bert_base_km_50_v1_wnli / trainer_state.json
Hartunka's picture
End of training
8460d1e verified
{
"best_global_step": 3,
"best_metric": 0.7429577708244324,
"best_model_checkpoint": "bert_base_km_50_v1_wnli/checkpoint-3",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 18,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.4455351829528809,
"learning_rate": 4.9e-05,
"loss": 0.7348,
"step": 3
},
{
"epoch": 1.0,
"eval_accuracy": 0.28169014084507044,
"eval_loss": 0.7429577708244324,
"eval_runtime": 0.0589,
"eval_samples_per_second": 1205.109,
"eval_steps_per_second": 16.973,
"step": 3
},
{
"epoch": 2.0,
"grad_norm": 1.2294955253601074,
"learning_rate": 4.8e-05,
"loss": 0.6984,
"step": 6
},
{
"epoch": 2.0,
"eval_accuracy": 0.23943661971830985,
"eval_loss": 0.7746477127075195,
"eval_runtime": 0.0581,
"eval_samples_per_second": 1221.725,
"eval_steps_per_second": 17.207,
"step": 6
},
{
"epoch": 3.0,
"grad_norm": 1.0488471984863281,
"learning_rate": 4.7e-05,
"loss": 0.6854,
"step": 9
},
{
"epoch": 3.0,
"eval_accuracy": 0.29577464788732394,
"eval_loss": 0.7890625,
"eval_runtime": 0.058,
"eval_samples_per_second": 1223.261,
"eval_steps_per_second": 17.229,
"step": 9
},
{
"epoch": 4.0,
"grad_norm": 1.6488014459609985,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6873,
"step": 12
},
{
"epoch": 4.0,
"eval_accuracy": 0.2112676056338028,
"eval_loss": 0.8265843987464905,
"eval_runtime": 0.0559,
"eval_samples_per_second": 1270.258,
"eval_steps_per_second": 17.891,
"step": 12
},
{
"epoch": 5.0,
"grad_norm": 1.192447304725647,
"learning_rate": 4.5e-05,
"loss": 0.6765,
"step": 15
},
{
"epoch": 5.0,
"eval_accuracy": 0.15492957746478872,
"eval_loss": 0.879374086856842,
"eval_runtime": 0.0552,
"eval_samples_per_second": 1285.269,
"eval_steps_per_second": 18.102,
"step": 15
},
{
"epoch": 6.0,
"grad_norm": 1.3166923522949219,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.6781,
"step": 18
},
{
"epoch": 6.0,
"eval_accuracy": 0.11267605633802817,
"eval_loss": 0.9071303606033325,
"eval_runtime": 0.0583,
"eval_samples_per_second": 1217.311,
"eval_steps_per_second": 17.145,
"step": 18
},
{
"epoch": 6.0,
"step": 18,
"total_flos": 501226560460800.0,
"train_loss": 0.6933985948562622,
"train_runtime": 18.2522,
"train_samples_per_second": 1739.515,
"train_steps_per_second": 8.218
}
],
"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": 501226560460800.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}