| { | |
| "best_metric": 0.0041, | |
| "best_model_checkpoint": "test_detr_finetuned_cppe5/checkpoint-535", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 535, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "step": 107, | |
| "train_loss": 3.2706406116485596, | |
| "train_map": 0.0002, | |
| "train_map_50": 0.0006, | |
| "train_map_75": 0.0001, | |
| "train_map_Coverall": 0.0007, | |
| "train_map_Face_Shield": 0.0, | |
| "train_map_Gloves": 0.0001, | |
| "train_map_Goggles": 0.0, | |
| "train_map_Mask": 0.0, | |
| "train_map_large": 0.0003, | |
| "train_map_medium": 0.0, | |
| "train_map_small": 0.0, | |
| "train_mar_1": 0.003, | |
| "train_mar_10": 0.0087, | |
| "train_mar_100": 0.0266, | |
| "train_mar_100_Coverall": 0.0956, | |
| "train_mar_100_Face_Shield": 0.0006, | |
| "train_mar_100_Gloves": 0.034, | |
| "train_mar_100_Goggles": 0.0013, | |
| "train_mar_100_Mask": 0.0016, | |
| "train_mar_large": 0.0244, | |
| "train_mar_medium": 0.0105, | |
| "train_mar_small": 0.002, | |
| "train_runtime": 75.6338, | |
| "train_samples_per_second": 11.238, | |
| "train_steps_per_second": 1.415 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 3.281048059463501, | |
| "eval_map": 0.0001, | |
| "eval_map_50": 0.0005, | |
| "eval_map_75": 0.0, | |
| "eval_map_Coverall": 0.0005, | |
| "eval_map_Face_Shield": 0.0, | |
| "eval_map_Gloves": 0.0001, | |
| "eval_map_Goggles": 0.0, | |
| "eval_map_Mask": 0.0, | |
| "eval_map_large": 0.0002, | |
| "eval_map_medium": 0.0001, | |
| "eval_map_small": 0.0001, | |
| "eval_mar_1": 0.002, | |
| "eval_mar_10": 0.0057, | |
| "eval_mar_100": 0.0185, | |
| "eval_mar_100_Coverall": 0.0676, | |
| "eval_mar_100_Face_Shield": 0.0, | |
| "eval_mar_100_Gloves": 0.0246, | |
| "eval_mar_100_Goggles": 0.0, | |
| "eval_mar_100_Mask": 0.0004, | |
| "eval_mar_large": 0.0155, | |
| "eval_mar_medium": 0.0078, | |
| "eval_mar_small": 0.0027, | |
| "eval_runtime": 41.9051, | |
| "eval_samples_per_second": 3.58, | |
| "eval_steps_per_second": 0.453, | |
| "step": 107 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "step": 214, | |
| "train_loss": 3.312178373336792, | |
| "train_map": 0.0021, | |
| "train_map_50": 0.0092, | |
| "train_map_75": 0.0002, | |
| "train_map_Coverall": 0.0106, | |
| "train_map_Face_Shield": 0.0, | |
| "train_map_Gloves": 0.0, | |
| "train_map_Goggles": 0.0, | |
| "train_map_Mask": 0.0001, | |
| "train_map_large": 0.0023, | |
| "train_map_medium": 0.0001, | |
| "train_map_small": 0.0001, | |
| "train_mar_1": 0.0084, | |
| "train_mar_10": 0.0299, | |
| "train_mar_100": 0.0442, | |
| "train_mar_100_Coverall": 0.2058, | |
| "train_mar_100_Face_Shield": 0.0, | |
| "train_mar_100_Gloves": 0.015, | |
| "train_mar_100_Goggles": 0.0, | |
| "train_mar_100_Mask": 0.0001, | |
| "train_mar_large": 0.0452, | |
| "train_mar_medium": 0.0064, | |
| "train_mar_small": 0.0003, | |
| "train_runtime": 71.4629, | |
| "train_samples_per_second": 11.894, | |
| "train_steps_per_second": 1.497 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 3.3038530349731445, | |
| "eval_map": 0.002, | |
| "eval_map_50": 0.0085, | |
| "eval_map_75": 0.0002, | |
| "eval_map_Coverall": 0.0098, | |
| "eval_map_Face_Shield": 0.0, | |
| "eval_map_Gloves": 0.0, | |
| "eval_map_Goggles": 0.0, | |
| "eval_map_Mask": 0.0, | |
| "eval_map_large": 0.0023, | |
| "eval_map_medium": 0.0, | |
| "eval_map_small": 0.0002, | |
| "eval_mar_1": 0.0058, | |
| "eval_mar_10": 0.0224, | |
| "eval_mar_100": 0.0351, | |
| "eval_mar_100_Coverall": 0.1644, | |
| "eval_mar_100_Face_Shield": 0.0, | |
| "eval_mar_100_Gloves": 0.0112, | |
| "eval_mar_100_Goggles": 0.0, | |
| "eval_mar_100_Mask": 0.0, | |
| "eval_mar_large": 0.0373, | |
| "eval_mar_medium": 0.006, | |
| "eval_mar_small": 0.0005, | |
| "eval_runtime": 36.9767, | |
| "eval_samples_per_second": 4.057, | |
| "eval_steps_per_second": 0.514, | |
| "step": 214 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 321, | |
| "train_loss": 3.66046404838562, | |
| "train_map": 0.0004, | |
| "train_map_50": 0.0022, | |
| "train_map_75": 0.0, | |
| "train_map_Coverall": 0.0018, | |
| "train_map_Face_Shield": 0.0, | |
| "train_map_Gloves": 0.0, | |
| "train_map_Goggles": 0.0, | |
| "train_map_Mask": 0.0, | |
| "train_map_large": 0.0004, | |
| "train_map_medium": 0.0, | |
| "train_map_small": 0.0002, | |
| "train_mar_1": 0.0025, | |
| "train_mar_10": 0.0094, | |
| "train_mar_100": 0.0171, | |
| "train_mar_100_Coverall": 0.0597, | |
| "train_mar_100_Face_Shield": 0.0, | |
| "train_mar_100_Gloves": 0.0, | |
| "train_mar_100_Goggles": 0.0, | |
| "train_mar_100_Mask": 0.0259, | |
| "train_mar_large": 0.0126, | |
| "train_mar_medium": 0.0095, | |
| "train_mar_small": 0.0002, | |
| "train_runtime": 71.7786, | |
| "train_samples_per_second": 11.842, | |
| "train_steps_per_second": 1.491 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 3.6040291786193848, | |
| "eval_map": 0.0007, | |
| "eval_map_50": 0.0032, | |
| "eval_map_75": 0.0, | |
| "eval_map_Coverall": 0.0035, | |
| "eval_map_Face_Shield": 0.0, | |
| "eval_map_Gloves": 0.0, | |
| "eval_map_Goggles": 0.0, | |
| "eval_map_Mask": 0.0, | |
| "eval_map_large": 0.0007, | |
| "eval_map_medium": 0.0, | |
| "eval_map_small": 0.0, | |
| "eval_mar_1": 0.0017, | |
| "eval_mar_10": 0.0077, | |
| "eval_mar_100": 0.0126, | |
| "eval_mar_100_Coverall": 0.0486, | |
| "eval_mar_100_Face_Shield": 0.0, | |
| "eval_mar_100_Gloves": 0.0, | |
| "eval_mar_100_Goggles": 0.0, | |
| "eval_mar_100_Mask": 0.0142, | |
| "eval_mar_large": 0.0111, | |
| "eval_mar_medium": 0.007, | |
| "eval_mar_small": 0.0, | |
| "eval_runtime": 36.2619, | |
| "eval_samples_per_second": 4.137, | |
| "eval_steps_per_second": 0.524, | |
| "step": 321 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 428, | |
| "train_loss": 3.2305893898010254, | |
| "train_map": 0.001, | |
| "train_map_50": 0.0041, | |
| "train_map_75": 0.0001, | |
| "train_map_Coverall": 0.0052, | |
| "train_map_Face_Shield": 0.0, | |
| "train_map_Gloves": 0.0, | |
| "train_map_Goggles": 0.0, | |
| "train_map_Mask": 0.0, | |
| "train_map_large": 0.0011, | |
| "train_map_medium": 0.0, | |
| "train_map_small": 0.0004, | |
| "train_mar_1": 0.0027, | |
| "train_mar_10": 0.0234, | |
| "train_mar_100": 0.054, | |
| "train_mar_100_Coverall": 0.2667, | |
| "train_mar_100_Face_Shield": 0.0, | |
| "train_mar_100_Gloves": 0.0025, | |
| "train_mar_100_Goggles": 0.0, | |
| "train_mar_100_Mask": 0.0008, | |
| "train_mar_large": 0.0563, | |
| "train_mar_medium": 0.001, | |
| "train_mar_small": 0.0001, | |
| "train_runtime": 68.5556, | |
| "train_samples_per_second": 12.399, | |
| "train_steps_per_second": 1.561 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 3.286728858947754, | |
| "eval_map": 0.0006, | |
| "eval_map_50": 0.0028, | |
| "eval_map_75": 0.0001, | |
| "eval_map_Coverall": 0.0032, | |
| "eval_map_Face_Shield": 0.0, | |
| "eval_map_Gloves": 0.0, | |
| "eval_map_Goggles": 0.0, | |
| "eval_map_Mask": 0.0, | |
| "eval_map_large": 0.0007, | |
| "eval_map_medium": 0.0, | |
| "eval_map_small": 0.0, | |
| "eval_mar_1": 0.0016, | |
| "eval_mar_10": 0.0152, | |
| "eval_mar_100": 0.0368, | |
| "eval_mar_100_Coverall": 0.1833, | |
| "eval_mar_100_Face_Shield": 0.0, | |
| "eval_mar_100_Gloves": 0.0004, | |
| "eval_mar_100_Goggles": 0.0, | |
| "eval_mar_100_Mask": 0.0004, | |
| "eval_mar_large": 0.042, | |
| "eval_mar_medium": 0.0004, | |
| "eval_mar_small": 0.0, | |
| "eval_runtime": 35.94, | |
| "eval_samples_per_second": 4.174, | |
| "eval_steps_per_second": 0.529, | |
| "step": 428 | |
| }, | |
| { | |
| "epoch": 4.672897196261682, | |
| "grad_norm": 96.62178802490234, | |
| "learning_rate": 4.97310930008156e-05, | |
| "loss": 5.244, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "step": 535, | |
| "train_loss": 3.113837957382202, | |
| "train_map": 0.0047, | |
| "train_map_50": 0.0141, | |
| "train_map_75": 0.0021, | |
| "train_map_Coverall": 0.0236, | |
| "train_map_Face_Shield": 0.0, | |
| "train_map_Gloves": 0.0, | |
| "train_map_Goggles": 0.0, | |
| "train_map_Mask": 0.0, | |
| "train_map_large": 0.005, | |
| "train_map_medium": 0.0, | |
| "train_map_small": 0.0, | |
| "train_mar_1": 0.0147, | |
| "train_mar_10": 0.0356, | |
| "train_mar_100": 0.0795, | |
| "train_mar_100_Coverall": 0.3905, | |
| "train_mar_100_Face_Shield": 0.0, | |
| "train_mar_100_Gloves": 0.0061, | |
| "train_mar_100_Goggles": 0.0, | |
| "train_mar_100_Mask": 0.0007, | |
| "train_mar_large": 0.0824, | |
| "train_mar_medium": 0.0023, | |
| "train_mar_small": 0.0, | |
| "train_runtime": 69.5355, | |
| "train_samples_per_second": 12.224, | |
| "train_steps_per_second": 1.539 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_loss": 3.183504581451416, | |
| "eval_map": 0.0041, | |
| "eval_map_50": 0.0123, | |
| "eval_map_75": 0.0031, | |
| "eval_map_Coverall": 0.0203, | |
| "eval_map_Face_Shield": 0.0, | |
| "eval_map_Gloves": 0.0, | |
| "eval_map_Goggles": 0.0, | |
| "eval_map_Mask": 0.0, | |
| "eval_map_large": 0.0046, | |
| "eval_map_medium": 0.0, | |
| "eval_map_small": 0.0, | |
| "eval_mar_1": 0.0092, | |
| "eval_mar_10": 0.0232, | |
| "eval_mar_100": 0.0572, | |
| "eval_mar_100_Coverall": 0.2829, | |
| "eval_mar_100_Face_Shield": 0.0, | |
| "eval_mar_100_Gloves": 0.0031, | |
| "eval_mar_100_Goggles": 0.0, | |
| "eval_mar_100_Mask": 0.0, | |
| "eval_mar_large": 0.0647, | |
| "eval_mar_medium": 0.0012, | |
| "eval_mar_small": 0.0, | |
| "eval_runtime": 36.8768, | |
| "eval_samples_per_second": 4.068, | |
| "eval_steps_per_second": 0.515, | |
| "step": 535 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 10700, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 100, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 7.635321615744e+17, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |