|
{ |
|
"best_metric": 0.5959595959595959, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-303", |
|
"epoch": 3.0, |
|
"global_step": 303, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.6129032258064517e-05, |
|
"loss": 1.9087, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 3.2258064516129034e-05, |
|
"loss": 1.8114, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 4.8387096774193554e-05, |
|
"loss": 1.7686, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 4.834558823529412e-05, |
|
"loss": 1.6973, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 4.6507352941176475e-05, |
|
"loss": 1.6149, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 4.4669117647058825e-05, |
|
"loss": 1.5863, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 4.2830882352941174e-05, |
|
"loss": 1.5316, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"learning_rate": 4.099264705882353e-05, |
|
"loss": 1.4933, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 3.915441176470588e-05, |
|
"loss": 1.4753, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"learning_rate": 3.731617647058824e-05, |
|
"loss": 1.4361, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.5283873214907697, |
|
"eval_loss": 1.2521955966949463, |
|
"eval_runtime": 21.0765, |
|
"eval_samples_per_second": 136.218, |
|
"eval_steps_per_second": 2.135, |
|
"step": 101 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"learning_rate": 3.5477941176470594e-05, |
|
"loss": 1.4278, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"learning_rate": 3.363970588235294e-05, |
|
"loss": 1.413, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 3.180147058823529e-05, |
|
"loss": 1.3808, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.39, |
|
"learning_rate": 2.9963235294117646e-05, |
|
"loss": 1.3992, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"learning_rate": 2.8125000000000003e-05, |
|
"loss": 1.3421, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 2.6286764705882356e-05, |
|
"loss": 1.3373, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 2.4448529411764705e-05, |
|
"loss": 1.3337, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 2.261029411764706e-05, |
|
"loss": 1.3195, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"learning_rate": 2.0772058823529415e-05, |
|
"loss": 1.3166, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 1.8933823529411765e-05, |
|
"loss": 1.3156, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5719261581330547, |
|
"eval_loss": 1.1060255765914917, |
|
"eval_runtime": 18.9599, |
|
"eval_samples_per_second": 151.425, |
|
"eval_steps_per_second": 2.373, |
|
"step": 202 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 1.7095588235294118e-05, |
|
"loss": 1.2613, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 1.5257352941176473e-05, |
|
"loss": 1.256, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"learning_rate": 1.3419117647058824e-05, |
|
"loss": 1.2718, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 1.1580882352941177e-05, |
|
"loss": 1.2637, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.48, |
|
"learning_rate": 9.74264705882353e-06, |
|
"loss": 1.2919, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.57, |
|
"learning_rate": 7.904411764705882e-06, |
|
"loss": 1.2583, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 6.066176470588236e-06, |
|
"loss": 1.2879, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.77, |
|
"learning_rate": 4.227941176470589e-06, |
|
"loss": 1.2621, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.87, |
|
"learning_rate": 2.389705882352941e-06, |
|
"loss": 1.2717, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"learning_rate": 5.514705882352942e-07, |
|
"loss": 1.2426, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.5959595959595959, |
|
"eval_loss": 1.0639073848724365, |
|
"eval_runtime": 18.6023, |
|
"eval_samples_per_second": 154.336, |
|
"eval_steps_per_second": 2.419, |
|
"step": 303 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 303, |
|
"total_flos": 1.9269563116415754e+18, |
|
"train_loss": 1.4176573658933733, |
|
"train_runtime": 1088.6076, |
|
"train_samples_per_second": 71.205, |
|
"train_steps_per_second": 0.278 |
|
} |
|
], |
|
"max_steps": 303, |
|
"num_train_epochs": 3, |
|
"total_flos": 1.9269563116415754e+18, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|