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README.md
setup.py
tensor2tensor/__init__.py
tensor2tensor/problems.py
tensor2tensor/problems_colab.py
tensor2tensor/problems_test.py
tensor2tensor.egg-info/PKG-INFO
tensor2tensor.egg-info/SOURCES.txt
tensor2tensor.egg-info/dependency_links.txt
tensor2tensor.egg-info/requires.txt
tensor2tensor.egg-info/top_level.txt
tensor2tensor/bin/__init__.py
tensor2tensor/bin/build_vocab.py
tensor2tensor/bin/make_tf_configs.py
tensor2tensor/bin/t2t-avg-all
tensor2tensor/bin/t2t-bleu
tensor2tensor/bin/t2t-datagen
tensor2tensor/bin/t2t-decoder
tensor2tensor/bin/t2t-eval
tensor2tensor/bin/t2t-exporter
tensor2tensor/bin/t2t-insights-server
tensor2tensor/bin/t2t-make-tf-configs
tensor2tensor/bin/t2t-query-server
tensor2tensor/bin/t2t-trainer
tensor2tensor/bin/t2t-translate-all
tensor2tensor/bin/t2t_attack.py
tensor2tensor/bin/t2t_avg_all.py
tensor2tensor/bin/t2t_bleu.py
tensor2tensor/bin/t2t_datagen.py
tensor2tensor/bin/t2t_decoder.py
tensor2tensor/bin/t2t_distill.py
tensor2tensor/bin/t2t_eval.py
tensor2tensor/bin/t2t_prune.py
tensor2tensor/bin/t2t_trainer.py
tensor2tensor/bin/t2t_trainer_test.py
tensor2tensor/bin/t2t_translate_all.py
tensor2tensor/data_generators/__init__.py
tensor2tensor/data_generators/algorithmic.py
tensor2tensor/data_generators/algorithmic_math.py
tensor2tensor/data_generators/algorithmic_math_deepmind.py
tensor2tensor/data_generators/algorithmic_math_test.py
tensor2tensor/data_generators/algorithmic_math_two_variables.py
tensor2tensor/data_generators/algorithmic_test.py
tensor2tensor/data_generators/all_problems.py
tensor2tensor/data_generators/allen_brain.py
tensor2tensor/data_generators/allen_brain_test.py
tensor2tensor/data_generators/audio.py
tensor2tensor/data_generators/audio_encoder.py
tensor2tensor/data_generators/audio_test.py
tensor2tensor/data_generators/babi_qa.py
tensor2tensor/data_generators/bair_robot_pushing.py
tensor2tensor/data_generators/celeba.py
tensor2tensor/data_generators/celeba_test.py
tensor2tensor/data_generators/celebahq.py
tensor2tensor/data_generators/cifar.py
tensor2tensor/data_generators/cipher.py
tensor2tensor/data_generators/cleaner_en_xx.py
tensor2tensor/data_generators/cnn_dailymail.py
tensor2tensor/data_generators/cola.py
tensor2tensor/data_generators/common_voice.py
tensor2tensor/data_generators/common_voice_test.py
tensor2tensor/data_generators/conll_ner.py
tensor2tensor/data_generators/desc2code.py
tensor2tensor/data_generators/desc2code_test.py
tensor2tensor/data_generators/dialog_abstract.py
tensor2tensor/data_generators/dialog_cornell.py
tensor2tensor/data_generators/dialog_dailydialog.py
tensor2tensor/data_generators/dialog_opensubtitles.py
tensor2tensor/data_generators/dialog_personachat.py
tensor2tensor/data_generators/dna_encoder.py
tensor2tensor/data_generators/dna_encoder_test.py
tensor2tensor/data_generators/enwik8.py
tensor2tensor/data_generators/fsns.py
tensor2tensor/data_generators/function_docstring.py
tensor2tensor/data_generators/gene_expression.py
tensor2tensor/data_generators/gene_expression_test.py
tensor2tensor/data_generators/generator_utils.py
tensor2tensor/data_generators/generator_utils_test.py
tensor2tensor/data_generators/google_robot_pushing.py
tensor2tensor/data_generators/gym_env.py
tensor2tensor/data_generators/gym_env_test.py
tensor2tensor/data_generators/ice_parsing.py
tensor2tensor/data_generators/image_lsun.py
tensor2tensor/data_generators/image_utils.py
tensor2tensor/data_generators/image_utils_test.py
tensor2tensor/data_generators/imagenet.py
tensor2tensor/data_generators/imagenet_test.py
tensor2tensor/data_generators/imdb.py
tensor2tensor/data_generators/inspect_tfrecord.py
tensor2tensor/data_generators/lambada.py
tensor2tensor/data_generators/librispeech.py
tensor2tensor/data_generators/lm1b.py
tensor2tensor/data_generators/lm1b_imdb.py
tensor2tensor/data_generators/lm1b_mnli.py
tensor2tensor/data_generators/mnist.py
tensor2tensor/data_generators/moving_mnist.py
tensor2tensor/data_generators/mrpc.py
tensor2tensor/data_generators/mscoco.py
tensor2tensor/data_generators/mscoco_test.py
tensor2tensor/data_generators/multi_problem.py
tensor2tensor/data_generators/multi_problem_v2.py
tensor2tensor/data_generators/multi_problem_v2_test.py
tensor2tensor/data_generators/multinli.py
tensor2tensor/data_generators/ocr.py
tensor2tensor/data_generators/paraphrase_ms_coco.py
tensor2tensor/data_generators/paraphrase_ms_coco_test.py
tensor2tensor/data_generators/pointer_generator_word.py
tensor2tensor/data_generators/problem.py
tensor2tensor/data_generators/problem_hparams.py
tensor2tensor/data_generators/problem_test.py
tensor2tensor/data_generators/program_search.py
tensor2tensor/data_generators/program_search_test.py
tensor2tensor/data_generators/ptb.py
tensor2tensor/data_generators/qnli.py
tensor2tensor/data_generators/quora_qpairs.py
tensor2tensor/data_generators/rte.py
tensor2tensor/data_generators/scitail.py
tensor2tensor/data_generators/snli.py
tensor2tensor/data_generators/speech_recognition.py
tensor2tensor/data_generators/squad.py
tensor2tensor/data_generators/sst_binary.py
tensor2tensor/data_generators/stanford_nli.py
tensor2tensor/data_generators/style_transfer.py
tensor2tensor/data_generators/style_transfer_test.py
tensor2tensor/data_generators/subject_verb_agreement.py
tensor2tensor/data_generators/text_encoder.py
tensor2tensor/data_generators/text_encoder_build_subword.py
tensor2tensor/data_generators/text_encoder_test.py
tensor2tensor/data_generators/text_problems.py
tensor2tensor/data_generators/text_problems_test.py
tensor2tensor/data_generators/timeseries.py
tensor2tensor/data_generators/timeseries_data_generator.py
tensor2tensor/data_generators/timeseries_data_generator_test.py
tensor2tensor/data_generators/timeseries_test.py
tensor2tensor/data_generators/tokenizer.py
tensor2tensor/data_generators/tokenizer_test.py
tensor2tensor/data_generators/transduction_problems.py
tensor2tensor/data_generators/transduction_problems_test.py
tensor2tensor/data_generators/translate.py
tensor2tensor/data_generators/translate_encs.py
tensor2tensor/data_generators/translate_ende.py
tensor2tensor/data_generators/translate_ende_test.py
tensor2tensor/data_generators/translate_enes.py
tensor2tensor/data_generators/translate_enet.py
tensor2tensor/data_generators/translate_enfr.py
tensor2tensor/data_generators/translate_enid.py
tensor2tensor/data_generators/translate_enmk.py
tensor2tensor/data_generators/translate_enro.py
tensor2tensor/data_generators/translate_entn.py
tensor2tensor/data_generators/translate_envi.py
tensor2tensor/data_generators/translate_enzh.py
tensor2tensor/data_generators/translate_test.py
tensor2tensor/data_generators/video_generated.py
tensor2tensor/data_generators/video_utils.py
tensor2tensor/data_generators/video_utils_test.py
tensor2tensor/data_generators/vqa.py
tensor2tensor/data_generators/vqa_utils.py
tensor2tensor/data_generators/wiki.py
tensor2tensor/data_generators/wiki_lm.py
tensor2tensor/data_generators/wiki_multi_problems.py
tensor2tensor/data_generators/wiki_revision.py
tensor2tensor/data_generators/wiki_revision_utils.py
tensor2tensor/data_generators/wikitext103.py
tensor2tensor/data_generators/wnli.py
tensor2tensor/data_generators/wsj_parsing.py
tensor2tensor/data_generators/yelp_full.py
tensor2tensor/data_generators/yelp_polarity.py
tensor2tensor/data_generators/test_data/1.csv
tensor2tensor/data_generators/test_data/corpus-1.txt
tensor2tensor/data_generators/test_data/corpus-2.txt
tensor2tensor/data_generators/test_data/vocab-1.txt
tensor2tensor/data_generators/test_data/vocab-2.txt
tensor2tensor/data_generators/wikisum/__init__.py
tensor2tensor/data_generators/wikisum/generate_vocab.py
tensor2tensor/data_generators/wikisum/get_references_commoncrawl.py
tensor2tensor/data_generators/wikisum/get_references_web.py
tensor2tensor/data_generators/wikisum/get_references_web_single_group.py
tensor2tensor/data_generators/wikisum/html.py
tensor2tensor/data_generators/wikisum/parallel_launch.py
tensor2tensor/data_generators/wikisum/produce_examples.py
tensor2tensor/data_generators/wikisum/utils.py
tensor2tensor/data_generators/wikisum/utils_test.py
tensor2tensor/data_generators/wikisum/validate_data.py
tensor2tensor/data_generators/wikisum/wikisum.py
tensor2tensor/data_generators/wikisum/test_data/para_bad1.txt
tensor2tensor/data_generators/wikisum/test_data/para_good1.txt
tensor2tensor/envs/__init__.py
tensor2tensor/envs/env_problem.py
tensor2tensor/envs/env_problem_utils.py
tensor2tensor/envs/env_problem_utils_test.py
tensor2tensor/envs/gym_env_problem.py
tensor2tensor/envs/gym_env_problem_test.py
tensor2tensor/envs/gym_spaces_utils.py
tensor2tensor/envs/gym_spaces_utils_test.py
tensor2tensor/envs/mujoco_problems.py
tensor2tensor/envs/mujoco_problems_test.py
tensor2tensor/envs/rendered_env_problem.py
tensor2tensor/envs/rendered_env_problem_test.py
tensor2tensor/envs/tic_tac_toe_env.py
tensor2tensor/envs/tic_tac_toe_env_problem.py
tensor2tensor/envs/tic_tac_toe_env_problem_test.py
tensor2tensor/envs/tic_tac_toe_env_test.py
tensor2tensor/envs/time_step.py
tensor2tensor/envs/time_step_test.py
tensor2tensor/envs/trajectory.py
tensor2tensor/envs/trajectory_test.py
tensor2tensor/insights/__init__.py
tensor2tensor/insights/graph.py
tensor2tensor/insights/query_processor.py
tensor2tensor/insights/server.py
tensor2tensor/insights/transformer_model.py
tensor2tensor/layers/__init__.py
tensor2tensor/layers/area_attention.py
tensor2tensor/layers/area_attention_test.py
tensor2tensor/layers/common_attention.py
tensor2tensor/layers/common_attention_test.py
tensor2tensor/layers/common_audio.py
tensor2tensor/layers/common_hparams.py
tensor2tensor/layers/common_image_attention.py
tensor2tensor/layers/common_image_attention_test.py
tensor2tensor/layers/common_layers.py
tensor2tensor/layers/common_layers_test.py
tensor2tensor/layers/common_video.py
tensor2tensor/layers/common_video_test.py
tensor2tensor/layers/discretization.py
tensor2tensor/layers/discretization_test.py
tensor2tensor/layers/latent_layers.py
tensor2tensor/layers/latent_layers_test.py
tensor2tensor/layers/message_passing_attention.py
tensor2tensor/layers/modalities.py
tensor2tensor/layers/modalities_test.py
tensor2tensor/layers/ngram.py
tensor2tensor/layers/ngram_test.py
tensor2tensor/layers/transformer_glow_layers.py
tensor2tensor/layers/transformer_glow_layers_ops.py
tensor2tensor/layers/transformer_glow_layers_ops_test.py
tensor2tensor/layers/transformer_glow_layers_test.py
tensor2tensor/layers/transformer_layers.py
tensor2tensor/layers/transformer_memory.py
tensor2tensor/layers/transformer_memory_test.py
tensor2tensor/layers/vq_discrete.py
tensor2tensor/layers/vqa_layers.py
tensor2tensor/metrics/__init__.py
tensor2tensor/metrics/video_conditional_fvd.py
tensor2tensor/metrics/video_conditional_fvd_test.py
tensor2tensor/models/__init__.py
tensor2tensor/models/basic.py
tensor2tensor/models/basic_test.py
tensor2tensor/models/bytenet.py
tensor2tensor/models/bytenet_test.py
tensor2tensor/models/distillation.py
tensor2tensor/models/evolved_transformer.py
tensor2tensor/models/evolved_transformer_test.py
tensor2tensor/models/image_transformer.py
tensor2tensor/models/image_transformer_2d.py
tensor2tensor/models/image_transformer_2d_test.py
tensor2tensor/models/image_transformer_test.py
tensor2tensor/models/lstm.py
tensor2tensor/models/lstm_test.py
tensor2tensor/models/mtf_image_transformer.py
tensor2tensor/models/mtf_image_transformer_test.py
tensor2tensor/models/mtf_resnet.py
tensor2tensor/models/mtf_transformer.py
tensor2tensor/models/mtf_transformer2.py
tensor2tensor/models/mtf_transformer_test.py
tensor2tensor/models/neural_assistant.py
tensor2tensor/models/neural_gpu.py
tensor2tensor/models/neural_gpu_test.py
tensor2tensor/models/resnet.py
tensor2tensor/models/resnet_test.py
tensor2tensor/models/revnet.py
tensor2tensor/models/revnet_test.py
tensor2tensor/models/shake_shake.py
tensor2tensor/models/slicenet.py
tensor2tensor/models/slicenet_test.py
tensor2tensor/models/text_cnn.py
tensor2tensor/models/transformer.py
tensor2tensor/models/transformer_test.py
tensor2tensor/models/vanilla_gan.py
tensor2tensor/models/xception.py
tensor2tensor/models/xception_test.py
tensor2tensor/models/neural_architecture_search/__init__.py
tensor2tensor/models/neural_architecture_search/nas_layers.py
tensor2tensor/models/neural_architecture_search/nas_layers_test.py
tensor2tensor/models/neural_architecture_search/nas_model.py
tensor2tensor/models/neural_architecture_search/nas_model_test.py
tensor2tensor/models/research/__init__.py
tensor2tensor/models/research/adafactor_experiments.py
tensor2tensor/models/research/aligned.py
tensor2tensor/models/research/attention_lm.py
tensor2tensor/models/research/attention_lm_moe.py
tensor2tensor/models/research/autoencoders.py
tensor2tensor/models/research/autoencoders_test.py
tensor2tensor/models/research/cycle_gan.py
tensor2tensor/models/research/gene_expression.py
tensor2tensor/models/research/gene_expression_test.py
tensor2tensor/models/research/glow.py
tensor2tensor/models/research/glow_init_hook.py
tensor2tensor/models/research/glow_ops.py
tensor2tensor/models/research/glow_ops_test.py
tensor2tensor/models/research/glow_test.py
tensor2tensor/models/research/lm_experiments.py
tensor2tensor/models/research/moe.py
tensor2tensor/models/research/moe_experiments.py
tensor2tensor/models/research/multiquery_paper.py
tensor2tensor/models/research/neural_stack.py
tensor2tensor/models/research/neural_stack_test.py
tensor2tensor/models/research/residual_shuffle_exchange.py
tensor2tensor/models/research/rl.py
tensor2tensor/models/research/shuffle_network.py
tensor2tensor/models/research/similarity_transformer.py
tensor2tensor/models/research/super_lm.py
tensor2tensor/models/research/transformer_aux.py
tensor2tensor/models/research/transformer_aux_test.py
tensor2tensor/models/research/transformer_moe.py
tensor2tensor/models/research/transformer_nat.py
tensor2tensor/models/research/transformer_parallel.py
tensor2tensor/models/research/transformer_revnet.py
tensor2tensor/models/research/transformer_revnet_test.py
tensor2tensor/models/research/transformer_sketch.py
tensor2tensor/models/research/transformer_symshard.py
tensor2tensor/models/research/transformer_vae.py
tensor2tensor/models/research/transformer_vae_flow_prior.py
tensor2tensor/models/research/transformer_vae_flow_prior_ops.py
tensor2tensor/models/research/transformer_vae_test.py
tensor2tensor/models/research/universal_transformer.py
tensor2tensor/models/research/universal_transformer_test.py
tensor2tensor/models/research/universal_transformer_util.py
tensor2tensor/models/research/vqa_attention.py
tensor2tensor/models/research/vqa_attention_test.py
tensor2tensor/models/research/vqa_recurrent_self_attention.py
tensor2tensor/models/research/vqa_self_attention.py
tensor2tensor/models/video/__init__.py
tensor2tensor/models/video/base.py
tensor2tensor/models/video/base_vae.py
tensor2tensor/models/video/basic_deterministic.py
tensor2tensor/models/video/basic_deterministic_params.py
tensor2tensor/models/video/basic_deterministic_test.py
tensor2tensor/models/video/basic_recurrent.py
tensor2tensor/models/video/basic_recurrent_test.py
tensor2tensor/models/video/basic_stochastic.py
tensor2tensor/models/video/basic_stochastic_test.py
tensor2tensor/models/video/emily.py
tensor2tensor/models/video/emily_test.py
tensor2tensor/models/video/epva.py
tensor2tensor/models/video/epva_params.py
tensor2tensor/models/video/next_frame_glow.py
tensor2tensor/models/video/nfg_conv3d_test.py
tensor2tensor/models/video/nfg_conv_lstm_test.py
tensor2tensor/models/video/nfg_conv_test.py
tensor2tensor/models/video/nfg_interpolate.py
tensor2tensor/models/video/nfg_test_utils.py
tensor2tensor/models/video/nfg_uncond_test.py
tensor2tensor/models/video/savp.py
tensor2tensor/models/video/savp_params.py
tensor2tensor/models/video/savp_test.py
tensor2tensor/models/video/sv2p.py
tensor2tensor/models/video/sv2p_params.py
tensor2tensor/models/video/sv2p_test.py
tensor2tensor/models/video/tests_utils.py
tensor2tensor/rl/__init__.py
tensor2tensor/rl/batch_dqn_agent_test.py
tensor2tensor/rl/batch_runner_test.py
tensor2tensor/rl/datagen_with_agent.py
tensor2tensor/rl/dopamine_connector.py
tensor2tensor/rl/evaluator.py
tensor2tensor/rl/evaluator_test.py
tensor2tensor/rl/gym_utils.py
tensor2tensor/rl/gym_utils_test.py
tensor2tensor/rl/player.py
tensor2tensor/rl/player_utils.py
tensor2tensor/rl/policy_learner.py
tensor2tensor/rl/ppo.py
tensor2tensor/rl/ppo_learner.py
tensor2tensor/rl/restarter.py
tensor2tensor/rl/restarter_test.py
tensor2tensor/rl/rl_utils.py
tensor2tensor/rl/trainer_model_based.py
tensor2tensor/rl/trainer_model_based_agent_only.py
tensor2tensor/rl/trainer_model_based_params.py
tensor2tensor/rl/trainer_model_based_recurrent_test.py
tensor2tensor/rl/trainer_model_based_stochastic_test.py
tensor2tensor/rl/trainer_model_based_sv2p_test.py
tensor2tensor/rl/trainer_model_based_test.py
tensor2tensor/rl/trainer_model_free.py
tensor2tensor/rl/trainer_model_free_test.py
tensor2tensor/rl/trainer_model_free_tictactoe_test.py
tensor2tensor/rl/envs/__init__.py
tensor2tensor/rl/envs/in_graph_batch_env.py
tensor2tensor/rl/envs/py_func_batch_env.py
tensor2tensor/rl/envs/simulated_batch_env.py
tensor2tensor/rl/envs/simulated_batch_gym_env.py
tensor2tensor/rl/envs/tf_atari_wrappers.py
tensor2tensor/serving/__init__.py
tensor2tensor/serving/export.py
tensor2tensor/serving/query.py
tensor2tensor/serving/serving_utils.py
tensor2tensor/utils/__init__.py
tensor2tensor/utils/adafactor.py
tensor2tensor/utils/adv_attack_utils.py
tensor2tensor/utils/avg_checkpoints.py
tensor2tensor/utils/beam_search.py
tensor2tensor/utils/beam_search_test.py
tensor2tensor/utils/bleu_hook.py
tensor2tensor/utils/bleu_hook_test.py
tensor2tensor/utils/checkpoint_compatibility_test.py
tensor2tensor/utils/cloud_mlengine.py
tensor2tensor/utils/compute_video_metrics.py
tensor2tensor/utils/contrib.py
tensor2tensor/utils/data_reader.py
tensor2tensor/utils/data_reader_test.py
tensor2tensor/utils/decoding.py
tensor2tensor/utils/devices.py
tensor2tensor/utils/diet.py
tensor2tensor/utils/diet_test.py
tensor2tensor/utils/expert_utils.py
tensor2tensor/utils/expert_utils_test.py
tensor2tensor/utils/flags.py
tensor2tensor/utils/get_rouge.py
tensor2tensor/utils/hparam.py
tensor2tensor/utils/hparam_test.py
tensor2tensor/utils/hparams_lib.py
tensor2tensor/utils/hparams_lib_test.py
tensor2tensor/utils/learning_rate.py
tensor2tensor/utils/metrics.py
tensor2tensor/utils/metrics_hook.py
tensor2tensor/utils/metrics_hook_test.py
tensor2tensor/utils/metrics_test.py
tensor2tensor/utils/misc_utils.py
tensor2tensor/utils/misc_utils_test.py
tensor2tensor/utils/mlperf_log.py
tensor2tensor/utils/mlperf_tags.py
tensor2tensor/utils/mtf_model.py
tensor2tensor/utils/multistep_optimizer.py
tensor2tensor/utils/multistep_optimizer_test.py
tensor2tensor/utils/multistep_with_adamoptimizer.py
tensor2tensor/utils/multistep_with_adamoptimizer_test.py
tensor2tensor/utils/optimize.py
tensor2tensor/utils/optimize_test.py
tensor2tensor/utils/partial_checkpoint_load_hook.py
tensor2tensor/utils/pruning_utils.py
tensor2tensor/utils/quantization.py
tensor2tensor/utils/registry.py
tensor2tensor/utils/registry_test.py
tensor2tensor/utils/restore_hook.py
tensor2tensor/utils/rouge.py
tensor2tensor/utils/rouge_test.py
tensor2tensor/utils/sari_hook.py
tensor2tensor/utils/sari_hook_test.py
tensor2tensor/utils/scheduled_sampling.py
tensor2tensor/utils/t2t_model.py
tensor2tensor/utils/t2t_model_test.py
tensor2tensor/utils/test_utils.py
tensor2tensor/utils/test_utils_test.py
tensor2tensor/utils/trainer_lib.py
tensor2tensor/utils/trainer_lib_test.py
tensor2tensor/utils/update_ops_hook.py
tensor2tensor/utils/usr_dir.py
tensor2tensor/utils/video2gif.py
tensor2tensor/utils/video_metrics.py
tensor2tensor/utils/video_metrics_test.py
tensor2tensor/utils/yellowfin.py
tensor2tensor/utils/yellowfin_test.py
tensor2tensor/visualization/TransformerVisualization.ipynb
tensor2tensor/visualization/__init__.py
tensor2tensor/visualization/attention.js
tensor2tensor/visualization/attention.py
tensor2tensor/visualization/visualization.py
tensor2tensor/visualization/visualization_test.py