{ "best_metric": 0.31366822429906543, "best_model_checkpoint": "/content/drive/MyDrive/wav2vec2-large-xlsr-persian-asr-shemo_sm95/checkpoint-1000", "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": 0.7624, "step": 100 }, { "epoch": 0.62, "eval_loss": 0.6707654595375061, "eval_runtime": 34.4464, "eval_samples_per_second": 8.245, "eval_steps_per_second": 1.045, "eval_wer": 0.3235981308411215, "step": 100 }, { "epoch": 1.25, "learning_rate": 3.980000000000001e-06, "loss": 0.78, "step": 200 }, { "epoch": 1.25, "eval_loss": 0.6667919754981995, "eval_runtime": 33.8693, "eval_samples_per_second": 8.385, "eval_steps_per_second": 1.063, "eval_wer": 0.3244742990654206, "step": 200 }, { "epoch": 1.88, "learning_rate": 5.98e-06, "loss": 0.7856, "step": 300 }, { "epoch": 1.88, "eval_loss": 0.6599859595298767, "eval_runtime": 34.4905, "eval_samples_per_second": 8.234, "eval_steps_per_second": 1.044, "eval_wer": 0.32739485981308414, "step": 300 }, { "epoch": 2.5, "learning_rate": 7.980000000000002e-06, "loss": 0.7239, "step": 400 }, { "epoch": 2.5, "eval_loss": 0.6671751141548157, "eval_runtime": 33.9261, "eval_samples_per_second": 8.371, "eval_steps_per_second": 1.061, "eval_wer": 0.32330607476635514, "step": 400 }, { "epoch": 3.12, "learning_rate": 9.960000000000001e-06, "loss": 0.7311, "step": 500 }, { "epoch": 3.12, "eval_loss": 0.6747905611991882, "eval_runtime": 34.5601, "eval_samples_per_second": 8.218, "eval_steps_per_second": 1.042, "eval_wer": 0.3142523364485981, "step": 500 }, { "epoch": 3.75, "learning_rate": 8.040000000000001e-06, "loss": 0.7408, "step": 600 }, { "epoch": 3.75, "eval_loss": 0.651818037033081, "eval_runtime": 33.8044, "eval_samples_per_second": 8.401, "eval_steps_per_second": 1.065, "eval_wer": 0.3247663551401869, "step": 600 }, { "epoch": 4.38, "learning_rate": 6.040000000000001e-06, "loss": 0.713, "step": 700 }, { "epoch": 4.38, "eval_loss": 0.6586844325065613, "eval_runtime": 34.0097, "eval_samples_per_second": 8.351, "eval_steps_per_second": 1.059, "eval_wer": 0.3177570093457944, "step": 700 }, { "epoch": 5.0, "learning_rate": 4.04e-06, "loss": 0.7068, "step": 800 }, { "epoch": 5.0, "eval_loss": 0.659990131855011, "eval_runtime": 33.9629, "eval_samples_per_second": 8.362, "eval_steps_per_second": 1.06, "eval_wer": 0.3171728971962617, "step": 800 }, { "epoch": 5.62, "learning_rate": 2.04e-06, "loss": 0.6938, "step": 900 }, { "epoch": 5.62, "eval_loss": 0.6598456501960754, "eval_runtime": 34.354, "eval_samples_per_second": 8.267, "eval_steps_per_second": 1.048, "eval_wer": 0.3157126168224299, "step": 900 }, { "epoch": 6.25, "learning_rate": 4e-08, "loss": 0.6809, "step": 1000 }, { "epoch": 6.25, "eval_loss": 0.6591429114341736, "eval_runtime": 33.6087, "eval_samples_per_second": 8.45, "eval_steps_per_second": 1.071, "eval_wer": 0.31366822429906543, "step": 1000 }, { "epoch": 6.25, "step": 1000, "total_flos": 4.798362622332561e+18, "train_loss": 0.7318317260742188, "train_runtime": 4802.1983, "train_samples_per_second": 3.332, "train_steps_per_second": 0.208 } ], "logging_steps": 100, "max_steps": 1000, "num_train_epochs": 7, "save_steps": 100, "total_flos": 4.798362622332561e+18, "trial_name": null, "trial_params": null }