qinenergy/cotta

Query about speed of inference on semantic segmentation.

Opened this issue · 3 comments

zwbx commented

Hi, thanks for your nick work.
I find it is a little bit slow to inference on semantic segmentation code, the speed is less than 1 task/s on 1 v100.
Is this a normal case? or there are anything to do?
Thanks:-)

Same here

@zwbx Hi, did you figure out what is the most reason?
I think this is because CoTTA uses augmentation processes like [0.5, 1.0, 1.5, ..] when doing each image's inferences.

zwbx commented