|
{ |
|
"best_metric": 0.8780487804878049, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-60", |
|
"epoch": 2.962962962962963, |
|
"eval_steps": 500, |
|
"global_step": 60, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.49, |
|
"grad_norm": 7.887508392333984, |
|
"learning_rate": 4.62962962962963e-05, |
|
"loss": 1.1976, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"grad_norm": 9.747188568115234, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.7533, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"eval_accuracy": 0.7770034843205574, |
|
"eval_loss": 0.5473685264587402, |
|
"eval_runtime": 4.0122, |
|
"eval_samples_per_second": 71.531, |
|
"eval_steps_per_second": 2.243, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"grad_norm": 18.254377365112305, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.5298, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"grad_norm": 10.268461227416992, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.4366, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"eval_accuracy": 0.8606271777003485, |
|
"eval_loss": 0.3385283052921295, |
|
"eval_runtime": 3.9279, |
|
"eval_samples_per_second": 73.066, |
|
"eval_steps_per_second": 2.291, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"grad_norm": 11.050724983215332, |
|
"learning_rate": 9.259259259259259e-06, |
|
"loss": 0.3945, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"grad_norm": 5.141947269439697, |
|
"learning_rate": 0.0, |
|
"loss": 0.3318, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"eval_accuracy": 0.8780487804878049, |
|
"eval_loss": 0.28312796354293823, |
|
"eval_runtime": 5.5586, |
|
"eval_samples_per_second": 51.632, |
|
"eval_steps_per_second": 1.619, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"step": 60, |
|
"total_flos": 1.9045723068223488e+17, |
|
"train_loss": 0.6072771787643433, |
|
"train_runtime": 158.0756, |
|
"train_samples_per_second": 49.021, |
|
"train_steps_per_second": 0.38 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 60, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"total_flos": 1.9045723068223488e+17, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|