bert_v2_test / trainer_state.json
seanfarrell's picture
Upload folder using huggingface_hub
544ce42 verified
{
"best_global_step": 1488,
"best_metric": 0.7845666705758181,
"best_model_checkpoint": "/home/users/seanfarr/PetBERT/projects/PetBERT_disease/model/checkpoint-1488",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 1488,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_f1": 0.7454965357967668,
"eval_loss": 0.020537996664643288,
"eval_precision": 0.7096065069245988,
"eval_recall": 0.7852104110921917,
"eval_runtime": 23.7231,
"eval_samples_per_second": 210.639,
"eval_steps_per_second": 6.618,
"step": 248
},
{
"epoch": 2.0,
"eval_f1": 0.7633587786259544,
"eval_loss": 0.02155238576233387,
"eval_precision": 0.71795970852979,
"eval_recall": 0.8148868888348334,
"eval_runtime": 23.8598,
"eval_samples_per_second": 209.432,
"eval_steps_per_second": 6.58,
"step": 496
},
{
"epoch": 2.0161290322580645,
"grad_norm": 0.2515815198421478,
"learning_rate": 4.9899395161290325e-05,
"loss": 0.06134441375732422,
"step": 500
},
{
"epoch": 3.0,
"eval_f1": 0.7608919382504288,
"eval_loss": 0.02318727970123291,
"eval_precision": 0.7179542511868796,
"eval_recall": 0.8092921430308927,
"eval_runtime": 23.871,
"eval_samples_per_second": 209.333,
"eval_steps_per_second": 6.577,
"step": 744
},
{
"epoch": 4.0,
"eval_f1": 0.7779738792799152,
"eval_loss": 0.024106163531541824,
"eval_precision": 0.7534184138559709,
"eval_recall": 0.8041838968620774,
"eval_runtime": 23.6471,
"eval_samples_per_second": 211.315,
"eval_steps_per_second": 6.639,
"step": 992
},
{
"epoch": 4.032258064516129,
"grad_norm": 0.13704919815063477,
"learning_rate": 4.979858870967742e-05,
"loss": 0.013821365356445313,
"step": 1000
},
{
"epoch": 5.0,
"eval_f1": 0.7597054886211513,
"eval_loss": 0.02818991430103779,
"eval_precision": 0.7016278590562539,
"eval_recall": 0.8282656288007784,
"eval_runtime": 23.8709,
"eval_samples_per_second": 209.335,
"eval_steps_per_second": 6.577,
"step": 1240
},
{
"epoch": 6.0,
"eval_f1": 0.7845666705758181,
"eval_loss": 0.02867285907268524,
"eval_precision": 0.7574728260869565,
"eval_recall": 0.8136706397470201,
"eval_runtime": 23.8825,
"eval_samples_per_second": 209.233,
"eval_steps_per_second": 6.574,
"step": 1488
}
],
"logging_steps": 500,
"max_steps": 248000,
"num_input_tokens_seen": 0,
"num_train_epochs": 1000,
"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": 1.2405959576819712e+16,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}