| { | |
| "best_global_step": 1500, | |
| "best_metric": 0.33901429176330566, | |
| "best_model_checkpoint": "./stt/checkpoint-1500", | |
| "epoch": 1.854140914709518, | |
| "eval_steps": 500, | |
| "global_step": 1500, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.12360939431396786, | |
| "grad_norm": 10.66793155670166, | |
| "learning_rate": 9.999173944549022e-06, | |
| "loss": 1.6423, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.24721878862793573, | |
| "grad_norm": 8.940858840942383, | |
| "learning_rate": 9.991680624320292e-06, | |
| "loss": 0.5818, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.37082818294190356, | |
| "grad_norm": 7.630367755889893, | |
| "learning_rate": 9.976393387344834e-06, | |
| "loss": 0.4997, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.49443757725587145, | |
| "grad_norm": 8.54523754119873, | |
| "learning_rate": 9.953336102828482e-06, | |
| "loss": 0.4622, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.6180469715698393, | |
| "grad_norm": 8.749971389770508, | |
| "learning_rate": 9.922544771983945e-06, | |
| "loss": 0.4135, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.6180469715698393, | |
| "eval_loss": 0.4068942070007324, | |
| "eval_runtime": 1305.4198, | |
| "eval_samples_per_second": 2.477, | |
| "eval_steps_per_second": 0.156, | |
| "eval_wer": 21.631878557874764, | |
| "eval_wer_ortho": 29.911516425399192, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.7416563658838071, | |
| "grad_norm": 7.349922180175781, | |
| "learning_rate": 9.884067471819184e-06, | |
| "loss": 0.3882, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.865265760197775, | |
| "grad_norm": 8.007939338684082, | |
| "learning_rate": 9.837964280070878e-06, | |
| "loss": 0.3613, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.9888751545117429, | |
| "grad_norm": 7.204431056976318, | |
| "learning_rate": 9.784307181400159e-06, | |
| "loss": 0.3561, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.1124845488257107, | |
| "grad_norm": 6.045726776123047, | |
| "learning_rate": 9.723179954997127e-06, | |
| "loss": 0.2156, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.2360939431396787, | |
| "grad_norm": 5.328393459320068, | |
| "learning_rate": 9.654678043769566e-06, | |
| "loss": 0.2036, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.2360939431396787, | |
| "eval_loss": 0.35839423537254333, | |
| "eval_runtime": 1301.6256, | |
| "eval_samples_per_second": 2.484, | |
| "eval_steps_per_second": 0.156, | |
| "eval_wer": 18.355245323936025, | |
| "eval_wer_ortho": 25.873817676373868, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.3597033374536465, | |
| "grad_norm": 6.864717960357666, | |
| "learning_rate": 9.578908405320196e-06, | |
| "loss": 0.2019, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.4833127317676142, | |
| "grad_norm": 5.546298027038574, | |
| "learning_rate": 9.495989344945056e-06, | |
| "loss": 0.211, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.6069221260815822, | |
| "grad_norm": 4.569760322570801, | |
| "learning_rate": 9.406050330913839e-06, | |
| "loss": 0.196, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 1.73053152039555, | |
| "grad_norm": 6.44041109085083, | |
| "learning_rate": 9.309231792320548e-06, | |
| "loss": 0.2003, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 1.854140914709518, | |
| "grad_norm": 6.337347507476807, | |
| "learning_rate": 9.205684899820146e-06, | |
| "loss": 0.1899, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 1.854140914709518, | |
| "eval_loss": 0.33901429176330566, | |
| "eval_runtime": 1299.601, | |
| "eval_samples_per_second": 2.488, | |
| "eval_steps_per_second": 0.156, | |
| "eval_wer": 16.481431282190297, | |
| "eval_wer_ortho": 24.09397565854155, | |
| "step": 1500 | |
| } | |
| ], | |
| "logging_steps": 100, | |
| "max_steps": 8000, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 10, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.448022931177472e+19, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |