{ "best_metric": 38.85025498377376, "best_model_checkpoint": "./whisper-small-tonga\\checkpoint-4000", "epoch": 0.9006980409817609, "eval_steps": 1000, "global_step": 4000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 5.000000000000001e-07, "loss": 1.9972, "step": 25 }, { "epoch": 0.01, "learning_rate": 1.0000000000000002e-06, "loss": 1.7796, "step": 50 }, { "epoch": 0.02, "learning_rate": 1.5e-06, "loss": 1.4897, "step": 75 }, { "epoch": 0.02, "learning_rate": 2.0000000000000003e-06, "loss": 1.4191, "step": 100 }, { "epoch": 0.03, "learning_rate": 2.5e-06, "loss": 1.3257, "step": 125 }, { "epoch": 0.03, "learning_rate": 3e-06, "loss": 1.3542, "step": 150 }, { "epoch": 0.04, "learning_rate": 3.5e-06, "loss": 1.1868, "step": 175 }, { "epoch": 0.05, "learning_rate": 4.000000000000001e-06, "loss": 1.049, "step": 200 }, { "epoch": 0.05, "learning_rate": 4.5e-06, "loss": 0.8937, "step": 225 }, { "epoch": 0.06, "learning_rate": 5e-06, "loss": 1.2414, "step": 250 }, { "epoch": 0.06, "learning_rate": 5.500000000000001e-06, "loss": 0.8938, "step": 275 }, { "epoch": 0.07, "learning_rate": 6e-06, "loss": 0.8904, "step": 300 }, { "epoch": 0.07, "learning_rate": 6.5000000000000004e-06, "loss": 0.7698, "step": 325 }, { "epoch": 0.08, "learning_rate": 7e-06, "loss": 0.8931, "step": 350 }, { "epoch": 0.08, "learning_rate": 7.500000000000001e-06, "loss": 0.7658, "step": 375 }, { "epoch": 0.09, "learning_rate": 8.000000000000001e-06, "loss": 0.7351, "step": 400 }, { "epoch": 0.1, "learning_rate": 8.5e-06, "loss": 0.7168, "step": 425 }, { "epoch": 0.1, "learning_rate": 9e-06, "loss": 0.725, "step": 450 }, { "epoch": 0.11, "learning_rate": 9.5e-06, "loss": 0.7358, "step": 475 }, { "epoch": 0.11, "learning_rate": 1e-05, "loss": 0.7799, "step": 500 }, { "epoch": 0.12, "learning_rate": 9.92857142857143e-06, "loss": 0.633, "step": 525 }, { "epoch": 0.12, "learning_rate": 9.857142857142859e-06, "loss": 0.6995, "step": 550 }, { "epoch": 0.13, "learning_rate": 9.785714285714286e-06, "loss": 0.7882, "step": 575 }, { "epoch": 0.14, "learning_rate": 9.714285714285715e-06, "loss": 0.7329, "step": 600 }, { "epoch": 0.14, "learning_rate": 9.642857142857144e-06, "loss": 0.6841, "step": 625 }, { "epoch": 0.15, "learning_rate": 9.571428571428573e-06, "loss": 0.5597, "step": 650 }, { "epoch": 0.15, "learning_rate": 9.5e-06, "loss": 0.7231, "step": 675 }, { "epoch": 0.16, "learning_rate": 9.42857142857143e-06, "loss": 0.6297, "step": 700 }, { "epoch": 0.16, "learning_rate": 9.357142857142859e-06, "loss": 0.7377, "step": 725 }, { "epoch": 0.17, "learning_rate": 9.285714285714288e-06, "loss": 0.6607, "step": 750 }, { "epoch": 0.17, "learning_rate": 9.214285714285715e-06, "loss": 0.7616, "step": 775 }, { "epoch": 0.18, "learning_rate": 9.142857142857144e-06, "loss": 0.5766, "step": 800 }, { "epoch": 0.19, "learning_rate": 9.071428571428573e-06, "loss": 0.5233, "step": 825 }, { "epoch": 0.19, "learning_rate": 9e-06, "loss": 0.6328, "step": 850 }, { "epoch": 0.2, "learning_rate": 8.92857142857143e-06, "loss": 0.5359, "step": 875 }, { "epoch": 0.2, "learning_rate": 8.857142857142858e-06, "loss": 0.6946, "step": 900 }, { "epoch": 0.21, "learning_rate": 8.785714285714286e-06, "loss": 0.5996, "step": 925 }, { "epoch": 0.21, "learning_rate": 8.714285714285715e-06, "loss": 0.6294, "step": 950 }, { "epoch": 0.22, "learning_rate": 8.642857142857144e-06, "loss": 0.5598, "step": 975 }, { "epoch": 0.23, "learning_rate": 8.571428571428571e-06, "loss": 0.6529, "step": 1000 }, { "epoch": 0.23, "eval_loss": 0.6057160496711731, "eval_runtime": 2992.1646, "eval_samples_per_second": 0.155, "eval_steps_per_second": 0.019, "eval_wer": 46.43022716736208, "step": 1000 }, { "epoch": 0.23, "learning_rate": 8.5e-06, "loss": 0.5449, "step": 1025 }, { "epoch": 0.24, "learning_rate": 8.428571428571429e-06, "loss": 0.6225, "step": 1050 }, { "epoch": 0.24, "learning_rate": 8.357142857142858e-06, "loss": 0.5594, "step": 1075 }, { "epoch": 0.25, "learning_rate": 8.285714285714287e-06, "loss": 0.5715, "step": 1100 }, { "epoch": 0.25, "learning_rate": 8.214285714285714e-06, "loss": 0.5489, "step": 1125 }, { "epoch": 0.26, "learning_rate": 8.142857142857143e-06, "loss": 0.7007, "step": 1150 }, { "epoch": 0.26, "learning_rate": 8.071428571428572e-06, "loss": 0.5195, "step": 1175 }, { "epoch": 0.27, "learning_rate": 8.000000000000001e-06, "loss": 0.5413, "step": 1200 }, { "epoch": 0.28, "learning_rate": 7.928571428571429e-06, "loss": 0.4541, "step": 1225 }, { "epoch": 0.28, "learning_rate": 7.857142857142858e-06, "loss": 0.4984, "step": 1250 }, { "epoch": 0.29, "learning_rate": 7.785714285714287e-06, "loss": 0.5392, "step": 1275 }, { "epoch": 0.29, "learning_rate": 7.714285714285716e-06, "loss": 0.6058, "step": 1300 }, { "epoch": 0.3, "learning_rate": 7.642857142857143e-06, "loss": 0.5291, "step": 1325 }, { "epoch": 0.3, "learning_rate": 7.571428571428572e-06, "loss": 0.688, "step": 1350 }, { "epoch": 0.31, "learning_rate": 7.500000000000001e-06, "loss": 0.4688, "step": 1375 }, { "epoch": 0.32, "learning_rate": 7.428571428571429e-06, "loss": 0.5756, "step": 1400 }, { "epoch": 0.32, "learning_rate": 7.357142857142858e-06, "loss": 0.5569, "step": 1425 }, { "epoch": 0.33, "learning_rate": 7.285714285714286e-06, "loss": 0.4964, "step": 1450 }, { "epoch": 0.33, "learning_rate": 7.2142857142857145e-06, "loss": 0.4675, "step": 1475 }, { "epoch": 0.34, "learning_rate": 7.1428571428571436e-06, "loss": 0.4959, "step": 1500 }, { "epoch": 0.34, "learning_rate": 7.0714285714285726e-06, "loss": 0.4597, "step": 1525 }, { "epoch": 0.35, "learning_rate": 7e-06, "loss": 0.5622, "step": 1550 }, { "epoch": 0.35, "learning_rate": 6.928571428571429e-06, "loss": 0.473, "step": 1575 }, { "epoch": 0.36, "learning_rate": 6.857142857142858e-06, "loss": 0.478, "step": 1600 }, { "epoch": 0.37, "learning_rate": 6.785714285714287e-06, "loss": 0.5204, "step": 1625 }, { "epoch": 0.37, "learning_rate": 6.714285714285714e-06, "loss": 0.5745, "step": 1650 }, { "epoch": 0.38, "learning_rate": 6.642857142857143e-06, "loss": 0.5921, "step": 1675 }, { "epoch": 0.38, "learning_rate": 6.571428571428572e-06, "loss": 0.6358, "step": 1700 }, { "epoch": 0.39, "learning_rate": 6.5000000000000004e-06, "loss": 0.435, "step": 1725 }, { "epoch": 0.39, "learning_rate": 6.4285714285714295e-06, "loss": 0.4823, "step": 1750 }, { "epoch": 0.4, "learning_rate": 6.357142857142858e-06, "loss": 0.4833, "step": 1775 }, { "epoch": 0.41, "learning_rate": 6.285714285714286e-06, "loss": 0.5223, "step": 1800 }, { "epoch": 0.41, "learning_rate": 6.214285714285715e-06, "loss": 0.5634, "step": 1825 }, { "epoch": 0.42, "learning_rate": 6.142857142857144e-06, "loss": 0.5881, "step": 1850 }, { "epoch": 0.42, "learning_rate": 6.071428571428571e-06, "loss": 0.5054, "step": 1875 }, { "epoch": 0.43, "learning_rate": 6e-06, "loss": 0.3668, "step": 1900 }, { "epoch": 0.43, "learning_rate": 5.928571428571429e-06, "loss": 0.4781, "step": 1925 }, { "epoch": 0.44, "learning_rate": 5.857142857142858e-06, "loss": 0.4599, "step": 1950 }, { "epoch": 0.44, "learning_rate": 5.785714285714286e-06, "loss": 0.4176, "step": 1975 }, { "epoch": 0.45, "learning_rate": 5.7142857142857145e-06, "loss": 0.4709, "step": 2000 }, { "epoch": 0.45, "eval_loss": 0.5212363004684448, "eval_runtime": 3278.467, "eval_samples_per_second": 0.141, "eval_steps_per_second": 0.018, "eval_wer": 39.84700973574409, "step": 2000 }, { "epoch": 0.46, "learning_rate": 5.6428571428571435e-06, "loss": 0.541, "step": 2025 }, { "epoch": 0.46, "learning_rate": 5.571428571428572e-06, "loss": 0.4594, "step": 2050 }, { "epoch": 0.47, "learning_rate": 5.500000000000001e-06, "loss": 0.7156, "step": 2075 }, { "epoch": 0.47, "learning_rate": 5.428571428571429e-06, "loss": 0.5059, "step": 2100 }, { "epoch": 0.48, "learning_rate": 5.357142857142857e-06, "loss": 0.3725, "step": 2125 }, { "epoch": 0.48, "learning_rate": 5.285714285714286e-06, "loss": 0.5438, "step": 2150 }, { "epoch": 0.49, "learning_rate": 5.214285714285715e-06, "loss": 0.5069, "step": 2175 }, { "epoch": 0.5, "learning_rate": 5.142857142857142e-06, "loss": 0.567, "step": 2200 }, { "epoch": 0.5, "learning_rate": 5.071428571428571e-06, "loss": 0.4593, "step": 2225 }, { "epoch": 0.51, "learning_rate": 5e-06, "loss": 0.5366, "step": 2250 }, { "epoch": 0.51, "learning_rate": 4.928571428571429e-06, "loss": 0.3691, "step": 2275 }, { "epoch": 0.52, "learning_rate": 4.857142857142858e-06, "loss": 0.3866, "step": 2300 }, { "epoch": 0.52, "learning_rate": 4.785714285714287e-06, "loss": 0.5432, "step": 2325 }, { "epoch": 0.53, "learning_rate": 4.714285714285715e-06, "loss": 0.4391, "step": 2350 }, { "epoch": 0.53, "learning_rate": 4.642857142857144e-06, "loss": 0.4629, "step": 2375 }, { "epoch": 0.54, "learning_rate": 4.571428571428572e-06, "loss": 0.4919, "step": 2400 }, { "epoch": 0.55, "learning_rate": 4.5e-06, "loss": 0.5618, "step": 2425 }, { "epoch": 0.55, "learning_rate": 4.428571428571429e-06, "loss": 0.3765, "step": 2450 }, { "epoch": 0.56, "learning_rate": 4.357142857142857e-06, "loss": 0.4851, "step": 2475 }, { "epoch": 0.56, "learning_rate": 4.2857142857142855e-06, "loss": 0.4779, "step": 2500 }, { "epoch": 0.57, "learning_rate": 4.2142857142857145e-06, "loss": 0.5239, "step": 2525 }, { "epoch": 0.57, "learning_rate": 4.1428571428571435e-06, "loss": 0.552, "step": 2550 }, { "epoch": 0.58, "learning_rate": 4.071428571428572e-06, "loss": 0.4018, "step": 2575 }, { "epoch": 0.59, "learning_rate": 4.000000000000001e-06, "loss": 0.4134, "step": 2600 }, { "epoch": 0.59, "learning_rate": 3.928571428571429e-06, "loss": 0.4725, "step": 2625 }, { "epoch": 0.6, "learning_rate": 3.857142857142858e-06, "loss": 0.5316, "step": 2650 }, { "epoch": 0.6, "learning_rate": 3.785714285714286e-06, "loss": 0.3966, "step": 2675 }, { "epoch": 0.61, "learning_rate": 3.7142857142857146e-06, "loss": 0.4601, "step": 2700 }, { "epoch": 0.61, "learning_rate": 3.642857142857143e-06, "loss": 0.5977, "step": 2725 }, { "epoch": 0.62, "learning_rate": 3.5714285714285718e-06, "loss": 0.5199, "step": 2750 }, { "epoch": 0.62, "learning_rate": 3.5e-06, "loss": 0.5612, "step": 2775 }, { "epoch": 0.63, "learning_rate": 3.428571428571429e-06, "loss": 0.4065, "step": 2800 }, { "epoch": 0.64, "learning_rate": 3.357142857142857e-06, "loss": 0.5322, "step": 2825 }, { "epoch": 0.64, "learning_rate": 3.285714285714286e-06, "loss": 0.4151, "step": 2850 }, { "epoch": 0.65, "learning_rate": 3.2142857142857147e-06, "loss": 0.3623, "step": 2875 }, { "epoch": 0.65, "learning_rate": 3.142857142857143e-06, "loss": 0.488, "step": 2900 }, { "epoch": 0.66, "learning_rate": 3.071428571428572e-06, "loss": 0.3809, "step": 2925 }, { "epoch": 0.66, "learning_rate": 3e-06, "loss": 0.4215, "step": 2950 }, { "epoch": 0.67, "learning_rate": 2.928571428571429e-06, "loss": 0.3998, "step": 2975 }, { "epoch": 0.68, "learning_rate": 2.8571428571428573e-06, "loss": 0.3379, "step": 3000 }, { "epoch": 0.68, "eval_loss": 0.47441861033439636, "eval_runtime": 5182.276, "eval_samples_per_second": 0.089, "eval_steps_per_second": 0.011, "eval_wer": 45.24802967083913, "step": 3000 }, { "epoch": 0.68, "learning_rate": 2.785714285714286e-06, "loss": 0.3727, "step": 3025 }, { "epoch": 0.69, "learning_rate": 2.7142857142857144e-06, "loss": 0.51, "step": 3050 }, { "epoch": 0.69, "learning_rate": 2.642857142857143e-06, "loss": 0.4227, "step": 3075 }, { "epoch": 0.7, "learning_rate": 2.571428571428571e-06, "loss": 0.4547, "step": 3100 }, { "epoch": 0.7, "learning_rate": 2.5e-06, "loss": 0.4407, "step": 3125 }, { "epoch": 0.71, "learning_rate": 2.428571428571429e-06, "loss": 0.3879, "step": 3150 }, { "epoch": 0.71, "learning_rate": 2.3571428571428574e-06, "loss": 0.4217, "step": 3175 }, { "epoch": 0.72, "learning_rate": 2.285714285714286e-06, "loss": 0.4735, "step": 3200 }, { "epoch": 0.73, "learning_rate": 2.2142857142857146e-06, "loss": 0.4663, "step": 3225 }, { "epoch": 0.73, "learning_rate": 2.1428571428571427e-06, "loss": 0.4745, "step": 3250 }, { "epoch": 0.74, "learning_rate": 2.0714285714285717e-06, "loss": 0.3319, "step": 3275 }, { "epoch": 0.74, "learning_rate": 2.0000000000000003e-06, "loss": 0.3633, "step": 3300 }, { "epoch": 0.75, "learning_rate": 1.928571428571429e-06, "loss": 0.3954, "step": 3325 }, { "epoch": 0.75, "learning_rate": 1.8571428571428573e-06, "loss": 0.4413, "step": 3350 }, { "epoch": 0.76, "learning_rate": 1.7857142857142859e-06, "loss": 0.4784, "step": 3375 }, { "epoch": 0.77, "learning_rate": 1.7142857142857145e-06, "loss": 0.4328, "step": 3400 }, { "epoch": 0.77, "learning_rate": 1.642857142857143e-06, "loss": 0.4514, "step": 3425 }, { "epoch": 0.78, "learning_rate": 1.5714285714285714e-06, "loss": 0.3688, "step": 3450 }, { "epoch": 0.78, "learning_rate": 1.5e-06, "loss": 0.3416, "step": 3475 }, { "epoch": 0.79, "learning_rate": 1.4285714285714286e-06, "loss": 0.4105, "step": 3500 }, { "epoch": 0.79, "learning_rate": 1.3571428571428572e-06, "loss": 0.3837, "step": 3525 }, { "epoch": 0.8, "learning_rate": 1.2857142857142856e-06, "loss": 0.2904, "step": 3550 }, { "epoch": 0.8, "learning_rate": 1.2142857142857144e-06, "loss": 0.5686, "step": 3575 }, { "epoch": 0.81, "learning_rate": 1.142857142857143e-06, "loss": 0.5217, "step": 3600 }, { "epoch": 0.82, "learning_rate": 1.0714285714285714e-06, "loss": 0.4856, "step": 3625 }, { "epoch": 0.82, "learning_rate": 1.0000000000000002e-06, "loss": 0.3977, "step": 3650 }, { "epoch": 0.83, "learning_rate": 9.285714285714287e-07, "loss": 0.3874, "step": 3675 }, { "epoch": 0.83, "learning_rate": 8.571428571428572e-07, "loss": 0.4817, "step": 3700 }, { "epoch": 0.84, "learning_rate": 7.857142857142857e-07, "loss": 0.4066, "step": 3725 }, { "epoch": 0.84, "learning_rate": 7.142857142857143e-07, "loss": 0.3815, "step": 3750 }, { "epoch": 0.85, "learning_rate": 6.428571428571428e-07, "loss": 0.4581, "step": 3775 }, { "epoch": 0.86, "learning_rate": 5.714285714285715e-07, "loss": 0.5065, "step": 3800 }, { "epoch": 0.86, "learning_rate": 5.000000000000001e-07, "loss": 0.4271, "step": 3825 }, { "epoch": 0.87, "learning_rate": 4.285714285714286e-07, "loss": 0.392, "step": 3850 }, { "epoch": 0.87, "learning_rate": 3.5714285714285716e-07, "loss": 0.3524, "step": 3875 }, { "epoch": 0.88, "learning_rate": 2.8571428571428575e-07, "loss": 0.3474, "step": 3900 }, { "epoch": 0.88, "learning_rate": 2.142857142857143e-07, "loss": 0.4546, "step": 3925 }, { "epoch": 0.89, "learning_rate": 1.4285714285714287e-07, "loss": 0.352, "step": 3950 }, { "epoch": 0.9, "learning_rate": 7.142857142857144e-08, "loss": 0.4057, "step": 3975 }, { "epoch": 0.9, "learning_rate": 0.0, "loss": 0.3411, "step": 4000 }, { "epoch": 0.9, "eval_loss": 0.45225948095321655, "eval_runtime": 3736.5714, "eval_samples_per_second": 0.124, "eval_steps_per_second": 0.016, "eval_wer": 38.85025498377376, "step": 4000 } ], "logging_steps": 25, "max_steps": 4000, "num_train_epochs": 1, "save_steps": 1000, "total_flos": 2.30868320256e+18, "trial_name": null, "trial_params": null }