{ "best_metric": 34.12384716732543, "best_model_checkpoint": "/content/gdrive/MyDrive/whisper/whisper-swedish/checkpoint-4000", "epoch": 5.174644243208279, "global_step": 4000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 4.4e-07, "loss": 2.6585, "step": 25 }, { "epoch": 0.06, "learning_rate": 9.400000000000001e-07, "loss": 2.4329, "step": 50 }, { "epoch": 0.1, "learning_rate": 1.42e-06, "loss": 2.1236, "step": 75 }, { "epoch": 0.13, "learning_rate": 1.9200000000000003e-06, "loss": 1.5842, "step": 100 }, { "epoch": 0.16, "learning_rate": 2.42e-06, "loss": 1.0271, "step": 125 }, { "epoch": 0.19, "learning_rate": 2.92e-06, "loss": 0.86, "step": 150 }, { "epoch": 0.23, "learning_rate": 3.4200000000000007e-06, "loss": 0.7182, "step": 175 }, { "epoch": 0.26, "learning_rate": 3.920000000000001e-06, "loss": 0.6769, "step": 200 }, { "epoch": 0.29, "learning_rate": 4.42e-06, "loss": 0.6119, "step": 225 }, { "epoch": 0.32, "learning_rate": 4.92e-06, "loss": 0.6063, "step": 250 }, { "epoch": 0.36, "learning_rate": 5.420000000000001e-06, "loss": 0.6213, "step": 275 }, { "epoch": 0.39, "learning_rate": 5.92e-06, "loss": 0.5603, "step": 300 }, { "epoch": 0.42, "learning_rate": 6.42e-06, "loss": 0.6051, "step": 325 }, { "epoch": 0.45, "learning_rate": 6.92e-06, "loss": 0.534, "step": 350 }, { "epoch": 0.49, "learning_rate": 7.420000000000001e-06, "loss": 0.5559, "step": 375 }, { "epoch": 0.52, "learning_rate": 7.92e-06, "loss": 0.5403, "step": 400 }, { "epoch": 0.55, "learning_rate": 8.42e-06, "loss": 0.5321, "step": 425 }, { "epoch": 0.58, "learning_rate": 8.920000000000001e-06, "loss": 0.5398, "step": 450 }, { "epoch": 0.61, "learning_rate": 9.42e-06, "loss": 0.4873, "step": 475 }, { "epoch": 0.65, "learning_rate": 9.920000000000002e-06, "loss": 0.5191, "step": 500 }, { "epoch": 0.68, "learning_rate": 9.940000000000001e-06, "loss": 0.5117, "step": 525 }, { "epoch": 0.71, "learning_rate": 9.86857142857143e-06, "loss": 0.5096, "step": 550 }, { "epoch": 0.74, "learning_rate": 9.797142857142858e-06, "loss": 0.5201, "step": 575 }, { "epoch": 0.78, "learning_rate": 9.725714285714287e-06, "loss": 0.5157, "step": 600 }, { "epoch": 0.81, "learning_rate": 9.654285714285716e-06, "loss": 0.524, "step": 625 }, { "epoch": 0.84, "learning_rate": 9.582857142857143e-06, "loss": 0.4901, "step": 650 }, { "epoch": 0.87, "learning_rate": 9.511428571428572e-06, "loss": 0.4796, "step": 675 }, { "epoch": 0.91, "learning_rate": 9.440000000000001e-06, "loss": 0.4879, "step": 700 }, { "epoch": 0.94, "learning_rate": 9.368571428571428e-06, "loss": 0.4943, "step": 725 }, { "epoch": 0.97, "learning_rate": 9.297142857142857e-06, "loss": 0.4609, "step": 750 }, { "epoch": 1.0, "learning_rate": 9.225714285714286e-06, "loss": 0.4669, "step": 775 }, { "epoch": 1.03, "learning_rate": 9.154285714285715e-06, "loss": 0.3327, "step": 800 }, { "epoch": 1.07, "learning_rate": 9.082857142857143e-06, "loss": 0.358, "step": 825 }, { "epoch": 1.1, "learning_rate": 9.011428571428572e-06, "loss": 0.3451, "step": 850 }, { "epoch": 1.13, "learning_rate": 8.94e-06, "loss": 0.329, "step": 875 }, { "epoch": 1.16, "learning_rate": 8.86857142857143e-06, "loss": 0.3382, "step": 900 }, { "epoch": 1.2, "learning_rate": 8.797142857142857e-06, "loss": 0.3448, "step": 925 }, { "epoch": 1.23, "learning_rate": 8.725714285714286e-06, "loss": 0.3523, "step": 950 }, { "epoch": 1.26, "learning_rate": 8.654285714285715e-06, "loss": 0.3514, "step": 975 }, { "epoch": 1.29, "learning_rate": 8.582857142857144e-06, "loss": 0.3268, "step": 1000 }, { "epoch": 1.29, "eval_loss": 0.4857306182384491, "eval_runtime": 1095.0614, "eval_samples_per_second": 4.629, "eval_steps_per_second": 0.579, "eval_wer": 35.86620418918556, "step": 1000 }, { "epoch": 1.33, "learning_rate": 8.511428571428571e-06, "loss": 0.3551, "step": 1025 }, { "epoch": 1.36, "learning_rate": 8.44e-06, "loss": 0.3179, "step": 1050 }, { "epoch": 1.39, "learning_rate": 8.36857142857143e-06, "loss": 0.3324, "step": 1075 }, { "epoch": 1.42, "learning_rate": 8.297142857142859e-06, "loss": 0.3432, "step": 1100 }, { "epoch": 1.46, "learning_rate": 8.225714285714288e-06, "loss": 0.3353, "step": 1125 }, { "epoch": 1.49, "learning_rate": 8.154285714285715e-06, "loss": 0.3206, "step": 1150 }, { "epoch": 1.52, "learning_rate": 8.082857142857144e-06, "loss": 0.3407, "step": 1175 }, { "epoch": 1.55, "learning_rate": 8.011428571428573e-06, "loss": 0.3458, "step": 1200 }, { "epoch": 1.58, "learning_rate": 7.94e-06, "loss": 0.3517, "step": 1225 }, { "epoch": 1.62, "learning_rate": 7.86857142857143e-06, "loss": 0.3184, "step": 1250 }, { "epoch": 1.65, "learning_rate": 7.797142857142858e-06, "loss": 0.3402, "step": 1275 }, { "epoch": 1.68, "learning_rate": 7.725714285714286e-06, "loss": 0.317, "step": 1300 }, { "epoch": 1.71, "learning_rate": 7.654285714285715e-06, "loss": 0.3213, "step": 1325 }, { "epoch": 1.75, "learning_rate": 7.5828571428571444e-06, "loss": 0.3158, "step": 1350 }, { "epoch": 1.78, "learning_rate": 7.511428571428572e-06, "loss": 0.3359, "step": 1375 }, { "epoch": 1.81, "learning_rate": 7.440000000000001e-06, "loss": 0.3314, "step": 1400 }, { "epoch": 1.84, "learning_rate": 7.36857142857143e-06, "loss": 0.3023, "step": 1425 }, { "epoch": 1.88, "learning_rate": 7.297142857142858e-06, "loss": 0.3067, "step": 1450 }, { "epoch": 1.91, "learning_rate": 7.225714285714286e-06, "loss": 0.3386, "step": 1475 }, { "epoch": 1.94, "learning_rate": 7.154285714285715e-06, "loss": 0.3093, "step": 1500 }, { "epoch": 1.97, "learning_rate": 7.082857142857143e-06, "loss": 0.3233, "step": 1525 }, { "epoch": 2.01, "learning_rate": 7.011428571428572e-06, "loss": 0.2847, "step": 1550 }, { "epoch": 2.04, "learning_rate": 6.9400000000000005e-06, "loss": 0.2002, "step": 1575 }, { "epoch": 2.07, "learning_rate": 6.868571428571429e-06, "loss": 0.1967, "step": 1600 }, { "epoch": 2.1, "learning_rate": 6.797142857142858e-06, "loss": 0.2005, "step": 1625 }, { "epoch": 2.13, "learning_rate": 6.725714285714287e-06, "loss": 0.1875, "step": 1650 }, { "epoch": 2.17, "learning_rate": 6.654285714285716e-06, "loss": 0.2139, "step": 1675 }, { "epoch": 2.2, "learning_rate": 6.582857142857143e-06, "loss": 0.2113, "step": 1700 }, { "epoch": 2.23, "learning_rate": 6.511428571428572e-06, "loss": 0.1913, "step": 1725 }, { "epoch": 2.26, "learning_rate": 6.440000000000001e-06, "loss": 0.1955, "step": 1750 }, { "epoch": 2.3, "learning_rate": 6.368571428571429e-06, "loss": 0.1984, "step": 1775 }, { "epoch": 2.33, "learning_rate": 6.297142857142857e-06, "loss": 0.1959, "step": 1800 }, { "epoch": 2.36, "learning_rate": 6.225714285714286e-06, "loss": 0.1956, "step": 1825 }, { "epoch": 2.39, "learning_rate": 6.1542857142857145e-06, "loss": 0.2016, "step": 1850 }, { "epoch": 2.43, "learning_rate": 6.0828571428571435e-06, "loss": 0.2029, "step": 1875 }, { "epoch": 2.46, "learning_rate": 6.011428571428572e-06, "loss": 0.1911, "step": 1900 }, { "epoch": 2.49, "learning_rate": 5.94e-06, "loss": 0.1904, "step": 1925 }, { "epoch": 2.52, "learning_rate": 5.868571428571429e-06, "loss": 0.1853, "step": 1950 }, { "epoch": 2.55, "learning_rate": 5.797142857142858e-06, "loss": 0.195, "step": 1975 }, { "epoch": 2.59, "learning_rate": 5.725714285714287e-06, "loss": 0.196, "step": 2000 }, { "epoch": 2.59, "eval_loss": 0.4576089084148407, "eval_runtime": 1112.3017, "eval_samples_per_second": 4.557, "eval_steps_per_second": 0.57, "eval_wer": 34.55136995509666, "step": 2000 }, { "epoch": 2.62, "learning_rate": 5.654285714285714e-06, "loss": 0.198, "step": 2025 }, { "epoch": 2.65, "learning_rate": 5.582857142857143e-06, "loss": 0.1952, "step": 2050 }, { "epoch": 2.68, "learning_rate": 5.511428571428572e-06, "loss": 0.192, "step": 2075 }, { "epoch": 2.72, "learning_rate": 5.4400000000000004e-06, "loss": 0.1991, "step": 2100 }, { "epoch": 2.75, "learning_rate": 5.368571428571429e-06, "loss": 0.2055, "step": 2125 }, { "epoch": 2.78, "learning_rate": 5.297142857142858e-06, "loss": 0.2006, "step": 2150 }, { "epoch": 2.81, "learning_rate": 5.225714285714286e-06, "loss": 0.1853, "step": 2175 }, { "epoch": 2.85, "learning_rate": 5.154285714285715e-06, "loss": 0.1883, "step": 2200 }, { "epoch": 2.88, "learning_rate": 5.082857142857144e-06, "loss": 0.1924, "step": 2225 }, { "epoch": 2.91, "learning_rate": 5.011428571428571e-06, "loss": 0.1911, "step": 2250 }, { "epoch": 2.94, "learning_rate": 4.94e-06, "loss": 0.1937, "step": 2275 }, { "epoch": 2.98, "learning_rate": 4.868571428571429e-06, "loss": 0.1884, "step": 2300 }, { "epoch": 3.01, "learning_rate": 4.797142857142857e-06, "loss": 0.1812, "step": 2325 }, { "epoch": 3.04, "learning_rate": 4.725714285714286e-06, "loss": 0.1154, "step": 2350 }, { "epoch": 3.07, "learning_rate": 4.6542857142857145e-06, "loss": 0.1184, "step": 2375 }, { "epoch": 3.1, "learning_rate": 4.5828571428571435e-06, "loss": 0.1205, "step": 2400 }, { "epoch": 3.14, "learning_rate": 4.511428571428572e-06, "loss": 0.1257, "step": 2425 }, { "epoch": 3.17, "learning_rate": 4.440000000000001e-06, "loss": 0.1304, "step": 2450 }, { "epoch": 3.2, "learning_rate": 4.368571428571429e-06, "loss": 0.1235, "step": 2475 }, { "epoch": 3.23, "learning_rate": 4.297142857142858e-06, "loss": 0.1222, "step": 2500 }, { "epoch": 3.27, "learning_rate": 4.225714285714286e-06, "loss": 0.1226, "step": 2525 }, { "epoch": 3.3, "learning_rate": 4.154285714285714e-06, "loss": 0.1228, "step": 2550 }, { "epoch": 3.33, "learning_rate": 4.082857142857143e-06, "loss": 0.1273, "step": 2575 }, { "epoch": 3.36, "learning_rate": 4.011428571428571e-06, "loss": 0.1185, "step": 2600 }, { "epoch": 3.4, "learning_rate": 3.94e-06, "loss": 0.1225, "step": 2625 }, { "epoch": 3.43, "learning_rate": 3.8685714285714286e-06, "loss": 0.1248, "step": 2650 }, { "epoch": 3.46, "learning_rate": 3.7971428571428576e-06, "loss": 0.122, "step": 2675 }, { "epoch": 3.49, "learning_rate": 3.7257142857142857e-06, "loss": 0.1126, "step": 2700 }, { "epoch": 3.53, "learning_rate": 3.6542857142857148e-06, "loss": 0.1233, "step": 2725 }, { "epoch": 3.56, "learning_rate": 3.582857142857143e-06, "loss": 0.1137, "step": 2750 }, { "epoch": 3.59, "learning_rate": 3.511428571428572e-06, "loss": 0.1209, "step": 2775 }, { "epoch": 3.62, "learning_rate": 3.44e-06, "loss": 0.1202, "step": 2800 }, { "epoch": 3.65, "learning_rate": 3.3685714285714287e-06, "loss": 0.1257, "step": 2825 }, { "epoch": 3.69, "learning_rate": 3.2971428571428577e-06, "loss": 0.1217, "step": 2850 }, { "epoch": 3.72, "learning_rate": 3.225714285714286e-06, "loss": 0.118, "step": 2875 }, { "epoch": 3.75, "learning_rate": 3.154285714285715e-06, "loss": 0.1194, "step": 2900 }, { "epoch": 3.78, "learning_rate": 3.082857142857143e-06, "loss": 0.1237, "step": 2925 }, { "epoch": 3.82, "learning_rate": 3.0114285714285716e-06, "loss": 0.1247, "step": 2950 }, { "epoch": 3.85, "learning_rate": 2.9400000000000002e-06, "loss": 0.117, "step": 2975 }, { "epoch": 3.88, "learning_rate": 2.868571428571429e-06, "loss": 0.122, "step": 3000 }, { "epoch": 3.88, "eval_loss": 0.4576736092567444, "eval_runtime": 1103.9323, "eval_samples_per_second": 4.592, "eval_steps_per_second": 0.574, "eval_wer": 34.49490468124009, "step": 3000 }, { "epoch": 3.91, "learning_rate": 2.797142857142857e-06, "loss": 0.1202, "step": 3025 }, { "epoch": 3.95, "learning_rate": 2.725714285714286e-06, "loss": 0.1245, "step": 3050 }, { "epoch": 3.98, "learning_rate": 2.654285714285714e-06, "loss": 0.1344, "step": 3075 }, { "epoch": 4.01, "learning_rate": 2.582857142857143e-06, "loss": 0.1073, "step": 3100 }, { "epoch": 4.04, "learning_rate": 2.5114285714285718e-06, "loss": 0.093, "step": 3125 }, { "epoch": 4.08, "learning_rate": 2.4400000000000004e-06, "loss": 0.0861, "step": 3150 }, { "epoch": 4.11, "learning_rate": 2.3685714285714285e-06, "loss": 0.085, "step": 3175 }, { "epoch": 4.14, "learning_rate": 2.297142857142857e-06, "loss": 0.0791, "step": 3200 }, { "epoch": 4.17, "learning_rate": 2.2257142857142857e-06, "loss": 0.0799, "step": 3225 }, { "epoch": 4.2, "learning_rate": 2.1542857142857147e-06, "loss": 0.0823, "step": 3250 }, { "epoch": 4.24, "learning_rate": 2.0828571428571433e-06, "loss": 0.0836, "step": 3275 }, { "epoch": 4.27, "learning_rate": 2.0114285714285715e-06, "loss": 0.0818, "step": 3300 }, { "epoch": 4.3, "learning_rate": 1.94e-06, "loss": 0.0875, "step": 3325 }, { "epoch": 4.33, "learning_rate": 1.8685714285714289e-06, "loss": 0.0809, "step": 3350 }, { "epoch": 4.37, "learning_rate": 1.7971428571428572e-06, "loss": 0.0884, "step": 3375 }, { "epoch": 4.4, "learning_rate": 1.7257142857142858e-06, "loss": 0.0816, "step": 3400 }, { "epoch": 4.43, "learning_rate": 1.6542857142857144e-06, "loss": 0.0787, "step": 3425 }, { "epoch": 4.46, "learning_rate": 1.582857142857143e-06, "loss": 0.0759, "step": 3450 }, { "epoch": 4.5, "learning_rate": 1.5114285714285714e-06, "loss": 0.0889, "step": 3475 }, { "epoch": 4.53, "learning_rate": 1.44e-06, "loss": 0.0833, "step": 3500 }, { "epoch": 4.56, "learning_rate": 1.3685714285714286e-06, "loss": 0.0879, "step": 3525 }, { "epoch": 4.59, "learning_rate": 1.2971428571428574e-06, "loss": 0.0847, "step": 3550 }, { "epoch": 4.62, "learning_rate": 1.2257142857142857e-06, "loss": 0.0856, "step": 3575 }, { "epoch": 4.66, "learning_rate": 1.1542857142857143e-06, "loss": 0.077, "step": 3600 }, { "epoch": 4.69, "learning_rate": 1.082857142857143e-06, "loss": 0.077, "step": 3625 }, { "epoch": 4.72, "learning_rate": 1.0114285714285715e-06, "loss": 0.0868, "step": 3650 }, { "epoch": 4.75, "learning_rate": 9.400000000000001e-07, "loss": 0.0818, "step": 3675 }, { "epoch": 4.79, "learning_rate": 8.685714285714286e-07, "loss": 0.0845, "step": 3700 }, { "epoch": 4.82, "learning_rate": 7.971428571428572e-07, "loss": 0.0787, "step": 3725 }, { "epoch": 4.85, "learning_rate": 7.257142857142857e-07, "loss": 0.0848, "step": 3750 }, { "epoch": 4.88, "learning_rate": 6.542857142857144e-07, "loss": 0.0872, "step": 3775 }, { "epoch": 4.92, "learning_rate": 5.82857142857143e-07, "loss": 0.0814, "step": 3800 }, { "epoch": 4.95, "learning_rate": 5.114285714285714e-07, "loss": 0.0778, "step": 3825 }, { "epoch": 4.98, "learning_rate": 4.4e-07, "loss": 0.0857, "step": 3850 }, { "epoch": 5.01, "learning_rate": 3.685714285714286e-07, "loss": 0.0704, "step": 3875 }, { "epoch": 5.05, "learning_rate": 2.9714285714285715e-07, "loss": 0.0661, "step": 3900 }, { "epoch": 5.08, "learning_rate": 2.2571428571428574e-07, "loss": 0.0652, "step": 3925 }, { "epoch": 5.11, "learning_rate": 1.542857142857143e-07, "loss": 0.0627, "step": 3950 }, { "epoch": 5.14, "learning_rate": 8.285714285714285e-08, "loss": 0.0685, "step": 3975 }, { "epoch": 5.17, "learning_rate": 1.142857142857143e-08, "loss": 0.0671, "step": 4000 }, { "epoch": 5.17, "eval_loss": 0.4669732451438904, "eval_runtime": 1101.5548, "eval_samples_per_second": 4.602, "eval_steps_per_second": 0.576, "eval_wer": 34.12384716732543, "step": 4000 } ], "max_steps": 4000, "num_train_epochs": 6, "total_flos": 4.1484453543936e+18, "trial_name": null, "trial_params": null }