code: def _forward_with_exceptions(x, model, y_pred, state):
      dx = state[x]
  
      # Forward Pass
      try:
          exc_info = sys.exc_info()
          state[y_pred] = state[model](
              *_get_param_list(dx), state=state
          )
      except Exception as e:
          error = []
          try:
              state[y_pred] = state[model](*_get_param_list(dx))
          except TypeError as e2:
              if isinstance(
                  e, TypeError
              ):  # If both are type errors, show both.
                  error.append(e2)
              error.append(e)
              raise Exception(error)
          except Exception as e2:
              if not isinstance(e, TypeError):
                  error.append(e)
              error.append(e2)
              raise Exception(error)
      finally:
          print_trace = False
          for exc in exc_info:
              if exc is not None:
                  print_trace = True
  
          traceback.print_exception(*exc_info) if print_trace else None
  
imports: import functools
  import traceback
  import warnings
  import torch
  from packaging import version
  import torchbearer
  import sys
label_desc: Use image node_id 5 for calling a global function with example usage: _forward_with_exceptions(x, model, y_pred, state) without return types