|
{ |
|
"best_metric": 0.8673469387755102, |
|
"best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-housplants/checkpoint-28", |
|
"epoch": 5.0, |
|
"eval_steps": 500, |
|
"global_step": 35, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7346938775510204, |
|
"eval_loss": 0.619100034236908, |
|
"eval_runtime": 2.3859, |
|
"eval_samples_per_second": 41.075, |
|
"eval_steps_per_second": 1.677, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 1.4285714285714286, |
|
"grad_norm": 0.6459439992904663, |
|
"learning_rate": 4.032258064516129e-05, |
|
"loss": 0.663, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8571428571428571, |
|
"eval_loss": 0.4970492124557495, |
|
"eval_runtime": 2.3776, |
|
"eval_samples_per_second": 41.219, |
|
"eval_steps_per_second": 1.682, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 2.857142857142857, |
|
"grad_norm": 0.7293534874916077, |
|
"learning_rate": 2.4193548387096777e-05, |
|
"loss": 0.5043, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8571428571428571, |
|
"eval_loss": 0.4364696741104126, |
|
"eval_runtime": 2.38, |
|
"eval_samples_per_second": 41.176, |
|
"eval_steps_per_second": 1.681, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8673469387755102, |
|
"eval_loss": 0.4006994068622589, |
|
"eval_runtime": 2.3915, |
|
"eval_samples_per_second": 40.978, |
|
"eval_steps_per_second": 1.673, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 4.285714285714286, |
|
"grad_norm": 0.7392838597297668, |
|
"learning_rate": 8.064516129032258e-06, |
|
"loss": 0.3979, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8673469387755102, |
|
"eval_loss": 0.38987594842910767, |
|
"eval_runtime": 2.4565, |
|
"eval_samples_per_second": 39.894, |
|
"eval_steps_per_second": 1.628, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 35, |
|
"total_flos": 3.382525346676941e+17, |
|
"train_loss": 0.4982973950249808, |
|
"train_runtime": 161.5513, |
|
"train_samples_per_second": 27.019, |
|
"train_steps_per_second": 0.217 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 35, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"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": 3.382525346676941e+17, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|