|
{ |
|
"best_metric": 0.8890356671070013, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-69", |
|
"epoch": 2.905263157894737, |
|
"eval_steps": 500, |
|
"global_step": 69, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.42105263157894735, |
|
"grad_norm": 23.68440055847168, |
|
"learning_rate": 4.7580645161290326e-05, |
|
"loss": 6.463, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.8421052631578947, |
|
"grad_norm": 18.249401092529297, |
|
"learning_rate": 3.951612903225806e-05, |
|
"loss": 1.6948, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.968421052631579, |
|
"eval_accuracy": 0.7807133421400264, |
|
"eval_loss": 0.6058264374732971, |
|
"eval_runtime": 6.9142, |
|
"eval_samples_per_second": 109.485, |
|
"eval_steps_per_second": 3.471, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 1.263157894736842, |
|
"grad_norm": 12.623285293579102, |
|
"learning_rate": 3.1451612903225806e-05, |
|
"loss": 0.6435, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.6842105263157894, |
|
"grad_norm": 10.293028831481934, |
|
"learning_rate": 2.338709677419355e-05, |
|
"loss": 0.4966, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.9789473684210526, |
|
"eval_accuracy": 0.8745046235138706, |
|
"eval_loss": 0.39979538321495056, |
|
"eval_runtime": 7.4148, |
|
"eval_samples_per_second": 102.094, |
|
"eval_steps_per_second": 3.237, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 2.1052631578947367, |
|
"grad_norm": 10.315666198730469, |
|
"learning_rate": 1.5322580645161292e-05, |
|
"loss": 0.4365, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.526315789473684, |
|
"grad_norm": 11.455368995666504, |
|
"learning_rate": 7.258064516129033e-06, |
|
"loss": 0.3494, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.905263157894737, |
|
"eval_accuracy": 0.8890356671070013, |
|
"eval_loss": 0.34262678027153015, |
|
"eval_runtime": 7.0049, |
|
"eval_samples_per_second": 108.067, |
|
"eval_steps_per_second": 3.426, |
|
"step": 69 |
|
}, |
|
{ |
|
"epoch": 2.905263157894737, |
|
"step": 69, |
|
"total_flos": 2.2503679081699738e+17, |
|
"train_loss": 1.5094636074010876, |
|
"train_runtime": 188.3228, |
|
"train_samples_per_second": 48.236, |
|
"train_steps_per_second": 0.366 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 69, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.2503679081699738e+17, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|