vit-base-aihub_model-v2 / trainer_state.json
hyeongjin99's picture
Training in progress, epoch 1
1b9e71b
raw
history blame
2.57 kB
{
"best_metric": 0.8373493975903614,
"best_model_checkpoint": "vit-base-aihub_model-v2/checkpoint-9",
"epoch": 5.0,
"global_step": 15,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6746987951807228,
"eval_f1": 0.5943616223134295,
"eval_loss": 1.6293878555297852,
"eval_precision": 0.6434404116256432,
"eval_recall": 0.6238199585809991,
"eval_runtime": 6.3604,
"eval_samples_per_second": 26.099,
"eval_steps_per_second": 0.314,
"step": 3
},
{
"epoch": 2.0,
"eval_accuracy": 0.7530120481927711,
"eval_f1": 0.6875213018670031,
"eval_loss": 1.4494768381118774,
"eval_precision": 0.7775814126820318,
"eval_recall": 0.701835255443846,
"eval_runtime": 5.6618,
"eval_samples_per_second": 29.319,
"eval_steps_per_second": 0.353,
"step": 6
},
{
"epoch": 3.0,
"eval_accuracy": 0.8373493975903614,
"eval_f1": 0.8021719960125756,
"eval_loss": 1.3162782192230225,
"eval_precision": 0.8562555276264954,
"eval_recall": 0.7993336310123969,
"eval_runtime": 5.0768,
"eval_samples_per_second": 32.698,
"eval_steps_per_second": 0.394,
"step": 9
},
{
"epoch": 3.33,
"learning_rate": 1.923076923076923e-05,
"loss": 1.5378,
"step": 10
},
{
"epoch": 4.0,
"eval_accuracy": 0.8373493975903614,
"eval_f1": 0.8035411001594577,
"eval_loss": 1.232733964920044,
"eval_precision": 0.8735820318716042,
"eval_recall": 0.7993336310123969,
"eval_runtime": 5.2569,
"eval_samples_per_second": 31.578,
"eval_steps_per_second": 0.38,
"step": 12
},
{
"epoch": 5.0,
"eval_accuracy": 0.8373493975903614,
"eval_f1": 0.8036849674785987,
"eval_loss": 1.1992783546447754,
"eval_precision": 0.8745971666076694,
"eval_recall": 0.7993336310123969,
"eval_runtime": 5.464,
"eval_samples_per_second": 30.381,
"eval_steps_per_second": 0.366,
"step": 15
},
{
"epoch": 5.0,
"step": 15,
"total_flos": 5.757861244520448e+17,
"train_loss": 1.4401942888895671,
"train_runtime": 84.6609,
"train_samples_per_second": 87.762,
"train_steps_per_second": 0.177
}
],
"max_steps": 15,
"num_train_epochs": 5,
"total_flos": 5.757861244520448e+17,
"trial_name": null,
"trial_params": null
}