code: def test_autocast_arguments_binding(self):
      def f1(x):
          with torch.cuda.amp.autocast(False):
              x = torch.sin(x + 1)
          return x
  
      def f2(x):
          with torch.cpu.amp.autocast(False):
              x = torch.cos(x + 1)
          return x
  
      x = torch.rand([2, 3])
      ref1 = f1(x)
      ref2 = f2(x)
      opt_f1 = torch.compile(backend="eager")(f1)
      opt_f2 = torch.compile(backend="eager")(f2)
      res1 = opt_f1(x)
      res2 = opt_f2(x)
      self.assertTrue(same(ref1, res1))
      self.assertTrue(same(ref2, res2))
  
imports: import unittest
  import torch
  import torch._dynamo.test_case
  import torch._dynamo.testing
  import torch.onnx.operators
  from torch._dynamo.testing import EagerAndRecordGraphs, normalize_gm, same
  from torch.nn import functional
  from torch.testing._internal.common_cuda import PLATFORM_SUPPORTS_FLASH_ATTENTION
  from torch.testing._internal.common_utils import TEST_WITH_ROCM
label_desc: Use image node_id 23 for calling the CtxManagerTests obj's underlying member method code with example usage: obj.test_autocast_arguments_binding() and returns: x, x