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Toy Dataset

8gaussians Dataset Training

  • orange is the real data
  • green is the generated data
  • Total Iterations : 300000 generator iters

Wasserstein Distance

swissroll_wasserstein_distance

Discriminator Cost Function Curve

8gaussians_disc_cost

Generator Cost Function Curve

8gaussians_gen_cost

A Gif for first 30000 iterations

8gaussians

25gaussians Dataset Training

  • orange is the real data
  • green is the generated data
  • Total Iterations : 300000 generator iters

Discriminator Cost Function Curve

8gaussians_disc_cost

Generator Cost Function Curve

8gaussians_gen_cost

A Gif for first 30000 iterations

8gaussians

Swissroll Dataset Training

  • orange is the real data
  • green is the generated data
  • Total Iterations : 300000 generator iters

Wasserstein Distance

swissroll_wasserstein_distance

Discriminator Cost Function Curve

8gaussians_disc_cost

Generator Cost Function Curve

8gaussians_gen_cost

A Gif for first 30000 iterations

8gaussians