code: def remat_of_for_loop(nsteps, body, state, **kwargs):
      return jax.remat(
          lambda state: for_loop.for_loop(nsteps, body, state, **kwargs)
      )(state)
  
imports: from functools import partial
  from absl.testing import absltest
  from absl.testing import parameterized
  import numpy
  import jax
  from jax import random
  from jax._src import test_util
  from jax._src.lax.control_flow import for_loop
  import jax.numpy
  from jax import config
label_desc: Use image node_id 1 for calling a global function with example usage: remat_of_for_loop(nsteps, body, state) and returns: jax