|
{ |
|
"best_metric": 0.7472527472527473, |
|
"best_model_checkpoint": "wav2vec2-base-wakeword/checkpoint-179", |
|
"epoch": 4.916201117318436, |
|
"eval_steps": 500, |
|
"global_step": 220, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.22346368715083798, |
|
"grad_norm": 1.7972055673599243, |
|
"learning_rate": 1.3636363636363637e-05, |
|
"loss": 8.6174, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.44692737430167595, |
|
"grad_norm": 3.6899046897888184, |
|
"learning_rate": 2.7272727272727273e-05, |
|
"loss": 8.3156, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.6703910614525139, |
|
"grad_norm": 4.899014949798584, |
|
"learning_rate": 2.8787878787878788e-05, |
|
"loss": 7.6827, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.8938547486033519, |
|
"grad_norm": 5.642251014709473, |
|
"learning_rate": 2.7272727272727273e-05, |
|
"loss": 7.269, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.9832402234636871, |
|
"eval_accuracy": 0.5274725274725275, |
|
"eval_loss": 6.90291690826416, |
|
"eval_runtime": 20.6201, |
|
"eval_samples_per_second": 61.784, |
|
"eval_steps_per_second": 1.94, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 1.1173184357541899, |
|
"grad_norm": 6.348006248474121, |
|
"learning_rate": 2.575757575757576e-05, |
|
"loss": 6.9601, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.3407821229050279, |
|
"grad_norm": 6.931854248046875, |
|
"learning_rate": 2.4242424242424244e-05, |
|
"loss": 6.6727, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.564245810055866, |
|
"grad_norm": 7.51934814453125, |
|
"learning_rate": 2.272727272727273e-05, |
|
"loss": 6.3984, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.7877094972067038, |
|
"grad_norm": 8.076024055480957, |
|
"learning_rate": 2.121212121212121e-05, |
|
"loss": 6.1201, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.988826815642458, |
|
"eval_accuracy": 0.5572998430141287, |
|
"eval_loss": 5.679985046386719, |
|
"eval_runtime": 21.9537, |
|
"eval_samples_per_second": 58.031, |
|
"eval_steps_per_second": 1.822, |
|
"step": 89 |
|
}, |
|
{ |
|
"epoch": 2.011173184357542, |
|
"grad_norm": 8.460003852844238, |
|
"learning_rate": 1.9696969696969697e-05, |
|
"loss": 5.8571, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 2.2346368715083798, |
|
"grad_norm": 8.846624374389648, |
|
"learning_rate": 1.8181818181818182e-05, |
|
"loss": 5.5999, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 2.458100558659218, |
|
"grad_norm": 9.555537223815918, |
|
"learning_rate": 1.6666666666666667e-05, |
|
"loss": 5.3511, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 2.6815642458100557, |
|
"grad_norm": 9.668717384338379, |
|
"learning_rate": 1.5151515151515153e-05, |
|
"loss": 5.1268, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.905027932960894, |
|
"grad_norm": 9.954819679260254, |
|
"learning_rate": 1.3636363636363637e-05, |
|
"loss": 4.9094, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.994413407821229, |
|
"eval_accuracy": 0.6797488226059655, |
|
"eval_loss": 4.662096977233887, |
|
"eval_runtime": 22.1355, |
|
"eval_samples_per_second": 57.555, |
|
"eval_steps_per_second": 1.807, |
|
"step": 134 |
|
}, |
|
{ |
|
"epoch": 3.1284916201117317, |
|
"grad_norm": 10.29443073272705, |
|
"learning_rate": 1.2121212121212122e-05, |
|
"loss": 4.7082, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 3.35195530726257, |
|
"grad_norm": 10.487744331359863, |
|
"learning_rate": 1.0606060606060606e-05, |
|
"loss": 4.5347, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 3.5754189944134076, |
|
"grad_norm": 10.81801700592041, |
|
"learning_rate": 9.090909090909091e-06, |
|
"loss": 4.3854, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 3.798882681564246, |
|
"grad_norm": 10.992441177368164, |
|
"learning_rate": 7.5757575757575764e-06, |
|
"loss": 4.2402, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.7472527472527473, |
|
"eval_loss": 4.021728038787842, |
|
"eval_runtime": 21.4694, |
|
"eval_samples_per_second": 59.34, |
|
"eval_steps_per_second": 1.863, |
|
"step": 179 |
|
}, |
|
{ |
|
"epoch": 4.022346368715084, |
|
"grad_norm": 11.058788299560547, |
|
"learning_rate": 6.060606060606061e-06, |
|
"loss": 4.1213, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 4.245810055865922, |
|
"grad_norm": 11.229594230651855, |
|
"learning_rate": 4.5454545454545455e-06, |
|
"loss": 4.0389, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 4.4692737430167595, |
|
"grad_norm": 11.344269752502441, |
|
"learning_rate": 3.0303030303030305e-06, |
|
"loss": 3.9595, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 4.692737430167598, |
|
"grad_norm": 11.231822967529297, |
|
"learning_rate": 1.5151515151515152e-06, |
|
"loss": 3.9156, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 4.916201117318436, |
|
"grad_norm": 11.280599594116211, |
|
"learning_rate": 0.0, |
|
"loss": 3.8857, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 4.916201117318436, |
|
"eval_accuracy": 0.717425431711146, |
|
"eval_loss": 3.8197391033172607, |
|
"eval_runtime": 21.9944, |
|
"eval_samples_per_second": 57.924, |
|
"eval_steps_per_second": 1.819, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 4.916201117318436, |
|
"step": 220, |
|
"total_flos": 2.59294349617536e+17, |
|
"train_loss": 5.575903250954368, |
|
"train_runtime": 352.7331, |
|
"train_samples_per_second": 81.067, |
|
"train_steps_per_second": 0.624 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 220, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.59294349617536e+17, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|