vit-base-patch16-224-finetuned / trainer_state.json
xiaopch's picture
End of training
ee11a38
raw
history blame
No virus
2.26 kB
{
"best_metric": 0.9809264305177112,
"best_model_checkpoint": "vit-base-patch16-224-finetuned/checkpoint-52",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 78,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.38,
"learning_rate": 4.8571428571428576e-05,
"loss": 1.5192,
"step": 10
},
{
"epoch": 0.77,
"learning_rate": 4.1428571428571437e-05,
"loss": 0.5888,
"step": 20
},
{
"epoch": 1.0,
"eval_accuracy": 0.9700272479564033,
"eval_loss": 0.17195835709571838,
"eval_runtime": 5.5957,
"eval_samples_per_second": 65.586,
"eval_steps_per_second": 2.145,
"step": 26
},
{
"epoch": 1.15,
"learning_rate": 3.428571428571429e-05,
"loss": 0.2357,
"step": 30
},
{
"epoch": 1.54,
"learning_rate": 2.714285714285714e-05,
"loss": 0.1499,
"step": 40
},
{
"epoch": 1.92,
"learning_rate": 2e-05,
"loss": 0.1027,
"step": 50
},
{
"epoch": 2.0,
"eval_accuracy": 0.9809264305177112,
"eval_loss": 0.07860878109931946,
"eval_runtime": 5.4987,
"eval_samples_per_second": 66.743,
"eval_steps_per_second": 2.182,
"step": 52
},
{
"epoch": 2.31,
"learning_rate": 1.2857142857142857e-05,
"loss": 0.0989,
"step": 60
},
{
"epoch": 2.69,
"learning_rate": 5.7142857142857145e-06,
"loss": 0.0809,
"step": 70
},
{
"epoch": 3.0,
"eval_accuracy": 0.9809264305177112,
"eval_loss": 0.07304801046848297,
"eval_runtime": 5.4275,
"eval_samples_per_second": 67.619,
"eval_steps_per_second": 2.211,
"step": 78
},
{
"epoch": 3.0,
"step": 78,
"total_flos": 7.678887715683717e+17,
"train_loss": 0.36344620203360534,
"train_runtime": 415.1296,
"train_samples_per_second": 23.87,
"train_steps_per_second": 0.188
}
],
"logging_steps": 10,
"max_steps": 78,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 7.678887715683717e+17,
"trial_name": null,
"trial_params": null
}