{ "best_metric": 0.988673139158576, "best_model_checkpoint": "audio/train/checkpoint/hubert-large/superb_ks_42/checkpoint-9582", "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": 2.3518919944763184, "learning_rate": 3.1308703819661866e-05, "loss": 1.6086, "step": 1000 }, { "epoch": 1.0, "eval_accuracy": 0.9826419535157399, "eval_loss": 0.09663528203964233, "eval_runtime": 25.3736, "eval_samples_per_second": 267.916, "eval_steps_per_second": 1.064, "step": 1597 }, { "epoch": 1.2523481527864746, "grad_norm": 1.2851642370224, "learning_rate": 4.859806581785292e-05, "loss": 0.3782, "step": 2000 }, { "epoch": 1.878522229179712, "grad_norm": 0.9166728854179382, "learning_rate": 4.51193209490016e-05, "loss": 0.2065, "step": 3000 }, { "epoch": 2.0, "eval_accuracy": 0.9861724036481319, "eval_loss": 0.061149440705776215, "eval_runtime": 14.242, "eval_samples_per_second": 477.32, "eval_steps_per_second": 1.896, "step": 3194 }, { "epoch": 2.504696305572949, "grad_norm": 3.817800521850586, "learning_rate": 4.1640576080150286e-05, "loss": 0.1822, "step": 4000 }, { "epoch": 3.0, "eval_accuracy": 0.9879376287143278, "eval_loss": 0.05412260442972183, "eval_runtime": 14.4843, "eval_samples_per_second": 469.334, "eval_steps_per_second": 1.864, "step": 4791 }, { "epoch": 3.1308703819661865, "grad_norm": 0.46756044030189514, "learning_rate": 3.8161831211298965e-05, "loss": 0.1565, "step": 5000 }, { "epoch": 3.757044458359424, "grad_norm": 2.2845380306243896, "learning_rate": 3.468308634244764e-05, "loss": 0.1529, "step": 6000 }, { "epoch": 4.0, "eval_accuracy": 0.9869079140923801, "eval_loss": 0.05400605872273445, "eval_runtime": 14.6949, "eval_samples_per_second": 462.61, "eval_steps_per_second": 1.837, "step": 6388 }, { "epoch": 4.383218534752661, "grad_norm": 0.9110573530197144, "learning_rate": 3.120434147359633e-05, "loss": 0.1392, "step": 7000 }, { "epoch": 5.0, "eval_accuracy": 0.9864666078258312, "eval_loss": 0.0533934086561203, "eval_runtime": 14.5906, "eval_samples_per_second": 465.917, "eval_steps_per_second": 1.851, "step": 7985 }, { "epoch": 5.009392611145898, "grad_norm": 2.609574317932129, "learning_rate": 2.7725596604745007e-05, "loss": 0.1331, "step": 8000 }, { "epoch": 5.635566687539136, "grad_norm": 0.1722152829170227, "learning_rate": 2.4246851735893692e-05, "loss": 0.1307, "step": 9000 }, { "epoch": 6.0, "eval_accuracy": 0.988673139158576, "eval_loss": 0.046409524977207184, "eval_runtime": 14.6338, "eval_samples_per_second": 464.542, "eval_steps_per_second": 1.845, "step": 9582 }, { "epoch": 6.261740763932373, "grad_norm": 0.5856819152832031, "learning_rate": 2.076810686704237e-05, "loss": 0.1221, "step": 10000 }, { "epoch": 6.88791484032561, "grad_norm": 1.7293404340744019, "learning_rate": 1.7289361998191053e-05, "loss": 0.1171, "step": 11000 }, { "epoch": 7.0, "eval_accuracy": 0.9873492203589291, "eval_loss": 0.04979054629802704, "eval_runtime": 14.5666, "eval_samples_per_second": 466.685, "eval_steps_per_second": 1.854, "step": 11179 }, { "epoch": 7.514088916718848, "grad_norm": 0.8187317848205566, "learning_rate": 1.3810617129339735e-05, "loss": 0.1144, "step": 12000 }, { "epoch": 8.0, "eval_accuracy": 0.9883789349808767, "eval_loss": 0.04705435782670975, "eval_runtime": 14.1821, "eval_samples_per_second": 479.337, "eval_steps_per_second": 1.904, "step": 12776 }, { "epoch": 8.140262993112085, "grad_norm": 0.5122739672660828, "learning_rate": 1.0331872260488417e-05, "loss": 0.114, "step": 13000 }, { "epoch": 8.766437069505322, "grad_norm": 0.05307776853442192, "learning_rate": 6.853127391637097e-06, "loss": 0.1104, "step": 14000 }, { "epoch": 9.0, "eval_accuracy": 0.9879376287143278, "eval_loss": 0.045528609305620193, "eval_runtime": 14.768, "eval_samples_per_second": 460.319, "eval_steps_per_second": 1.828, "step": 14373 }, { "epoch": 9.39261114589856, "grad_norm": 2.4742355346679688, "learning_rate": 3.3743825227857787e-06, "loss": 0.1079, "step": 15000 }, { "epoch": 10.0, "eval_accuracy": 0.9885260370697264, "eval_loss": 0.04639420658349991, "eval_runtime": 14.1401, "eval_samples_per_second": 480.761, "eval_steps_per_second": 1.909, "step": 15970 }, { "epoch": 10.0, "step": 15970, "total_flos": 1.548536697520896e+19, "train_loss": 0.2424131767258617, "train_runtime": 3138.2662, "train_samples_per_second": 162.81, "train_steps_per_second": 5.089 } ], "logging_steps": 1000, "max_steps": 15970, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "total_flos": 1.548536697520896e+19, "train_batch_size": 32, "trial_name": null, "trial_params": null }