| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 4.995004995004995, | |
| "eval_steps": 500, | |
| "global_step": 5000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 0.000588, | |
| "loss": 0.1326, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 0.0005759999999999999, | |
| "loss": 0.1179, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 0.0005639999999999999, | |
| "loss": 0.1292, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 0.000552, | |
| "loss": 0.1292, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 0.00054, | |
| "loss": 0.1189, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 0.0005279999999999999, | |
| "loss": 0.0963, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 0.000516, | |
| "loss": 0.0949, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 0.0005039999999999999, | |
| "loss": 0.1309, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 0.0004919999999999999, | |
| "loss": 0.1353, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 0.00047999999999999996, | |
| "loss": 0.1306, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy_background": NaN, | |
| "eval_accuracy_crack": 0.0, | |
| "eval_iou_background": 0.0, | |
| "eval_iou_crack": 0.0, | |
| "eval_loss": 0.11144199222326279, | |
| "eval_mean_accuracy": 0.0, | |
| "eval_mean_iou": 0.0, | |
| "eval_overall_accuracy": 0.0, | |
| "eval_runtime": 523.6071, | |
| "eval_samples_per_second": 0.338, | |
| "eval_steps_per_second": 0.338, | |
| "step": 1001 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 0.000468, | |
| "loss": 0.113, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 0.00045599999999999997, | |
| "loss": 0.1031, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 0.00044399999999999995, | |
| "loss": 0.1021, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 0.00043199999999999993, | |
| "loss": 0.1107, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 0.00041999999999999996, | |
| "loss": 0.0944, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 0.000408, | |
| "loss": 0.1082, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 0.000396, | |
| "loss": 0.0868, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 0.00038399999999999996, | |
| "loss": 0.1218, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 0.000372, | |
| "loss": 0.1062, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 0.00035999999999999997, | |
| "loss": 0.107, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy_background": NaN, | |
| "eval_accuracy_crack": 5.917486567305492e-06, | |
| "eval_iou_background": 0.0, | |
| "eval_iou_crack": 5.917486567305492e-06, | |
| "eval_loss": 0.12381087243556976, | |
| "eval_mean_accuracy": 5.917486567305492e-06, | |
| "eval_mean_iou": 2.958743283652746e-06, | |
| "eval_overall_accuracy": 5.917486567305492e-06, | |
| "eval_runtime": 527.1442, | |
| "eval_samples_per_second": 0.336, | |
| "eval_steps_per_second": 0.336, | |
| "step": 2002 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 0.00034799999999999995, | |
| "loss": 0.0988, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 0.000336, | |
| "loss": 0.0966, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 0.000324, | |
| "loss": 0.1167, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 0.000312, | |
| "loss": 0.088, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 0.0003, | |
| "loss": 0.0806, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 0.00028799999999999995, | |
| "loss": 0.0864, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 0.000276, | |
| "loss": 0.102, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 0.00026399999999999997, | |
| "loss": 0.0957, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 0.00025199999999999995, | |
| "loss": 0.111, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 0.00023999999999999998, | |
| "loss": 0.1285, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy_background": NaN, | |
| "eval_accuracy_crack": 0.004886857656833119, | |
| "eval_iou_background": 0.0, | |
| "eval_iou_crack": 0.004827905390592649, | |
| "eval_loss": 0.1630975902080536, | |
| "eval_mean_accuracy": 0.004886857656833119, | |
| "eval_mean_iou": 0.0024139526952963244, | |
| "eval_overall_accuracy": 0.004886857656833119, | |
| "eval_runtime": 529.3979, | |
| "eval_samples_per_second": 0.334, | |
| "eval_steps_per_second": 0.334, | |
| "step": 3003 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 0.00022799999999999999, | |
| "loss": 0.0961, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 0.00021599999999999996, | |
| "loss": 0.0937, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 0.000204, | |
| "loss": 0.1059, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 0.00019199999999999998, | |
| "loss": 0.1069, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 0.00017999999999999998, | |
| "loss": 0.0571, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 0.000168, | |
| "loss": 0.0958, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 0.000156, | |
| "loss": 0.0836, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 0.00014399999999999998, | |
| "loss": 0.0988, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 0.00013199999999999998, | |
| "loss": 0.0675, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 0.00011999999999999999, | |
| "loss": 0.0887, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy_background": NaN, | |
| "eval_accuracy_crack": 0.0003008055671713625, | |
| "eval_iou_background": 0.0, | |
| "eval_iou_crack": 0.0003008055671713625, | |
| "eval_loss": 0.10831139981746674, | |
| "eval_mean_accuracy": 0.0003008055671713625, | |
| "eval_mean_iou": 0.00015040278358568126, | |
| "eval_overall_accuracy": 0.0003008055671713625, | |
| "eval_runtime": 530.7687, | |
| "eval_samples_per_second": 0.333, | |
| "eval_steps_per_second": 0.333, | |
| "step": 4004 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 0.00010799999999999998, | |
| "loss": 0.075, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "learning_rate": 9.599999999999999e-05, | |
| "loss": 0.0891, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 4.3, | |
| "learning_rate": 8.4e-05, | |
| "loss": 0.0745, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "learning_rate": 7.199999999999999e-05, | |
| "loss": 0.092, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "learning_rate": 5.9999999999999995e-05, | |
| "loss": 0.0706, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 4.7999999999999994e-05, | |
| "loss": 0.0957, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 3.5999999999999994e-05, | |
| "loss": 0.0776, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "learning_rate": 2.3999999999999997e-05, | |
| "loss": 0.0895, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "learning_rate": 1.1999999999999999e-05, | |
| "loss": 0.0795, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 0.0, | |
| "loss": 0.0828, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy_background": NaN, | |
| "eval_accuracy_crack": 0.0009813165224114941, | |
| "eval_iou_background": 0.0, | |
| "eval_iou_crack": 0.0009813165224114941, | |
| "eval_loss": 0.1343701034784317, | |
| "eval_mean_accuracy": 0.0009813165224114941, | |
| "eval_mean_iou": 0.0004906582612057471, | |
| "eval_overall_accuracy": 0.0009813165224114941, | |
| "eval_runtime": 531.91, | |
| "eval_samples_per_second": 0.333, | |
| "eval_steps_per_second": 0.333, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "step": 5000, | |
| "total_flos": 1.99584366723072e+18, | |
| "train_loss": 0.09988212461471557, | |
| "train_runtime": 34878.9562, | |
| "train_samples_per_second": 0.143, | |
| "train_steps_per_second": 0.143 | |
| } | |
| ], | |
| "logging_steps": 100, | |
| "max_steps": 5000, | |
| "num_train_epochs": 5, | |
| "save_steps": 500, | |
| "total_flos": 1.99584366723072e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |