gokulsrinivasagan's picture
End of training
f5a01d2 verified
{
"best_global_step": 6,
"best_metric": 0.6848593354225159,
"best_model_checkpoint": "bert_base_train_book_ent_15p_s_init_wnli/checkpoint-6",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 21,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.9552319049835205,
"learning_rate": 4.933333333333334e-05,
"loss": 0.7049,
"step": 3
},
{
"epoch": 1.0,
"eval_accuracy": 0.43661971830985913,
"eval_loss": 0.6941022872924805,
"eval_runtime": 0.0568,
"eval_samples_per_second": 1250.669,
"eval_steps_per_second": 17.615,
"step": 3
},
{
"epoch": 2.0,
"grad_norm": 1.1868820190429688,
"learning_rate": 4.8333333333333334e-05,
"loss": 0.7016,
"step": 6
},
{
"epoch": 2.0,
"eval_accuracy": 0.5633802816901409,
"eval_loss": 0.6848593354225159,
"eval_runtime": 0.0563,
"eval_samples_per_second": 1260.036,
"eval_steps_per_second": 17.747,
"step": 6
},
{
"epoch": 3.0,
"grad_norm": 0.71503084897995,
"learning_rate": 4.7333333333333336e-05,
"loss": 0.7019,
"step": 9
},
{
"epoch": 3.0,
"eval_accuracy": 0.5633802816901409,
"eval_loss": 0.69140625,
"eval_runtime": 0.0558,
"eval_samples_per_second": 1271.327,
"eval_steps_per_second": 17.906,
"step": 9
},
{
"epoch": 4.0,
"grad_norm": 0.8658474683761597,
"learning_rate": 4.633333333333333e-05,
"loss": 0.6938,
"step": 12
},
{
"epoch": 4.0,
"eval_accuracy": 0.43661971830985913,
"eval_loss": 0.7015296220779419,
"eval_runtime": 0.0557,
"eval_samples_per_second": 1274.952,
"eval_steps_per_second": 17.957,
"step": 12
},
{
"epoch": 5.0,
"grad_norm": 0.7237994074821472,
"learning_rate": 4.5333333333333335e-05,
"loss": 0.6971,
"step": 15
},
{
"epoch": 5.0,
"eval_accuracy": 0.43661971830985913,
"eval_loss": 0.697073221206665,
"eval_runtime": 0.0564,
"eval_samples_per_second": 1259.641,
"eval_steps_per_second": 17.741,
"step": 15
},
{
"epoch": 6.0,
"grad_norm": 1.0709381103515625,
"learning_rate": 4.433333333333334e-05,
"loss": 0.6948,
"step": 18
},
{
"epoch": 6.0,
"eval_accuracy": 0.5633802816901409,
"eval_loss": 0.6891505718231201,
"eval_runtime": 0.0572,
"eval_samples_per_second": 1242.098,
"eval_steps_per_second": 17.494,
"step": 18
},
{
"epoch": 7.0,
"grad_norm": 0.8299973607063293,
"learning_rate": 4.3333333333333334e-05,
"loss": 0.7045,
"step": 21
},
{
"epoch": 7.0,
"eval_accuracy": 0.5633802816901409,
"eval_loss": 0.6859046220779419,
"eval_runtime": 0.0558,
"eval_samples_per_second": 1272.598,
"eval_steps_per_second": 17.924,
"step": 21
},
{
"epoch": 7.0,
"step": 21,
"total_flos": 584764320537600.0,
"train_loss": 0.6998025803338914,
"train_runtime": 22.999,
"train_samples_per_second": 1380.493,
"train_steps_per_second": 6.522
}
],
"logging_steps": 1,
"max_steps": 150,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 584764320537600.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}