|
{ |
|
"best_metric": 0.4793087553644425, |
|
"best_model_checkpoint": "trained_models/training_1691463035_ag_news_t5-large/model/checkpoint-24000", |
|
"epoch": 4.0, |
|
"global_step": 24000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 4.166666666666667e-06, |
|
"loss": 12.1134, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 8.333333333333334e-06, |
|
"loss": 0.3869, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 1.25e-05, |
|
"loss": 0.1264, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 1.6666666666666667e-05, |
|
"loss": 0.1039, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 2.0833333333333336e-05, |
|
"loss": 0.0863, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.0796, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 2.916666666666667e-05, |
|
"loss": 0.0777, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 0.0688, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"learning_rate": 3.7500000000000003e-05, |
|
"loss": 0.072, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 4.166666666666667e-05, |
|
"loss": 0.0699, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 4.5833333333333334e-05, |
|
"loss": 0.0666, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 5e-05, |
|
"loss": 0.061, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_acc": 0.9465789473684211, |
|
"eval_f1": 0.4774685948550837, |
|
"eval_loss": 0.06575142592191696, |
|
"eval_runtime": 297.0218, |
|
"eval_samples_per_second": 25.587, |
|
"eval_steps_per_second": 3.198, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 5.4166666666666664e-05, |
|
"loss": 0.0569, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 1.17, |
|
"learning_rate": 5.833333333333334e-05, |
|
"loss": 0.0568, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 6.25e-05, |
|
"loss": 0.0566, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 6.666666666666667e-05, |
|
"loss": 0.0559, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 7.083333333333334e-05, |
|
"loss": 0.0538, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 0.0553, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 7.916666666666666e-05, |
|
"loss": 0.056, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"learning_rate": 8.333333333333334e-05, |
|
"loss": 0.0524, |
|
"step": 10000 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 8.75e-05, |
|
"loss": 0.0538, |
|
"step": 10500 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 9.166666666666667e-05, |
|
"loss": 0.0544, |
|
"step": 11000 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 9.583333333333334e-05, |
|
"loss": 0.058, |
|
"step": 11500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 0.0001, |
|
"loss": 0.0542, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_acc": 0.9465789473684211, |
|
"eval_f1": 0.47827238398782235, |
|
"eval_loss": 0.061526209115982056, |
|
"eval_runtime": 296.7796, |
|
"eval_samples_per_second": 25.608, |
|
"eval_steps_per_second": 3.201, |
|
"step": 12000 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 9.953703703703704e-05, |
|
"loss": 0.0371, |
|
"step": 12500 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 9.907407407407407e-05, |
|
"loss": 0.0396, |
|
"step": 13000 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"learning_rate": 9.861111111111112e-05, |
|
"loss": 0.0408, |
|
"step": 13500 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 9.814814814814815e-05, |
|
"loss": 0.0425, |
|
"step": 14000 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 9.768518518518519e-05, |
|
"loss": 0.0429, |
|
"step": 14500 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 9.722222222222223e-05, |
|
"loss": 0.0419, |
|
"step": 15000 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 9.675925925925926e-05, |
|
"loss": 0.0411, |
|
"step": 15500 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 9.62962962962963e-05, |
|
"loss": 0.0429, |
|
"step": 16000 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"learning_rate": 9.583333333333334e-05, |
|
"loss": 0.0402, |
|
"step": 16500 |
|
}, |
|
{ |
|
"epoch": 2.83, |
|
"learning_rate": 9.537037037037038e-05, |
|
"loss": 0.047, |
|
"step": 17000 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"learning_rate": 9.490740740740742e-05, |
|
"loss": 0.042, |
|
"step": 17500 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 9.444444444444444e-05, |
|
"loss": 0.0383, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_acc": 0.945921052631579, |
|
"eval_f1": 0.47849464202012254, |
|
"eval_loss": 0.05987730622291565, |
|
"eval_runtime": 303.3329, |
|
"eval_samples_per_second": 25.055, |
|
"eval_steps_per_second": 3.132, |
|
"step": 18000 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 9.398148148148148e-05, |
|
"loss": 0.0237, |
|
"step": 18500 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"learning_rate": 9.351851851851852e-05, |
|
"loss": 0.0226, |
|
"step": 19000 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"learning_rate": 9.305555555555556e-05, |
|
"loss": 0.0262, |
|
"step": 19500 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 9.25925925925926e-05, |
|
"loss": 0.0268, |
|
"step": 20000 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"learning_rate": 9.212962962962963e-05, |
|
"loss": 0.027, |
|
"step": 20500 |
|
}, |
|
{ |
|
"epoch": 3.5, |
|
"learning_rate": 9.166666666666667e-05, |
|
"loss": 0.0271, |
|
"step": 21000 |
|
}, |
|
{ |
|
"epoch": 3.58, |
|
"learning_rate": 9.120370370370371e-05, |
|
"loss": 0.0264, |
|
"step": 21500 |
|
}, |
|
{ |
|
"epoch": 3.67, |
|
"learning_rate": 9.074074074074075e-05, |
|
"loss": 0.0279, |
|
"step": 22000 |
|
}, |
|
{ |
|
"epoch": 3.75, |
|
"learning_rate": 9.027777777777779e-05, |
|
"loss": 0.0285, |
|
"step": 22500 |
|
}, |
|
{ |
|
"epoch": 3.83, |
|
"learning_rate": 8.981481481481481e-05, |
|
"loss": 0.0314, |
|
"step": 23000 |
|
}, |
|
{ |
|
"epoch": 3.92, |
|
"learning_rate": 8.935185185185185e-05, |
|
"loss": 0.032, |
|
"step": 23500 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 8.888888888888889e-05, |
|
"loss": 0.0302, |
|
"step": 24000 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_acc": 0.9489473684210527, |
|
"eval_f1": 0.4793087553644425, |
|
"eval_loss": 0.05936088785529137, |
|
"eval_runtime": 301.2156, |
|
"eval_samples_per_second": 25.231, |
|
"eval_steps_per_second": 3.154, |
|
"step": 24000 |
|
} |
|
], |
|
"max_steps": 120000, |
|
"num_train_epochs": 20, |
|
"total_flos": 6.39508422721536e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|