3 Commits

Author	SHA1	Message	Date
Adrià Arrufat	57bb5eb58d	use running stats to track losses (#2041)	2020-03-30 20:20:50 -04:00
Davis King	0057461a62	Promote some of the sub-network methods into the add_loss_layer interface so users don't have to write .subnet() so often.	2020-03-29 12:17:56 -04:00
Adrià Arrufat	f42f100d0f	Add DCGAN example (#2035) ... * wip: dcgan-example * wip: dcgan-example * update example to use leaky_relu and remove bias from net * wip * it works! * add more comments * add visualization code * add example documentation * rename example * fix comment * better comment format * fix the noise generator seed * add message to hit enter for image generation * fix srand, too * add std::vector overload to update_parameters * improve training stability * better naming of variables make sure it is clear we update the generator with the discriminator's gradient using fake samples and true labels * fix comment: generator -> discriminator * update leaky_relu docs to match the relu ones * replace not with ! * add Davis' suggestions to make training more stable * use tensor instead of resizable_tensor * do not use dnn_trainer for discriminator	2020-03-29 11:07:38 -04:00