Marcos12886's picture
Upload folder using huggingface_hub
925fa09 verified
raw
history blame
No virus
2.55 kB
{
"best_metric": 0.9607843137254902,
"best_model_checkpoint": "distilhubert-finetuned-cry-detector/checkpoint-38",
"epoch": 3.764705882352941,
"eval_steps": 500,
"global_step": 48,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.9411764705882353,
"eval_accuracy": 0.9509803921568627,
"eval_f1": 0.9509803921568627,
"eval_loss": 0.19337645173072815,
"eval_precision": 0.9509803921568627,
"eval_recall": 0.9509803921568627,
"eval_runtime": 2.9937,
"eval_samples_per_second": 68.144,
"eval_steps_per_second": 8.685,
"step": 12
},
{
"epoch": 1.9607843137254903,
"eval_accuracy": 0.9558823529411765,
"eval_f1": 0.9558168094824137,
"eval_loss": 0.11207430809736252,
"eval_precision": 0.9558008500901145,
"eval_recall": 0.9558823529411765,
"eval_runtime": 2.9789,
"eval_samples_per_second": 68.481,
"eval_steps_per_second": 8.728,
"step": 25
},
{
"epoch": 2.980392156862745,
"eval_accuracy": 0.9607843137254902,
"eval_f1": 0.9608937528499771,
"eval_loss": 0.08983828127384186,
"eval_precision": 0.9611995291537668,
"eval_recall": 0.9607843137254902,
"eval_runtime": 2.927,
"eval_samples_per_second": 69.695,
"eval_steps_per_second": 8.883,
"step": 38
},
{
"epoch": 3.764705882352941,
"eval_accuracy": 0.9607843137254902,
"eval_f1": 0.9608937528499771,
"eval_loss": 0.08819077908992767,
"eval_precision": 0.9611995291537668,
"eval_recall": 0.9607843137254902,
"eval_runtime": 2.9979,
"eval_samples_per_second": 68.049,
"eval_steps_per_second": 8.673,
"step": 48
}
],
"logging_steps": 500,
"max_steps": 48,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"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": 4.949539760497344e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}