def METHOD_NAME(feat):
    hidden_dim = 128
    forward, _ = fluid.layers.dynamic_lstm(
        input=feat, size=hidden_dim * 4, use_peepholes=False)
    output = fluid.layers.sequence_last_step(forward)
    return output