t5spiders / trainer_state.json
zkdeng's picture
Training in progress, epoch 0
24cea87 verified
raw
history blame
2.8 kB
{
"best_metric": 0.9,
"best_model_checkpoint": "convnextv2-tiny-22k-384-finetuned-zkdeng/t5spiders/checkpoint-18",
"epoch": 4.8,
"eval_steps": 500,
"global_step": 30,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.96,
"eval_accuracy": 0.68,
"eval_f1": 0.6750754604872251,
"eval_loss": 1.1803159713745117,
"eval_precision": 0.6789160839160839,
"eval_recall": 0.6868831168831169,
"eval_runtime": 3.3618,
"eval_samples_per_second": 14.873,
"eval_steps_per_second": 1.19,
"step": 6
},
{
"epoch": 1.6,
"learning_rate": 3.7037037037037037e-05,
"loss": 1.3235,
"step": 10
},
{
"epoch": 1.92,
"eval_accuracy": 0.84,
"eval_f1": 0.8387969924812031,
"eval_loss": 0.7862006425857544,
"eval_precision": 0.8603030303030303,
"eval_recall": 0.856969696969697,
"eval_runtime": 2.7831,
"eval_samples_per_second": 17.966,
"eval_steps_per_second": 1.437,
"step": 12
},
{
"epoch": 2.88,
"eval_accuracy": 0.9,
"eval_f1": 0.9023978919631095,
"eval_loss": 0.5749024748802185,
"eval_precision": 0.9034848484848486,
"eval_recall": 0.9103030303030304,
"eval_runtime": 2.6475,
"eval_samples_per_second": 18.886,
"eval_steps_per_second": 1.511,
"step": 18
},
{
"epoch": 3.2,
"learning_rate": 1.8518518518518518e-05,
"loss": 0.6609,
"step": 20
},
{
"epoch": 4.0,
"eval_accuracy": 0.9,
"eval_f1": 0.9023978919631095,
"eval_loss": 0.47980964183807373,
"eval_precision": 0.9034848484848486,
"eval_recall": 0.9103030303030304,
"eval_runtime": 2.685,
"eval_samples_per_second": 18.622,
"eval_steps_per_second": 1.49,
"step": 25
},
{
"epoch": 4.8,
"learning_rate": 0.0,
"loss": 0.43,
"step": 30
},
{
"epoch": 4.8,
"eval_accuracy": 0.9,
"eval_f1": 0.9023978919631095,
"eval_loss": 0.46124908328056335,
"eval_precision": 0.9034848484848486,
"eval_recall": 0.9103030303030304,
"eval_runtime": 2.7597,
"eval_samples_per_second": 18.118,
"eval_steps_per_second": 1.449,
"step": 30
},
{
"epoch": 4.8,
"step": 30,
"total_flos": 1.4114178534172262e+17,
"train_loss": 0.8048010190327962,
"train_runtime": 101.246,
"train_samples_per_second": 19.606,
"train_steps_per_second": 0.296
}
],
"logging_steps": 10,
"max_steps": 30,
"num_train_epochs": 5,
"save_steps": 500,
"total_flos": 1.4114178534172262e+17,
"trial_name": null,
"trial_params": null
}