code: def img2img_transformer2d_n31():
    
    hparams = img2img_transformer2d_base()
    hparams.batch_size = 1
    hparams.num_encoder_layers = 6
    hparams.num_decoder_layers = 12
    hparams.num_heads = 8
    hparams.query_shape = (16, 32)
    hparams.memory_flange = (16, 32)
    return hparams
docs: Set of hyperparameters.