[Bug] IPA 工作流切换到普通文生图工作流再切到 IPA 工作流生图后异常报错导致 ComfyUI 重启

[tzwm]

Your current environment information

Collecting environment information...
PyTorch version: 2.1.0+cu121
Is debug build: False
CUDA used to build PyTorch: 12.1
ROCM used to build PyTorch: N/A

OneFlow version: path: ['/root/miniconda3/lib/python3.10/site-packages/oneflow'], version: 0.9.1.dev20240701+cu121, git_commit: ec7b682, cmake_build_type: Release, rdma: True, mlir: True, enterprise: False
Nexfort version: none
OneDiff version: unknown version
OneDiffX version: none

OS: Ubuntu 22.04.1 LTS (x86_64)
GCC version: (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0
Clang version: Could not collect
CMake version: version 3.27.7
Libc version: glibc-2.35

Python version: 3.10.8 (main, Nov 24 2022, 14:13:03) [GCC 11.2.0] (64-bit runtime)
Python platform: Linux-5.15.0-78-generic-x86_64-with-glibc2.35
Is CUDA available: True
CUDA runtime version: 11.8.89
CUDA_MODULE_LOADING set to: LAZY
GPU models and configuration: GPU 0: NVIDIA GeForce RTX 3090
Nvidia driver version: 550.54.14
cuDNN version: Probably one of the following:
/usr/lib/x86_64-linux-gnu/libcudnn.so.8.6.0
/usr/lib/x86_64-linux-gnu/libcudnn_adv_infer.so.8.6.0
/usr/lib/x86_64-linux-gnu/libcudnn_adv_train.so.8.6.0
/usr/lib/x86_64-linux-gnu/libcudnn_cnn_infer.so.8.6.0
/usr/lib/x86_64-linux-gnu/libcudnn_cnn_train.so.8.6.0
/usr/lib/x86_64-linux-gnu/libcudnn_ops_infer.so.8.6.0
/usr/lib/x86_64-linux-gnu/libcudnn_ops_train.so.8.6.0
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
Address sizes:                   52 bits physical, 57 bits virtual
Byte Order:                      Little Endian
CPU(s):                          256
On-line CPU(s) list:             0-255
Vendor ID:                       AuthenticAMD
Model name:                      AMD EPYC 9754 128-Core Processor
CPU family:                      25
Model:                           160
Thread(s) per core:              2
Core(s) per socket:              128
Socket(s):                       1
Stepping:                        2
Frequency boost:                 enabled
CPU max MHz:                     3100.3411
CPU min MHz:                     1500.0000
BogoMIPS:                        4499.91
Flags:                           fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid aperfmperf rapl pni pclmulqdq monitor ssse3 fma cx16 pcid sse4_1 sse4_2 x2apic movbe popcnt aes xsave avx f16c rdrand lahf_lm cmp_legacy svm extapic cr8_legacy abm sse4a misalignsse 3dnowprefetch osvw ibs skinit wdt tce topoext perfctr_core perfctr_nb bpext perfctr_llc mwaitx cpb cat_l3 cdp_l3 invpcid_single hw_pstate ssbd mba ibrs ibpb stibp vmmcall fsgsbase bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a avx512f avx512dq rdseed adx smap avx512ifma clflushopt clwb avx512cd sha_ni avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local avx512_bf16 clzero irperf xsaveerptr rdpru wbnoinvd amd_ppin cppc arat npt lbrv svm_lock nrip_save tsc_scale vmcb_clean flushbyasid decodeassists pausefilter pfthreshold avic v_vmsave_vmload vgif v_spec_ctrl avx512vbmi umip pku ospke avx512_vbmi2 gfni vaes vpclmulqdq avx512_vnni avx512_bitalg avx512_vpopcntdq la57 rdpid overflow_recov succor smca fsrm flush_l1d
Virtualization:                  AMD-V
L1d cache:                       4 MiB (128 instances)
L1i cache:                       4 MiB (128 instances)
L2 cache:                        128 MiB (128 instances)
L3 cache:                        256 MiB (16 instances)
NUMA node(s):                    1
NUMA node0 CPU(s):               0-255
Vulnerability Itlb multihit:     Not affected
Vulnerability L1tf:              Not affected
Vulnerability Mds:               Not affected
Vulnerability Meltdown:          Not affected
Vulnerability Mmio stale data:   Not affected
Vulnerability Retbleed:          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; Retpolines, IBPB conditional, IBRS_FW, STIBP always-on, RSB filling, PBRSB-eIBRS Not affected
Vulnerability Srbds:             Not affected
Vulnerability Tsx async abort:   Not affected

Versions of relevant libraries:
[pip3] diffusers==0.29.2
[pip3] numpy==1.26.4
[pip3] onnx==1.16.1
[pip3] onnx2torch==1.5.14
[pip3] onnxruntime==1.18.0
[pip3] onnxruntime-gpu==1.18.0
[pip3] open-clip-torch==2.23.0
[pip3] torch==2.1.0
[pip3] torchaudio==2.1.0+cu121
[pip3] torchsde==0.2.6
[pip3] torchvision==0.16.0+cu121
[pip3] transformers==4.42.3
[pip3] triton==2.1.0
[conda] numpy                     1.26.4                   pypi_0    pypi
[conda] onnx2torch                1.5.14                   pypi_0    pypi
[conda] open-clip-torch           2.23.0                   pypi_0    pypi
[conda] torch                     2.1.0                    pypi_0    pypi
[conda] torchaudio                2.1.0+cu121              pypi_0    pypi
[conda] torchsde                  0.2.6                    pypi_0    pypi
[conda] torchvision               0.16.0+cu121             pypi_0    pypi
[conda] triton                    2.1.0                    pypi_0    pypi

🐛 Describe the bug

复现步骤：

1. 使用 onediff + IPA 工作流生图
2. 使用 onediff 普通文生图工作流生图
3. 使用 onediff + IPA 工作流生图

Loading 1 new model                                                                                                                      
 12%|█▎        | 3/24 [00:01<00:09,  2.20it/s]WARNING [2024-08-13 15:22:46] /root/onediff/src/onediff/infer_compiler/backends/oneflow/arg
s_tree_util.py:64 - Input structure key e84179 to 16bd5e has changed. Resetting the deployable module graph. This may slow down the proce
ss.                                                                                                                                      
Stack trace (most recent call last) in thread 5387:                                                                                      
   Object "/root/miniconda3/lib/python3.10/site-packages/oneflow/../oneflow.libs/liboneflow-528d7a4e.so", at 0x7f8b5b318f27, in          
   Object "/root/miniconda3/lib/python3.10/site-packages/oneflow/../oneflow.libs/liboneflow-528d7a4e.so", at 0x7f8b5b31879c, in          
   Object "/root/miniconda3/lib/python3.10/site-packages/oneflow/../oneflow.libs/liboneflow-528d7a4e.so", at 0x7f8b5b314018, in vm::Threa
dCtx::TryReceiveAndRun()                                                                                                                 
   Object "/root/miniconda3/lib/python3.10/site-packages/oneflow/../oneflow.libs/liboneflow-528d7a4e.so", at 0x7f8b5b2b68d4, in vm::EpStr
eamPolicyBase::Run(vm::Instruction*) const                                                                                               
   Object "/root/miniconda3/lib/python3.10/site-packages/oneflow/../oneflow.libs/liboneflow-528d7a4e.so", at 0x7f8b5b2b9bb7, in vm::Instr
uction::Compute()                                                                                                                        
   Object "/root/miniconda3/lib/python3.10/site-packages/oneflow/../oneflow.libs/liboneflow-528d7a4e.so", at 0x7f8b5b2c0f58, in vm::OpCal
lInstructionPolicy::Compute(vm::Instruction*)                                                                                            
   Object "/root/miniconda3/lib/python3.10/site-packages/oneflow/../oneflow.libs/liboneflow-528d7a4e.so", at 0x7f8b5b2c0c29, in          
   Object "/root/miniconda3/lib/python3.10/site-packages/oneflow/../oneflow.libs/liboneflow-528d7a4e.so", at 0x7f8b5b2bbd9a, in          
   Object "/root/miniconda3/lib/python3.10/site-packages/oneflow/../oneflow.libs/liboneflow-528d7a4e.so", at 0x7f8b52aadd3c, in          
                                                                                                                                         
Aborted (Signal sent by tkill() 4955 0)                                                                                                  
start_comfy.sh: line 17:  4955 Aborted  

[niehen6174]

这里的报错应该是爆显存了，workflow的切换有显存泄漏。我也遇到了这个问题，目前还没找到解决办法。