| { | |
| "epoch": 3, | |
| "total_epochs": 3, | |
| "phase": "finetune", | |
| "best_f1": 0.9161154008439343, | |
| "history": [ | |
| { | |
| "epoch": 1, | |
| "phase": "main", | |
| "train_loss": 1.0287, | |
| "val_loss": 0.6558, | |
| "val_acc_a": 0.9474, | |
| "val_f1_a": 0.8673, | |
| "val_acc_b": 0.9985, | |
| "val_f1_b": 0.9924, | |
| "elapsed": 312.3 | |
| }, | |
| { | |
| "epoch": 2, | |
| "phase": "main", | |
| "train_loss": 0.6133, | |
| "val_loss": 0.6146, | |
| "val_acc_a": 0.9658, | |
| "val_f1_a": 0.9049, | |
| "val_acc_b": 0.9978, | |
| "val_f1_b": 0.99, | |
| "elapsed": 311.9 | |
| }, | |
| { | |
| "epoch": 3, | |
| "phase": "main", | |
| "train_loss": 0.5745, | |
| "val_loss": 0.6103, | |
| "val_acc_a": 0.967, | |
| "val_f1_a": 0.9019, | |
| "val_acc_b": 0.9991, | |
| "val_f1_b": 0.995, | |
| "elapsed": 310.7 | |
| }, | |
| { | |
| "epoch": 4, | |
| "phase": "main", | |
| "train_loss": 0.5616, | |
| "val_loss": 0.6134, | |
| "val_acc_a": 0.9649, | |
| "val_f1_a": 0.9026, | |
| "val_acc_b": 0.9991, | |
| "val_f1_b": 0.9957, | |
| "elapsed": 312.3 | |
| }, | |
| { | |
| "epoch": 5, | |
| "phase": "main", | |
| "train_loss": 0.5583, | |
| "val_loss": 0.6133, | |
| "val_acc_a": 0.9676, | |
| "val_f1_a": 0.9062, | |
| "val_acc_b": 0.9996, | |
| "val_f1_b": 0.9981, | |
| "elapsed": 311.1 | |
| }, | |
| { | |
| "epoch": 6, | |
| "phase": "main", | |
| "train_loss": 0.5527, | |
| "val_loss": 0.6067, | |
| "val_acc_a": 0.9691, | |
| "val_f1_a": 0.906, | |
| "val_acc_b": 0.9984, | |
| "val_f1_b": 0.9929, | |
| "elapsed": 311.3 | |
| }, | |
| { | |
| "epoch": 7, | |
| "phase": "main", | |
| "train_loss": 0.5503, | |
| "val_loss": 0.6091, | |
| "val_acc_a": 0.9697, | |
| "val_f1_a": 0.9109, | |
| "val_acc_b": 0.9994, | |
| "val_f1_b": 0.9971, | |
| "elapsed": 311.5 | |
| }, | |
| { | |
| "epoch": 8, | |
| "phase": "main", | |
| "train_loss": 0.5482, | |
| "val_loss": 0.6071, | |
| "val_acc_a": 0.9729, | |
| "val_f1_a": 0.9143, | |
| "val_acc_b": 0.9994, | |
| "val_f1_b": 0.9971, | |
| "elapsed": 310.8 | |
| }, | |
| { | |
| "epoch": 9, | |
| "phase": "main", | |
| "train_loss": 0.5464, | |
| "val_loss": 0.6074, | |
| "val_acc_a": 0.9715, | |
| "val_f1_a": 0.9094, | |
| "val_acc_b": 0.9993, | |
| "val_f1_b": 0.9967, | |
| "elapsed": 310.9 | |
| }, | |
| { | |
| "epoch": 10, | |
| "phase": "main", | |
| "train_loss": 0.5449, | |
| "val_loss": 0.6042, | |
| "val_acc_a": 0.9742, | |
| "val_f1_a": 0.9119, | |
| "val_acc_b": 0.9994, | |
| "val_f1_b": 0.9971, | |
| "elapsed": 311.4 | |
| }, | |
| { | |
| "epoch": 11, | |
| "phase": "main", | |
| "train_loss": 0.5439, | |
| "val_loss": 0.6077, | |
| "val_acc_a": 0.9726, | |
| "val_f1_a": 0.9131, | |
| "val_acc_b": 0.9991, | |
| "val_f1_b": 0.9957, | |
| "elapsed": 310.9 | |
| }, | |
| { | |
| "epoch": 12, | |
| "phase": "main", | |
| "train_loss": 0.5436, | |
| "val_loss": 0.6074, | |
| "val_acc_a": 0.9736, | |
| "val_f1_a": 0.9131, | |
| "val_acc_b": 0.9994, | |
| "val_f1_b": 0.9971, | |
| "elapsed": 310.5 | |
| }, | |
| { | |
| "epoch": 13, | |
| "phase": "main", | |
| "train_loss": 0.5433, | |
| "val_loss": 0.6059, | |
| "val_acc_a": 0.9745, | |
| "val_f1_a": 0.9147, | |
| "val_acc_b": 0.9994, | |
| "val_f1_b": 0.9971, | |
| "elapsed": 310.9 | |
| }, | |
| { | |
| "epoch": 14, | |
| "phase": "main", | |
| "train_loss": 0.5432, | |
| "val_loss": 0.6061, | |
| "val_acc_a": 0.9747, | |
| "val_f1_a": 0.9161, | |
| "val_acc_b": 0.9994, | |
| "val_f1_b": 0.9971, | |
| "elapsed": 310.3 | |
| }, | |
| { | |
| "epoch": 15, | |
| "phase": "main", | |
| "train_loss": 0.5431, | |
| "val_loss": 0.6079, | |
| "val_acc_a": 0.9732, | |
| "val_f1_a": 0.9146, | |
| "val_acc_b": 0.9994, | |
| "val_f1_b": 0.9971, | |
| "elapsed": 310.3 | |
| }, | |
| { | |
| "epoch": 1, | |
| "phase": "finetune", | |
| "train_loss": 0.5431, | |
| "val_f1_a": 0.916, | |
| "val_f1_b": 0.9961, | |
| "elapsed": 228.7 | |
| }, | |
| { | |
| "epoch": 2, | |
| "phase": "finetune", | |
| "train_loss": 0.543, | |
| "val_f1_a": 0.916, | |
| "val_f1_b": 0.9961, | |
| "elapsed": 226.9 | |
| }, | |
| { | |
| "epoch": 3, | |
| "phase": "finetune", | |
| "train_loss": 0.543, | |
| "val_f1_a": 0.916, | |
| "val_f1_b": 0.9961, | |
| "elapsed": 227.4 | |
| } | |
| ], | |
| "saved_at": "2026-06-07T01:02:18Z" | |
| } |