[Bug] Error when running sdxl with controlnet-union

[guyniv]

Your current environment information

libibverbs not available, ibv_fork_init skipped
Collecting environment information...
PyTorch version: 2.1.2+cu121
Is debug build: False
CUDA used to build PyTorch: 12.1
ROCM used to build PyTorch: N/A

OneFlow version: path: ['/home/guy/ft_comfy_resize_serving/.venv/lib/python3.10/site-packages/oneflow'], version: 0.9.1.dev20240724+cu122, git_commit: f230775, cmake_build_type: Release, rdma: True, mlir: True, enterprise: False
Nexfort version: none
OneDiff version: 1.1.1.dev66+ga6b8b05c
OneDiffX version: none

OS: Debian GNU/Linux 11 (bullseye) (x86_64)
GCC version: (Debian 10.2.1-6) 10.2.1 20210110
Clang version: 11.0.1-2
CMake version: Could not collect
Libc version: glibc-2.31

Python version: 3.10.13 (main, Feb 21 2024, 09:16:04) [GCC 10.2.1 20210110] (64-bit runtime)
Python platform: Linux-5.10.0-31-cloud-amd64-x86_64-with-glibc2.31
Is CUDA available: True
CUDA runtime version: Could not collect
CUDA_MODULE_LOADING set to: LAZY
GPU models and configuration: GPU 0: NVIDIA A100-SXM4-40GB
Nvidia driver version: 550.54.15
cuDNN version: Could not collect
HIP runtime version: N/A
MIOpen runtime version: N/A
Is XNNPACK available: True

CPU:
Architecture: x86_64
CPU op-mode(s): 32-bit, 64-bit
Byte Order: Little Endian
Address sizes: 46 bits physical, 48 bits virtual
CPU(s): 12
On-line CPU(s) list: 0-11
Thread(s) per core: 2
Core(s) per socket: 6
Socket(s): 1
NUMA node(s): 1
Vendor ID: GenuineIntel
CPU family: 6
Model: 85
Model name: Intel(R) Xeon(R) CPU @ 2.20GHz
Stepping: 7
CPU MHz: 2200.222
BogoMIPS: 4400.44
Hypervisor vendor: KVM
Virtualization type: full
L1d cache: 192 KiB
L1i cache: 192 KiB
L2 cache: 6 MiB
L3 cache: 38.5 MiB
NUMA node0 CPU(s): 0-11
Vulnerability Gather data sampling: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Mitigation; Enhanced IBRS
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl and seccomp
Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2: Mitigation; Enhanced / Automatic IBRS, IBPB conditional, RSB filling, PBRSB-eIBRS SW sequence
Vulnerability Srbds: Not affected
Vulnerability Tsx async abort: Vulnerable: Clear CPU buffers attempted, no microcode; SMT Host state unknown
Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ss ht syscall nx pdpe1gb rdtscp lm constant_tsc rep_good nopl xtopology nonstop_tsc cpuid tsc_known_freq pni pclmulqdq ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm abm 3dnowprefetch invpcid_single ssbd ibrs ibpb stibp ibrs_enhanced fsgsbase tsc_adjust bmi1 hle avx2 smep bmi2 erms invpcid rtm mpx avx512f avx512dq rdseed adx smap clflushopt clwb avx512cd avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves arat avx512_vnni md_clear arch_capabilities

Versions of relevant libraries:
[pip3] diffusers==0.28.2
[pip3] ltx-pytorchnvcodec==0.1.2
[pip3] mypy==1.6.1
[pip3] mypy-extensions==1.0.0
[pip3] numpy==1.26.1
[pip3] onnx==1.16.2
[pip3] onnx2torch==1.5.15
[pip3] onnxruntime==1.16.1
[pip3] onnxruntime-gpu==1.19.2
[pip3] open-clip-torch==2.24.0
[pip3] pytorch-lightning==2.1.4
[pip3] taming-transformers==0.0.1
[pip3] torch==2.1.2
[pip3] torchaudio==2.1.2
[pip3] torchmetrics==1.3.0.post0
[pip3] torchsde==0.2.6
[pip3] torchvision==0.16.2
[pip3] transformers==4.40.2
[pip3] triton==2.1.0
[conda] Could not collect

🐛 Describe the bug

When running the simplest text2image workflow that uses dreamShaper_v2turbo + controlnet-union-sdxl, I get this error in the KSampler node:

Transform failed of <class 'comfy.cldm.cldm.ControlNet'>: Transform failed of <class 'comfy.cldm.cldm.ControlNet.__init__.<locals>.ControlAddEmbedding'>: An exception occurred during class transformation:
Traceback (most recent call last):
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 62, in proxy_class
out = transform_mgr.transform_cls(cls)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 84, in transform_cls
mock_cls = self._transform_entity(mock_full_cls_name)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 61, in _transform_entity
result = self.mocker.mock_entity(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 95, in mock_entity
return self.load_entity_with_mock(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 133, in load_entity_with_mock
mock_pkg = getattr(mock_pkg, name)
AttributeError: 'function' object has no attribute '<locals>'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 41, in wrapper
result = dispatcher(first_param, *args, **kwargs)
File "/home/guy/.local/share/uv/python/cpython-3.10.15-linux-x86_64-gnu/lib/python3.10/functools.py", line 889, in wrapper
return dispatch(args[0].__class__)(*args, **kw)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 199, in _
new_md_cls = proxy_class(type(mod))
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 66, in proxy_class
raise RuntimeError(
RuntimeError: An exception occurred during class transformation:
Traceback (most recent call last):
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 62, in proxy_class
out = transform_mgr.transform_cls(cls)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 84, in transform_cls
mock_cls = self._transform_entity(mock_full_cls_name)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 61, in _transform_entity
result = self.mocker.mock_entity(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 95, in mock_entity
return self.load_entity_with_mock(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 133, in load_entity_with_mock
mock_pkg = getattr(mock_pkg, name)
AttributeError: 'function' object has no attribute '<locals>'

Exception: 'function' object has no attribute '<locals>'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 41, in wrapper
result = dispatcher(first_param, *args, **kwargs)
File "/home/guy/.local/share/uv/python/cpython-3.10.15-linux-x86_64-gnu/lib/python3.10/functools.py", line 889, in wrapper
return dispatch(args[0].__class__)(*args, **kw)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 243, in _
of_mod = of_mod_cls()
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 214, in init
self._modules[n] = torch2oflow(m)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 43, in wrapper
raise NotImplementedError(f"Transform failed of {type(first_param)}: {e}")
NotImplementedError: Transform failed of <class 'comfy.cldm.cldm.ControlNet.__init__.<locals>.ControlAddEmbedding'>: An exception occurred during class transformation:
Traceback (most recent call last):
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 62, in proxy_class
out = transform_mgr.transform_cls(cls)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 84, in transform_cls
mock_cls = self._transform_entity(mock_full_cls_name)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 61, in _transform_entity
result = self.mocker.mock_entity(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 95, in mock_entity
return self.load_entity_with_mock(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 133, in load_entity_with_mock
mock_pkg = getattr(mock_pkg, name)
AttributeError: 'function' object has no attribute '<locals>'

Exception: 'function' object has no attribute '<locals>'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/deployable_module.py", line 42, in wrapper
return func(self, *args, **kwargs)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/online_quantization_utils.py", line 65, in wrapper
output = func(self, *args, **kwargs)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/graph_management_utils.py", line 61, in wrapper
model_structure_key = generate_model_structure_key(deployable_module=self)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/utils/hash_utils.py", line 18, in generate_model_structure_key
model = deployable_module._deployable_module_model.oneflow_module
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/dual_module.py", line 30, in oneflow_module
self._oneflow_module = torch2oflow(self._torch_module)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 43, in wrapper
raise NotImplementedError(f"Transform failed of {type(first_param)}: {e}")
NotImplementedError: Transform failed of <class 'comfy.cldm.cldm.ControlNet'>: Transform failed of <class 'comfy.cldm.cldm.ControlNet.__init__.<locals>.ControlAddEmbedding'>: An exception occurred during class transformation:
Traceback (most recent call last):
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 62, in proxy_class
out = transform_mgr.transform_cls(cls)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 84, in transform_cls
mock_cls = self._transform_entity(mock_full_cls_name)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 61, in _transform_entity
result = self.mocker.mock_entity(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 95, in mock_entity
return self.load_entity_with_mock(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 133, in load_entity_with_mock
mock_pkg = getattr(mock_pkg, name)
AttributeError: 'function' object has no attribute '<locals>'

Exception: 'function' object has no attribute '<locals>'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/builtin_transform.py", line 62, in proxy_class
out = transform_mgr.transform_cls(cls)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 84, in transform_cls
mock_cls = self._transform_entity(mock_full_cls_name)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/transform/manager.py", line 61, in _transform_entity
result = self.mocker.mock_entity(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 95, in mock_entity
return self.load_entity_with_mock(entity)
File "/home/guy/ft_comfy_serving/.venv/lib/python3.10/site-packages/onediff/infer_compiler/backends/oneflow/import_tools/importer.py", line 133, in load_entity_with_mock
mock_pkg = getattr(mock_pkg, name)
AttributeError: 'function' object has no attribute '<locals>'

Exception: 'function' object has no attribute '<locals>'

This is the workflow I'm using:

I'd appreciate any tips on how to make this work :)