gokuls's picture
End of training
5bdb4c1
raw
history blame contribute delete
No virus
2.79 kB
{
"best_metric": 0.43304944038391113,
"best_model_checkpoint": "mobilebert_sa_GLUE_Experiment_sst2_128/checkpoint-527",
"epoch": 6.0,
"global_step": 3162,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 4.9e-05,
"loss": 0.5124,
"step": 527
},
{
"epoch": 1.0,
"eval_accuracy": 0.8004587155963303,
"eval_loss": 0.43304944038391113,
"eval_runtime": 1.9289,
"eval_samples_per_second": 452.066,
"eval_steps_per_second": 3.629,
"step": 527
},
{
"epoch": 2.0,
"learning_rate": 4.8e-05,
"loss": 0.2842,
"step": 1054
},
{
"epoch": 2.0,
"eval_accuracy": 0.8027522935779816,
"eval_loss": 0.4711274206638336,
"eval_runtime": 1.9312,
"eval_samples_per_second": 451.532,
"eval_steps_per_second": 3.625,
"step": 1054
},
{
"epoch": 3.0,
"learning_rate": 4.7e-05,
"loss": 0.2267,
"step": 1581
},
{
"epoch": 3.0,
"eval_accuracy": 0.7981651376146789,
"eval_loss": 0.45929697155952454,
"eval_runtime": 1.9325,
"eval_samples_per_second": 451.224,
"eval_steps_per_second": 3.622,
"step": 1581
},
{
"epoch": 4.0,
"learning_rate": 4.600000000000001e-05,
"loss": 0.2025,
"step": 2108
},
{
"epoch": 4.0,
"eval_accuracy": 0.7855504587155964,
"eval_loss": 0.7141198515892029,
"eval_runtime": 1.9331,
"eval_samples_per_second": 451.08,
"eval_steps_per_second": 3.621,
"step": 2108
},
{
"epoch": 5.0,
"learning_rate": 4.5e-05,
"loss": 0.1849,
"step": 2635
},
{
"epoch": 5.0,
"eval_accuracy": 0.7981651376146789,
"eval_loss": 0.4770691990852356,
"eval_runtime": 1.9365,
"eval_samples_per_second": 450.303,
"eval_steps_per_second": 3.615,
"step": 2635
},
{
"epoch": 6.0,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.1754,
"step": 3162
},
{
"epoch": 6.0,
"eval_accuracy": 0.7901376146788991,
"eval_loss": 0.6027570366859436,
"eval_runtime": 1.93,
"eval_samples_per_second": 451.81,
"eval_steps_per_second": 3.627,
"step": 3162
},
{
"epoch": 6.0,
"step": 3162,
"total_flos": 9631416648204288.0,
"train_loss": 0.2643498825468948,
"train_runtime": 2680.456,
"train_samples_per_second": 1256.297,
"train_steps_per_second": 9.83
}
],
"max_steps": 26350,
"num_train_epochs": 50,
"total_flos": 9631416648204288.0,
"trial_name": null,
"trial_params": null
}