File size: 2,669 Bytes
e96b599 |
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 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 |
{
"best_global_step": 1784,
"best_metric": 0.8369551504363162,
"best_model_checkpoint": "outputs/bartpho-spam-binary/checkpoint-1784",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 1784,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.8298676748582231,
"eval_f1": 0.7260364185059205,
"eval_loss": 0.5030027627944946,
"eval_precision": 0.8798270552001894,
"eval_recall": 0.6933528974291974,
"eval_runtime": 7.8161,
"eval_samples_per_second": 203.043,
"eval_steps_per_second": 25.46,
"step": 446
},
{
"epoch": 2.0,
"eval_accuracy": 0.8412098298676749,
"eval_f1": 0.7812241521918941,
"eval_loss": 0.5157436728477478,
"eval_precision": 0.8159241618542106,
"eval_recall": 0.7610439991155957,
"eval_runtime": 7.8183,
"eval_samples_per_second": 202.986,
"eval_steps_per_second": 25.453,
"step": 892
},
{
"epoch": 3.0,
"eval_accuracy": 0.780718336483932,
"eval_f1": 0.7410714285714286,
"eval_loss": 0.5297622084617615,
"eval_precision": 0.730682044108667,
"eval_recall": 0.761203794898595,
"eval_runtime": 7.8172,
"eval_samples_per_second": 203.014,
"eval_steps_per_second": 25.457,
"step": 1338
},
{
"epoch": 3.9960740325294446,
"grad_norm": 3.245978593826294,
"learning_rate": 4.980352910793417e-05,
"loss": 0.3948,
"step": 1782
},
{
"epoch": 4.0,
"eval_accuracy": 0.8783868935097668,
"eval_f1": 0.8369551504363162,
"eval_loss": 0.31898775696754456,
"eval_precision": 0.8619013459042153,
"eval_recall": 0.8194197101565798,
"eval_runtime": 7.8168,
"eval_samples_per_second": 203.024,
"eval_steps_per_second": 25.458,
"step": 1784
}
],
"logging_steps": 1782,
"max_steps": 44600,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"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": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|