bert_tiny_lda_50_v1_book_cola / trainer_state.json
gokulsrinivasagan's picture
End of training
69bdd97 verified
raw
history blame
4.81 kB
{
"best_metric": 0.5934821963310242,
"best_model_checkpoint": "bert_tiny_lda_50_v1_book_cola/checkpoint-102",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 272,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.7861921191215515,
"learning_rate": 4.9e-05,
"loss": 0.6133,
"step": 34
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6133261919021606,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.3311,
"eval_samples_per_second": 3150.274,
"eval_steps_per_second": 15.102,
"step": 34
},
{
"epoch": 2.0,
"grad_norm": 1.130760908126831,
"learning_rate": 4.8e-05,
"loss": 0.5995,
"step": 68
},
{
"epoch": 2.0,
"eval_accuracy": 0.6893576383590698,
"eval_loss": 0.6048817038536072,
"eval_matthews_correlation": -0.02929206145132745,
"eval_runtime": 0.3328,
"eval_samples_per_second": 3134.435,
"eval_steps_per_second": 15.026,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 1.8091745376586914,
"learning_rate": 4.7e-05,
"loss": 0.57,
"step": 102
},
{
"epoch": 3.0,
"eval_accuracy": 0.6989453434944153,
"eval_loss": 0.5934821963310242,
"eval_matthews_correlation": 0.1366972617887581,
"eval_runtime": 0.332,
"eval_samples_per_second": 3141.232,
"eval_steps_per_second": 15.059,
"step": 102
},
{
"epoch": 4.0,
"grad_norm": 2.9426748752593994,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5209,
"step": 136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6845637559890747,
"eval_loss": 0.6036127805709839,
"eval_matthews_correlation": 0.1838806266083814,
"eval_runtime": 0.3338,
"eval_samples_per_second": 3124.801,
"eval_steps_per_second": 14.98,
"step": 136
},
{
"epoch": 5.0,
"grad_norm": 3.014277935028076,
"learning_rate": 4.5e-05,
"loss": 0.466,
"step": 170
},
{
"epoch": 5.0,
"eval_accuracy": 0.6826462149620056,
"eval_loss": 0.6264468431472778,
"eval_matthews_correlation": 0.20738864502723908,
"eval_runtime": 0.3336,
"eval_samples_per_second": 3126.624,
"eval_steps_per_second": 14.989,
"step": 170
},
{
"epoch": 6.0,
"grad_norm": 3.3172547817230225,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.3922,
"step": 204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6979866027832031,
"eval_loss": 0.712081789970398,
"eval_matthews_correlation": 0.1825111909284102,
"eval_runtime": 0.355,
"eval_samples_per_second": 2938.433,
"eval_steps_per_second": 14.086,
"step": 204
},
{
"epoch": 7.0,
"grad_norm": 5.064127445220947,
"learning_rate": 4.3e-05,
"loss": 0.3492,
"step": 238
},
{
"epoch": 7.0,
"eval_accuracy": 0.6989453434944153,
"eval_loss": 0.7019482851028442,
"eval_matthews_correlation": 0.22042544777190046,
"eval_runtime": 0.3311,
"eval_samples_per_second": 3149.922,
"eval_steps_per_second": 15.1,
"step": 238
},
{
"epoch": 8.0,
"grad_norm": 7.477691650390625,
"learning_rate": 4.2e-05,
"loss": 0.307,
"step": 272
},
{
"epoch": 8.0,
"eval_accuracy": 0.6999041438102722,
"eval_loss": 0.7502853274345398,
"eval_matthews_correlation": 0.2271320033748531,
"eval_runtime": 0.3593,
"eval_samples_per_second": 2902.519,
"eval_steps_per_second": 13.914,
"step": 272
},
{
"epoch": 8.0,
"step": 272,
"total_flos": 1793902531485696.0,
"train_loss": 0.4772484197336085,
"train_runtime": 50.017,
"train_samples_per_second": 8548.097,
"train_steps_per_second": 33.988
}
],
"logging_steps": 1,
"max_steps": 1700,
"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": 1793902531485696.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}