|
{ |
|
"best_metric": 0.0366968959569931, |
|
"best_model_checkpoint": "vit-large-patch16-224-dungeon-geo-morphs-007/checkpoint-10", |
|
"epoch": 20.571428571428573, |
|
"eval_steps": 10, |
|
"global_step": 31, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 6.571428571428571, |
|
"grad_norm": 0.000408386840717867, |
|
"learning_rate": 1.555555555555556e-05, |
|
"loss": 0.0, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 6.571428571428571, |
|
"eval_accuracy": 0.9722222222222222, |
|
"eval_loss": 0.0366968959569931, |
|
"eval_runtime": 0.6753, |
|
"eval_samples_per_second": 53.307, |
|
"eval_steps_per_second": 7.404, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 13.285714285714286, |
|
"grad_norm": 8.39885396999307e-05, |
|
"learning_rate": 8.148148148148148e-06, |
|
"loss": 0.0, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 13.285714285714286, |
|
"eval_accuracy": 0.9722222222222222, |
|
"eval_loss": 0.06323710083961487, |
|
"eval_runtime": 0.4956, |
|
"eval_samples_per_second": 72.642, |
|
"eval_steps_per_second": 10.089, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 19.857142857142858, |
|
"grad_norm": 6.093415504437871e-05, |
|
"learning_rate": 7.407407407407407e-07, |
|
"loss": 0.0, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 19.857142857142858, |
|
"eval_accuracy": 0.9722222222222222, |
|
"eval_loss": 0.0674421563744545, |
|
"eval_runtime": 0.5889, |
|
"eval_samples_per_second": 61.134, |
|
"eval_steps_per_second": 8.491, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 20.571428571428573, |
|
"step": 31, |
|
"total_flos": 2.717436247668818e+17, |
|
"train_loss": 4.973743231065812e-06, |
|
"train_runtime": 517.3884, |
|
"train_samples_per_second": 2.996, |
|
"train_steps_per_second": 0.06 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 31, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 31, |
|
"save_steps": 10, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.01 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 2 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 2.717436247668818e+17, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|