code: def imagetransformer_b10l_4h_big_uncond_dr03_tpu():
    
    hparams = imagetransformer_bas8l_8h_big_uncond_dr03_imgnet()
    update_hparams_for_tpu(hparams)
    hparams.batch_size = 4
    hparams.num_heads = 4   # heads are expensive on tpu
    hparams.num_decoder_layers = 10
    hparams.block_length = 128
    hparams.hidden_size = 512
    hparams.filter_size = 1024
    hparams.learning_rate = 0.2
    hparams.layer_preprocess_sequence = "none"
    hparams.layer_postprocess_sequence = "dan"
    return hparams
docs: Small model for tpu cifar 10.