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Generator is not learning in One to Many CGANs

I am still new to GANs and trying to implement the One to Many CGAN, on the MNIST Dataset, to generate a sequence of images (with the number of output images equal to the number of generators) from a sum. For example, A 4-generators 1-discriminator CGANS model will generate 4 digit number images: [3, 2, 6] if the inputs are [noise, noise, noise, noise] and condition = 11.