{ "best_metric": 0.3142523364485981, "best_model_checkpoint": "/content/drive/MyDrive/wav2vec2-large-xlsr-persian-asr-shemo_sm95/checkpoint-900", "epoch": 6.25, "eval_steps": 100, "global_step": 1000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.62, "learning_rate": 2.0000000000000003e-06, "loss": 0.7062, "step": 100 }, { "epoch": 0.62, "eval_loss": 0.6594027876853943, "eval_runtime": 34.2834, "eval_samples_per_second": 8.284, "eval_steps_per_second": 1.05, "eval_wer": 0.31600467289719625, "step": 100 }, { "epoch": 1.25, "learning_rate": 3.96e-06, "loss": 0.7111, "step": 200 }, { "epoch": 1.25, "eval_loss": 0.6545001864433289, "eval_runtime": 34.16, "eval_samples_per_second": 8.314, "eval_steps_per_second": 1.054, "eval_wer": 0.3177570093457944, "step": 200 }, { "epoch": 1.88, "learning_rate": 5.9600000000000005e-06, "loss": 0.7094, "step": 300 }, { "epoch": 1.88, "eval_loss": 0.6424959301948547, "eval_runtime": 33.6744, "eval_samples_per_second": 8.434, "eval_steps_per_second": 1.069, "eval_wer": 0.32184579439252337, "step": 300 }, { "epoch": 2.5, "learning_rate": 7.960000000000002e-06, "loss": 0.649, "step": 400 }, { "epoch": 2.5, "eval_loss": 0.6548773646354675, "eval_runtime": 36.0564, "eval_samples_per_second": 7.877, "eval_steps_per_second": 0.998, "eval_wer": 0.31863317757009346, "step": 400 }, { "epoch": 3.12, "learning_rate": 9.960000000000001e-06, "loss": 0.6436, "step": 500 }, { "epoch": 3.12, "eval_loss": 0.6656894683837891, "eval_runtime": 33.8076, "eval_samples_per_second": 8.4, "eval_steps_per_second": 1.065, "eval_wer": 0.31542056074766356, "step": 500 }, { "epoch": 3.75, "learning_rate": 8.040000000000001e-06, "loss": 0.6541, "step": 600 }, { "epoch": 3.75, "eval_loss": 0.6529704332351685, "eval_runtime": 34.802, "eval_samples_per_second": 8.16, "eval_steps_per_second": 1.034, "eval_wer": 0.3171728971962617, "step": 600 }, { "epoch": 4.38, "learning_rate": 6.040000000000001e-06, "loss": 0.6317, "step": 700 }, { "epoch": 4.38, "eval_loss": 0.6600654125213623, "eval_runtime": 34.964, "eval_samples_per_second": 8.123, "eval_steps_per_second": 1.03, "eval_wer": 0.3151285046728972, "step": 700 }, { "epoch": 5.0, "learning_rate": 4.060000000000001e-06, "loss": 0.6405, "step": 800 }, { "epoch": 5.0, "eval_loss": 0.658935010433197, "eval_runtime": 34.6058, "eval_samples_per_second": 8.207, "eval_steps_per_second": 1.04, "eval_wer": 0.3180490654205608, "step": 800 }, { "epoch": 5.62, "learning_rate": 2.06e-06, "loss": 0.6284, "step": 900 }, { "epoch": 5.62, "eval_loss": 0.6640745401382446, "eval_runtime": 35.8838, "eval_samples_per_second": 7.914, "eval_steps_per_second": 1.003, "eval_wer": 0.3142523364485981, "step": 900 }, { "epoch": 6.25, "learning_rate": 6.000000000000001e-08, "loss": 0.6287, "step": 1000 }, { "epoch": 6.25, "eval_loss": 0.662032425403595, "eval_runtime": 34.5828, "eval_samples_per_second": 8.212, "eval_steps_per_second": 1.041, "eval_wer": 0.3151285046728972, "step": 1000 }, { "epoch": 6.25, "step": 1000, "total_flos": 4.798362622332561e+18, "train_loss": 0.6602616081237793, "train_runtime": 4840.2702, "train_samples_per_second": 3.306, "train_steps_per_second": 0.207 } ], "logging_steps": 100, "max_steps": 1000, "num_train_epochs": 7, "save_steps": 100, "total_flos": 4.798362622332561e+18, "trial_name": null, "trial_params": null }