bert_tiny_lda_100_v1_book_wnli / trainer_state.json
gokulsrinivasagan's picture
End of training
1a5363f verified
{
"best_metric": 0.6929468512535095,
"best_model_checkpoint": "bert_tiny_lda_100_v1_book_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": 0.5578425526618958,
"learning_rate": 4.9e-05,
"loss": 0.7022,
"step": 3
},
{
"epoch": 1.0,
"eval_accuracy": 0.5633802816901409,
"eval_loss": 0.6929468512535095,
"eval_runtime": 0.0284,
"eval_samples_per_second": 2495.689,
"eval_steps_per_second": 35.151,
"step": 3
},
{
"epoch": 2.0,
"grad_norm": 0.49783381819725037,
"learning_rate": 4.8e-05,
"loss": 0.6965,
"step": 6
},
{
"epoch": 2.0,
"eval_accuracy": 0.4084507042253521,
"eval_loss": 0.7018594145774841,
"eval_runtime": 0.0308,
"eval_samples_per_second": 2308.654,
"eval_steps_per_second": 32.516,
"step": 6
},
{
"epoch": 3.0,
"grad_norm": 0.5858719348907471,
"learning_rate": 4.7e-05,
"loss": 0.6972,
"step": 9
},
{
"epoch": 3.0,
"eval_accuracy": 0.4788732394366197,
"eval_loss": 0.706371009349823,
"eval_runtime": 0.031,
"eval_samples_per_second": 2289.221,
"eval_steps_per_second": 32.243,
"step": 9
},
{
"epoch": 4.0,
"grad_norm": 0.7486657500267029,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6917,
"step": 12
},
{
"epoch": 4.0,
"eval_accuracy": 0.4788732394366197,
"eval_loss": 0.7016945481300354,
"eval_runtime": 0.0398,
"eval_samples_per_second": 1785.142,
"eval_steps_per_second": 25.143,
"step": 12
},
{
"epoch": 5.0,
"grad_norm": 0.8318929076194763,
"learning_rate": 4.5e-05,
"loss": 0.6919,
"step": 15
},
{
"epoch": 5.0,
"eval_accuracy": 0.36619718309859156,
"eval_loss": 0.7100571393966675,
"eval_runtime": 0.0309,
"eval_samples_per_second": 2296.211,
"eval_steps_per_second": 32.341,
"step": 15
},
{
"epoch": 6.0,
"grad_norm": 0.8059946894645691,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.6925,
"step": 18
},
{
"epoch": 6.0,
"eval_accuracy": 0.323943661971831,
"eval_loss": 0.7246920466423035,
"eval_runtime": 0.0306,
"eval_samples_per_second": 2321.577,
"eval_steps_per_second": 32.698,
"step": 18
},
{
"epoch": 6.0,
"step": 18,
"total_flos": 99911832606720.0,
"train_loss": 0.695326010386149,
"train_runtime": 8.2224,
"train_samples_per_second": 3861.423,
"train_steps_per_second": 18.243
}
],
"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": 99911832606720.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}