|
{ |
|
"best_metric": 0.40057066082954407, |
|
"best_model_checkpoint": "distilbert_lda_50_v1_sst2/checkpoint-264", |
|
"epoch": 6.0, |
|
"eval_steps": 500, |
|
"global_step": 1584, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 8.42946720123291, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.3785, |
|
"step": 264 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8291284403669725, |
|
"eval_loss": 0.40057066082954407, |
|
"eval_runtime": 0.3872, |
|
"eval_samples_per_second": 2251.83, |
|
"eval_steps_per_second": 10.329, |
|
"step": 264 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 6.42087984085083, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.2139, |
|
"step": 528 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8405963302752294, |
|
"eval_loss": 0.42612364888191223, |
|
"eval_runtime": 0.4877, |
|
"eval_samples_per_second": 1787.91, |
|
"eval_steps_per_second": 8.201, |
|
"step": 528 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 5.889172554016113, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.1523, |
|
"step": 792 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8153669724770642, |
|
"eval_loss": 0.4885922968387604, |
|
"eval_runtime": 0.3795, |
|
"eval_samples_per_second": 2297.458, |
|
"eval_steps_per_second": 10.539, |
|
"step": 792 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 5.110029220581055, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.1085, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8268348623853211, |
|
"eval_loss": 0.5391777753829956, |
|
"eval_runtime": 0.3802, |
|
"eval_samples_per_second": 2293.654, |
|
"eval_steps_per_second": 10.521, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.9452471137046814, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.0809, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8302752293577982, |
|
"eval_loss": 0.5835925340652466, |
|
"eval_runtime": 0.3806, |
|
"eval_samples_per_second": 2291.343, |
|
"eval_steps_per_second": 10.511, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 5.266055107116699, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.0646, |
|
"step": 1584 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.8176605504587156, |
|
"eval_loss": 0.5851426124572754, |
|
"eval_runtime": 0.3834, |
|
"eval_samples_per_second": 2274.1, |
|
"eval_steps_per_second": 10.432, |
|
"step": 1584 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"step": 1584, |
|
"total_flos": 2.676464049624883e+16, |
|
"train_loss": 0.16643811115110763, |
|
"train_runtime": 389.8795, |
|
"train_samples_per_second": 8637.157, |
|
"train_steps_per_second": 33.857 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 13200, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 50, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 5 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.676464049624883e+16, |
|
"train_batch_size": 256, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|