code: def testScaleAndTranslateGradFinite(self, antialias):
      image_shape = [1, 6, 7, 1]
      target_shape = [1, 3, 3, 1]
  
      data = [
          51,
          38,
          32,
          89,
          41,
          21,
          97,
          51,
          33,
          87,
          89,
          34,
          21,
          97,
          43,
          25,
          25,
          92,
          41,
          11,
          84,
          11,
          55,
          111,
          23,
          99,
          50,
          83,
          13,
          92,
          52,
          43,
          90,
          43,
          14,
          89,
          71,
          32,
          23,
          23,
          35,
          93,
      ]
  
      x = jnp.array(data, dtype=jnp.float32).reshape(image_shape)
      scale_a = jnp.array([1.0, 0.35, 0.4, 1.0], dtype=jnp.float32)
      translation_a = jnp.array([0.0, 0.2, 0.1, 0.0], dtype=jnp.float32)
  
      def scale_fn(s):
          return jnp.sum(
              jax.image.scale_and_translate(
                  x,
                  target_shape,
                  (0, 1, 2, 3),
                  s,
                  translation_a,
                  "linear",
                  antialias,
                  precision=jax.lax.Precision.HIGHEST,
              )
          )
  
      scale_out = jax.grad(scale_fn)(scale_a)
      self.assertTrue(jnp.all(jnp.isfinite(scale_out)))
  
      def translate_fn(t):
          return jnp.sum(
              jax.image.scale_and_translate(
                  x,
                  target_shape,
                  (0, 1, 2, 3),
                  scale_a,
                  t,
                  "linear",
                  antialias,
                  precision=jax.lax.Precision.HIGHEST,
              )
          )
  
      translate_out = jax.grad(translate_fn)(translation_a)
      self.assertTrue(jnp.all(jnp.isfinite(translate_out)))
  
imports: from functools import partial
  import unittest
  import numpy
  from absl.testing import absltest
  import jax
  from jax import image
  from jax import numpy
  from jax._src import test_util
  from jax import config
label_desc: Use image node_id 9 for calling the ImageTest obj's underlying member method code with example usage: obj.testScaleAndTranslateGradFinite(antialias) and returns: jnp, jnp