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'ego4d_data/tacos/test_lemma.jsonl', + 'val_text_feat_dir': '/root/autodl-tmp/data/tacos/all_clip_token_features', + 'video_feat_dir': '/root/autodl-tmp/data/tacos/internvideo_lmdb'}, + 'dataset_name': 'ego4d_multitask', + 'devices': 'cuda:0', + 'init_rand_seed': 12345678, + 'loader': {'batch_size': 2, 'num_workers': 2}, + 'model': {'backbone_arch': [2, 4, 4, 0, 6], + 'backbone_type': 'ObjectMambaTransformer', + 'embd_dim': 512, + 'embd_kernel_size': 3, + 'embd_with_ln': True, + 'fpn_dim': 512, + 'fpn_start_level': 0, + 'fpn_type': 'identity', + 'fpn_with_ln': True, + 'generator': {'generator_type': 'point'}, + 'head_dim': 512, + 'head_kernel_size': 3, + 'head_num_layers': 3, + 'head_with_ln': True, + 'input_txt_dim': 512, + 'input_vid_dim': 2304, + 'max_buffer_len_factor': 4.0, + 'max_seq_len': 3072, + 'multiscale_encoder_cfg': [{'layer_cfg': {'mha_win_size': 9, + 'n_ds_strides': [2, 2], + 'n_embd': 512, + 'n_head': 4, + 'path_pdrop': 0.1}, + 'layer_num': 6, + 'layer_type': 'TransformerBlock'}, + {'layer_cfg': {'in_channels': [512, + 512, + 512, + 512, + 512, + 512, + 512], + 'out_channel': 512}, + 'layer_num': 1, + 'layer_type': 'FPNLayernorm'}], + 'n_head': 4, + 'n_mha_win_size': 9, + 'nlq_heads_cfg': {'center_sample_radius': 1.5, + 'cls_head_cfg': {'empty_cls': [], + 'feat_dim': 512, + 'input_dim': 512, + 'kernel_size': 3, + 'num_classes': 1, + 'num_layers': 3, + 'prior_prob': 0.01, + 'with_ln': True}, + 'duration_thresh': 0.001, + 'iou_threshold': 0.1, + 'loss_normalizer': 200, + 'loss_normalizer_momentum': 0.9, + 'max_seg_num': 5, + 'min_score': 0.001, + 'pre_nms_thresh': 0.001, + 'pre_nms_topk': 2000, + 'reg_head_cfg': {'feat_dim': 512, + 'fpn_levels': 7, + 'input_dim': 512, + 'kernel_size': 3, + 'num_layers': 3, + 'with_ln': True}, + 'reg_loss_weight': 1.0, + 'train_label_smoothing': 0.1}, + 'num_classes': 1, + 'obj_encoder_cfg': [{'layer_cfg': {'act': 'relu', + 'n_in': 512, + 'num_layer': 2}, + 'layer_num': 1, + 'layer_type': 'MaskedConv1DLayer'}, + {'layer_cfg': {'n_embd': 512, 'path_pdrop': 0.1}, + 'layer_num': 4, + 'layer_type': 'ObjectEncoderBlock'}], + 'object_dim': 512, + 'object_use_cross_model': True, + 'object_win_size': 1, + 'regression_range': [[0, 4], + [2, 8], + [4, 16], + [8, 32], + [16, 64], + [32, 128], + [64, 10000]], + 'scale_factor': 2, + 'tasks': ['NLQ', 'VTM'], + 'test_cfg': {'duration_thresh': 0.001, + 'ext_score_file': None, + 'iou_threshold': 0.1, + 'max_seg_num': 5, + 'min_score': 0.001, + 'multiclass_nms': True, + 'nms_method': 'soft', + 'nms_sigma': 0.75, + 'pre_nms_thresh': 0.001, + 'pre_nms_topk': 2000, + 'test_num': 1, + 'test_start_epoch': 2, + 'voting_thresh': 0.9}, + 'text_encoder_cfg': [{'layer_cfg': {'act': 'relu', + 'n_in': 512, + 'num_layer': 2}, + 'layer_num': 1, + 'layer_type': 'MaskedConv1DLayer'}, + {'layer_cfg': {'n_embd': 512, + 'n_head': 4, + 'path_pdrop': 0.1}, + 'layer_num': 4, + 'layer_type': 'TransformerBlock'}], + 'train_cfg': {'box_loss_weight': 5.0, + 'center_sample': 'radius', + 'center_sample_radius': 1.5, + 'clip_grad_l2norm': 1.0, + 'cls_prior_prob': 0.01, + 'dropout': 0.0, + 'droppath': 0.1, + 'head_empty_cls': [], + 'init_loss_norm': 200, + 'iou_loss_weight': 1.0, + 'label_smoothing': 0.1, + 'loss_weight': 1.0, + 'mamba_arch': ['bimamba1', 'mlp', 'obj'], + 'num_decoder_layer': 6}, + 'use_abs_pe': True, + 'use_lmha_in_fpn': True, + 'use_rel_pe': False, + 'video_encoder_cfg': [{'layer_cfg': {'act': 'relu', + 'kernel_size': 3, + 'n_hidden': 512, + 'n_in': 2304, + 'n_out': 512, + 'num_layer': 2}, + 'layer_num': 1, + 'layer_type': 'MaskedConv1DLayer'}, + {'layer_cfg': {'mamba_arch': ['bimamba1', + 'mlp', + 'obj'], + 'n_embd': 512, + 'n_head': 4, + 'path_pdrop': 0.1}, + 'layer_num': 4, + 'layer_type': 'ObjectMambaBlock'}], + 'vtm_heads_cfg': {'loss_weight': 1.5, + 'multiscale': False, + 'shot_aggregator_cfg': {'layer_cfg': {'cross_mixer_cfg': {'block_cfg': {'n_embd': 512, + 'n_head': 4}, + 'block_type': 'MaskedMHA'}, + 'num_layer': 1, + 'path_pdrop': 0.1, + 'query_num': 5, + 'self_mixer_cfg': {'block_cfg': {'n_embd': 512, + 'n_head': 4}, + 'block_type': 'MaskedMHCA'}}, + 'layer_type': 'QFormerLayer'}, + 'similarity_head_cfg': {'layer_cfg': {'con_dim': 512, + 'x_dim': 512, + 'y_dim': 512}, + 'layer_type': 'Cosine'}, + 'soft_label': False}}, + 'model_name': 'MultiTaskArch', + 'opt': {'backbone_lr_weight': 1, + 'epochs': 6, + 'learning_rate': 0.0004, + 'momentum': 0.9, + 'schedule_gamma': 0.1, + 'schedule_steps': [], + 'schedule_type': 'cosine', + 'type': 'AdamW', + 'warmup': True, + 'warmup_epochs': 4, + 'weight_decay': 0.05}, + 'output_folder': '/root/autodl-tmp/model/GroundNLQ/tacos/', + 'test_cfg': {'duration_thresh': 0.001, + 'ext_score_file': None, + 'iou_threshold': 0.1, + 'max_seg_num': 5, + 'min_score': 0.001, + 'multiclass_nms': True, + 'nms_method': 'soft', + 'nms_sigma': 0.75, + 'pre_nms_thresh': 0.001, + 'pre_nms_topk': 2000, + 'test_num': 1, + 'test_start_epoch': 2, + 'voting_thresh': 0.9}, + 'track': 'goal_step', + 'train_cfg': {'box_loss_weight': 5.0, + 'center_sample': 'radius', + 'center_sample_radius': 1.5, + 'clip_grad_l2norm': 1.0, + 'cls_prior_prob': 0.01, + 'dropout': 0.0, + 'droppath': 0.1, + 'head_empty_cls': [], + 'init_loss_norm': 200, + 'iou_loss_weight': 1.0, + 'label_smoothing': 0.1, + 'loss_weight': 1.0, + 'mamba_arch': ['bimamba1', 'mlp', 'obj'], + 'num_decoder_layer': 6}, + 'train_split': ['training'], + 'val_split': ['validation']} diff --git a/tacos/internvideo/finetuned/tacos_baseline_1e-4_objectmambafinetune131/eval_results.txt b/tacos/internvideo/finetuned/tacos_baseline_1e-4_objectmambafinetune131/eval_results.txt new file mode 100644 index 0000000000000000000000000000000000000000..2baeb95882aeb1ec9684417c6b69e852fb250ab3 --- /dev/null +++ b/tacos/internvideo/finetuned/tacos_baseline_1e-4_objectmambafinetune131/eval_results.txt @@ -0,0 +1,99 @@ ++----------+----------+----------+----------+----------+----------+ +| Rank@1 | Rank@1 | Rank@5 | Rank@5 | Rank@10 | Rank@10 | +| mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | ++----------+----------+----------+----------+----------+----------+ +| 14.14 | 7.64 | 44.06 | 24.00 | 44.06 | 24.00 | ++----------+----------+----------+----------+----------+----------+avgiou=14.135864 +epoch0 + final_loss 0.82 (1.14) + cls_loss 0.46 (0.57) + reg_loss 0.19 (0.31) + vtm_loss 0.11 (0.17) ++----------+----------+----------+----------+----------+----------+ +| Rank@1 | Rank@1 | Rank@5 | Rank@5 | Rank@10 | Rank@10 | +| mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | ++----------+----------+----------+----------+----------+----------+ +| 54.97 | 43.68 | 81.29 | 69.81 | 81.29 | 69.81 | ++----------+----------+----------+----------+----------+----------+avgiou=54.970030 +epoch1 + final_loss 0.72 (1.07) + cls_loss 0.41 (0.52) + reg_loss 0.17 (0.29) + vtm_loss 0.10 (0.18) ++----------+----------+----------+----------+----------+----------+ +| Rank@1 | Rank@1 | Rank@5 | Rank@5 | Rank@10 | Rank@10 | +| mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | ++----------+----------+----------+----------+----------+----------+ +| 60.21 | 50.25 | 85.49 | 76.37 | 85.49 | 76.37 | ++----------+----------+----------+----------+----------+----------+avgiou=60.214785 +epoch2 + final_loss 0.90 (1.10) + cls_loss 0.54 (0.52) + reg_loss 0.19 (0.27) + vtm_loss 0.11 (0.21) ++----------+----------+----------+----------+----------+----------+ +| Rank@1 | Rank@1 | Rank@5 | Rank@5 | Rank@10 | Rank@10 | +| mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | ++----------+----------+----------+----------+----------+----------+ +| 62.79 | 53.20 | 87.04 | 79.37 | 87.04 | 79.37 | ++----------+----------+----------+----------+----------+----------+avgiou=62.787213 +epoch3 + final_loss 0.73 (1.05) + cls_loss 0.35 (0.50) + reg_loss 0.20 (0.26) + vtm_loss 0.12 (0.19) ++----------+----------+----------+----------+----------+----------+ +| Rank@1 | Rank@1 | Rank@5 | Rank@5 | Rank@10 | Rank@10 | +| mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | ++----------+----------+----------+----------+----------+----------+ +| 64.31 | 54.50 | 87.84 | 80.12 | 87.84 | 80.12 | ++----------+----------+----------+----------+----------+----------+avgiou=64.310689 +epoch4 + final_loss 1.12 (1.05) + cls_loss 0.64 (0.50) + reg_loss 0.23 (0.25) + vtm_loss 0.17 (0.20) ++----------+----------+----------+----------+----------+----------+ +| Rank@1 | Rank@1 | Rank@5 | Rank@5 | Rank@10 | Rank@10 | +| mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | ++----------+----------+----------+----------+----------+----------+ +| 65.06 | 55.09 | 87.74 | 79.55 | 87.74 | 79.55 | ++----------+----------+----------+----------+----------+----------+avgiou=65.059940 +epoch5 + final_loss 0.84 (1.03) + cls_loss 0.42 (0.50) + reg_loss 0.21 (0.25) + vtm_loss 0.14 (0.19) ++----------+----------+----------+----------+----------+----------+ +| Rank@1 | Rank@1 | Rank@5 | Rank@5 | Rank@10 | Rank@10 | +| mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | ++----------+----------+----------+----------+----------+----------+ +| 66.43 | 55.77 | 87.16 | 79.45 | 87.16 | 79.45 | ++----------+----------+----------+----------+----------+----------+avgiou=66.433566 +epoch6 + final_loss 1.06 (1.09) + cls_loss 0.65 (0.51) + reg_loss 0.21 (0.25) + vtm_loss 0.13 (0.23) ++----------+----------+----------+----------+----------+----------+ +| Rank@1 | Rank@1 | Rank@5 | Rank@5 | Rank@10 | Rank@10 | +| mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | mIoU@0.3 | mIoU@0.5 | ++----------+----------+----------+----------+----------+----------+ +| 65.53 | 56.07 | 85.86 | 78.27 | 85.86 | 78.27 | ++----------+----------+----------+----------+----------+----------+avgiou=65.534466 +epoch7 + final_loss 1.16 (1.11) + cls_loss 0.66 (0.52) + reg_loss 0.21 (0.24) + vtm_loss 0.20 (0.23) ++----------+----------+----------+----------+----------+----------+ +| Rank@1 | Rank@1 | 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