| { | |
| "config_file": "config/cfg_fsc147_vit_b.py", | |
| "options": { | |
| "text_encoder_type": "checkpoints/bert-base-uncased" | |
| }, | |
| "datasets": "config/datasets_fsc147.json", | |
| "remove_difficult": false, | |
| "fix_size": false, | |
| "output_dir": "./debug", | |
| "note": "", | |
| "device": "cuda", | |
| "seed": 42, | |
| "resume": "", | |
| "pretrain_model_path": "checkpoints/groundingdino_swinb_cogcoor.pth", | |
| "finetune_ignore": null, | |
| "start_epoch": 0, | |
| "eval": false, | |
| "num_workers": 8, | |
| "test": false, | |
| "debug": false, | |
| "find_unused_params": false, | |
| "save_results": false, | |
| "save_log": false, | |
| "world_size": 1, | |
| "dist_url": "env://", | |
| "rank": 0, | |
| "local_rank": 0, | |
| "amp": false, | |
| "distributed": false, | |
| "data_aug_scales": [ | |
| 480, | |
| 512, | |
| 544, | |
| 576, | |
| 608, | |
| 640, | |
| 672, | |
| 704, | |
| 736, | |
| 768, | |
| 800 | |
| ], | |
| "data_aug_max_size": 1333, | |
| "data_aug_scales2_resize": [ | |
| 400, | |
| 500, | |
| 600 | |
| ], | |
| "data_aug_scales2_crop": [ | |
| 384, | |
| 600 | |
| ], | |
| "data_aug_scale_overlap": null, | |
| "batch_size": 4, | |
| "modelname": "groundingdino", | |
| "backbone": "swin_B_384_22k", | |
| "position_embedding": "sine", | |
| "pe_temperatureH": 20, | |
| "pe_temperatureW": 20, | |
| "return_interm_indices": [ | |
| 1, | |
| 2, | |
| 3 | |
| ], | |
| "enc_layers": 6, | |
| "dec_layers": 6, | |
| "pre_norm": false, | |
| "dim_feedforward": 2048, | |
| "hidden_dim": 256, | |
| "dropout": 0.0, | |
| "nheads": 8, | |
| "num_queries": 900, | |
| "query_dim": 4, | |
| "num_patterns": 0, | |
| "num_feature_levels": 4, | |
| "enc_n_points": 4, | |
| "dec_n_points": 4, | |
| "two_stage_type": "standard", | |
| "two_stage_bbox_embed_share": false, | |
| "two_stage_class_embed_share": false, | |
| "transformer_activation": "relu", | |
| "dec_pred_bbox_embed_share": true, | |
| "dn_box_noise_scale": 1.0, | |
| "dn_label_noise_ratio": 0.5, | |
| "dn_label_coef": 1.0, | |
| "dn_bbox_coef": 1.0, | |
| "embed_init_tgt": true, | |
| "dn_labelbook_size": 91, | |
| "max_text_len": 256, | |
| "text_encoder_type": "checkpoints/bert-base-uncased", | |
| "use_text_enhancer": true, | |
| "use_fusion_layer": true, | |
| "use_checkpoint": true, | |
| "use_transformer_ckpt": true, | |
| "use_text_cross_attention": true, | |
| "text_dropout": 0.0, | |
| "fusion_dropout": 0.0, | |
| "fusion_droppath": 0.1, | |
| "sub_sentence_present": true, | |
| "max_labels": 90, | |
| "lr": 0.0001, | |
| "backbone_freeze_keywords": null, | |
| "freeze_keywords": [ | |
| "backbone.0", | |
| "bert" | |
| ], | |
| "lr_backbone": 1e-05, | |
| "lr_backbone_names": [ | |
| "backbone.0", | |
| "bert" | |
| ], | |
| "lr_linear_proj_mult": 1e-05, | |
| "lr_linear_proj_names": [ | |
| "ref_point_head", | |
| "sampling_offsets" | |
| ], | |
| "weight_decay": 0.0001, | |
| "param_dict_type": "ddetr_in_mmdet", | |
| "ddetr_lr_param": false, | |
| "epochs": 30, | |
| "lr_drop": 10, | |
| "save_checkpoint_interval": 10, | |
| "clip_max_norm": 0.1, | |
| "onecyclelr": false, | |
| "multi_step_lr": false, | |
| "lr_drop_list": [ | |
| 10, | |
| 20 | |
| ], | |
| "frozen_weights": null, | |
| "dilation": false, | |
| "pdetr3_bbox_embed_diff_each_layer": false, | |
| "pdetr3_refHW": -1, | |
| "random_refpoints_xy": false, | |
| "fix_refpoints_hw": -1, | |
| "dabdetr_yolo_like_anchor_update": false, | |
| "dabdetr_deformable_encoder": false, | |
| "dabdetr_deformable_decoder": false, | |
| "use_deformable_box_attn": false, | |
| "box_attn_type": "roi_align", | |
| "dec_layer_number": null, | |
| "decoder_layer_noise": false, | |
| "dln_xy_noise": 0.2, | |
| "dln_hw_noise": 0.2, | |
| "add_channel_attention": false, | |
| "add_pos_value": false, | |
| "two_stage_pat_embed": 0, | |
| "two_stage_add_query_num": 0, | |
| "two_stage_learn_wh": false, | |
| "two_stage_default_hw": 0.05, | |
| "two_stage_keep_all_tokens": false, | |
| "num_select": 900, | |
| "batch_norm_type": "FrozenBatchNorm2d", | |
| "masks": false, | |
| "aux_loss": true, | |
| "set_cost_class": 5.0, | |
| "set_cost_bbox": 1.0, | |
| "set_cost_giou": 0.0, | |
| "cls_loss_coef": 5.0, | |
| "bbox_loss_coef": 1.0, | |
| "giou_loss_coef": 0.0, | |
| "enc_loss_coef": 1.0, | |
| "interm_loss_coef": 1.0, | |
| "no_interm_box_loss": false, | |
| "mask_loss_coef": 1.0, | |
| "dice_loss_coef": 1.0, | |
| "focal_alpha": 0.25, | |
| "focal_gamma": 2.0, | |
| "decoder_sa_type": "sa", | |
| "matcher_type": "HungarianMatcher", | |
| "decoder_module_seq": [ | |
| "sa", | |
| "ca", | |
| "ffn" | |
| ], | |
| "nms_iou_threshold": -1, | |
| "dec_pred_class_embed_share": true, | |
| "match_unstable_error": true, | |
| "use_detached_boxes_dec_out": false, | |
| "dn_scalar": 100, | |
| "box_threshold": 0.23, | |
| "text_threshold": 0, | |
| "use_coco_eval": false, | |
| "label_list": [ | |
| "alcohol bottle", | |
| "baguette roll", | |
| "ball", | |
| "banana", | |
| "bead", | |
| "bee", | |
| "birthday candle", | |
| "biscuit", | |
| "boat", | |
| "bottle", | |
| "bowl", | |
| "box", | |
| "bread roll", | |
| "brick", | |
| "buffalo", | |
| "bun", | |
| "calamari ring", | |
| "can", | |
| "candle", | |
| "cap", | |
| "car", | |
| "cartridge", | |
| "cassette", | |
| "cement bag", | |
| "cereal", | |
| "chewing gum piece", | |
| "chopstick", | |
| "clam", | |
| "coffee bean", | |
| "coin", | |
| "cotton ball", | |
| "cow", | |
| "crane", | |
| "crayon", | |
| "croissant", | |
| "crow", | |
| "cup", | |
| "cupcake", | |
| "cupcake holder", | |
| "fish", | |
| "gemstone", | |
| "go game piece", | |
| "goat", | |
| "goldfish snack", | |
| "goose", | |
| "ice cream", | |
| "ice cream cone", | |
| "instant noodle", | |
| "jade stone", | |
| "jeans", | |
| "kidney bean", | |
| "kitchen towel", | |
| "lighter", | |
| "lipstick", | |
| "m&m piece", | |
| "macaron", | |
| "match", | |
| "meat skewer", | |
| "mini blind", | |
| "mosaic tile", | |
| "naan bread", | |
| "nail", | |
| "nut", | |
| "onion ring", | |
| "orange", | |
| "pearl", | |
| "pen", | |
| "pencil", | |
| "penguin", | |
| "pepper", | |
| "person", | |
| "pigeon", | |
| "plate", | |
| "polka dot tile", | |
| "potato", | |
| "rice bag", | |
| "roof tile", | |
| "screw", | |
| "shoe", | |
| "spoon", | |
| "spring roll", | |
| "stair", | |
| "stapler pin", | |
| "straw", | |
| "supermarket shelf", | |
| "swan", | |
| "tomato", | |
| "watermelon", | |
| "window", | |
| "zebra" | |
| ], | |
| "val_label_list": [ | |
| "ant", | |
| "bird", | |
| "book", | |
| "bottle cap", | |
| "bullet", | |
| "camel", | |
| "chair", | |
| "chicken wing", | |
| "donut", | |
| "donut holder", | |
| "flamingo", | |
| "flower", | |
| "flower pot", | |
| "grape", | |
| "horse", | |
| "kiwi", | |
| "milk carton", | |
| "oyster", | |
| "oyster shell", | |
| "package of fresh cut fruit", | |
| "peach", | |
| "pill", | |
| "polka dot", | |
| "prawn cracker", | |
| "sausage", | |
| "seagull", | |
| "shallot", | |
| "shirt", | |
| "skateboard", | |
| "toilet paper roll" | |
| ] | |
| } |