code: def test_type_check_conv2D_2(self):
      class BasicBlock(torch.nn.Module):
          def __init__(self, inplanes, planes, stride=1):
              super().__init__()
              norm_layer = torch.nn.BatchNorm2d
              self.conv1 = conv3x3(inplanes, planes, stride)
              self.bn1 = norm_layer(planes)
  
          def forward(self, x: TensorType((5, 2, 3, 4))):
              identity = x
              out = self.conv1(x)
              out += identity
              return out
  
      B = BasicBlock(2, 2)
      b = B.forward(torch.rand(5, 2, 3, 4))
  
      ast_rewriter = RewritingTracer()
      graph = ast_rewriter.trace(B)
      traced = GraphModule(ast_rewriter.root, graph, "gm")
      tc = GraphTypeChecker({}, traced)
      tc.type_check()
      t = TensorType((5, 2, 3, 4))
      for n in graph.nodes:
          if n.op == "placeholder":
              assert n.type == t
          if n.op == "call_function":
              assert n.type == t
          if n.op == "output":
              assert torch.Size(n.type.__args__) == b.shape
          if n.op == "call_module":
              assert n.type == t
  
      B = BasicBlock(1, 2)
      ast_rewriter = RewritingTracer()
      graph = ast_rewriter.trace(B)
      traced = GraphModule(ast_rewriter.root, graph, "gm")
      tc = GraphTypeChecker({}, traced)
      with self.assertRaises(TypeError):
          tc.type_check()
  
imports: import unittest
  import torch
  from torch.fx import symbolic_trace
  from torch.fx.experimental.unify_refinements import infer_symbolic_types
  from torch.fx.experimental.refinement_types import Equality
  from torch.fx.tensor_type import TensorType, Dyn, is_consistent, is_more_precise
  from torch.fx.annotate import annotate
  from torch.fx.experimental.graph_gradual_typechecker import GraphTypeChecker, broadcast_types, Refine
  from torch.fx.experimental.rewriter import RewritingTracer
  from torch.fx import GraphModule
  from torch.fx.passes.shape_prop import ShapeProp
  from torch.testing._internal.common_utils import TestCase
  import sympy
label_desc: Use image node_id 16 for calling the TypeCheckerTest obj's underlying member method code with example usage: obj.test_type_check_conv2D_2() and returns: out