bert_base_rand_100_v1_sst2 / trainer_state.json
Hartunka's picture
End of training
eca91c0 verified
{
"best_global_step": 264,
"best_metric": 0.43765541911125183,
"best_model_checkpoint": "bert_base_rand_100_v1_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": 8.260040283203125,
"learning_rate": 4.9e-05,
"loss": 0.3841,
"step": 264
},
{
"epoch": 1.0,
"eval_accuracy": 0.8211009174311926,
"eval_loss": 0.43765541911125183,
"eval_runtime": 0.5619,
"eval_samples_per_second": 1551.969,
"eval_steps_per_second": 7.119,
"step": 264
},
{
"epoch": 2.0,
"grad_norm": 12.480940818786621,
"learning_rate": 4.8e-05,
"loss": 0.2216,
"step": 528
},
{
"epoch": 2.0,
"eval_accuracy": 0.8119266055045872,
"eval_loss": 0.5570793151855469,
"eval_runtime": 0.5583,
"eval_samples_per_second": 1561.835,
"eval_steps_per_second": 7.164,
"step": 528
},
{
"epoch": 3.0,
"grad_norm": 4.054980754852295,
"learning_rate": 4.7e-05,
"loss": 0.1627,
"step": 792
},
{
"epoch": 3.0,
"eval_accuracy": 0.8153669724770642,
"eval_loss": 0.5257858633995056,
"eval_runtime": 0.5608,
"eval_samples_per_second": 1555.017,
"eval_steps_per_second": 7.133,
"step": 792
},
{
"epoch": 4.0,
"grad_norm": 4.704627513885498,
"learning_rate": 4.600000000000001e-05,
"loss": 0.1243,
"step": 1056
},
{
"epoch": 4.0,
"eval_accuracy": 0.8038990825688074,
"eval_loss": 0.5841220617294312,
"eval_runtime": 0.563,
"eval_samples_per_second": 1548.809,
"eval_steps_per_second": 7.105,
"step": 1056
},
{
"epoch": 5.0,
"grad_norm": 2.184584140777588,
"learning_rate": 4.5e-05,
"loss": 0.0986,
"step": 1320
},
{
"epoch": 5.0,
"eval_accuracy": 0.805045871559633,
"eval_loss": 0.5857242941856384,
"eval_runtime": 0.5649,
"eval_samples_per_second": 1543.633,
"eval_steps_per_second": 7.081,
"step": 1320
},
{
"epoch": 6.0,
"grad_norm": 5.928060531616211,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.0757,
"step": 1584
},
{
"epoch": 6.0,
"eval_accuracy": 0.8073394495412844,
"eval_loss": 0.8638249635696411,
"eval_runtime": 0.5632,
"eval_samples_per_second": 1548.171,
"eval_steps_per_second": 7.102,
"step": 1584
},
{
"epoch": 6.0,
"step": 1584,
"total_flos": 5.316079940232192e+16,
"train_loss": 0.17779791355133057,
"train_runtime": 662.482,
"train_samples_per_second": 5083.082,
"train_steps_per_second": 19.925
}
],
"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
}