{ "best_metric": 32.00805767599661, "best_model_checkpoint": "Models/whisper-small-sv-test\\checkpoint-2500", "epoch": 3.1928480204342273, "eval_steps": 500, "global_step": 2500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 4.2000000000000006e-07, "loss": 4.5853, "step": 25 }, { "epoch": 0.06, "learning_rate": 9.200000000000001e-07, "loss": 3.8977, "step": 50 }, { "epoch": 0.1, "learning_rate": 1.42e-06, "loss": 3.0188, "step": 75 }, { "epoch": 0.13, "learning_rate": 1.9200000000000003e-06, "loss": 2.0302, "step": 100 }, { "epoch": 0.16, "learning_rate": 2.42e-06, "loss": 1.5475, "step": 125 }, { "epoch": 0.19, "learning_rate": 2.92e-06, "loss": 1.4042, "step": 150 }, { "epoch": 0.22, "learning_rate": 3.4200000000000007e-06, "loss": 1.2769, "step": 175 }, { "epoch": 0.26, "learning_rate": 3.920000000000001e-06, "loss": 1.2072, "step": 200 }, { "epoch": 0.29, "learning_rate": 4.42e-06, "loss": 1.0967, "step": 225 }, { "epoch": 0.32, "learning_rate": 4.92e-06, "loss": 0.9673, "step": 250 }, { "epoch": 0.35, "learning_rate": 5.420000000000001e-06, "loss": 0.8524, "step": 275 }, { "epoch": 0.38, "learning_rate": 5.92e-06, "loss": 0.6938, "step": 300 }, { "epoch": 0.42, "learning_rate": 6.42e-06, "loss": 0.6267, "step": 325 }, { "epoch": 0.45, "learning_rate": 6.92e-06, "loss": 0.5576, "step": 350 }, { "epoch": 0.48, "learning_rate": 7.420000000000001e-06, "loss": 0.521, "step": 375 }, { "epoch": 0.51, "learning_rate": 7.92e-06, "loss": 0.5202, "step": 400 }, { "epoch": 0.54, "learning_rate": 8.42e-06, "loss": 0.5577, "step": 425 }, { "epoch": 0.57, "learning_rate": 8.920000000000001e-06, "loss": 0.5422, "step": 450 }, { "epoch": 0.61, "learning_rate": 9.42e-06, "loss": 0.4767, "step": 475 }, { "epoch": 0.64, "learning_rate": 9.920000000000002e-06, "loss": 0.5133, "step": 500 }, { "epoch": 0.64, "eval_loss": 0.5561969876289368, "eval_runtime": 853.2098, "eval_samples_per_second": 6.001, "eval_steps_per_second": 0.375, "eval_wer": 38.38263358778626, "step": 500 }, { "epoch": 0.67, "learning_rate": 1e-05, "loss": 0.5319, "step": 525 }, { "epoch": 0.7, "learning_rate": 1e-05, "loss": 0.5129, "step": 550 }, { "epoch": 0.73, "learning_rate": 1e-05, "loss": 0.4844, "step": 575 }, { "epoch": 0.77, "learning_rate": 1e-05, "loss": 0.5227, "step": 600 }, { "epoch": 0.8, "learning_rate": 1e-05, "loss": 0.4742, "step": 625 }, { "epoch": 0.83, "learning_rate": 1e-05, "loss": 0.4679, "step": 650 }, { "epoch": 0.86, "learning_rate": 1e-05, "loss": 0.4982, "step": 675 }, { "epoch": 0.89, "learning_rate": 1e-05, "loss": 0.5005, "step": 700 }, { "epoch": 0.93, "learning_rate": 1e-05, "loss": 0.4669, "step": 725 }, { "epoch": 0.96, "learning_rate": 1e-05, "loss": 0.4893, "step": 750 }, { "epoch": 0.99, "learning_rate": 1e-05, "loss": 0.4736, "step": 775 }, { "epoch": 1.02, "learning_rate": 1e-05, "loss": 0.3817, "step": 800 }, { "epoch": 1.05, "learning_rate": 1e-05, "loss": 0.3355, "step": 825 }, { "epoch": 1.09, "learning_rate": 1e-05, "loss": 0.3759, "step": 850 }, { "epoch": 1.12, "learning_rate": 1e-05, "loss": 0.3723, "step": 875 }, { "epoch": 1.15, "learning_rate": 1e-05, "loss": 0.3371, "step": 900 }, { "epoch": 1.18, "learning_rate": 1e-05, "loss": 0.3349, "step": 925 }, { "epoch": 1.21, "learning_rate": 1e-05, "loss": 0.3017, "step": 950 }, { "epoch": 1.25, "learning_rate": 1e-05, "loss": 0.3651, "step": 975 }, { "epoch": 1.28, "learning_rate": 1e-05, "loss": 0.3764, "step": 1000 }, { "epoch": 1.28, "eval_loss": 0.4754212498664856, "eval_runtime": 857.1629, "eval_samples_per_second": 5.973, "eval_steps_per_second": 0.373, "eval_wer": 34.19211195928753, "step": 1000 }, { "epoch": 1.31, "learning_rate": 1e-05, "loss": 0.3347, "step": 1025 }, { "epoch": 1.34, "learning_rate": 1e-05, "loss": 0.3007, "step": 1050 }, { "epoch": 1.37, "learning_rate": 1e-05, "loss": 0.3481, "step": 1075 }, { "epoch": 1.4, "learning_rate": 1e-05, "loss": 0.3436, "step": 1100 }, { "epoch": 1.44, "learning_rate": 1e-05, "loss": 0.3301, "step": 1125 }, { "epoch": 1.47, "learning_rate": 1e-05, "loss": 0.3334, "step": 1150 }, { "epoch": 1.5, "learning_rate": 1e-05, "loss": 0.3302, "step": 1175 }, { "epoch": 1.53, "learning_rate": 1e-05, "loss": 0.3488, "step": 1200 }, { "epoch": 1.56, "learning_rate": 1e-05, "loss": 0.3187, "step": 1225 }, { "epoch": 1.6, "learning_rate": 1e-05, "loss": 0.3301, "step": 1250 }, { "epoch": 1.63, "learning_rate": 1e-05, "loss": 0.3381, "step": 1275 }, { "epoch": 1.66, "learning_rate": 1e-05, "loss": 0.32, "step": 1300 }, { "epoch": 1.69, "learning_rate": 1e-05, "loss": 0.3019, "step": 1325 }, { "epoch": 1.72, "learning_rate": 1e-05, "loss": 0.3196, "step": 1350 }, { "epoch": 1.76, "learning_rate": 1e-05, "loss": 0.3133, "step": 1375 }, { "epoch": 1.79, "learning_rate": 1e-05, "loss": 0.3073, "step": 1400 }, { "epoch": 1.82, "learning_rate": 1e-05, "loss": 0.3174, "step": 1425 }, { "epoch": 1.85, "learning_rate": 1e-05, "loss": 0.341, "step": 1450 }, { "epoch": 1.88, "learning_rate": 1e-05, "loss": 0.3369, "step": 1475 }, { "epoch": 1.92, "learning_rate": 1e-05, "loss": 0.3501, "step": 1500 }, { "epoch": 1.92, "eval_loss": 0.4553873538970947, "eval_runtime": 1065.4964, "eval_samples_per_second": 4.805, "eval_steps_per_second": 0.3, "eval_wer": 32.85093299406277, "step": 1500 }, { "epoch": 1.95, "learning_rate": 1e-05, "loss": 0.3232, "step": 1525 }, { "epoch": 1.98, "learning_rate": 1e-05, "loss": 0.3362, "step": 1550 }, { "epoch": 2.01, "learning_rate": 1e-05, "loss": 0.292, "step": 1575 }, { "epoch": 2.04, "learning_rate": 1e-05, "loss": 0.2248, "step": 1600 }, { "epoch": 2.08, "learning_rate": 1e-05, "loss": 0.2137, "step": 1625 }, { "epoch": 2.11, "learning_rate": 1e-05, "loss": 0.236, "step": 1650 }, { "epoch": 2.14, "learning_rate": 1e-05, "loss": 0.2277, "step": 1675 }, { "epoch": 2.17, "learning_rate": 1e-05, "loss": 0.2274, "step": 1700 }, { "epoch": 2.2, "learning_rate": 1e-05, "loss": 0.2323, "step": 1725 }, { "epoch": 2.23, "learning_rate": 1e-05, "loss": 0.2115, "step": 1750 }, { "epoch": 2.27, "learning_rate": 1e-05, "loss": 0.2313, "step": 1775 }, { "epoch": 2.3, "learning_rate": 1e-05, "loss": 0.2188, "step": 1800 }, { "epoch": 2.33, "learning_rate": 1e-05, "loss": 0.2055, "step": 1825 }, { "epoch": 2.36, "learning_rate": 1e-05, "loss": 0.2399, "step": 1850 }, { "epoch": 2.39, "learning_rate": 1e-05, "loss": 0.1984, "step": 1875 }, { "epoch": 2.43, "learning_rate": 1e-05, "loss": 0.205, "step": 1900 }, { "epoch": 2.46, "learning_rate": 1e-05, "loss": 0.2083, "step": 1925 }, { "epoch": 2.49, "learning_rate": 1e-05, "loss": 0.2112, "step": 1950 }, { "epoch": 2.52, "learning_rate": 1e-05, "loss": 0.2179, "step": 1975 }, { "epoch": 2.55, "learning_rate": 1e-05, "loss": 0.222, "step": 2000 }, { "epoch": 2.55, "eval_loss": 0.4399167001247406, "eval_runtime": 1074.0114, "eval_samples_per_second": 4.767, "eval_steps_per_second": 0.298, "eval_wer": 32.384435962680236, "step": 2000 }, { "epoch": 2.59, "learning_rate": 1e-05, "loss": 0.2211, "step": 2025 }, { "epoch": 2.62, "learning_rate": 1e-05, "loss": 0.2282, "step": 2050 }, { "epoch": 2.65, "learning_rate": 1e-05, "loss": 0.2289, "step": 2075 }, { "epoch": 2.68, "learning_rate": 1e-05, "loss": 0.2126, "step": 2100 }, { "epoch": 2.71, "learning_rate": 1e-05, "loss": 0.2387, "step": 2125 }, { "epoch": 2.75, "learning_rate": 1e-05, "loss": 0.2226, "step": 2150 }, { "epoch": 2.78, "learning_rate": 1e-05, "loss": 0.2188, "step": 2175 }, { "epoch": 2.81, "learning_rate": 1e-05, "loss": 0.2133, "step": 2200 }, { "epoch": 2.84, "learning_rate": 1e-05, "loss": 0.2018, "step": 2225 }, { "epoch": 2.87, "learning_rate": 1e-05, "loss": 0.2216, "step": 2250 }, { "epoch": 2.91, "learning_rate": 1e-05, "loss": 0.2281, "step": 2275 }, { "epoch": 2.94, "learning_rate": 1e-05, "loss": 0.2426, "step": 2300 }, { "epoch": 2.97, "learning_rate": 1e-05, "loss": 0.237, "step": 2325 }, { "epoch": 3.0, "learning_rate": 1e-05, "loss": 0.224, "step": 2350 }, { "epoch": 3.03, "learning_rate": 1e-05, "loss": 0.1461, "step": 2375 }, { "epoch": 3.07, "learning_rate": 1e-05, "loss": 0.1451, "step": 2400 }, { "epoch": 3.1, "learning_rate": 1e-05, "loss": 0.1502, "step": 2425 }, { "epoch": 3.13, "learning_rate": 1e-05, "loss": 0.1541, "step": 2450 }, { "epoch": 3.16, "learning_rate": 1e-05, "loss": 0.1543, "step": 2475 }, { "epoch": 3.19, "learning_rate": 1e-05, "loss": 0.1283, "step": 2500 }, { "epoch": 3.19, "eval_loss": 0.4439845085144043, "eval_runtime": 1066.7958, "eval_samples_per_second": 4.799, "eval_steps_per_second": 0.3, "eval_wer": 32.00805767599661, "step": 2500 } ], "logging_steps": 25, "max_steps": 6000, "num_input_tokens_seen": 0, "num_train_epochs": 8, "save_steps": 500, "total_flos": 1.153735571939328e+19, "trial_name": null, "trial_params": null }