File size: 2,054 Bytes
6ab7173 f949877 6ab7173 f949877 6ab7173 f949877 6ab7173 f949877 6ab7173 f949877 6ab7173 f949877 6ab7173 f949877 6ab7173 f949877 6ab7173 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 | {
"best_global_step": 939,
"best_metric": 1.0475715398788452,
"best_model_checkpoint": "classifier-clinc-MBbase-distilled/run-3/checkpoint-939",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 939,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.8803225806451613,
"eval_loss": 2.851562261581421,
"eval_runtime": 8.7066,
"eval_samples_per_second": 356.05,
"eval_steps_per_second": 11.141,
"step": 313
},
{
"epoch": 1.5974440894568689,
"grad_norm": 22.713924407958984,
"learning_rate": 1.468583599574015e-05,
"loss": 7.2917,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.9370967741935484,
"eval_loss": 1.3482674360275269,
"eval_runtime": 8.8149,
"eval_samples_per_second": 351.677,
"eval_steps_per_second": 11.004,
"step": 626
},
{
"epoch": 3.0,
"eval_accuracy": 0.9458064516129032,
"eval_loss": 1.0475715398788452,
"eval_runtime": 9.4956,
"eval_samples_per_second": 326.469,
"eval_steps_per_second": 10.215,
"step": 939
}
],
"logging_steps": 500,
"max_steps": 1878,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 222488892388608.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.3917157288742445,
"num_train_epochs": 6,
"temperature": 3.2114012903927867
}
}
|