{ "step": 5000, "last_eval": 5000, "best": 1.2401772355061287, "history": [ { "step": 0, "val_bpc": 8.120714930974401, "train_bpc": 8.124579314066056, "eval_seconds": 86.17574295308441 }, { "step": 250, "val_bpc": 1.9426932876098857, "train_bpc": 1.9882185092056397, "eval_seconds": 89.90058440994471 }, { "step": 500, "val_bpc": 1.711670936432297, "train_bpc": 1.72017869255074, "eval_seconds": 89.86440288601443 }, { "step": 750, "val_bpc": 1.5269934478948264, "train_bpc": 1.5383562795085994, "eval_seconds": 84.42872931901366 }, { "step": 1000, "val_bpc": 1.4460930360535493, "train_bpc": 1.4688767987826776, "eval_seconds": 85.30924095213413 }, { "step": 1250, "val_bpc": 1.3978991878265163, "train_bpc": 1.4164677049055419, "eval_seconds": 87.70176294795237 }, { "step": 1500, "val_bpc": 1.375442339286683, "train_bpc": 1.3695944004181855, "eval_seconds": 88.8819454240147 }, { "step": 1750, "val_bpc": 1.3431843025562797, "train_bpc": 1.3378005535690825, "eval_seconds": 84.99736955715343 }, { "step": 2000, "val_bpc": 1.3270683195623556, "train_bpc": 1.3064812412502402, "eval_seconds": 89.01641180901788 }, { "step": 2250, "val_bpc": 1.3063774800323866, "train_bpc": 1.281381993755852, "eval_seconds": 84.51401737192646 }, { "step": 2500, "val_bpc": 1.2929188392430837, "train_bpc": 1.2795939379675059, "eval_seconds": 84.15434210700914 }, { "step": 2750, "val_bpc": 1.2797478125650594, "train_bpc": 1.2335081963204746, "eval_seconds": 84.83461578399874 }, { "step": 3000, "val_bpc": 1.2646277712132794, "train_bpc": 1.227596224441451, "eval_seconds": 86.26529246103019 }, { "step": 3250, "val_bpc": 1.2565381182477393, "train_bpc": 1.2144387938518906, "eval_seconds": 86.67734512803145 }, { "step": 3500, "val_bpc": 1.2563155760296867, "train_bpc": 1.1803701577397774, "eval_seconds": 84.47422780212946 }, { "step": 3750, "val_bpc": 1.250121944239991, "train_bpc": 1.1765235765723145, "eval_seconds": 84.43941144505516 }, { "step": 4000, "val_bpc": 1.2401772355061287, "train_bpc": 1.1617869808595924, "eval_seconds": 84.26847494090907 }, { "step": 4250, "val_bpc": 1.249788509382233, "train_bpc": 1.1344982098758165, "eval_seconds": 87.5420548459515 }, { "step": 4500, "val_bpc": 1.2512178044163778, "train_bpc": 1.1127300827909055, "eval_seconds": 87.88037243206054 }, { "step": 4750, "val_bpc": 1.2482063418719436, "train_bpc": 1.1190378466747692, "eval_seconds": 88.37729337904602 }, { "step": 5000, "val_bpc": 1.257564388922874, "train_bpc": 1.099137191323192, "eval_seconds": 84.24452146305703 } ], "trained_seconds": 8665.858016421553 }