Is it normal for DEVA's training speed to be much slower than XMem? about tracking-anything-with-deva HOT 5 CLOSED

Does anyone else have this problem?

from tracking-anything-with-deva.

The training parameters are different so I would expect there to be some differences.

from tracking-anything-with-deva.

The training parameters are different so I would expect there to be some differences.

But now my training speed for DEVA is more than 10 times slower than training for XMem, is this normal? Is there any solution? I cannot reproduce DEVA at this speed.

from tracking-anything-with-deva.

The training speed depends on various factors. I think the general rule is that if your GPU has high utilization (and high power consumption), it is doing fine.

from tracking-anything-with-deva.

The training speed depends on various factors. I think the general rule is that if your GPU has high utilization (and high power consumption), it is doing fine.

My gpu usage is almost zero now, mainly because I am stuck in reading data for a long time,

from tracking-anything-with-deva.