bert-base-cantonese / trainer_state.json
indiejoseph's picture
End of training
ae8157c
raw
history blame
2.98 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.999774453048643,
"eval_steps": 500,
"global_step": 9975,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15,
"learning_rate": 9.49874686716792e-05,
"loss": 2.1878,
"step": 500
},
{
"epoch": 0.3,
"learning_rate": 8.99749373433584e-05,
"loss": 1.5576,
"step": 1000
},
{
"epoch": 0.45,
"learning_rate": 8.49624060150376e-05,
"loss": 1.4644,
"step": 1500
},
{
"epoch": 0.6,
"learning_rate": 7.994987468671679e-05,
"loss": 1.4131,
"step": 2000
},
{
"epoch": 0.75,
"learning_rate": 7.4937343358396e-05,
"loss": 1.3789,
"step": 2500
},
{
"epoch": 0.9,
"learning_rate": 6.99248120300752e-05,
"loss": 1.3443,
"step": 3000
},
{
"epoch": 1.05,
"learning_rate": 6.49122807017544e-05,
"loss": 1.3263,
"step": 3500
},
{
"epoch": 1.2,
"learning_rate": 5.989974937343359e-05,
"loss": 1.2983,
"step": 4000
},
{
"epoch": 1.35,
"learning_rate": 5.4887218045112786e-05,
"loss": 1.2849,
"step": 4500
},
{
"epoch": 1.5,
"learning_rate": 4.987468671679198e-05,
"loss": 1.2644,
"step": 5000
},
{
"epoch": 1.65,
"learning_rate": 4.486215538847118e-05,
"loss": 1.2527,
"step": 5500
},
{
"epoch": 1.8,
"learning_rate": 3.9849624060150376e-05,
"loss": 1.241,
"step": 6000
},
{
"epoch": 1.95,
"learning_rate": 3.483709273182957e-05,
"loss": 1.2278,
"step": 6500
},
{
"epoch": 2.11,
"learning_rate": 2.9824561403508772e-05,
"loss": 1.2116,
"step": 7000
},
{
"epoch": 2.26,
"learning_rate": 2.4812030075187968e-05,
"loss": 1.1994,
"step": 7500
},
{
"epoch": 2.41,
"learning_rate": 1.9799498746867168e-05,
"loss": 1.1933,
"step": 8000
},
{
"epoch": 2.56,
"learning_rate": 1.4786967418546366e-05,
"loss": 1.1796,
"step": 8500
},
{
"epoch": 2.71,
"learning_rate": 9.774436090225564e-06,
"loss": 1.1787,
"step": 9000
},
{
"epoch": 2.86,
"learning_rate": 4.7619047619047615e-06,
"loss": 1.1672,
"step": 9500
},
{
"epoch": 3.0,
"step": 9975,
"total_flos": 1.6801282333309133e+17,
"train_loss": 1.327384843945802,
"train_runtime": 12602.7945,
"train_samples_per_second": 50.659,
"train_steps_per_second": 0.791
}
],
"logging_steps": 500,
"max_steps": 9975,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 1.6801282333309133e+17,
"trial_name": null,
"trial_params": null
}