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0.05 + background_sampling: random +network: + network: ovtpdv3o1 + dtypein: RGB + inimodel: '' + resume_net: runs/ckpts/default_v2/epoch_903.pth + resume_epoch: 0 +optimizer: + optimizer: SGDV5 + high_lr_scale: 1.0 + max_epoch: 50 + warmup_epoch: 10 + batch_size: 32 + lr: 0.0005 + momentum: 0.98 + weight_decay: 0.0001 + gamma: 0.1 + lr_adjust_mode: cosine + loc_weight: 1.0 + cls_weight: 6.0 + ori_cls_weight: 0.0 + lmk_weight: 0.0 + ori_3d_weight: 1.0 + qfr_coef: 0.01 + qfr_warmup_steps: 6200 + matching_strategy: match3|overlap_thresh|0.35 +checkpoint: + save_folder: runs_ori + keep_top_k: 50 + metric_for_ranking: MAE@Orientation3D + disable_checkpoint_management: false +reproducibility: + seed: 42 + deterministic: true +misc: + num_classes: 1 + num_orientation_classes: 8 + pose_height_filter: 0.2 + initial_lr: 0.02 + image_size: 288 + ifm_shape: + - 1 + - 3 + - 192 + - 240 + min_sizes: + - - 8 + - 11 + - - 14 + - 19 + - 26 + - 38 + - 64 + - 149 + steps: + - 8 + - 16 + clip: false + variance: + - 0.1 + - 0.2 + gpu_train: true + ngpu: 1 +experiment_name: default_v2_pose_17set_ori_lr0.0005_lrf1_oriw +description: Train OVLPD with initialization from a pretrained checkpoint diff --git a/ckpts/default_v2_pose_17set_ori_lr0.0005_lrf1_oriw/val_gt.json b/ckpts/default_v2_pose_17set_ori_lr0.0005_lrf1_oriw/val_gt.json new file mode 100644 index 0000000000000000000000000000000000000000..bb04f1e1dcc3195d25ca02838f9786c0b8f4147f --- /dev/null +++ b/ckpts/default_v2_pose_17set_ori_lr0.0005_lrf1_oriw/val_gt.json @@ -0,0 +1 @@ +{"info": {}, "images": [{"id": 1, "file_name": "/home/lin.zhang2/Datasets/PersonDatasets/Pandaset_r1m1_night_val/images/065_front_camera_00_0.jpg", "width": 720, "height": 720}, {"id": 2, "file_name": "/home/lin.zhang2/Datasets/PersonDatasets/Pandaset_r1m1_night_val/images/065_front_camera_00_1.jpg", "width": 720, "height": 720}, {"id": 3, "file_name": "/home/lin.zhang2/Datasets/PersonDatasets/Pandaset_r1m1_night_val/images/065_front_camera_01_0.jpg", 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b/ckpts/default_v2_pose_17set_ori_lr0.003_lrf1_oriw/training_config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bb2fc595f6968265ca702adea7dd3c5f56c079b0 --- /dev/null +++ b/ckpts/default_v2_pose_17set_ori_lr0.003_lrf1_oriw/training_config.yaml @@ -0,0 +1,81 @@ +data: + training_csv: /home/lin.zhang2/Datasets/PersonDatasets/Train_17set.csv + val_csv: /home/lin.zhang2/Datasets/PersonDatasets/Val_8set.csv + train_sample_step: 3 + data_normalization: rgb.div255 + aug_config_index: v1 + fisheye: false + fisheye_prob: 0.3 + lowlight: false + lowlight_prob: 0.15 + lowlight_presets: + mild: 0.4 + medium: 0.6 + num_workers: 8 + background_dir: null + background_ratio: 0.05 + background_sampling: random +network: + network: ovtpdv3o1 + dtypein: RGB + inimodel: '' + resume_net: runs/ckpts/default_v2/epoch_903.pth + resume_epoch: 0 +optimizer: + optimizer: SGDV5 + high_lr_scale: 1.0 + max_epoch: 50 + warmup_epoch: 10 + batch_size: 32 + lr: 0.003 + momentum: 0.98 + weight_decay: 0.0001 + gamma: 0.1 + lr_adjust_mode: cosine + loc_weight: 1.0 + cls_weight: 6.0 + ori_cls_weight: 0.0 + lmk_weight: 0.0 + ori_3d_weight: 1.0 + qfr_coef: 0.01 + qfr_warmup_steps: 6200 + matching_strategy: match3|overlap_thresh|0.35 +checkpoint: + save_folder: runs_ori + keep_top_k: 50 + metric_for_ranking: MAE@Orientation3D + disable_checkpoint_management: false +reproducibility: + seed: 42 + deterministic: true +misc: + num_classes: 1 + num_orientation_classes: 8 + pose_height_filter: 0.2 + initial_lr: 0.02 + image_size: 288 + ifm_shape: + - 1 + - 3 + - 192 + - 240 + min_sizes: + - - 8 + - 11 + - - 14 + - 19 + - 26 + - 38 + - 64 + - 149 + steps: + - 8 + - 16 + clip: false + variance: + - 0.1 + - 0.2 + gpu_train: true + ngpu: 1 +experiment_name: default_v2_pose_17set_ori_lr0.003_lrf1_oriw +description: Train OVLPD with initialization from a pretrained checkpoint diff --git a/ckpts/default_v2_pose_17set_ori_lr0.003_lrf1_oriw/val_gt.json 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