{ "individual_models": [ { "model": 0, "seed": 42, "val_loss": 3.371955, "val_bpb": 1.095867, "hparams": "WD=1.6, dropout=0.1, lr=0.08" }, { "model": 1, "seed": 43, "val_loss": 3.37351, "val_bpb": 1.096379, "hparams": "WD=1.8, dropout=0.1, lr=0.08" }, { "model": 2, "seed": 44, "val_loss": 3.370066, "val_bpb": 1.095259, "hparams": "WD=1.6, dropout=0.12, lr=0.08" }, { "model": 3, "seed": 45, "val_loss": 3.371321, "val_bpb": 1.095668, "hparams": "WD=1.4, dropout=0.1, lr=0.08" }, { "model": 4, "seed": 46, "val_loss": 3.375322, "val_bpb": 1.09695, "hparams": "WD=1.8, dropout=0.08, lr=0.08" }, { "model": 5, "seed": 47, "val_loss": 3.369079, "val_bpb": 1.094934, "hparams": "WD=1.6, dropout=0.1, lr=0.07" }, { "model": 6, "seed": 48, "val_loss": 3.378815, "val_bpb": 1.098086, "hparams": "WD=2.0, dropout=0.12, lr=0.08" }, { "model": 7, "seed": 49, "val_loss": 3.374763, "val_bpb": 1.096767, "hparams": "WD=1.6, dropout=0.1, lr=0.09" } ], "ensemble_results": [ { "num_models": 2, "val_loss": 3.305125, "val_bpb": 1.074151 }, { "num_models": 4, "val_loss": 3.265082, "val_bpb": 1.061137 }, { "num_models": 6, "val_loss": 3.252749, "val_bpb": 1.057125 }, { "num_models": 8, "val_loss": null, "val_bpb": null, "note": "OOM during eval; projected ~3.24" } ], "best_ensemble_val_loss": 3.252749, "best_individual_val_loss": 3.369079, "leaderboard_target": 3.264, "hardware": "1x NVIDIA A100-SXM4-80GB", "total_training_hours": 183 }