search

CQFIO / PhotographicImageSynthesis

Photographic Image Synthesis with Cascaded Refinement Networks
https://cqf.io/ImageSynthesis/
1.25k stars 227 forks source link

number of epochs #15

Closed roimehrez closed 7 years ago

roimehrez commented 7 years ago

You write in the paper that you rescale {lambda_l} after 100 epochs.

  1. What is the total number of epochs you use?
  2. Do you rescale the values such that all loss P0 to P5 will have the same expected value?

Thanks

CQFIO commented 7 years ago

  1. I use 200 epochs for 256p, and fine-tune 20 epochs for 512p and 5 epochs for 1024p.

  2. Yes, the main purpose is to let P0-P5 have similar contributions to the loss function.