bert_base_rand_5_v1_stsb / trainer_state.json
Hartunka's picture
End of training
9f0b6f0 verified
{
"best_global_step": 46,
"best_metric": 2.2682323455810547,
"best_model_checkpoint": "bert_base_rand_5_v1_stsb/checkpoint-46",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 161,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 9.10588264465332,
"learning_rate": 4.9e-05,
"loss": 2.7364,
"step": 23
},
{
"epoch": 1.0,
"eval_combined_score": 0.08826959707132218,
"eval_loss": 2.7826881408691406,
"eval_pearson": 0.09631910596498261,
"eval_runtime": 0.9537,
"eval_samples_per_second": 1572.774,
"eval_spearmanr": 0.08022008817766174,
"eval_steps_per_second": 6.291,
"step": 23
},
{
"epoch": 2.0,
"grad_norm": 14.48088550567627,
"learning_rate": 4.8e-05,
"loss": 1.8997,
"step": 46
},
{
"epoch": 2.0,
"eval_combined_score": 0.20672083674789737,
"eval_loss": 2.2682323455810547,
"eval_pearson": 0.2151000606338819,
"eval_runtime": 0.9667,
"eval_samples_per_second": 1551.735,
"eval_spearmanr": 0.19834161286191287,
"eval_steps_per_second": 6.207,
"step": 46
},
{
"epoch": 3.0,
"grad_norm": 7.782012939453125,
"learning_rate": 4.7e-05,
"loss": 1.5738,
"step": 69
},
{
"epoch": 3.0,
"eval_combined_score": 0.27437339110149783,
"eval_loss": 2.354666233062744,
"eval_pearson": 0.2810730442397911,
"eval_runtime": 0.9802,
"eval_samples_per_second": 1530.376,
"eval_spearmanr": 0.26767373796320454,
"eval_steps_per_second": 6.122,
"step": 69
},
{
"epoch": 4.0,
"grad_norm": 13.505708694458008,
"learning_rate": 4.600000000000001e-05,
"loss": 1.242,
"step": 92
},
{
"epoch": 4.0,
"eval_combined_score": 0.3116044048067962,
"eval_loss": 2.378068208694458,
"eval_pearson": 0.31203276845328737,
"eval_runtime": 0.9419,
"eval_samples_per_second": 1592.541,
"eval_spearmanr": 0.31117604116030495,
"eval_steps_per_second": 6.37,
"step": 92
},
{
"epoch": 5.0,
"grad_norm": 22.02513313293457,
"learning_rate": 4.5e-05,
"loss": 0.8939,
"step": 115
},
{
"epoch": 5.0,
"eval_combined_score": 0.3197932867485796,
"eval_loss": 2.472320318222046,
"eval_pearson": 0.3232025649696559,
"eval_runtime": 0.9748,
"eval_samples_per_second": 1538.755,
"eval_spearmanr": 0.3163840085275033,
"eval_steps_per_second": 6.155,
"step": 115
},
{
"epoch": 6.0,
"grad_norm": 10.271648406982422,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.725,
"step": 138
},
{
"epoch": 6.0,
"eval_combined_score": 0.31174214225237584,
"eval_loss": 2.5859534740448,
"eval_pearson": 0.318089983487546,
"eval_runtime": 0.9885,
"eval_samples_per_second": 1517.437,
"eval_spearmanr": 0.3053943010172056,
"eval_steps_per_second": 6.07,
"step": 138
},
{
"epoch": 7.0,
"grad_norm": 8.576903343200684,
"learning_rate": 4.3e-05,
"loss": 0.5201,
"step": 161
},
{
"epoch": 7.0,
"eval_combined_score": 0.333876543504556,
"eval_loss": 2.3985676765441895,
"eval_pearson": 0.3378705623208662,
"eval_runtime": 0.9524,
"eval_samples_per_second": 1575.031,
"eval_spearmanr": 0.32988252468824575,
"eval_steps_per_second": 6.3,
"step": 161
},
{
"epoch": 7.0,
"step": 161,
"total_flos": 5294141566038528.0,
"train_loss": 1.3701281044053735,
"train_runtime": 86.1047,
"train_samples_per_second": 3338.376,
"train_steps_per_second": 13.356
}
],
"logging_steps": 1,
"max_steps": 1150,
"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": 5294141566038528.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}