|
{ |
|
"best_metric": 0.8239795918367347, |
|
"best_model_checkpoint": "dinov2-base-rawdata-finetuned-SkinDisease/checkpoint-70", |
|
"epoch": 10.0, |
|
"eval_steps": 500, |
|
"global_step": 70, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.29336734693877553, |
|
"eval_loss": 2.5043179988861084, |
|
"eval_runtime": 6.2443, |
|
"eval_samples_per_second": 62.777, |
|
"eval_steps_per_second": 0.641, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 1.4285714285714286, |
|
"grad_norm": 91.53591918945312, |
|
"learning_rate": 4.761904761904762e-05, |
|
"loss": 3.0966, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.40561224489795916, |
|
"eval_loss": 1.808035135269165, |
|
"eval_runtime": 5.5878, |
|
"eval_samples_per_second": 70.153, |
|
"eval_steps_per_second": 0.716, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 2.857142857142857, |
|
"grad_norm": 78.80509948730469, |
|
"learning_rate": 3.968253968253968e-05, |
|
"loss": 1.6416, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.5561224489795918, |
|
"eval_loss": 1.3656367063522339, |
|
"eval_runtime": 6.0741, |
|
"eval_samples_per_second": 64.537, |
|
"eval_steps_per_second": 0.659, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6632653061224489, |
|
"eval_loss": 1.0316075086593628, |
|
"eval_runtime": 6.0396, |
|
"eval_samples_per_second": 64.905, |
|
"eval_steps_per_second": 0.662, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 4.285714285714286, |
|
"grad_norm": 47.57957077026367, |
|
"learning_rate": 3.1746031746031745e-05, |
|
"loss": 0.9959, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.6989795918367347, |
|
"eval_loss": 0.9350685477256775, |
|
"eval_runtime": 5.5096, |
|
"eval_samples_per_second": 71.149, |
|
"eval_steps_per_second": 0.726, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 5.714285714285714, |
|
"grad_norm": 51.770687103271484, |
|
"learning_rate": 2.380952380952381e-05, |
|
"loss": 0.7114, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.7091836734693877, |
|
"eval_loss": 0.840167224407196, |
|
"eval_runtime": 6.6782, |
|
"eval_samples_per_second": 58.698, |
|
"eval_steps_per_second": 0.599, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.7551020408163265, |
|
"eval_loss": 0.7250941395759583, |
|
"eval_runtime": 6.5348, |
|
"eval_samples_per_second": 59.986, |
|
"eval_steps_per_second": 0.612, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 7.142857142857143, |
|
"grad_norm": 48.86288070678711, |
|
"learning_rate": 1.5873015873015872e-05, |
|
"loss": 0.5098, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.7882653061224489, |
|
"eval_loss": 0.6774773597717285, |
|
"eval_runtime": 6.5943, |
|
"eval_samples_per_second": 59.445, |
|
"eval_steps_per_second": 0.607, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 8.571428571428571, |
|
"grad_norm": 50.32086944580078, |
|
"learning_rate": 7.936507936507936e-06, |
|
"loss": 0.394, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.7908163265306123, |
|
"eval_loss": 0.6402073502540588, |
|
"eval_runtime": 5.5562, |
|
"eval_samples_per_second": 70.552, |
|
"eval_steps_per_second": 0.72, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 39.44784164428711, |
|
"learning_rate": 0.0, |
|
"loss": 0.336, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.8239795918367347, |
|
"eval_loss": 0.5953671932220459, |
|
"eval_runtime": 5.497, |
|
"eval_samples_per_second": 71.312, |
|
"eval_steps_per_second": 0.728, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"step": 70, |
|
"total_flos": 3.601200153797591e+18, |
|
"train_loss": 1.0979123047419956, |
|
"train_runtime": 797.9064, |
|
"train_samples_per_second": 44.166, |
|
"train_steps_per_second": 0.088 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 70, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 10, |
|
"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": 3.601200153797591e+18, |
|
"train_batch_size": 128, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|