Cannot run sdxl sample code with deepcache, PyTorch should be >= 1.12

[XuekuanWang]

Describe the bug

A clear and concise description of what the bug is.

I cannot run example code of SDXL with deepcache.
The error report is "
obj_entity = self._get_module(name)
File "/mnt/wangxuekuan/onediff/src/onediff/infer_compiler/backends/oneflow/import_tools/dyn_mock_mod.py", line 167, in _get_module
raise RuntimeError(
RuntimeError: Failed to import onediffx.deep_cache because of the following error (look up to see its traceback):
PyTorch should be >= 1.12"

However, my pytorch is 2.3.0. And I try to print the version of Pytorch, and get log
"You are using torch==0.9.1.dev20240624+cu122, but torch>=1.10.0 is required to use BridgeTowerModel. Please upgrade torch."

I find the version of 0.9.1.dev20240624+cu122 is oneflow not torch.

Your environment

A100, ubuntu 20.04

OneDiff git commit id

master branch code
onediff 1.2.0.dev1
onediffx 1.2.0.dev1
oneflow 0.9.1.dev20240624+cu122

OneFlow version info

Run python -m oneflow --doctor and paste it here.

version: 0.9.1.dev20240624+cu122
git_commit: ec7b682
cmake_build_type: Release
rdma: True
mlir: True
enterprise: False

How To Reproduce

Steps to reproduce the behavior(code or script):

The complete error message

The sample code "
import torch

from onediffx import compile_pipe
from onediffx.deep_cache import StableDiffusionXLPipeline

pipe = StableDiffusionXLPipeline.from_pretrained(
"stabilityai/stable-diffusion-xl-base-1.0",
torch_dtype=torch.float16,
variant="fp16",
use_safetensors=True
)
pipe.to("cuda")

pipe = compile_pipe(pipe)

prompt = "A photo of a cat. Focus light and create sharp, defined edges."

Warmup

for i in range(1):
deepcache_output = pipe(
prompt,
cache_interval=3, cache_layer_id=0, cache_block_id=0,
output_type='pil'
).images[0]

deepcache_output = pipe(
prompt,
cache_interval=3, cache_layer_id=0, cache_block_id=0,
output_type='pil'
).images[0]
"

[strint]

"You are using torch==0.9.1.dev20240624+cu122, but torch>=1.10.0 is required to use BridgeTowerModel. Please upgrade torch."

I find the version of 0.9.1.dev20240624+cu122 is oneflow not torch.

@ccssu looks like a problem with mock

[ccssu]

hello， Thank you for your feedback @XuekuanWang
Please let us know the diffusers version information， probably due to version compatibility issues.

The onediff nearest ci test script is pass, using the diffusers==0.19.3 , You can also try using it pip install diffusers==0.19.3
https://github.com/siliconflow/onediff/blob/main/onediff_diffusers_extensions/examples/text_to_image_deep_cache_sdxl.py