Upload artifact_manifest.json for hangcon-rfdetr-h100-medium-672-bs32-ga1
Browse files- artifact_manifest.json +178 -0
artifact_manifest.json
ADDED
|
@@ -0,0 +1,178 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"created_at_utc": "2026-08-03T14:07:20.771124+00:00",
|
| 3 |
+
"backend": "rfdetr",
|
| 4 |
+
"experiment_name": "hangcon-rfdetr-h100-medium-672-bs32-ga1",
|
| 5 |
+
"model_path": "rfdetr-medium",
|
| 6 |
+
"selected_model": "/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1/checkpoint_best_total.pth",
|
| 7 |
+
"selected_model_name": "checkpoint_best_total.pth",
|
| 8 |
+
"selected_model_size_mb": 128.19,
|
| 9 |
+
"resume_only_ckpt_files": [
|
| 10 |
+
"/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1/checkpoint_24.ckpt",
|
| 11 |
+
"/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1/checkpoint_49.ckpt",
|
| 12 |
+
"/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1/last.ckpt"
|
| 13 |
+
],
|
| 14 |
+
"export_formats": [
|
| 15 |
+
"onnx"
|
| 16 |
+
],
|
| 17 |
+
"exported_files": [],
|
| 18 |
+
"export_errors": [],
|
| 19 |
+
"event_files": [
|
| 20 |
+
"/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1/events.out.tfevents.1785683262.vision-lab-rf-detr-z1wohc5m-54c5bd99df-cnd4x.5717.0",
|
| 21 |
+
"/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1/events.out.tfevents.1785683592.vision-lab-rf-detr-z1wohc5m-54c5bd99df-cnd4x.6111.0",
|
| 22 |
+
"/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1/events.out.tfevents.1785683607.vision-lab-rf-detr-z1wohc5m-54c5bd99df-cnd4x.6305.0",
|
| 23 |
+
"/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1/events.out.tfevents.1785683999.vision-lab-rf-detr-z1wohc5m-54c5bd99df-cnd4x.6810.0"
|
| 24 |
+
],
|
| 25 |
+
"run_dir": "/workspace/runs/hangcon-rfdetr-h100-medium-672-bs32-ga1",
|
| 26 |
+
"checkpoint_run_dir": "/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1",
|
| 27 |
+
"export_run_dir": "/workspace/export/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1",
|
| 28 |
+
"checkpoint_backup_run_dir": "/workspace/checkpoint_backup/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1",
|
| 29 |
+
"dataset_path": "/workspace/HangCon_RFDETR_COCO",
|
| 30 |
+
"dataset_yaml": "/workspace/HangCon/data.yaml",
|
| 31 |
+
"image_size": 672,
|
| 32 |
+
"batch_size": 32,
|
| 33 |
+
"device": "0",
|
| 34 |
+
"training_config": {
|
| 35 |
+
"train_config": {
|
| 36 |
+
"lr": 0.0001,
|
| 37 |
+
"lr_encoder": 0.00015,
|
| 38 |
+
"batch_size": 32,
|
| 39 |
+
"grad_accum_steps": 1,
|
| 40 |
+
"auto_batch_target_effective": 16,
|
| 41 |
+
"auto_batch_max_targets_per_image": 100,
|
| 42 |
+
"auto_batch_ema_headroom": 0.7,
|
| 43 |
+
"epochs": 117,
|
| 44 |
+
"resume": null,
|
| 45 |
+
"ema_decay": 0.993,
|
| 46 |
+
"ema_tau": 100,
|
| 47 |
+
"lr_drop": 100,
|
| 48 |
+
"checkpoint_interval": 25,
|
| 49 |
+
"skip_best_epochs": 0,
|
| 50 |
+
"smooth_alpha": 0.0,
|
| 51 |
+
"warmup_epochs": 0.0,
|
| 52 |
+
"lr_vit_layer_decay": 0.8,
|
| 53 |
+
"lr_component_decay": 0.7,
|
| 54 |
+
"drop_path": 0.0,
|
| 55 |
+
"group_detr": 13,
|
| 56 |
+
"ia_bce_loss": true,
|
| 57 |
+
"cls_loss_coef": 1.0,
|
| 58 |
+
"num_select": 300,
|
| 59 |
+
"keypoint_flip_pairs": [],
|
| 60 |
+
"keypoint_l1_loss_coef": 0,
|
| 61 |
+
"keypoint_findable_loss_coef": 0,
|
| 62 |
+
"keypoint_visible_loss_coef": 0,
|
| 63 |
+
"keypoint_nll_loss_coef": 0,
|
| 64 |
+
"keypoint_oks_sigmas": null,
|
| 65 |
+
"dataset_file": "roboflow",
|
| 66 |
+
"square_resize_div_64": true,
|
| 67 |
+
"dataset_dir": "/workspace/HangCon_RFDETR_COCO",
|
| 68 |
+
"output_dir": "/workspace/model_checkpoints/rfdetr/hangcon-rfdetr-h100-medium-672-bs32-ga1",
|
| 69 |
+
"multi_scale": false,
|
| 70 |
+
"expanded_scales": true,
|
| 71 |
+
"do_random_resize_via_padding": false,
|
| 72 |
+
"use_ema": true,
|
| 73 |
+
"ema_update_interval": 1,
|
| 74 |
+
"num_workers": 12,
|
| 75 |
+
"weight_decay": 0.0001,
|
| 76 |
+
"amp_dtype": "auto",
|
| 77 |
+
"early_stopping": true,
|
| 78 |
+
"early_stopping_patience": 50,
|
| 79 |
+
"early_stopping_min_delta": 0.001,
|
| 80 |
+
"early_stopping_use_ema": false,
|
| 81 |
+
"progress_bar": null,
|
| 82 |
+
"tensorboard": true,
|
| 83 |
+
"wandb": false,
|
| 84 |
+
"mlflow": false,
|
| 85 |
+
"clearml": false,
|
| 86 |
+
"project": null,
|
| 87 |
+
"run": null,
|
| 88 |
+
"class_names": null,
|
| 89 |
+
"run_test": false,
|
| 90 |
+
"segmentation_head": false,
|
| 91 |
+
"eval_max_dets": 500,
|
| 92 |
+
"eval_interval": 1,
|
| 93 |
+
"log_per_class_metrics": true,
|
| 94 |
+
"aug_config": null,
|
| 95 |
+
"augmentation_backend": "cpu",
|
| 96 |
+
"save_dataset_grids": false,
|
| 97 |
+
"notes": null,
|
| 98 |
+
"accelerator": "auto",
|
| 99 |
+
"clip_max_norm": 0.1,
|
| 100 |
+
"seed": null,
|
| 101 |
+
"sync_bn": false,
|
| 102 |
+
"strategy": "auto",
|
| 103 |
+
"devices": 1,
|
| 104 |
+
"num_nodes": 1,
|
| 105 |
+
"fp16_eval": false,
|
| 106 |
+
"lr_scheduler": "step",
|
| 107 |
+
"lr_min_factor": 0.0,
|
| 108 |
+
"dont_save_weights": false,
|
| 109 |
+
"train_log_sync_dist": false,
|
| 110 |
+
"train_log_on_step": false,
|
| 111 |
+
"compute_train_metrics": false,
|
| 112 |
+
"compute_val_loss": true,
|
| 113 |
+
"compute_test_loss": true,
|
| 114 |
+
"pin_memory": null,
|
| 115 |
+
"persistent_workers": null,
|
| 116 |
+
"prefetch_factor": null
|
| 117 |
+
},
|
| 118 |
+
"model_config": {
|
| 119 |
+
"encoder": "dinov2_windowed_small",
|
| 120 |
+
"out_feature_indexes": [
|
| 121 |
+
3,
|
| 122 |
+
6,
|
| 123 |
+
9,
|
| 124 |
+
12
|
| 125 |
+
],
|
| 126 |
+
"dec_layers": 4,
|
| 127 |
+
"two_stage": true,
|
| 128 |
+
"projector_scale": [
|
| 129 |
+
"P4"
|
| 130 |
+
],
|
| 131 |
+
"hidden_dim": 256,
|
| 132 |
+
"patch_size": 16,
|
| 133 |
+
"num_windows": 2,
|
| 134 |
+
"sa_nheads": 8,
|
| 135 |
+
"ca_nheads": 16,
|
| 136 |
+
"dec_n_points": 2,
|
| 137 |
+
"num_queries": 300,
|
| 138 |
+
"num_select": 300,
|
| 139 |
+
"postprocess_trace_alpha": 0.2,
|
| 140 |
+
"bbox_reparam": true,
|
| 141 |
+
"lite_refpoint_refine": true,
|
| 142 |
+
"layer_norm": true,
|
| 143 |
+
"amp": true,
|
| 144 |
+
"num_channels": 3,
|
| 145 |
+
"num_classes": 2,
|
| 146 |
+
"pretrain_weights": "/root/.roboflow/models/rf-detr-medium.pth",
|
| 147 |
+
"device": "cuda",
|
| 148 |
+
"resolution": 672,
|
| 149 |
+
"group_detr": 13,
|
| 150 |
+
"gradient_checkpointing": false,
|
| 151 |
+
"compile": false,
|
| 152 |
+
"fused_optimizer": true,
|
| 153 |
+
"positional_encoding_size": 42,
|
| 154 |
+
"ia_bce_loss": true,
|
| 155 |
+
"cls_loss_coef": 1.0,
|
| 156 |
+
"segmentation_head": false,
|
| 157 |
+
"use_grouppose_keypoints": false,
|
| 158 |
+
"keypoint_cross_attn": true,
|
| 159 |
+
"inter_instance_kp_attn": false,
|
| 160 |
+
"grouppose_keypoint_dim_downscale": 1,
|
| 161 |
+
"dual_projector": false,
|
| 162 |
+
"dual_projector_kp_only": false,
|
| 163 |
+
"num_keypoints_per_class": [],
|
| 164 |
+
"num_decoder_registers": 0,
|
| 165 |
+
"mask_downsample_ratio": 4,
|
| 166 |
+
"backbone_lora": false,
|
| 167 |
+
"freeze_encoder": false,
|
| 168 |
+
"license": "Apache-2.0",
|
| 169 |
+
"model_name": "RFDETRMedium"
|
| 170 |
+
},
|
| 171 |
+
"model_config_type": "RFDETRMediumConfig",
|
| 172 |
+
"class_names": [
|
| 173 |
+
"hanging_object",
|
| 174 |
+
"hanging_rope"
|
| 175 |
+
],
|
| 176 |
+
"num_classes": 2
|
| 177 |
+
}
|
| 178 |
+
}
|