def get_installed_pypackages():
    return {p.project_name.lower(): p for p in pkg_resources.working_set}
def residual_with_slice_fn(inp, out):
      inp_sliced = array_ops.slice(inp, [0, 0], [-1, 3])
      return inp_sliced + out