Path	Lines of Code
MANIFEST.in	5
mmf/__init__.py	14
mmf/common/__init__.py	4
mmf/common/batch_collator.py	18
mmf/common/constants.py	24
mmf/common/dataset_loader.py	44
mmf/common/meter.py	79
mmf/common/registry.py	176
mmf/common/report.py	70
mmf/common/sample.py	205
mmf/common/typings.py	34
mmf/configs/datasets/clevr/defaults.yaml	32
mmf/configs/datasets/coco/defaults.yaml	55
mmf/configs/datasets/coco/masked.yaml	51
mmf/configs/datasets/coco/ocr_en.yaml	63
mmf/configs/datasets/conceptual_captions/defaults.yaml	45
mmf/configs/datasets/conceptual_captions/masked.yaml	51
mmf/configs/datasets/conceptual_captions/train_small.yaml	5
mmf/configs/datasets/diode/defaults.yaml	25
mmf/configs/datasets/gqa/defaults.yaml	60
mmf/configs/datasets/gqa/masked.yaml	49
mmf/configs/datasets/hateful_memes/bert.yaml	12
mmf/configs/datasets/hateful_memes/defaults.yaml	64
mmf/configs/datasets/hateful_memes/with_features.yaml	5
mmf/configs/datasets/mmimdb/defaults.yaml	70
mmf/configs/datasets/mmimdb/masked.yaml	47
mmf/configs/datasets/mmimdb/with_features.yaml	5
mmf/configs/datasets/nlvr2/defaults.yaml	41
mmf/configs/datasets/ocrvqa/defaults.yaml	57
mmf/configs/datasets/okvqa/defaults.yaml	57
mmf/configs/datasets/replica/defaults.yaml	25
mmf/configs/datasets/sbu_captions/masked.yaml	39
mmf/configs/datasets/stvqa/defaults.yaml	57
mmf/configs/datasets/synsin_habitat/defaults.yaml	27
mmf/configs/datasets/synsin_realestate10k/defaults.yaml	22
mmf/configs/datasets/textcaps/defaults.yaml	72
mmf/configs/datasets/textvqa/defaults.yaml	57
mmf/configs/datasets/textvqa/with_resnet.yaml	9
mmf/configs/datasets/visual_dialog/defaults.yaml	76
mmf/configs/datasets/visual_entailment/defaults.yaml	51
mmf/configs/datasets/visual_genome/defaults.yaml	91
mmf/configs/datasets/vizwiz/defaults.yaml	59
mmf/configs/datasets/vqa2/defaults.yaml	68
mmf/configs/datasets/vqa2/masked.yaml	59
mmf/configs/datasets/vqa2/masked_q.yaml	61
mmf/configs/datasets/vqa2/train_val.yaml	60
mmf/configs/datasets/vqa2/with_raw_images.yaml	21
mmf/configs/datasets/vqacp_v2/defaults.yaml	59
mmf/configs/defaults.yaml	86
mmf/configs/models/ban/defaults.yaml	26
mmf/configs/models/butd/defaults.yaml	34
mmf/configs/models/cnn_lstm/defaults.yaml	21
mmf/configs/models/fusions/concat_bert.yaml	34
mmf/configs/models/fusions/concat_bow.yaml	39
mmf/configs/models/fusions/defaults.yaml	2
mmf/configs/models/fusions/late_fusion.yaml	41
mmf/configs/models/lorra/defaults.yaml	73
mmf/configs/models/lxmert/defaults.yaml	64
mmf/configs/models/lxmert/pretrain.yaml	2
mmf/configs/models/m4c/defaults.yaml	27
mmf/configs/models/m4c_captioner/defaults.yaml	28
mmf/configs/models/mesh_renderer/defaults.yaml	91
mmf/configs/models/mmbt/classification.yaml	6
mmf/configs/models/mmbt/defaults.yaml	30
mmf/configs/models/mmbt/pretrain.yaml	2
mmf/configs/models/mmbt/with_features.yaml	11
mmf/configs/models/mmf_bert/defaults.yaml	54
mmf/configs/models/mmf_transformer/defaults.yaml	31
mmf/configs/models/movie_mcan/defaults.yaml	32
mmf/configs/models/pythia/defaults.yaml	50
mmf/configs/models/unimodal/bert.yaml	17
mmf/configs/models/unimodal/image.yaml	20
mmf/configs/models/unimodal/text.yaml	26
mmf/configs/models/unimodal/with_features.yaml	12
mmf/configs/models/vilbert/defaults.yaml	58
mmf/configs/models/vilbert/pretrain.yaml	2
mmf/configs/models/visual_bert/classification.yaml	3
mmf/configs/models/visual_bert/defaults.yaml	14
mmf/configs/models/visual_bert/pretrain.yaml	2
mmf/configs/zoo/datasets.yaml	343
mmf/configs/zoo/models.yaml	393
mmf/datasets/__init__.py	14
mmf/datasets/base_dataset.py	56
mmf/datasets/base_dataset_builder.py	30
mmf/datasets/builders/__init__.py	1
mmf/datasets/builders/clevr/__init__.py	1
mmf/datasets/builders/clevr/builder.py	56
mmf/datasets/builders/clevr/dataset.py	101
mmf/datasets/builders/coco/__init__.py	5
mmf/datasets/builders/coco/builder.py	33
mmf/datasets/builders/coco/dataset.py	62
mmf/datasets/builders/coco/masked_builder.py	17
mmf/datasets/builders/coco/masked_dataset.py	79
mmf/datasets/builders/conceptual_captions/__init__.py	10
mmf/datasets/builders/conceptual_captions/builder.py	12
mmf/datasets/builders/conceptual_captions/dataset.py	26
mmf/datasets/builders/conceptual_captions/masked_builder.py	12
mmf/datasets/builders/conceptual_captions/masked_dataset.py	9
mmf/datasets/builders/diode/__init__.py	3
mmf/datasets/builders/diode/builder.py	11
mmf/datasets/builders/diode/dataset.py	5
mmf/datasets/builders/gqa/__init__.py	5
mmf/datasets/builders/gqa/builder.py	22
mmf/datasets/builders/gqa/dataset.py	54
mmf/datasets/builders/gqa/masked_builder.py	12
mmf/datasets/builders/gqa/masked_dataset.py	38
mmf/datasets/builders/hateful_memes/__init__.py	1
mmf/datasets/builders/hateful_memes/builder.py	57
mmf/datasets/builders/hateful_memes/dataset.py	86
mmf/datasets/builders/mmimdb/__init__.py	1
mmf/datasets/builders/mmimdb/builder.py	21
mmf/datasets/builders/mmimdb/dataset.py	61
mmf/datasets/builders/mmimdb/masked_builder.py	12
mmf/datasets/builders/mmimdb/masked_dataset.py	46
mmf/datasets/builders/nlvr2/__init__.py	1
mmf/datasets/builders/nlvr2/builder.py	12
mmf/datasets/builders/nlvr2/dataset.py	38
mmf/datasets/builders/ocrvqa/__init__.py	1
mmf/datasets/builders/ocrvqa/builder.py	12
mmf/datasets/builders/ocrvqa/dataset.py	7
mmf/datasets/builders/okvqa/builder.py	12
mmf/datasets/builders/okvqa/database.py	34
mmf/datasets/builders/okvqa/dataset.py	44
mmf/datasets/builders/replica/__init__.py	3
mmf/datasets/builders/replica/builder.py	11
mmf/datasets/builders/replica/dataset.py	54
mmf/datasets/builders/sbu_captions/__init__.py	3
mmf/datasets/builders/sbu_captions/masked_builder.py	12
mmf/datasets/builders/sbu_captions/masked_dataset.py	9
mmf/datasets/builders/stvqa/__init__.py	1
mmf/datasets/builders/stvqa/builder.py	12
mmf/datasets/builders/stvqa/dataset.py	14
mmf/datasets/builders/synsin_habitat/__init__.py	3
mmf/datasets/builders/synsin_habitat/builder.py	14
mmf/datasets/builders/synsin_habitat/dataset.py	5
mmf/datasets/builders/synsin_realestate10k/__init__.py	3
mmf/datasets/builders/synsin_realestate10k/builder.py	17
mmf/datasets/builders/synsin_realestate10k/dataset.py	67
mmf/datasets/builders/synsin_realestate10k/eval_realestate.py	52
mmf/datasets/builders/synsin_realestate10k/geometry.py	13
mmf/datasets/builders/synsin_realestate10k/realestate10k.py	100
mmf/datasets/builders/textcaps/__init__.py	1
mmf/datasets/builders/textcaps/builder.py	20
mmf/datasets/builders/textcaps/dataset.py	29
mmf/datasets/builders/textvqa/__init__.py	1
mmf/datasets/builders/textvqa/builder.py	29
mmf/datasets/builders/textvqa/dataset.py	168
mmf/datasets/builders/visual_dialog/__init__.py	1
mmf/datasets/builders/visual_dialog/builder.py	46
mmf/datasets/builders/visual_dialog/database.py	34
mmf/datasets/builders/visual_dialog/dataset.py	21
mmf/datasets/builders/visual_entailment/__init__.py	1
mmf/datasets/builders/visual_entailment/builder.py	12
mmf/datasets/builders/visual_entailment/dataset.py	35
mmf/datasets/builders/visual_genome/__init__.py	1
mmf/datasets/builders/visual_genome/builder.py	74
mmf/datasets/builders/visual_genome/dataset.py	150
mmf/datasets/builders/vizwiz/__init__.py	3
mmf/datasets/builders/vizwiz/builder.py	14
mmf/datasets/builders/vizwiz/dataset.py	40
mmf/datasets/builders/vqa2/__init__.py	3
mmf/datasets/builders/vqa2/builder.py	34
mmf/datasets/builders/vqa2/dataset.py	131
mmf/datasets/builders/vqa2/masked_builder.py	12
mmf/datasets/builders/vqa2/masked_dataset.py	48
mmf/datasets/builders/vqa2/masked_q_vqa2_builder.py	15
mmf/datasets/builders/vqa2/masked_q_vqa2_dataset.py	20
mmf/datasets/builders/vqa2/ocr_builder.py	12
mmf/datasets/builders/vqa2/ocr_dataset.py	25
mmf/datasets/builders/vqacp_v2/builder.py	12
mmf/datasets/builders/vqacp_v2/database.py	33
mmf/datasets/builders/vqacp_v2/dataset.py	54
mmf/datasets/concat_dataset.py	30
mmf/datasets/databases/__init__.py	11
mmf/datasets/databases/annotation_database.py	71
mmf/datasets/databases/features_database.py	89
mmf/datasets/databases/image_database.py	128
mmf/datasets/databases/readers/__init__.py	1
mmf/datasets/databases/readers/feature_readers.py	182
mmf/datasets/databases/scene_graph_database.py	9
mmf/datasets/mmf_dataset.py	58
mmf/datasets/mmf_dataset_builder.py	179
mmf/datasets/multi_dataset_loader.py	187
mmf/datasets/processors/__init__.py	32
mmf/datasets/processors/bert_processors.py	146
mmf/datasets/processors/image_processors.py	61
mmf/datasets/processors/processors.py	880
mmf/datasets/subset_dataset.py	12
mmf/models/__init__.py	37
mmf/models/ban.py	76
mmf/models/base_model.py	96
mmf/models/butd.py	152
mmf/models/cnn_lstm.py	61
mmf/models/fusions.py	150
mmf/models/interfaces/__init__.py	1
mmf/models/interfaces/mmbt.py	52
mmf/models/lorra.py	42
mmf/models/lxmert.py	597
mmf/models/m4c.py	405
mmf/models/m4c_captioner.py	15
mmf/models/mesh_renderer.py	451
mmf/models/mmbt.py	383
mmf/models/mmf_bert.py	302
mmf/models/mmf_transformer.py	242
mmf/models/movie_mcan.py	212
mmf/models/pythia.py	354
mmf/models/top_down_bottom_up.py	52
mmf/models/transformers/__init__.py	1
mmf/models/transformers/base.py	91
mmf/models/unimodal.py	74
mmf/models/vilbert.py	987
mmf/models/visdial_multi_modal.py	72
mmf/models/visual_bert.py	443
mmf/modules/__init__.py	4
mmf/modules/attention.py	209
mmf/modules/bottleneck.py	113
mmf/modules/decoders.py	47
mmf/modules/embeddings.py	453
mmf/modules/encoders.py	198
mmf/modules/fusions.py	600
mmf/modules/layers.py	545
mmf/modules/losses.py	278
mmf/modules/metrics.py	456
mmf/modules/optimizers.py	3
mmf/modules/schedulers.py	60
mmf/neural_rendering/__init__.py	1
mmf/neural_rendering/inpainting/__init__.py	1
mmf/neural_rendering/inpainting/gan_loss.py	114
mmf/neural_rendering/inpainting/models.py	29
mmf/neural_rendering/inpainting/pix2pix_networks.py	491
mmf/neural_rendering/inpainting/synsin_gan.py	90
mmf/neural_rendering/losses.py	146
mmf/neural_rendering/mesh_unrenderer.py	189
mmf/neural_rendering/metrics/__init__.py	1
mmf/neural_rendering/metrics/metrics.py	80
mmf/neural_rendering/metrics/perc_sim.py	245
mmf/neural_rendering/metrics/ssim.py	94
mmf/neural_rendering/novel_view_projector.py	266
mmf/neural_rendering/perspective_shader.py	84
mmf/neural_rendering/softsplat.py	264
mmf/projects/neural_rendering/configs/synsin_habitat/mp3d_defaults.yaml	40
mmf/projects/neural_rendering/configs/synsin_habitat/mp3d_nodepth_perceptual_l1laplacian.yaml	13
mmf/projects/neural_rendering/configs/synsin_habitat/mp3d_nodepth_perceptual_l1laplacian_inpaintGonly_freezemesh.yaml	27
mmf/projects/neural_rendering/configs/synsin_realestate10k/realestate10k_defaults.yaml	50
mmf/projects/neural_rendering/configs/synsin_realestate10k/realestate10k_dscale2_lowerL1_200.yaml	24
mmf/projects/neural_rendering/configs/synsin_realestate10k/realestate10k_dscale2_stride4ft_lowerL1_200.yaml	29
mmf/trainers/__init__.py	2
mmf/trainers/base_trainer.py	38
mmf/trainers/callbacks/__init__.py	1
mmf/trainers/callbacks/base.py	46
mmf/trainers/callbacks/checkpoint.py	25
mmf/trainers/callbacks/early_stopping.py	24
mmf/trainers/callbacks/logistics.py	104
mmf/trainers/callbacks/lr_scheduler.py	11
mmf/trainers/core/__init__.py	1
mmf/trainers/core/callback_hook.py	59
mmf/trainers/core/device.py	47
mmf/trainers/core/evaluation_loop.py	79
mmf/trainers/core/profiling.py	12
mmf/trainers/core/reporting.py	32
mmf/trainers/core/training_loop.py	159
mmf/trainers/mmf_trainer.py	101
mmf/utils/__init__.py	1
mmf/utils/build.py	165
mmf/utils/checkpoint.py	345
mmf/utils/configuration.py	393
mmf/utils/dataset.py	44
mmf/utils/distributed.py	195
mmf/utils/download.py	293
mmf/utils/early_stopping.py	69
mmf/utils/env.py	78
mmf/utils/file_io.py	80
mmf/utils/flags.py	26
mmf/utils/general.py	215
mmf/utils/logger.py	193
mmf/utils/m4c_evaluators.py	285
mmf/utils/modeling.py	38
mmf/utils/phoc/__init__.py	1
mmf/utils/phoc/build_phoc.py	46
mmf/utils/phoc/src/cphoc.c	118
mmf/utils/process_answers.py	83
mmf/utils/text.py	251
mmf/utils/timer.py	42
mmf/utils/transform.py	18
mmf/utils/visualize.py	26
mmf/utils/vocab.py	252
mmf/version.py	5
mmf_cli/__init__.py	1
mmf_cli/hm_convert.py	140
mmf_cli/predict.py	10
mmf_cli/run.py	87
projects/neural_rendering/configs/synsin_habitat/mp3d_defaults.yaml	40
projects/neural_rendering/configs/synsin_habitat/mp3d_nodepth_perceptual_l1laplacian.yaml	13
projects/neural_rendering/configs/synsin_habitat/mp3d_nodepth_perceptual_l1laplacian_inpaintGonly_freezemesh.yaml	27
projects/neural_rendering/configs/synsin_realestate10k/realestate10k_defaults.yaml	50
projects/neural_rendering/configs/synsin_realestate10k/realestate10k_dscale2_lowerL1_200.yaml	24
projects/neural_rendering/configs/synsin_realestate10k/realestate10k_dscale2_stride4ft_lowerL1_200.yaml	29
pyproject.toml	33
run_realestate10k/init_65x65_from_33x33.py	32
setup.py	122
tools/__init__.py	1
tools/scripts/__init__.py	1
tools/scripts/coco/coco_caption_eval.py	86
tools/scripts/features/extract_features_vmb.py	235
tools/scripts/features/extract_resnet152_feat.py	101
tools/scripts/features/lmdb_conversion.py	104
tools/sweeps/lib/__init__.py	192
tools/sweeps/lib/slurm.py	293
tools/sweeps/sweep_visual_bert.py	41