In this implementation, the information loss is trained to simultaneously optimize G and D which is not True. Based on my understanding and the OpenAI implementation https://github.com/openai/InfoGAN, the information loss should be trained similarly as the GAN loss.
In this implementation, the information loss is trained to simultaneously optimize G and D which is not True. Based on my understanding and the OpenAI implementation https://github.com/openai/InfoGAN, the information loss should be trained similarly as the GAN loss.