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FedGAN-experiments

3 GAN architectures

  • Vanilla GAN
  • DCGAN
  • Wasserstein GAN (Gradient Penalty)

2 Communication Modes

  • Average Generator and Discriminator, Average Generator Only

GPU configuration

  • at least 2 GPU, tested with 4x RTX 2080ti/3090 on cluster

Datasets

  • MNIST
  • CelebA
  • TinyImageNet