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Different LR in configs than what's mentioned in the paper.

Open Y-T-G opened this issue 8 months ago • 0 comments

Is there a reason why the LR In the configs are different from MI-AOD which is what PPAL paper said it used as reference? The paper said that the MI-AOD config was followed, which is an LR of 0.001 for RetinaNet on both VOC0712 and COCO dataset.

PPAL image

MIAOD image

For example, for VOC0712, it's 0.002: https://github.com/ChenhongyiYang/PPAL/blob/15875ed7a524675bc6daeba79b3716a0abca2b64/configs/voc_active_learning/al_train/retinanet_26e.py#L22

And for COCO, it's 0.01: https://github.com/ChenhongyiYang/PPAL/blob/15875ed7a524675bc6daeba79b3716a0abca2b64/configs/coco_active_learning/al_train/retinanet_26e.py#L22

Y-T-G avatar Jun 01 '24 23:06 Y-T-G