{ "best_metric": 0.7735137939453125, "best_model_checkpoint": "kurosekurose/wav2vec2-base-EMOPIA/checkpoint-348", "epoch": 14.994285714285715, "global_step": 870, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.99, "learning_rate": 1.9333333333333336e-06, "loss": 1.3867, "step": 58 }, { "epoch": 0.99, "eval_accuracy": 0.3285714387893677, "eval_loss": 1.3517659902572632, "eval_runtime": 46.5999, "eval_samples_per_second": 1.502, "eval_steps_per_second": 0.386, "step": 58 }, { "epoch": 1.99, "learning_rate": 3.866666666666667e-06, "loss": 1.2842, "step": 116 }, { "epoch": 1.99, "eval_accuracy": 0.4571428596973419, "eval_loss": 1.18719482421875, "eval_runtime": 46.74, "eval_samples_per_second": 1.498, "eval_steps_per_second": 0.385, "step": 116 }, { "epoch": 2.99, "learning_rate": 5.8e-06, "loss": 1.0725, "step": 174 }, { "epoch": 2.99, "eval_accuracy": 0.5571428537368774, "eval_loss": 1.0476346015930176, "eval_runtime": 46.9576, "eval_samples_per_second": 1.491, "eval_steps_per_second": 0.383, "step": 174 }, { "epoch": 3.99, "learning_rate": 7.733333333333334e-06, "loss": 0.9343, "step": 232 }, { "epoch": 3.99, "eval_accuracy": 0.5714285969734192, "eval_loss": 0.9676682949066162, "eval_runtime": 46.68, "eval_samples_per_second": 1.5, "eval_steps_per_second": 0.386, "step": 232 }, { "epoch": 4.99, "learning_rate": 9.666666666666667e-06, "loss": 0.8053, "step": 290 }, { "epoch": 4.99, "eval_accuracy": 0.6142857074737549, "eval_loss": 0.9524909257888794, "eval_runtime": 46.7102, "eval_samples_per_second": 1.499, "eval_steps_per_second": 0.385, "step": 290 }, { "epoch": 5.99, "learning_rate": 9.157894736842105e-06, "loss": 0.7895, "step": 348 }, { "epoch": 5.99, "eval_accuracy": 0.6857143044471741, "eval_loss": 0.7735137939453125, "eval_runtime": 46.9896, "eval_samples_per_second": 1.49, "eval_steps_per_second": 0.383, "step": 348 }, { "epoch": 6.99, "learning_rate": 8.140350877192983e-06, "loss": 0.6867, "step": 406 }, { "epoch": 6.99, "eval_accuracy": 0.6428571343421936, "eval_loss": 0.8555552363395691, "eval_runtime": 46.718, "eval_samples_per_second": 1.498, "eval_steps_per_second": 0.385, "step": 406 }, { "epoch": 7.99, "learning_rate": 7.140350877192983e-06, "loss": 0.6218, "step": 464 }, { "epoch": 7.99, "eval_accuracy": 0.6714285612106323, "eval_loss": 0.8454030156135559, "eval_runtime": 46.4466, "eval_samples_per_second": 1.507, "eval_steps_per_second": 0.388, "step": 464 }, { "epoch": 8.99, "learning_rate": 6.140350877192983e-06, "loss": 0.558, "step": 522 }, { "epoch": 8.99, "eval_accuracy": 0.6571428775787354, "eval_loss": 0.8404667973518372, "eval_runtime": 46.7611, "eval_samples_per_second": 1.497, "eval_steps_per_second": 0.385, "step": 522 }, { "epoch": 9.99, "learning_rate": 5.12280701754386e-06, "loss": 0.5033, "step": 580 }, { "epoch": 9.99, "eval_accuracy": 0.6285714507102966, "eval_loss": 1.0190438032150269, "eval_runtime": 47.1353, "eval_samples_per_second": 1.485, "eval_steps_per_second": 0.382, "step": 580 }, { "epoch": 10.99, "learning_rate": 4.105263157894737e-06, "loss": 0.4403, "step": 638 }, { "epoch": 10.99, "eval_accuracy": 0.699999988079071, "eval_loss": 0.82489013671875, "eval_runtime": 46.7633, "eval_samples_per_second": 1.497, "eval_steps_per_second": 0.385, "step": 638 }, { "epoch": 11.99, "learning_rate": 3.0877192982456146e-06, "loss": 0.3995, "step": 696 }, { "epoch": 11.99, "eval_accuracy": 0.7142857313156128, "eval_loss": 0.8996997475624084, "eval_runtime": 46.7333, "eval_samples_per_second": 1.498, "eval_steps_per_second": 0.385, "step": 696 }, { "epoch": 12.99, "learning_rate": 2.0701754385964913e-06, "loss": 0.3534, "step": 754 }, { "epoch": 12.99, "eval_accuracy": 0.699999988079071, "eval_loss": 0.9177280068397522, "eval_runtime": 46.7502, "eval_samples_per_second": 1.497, "eval_steps_per_second": 0.385, "step": 754 }, { "epoch": 13.99, "learning_rate": 1.0526315789473685e-06, "loss": 0.3023, "step": 812 }, { "epoch": 13.99, "eval_accuracy": 0.6571428775787354, "eval_loss": 0.9544177651405334, "eval_runtime": 46.7592, "eval_samples_per_second": 1.497, "eval_steps_per_second": 0.385, "step": 812 }, { "epoch": 14.99, "learning_rate": 3.508771929824562e-08, "loss": 0.2752, "step": 870 }, { "epoch": 14.99, "eval_accuracy": 0.699999988079071, "eval_loss": 0.9346058964729309, "eval_runtime": 46.4397, "eval_samples_per_second": 1.507, "eval_steps_per_second": 0.388, "step": 870 }, { "epoch": 14.99, "step": 870, "total_flos": 4.99147314409986e+18, "train_loss": 0.6941862314596944, "train_runtime": 20182.4464, "train_samples_per_second": 0.52, "train_steps_per_second": 0.043 } ], "max_steps": 870, "num_train_epochs": 15, "total_flos": 4.99147314409986e+18, "trial_name": null, "trial_params": null }