File size: 2,686 Bytes
b0b873b | 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 99 100 101 | {
"best_global_step": 1866,
"best_metric": 0.8531271390639439,
"best_model_checkpoint": "./results-PR/bert-base-multilingual-cased_fold_4/checkpoint-1866",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1866,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8038585209003215,
"grad_norm": 6.886026382446289,
"learning_rate": 2.0056270096463023e-05,
"loss": 0.5771,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.8534621578099839,
"eval_f1": 0.8530062391704848,
"eval_loss": 0.5684341788291931,
"eval_precision": 0.8526705892546296,
"eval_recall": 0.8534621578099839,
"eval_runtime": 5.0808,
"eval_samples_per_second": 244.449,
"eval_steps_per_second": 30.704,
"step": 622
},
{
"epoch": 1.607717041800643,
"grad_norm": 5.165545463562012,
"learning_rate": 4.0152733118971066e-05,
"loss": 0.4759,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.3333333333333333,
"eval_f1": 0.16666666666666666,
"eval_loss": 0.6854161620140076,
"eval_precision": 0.1111111111111111,
"eval_recall": 0.3333333333333333,
"eval_runtime": 5.0091,
"eval_samples_per_second": 247.95,
"eval_steps_per_second": 31.143,
"step": 1244
},
{
"epoch": 2.4115755627009645,
"grad_norm": 3.9097988605499268,
"learning_rate": 4.993602960395657e-05,
"loss": 0.5325,
"step": 1500
},
{
"epoch": 3.0,
"eval_accuracy": 0.8510466988727858,
"eval_f1": 0.8531271390639439,
"eval_loss": 0.4922334849834442,
"eval_precision": 0.858653507550034,
"eval_recall": 0.8510466988727858,
"eval_runtime": 4.9847,
"eval_samples_per_second": 249.161,
"eval_steps_per_second": 31.296,
"step": 1866
}
],
"logging_steps": 500,
"max_steps": 12440,
"num_input_tokens_seen": 0,
"num_train_epochs": 20,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"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": 3923775168583680.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|