{ "best_metric": 34.55136995509666, "best_model_checkpoint": "drive/MyDrive/whisper-base-sv/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": 0.06, "learning_rate": 9.400000000000001e-07, "loss": 2.5457, "step": 50 }, { "epoch": 0.13, "learning_rate": 1.9200000000000003e-06, "loss": 1.8539, "step": 100 }, { "epoch": 0.19, "learning_rate": 2.92e-06, "loss": 0.9435, "step": 150 }, { "epoch": 0.26, "learning_rate": 3.920000000000001e-06, "loss": 0.6976, "step": 200 }, { "epoch": 0.32, "learning_rate": 4.92e-06, "loss": 0.6091, "step": 250 }, { "epoch": 0.32, "eval_loss": 0.6114889979362488, "eval_runtime": 1063.3892, "eval_samples_per_second": 4.767, "eval_steps_per_second": 0.596, "eval_wer": 42.31668952165847, "step": 250 }, { "epoch": 0.39, "learning_rate": 5.92e-06, "loss": 0.5908, "step": 300 }, { "epoch": 0.45, "learning_rate": 6.92e-06, "loss": 0.5695, "step": 350 }, { "epoch": 0.52, "learning_rate": 7.92e-06, "loss": 0.5481, "step": 400 }, { "epoch": 0.58, "learning_rate": 8.920000000000001e-06, "loss": 0.536, "step": 450 }, { "epoch": 0.65, "learning_rate": 9.920000000000002e-06, "loss": 0.5032, "step": 500 }, { "epoch": 0.65, "eval_loss": 0.5396197438240051, "eval_runtime": 1082.4366, "eval_samples_per_second": 4.683, "eval_steps_per_second": 0.586, "eval_wer": 39.05245892823533, "step": 500 }, { "epoch": 0.71, "learning_rate": 9.86857142857143e-06, "loss": 0.5107, "step": 550 }, { "epoch": 0.78, "learning_rate": 9.725714285714287e-06, "loss": 0.5179, "step": 600 }, { "epoch": 0.84, "learning_rate": 9.582857142857143e-06, "loss": 0.507, "step": 650 }, { "epoch": 0.91, "learning_rate": 9.440000000000001e-06, "loss": 0.4837, "step": 700 }, { "epoch": 0.97, "learning_rate": 9.297142857142857e-06, "loss": 0.4776, "step": 750 }, { "epoch": 0.97, "eval_loss": 0.5054066181182861, "eval_runtime": 1083.7563, "eval_samples_per_second": 4.677, "eval_steps_per_second": 0.585, "eval_wer": 37.20254900379124, "step": 750 }, { "epoch": 1.03, "learning_rate": 9.154285714285715e-06, "loss": 0.3998, "step": 800 }, { "epoch": 1.1, "learning_rate": 9.011428571428572e-06, "loss": 0.3516, "step": 850 }, { "epoch": 1.16, "learning_rate": 8.86857142857143e-06, "loss": 0.3336, "step": 900 }, { "epoch": 1.23, "learning_rate": 8.725714285714286e-06, "loss": 0.3486, "step": 950 }, { "epoch": 1.29, "learning_rate": 8.582857142857144e-06, "loss": 0.3391, "step": 1000 }, { "epoch": 1.29, "eval_loss": 0.4857306182384491, "eval_runtime": 1083.0435, "eval_samples_per_second": 4.68, "eval_steps_per_second": 0.585, "eval_wer": 35.86620418918556, "step": 1000 }, { "epoch": 1.36, "learning_rate": 8.44e-06, "loss": 0.3365, "step": 1050 }, { "epoch": 1.42, "learning_rate": 8.297142857142859e-06, "loss": 0.3378, "step": 1100 }, { "epoch": 1.49, "learning_rate": 8.154285714285715e-06, "loss": 0.328, "step": 1150 }, { "epoch": 1.55, "learning_rate": 8.011428571428573e-06, "loss": 0.3432, "step": 1200 }, { "epoch": 1.62, "learning_rate": 7.86857142857143e-06, "loss": 0.335, "step": 1250 }, { "epoch": 1.62, "eval_loss": 0.4708064794540405, "eval_runtime": 1085.5679, "eval_samples_per_second": 4.669, "eval_steps_per_second": 0.584, "eval_wer": 35.80705009276438, "step": 1250 }, { "epoch": 1.68, "learning_rate": 7.725714285714286e-06, "loss": 0.3286, "step": 1300 }, { "epoch": 1.75, "learning_rate": 7.5828571428571444e-06, "loss": 0.3185, "step": 1350 }, { "epoch": 1.81, "learning_rate": 7.440000000000001e-06, "loss": 0.3337, "step": 1400 }, { "epoch": 1.88, "learning_rate": 7.297142857142858e-06, "loss": 0.3045, "step": 1450 }, { "epoch": 1.94, "learning_rate": 7.154285714285715e-06, "loss": 0.3239, "step": 1500 }, { "epoch": 1.94, "eval_loss": 0.45699021220207214, "eval_runtime": 1186.6678, "eval_samples_per_second": 4.272, "eval_steps_per_second": 0.534, "eval_wer": 34.75303164744158, "step": 1500 }, { "epoch": 2.26, "learning_rate": 6.440000000000001e-06, "loss": 0.2205, "step": 1750 }, { "epoch": 2.59, "learning_rate": 5.725714285714287e-06, "loss": 0.1952, "step": 2000 }, { "epoch": 2.59, "eval_loss": 0.4576089084148407, "eval_runtime": 1097.6955, "eval_samples_per_second": 4.618, "eval_steps_per_second": 0.578, "eval_wer": 34.55136995509666, "step": 2000 } ], "max_steps": 4000, "num_train_epochs": 6, "total_flos": 2.07448211718144e+18, "trial_name": null, "trial_params": null }