{ "best_metric": 19.680970568411592, "best_model_checkpoint": "./lab2_id2223/checkpoint-2000", "epoch": 2.5873221216041395, "global_step": 2000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 4.800000000000001e-07, "loss": 0.2225, "step": 25 }, { "epoch": 0.06, "learning_rate": 9.800000000000001e-07, "loss": 0.2081, "step": 50 }, { "epoch": 0.1, "learning_rate": 1.48e-06, "loss": 0.1992, "step": 75 }, { "epoch": 0.13, "learning_rate": 1.98e-06, "loss": 0.2014, "step": 100 }, { "epoch": 0.16, "learning_rate": 2.4800000000000004e-06, "loss": 0.1914, "step": 125 }, { "epoch": 0.19, "learning_rate": 2.9800000000000003e-06, "loss": 0.1978, "step": 150 }, { "epoch": 0.23, "learning_rate": 3.48e-06, "loss": 0.1988, "step": 175 }, { "epoch": 0.26, "learning_rate": 3.980000000000001e-06, "loss": 0.2153, "step": 200 }, { "epoch": 0.29, "learning_rate": 4.48e-06, "loss": 0.1907, "step": 225 }, { "epoch": 0.32, "learning_rate": 4.980000000000001e-06, "loss": 0.1976, "step": 250 }, { "epoch": 0.36, "learning_rate": 5.480000000000001e-06, "loss": 0.2256, "step": 275 }, { "epoch": 0.39, "learning_rate": 5.98e-06, "loss": 0.1805, "step": 300 }, { "epoch": 0.42, "learning_rate": 6.480000000000001e-06, "loss": 0.2144, "step": 325 }, { "epoch": 0.45, "learning_rate": 6.98e-06, "loss": 0.195, "step": 350 }, { "epoch": 0.49, "learning_rate": 7.48e-06, "loss": 0.2053, "step": 375 }, { "epoch": 0.52, "learning_rate": 7.980000000000002e-06, "loss": 0.2157, "step": 400 }, { "epoch": 0.55, "learning_rate": 8.48e-06, "loss": 0.2062, "step": 425 }, { "epoch": 0.58, "learning_rate": 8.96e-06, "loss": 0.1979, "step": 450 }, { "epoch": 0.61, "learning_rate": 9.460000000000001e-06, "loss": 0.1868, "step": 475 }, { "epoch": 0.65, "learning_rate": 9.960000000000001e-06, "loss": 0.2211, "step": 500 }, { "epoch": 0.68, "learning_rate": 9.934285714285715e-06, "loss": 0.2049, "step": 525 }, { "epoch": 0.71, "learning_rate": 9.862857142857144e-06, "loss": 0.1989, "step": 550 }, { "epoch": 0.74, "learning_rate": 9.791428571428571e-06, "loss": 0.2127, "step": 575 }, { "epoch": 0.78, "learning_rate": 9.72e-06, "loss": 0.2261, "step": 600 }, { "epoch": 0.81, "learning_rate": 9.648571428571429e-06, "loss": 0.2081, "step": 625 }, { "epoch": 0.84, "learning_rate": 9.577142857142858e-06, "loss": 0.2281, "step": 650 }, { "epoch": 0.87, "learning_rate": 9.505714285714287e-06, "loss": 0.204, "step": 675 }, { "epoch": 0.91, "learning_rate": 9.434285714285714e-06, "loss": 0.2053, "step": 700 }, { "epoch": 0.94, "learning_rate": 9.362857142857143e-06, "loss": 0.2208, "step": 725 }, { "epoch": 0.97, "learning_rate": 9.291428571428572e-06, "loss": 0.2076, "step": 750 }, { "epoch": 1.0, "learning_rate": 9.220000000000002e-06, "loss": 0.1941, "step": 775 }, { "epoch": 1.03, "learning_rate": 9.148571428571429e-06, "loss": 0.0949, "step": 800 }, { "epoch": 1.07, "learning_rate": 9.077142857142858e-06, "loss": 0.1011, "step": 825 }, { "epoch": 1.1, "learning_rate": 9.005714285714287e-06, "loss": 0.1078, "step": 850 }, { "epoch": 1.13, "learning_rate": 8.934285714285716e-06, "loss": 0.0956, "step": 875 }, { "epoch": 1.16, "learning_rate": 8.862857142857143e-06, "loss": 0.1093, "step": 900 }, { "epoch": 1.2, "learning_rate": 8.791428571428572e-06, "loss": 0.1133, "step": 925 }, { "epoch": 1.23, "learning_rate": 8.720000000000001e-06, "loss": 0.1128, "step": 950 }, { "epoch": 1.26, "learning_rate": 8.64857142857143e-06, "loss": 0.1068, "step": 975 }, { "epoch": 1.29, "learning_rate": 8.577142857142858e-06, "loss": 0.1015, "step": 1000 }, { "epoch": 1.29, "eval_loss": 0.2880099415779114, "eval_runtime": 2234.5268, "eval_samples_per_second": 1.343, "eval_steps_per_second": 0.168, "eval_wer": 20.41339024938216, "step": 1000 }, { "epoch": 1.33, "learning_rate": 8.505714285714287e-06, "loss": 0.1154, "step": 1025 }, { "epoch": 1.36, "learning_rate": 8.434285714285716e-06, "loss": 0.1035, "step": 1050 }, { "epoch": 1.39, "learning_rate": 8.362857142857143e-06, "loss": 0.103, "step": 1075 }, { "epoch": 1.42, "learning_rate": 8.291428571428572e-06, "loss": 0.1089, "step": 1100 }, { "epoch": 1.46, "learning_rate": 8.220000000000001e-06, "loss": 0.0986, "step": 1125 }, { "epoch": 1.49, "learning_rate": 8.148571428571428e-06, "loss": 0.0999, "step": 1150 }, { "epoch": 1.52, "learning_rate": 8.077142857142857e-06, "loss": 0.1075, "step": 1175 }, { "epoch": 1.55, "learning_rate": 8.005714285714286e-06, "loss": 0.1155, "step": 1200 }, { "epoch": 1.58, "learning_rate": 7.934285714285715e-06, "loss": 0.0978, "step": 1225 }, { "epoch": 1.62, "learning_rate": 7.862857142857143e-06, "loss": 0.1035, "step": 1250 }, { "epoch": 1.65, "learning_rate": 7.791428571428572e-06, "loss": 0.1085, "step": 1275 }, { "epoch": 1.68, "learning_rate": 7.72e-06, "loss": 0.1008, "step": 1300 }, { "epoch": 1.71, "learning_rate": 7.64857142857143e-06, "loss": 0.1083, "step": 1325 }, { "epoch": 1.75, "learning_rate": 7.577142857142857e-06, "loss": 0.0918, "step": 1350 }, { "epoch": 1.78, "learning_rate": 7.505714285714286e-06, "loss": 0.1124, "step": 1375 }, { "epoch": 1.81, "learning_rate": 7.434285714285715e-06, "loss": 0.0997, "step": 1400 }, { "epoch": 1.84, "learning_rate": 7.362857142857144e-06, "loss": 0.0954, "step": 1425 }, { "epoch": 1.88, "learning_rate": 7.291428571428571e-06, "loss": 0.0946, "step": 1450 }, { "epoch": 1.91, "learning_rate": 7.22e-06, "loss": 0.1, "step": 1475 }, { "epoch": 1.94, "learning_rate": 7.148571428571429e-06, "loss": 0.0961, "step": 1500 }, { "epoch": 1.97, "learning_rate": 7.077142857142858e-06, "loss": 0.1074, "step": 1525 }, { "epoch": 2.01, "learning_rate": 7.0057142857142865e-06, "loss": 0.0821, "step": 1550 }, { "epoch": 2.04, "learning_rate": 6.934285714285715e-06, "loss": 0.0392, "step": 1575 }, { "epoch": 2.07, "learning_rate": 6.862857142857144e-06, "loss": 0.0371, "step": 1600 }, { "epoch": 2.1, "learning_rate": 6.791428571428572e-06, "loss": 0.0441, "step": 1625 }, { "epoch": 2.13, "learning_rate": 6.720000000000001e-06, "loss": 0.0416, "step": 1650 }, { "epoch": 2.17, "learning_rate": 6.648571428571429e-06, "loss": 0.0434, "step": 1675 }, { "epoch": 2.2, "learning_rate": 6.577142857142857e-06, "loss": 0.0457, "step": 1700 }, { "epoch": 2.23, "learning_rate": 6.505714285714286e-06, "loss": 0.0376, "step": 1725 }, { "epoch": 2.26, "learning_rate": 6.434285714285715e-06, "loss": 0.039, "step": 1750 }, { "epoch": 2.3, "learning_rate": 6.3628571428571426e-06, "loss": 0.0405, "step": 1775 }, { "epoch": 2.33, "learning_rate": 6.2914285714285716e-06, "loss": 0.0352, "step": 1800 }, { "epoch": 2.36, "learning_rate": 6.220000000000001e-06, "loss": 0.0397, "step": 1825 }, { "epoch": 2.39, "learning_rate": 6.14857142857143e-06, "loss": 0.0396, "step": 1850 }, { "epoch": 2.43, "learning_rate": 6.077142857142858e-06, "loss": 0.0388, "step": 1875 }, { "epoch": 2.46, "learning_rate": 6.005714285714286e-06, "loss": 0.038, "step": 1900 }, { "epoch": 2.49, "learning_rate": 5.934285714285715e-06, "loss": 0.0391, "step": 1925 }, { "epoch": 2.52, "learning_rate": 5.862857142857143e-06, "loss": 0.0358, "step": 1950 }, { "epoch": 2.55, "learning_rate": 5.791428571428572e-06, "loss": 0.0399, "step": 1975 }, { "epoch": 2.59, "learning_rate": 5.72e-06, "loss": 0.0387, "step": 2000 }, { "epoch": 2.59, "eval_loss": 0.29592692852020264, "eval_runtime": 2465.3193, "eval_samples_per_second": 1.217, "eval_steps_per_second": 0.152, "eval_wer": 19.680970568411592, "step": 2000 } ], "max_steps": 4000, "num_train_epochs": 6, "total_flos": 9.23011544383488e+18, "trial_name": null, "trial_params": null }