{ "best_metric": 0.9848484848484849, "best_model_checkpoint": "audio/train/checkpoint/whisper-small/superb_ks_42/checkpoint-11179", "epoch": 10.0, "eval_steps": 500, "global_step": 15970, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.6261740763932373, "grad_norm": 8.361194610595703, "learning_rate": 3.1308703819661866e-05, "loss": 0.3599, "step": 1000 }, { "epoch": 1.0, "eval_accuracy": 0.9707266843189173, "eval_loss": 0.15458986163139343, "eval_runtime": 143.1918, "eval_samples_per_second": 47.475, "eval_steps_per_second": 0.189, "step": 1597 }, { "epoch": 1.2523481527864746, "grad_norm": 0.06838619709014893, "learning_rate": 4.859806581785292e-05, "loss": 0.0958, "step": 2000 }, { "epoch": 1.878522229179712, "grad_norm": 6.442350387573242, "learning_rate": 4.51193209490016e-05, "loss": 0.0819, "step": 3000 }, { "epoch": 2.0, "eval_accuracy": 0.9761694616063548, "eval_loss": 0.09978443384170532, "eval_runtime": 138.5727, "eval_samples_per_second": 49.057, "eval_steps_per_second": 0.195, "step": 3194 }, { "epoch": 2.504696305572949, "grad_norm": 0.008366833440959454, "learning_rate": 4.1640576080150286e-05, "loss": 0.0635, "step": 4000 }, { "epoch": 3.0, "eval_accuracy": 0.979994115916446, "eval_loss": 0.10489170253276825, "eval_runtime": 138.2853, "eval_samples_per_second": 49.159, "eval_steps_per_second": 0.195, "step": 4791 }, { "epoch": 3.1308703819661865, "grad_norm": 0.06020672991871834, "learning_rate": 3.8161831211298965e-05, "loss": 0.0569, "step": 5000 }, { "epoch": 3.757044458359424, "grad_norm": 0.005801007151603699, "learning_rate": 3.468308634244764e-05, "loss": 0.0437, "step": 6000 }, { "epoch": 4.0, "eval_accuracy": 0.9796999117387467, "eval_loss": 0.0905165895819664, "eval_runtime": 138.7617, "eval_samples_per_second": 48.99, "eval_steps_per_second": 0.195, "step": 6388 }, { "epoch": 4.383218534752661, "grad_norm": 1.9717774391174316, "learning_rate": 3.120434147359633e-05, "loss": 0.0411, "step": 7000 }, { "epoch": 5.0, "eval_accuracy": 0.980876728449544, "eval_loss": 0.08979170769453049, "eval_runtime": 138.2656, "eval_samples_per_second": 49.166, "eval_steps_per_second": 0.195, "step": 7985 }, { "epoch": 5.009392611145898, "grad_norm": 0.09022530913352966, "learning_rate": 2.7725596604745007e-05, "loss": 0.0386, "step": 8000 }, { "epoch": 5.635566687539136, "grad_norm": 0.003507192712277174, "learning_rate": 2.4246851735893692e-05, "loss": 0.0283, "step": 9000 }, { "epoch": 6.0, "eval_accuracy": 0.9811709326272433, "eval_loss": 0.10055801272392273, "eval_runtime": 139.0437, "eval_samples_per_second": 48.891, "eval_steps_per_second": 0.194, "step": 9582 }, { "epoch": 6.261740763932373, "grad_norm": 0.6481895446777344, "learning_rate": 2.076810686704237e-05, "loss": 0.0322, "step": 10000 }, { "epoch": 6.88791484032561, "grad_norm": 15.71690559387207, "learning_rate": 1.7289361998191053e-05, "loss": 0.0229, "step": 11000 }, { "epoch": 7.0, "eval_accuracy": 0.9848484848484849, "eval_loss": 0.09762121737003326, "eval_runtime": 138.2722, "eval_samples_per_second": 49.164, "eval_steps_per_second": 0.195, "step": 11179 }, { "epoch": 7.514088916718848, "grad_norm": 0.0020187441259622574, "learning_rate": 1.3810617129339735e-05, "loss": 0.0186, "step": 12000 }, { "epoch": 8.0, "eval_accuracy": 0.9824948514268903, "eval_loss": 0.11428509652614594, "eval_runtime": 139.2486, "eval_samples_per_second": 48.819, "eval_steps_per_second": 0.194, "step": 12776 }, { "epoch": 8.140262993112085, "grad_norm": 0.6445852518081665, "learning_rate": 1.0331872260488417e-05, "loss": 0.0159, "step": 13000 }, { "epoch": 8.766437069505322, "grad_norm": 0.003636428155004978, "learning_rate": 6.853127391637097e-06, "loss": 0.0094, "step": 14000 }, { "epoch": 9.0, "eval_accuracy": 0.9835245660488379, "eval_loss": 0.11361410468816757, "eval_runtime": 139.9155, "eval_samples_per_second": 48.586, "eval_steps_per_second": 0.193, "step": 14373 }, { "epoch": 9.39261114589856, "grad_norm": 0.0017493839841336012, "learning_rate": 3.3743825227857787e-06, "loss": 0.0066, "step": 15000 }, { "epoch": 10.0, "eval_accuracy": 0.9833774639599883, "eval_loss": 0.11724763363599777, "eval_runtime": 138.7939, "eval_samples_per_second": 48.979, "eval_steps_per_second": 0.195, "step": 15970 }, { "epoch": 10.0, "step": 15970, "total_flos": 6.415922957241599e+19, "train_loss": 0.057567716346506634, "train_runtime": 27132.3161, "train_samples_per_second": 18.831, "train_steps_per_second": 0.589 } ], "logging_steps": 1000, "max_steps": 15970, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "total_flos": 6.415922957241599e+19, "train_batch_size": 32, "trial_name": null, "trial_params": null }