temporary: the only valid use of a module is looking up an attribute but found = prim::SetAttr[name="num_batches_tracked"](%self, %11)

[MHGL]

🐞Describe the bug

I got this error while: nn.BatchNorm2d -> torch.jit.script -> coreml

Trace

Traceback (most recent call last):
  File "mini_code.py", line 13, in <module>
    model = ct.convert(
  File "/opt/conda/lib/python3.8/site-packages/coremltools/converters/_converters_entry.py", line 175, in convert
    mlmodel = mil_convert(
  File "/opt/conda/lib/python3.8/site-packages/coremltools/converters/mil/converter.py", line 128, in mil_convert
    proto = mil_convert_to_proto(model, convert_from, convert_to,
  File "/opt/conda/lib/python3.8/site-packages/coremltools/converters/mil/converter.py", line 171, in mil_convert_to_proto
    prog = frontend_converter(model, **kwargs)
  File "/opt/conda/lib/python3.8/site-packages/coremltools/converters/mil/converter.py", line 85, in __call__
    return load(*args, **kwargs)
  File "/opt/conda/lib/python3.8/site-packages/coremltools/converters/mil/frontend/torch/load.py", line 70, in load
    converter = TorchConverter(torchscript, inputs, outputs, cut_at_symbols)
  File "/opt/conda/lib/python3.8/site-packages/coremltools/converters/mil/frontend/torch/converter.py", line 145, in __init__
    raw_graph, params_dict = self._expand_and_optimize_ir(self.torchscript)
  File "/opt/conda/lib/python3.8/site-packages/coremltools/converters/mil/frontend/torch/converter.py", line 262, in _expand_and_optimize_ir
    graph, params = _torch._C._jit_pass_lower_graph(
RuntimeError: 
temporary: the only valid use of a module is looking up an attribute but found  = prim::SetAttr[name="num_batches_tracked"](%self, %11)
:

To Reproduce

import torch
import coremltools as ct

# init torch module
torch_model = torch.nn.BatchNorm2d(3)

# script
script_model = torch.jit.script(torch_model)

# Convert to Core ML using the Unified Conversion API
model = ct.convert(
    script_model,
    inputs=[ct.ImageType(name="input", shape=(1, 3, 224, 224))],
)

System environment (please complete the following information):

• coremltools version (e.g., 3.0b5): 4.1
• OS (e.g., MacOS, Linux): Ubuntu20.04 LTS
• How you install python (anaconda, virtualenv, system): miniconda
• python version (e.g. 3.7): 3.8.5
• any other relevant information:
  • pytorch version: 1.9.0
  • gpu: GeForce GTX 1650
  • driver: Driver Version: 460.80
  • CUDA: CUDA Version: 11.2