{ "tag": "mix65_unfreeze6_full32k", "model_dir": "models\\mix65_unfreeze6_full32k", "macro_share": 0.65, "unfreeze_top_layers": 6, "seed": 42, "epochs_ceiling": 16, "epochs_run": 7, "criterion": "macro_floored", "tolerance": 0.01, "mix": { "macro_share": 0.65, "policy": "fixed_total", "total": 32000, "n_macro": 20800, "n_corporate": 11200, "macro_upsample": 1.0, "corporate_upsample": 1.0, "n_macro_synthetic": 1817, "label_counts": { "2": 13584, "0": 10537, "1": 7879 } }, "precision": { "fp16": true, "bf16": false, "reason": "NVIDIA GeForce GTX 1660 Ti sm_75 no native bf16" }, "selection": { "criterion": "macro_floored", "corporate_floor": 0.712656632790316, "best_score": 1.715931047218585, "best_epoch": 5.0, "history": [ { "epoch": 1.0, "step": 1000, "macro_val_acc": 0.6313853698406212, "macro_val_f1": 0.6331539523789201, "corporate_val_acc": 0.8095009596928983, "corporate_val_f1": 0.797987307011303, "score": 1.6331539523789202, "is_best": true }, { "epoch": 2.0, "step": 2000, "macro_val_acc": 0.6947282386595831, "macro_val_f1": 0.6940865713786276, "corporate_val_acc": 0.8406909788867563, "corporate_val_f1": 0.8312950922765591, "score": 1.6940865713786275, "is_best": true }, { "epoch": 3.0, "step": 3000, "macro_val_acc": 0.7151614221495709, "macro_val_f1": 0.7150946803506621, "corporate_val_acc": 0.8522072936660269, "corporate_val_f1": 0.8468924856094882, "score": 1.7150946803506621, "is_best": true }, { "epoch": 4.0, "step": 4000, "macro_val_acc": 0.7131181038005722, "macro_val_f1": 0.7131539477621897, "corporate_val_acc": 0.8574856046065259, "corporate_val_f1": 0.8496864160901788, "score": 1.7131539477621898, "is_best": false }, { "epoch": 5.0, "step": 5000, "macro_val_acc": 0.7151614221495709, "macro_val_f1": 0.7159310472185848, "corporate_val_acc": 0.8555662188099808, "corporate_val_f1": 0.8467967784591366, "score": 1.715931047218585, "is_best": true }, { "epoch": 6.0, "step": 6000, "macro_val_acc": 0.6975888843481814, "macro_val_f1": 0.6972553572452421, "corporate_val_acc": 0.8459692898272553, "corporate_val_f1": 0.8387254784627061, "score": 1.697255357245242, "is_best": false }, { "epoch": 7.0, "step": 7000, "macro_val_acc": 0.7024928483857785, "macro_val_f1": 0.7025371437055846, "corporate_val_acc": 0.8550863723608445, "corporate_val_f1": 0.8473720194671822, "score": 1.7025371437055847, "is_best": false } ] }, "minutes": 144.56 }