{ "best_metric": 27.0875, "best_model_checkpoint": "./whisper-large-v2-with-google-fleurs-ar/checkpoint-750", "epoch": 3.802281368821293, "global_step": 1000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1, "learning_rate": 4.0000000000000003e-07, "loss": 1.2614, "step": 25 }, { "epoch": 0.19, "learning_rate": 9.000000000000001e-07, "loss": 0.8943, "step": 50 }, { "epoch": 0.29, "learning_rate": 1.4000000000000001e-06, "loss": 0.5812, "step": 75 }, { "epoch": 0.38, "learning_rate": 1.8800000000000002e-06, "loss": 0.4916, "step": 100 }, { "epoch": 0.48, "learning_rate": 2.38e-06, "loss": 0.4206, "step": 125 }, { "epoch": 0.57, "learning_rate": 2.86e-06, "loss": 0.3381, "step": 150 }, { "epoch": 0.67, "learning_rate": 3.3600000000000004e-06, "loss": 0.2693, "step": 175 }, { "epoch": 0.76, "learning_rate": 3.86e-06, "loss": 0.2596, "step": 200 }, { "epoch": 0.86, "learning_rate": 4.360000000000001e-06, "loss": 0.2374, "step": 225 }, { "epoch": 0.95, "learning_rate": 4.86e-06, "loss": 0.258, "step": 250 }, { "epoch": 0.95, "eval_loss": 0.22044143080711365, "eval_runtime": 377.2375, "eval_samples_per_second": 1.135, "eval_steps_per_second": 0.143, "eval_wer": 49.675000000000004, "step": 250 }, { "epoch": 1.05, "learning_rate": 5.36e-06, "loss": 0.2108, "step": 275 }, { "epoch": 1.14, "learning_rate": 5.86e-06, "loss": 0.1385, "step": 300 }, { "epoch": 1.24, "learning_rate": 6.360000000000001e-06, "loss": 0.1565, "step": 325 }, { "epoch": 1.33, "learning_rate": 6.860000000000001e-06, "loss": 0.1777, "step": 350 }, { "epoch": 1.43, "learning_rate": 7.360000000000001e-06, "loss": 0.1401, "step": 375 }, { "epoch": 1.52, "learning_rate": 7.860000000000001e-06, "loss": 0.1584, "step": 400 }, { "epoch": 1.62, "learning_rate": 8.36e-06, "loss": 0.1569, "step": 425 }, { "epoch": 1.71, "learning_rate": 8.860000000000002e-06, "loss": 0.1836, "step": 450 }, { "epoch": 1.81, "learning_rate": 9.360000000000002e-06, "loss": 0.182, "step": 475 }, { "epoch": 1.9, "learning_rate": 9.86e-06, "loss": 0.1762, "step": 500 }, { "epoch": 1.9, "eval_loss": 0.24587205052375793, "eval_runtime": 397.383, "eval_samples_per_second": 1.077, "eval_steps_per_second": 0.136, "eval_wer": 29.562500000000004, "step": 500 }, { "epoch": 2.0, "learning_rate": 9.640000000000001e-06, "loss": 0.1894, "step": 525 }, { "epoch": 2.09, "learning_rate": 9.14e-06, "loss": 0.0819, "step": 550 }, { "epoch": 2.19, "learning_rate": 8.64e-06, "loss": 0.0843, "step": 575 }, { "epoch": 2.28, "learning_rate": 8.14e-06, "loss": 0.0843, "step": 600 }, { "epoch": 2.38, "learning_rate": 7.640000000000001e-06, "loss": 0.0823, "step": 625 }, { "epoch": 2.47, "learning_rate": 7.14e-06, "loss": 0.0783, "step": 650 }, { "epoch": 2.57, "learning_rate": 6.640000000000001e-06, "loss": 0.08, "step": 675 }, { "epoch": 2.66, "learning_rate": 6.1400000000000005e-06, "loss": 0.07, "step": 700 }, { "epoch": 2.76, "learning_rate": 5.64e-06, "loss": 0.0798, "step": 725 }, { "epoch": 2.85, "learning_rate": 5.140000000000001e-06, "loss": 0.0578, "step": 750 }, { "epoch": 2.85, "eval_loss": 0.24375540018081665, "eval_runtime": 398.6003, "eval_samples_per_second": 1.074, "eval_steps_per_second": 0.135, "eval_wer": 27.0875, "step": 750 }, { "epoch": 2.95, "learning_rate": 4.6400000000000005e-06, "loss": 0.0559, "step": 775 }, { "epoch": 3.04, "learning_rate": 4.14e-06, "loss": 0.0408, "step": 800 }, { "epoch": 3.14, "learning_rate": 3.6400000000000003e-06, "loss": 0.0289, "step": 825 }, { "epoch": 3.23, "learning_rate": 3.1400000000000004e-06, "loss": 0.0238, "step": 850 }, { "epoch": 3.33, "learning_rate": 2.64e-06, "loss": 0.0167, "step": 875 }, { "epoch": 3.42, "learning_rate": 2.1400000000000003e-06, "loss": 0.0171, "step": 900 }, { "epoch": 3.52, "learning_rate": 1.6400000000000002e-06, "loss": 0.0219, "step": 925 }, { "epoch": 3.61, "learning_rate": 1.14e-06, "loss": 0.0147, "step": 950 }, { "epoch": 3.71, "learning_rate": 6.4e-07, "loss": 0.0211, "step": 975 }, { "epoch": 3.8, "learning_rate": 1.4e-07, "loss": 0.0186, "step": 1000 }, { "epoch": 3.8, "eval_loss": 0.2395983189344406, "eval_runtime": 444.9144, "eval_samples_per_second": 0.962, "eval_steps_per_second": 0.121, "eval_wer": 34.65, "step": 1000 } ], "max_steps": 1000, "num_train_epochs": 4, "total_flos": 1.69853681664e+19, "trial_name": null, "trial_params": null }