code: def img2img_transformer2d_q3():
    
    hparams = img2img_transformer2d_q1()
    hparams.batch_size = 2
    hparams.query_shape = (8, 16)
    hparams.memory_flange = (8, 32)
    return hparams
docs: Current best hparams for local 2d.