|
{ |
|
"best_metric": 0.944, |
|
"best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-eurosat/checkpoint-105", |
|
"epoch": 2.978723404255319, |
|
"global_step": 105, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 4.545454545454546e-05, |
|
"loss": 4.5423, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 4.5212765957446815e-05, |
|
"loss": 3.8252, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 3.9893617021276594e-05, |
|
"loss": 3.0782, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"eval_accuracy": 0.822, |
|
"eval_loss": 2.4007344245910645, |
|
"eval_runtime": 7.7579, |
|
"eval_samples_per_second": 64.45, |
|
"eval_steps_per_second": 2.062, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 3.4574468085106386e-05, |
|
"loss": 2.4662, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 2.925531914893617e-05, |
|
"loss": 1.9593, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 2.393617021276596e-05, |
|
"loss": 1.5996, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"learning_rate": 1.8617021276595745e-05, |
|
"loss": 1.3449, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"eval_accuracy": 0.904, |
|
"eval_loss": 1.1721910238265991, |
|
"eval_runtime": 8.1403, |
|
"eval_samples_per_second": 61.423, |
|
"eval_steps_per_second": 1.966, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 1.3297872340425532e-05, |
|
"loss": 1.153, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 7.97872340425532e-06, |
|
"loss": 1.0157, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 2.6595744680851065e-06, |
|
"loss": 0.9413, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"eval_accuracy": 0.944, |
|
"eval_loss": 0.8638814687728882, |
|
"eval_runtime": 8.007, |
|
"eval_samples_per_second": 62.446, |
|
"eval_steps_per_second": 1.998, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"step": 105, |
|
"total_flos": 1.0405550045270016e+18, |
|
"train_loss": 2.129908829643613, |
|
"train_runtime": 618.168, |
|
"train_samples_per_second": 21.839, |
|
"train_steps_per_second": 0.17 |
|
} |
|
], |
|
"max_steps": 105, |
|
"num_train_epochs": 3, |
|
"total_flos": 1.0405550045270016e+18, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|