[Bug]: controlnet not work

Checklist

[X] The issue exists after disabling all extensions
[X] The issue exists on a clean installation of webui
[X] The issue is caused by an extension, but I believe it is caused by a bug in the webui
[X] The issue exists in the current version of the webui
[X] The issue has not been reported before recently
[X] The issue has been reported before but has not been fixed yet

What happened?

Controlnet is not functioning properly. When I enable Controlnet, it generates results, but they are not effective.

Steps to reproduce the problem

The simplest reproduction:

Use img2img to upload an image.
Enable the tile_resample or reference_only controlnet unit.
Proceed with generation.

What should have happened?

The consoles should not report error, and the controlnet should be enable.

What browsers do you use to access the UI ?

Google Chrome, Microsoft Edge

Sysinfo

{ "Platform": "Windows-10-10.0.22631-SP0", "Python": "3.10.6", "Version": "f0.0.1-v1.7.0d", "Commit": "f53d0b42cc0ed5098dec2ab2315d8f907786e175", "Script path": "C:\Code\webui_forge_cu121_torch21\webui", "Data path": "C:\Code\webui_forge_cu121_torch21\webui", "Extensions dir": "C:\Code\webui_forge_cu121_torch21\webui\extensions", "Checksum": "53dc07cfd470f4f944b3f222eb98a86207b861d3a97c7bbf5784a843fe1f4ceb", "Commandline": [ "launch.py" ], "Torch env info": { "torch_version": "2.1.2+cu121", "is_debug_build": "False", "cuda_compiled_version": "12.1", "gcc_version": "(Rev8, Built by MSYS2 project) 11.2.0\r", "clang_version": null, "cmake_version": null, "os": "Microsoft Windows 11 家庭版", "libc_version": "N/A", "python_version": "3.10.6 (tags/v3.10.6:9c7b4bd, Aug 1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)] (64-bit runtime)", "python_platform": "Windows-10-10.0.22631-SP0", "is_cuda_available": "True", "cuda_runtime_version": "12.4.99\r", "cuda_module_loading": "LAZY", "nvidia_driver_version": "551.61", "nvidia_gpu_models": "GPU 0: NVIDIA GeForce RTX 3090", "cudnn_version": null, "pip_version": "pip3", "pip_packages": [ "numpy==1.26.2", "open-clip-torch==2.20.0", "pytorch-lightning==1.9.4", "torch==2.1.2+cu121", "torchdiffeq==0.2.3", "torchmetrics==1.3.0.post0", "torchsde==0.2.6", "torchvision==0.16.2+cu121" ], "conda_packages": null, "hip_compiled_version": "N/A", "hip_runtime_version": "N/A", "miopen_runtime_version": "N/A", "caching_allocator_config": "", "is_xnnpack_available": "True", "cpu_info": [ "Architecture=9", "CurrentClockSpeed=3187", "DeviceID=CPU0", "Family=207", "L2CacheSize=14336", "L2CacheSpeed=", "Manufacturer=GenuineIntel", "MaxClockSpeed=3187", "Name=12th Gen Intel(R) Core(TM) i9-12900K", "ProcessorType=3", "Revision=" ] }, "Exceptions": [ { "exception": "0", "traceback": [ [ "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py, line 854, postprocess_batch_list", "script.postprocess_batch_list(p, pp, *script_args, kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py, line 115, decorate_context", "return func(*args, *kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py, line 417, postprocess_batch_list", "self.process_unit_after_every_sampling(p, unit, self.current_params[i], pp, args, kwargs)" ] ] }, { "exception": "0", "traceback": [ [ "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py, line 830, process_before_every_sampling", "script.process_before_every_sampling(p, *script_args, kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py, line 115, decorate_context", "return func(*args, *kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py, line 411, process_before_every_sampling", "self.process_unit_before_every_sampling(p, unit, self.current_params[i], args, kwargs)" ] ] }, { "exception": "'StableDiffusionProcessingTxt2Img' object has no attribute 'resize_mode'", "traceback": [ [ "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py, line 798, process", "script.process(p, script_args)" ], [ "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py, line 115, decorate_context", "return func(args, kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py, line 404, process", "self.process_unit_after_click_generate(p, unit, params, *args, *kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py, line 115, decorate_context", "return func(args, kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py, line 228, process_unit_after_click_generate", "input_image, input_mask, resize_mode = self.get_input_data(p, unit, preprocessor)" ], [ "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py, line 153, get_input_data", "resize_mode = external_code.resize_mode_from_value(p.resize_mode)" ] ] }, { "exception": "0", "traceback": [ [ "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py, line 854, postprocess_batch_list", "script.postprocess_batch_list(p, pp, *script_args, kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py, line 115, decorate_context", "return func(*args, *kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py, line 417, postprocess_batch_list", "self.process_unit_after_every_sampling(p, unit, self.current_params[i], pp, args, kwargs)" ] ] }, { "exception": "0", "traceback": [ [ "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py, line 830, process_before_every_sampling", "script.process_before_every_sampling(p, *script_args, kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py, line 115, decorate_context", "return func(*args, *kwargs)" ], [ "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py, line 411, process_before_every_sampling", "self.process_unit_before_every_sampling(p, unit, self.current_params[i], args, kwargs)" ] ] } ], "CPU": { "model": "Intel64 Family 6 Model 151 Stepping 2, GenuineIntel", "count logical": 24, "count physical": 16 }, "RAM": { "total": "64GB", "used": "31GB", "free": "33GB" }, "Extensions": [], "Inactive extensions": [], "Environment": { "GRADIO_ANALYTICS_ENABLED": "False" }, "Config": { "ldsr_steps": 100, "ldsr_cached": false, "SCUNET_tile": 256, "SCUNET_tile_overlap": 8, "SWIN_tile": 192, "SWIN_tile_overlap": 8, "SWIN_torch_compile": false, "control_net_detectedmap_dir": "detected_maps", "control_net_models_path": "", "control_net_modules_path": "", "control_net_unit_count": 3, "control_net_model_cache_size": 5, "control_net_no_detectmap": false, "control_net_detectmap_autosaving": false, "control_net_allow_script_control": false, "control_net_sync_field_args": true, "controlnet_show_batch_images_in_ui": false, "controlnet_increment_seed_during_batch": false, "controlnet_disable_openpose_edit": false, "controlnet_disable_photopea_edit": false, "controlnet_photopea_warning": true, "controlnet_input_thumbnail": true, "sd_checkpoint_hash": "a1535d0a42ce4f8822ed034c15aeff62cc515836e388511d294645d11db8c10d", "sd_model_checkpoint": "AnythingV5Ink_ink.safetensors", "use_downcasted_alpha_bar": true }, "Startup": { "total": 17.780628442764282, "records": { "initial startup": 0.02322530746459961, "prepare environment/checks": 0.008509159088134766, "prepare environment/git version info": 0.060272216796875, "prepare environment/torch GPU test": 1.8986310958862305, "prepare environment/clone repositores": 0.1988379955291748, "prepare 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scripts/forge_svd.py": 0.030524253845214844, "load scripts/forge_z123.py": 0.02952861785888672, "load scripts/soft_inpainting.py": 0.0, "load scripts/refiner.py": 0.0, "load scripts/seed.py": 0.0010004043579101562, "load scripts": 1.8062708377838135, "load upscalers": 0.004507303237915039, "refresh VAE": 0.0010089874267578125, "refresh textual inversion templates": 0.0, "scripts list_optimizers": 0.001997709274291992, "scripts list_unets": 0.0, "reload hypernetworks": 0.0045108795166015625, "initialize extra networks": 0.008515357971191406, "scripts before_ui_callback": 0.0030035972595214844, "create ui": 0.5082502365112305, "gradio launch": 0.6403002738952637, "add APIs": 0.008514404296875, "app_started_callback/lora_script.py": 0.0, "app_started_callback": 0.0 } }, "Packages": [ "absl-py==2.1.0", "accelerate==0.21.0", "addict==2.4.0", "aenum==3.1.15", "aiofiles==23.2.1", "aiohttp==3.9.5", "aiosignal==1.3.1", "albumentations==1.3.1", "altair==5.3.0", "antlr4-python3-runtime==4.9.3", "anyio==3.7.1", "asttokens==2.4.0", "async-timeout==4.0.3", "attrs==23.2.0", "backcall==0.2.0", "basicsr==1.4.2", "blendmodes==2022", "certifi==2024.2.2", "cffi==1.16.0", "chardet==5.2.0", "charset-normalizer==3.3.2", "clean-fid==0.1.35", "click==8.1.7", "clip==1.0", "colorama==0.4.6", "coloredlogs==15.0.1", "colorlog==6.8.2", "comm==0.1.4", "contourpy==1.2.0", "cssselect2==0.7.0", "cycler==0.12.1", "cython==3.0.8", "debugpy==1.8.0", "decorator==5.1.1", "deprecation==2.1.0", "depth-anything==2024.1.22.0", "diffusers==0.25.0", "easydict==1.11", "einops==0.4.1", "embreex==2.17.7.post4", "exceptiongroup==1.1.3", "executing==1.2.0", "facexlib==0.3.0", "fastapi==0.94.0", "ffmpy==0.3.1", "filelock==3.13.1", "filterpy==1.4.5", "flatbuffers==24.3.25", "fonttools==4.47.2", "frozenlist==1.4.1", "fsspec==2024.2.0", "ftfy==6.1.3", "future==0.18.3", "fvcore==0.1.5.post20221221", "gitdb==4.0.11", "gitpython==3.1.32", "gradio-client==0.5.0", "gradio==3.41.2", "grpcio==1.60.1", "h11==0.12.0", "handrefinerportable==2024.2.12.0", "httpcore==0.15.0", "httpx==0.24.1", "huggingface-hub==0.20.3", "humanfriendly==10.0", "idna==3.6", "imageio==2.33.1", "importlib-metadata==7.0.1", "importlib-resources==6.4.0", "inflection==0.5.1", "insightface==0.7.3", "iopath==0.1.9", "ipykernel==6.25.2", "ipython==8.15.0", "jax==0.4.28", "jaxlib==0.4.28", "jedi==0.19.0", "jinja2==3.1.3", "joblib==1.3.2", "jsonmerge==1.8.0", "jsonschema-specifications==2023.12.1", "jsonschema==4.21.1", "jupyter-client==8.3.1", "jupyter-core==5.3.2", "kiwisolver==1.4.5", "kornia==0.6.7", "lark==1.1.2", "lazy-loader==0.3", "lightning-utilities==0.10.1", "llvmlite==0.42.0", "lmdb==1.4.1", "lxml==5.2.2", "mapbox-earcut==1.0.1", "markdown==3.5.2", "markupsafe==2.1.5", "matplotlib-inline==0.1.6", "matplotlib==3.8.2", "mediapipe==0.10.14", "ml-dtypes==0.4.0", "mpmath==1.3.0", "multidict==6.0.5", "nest-asyncio==1.5.8", "networkx==3.2.1", "numba==0.59.0", "numpy==1.26.2", "omegaconf==2.2.3", "onnx==1.15.0", "onnxruntime==1.17.0", "open-clip-torch==2.20.0", "opencv-contrib-python==4.9.0.80", "opencv-python-headless==4.9.0.80", "opencv-python==4.10.0.82", "opt-einsum==3.3.0", "orjson==3.9.13", "packaging==23.1", "pandas==2.2.0", "parso==0.8.3", "pickleshare==0.7.5", "piexif==1.1.3", "pillow==9.5.0", "pip==24.0", "platformdirs==3.10.0", "portalocker==2.8.2", "prettytable==3.9.0", "prompt-toolkit==3.0.39", "protobuf==4.25.3", "psutil==5.9.5", "pure-eval==0.2.2", "pycollada==0.8", "pycparser==2.22", "pydantic==1.10.15", "pydub==0.25.1", "pygments==2.16.1", "pyparsing==3.1.1", "pyreadline3==3.4.1", "python-dateutil==2.8.2", "python-multipart==0.0.7", "pytorch-lightning==1.9.4", "pytz==2024.1", "pywavelets==1.5.0", "pywin32==306", "pyyaml==6.0.1", "pyzmq==25.1.1", "qudida==0.0.4", "referencing==0.33.0", "regex==2023.12.25", "reportlab==4.2.0", "requests==2.31.0", "resize-right==0.0.2", "rpds-py==0.17.1", "rtree==1.2.0", "safetensors==0.4.2", "scikit-image==0.21.0", "scikit-learn==1.4.0", "scipy==1.12.0", "semantic-version==2.10.0", "sentencepiece==0.2.0", "setuptools==69.0.3", "shapely==2.0.2", "six==1.16.0", "smmap==5.0.1", "sniffio==1.3.0", "sounddevice==0.4.7", "spandrel==0.1.6", "stack-data==0.6.2", "starlette==0.26.1", "svg.path==6.3", "svglib==1.5.1", "sympy==1.12", "tabulate==0.9.0", "tb-nightly==2.16.0a20240204", "tensorboard-data-server==0.7.2", "termcolor==2.4.0", "tf-keras-nightly==2.16.0.dev2024020410", "threadpoolctl==3.2.0", "tifffile==2024.1.30", "timm==1.0.3", "tinycss2==1.3.0", "tokenizers==0.13.3", "tomesd==0.1.3", "tomli==2.0.1", "toolz==0.12.1", "torch==2.1.2+cu121", "torchdiffeq==0.2.3", "torchmetrics==1.3.0.post0", "torchsde==0.2.6", "torchvision==0.16.2+cu121", "tornado==6.3.3", "tqdm==4.66.4", "traitlets==5.10.1", "trampoline==0.1.2", "transformers==4.30.2", "trimesh==4.1.3", "typing-extensions==4.9.0", "tzdata==2023.4", "urllib3==2.2.0", "uvicorn==0.27.0.post1", "vhacdx==0.0.5", "wcwidth==0.2.13", "webencodings==0.5.1", "websockets==11.0.3", "werkzeug==3.0.1", "wheel==0.42.0", "xxhash==3.4.1", "yacs==0.1.8", "yapf==0.40.2", "yarl==1.9.4", "zipp==3.17.0" ] }

Console logs

Total progress: 100%|██████████████████████████████████████████████████████████████████| 20/20 [00:01<00:00, 14.22it/s]
*** Error running process: C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py
    Traceback (most recent call last):
      File "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py", line 798, in process
        script.process(p, *script_args)
      File "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
        return func(*args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 404, in process
        self.process_unit_after_click_generate(p, unit, params, *args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
        return func(*args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 228, in process_unit_after_click_generate
        input_image, input_mask, resize_mode = self.get_input_data(p, unit, preprocessor)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 153, in get_input_data
        resize_mode = external_code.resize_mode_from_value(p.resize_mode)
    AttributeError: 'StableDiffusionProcessingTxt2Img' object has no attribute 'resize_mode'

---
*** Error running process_before_every_sampling: C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py
    Traceback (most recent call last):
      File "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py", line 830, in process_before_every_sampling
        script.process_before_every_sampling(p, *script_args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
        return func(*args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 411, in process_before_every_sampling
        self.process_unit_before_every_sampling(p, unit, self.current_params[i], *args, **kwargs)
    KeyError: 0

---
To load target model BaseModel
Begin to load 1 model
unload clone 1
Moving model(s) has taken 0.84 seconds
100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [00:01<00:00, 16.70it/s]
*** Error running postprocess_batch_list: C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py
    Traceback (most recent call last):
      File "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py", line 854, in postprocess_batch_list
        script.postprocess_batch_list(p, pp, *script_args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
        return func(*args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 417, in postprocess_batch_list
        self.process_unit_after_every_sampling(p, unit, self.current_params[i], pp, *args, **kwargs)
    KeyError: 0

---
Total progress: 100%|██████████████████████████████████████████████████████████████████| 20/20 [00:01<00:00, 14.05it/s]
*** Error running process: C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py
    Traceback (most recent call last):
      File "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py", line 798, in process
        script.process(p, *script_args)
      File "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
        return func(*args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 404, in process
        self.process_unit_after_click_generate(p, unit, params, *args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
        return func(*args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 228, in process_unit_after_click_generate
        input_image, input_mask, resize_mode = self.get_input_data(p, unit, preprocessor)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 153, in get_input_data
        resize_mode = external_code.resize_mode_from_value(p.resize_mode)
    AttributeError: 'StableDiffusionProcessingTxt2Img' object has no attribute 'resize_mode'

---
*** Error running process_before_every_sampling: C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py
    Traceback (most recent call last):
      File "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py", line 830, in process_before_every_sampling
        script.process_before_every_sampling(p, *script_args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
        return func(*args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 411, in process_before_every_sampling
        self.process_unit_before_every_sampling(p, unit, self.current_params[i], *args, **kwargs)
    KeyError: 0

---
To load target model BaseModel
Begin to load 1 model
unload clone 1
Moving model(s) has taken 0.83 seconds
100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [00:01<00:00, 18.75it/s]
*** Error running postprocess_batch_list: C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py
    Traceback (most recent call last):
      File "C:\Code\webui_forge_cu121_torch21\webui\modules\scripts.py", line 854, in postprocess_batch_list
        script.postprocess_batch_list(p, pp, *script_args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\system\python\lib\site-packages\torch\utils\_contextlib.py", line 115, in decorate_context
        return func(*args, **kwargs)
      File "C:\Code\webui_forge_cu121_torch21\webui\extensions-builtin\sd_forge_controlnet\scripts\controlnet.py", line 417, in postprocess_batch_list
        self.process_unit_after_every_sampling(p, unit, self.current_params[i], pp, *args, **kwargs)
    KeyError: 0

---
Total progress: 100%|██████████████████████████████████████████████████████████████████| 20/20 [00:01<00:00, 15.64it/s]
Total progress: 100%|██████████████████████████████████████████████████████████████████| 20/20 [00:01<00:00, 19.31it/s]

Additional information

No response

lllyasviel / stable-diffusion-webui-forge