|
{ |
|
"best_metric": 0.7272727272727273, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-93", |
|
"epoch": 9.67741935483871, |
|
"eval_steps": 500, |
|
"global_step": 150, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 1.1158, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"eval_accuracy": 0.5045454545454545, |
|
"eval_loss": 0.9996662735939026, |
|
"eval_runtime": 192.1374, |
|
"eval_samples_per_second": 1.145, |
|
"eval_steps_per_second": 0.036, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 4.814814814814815e-05, |
|
"loss": 0.9619, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 4.4444444444444447e-05, |
|
"loss": 0.8261, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5909090909090909, |
|
"eval_loss": 0.9179713726043701, |
|
"eval_runtime": 12.9002, |
|
"eval_samples_per_second": 17.054, |
|
"eval_steps_per_second": 0.543, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 4.074074074074074e-05, |
|
"loss": 0.7361, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"eval_accuracy": 0.65, |
|
"eval_loss": 0.8046814203262329, |
|
"eval_runtime": 12.6289, |
|
"eval_samples_per_second": 17.42, |
|
"eval_steps_per_second": 0.554, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.695, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 3.87, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 0.6325, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6818181818181818, |
|
"eval_loss": 0.7319933772087097, |
|
"eval_runtime": 11.9267, |
|
"eval_samples_per_second": 18.446, |
|
"eval_steps_per_second": 0.587, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 4.52, |
|
"learning_rate": 2.962962962962963e-05, |
|
"loss": 0.5946, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 4.97, |
|
"eval_accuracy": 0.6772727272727272, |
|
"eval_loss": 0.7196129560470581, |
|
"eval_runtime": 12.5354, |
|
"eval_samples_per_second": 17.55, |
|
"eval_steps_per_second": 0.558, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 5.16, |
|
"learning_rate": 2.5925925925925925e-05, |
|
"loss": 0.5746, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 5.81, |
|
"learning_rate": 2.2222222222222223e-05, |
|
"loss": 0.5149, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.7272727272727273, |
|
"eval_loss": 0.6827457547187805, |
|
"eval_runtime": 12.8605, |
|
"eval_samples_per_second": 17.107, |
|
"eval_steps_per_second": 0.544, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 6.45, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.5083, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 6.97, |
|
"eval_accuracy": 0.6954545454545454, |
|
"eval_loss": 0.6906238198280334, |
|
"eval_runtime": 12.5065, |
|
"eval_samples_per_second": 17.591, |
|
"eval_steps_per_second": 0.56, |
|
"step": 108 |
|
}, |
|
{ |
|
"epoch": 7.1, |
|
"learning_rate": 1.4814814814814815e-05, |
|
"loss": 0.4835, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 7.74, |
|
"learning_rate": 1.1111111111111112e-05, |
|
"loss": 0.4316, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.7090909090909091, |
|
"eval_loss": 0.6681076288223267, |
|
"eval_runtime": 12.7742, |
|
"eval_samples_per_second": 17.222, |
|
"eval_steps_per_second": 0.548, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 8.39, |
|
"learning_rate": 7.4074074074074075e-06, |
|
"loss": 0.4214, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 8.97, |
|
"eval_accuracy": 0.7090909090909091, |
|
"eval_loss": 0.6699694395065308, |
|
"eval_runtime": 12.8762, |
|
"eval_samples_per_second": 17.086, |
|
"eval_steps_per_second": 0.544, |
|
"step": 139 |
|
}, |
|
{ |
|
"epoch": 9.03, |
|
"learning_rate": 3.7037037037037037e-06, |
|
"loss": 0.4551, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 9.68, |
|
"learning_rate": 0.0, |
|
"loss": 0.4096, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 9.68, |
|
"eval_accuracy": 0.7090909090909091, |
|
"eval_loss": 0.6670935153961182, |
|
"eval_runtime": 12.1565, |
|
"eval_samples_per_second": 18.097, |
|
"eval_steps_per_second": 0.576, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 9.68, |
|
"step": 150, |
|
"total_flos": 4.7612977286482944e+17, |
|
"train_loss": 0.6240748373667399, |
|
"train_runtime": 3165.909, |
|
"train_samples_per_second": 6.251, |
|
"train_steps_per_second": 0.047 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 150, |
|
"num_train_epochs": 10, |
|
"save_steps": 500, |
|
"total_flos": 4.7612977286482944e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|