File size: 2,905 Bytes
925fa09 |
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": 0.9786096256684492,
"best_model_checkpoint": "distilhubert-finetuned-cry-detector/checkpoint-55",
"epoch": 4.680851063829787,
"eval_steps": 500,
"global_step": 55,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.9361702127659575,
"eval_accuracy": 0.9411764705882353,
"eval_f1": 0.9415646417647925,
"eval_loss": 0.2156958132982254,
"eval_precision": 0.9446294240966827,
"eval_recall": 0.9411764705882353,
"eval_runtime": 3.0828,
"eval_samples_per_second": 60.66,
"eval_steps_per_second": 7.785,
"step": 11
},
{
"epoch": 1.9574468085106385,
"eval_accuracy": 0.9572192513368984,
"eval_f1": 0.9573134708428827,
"eval_loss": 0.12373537570238113,
"eval_precision": 0.9576338229589004,
"eval_recall": 0.9572192513368984,
"eval_runtime": 2.9612,
"eval_samples_per_second": 63.15,
"eval_steps_per_second": 8.105,
"step": 23
},
{
"epoch": 2.978723404255319,
"eval_accuracy": 0.9518716577540107,
"eval_f1": 0.9521892523530119,
"eval_loss": 0.1370447278022766,
"eval_precision": 0.9552156165178733,
"eval_recall": 0.9518716577540107,
"eval_runtime": 2.9378,
"eval_samples_per_second": 63.653,
"eval_steps_per_second": 8.169,
"step": 35
},
{
"epoch": 4.0,
"eval_accuracy": 0.9679144385026738,
"eval_f1": 0.9679851031321619,
"eval_loss": 0.08169644325971603,
"eval_precision": 0.9682846370152872,
"eval_recall": 0.9679144385026738,
"eval_runtime": 2.9566,
"eval_samples_per_second": 63.249,
"eval_steps_per_second": 8.117,
"step": 47
},
{
"epoch": 4.680851063829787,
"eval_accuracy": 0.9786096256684492,
"eval_f1": 0.9786096256684492,
"eval_loss": 0.07787230610847473,
"eval_precision": 0.9786096256684492,
"eval_recall": 0.9786096256684492,
"eval_runtime": 2.9148,
"eval_samples_per_second": 64.155,
"eval_steps_per_second": 8.234,
"step": 55
}
],
"logging_steps": 500,
"max_steps": 55,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": true
},
"attributes": {}
}
},
"total_flos": 5.612385096936e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}
|