Increasing learning rate for segmentation

I am finding that for a segmentation problem, loss decreases over time a lot. To be able to learn, I need to increase learning rate instead of decreasing. Is it normal to do this or there might be some problem with my training schedule?

1 Like

Can you show the plot of your loss? I don’t think you will have to increase it, but start off with even a higher one and then gradually decrease it. You will have to show a graph of both your losses to really know.

ok, I ll generate and update.

1 Like

Moved to the advanced category.

I saw the problem was because I was using small learning rate to start with.