text: import unittest
  
  from chainer.backends import cuda
  from chainer import initializers
  from chainer import testing
  from chainer.testing import attr
  import numpy
  
  
  @testing.parameterize(*testing.product({
      'target': [
          initializers.Uniform,
          initializers.LeCunUniform,
          initializers.HeUniform,
          initializers.GlorotUniform,
      ],
      'shape': [(2, 3), (2, 3, 4)],
      'dtype': [numpy.float16, numpy.float32, numpy.float64],
  }))
  class TestUniform(unittest.TestCase):
  
      scale = 0.1
  
      def check_initializer(self, w):
          initializer = self.target(scale=self.scale)
          initializer(w)
          self.assertTupleEqual(w.shape, self.shape)
          self.assertEqual(w.dtype, self.dtype)
  
      def test_initializer_cpu(self):
          w = numpy.empty(self.shape, dtype=self.dtype)
          self.check_initializer(w)
  
      @attr.gpu
      def test_initializer_gpu(self):
          w = cuda.cupy.empty(self.shape, dtype=self.dtype)
          self.check_initializer(w)
  
      def check_shaped_initializer(self, xp):
          initializer = self.target(scale=self.scale, dtype=self.dtype)
          w = initializers.generate_array(initializer, self.shape, xp)
          self.assertIs(cuda.get_array_module(w), xp)
          self.assertTupleEqual(w.shape, self.shape)
          self.assertEqual(w.dtype, self.dtype)
  
      def test_shaped_initializer_cpu(self):
          self.check_shaped_initializer(numpy)
  
      @attr.gpu
      def test_shaped_initializer_gpu(self):
          self.check_shaped_initializer(cuda.cupy)
  
  
  testing.run_module(__name__, __file__)
  