	99