DCGAN Results Discussion

Hi everyone. I built a 1D-DCGAN model recently (input is signal) and for the last 2 weeks, I’ve been dealing with the interpretation of the results. The Discriminator and Generator seem to converge since they are expected to be close to 0.5. Errors are looking alright. However, the FID score is always stable in some close range. I am not sure why. I’d appreciate any comments. Here are the latest figures: