code: def test_all_zero_size_tensors_do_not_launch_kernel(
      self, device, dtype, op
  ):
      wrapped_op, _, inplace_op, _ = self._get_funcs(op)
  
      for sample in op.sample_zero_size_inputs(device, dtype):
          if op.supports_out:
              wrapped_op(
                  (sample.input, *sample.args),
                  is_cuda=self.is_cuda,
                  expect_fastpath=True,
                  zero_size=True,
              )
          with InplaceForeachVersionBumpCheck(self, sample.input):
              inplace_op(
                  (sample.input, *sample.args),
                  is_cuda=self.is_cuda,
                  expect_fastpath=True,
                  zero_size=True,
              )
  
imports: from contextlib import nullcontext
  from numbers import Number
  import random
  import re
  import torch
  import unittest
  import itertools
  import weakref
  from torch.testing import make_tensor
  from torch.testing._comparison import default_tolerances
  from torch.testing._internal.common_cuda import TEST_MULTIGPU
  from torch.testing._internal.common_utils import TestCase, run_tests, TEST_WITH_ROCM, skipIfTorchDynamo, parametrize, gradcheck
  from torch.testing._internal.common_device_type import instantiate_device_type_tests, dtypes, onlyCUDA, ops, OpDTypes
  from torch.testing._internal.common_methods_invocations import foreach_unary_op_db, foreach_binary_op_db, foreach_pointwise_op_db, foreach_reduce_op_db, foreach_other_op_db
  from torch.testing._internal.common_dtype import all_types_and_complex_and, floating_types_and, floating_types, integral_types_and
label_desc: Use image node_id 3 for calling the TestForeach obj's underlying member method code with example usage: obj.test_all_zero_size_tensors_do_not_launch_kernel(device, dtype, op) without return types