AML_A2_Q4 / trainer_state.json
heyitskim1912's picture
End of training
c8cf223
{
"best_metric": 0.9894,
"best_model_checkpoint": "AML_A2_Q4/checkpoint-6750",
"epoch": 3.0,
"global_step": 6750,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.22,
"learning_rate": 1.851851851851852e-05,
"loss": 0.2407,
"step": 500
},
{
"epoch": 0.44,
"learning_rate": 1.7037037037037038e-05,
"loss": 0.1887,
"step": 1000
},
{
"epoch": 0.67,
"learning_rate": 1.555555555555556e-05,
"loss": 0.1843,
"step": 1500
},
{
"epoch": 0.89,
"learning_rate": 1.4074074074074075e-05,
"loss": 0.1642,
"step": 2000
},
{
"epoch": 1.0,
"eval_accuracy": 0.9862,
"eval_loss": 0.057202473282814026,
"eval_runtime": 71.1804,
"eval_samples_per_second": 70.244,
"eval_steps_per_second": 17.561,
"step": 2250
},
{
"epoch": 1.11,
"learning_rate": 1.2592592592592593e-05,
"loss": 0.1586,
"step": 2500
},
{
"epoch": 1.33,
"learning_rate": 1.1111111111111113e-05,
"loss": 0.1594,
"step": 3000
},
{
"epoch": 1.56,
"learning_rate": 9.62962962962963e-06,
"loss": 0.1632,
"step": 3500
},
{
"epoch": 1.78,
"learning_rate": 8.148148148148148e-06,
"loss": 0.1734,
"step": 4000
},
{
"epoch": 2.0,
"learning_rate": 6.666666666666667e-06,
"loss": 0.1503,
"step": 4500
},
{
"epoch": 2.0,
"eval_accuracy": 0.9854,
"eval_loss": 0.05908837914466858,
"eval_runtime": 70.902,
"eval_samples_per_second": 70.52,
"eval_steps_per_second": 17.63,
"step": 4500
},
{
"epoch": 2.22,
"learning_rate": 5.185185185185185e-06,
"loss": 0.1564,
"step": 5000
},
{
"epoch": 2.44,
"learning_rate": 3.7037037037037037e-06,
"loss": 0.1595,
"step": 5500
},
{
"epoch": 2.67,
"learning_rate": 2.222222222222222e-06,
"loss": 0.1665,
"step": 6000
},
{
"epoch": 2.89,
"learning_rate": 7.407407407407407e-07,
"loss": 0.1818,
"step": 6500
},
{
"epoch": 3.0,
"eval_accuracy": 0.9894,
"eval_loss": 0.04315419867634773,
"eval_runtime": 70.3971,
"eval_samples_per_second": 71.026,
"eval_steps_per_second": 17.756,
"step": 6750
},
{
"epoch": 3.0,
"step": 6750,
"total_flos": 1.046216869705728e+19,
"train_loss": 0.17347003343370226,
"train_runtime": 5139.576,
"train_samples_per_second": 26.267,
"train_steps_per_second": 1.313
}
],
"max_steps": 6750,
"num_train_epochs": 3,
"total_flos": 1.046216869705728e+19,
"trial_name": null,
"trial_params": null
}