File size: 2,912 Bytes
b88bca6 b73f096 b88bca6 b73f096 b88bca6 b73f096 b88bca6 b73f096 b88bca6 b73f096 b88bca6 b73f096 b88bca6 b73f096 b88bca6 b73f096 b88bca6 |
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 99 100 101 102 103 |
{
"best_metric": 0.8010335917312662,
"best_model_checkpoint": "distilhubert-finetuned-mixed-data/checkpoint-121",
"epoch": 4.989690721649485,
"eval_steps": 500,
"global_step": 121,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.9896907216494846,
"eval_accuracy": 0.6356589147286822,
"eval_f1": 0.5920563016978556,
"eval_loss": 0.980873703956604,
"eval_precision": 0.5920482291587493,
"eval_recall": 0.6356589147286822,
"eval_runtime": 1.6668,
"eval_samples_per_second": 232.175,
"eval_steps_per_second": 29.397,
"step": 24
},
{
"epoch": 1.9793814432989691,
"eval_accuracy": 0.7157622739018088,
"eval_f1": 0.6905410405322238,
"eval_loss": 0.7444477081298828,
"eval_precision": 0.6992377248989063,
"eval_recall": 0.7157622739018088,
"eval_runtime": 1.6941,
"eval_samples_per_second": 228.443,
"eval_steps_per_second": 28.924,
"step": 48
},
{
"epoch": 2.9690721649484537,
"eval_accuracy": 0.7493540051679587,
"eval_f1": 0.744898505571463,
"eval_loss": 0.6171658039093018,
"eval_precision": 0.7437592422989429,
"eval_recall": 0.7493540051679587,
"eval_runtime": 1.6943,
"eval_samples_per_second": 228.408,
"eval_steps_per_second": 28.92,
"step": 72
},
{
"epoch": 4.0,
"eval_accuracy": 0.7984496124031008,
"eval_f1": 0.7873621619744228,
"eval_loss": 0.5430988073348999,
"eval_precision": 0.79180344284319,
"eval_recall": 0.7984496124031008,
"eval_runtime": 1.7027,
"eval_samples_per_second": 227.289,
"eval_steps_per_second": 28.778,
"step": 97
},
{
"epoch": 4.989690721649485,
"eval_accuracy": 0.8010335917312662,
"eval_f1": 0.7974946178390901,
"eval_loss": 0.5268548130989075,
"eval_precision": 0.8005965453214461,
"eval_recall": 0.8010335917312662,
"eval_runtime": 1.6829,
"eval_samples_per_second": 229.957,
"eval_steps_per_second": 29.116,
"step": 121
}
],
"logging_steps": 500,
"max_steps": 360,
"num_input_tokens_seen": 0,
"num_train_epochs": 15,
"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": 1.7568400176e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|