bert_base_rand_5_v2_sst2 / trainer_state.json
Hartunka's picture
End of training
640e3f8 verified
{
"best_global_step": 264,
"best_metric": 0.4252040684223175,
"best_model_checkpoint": "bert_base_rand_5_v2_sst2/checkpoint-264",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1584,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 9.30614948272705,
"learning_rate": 4.9e-05,
"loss": 0.386,
"step": 264
},
{
"epoch": 1.0,
"eval_accuracy": 0.8142201834862385,
"eval_loss": 0.4252040684223175,
"eval_runtime": 0.6126,
"eval_samples_per_second": 1423.35,
"eval_steps_per_second": 6.529,
"step": 264
},
{
"epoch": 2.0,
"grad_norm": 7.963630676269531,
"learning_rate": 4.8e-05,
"loss": 0.2155,
"step": 528
},
{
"epoch": 2.0,
"eval_accuracy": 0.8130733944954128,
"eval_loss": 0.5008359551429749,
"eval_runtime": 0.565,
"eval_samples_per_second": 1543.328,
"eval_steps_per_second": 7.079,
"step": 528
},
{
"epoch": 3.0,
"grad_norm": 6.330244541168213,
"learning_rate": 4.7e-05,
"loss": 0.1605,
"step": 792
},
{
"epoch": 3.0,
"eval_accuracy": 0.8004587155963303,
"eval_loss": 0.5880488753318787,
"eval_runtime": 0.5799,
"eval_samples_per_second": 1503.716,
"eval_steps_per_second": 6.898,
"step": 792
},
{
"epoch": 4.0,
"grad_norm": 5.19688606262207,
"learning_rate": 4.600000000000001e-05,
"loss": 0.1218,
"step": 1056
},
{
"epoch": 4.0,
"eval_accuracy": 0.8142201834862385,
"eval_loss": 0.5611222982406616,
"eval_runtime": 0.5666,
"eval_samples_per_second": 1538.918,
"eval_steps_per_second": 7.059,
"step": 1056
},
{
"epoch": 5.0,
"grad_norm": 9.650278091430664,
"learning_rate": 4.5e-05,
"loss": 0.0951,
"step": 1320
},
{
"epoch": 5.0,
"eval_accuracy": 0.8142201834862385,
"eval_loss": 0.578220009803772,
"eval_runtime": 0.5756,
"eval_samples_per_second": 1514.993,
"eval_steps_per_second": 6.95,
"step": 1320
},
{
"epoch": 6.0,
"grad_norm": 9.958868980407715,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.077,
"step": 1584
},
{
"epoch": 6.0,
"eval_accuracy": 0.7901376146788991,
"eval_loss": 0.843362033367157,
"eval_runtime": 0.5847,
"eval_samples_per_second": 1491.441,
"eval_steps_per_second": 6.841,
"step": 1584
},
{
"epoch": 6.0,
"step": 1584,
"total_flos": 5.316079940232192e+16,
"train_loss": 0.17597288675982542,
"train_runtime": 668.1932,
"train_samples_per_second": 5039.635,
"train_steps_per_second": 19.755
}
],
"logging_steps": 1,
"max_steps": 13200,
"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": 5.316079940232192e+16,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}