{ "best_metric": 3.3327760696411133, "best_model_checkpoint": "nrshoudi/hubert-xlarge-ll60k_arabic/checkpoint-1637", "epoch": 20.0, "eval_steps": 500, "global_step": 32740, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 4.987782529016494e-05, "loss": 13.7253, "step": 1637 }, { "epoch": 1.0, "eval_loss": 3.3327760696411133, "eval_per": 1.0, "eval_runtime": 121.8139, "eval_samples_per_second": 6.674, "eval_steps_per_second": 3.341, "eval_wer": 1.0, "step": 1637 }, { "epoch": 2.0, "learning_rate": 9.987782529016494e-05, "loss": 3.3354, "step": 3274 }, { "epoch": 2.0, "eval_loss": 3.2846710681915283, "eval_per": 1.0, "eval_runtime": 123.7338, "eval_samples_per_second": 6.571, "eval_steps_per_second": 3.289, "eval_wer": 1.0, "step": 3274 }, { "epoch": 3.0, "learning_rate": 9.44580194122039e-05, "loss": 3.304, "step": 4911 }, { "epoch": 3.0, "eval_loss": 3.2374837398529053, "eval_per": 1.0, "eval_runtime": 124.396, "eval_samples_per_second": 6.536, "eval_steps_per_second": 3.272, "eval_wer": 1.0, "step": 4911 }, { "epoch": 4.0, "learning_rate": 8.89058575985882e-05, "loss": 3.2655, "step": 6548 }, { "epoch": 4.0, "eval_loss": 3.2142696380615234, "eval_per": 1.0, "eval_runtime": 124.9199, "eval_samples_per_second": 6.508, "eval_steps_per_second": 3.258, "eval_wer": 1.0, "step": 6548 }, { "epoch": 5.0, "learning_rate": 8.335030204303264e-05, "loss": 3.2242, "step": 8185 }, { "epoch": 5.0, "eval_loss": 3.1873738765716553, "eval_per": 1.0, "eval_runtime": 125.5279, "eval_samples_per_second": 6.477, "eval_steps_per_second": 3.242, "eval_wer": 1.0, "step": 8185 }, { "epoch": 6.0, "learning_rate": 7.779814022941696e-05, "loss": 3.1556, "step": 9822 }, { "epoch": 6.0, "eval_loss": 3.0734314918518066, "eval_per": 1.0, "eval_runtime": 126.5196, "eval_samples_per_second": 6.426, "eval_steps_per_second": 3.217, "eval_wer": 1.0, "step": 9822 }, { "epoch": 7.0, "learning_rate": 7.22425846738614e-05, "loss": 3.0485, "step": 11459 }, { "epoch": 7.0, "eval_loss": 2.9547784328460693, "eval_per": 1.0, "eval_runtime": 127.0062, "eval_samples_per_second": 6.401, "eval_steps_per_second": 3.205, "eval_wer": 1.0, "step": 11459 }, { "epoch": 8.0, "learning_rate": 6.668702911830585e-05, "loss": 2.935, "step": 13096 }, { "epoch": 8.0, "eval_loss": 2.83778977394104, "eval_per": 0.9171063789691888, "eval_runtime": 127.5426, "eval_samples_per_second": 6.374, "eval_steps_per_second": 3.191, "eval_wer": 0.9043441743269096, "step": 13096 }, { "epoch": 9.0, "learning_rate": 6.113826104663001e-05, "loss": 2.8158, "step": 14733 }, { "epoch": 9.0, "eval_loss": 2.702333450317383, "eval_per": 0.9086733251672477, "eval_runtime": 127.7194, "eval_samples_per_second": 6.366, "eval_steps_per_second": 3.187, "eval_wer": 0.8971116606784565, "step": 14733 }, { "epoch": 10.0, "learning_rate": 5.558270549107446e-05, "loss": 2.7185, "step": 16370 }, { "epoch": 10.0, "eval_loss": 2.598202705383301, "eval_per": 0.8996749269763498, "eval_runtime": 127.815, "eval_samples_per_second": 6.361, "eval_steps_per_second": 3.184, "eval_wer": 0.8864728664084737, "step": 16370 }, { "epoch": 11.0, "learning_rate": 5.00271499355189e-05, "loss": 2.6406, "step": 18007 }, { "epoch": 11.0, "eval_loss": 2.5032498836517334, "eval_per": 0.857085649674927, "eval_runtime": 128.216, "eval_samples_per_second": 6.341, "eval_steps_per_second": 3.174, "eval_wer": 0.8452708693014792, "step": 18007 }, { "epoch": 12.0, "learning_rate": 4.4478381863843074e-05, "loss": 2.5721, "step": 19644 }, { "epoch": 12.0, "eval_loss": 2.4384822845458984, "eval_per": 0.8291011024215584, "eval_runtime": 128.477, "eval_samples_per_second": 6.328, "eval_steps_per_second": 3.168, "eval_wer": 0.8179273015724885, "step": 19644 }, { "epoch": 13.0, "learning_rate": 3.892622005022738e-05, "loss": 2.5136, "step": 21281 }, { "epoch": 13.0, "eval_loss": 2.381009578704834, "eval_per": 0.8097145010835768, "eval_runtime": 128.3969, "eval_samples_per_second": 6.332, "eval_steps_per_second": 3.17, "eval_wer": 0.7993560729783957, "step": 21281 }, { "epoch": 14.0, "learning_rate": 3.337405823661169e-05, "loss": 2.457, "step": 22918 }, { "epoch": 14.0, "eval_loss": 2.304086208343506, "eval_per": 0.7896212192593989, "eval_runtime": 128.5082, "eval_samples_per_second": 6.326, "eval_steps_per_second": 3.167, "eval_wer": 0.779151696141104, "step": 22918 }, { "epoch": 15.0, "learning_rate": 2.7818502681056137e-05, "loss": 2.4104, "step": 24555 }, { "epoch": 15.0, "eval_loss": 2.246638536453247, "eval_per": 0.7694808254028078, "eval_runtime": 128.3201, "eval_samples_per_second": 6.336, "eval_steps_per_second": 3.172, "eval_wer": 0.7587606737903038, "step": 24555 }, { "epoch": 16.0, "learning_rate": 2.2262947125500577e-05, "loss": 2.3711, "step": 26192 }, { "epoch": 16.0, "eval_loss": 2.2065765857696533, "eval_per": 0.7417318383115048, "eval_runtime": 128.1923, "eval_samples_per_second": 6.342, "eval_steps_per_second": 3.175, "eval_wer": 0.7321170267369698, "step": 26192 }, { "epoch": 17.0, "learning_rate": 1.6714179053824745e-05, "loss": 2.3365, "step": 27829 }, { "epoch": 17.0, "eval_loss": 2.1757304668426514, "eval_per": 0.7071987185527183, "eval_runtime": 128.7988, "eval_samples_per_second": 6.312, "eval_steps_per_second": 3.16, "eval_wer": 0.7002006439270216, "step": 27829 }, { "epoch": 18.0, "learning_rate": 1.1158623498269193e-05, "loss": 2.3109, "step": 29466 }, { "epoch": 18.0, "eval_loss": 2.141193389892578, "eval_per": 0.6828182417789503, "eval_runtime": 128.9306, "eval_samples_per_second": 6.306, "eval_steps_per_second": 3.157, "eval_wer": 0.6771499230087257, "step": 29466 }, { "epoch": 19.0, "learning_rate": 5.603067942713636e-06, "loss": 2.2857, "step": 31103 }, { "epoch": 19.0, "eval_loss": 2.1265432834625244, "eval_per": 0.6784603787807406, "eval_runtime": 129.2068, "eval_samples_per_second": 6.292, "eval_steps_per_second": 3.15, "eval_wer": 0.6722038169007513, "step": 31103 }, { "epoch": 20.0, "learning_rate": 5.090612909794339e-08, "loss": 2.2757, "step": 32740 }, { "epoch": 20.0, "eval_loss": 2.113328695297241, "eval_per": 0.670616225383963, "eval_runtime": 128.9922, "eval_samples_per_second": 6.303, "eval_steps_per_second": 3.155, "eval_wer": 0.6645980122252811, "step": 32740 }, { "epoch": 20.0, "step": 32740, "total_flos": 3.2217850292594e+19, "train_loss": 3.285075871508953, "train_runtime": 18041.7674, "train_samples_per_second": 3.628, "train_steps_per_second": 1.815 } ], "logging_steps": 25, "max_steps": 32740, "num_train_epochs": 20, "save_steps": 500, "total_flos": 3.2217850292594e+19, "trial_name": null, "trial_params": null }