|
{ |
|
"best_metric": 0.21256890892982483, |
|
"best_model_checkpoint": "headgear_image_detection/checkpoint-4290", |
|
"epoch": 30.0, |
|
"eval_steps": 500, |
|
"global_step": 4290, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7290209790209791, |
|
"eval_loss": 2.6553964614868164, |
|
"eval_runtime": 10.0273, |
|
"eval_samples_per_second": 114.088, |
|
"eval_steps_per_second": 14.261, |
|
"step": 143 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.902972027972028, |
|
"eval_loss": 2.1697092056274414, |
|
"eval_runtime": 9.9469, |
|
"eval_samples_per_second": 115.01, |
|
"eval_steps_per_second": 14.376, |
|
"step": 286 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9187062937062938, |
|
"eval_loss": 1.7559250593185425, |
|
"eval_runtime": 9.8134, |
|
"eval_samples_per_second": 116.575, |
|
"eval_steps_per_second": 14.572, |
|
"step": 429 |
|
}, |
|
{ |
|
"epoch": 3.5, |
|
"learning_rate": 8.938679245283019e-06, |
|
"loss": 2.2545, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9344405594405595, |
|
"eval_loss": 1.4289305210113525, |
|
"eval_runtime": 9.811, |
|
"eval_samples_per_second": 116.603, |
|
"eval_steps_per_second": 14.575, |
|
"step": 572 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9519230769230769, |
|
"eval_loss": 1.18740975856781, |
|
"eval_runtime": 9.8832, |
|
"eval_samples_per_second": 115.752, |
|
"eval_steps_per_second": 14.469, |
|
"step": 715 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.958041958041958, |
|
"eval_loss": 0.9960336685180664, |
|
"eval_runtime": 9.778, |
|
"eval_samples_per_second": 116.997, |
|
"eval_steps_per_second": 14.625, |
|
"step": 858 |
|
}, |
|
{ |
|
"epoch": 6.99, |
|
"learning_rate": 7.75943396226415e-06, |
|
"loss": 1.0623, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.958916083916084, |
|
"eval_loss": 0.8572256565093994, |
|
"eval_runtime": 9.8908, |
|
"eval_samples_per_second": 115.664, |
|
"eval_steps_per_second": 14.458, |
|
"step": 1001 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.9641608391608392, |
|
"eval_loss": 0.7423418760299683, |
|
"eval_runtime": 9.8887, |
|
"eval_samples_per_second": 115.687, |
|
"eval_steps_per_second": 14.461, |
|
"step": 1144 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.965034965034965, |
|
"eval_loss": 0.6517500281333923, |
|
"eval_runtime": 9.8492, |
|
"eval_samples_per_second": 116.152, |
|
"eval_steps_per_second": 14.519, |
|
"step": 1287 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.9729020979020979, |
|
"eval_loss": 0.5715993046760559, |
|
"eval_runtime": 9.9888, |
|
"eval_samples_per_second": 114.528, |
|
"eval_steps_per_second": 14.316, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 10.49, |
|
"learning_rate": 6.580188679245284e-06, |
|
"loss": 0.5734, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_accuracy": 0.9711538461538461, |
|
"eval_loss": 0.5096693634986877, |
|
"eval_runtime": 9.806, |
|
"eval_samples_per_second": 116.663, |
|
"eval_steps_per_second": 14.583, |
|
"step": 1573 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_accuracy": 0.9772727272727273, |
|
"eval_loss": 0.4560704827308655, |
|
"eval_runtime": 9.9786, |
|
"eval_samples_per_second": 114.645, |
|
"eval_steps_per_second": 14.331, |
|
"step": 1716 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_accuracy": 0.9790209790209791, |
|
"eval_loss": 0.4156966507434845, |
|
"eval_runtime": 9.8265, |
|
"eval_samples_per_second": 116.42, |
|
"eval_steps_per_second": 14.552, |
|
"step": 1859 |
|
}, |
|
{ |
|
"epoch": 13.99, |
|
"learning_rate": 5.400943396226416e-06, |
|
"loss": 0.3549, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_accuracy": 0.9790209790209791, |
|
"eval_loss": 0.381658136844635, |
|
"eval_runtime": 9.8934, |
|
"eval_samples_per_second": 115.633, |
|
"eval_steps_per_second": 14.454, |
|
"step": 2002 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_accuracy": 0.9755244755244755, |
|
"eval_loss": 0.35159438848495483, |
|
"eval_runtime": 9.8102, |
|
"eval_samples_per_second": 116.614, |
|
"eval_steps_per_second": 14.577, |
|
"step": 2145 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_accuracy": 0.9807692307692307, |
|
"eval_loss": 0.3298424482345581, |
|
"eval_runtime": 9.7878, |
|
"eval_samples_per_second": 116.88, |
|
"eval_steps_per_second": 14.61, |
|
"step": 2288 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_accuracy": 0.9798951048951049, |
|
"eval_loss": 0.30800941586494446, |
|
"eval_runtime": 9.9164, |
|
"eval_samples_per_second": 115.364, |
|
"eval_steps_per_second": 14.42, |
|
"step": 2431 |
|
}, |
|
{ |
|
"epoch": 17.48, |
|
"learning_rate": 4.221698113207548e-06, |
|
"loss": 0.2461, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_accuracy": 0.9790209790209791, |
|
"eval_loss": 0.288138210773468, |
|
"eval_runtime": 9.933, |
|
"eval_samples_per_second": 115.172, |
|
"eval_steps_per_second": 14.396, |
|
"step": 2574 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_accuracy": 0.9781468531468531, |
|
"eval_loss": 0.2730049192905426, |
|
"eval_runtime": 10.0234, |
|
"eval_samples_per_second": 114.133, |
|
"eval_steps_per_second": 14.267, |
|
"step": 2717 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_accuracy": 0.9816433566433567, |
|
"eval_loss": 0.26286110281944275, |
|
"eval_runtime": 9.8422, |
|
"eval_samples_per_second": 116.234, |
|
"eval_steps_per_second": 14.529, |
|
"step": 2860 |
|
}, |
|
{ |
|
"epoch": 20.98, |
|
"learning_rate": 3.04245283018868e-06, |
|
"loss": 0.186, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_accuracy": 0.9746503496503497, |
|
"eval_loss": 0.2534734904766083, |
|
"eval_runtime": 9.9699, |
|
"eval_samples_per_second": 114.745, |
|
"eval_steps_per_second": 14.343, |
|
"step": 3003 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_accuracy": 0.9772727272727273, |
|
"eval_loss": 0.24190376698970795, |
|
"eval_runtime": 9.9761, |
|
"eval_samples_per_second": 114.674, |
|
"eval_steps_per_second": 14.334, |
|
"step": 3146 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_accuracy": 0.9772727272727273, |
|
"eval_loss": 0.23993928730487823, |
|
"eval_runtime": 10.0017, |
|
"eval_samples_per_second": 114.38, |
|
"eval_steps_per_second": 14.298, |
|
"step": 3289 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_accuracy": 0.9816433566433567, |
|
"eval_loss": 0.2285631150007248, |
|
"eval_runtime": 9.8472, |
|
"eval_samples_per_second": 116.175, |
|
"eval_steps_per_second": 14.522, |
|
"step": 3432 |
|
}, |
|
{ |
|
"epoch": 24.48, |
|
"learning_rate": 1.8632075471698114e-06, |
|
"loss": 0.154, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_accuracy": 0.9807692307692307, |
|
"eval_loss": 0.22374440729618073, |
|
"eval_runtime": 9.8249, |
|
"eval_samples_per_second": 116.439, |
|
"eval_steps_per_second": 14.555, |
|
"step": 3575 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_accuracy": 0.9790209790209791, |
|
"eval_loss": 0.22004003822803497, |
|
"eval_runtime": 9.8649, |
|
"eval_samples_per_second": 115.967, |
|
"eval_steps_per_second": 14.496, |
|
"step": 3718 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_accuracy": 0.9781468531468531, |
|
"eval_loss": 0.21849653124809265, |
|
"eval_runtime": 9.8212, |
|
"eval_samples_per_second": 116.482, |
|
"eval_steps_per_second": 14.56, |
|
"step": 3861 |
|
}, |
|
{ |
|
"epoch": 27.97, |
|
"learning_rate": 6.839622641509434e-07, |
|
"loss": 0.1372, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_accuracy": 0.9781468531468531, |
|
"eval_loss": 0.21514995396137238, |
|
"eval_runtime": 10.0429, |
|
"eval_samples_per_second": 113.912, |
|
"eval_steps_per_second": 14.239, |
|
"step": 4004 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_accuracy": 0.9790209790209791, |
|
"eval_loss": 0.21269026398658752, |
|
"eval_runtime": 9.7945, |
|
"eval_samples_per_second": 116.8, |
|
"eval_steps_per_second": 14.6, |
|
"step": 4147 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_accuracy": 0.9798951048951049, |
|
"eval_loss": 0.21256890892982483, |
|
"eval_runtime": 9.7553, |
|
"eval_samples_per_second": 117.269, |
|
"eval_steps_per_second": 14.659, |
|
"step": 4290 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 4290, |
|
"num_train_epochs": 30, |
|
"save_steps": 500, |
|
"total_flos": 1.063981656100307e+19, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|