777e5ad9e766b32f43ddbbb1a98af3b34593343e,hypergan/gans/alpha_gan.py,AlphaGAN,create,#AlphaGAN#,45

Before Change

            // project the output of the autoencoder
            projection_input = ops.reshape(encoder.sample, [ops.shape(encoder.sample)[0],-1])
            projections = []
            for projection in uniform_encoder.config.projections:
                projection = uniform_encoder.lookup(projection)(uniform_encoder.config, self.gan, projection_input)
                projection = ops.reshape(projection, ops.shape(encoder.sample))
                projections.append(projection)
            z_hat = tf.concat(axis=3, values=projections)

            z = ops.reshape(z, ops.shape(z_hat))
            // end encoding

After Change

            z_size = 1
            for size in ops.shape(encoder.sample)[1:]:
                z_size *= size
            uniform_encoder_config.z = z_size // len(uniform_encoder_config.projections)
            uniform_encoder = UniformEncoder(self, uniform_encoder_config)
            uniform_encoder.create()

            self.generator = self.create_component(config.generator)

Instances