Source code for domainlab.compos.vae.zoo_vae_builders_classif_topic

"""
Chain node VAE builders
"""
from domainlab.compos.vae.compos.decoder_concat_vec_reshape_conv_gated_conv import (
    DecoderConcatLatentFCReshapeConvGatedConv,
)
from domainlab.compos.vae.compos.encoder_xydt_elevator import XYDTEncoderArg
from domainlab.compos.vae.zoo_vae_builders_classif import NodeVAEBuilderArg




class NodeVAEBuilderImgTopic(NodeVAEBuilderArg):
    """NodeVAEBuilderImgTopic."""



    def is_myjob(self, request):
        """is_myjob.

        :param request:
        """
        self.args = request.args
        flag = True  # @FIXME
        self.config_img(flag, request)
        return flag




    def build_encoder(self, device, topic_dim):
        """build_encoder.

        :param device:
        :param topic_dim:
        """
        encoder = XYDTEncoderArg(
            device,
            topic_dim,
            self.zd_dim,
            self.zx_dim,
            self.zy_dim,
            self.i_c,
            self.i_h,
            self.i_w,
            args=self.args,
        )
        return encoder




    def build_decoder(self, topic_dim):
        """build_decoder.

        :param topic_dim:
        """
        decoder = DecoderConcatLatentFCReshapeConvGatedConv(
            z_dim=self.zd_dim + self.zx_dim + self.zy_dim + topic_dim,
            i_c=self.i_c,
            i_w=self.i_w,
            i_h=self.i_h,
        )
        return decoder