|
{ |
|
"best_metric": 0.7702265372168284, |
|
"best_model_checkpoint": "amazon-xlnet-large-2/checkpoint-20000", |
|
"epoch": 1.0, |
|
"global_step": 20000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 9.75e-06, |
|
"loss": 0.7155, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 9.5e-06, |
|
"loss": 0.6416, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 9.250000000000001e-06, |
|
"loss": 0.6013, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 9e-06, |
|
"loss": 0.6026, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"learning_rate": 8.750000000000001e-06, |
|
"loss": 0.5762, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 8.5e-06, |
|
"loss": 0.6114, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 8.25e-06, |
|
"loss": 0.6004, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.5701, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 7.75e-06, |
|
"loss": 0.6027, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 7.500000000000001e-06, |
|
"loss": 0.568, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 7.25e-06, |
|
"loss": 0.5704, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 7e-06, |
|
"loss": 0.5688, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 6.750000000000001e-06, |
|
"loss": 0.5657, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 6.5000000000000004e-06, |
|
"loss": 0.5517, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 6.25e-06, |
|
"loss": 0.577, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 6e-06, |
|
"loss": 0.5462, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 5.75e-06, |
|
"loss": 0.576, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 5.500000000000001e-06, |
|
"loss": 0.5602, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 5.2500000000000006e-06, |
|
"loss": 0.5697, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 5e-06, |
|
"loss": 0.5501, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 4.75e-06, |
|
"loss": 0.5489, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 4.5e-06, |
|
"loss": 0.5818, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 4.25e-06, |
|
"loss": 0.5433, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.5318, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 0.62, |
|
"learning_rate": 3.7500000000000005e-06, |
|
"loss": 0.5762, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 3.5e-06, |
|
"loss": 0.5335, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 3.2500000000000002e-06, |
|
"loss": 0.5483, |
|
"step": 13500 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 3e-06, |
|
"loss": 0.537, |
|
"step": 14000 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"learning_rate": 2.7500000000000004e-06, |
|
"loss": 0.5403, |
|
"step": 14500 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"learning_rate": 2.5e-06, |
|
"loss": 0.5545, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 2.25e-06, |
|
"loss": 0.526, |
|
"step": 15500 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 2.0000000000000003e-06, |
|
"loss": 0.5623, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"learning_rate": 1.75e-06, |
|
"loss": 0.5331, |
|
"step": 16500 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.5e-06, |
|
"loss": 0.5757, |
|
"step": 17000 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"learning_rate": 1.25e-06, |
|
"loss": 0.568, |
|
"step": 17500 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 1.0000000000000002e-06, |
|
"loss": 0.5492, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 7.5e-07, |
|
"loss": 0.5629, |
|
"step": 18500 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 5.000000000000001e-07, |
|
"loss": 0.5445, |
|
"step": 19000 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 2.5000000000000004e-07, |
|
"loss": 0.5629, |
|
"step": 19500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.5505, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.77635, |
|
"eval_f1": 0.7702265372168284, |
|
"eval_loss": 0.5627002716064453, |
|
"eval_runtime": 539.3763, |
|
"eval_samples_per_second": 37.08, |
|
"eval_steps_per_second": 9.27, |
|
"step": 20000 |
|
} |
|
], |
|
"max_steps": 20000, |
|
"num_train_epochs": 1, |
|
"total_flos": 2.62860464073984e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|