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Hi.
I have noticed that the img_losses and the reg_losses doesn't change much after 200-300 iterations and the PSNR values remain the same if we train for 5k iters for 500 iters. What could be the issue here? How to check if it is stuck at a local minima? Can you provide some insight into this?
I would tweak the hyperparameters, like increase the learning rate, change the learning rate schedule and/or the regularizer lambdas. Given that this is a high dimensional optimization tasks, it is hard to give a succinct recommendation what would work best for a particular case.
Hi.
I have noticed that the img_losses and the reg_losses doesn't change much after 200-300 iterations and the PSNR values remain the same if we train for 5k iters for 500 iters. What could be the issue here? How to check if it is stuck at a local minima? Can you provide some insight into this?
Image set res is 720x1280
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