InfoGAN doesnt train with default parameters for celebA dataset

tdeboissiere / DeepLearningImplementations

Implementation of recent Deep Learning papers

MIT License

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Closed anshkapil closed 6 years ago

anshkapil commented 6 years ago

After 100 epochs: D tot: 0.2766 - D log: 0.0055 - D cat: 1.1600 - D cont: -0.8890 - G tot: 11.2585 - G log: 12.5444 - G cat: 0.0936 - G cont: -1.3795

Are there different parameters for celebA dataset ?

tdeboissiere commented 6 years ago

I have actually only been able to train successfully with MNIST. CelebA was provided for experimentation but I haven't searched the hyperparam space.