tiny_bert_km_20_v1_stsb / trainer_state.json
Hartunka's picture
End of training
dcd6e9b verified
{
"best_global_step": 23,
"best_metric": 2.1600451469421387,
"best_model_checkpoint": "tiny_bert_km_20_v1_stsb/checkpoint-23",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 138,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 3.770402193069458,
"learning_rate": 4.9e-05,
"loss": 3.6231,
"step": 23
},
{
"epoch": 1.0,
"eval_combined_score": 0.19396406848906156,
"eval_loss": 2.1600451469421387,
"eval_pearson": 0.20537418930332568,
"eval_runtime": 0.4748,
"eval_samples_per_second": 3159.294,
"eval_spearmanr": 0.18255394767479743,
"eval_steps_per_second": 12.637,
"step": 23
},
{
"epoch": 2.0,
"grad_norm": 6.684188365936279,
"learning_rate": 4.8e-05,
"loss": 2.0508,
"step": 46
},
{
"epoch": 2.0,
"eval_combined_score": 0.1810634046412402,
"eval_loss": 2.4198853969573975,
"eval_pearson": 0.1847198870941592,
"eval_runtime": 0.5271,
"eval_samples_per_second": 2845.493,
"eval_spearmanr": 0.17740692218832121,
"eval_steps_per_second": 11.382,
"step": 46
},
{
"epoch": 3.0,
"grad_norm": 5.661541938781738,
"learning_rate": 4.7e-05,
"loss": 1.9051,
"step": 69
},
{
"epoch": 3.0,
"eval_combined_score": 0.21541159126992399,
"eval_loss": 2.338207960128784,
"eval_pearson": 0.2217260864077553,
"eval_runtime": 0.4942,
"eval_samples_per_second": 3035.21,
"eval_spearmanr": 0.20909709613209265,
"eval_steps_per_second": 12.141,
"step": 69
},
{
"epoch": 4.0,
"grad_norm": 11.7733154296875,
"learning_rate": 4.600000000000001e-05,
"loss": 1.7517,
"step": 92
},
{
"epoch": 4.0,
"eval_combined_score": 0.25634348434597354,
"eval_loss": 2.2891106605529785,
"eval_pearson": 0.26020001612461785,
"eval_runtime": 0.4734,
"eval_samples_per_second": 3168.487,
"eval_spearmanr": 0.2524869525673293,
"eval_steps_per_second": 12.674,
"step": 92
},
{
"epoch": 5.0,
"grad_norm": 8.230708122253418,
"learning_rate": 4.5e-05,
"loss": 1.5284,
"step": 115
},
{
"epoch": 5.0,
"eval_combined_score": 0.27502552587763496,
"eval_loss": 2.3171780109405518,
"eval_pearson": 0.2781794019323813,
"eval_runtime": 0.4742,
"eval_samples_per_second": 3162.955,
"eval_spearmanr": 0.27187164982288864,
"eval_steps_per_second": 12.652,
"step": 115
},
{
"epoch": 6.0,
"grad_norm": 10.2731351852417,
"learning_rate": 4.4000000000000006e-05,
"loss": 1.3355,
"step": 138
},
{
"epoch": 6.0,
"eval_combined_score": 0.2639794858629222,
"eval_loss": 2.5106892585754395,
"eval_pearson": 0.2681793879674212,
"eval_runtime": 0.4619,
"eval_samples_per_second": 3247.795,
"eval_spearmanr": 0.25977958375842314,
"eval_steps_per_second": 12.991,
"step": 138
},
{
"epoch": 6.0,
"step": 138,
"total_flos": 904528923227136.0,
"train_loss": 2.0324475385140683,
"train_runtime": 26.2914,
"train_samples_per_second": 10933.235,
"train_steps_per_second": 43.741
}
],
"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": 904528923227136.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}