├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ └── bug_report.md └── workflows │ └── python-app.yml ├── .gitignore ├── LICENSE ├── README.md ├── annotations ├── activitynet │ ├── captioning_test_1.json │ ├── captioning_test_1_para.json │ ├── captioning_test_2_para.json │ ├── captioning_val_1.json │ ├── captioning_val_1_para.json │ ├── captioning_val_2_para.json │ ├── captioning_video_feat_duration.csv │ ├── mart_word2idx.json │ ├── test_ids.json │ ├── train.json │ ├── train_ids.json │ ├── val_1.json │ ├── val_2.json │ └── val_ids.json └── youcook2 │ ├── captioning_train.json │ ├── captioning_val.json │ ├── captioning_val_para.json │ ├── captioning_video_feat_duration.csv │ ├── mart_word2idx.json │ └── youcookii_annotations_trainval.json ├── assets ├── logo.png ├── logo_big.png ├── poster_coot.pdf ├── slides_coot.pdf ├── thumbnail.png └── thumbnail_big.png ├── cache_caption ├── activitynet_vocab_glove.pt └── youcook2_vocab_glove.pt ├── config ├── caption │ └── paper2020 │ │ ├── anet_coot_vidclip_mart.yaml │ │ ├── anet_mart.yaml │ │ ├── yc2_100m_coot_clip_mart.yaml │ │ ├── yc2_100m_coot_vidclip_mart.yaml │ │ ├── yc2_100m_coot_vidclip_mtrans.yaml │ │ ├── yc2_2d3d_coot_vidclip_mart.yaml │ │ └── yc2_mart.yaml ├── mlp │ └── default │ │ ├── mnist.yaml │ │ └── test_determ.yaml └── retrieval │ └── paper2020 │ ├── anet_coot.yaml │ ├── yc2_100m_coot.yaml │ └── yc2_2d3d_coot.yaml ├── coot ├── arguments_coot.py ├── configs_coot.py ├── configs_retrieval.py ├── dataset_retrieval.py ├── features_loader.py ├── loss_fn.py ├── model_retrieval.py └── trainer_retrieval.py ├── data_read_activitynet_meta.py ├── data_read_youcook2_meta.py ├── extract_100m_features.py ├── extract_frames_from_videos.py ├── frozen_requirements.txt ├── mart ├── arguments_mart.py ├── beam_search.py ├── caption_eval_tools.py ├── configs_mart.py ├── evaluate_language.py ├── evaluate_repetition.py ├── evaluate_stats.py ├── loss_caption.py ├── masked_transformer.py ├── model.py ├── optimization.py ├── recursive_caption_dataset.py ├── trainer_caption.py └── translator.py ├── mart_build_vocab.py ├── meteor_test.py ├── nntrainer ├── README.md ├── arguments.py ├── data.py ├── data_text.py ├── examples │ ├── mlp_mnist.py │ └── run_mlp_mnist.py ├── experiment_organization.py ├── initialization.py ├── lr_scheduler.py ├── maths.py ├── metric.py ├── models │ ├── __init__.py │ ├── activations.py │ ├── encoder.py │ ├── mlp.py │ ├── model_manager_base.py │ ├── normalizations.py │ ├── poolers.py │ └── transformer_legacy.py ├── optimization.py ├── retrieval.py ├── trainer_base.py ├── trainer_configs.py ├── typext.py ├── utils.py ├── utils_torch.py ├── utils_yaml.py └── view_results.py ├── precompute_text.py ├── provided_experiments └── retrieval │ └── paper2020 │ ├── anet_coot_run1 │ ├── config.yaml │ ├── metrics │ │ ├── metrics_epoch_33.json │ │ └── metrics_epoch_49.json │ └── models │ │ ├── trainerstate_33.json │ │ └── trainerstate_49.json │ ├── anet_coot_run2 │ ├── config.yaml │ ├── metrics │ │ ├── metrics_epoch_19.json │ │ └── metrics_epoch_35.json │ └── models │ │ ├── trainerstate_19.json │ │ └── trainerstate_35.json │ ├── anet_coot_run3 │ ├── config.yaml │ ├── metrics │ │ ├── metrics_epoch_27.json │ │ └── metrics_epoch_43.json │ └── models │ │ ├── trainerstate_27.json │ │ └── trainerstate_43.json │ ├── yc2_100m_coot_run1 │ ├── config.yaml │ ├── metrics │ │ ├── metrics_epoch_50.json │ │ └── metrics_epoch_66.json │ └── models │ │ ├── trainerstate_50.json │ │ └── trainerstate_66.json │ ├── yc2_100m_coot_run2 │ ├── config.yaml │ ├── metrics │ │ ├── metrics_epoch_41.json │ │ └── metrics_epoch_57.json │ └── models │ │ ├── trainerstate_41.json │ │ └── trainerstate_57.json │ ├── yc2_100m_coot_run3 │ ├── config.yaml │ ├── metrics │ │ ├── metrics_epoch_40.json │ │ └── metrics_epoch_56.json │ └── models │ │ ├── trainerstate_40.json │ │ └── trainerstate_56.json │ ├── yc2_2d3d_coot_run1 │ ├── config.yaml │ ├── metrics │ │ ├── metrics_epoch_60.json │ │ └── metrics_epoch_76.json │ └── models │ │ ├── trainerstate_60.json │ │ └── trainerstate_76.json │ ├── yc2_2d3d_coot_run2 │ ├── config.yaml │ ├── metrics │ │ ├── metrics_epoch_37.json │ │ └── metrics_epoch_53.json │ └── models │ │ ├── trainerstate_37.json │ │ └── trainerstate_53.json │ └── yc2_2d3d_coot_run3 │ ├── config.yaml │ ├── metrics │ ├── metrics_epoch_42.json │ └── metrics_epoch_58.json │ └── models │ ├── trainerstate_42.json │ └── trainerstate_58.json ├── repo_config.py ├── requirements.txt ├── requirements_frozen.txt ├── setup.cfg ├── show_caption.py ├── show_mart.py ├── show_retrieval.py ├── test_embeddings_retrieval.py ├── tests_coot └── __init__.py ├── tests_nntrainer ├── __init__.py ├── integration_deter.py ├── integration_train.py ├── test_configs.py ├── test_maths.py ├── test_metrics.py ├── test_multiproc.py ├── test_profiling.py ├── test_scheduling.py ├── test_string_constant.py ├── test_text_preprocessing.py ├── test_torchutils.py ├── test_transformers.py └── test_types.py ├── train_caption.py ├── 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