[Bug]: InPaint API returns different results than WebUI (it's not the settings, seed is ignored)

Is there an existing issue for this?

[X] I have searched the existing issues and checked the recent builds/commits

What happened?

Maybe there is something in the way I set it up or in the settings that I'm missing, but before assuming it was the settings, please note how I verified it's not:

Took the image generated by the API and put that into 'PNG Info' in WebUI.
Hit 'Send to inpaint' (in my case I'm using inpaint upload).
Add the exact same image and mask that the API used for inpainting.
Hit 'Generate'.

Using the actual settings from the API produces different results in the WebUI, which, if it was the settings, would not. In fact, using the settings from the "incorrect" API image, produces the same "correct" image that I got without using the API in the first place. So in short, the settings are the same.

I also made sure that the correct model was set by the API. If I'm just doing something wrong, or there are some hidden settings that need to be set (that aren't shown in PNG Info metadata), or anyone has ideas, please let me know, I'd love to be proven wrong!

Initial face: sd11

"Incorrect" Face generated by via the API: sd2

"Correct" Face generated by the WebUI: sd3

UPDATE

It appears that the seed is not being respected:

In API, I set the seed to -1
Ran the generation 4 separate times

This produced 4 images all with different seeds (at least according to 'PNG Info'), however all 4 images are identical. So I'm guessing the seed is just being ignored?

END UPDATE

Steps to reproduce the problem

Create a mask white circle on a black background.
Use API to inpaint a face (in my case I was inpainting 3 faces, so I had 3 white circles).
Use the same settings on WebUI, compare results.

What should have happened?

The results should have been the same.

Sysinfo

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"proglog==0.1.10", "protobuf==3.20.0", "psutil==5.9.5", "py-cpuinfo==9.0.0", "pyasn1-modules==0.3.0", "pyasn1==0.5.0", "pycparser==2.21", "pydantic==1.10.12", "pydub==0.25.1", "pygments==2.15.1", "pymatting==1.1.8", "pyparsing==3.0.9", "pyqt5-qt5==5.15.2", "pyqt5-sip==12.12.2", "pyqt5==5.15.9", "pyreadline3==3.4.1", "pysocks==1.7.1", "python-dateutil==2.8.2", "python-multipart==0.0.6", "pytorch-lightning==1.9.4", "pytz==2023.3", "pywavelets==1.4.1", "pywin32==306", "pyyaml==6.0.1", "realesrgan==0.3.0", "referencing==0.30.1", "regex==2023.6.3", "rembg==2.0.50", "reportlab==4.0.4", "requests-oauthlib==1.3.1", "requests==2.31.0", "resize-right==0.0.2", "rich==13.5.2", "rpds-py==0.9.2", "rsa==4.9", "safetensors==0.3.1", "scikit-image==0.20.0", "scipy==1.11.1", "seaborn==0.12.2", "semantic-version==2.10.0", "sentencepiece==0.1.99", "setuptools==63.2.0", "six==1.16.0", "slicerator==1.1.0", "smmap==5.0.0", "sniffio==1.3.0", "sounddevice==0.4.6", "soupsieve==2.4.1", "starlette==0.26.1", "svglib==1.5.1", "sympy==1.12", "tabulate==0.9.0", "tb-nightly==2.14.0a20230804", "tensorboard-data-server==0.7.1", "tensorboard==2.13.0", "termcolor==2.3.0", "tifffile==2023.7.18", "timm==0.9.7", "tinycss2==1.2.1", "tokenizers==0.13.3", "tomesd==0.1.2", "tomli==2.0.1", "toolz==0.12.0", "torch==2.0.1+cu118", "torchdiffeq==0.2.3", "torchmetrics==1.0.2", "torchsde==0.2.5", "torchvision==0.15.2+cu118", "tqdm==4.65.0", "trampoline==0.1.2", "transformers==4.25.1", "transforms3d==0.4.1", "trimesh==3.23.3", "typing-extensions==4.7.1", "tzdata==2023.3", "uc-micro-py==1.0.2", "ultralytics==8.0.170", "urllib3==1.26.16", "uvicorn==0.23.2", "vispy==0.13.0", "wcwidth==0.2.6", "webencodings==0.5.1", "websockets==11.0.3", "werkzeug==2.3.6", "wheel==0.41.0", "xformers==0.0.20", "yacs==0.1.8", "yapf==0.40.1", "yarl==1.9.2", "zipp==3.16.2" ] }

What browsers do you use to access the UI ?

Mozilla Firefox

Console logs

Loading VAE weights specified in settings: cached orangemix.vae.pt
Applying attention optimization: xformers... done.
Weights loaded in 5.5s (load weights from disk: 0.3s, apply weights to model: 4.2s, load VAE: 0.3s, move model to device: 0.6s).
Loading weights [24aa136912] from D:\Development\stable-diffusion-webui\models\Stable-diffusion\anime3dMix_1.safetensors
Loading VAE weights specified in settings: cached orangemix.vae.pt
Applying attention optimization: xformers... done.
Weights loaded in 5.5s (load weights from disk: 0.3s, apply weights to model: 4.1s, load VAE: 0.3s, move model to device: 0.6s).
2023-09-06 08:53:42,790 - ControlNet - INFO - Loading model: control_v11p_sd15_lineart [43d4be0d]
2023-09-06 08:53:45,556 - ControlNet - INFO - Loaded state_dict from [D:\Development\stable-diffusion-webui\extensions\sd-webui-controlnet\models\control_v11p_sd15_lineart.pth]
2023-09-06 08:53:45,557 - ControlNet - INFO - Loading config: D:\Development\stable-diffusion-webui\extensions\sd-webui-controlnet\models\control_v11p_sd15_lineart.yaml
2023-09-06 08:53:48,199 - ControlNet - INFO - ControlNet model control_v11p_sd15_lineart [43d4be0d] loaded.
2023-09-06 08:53:48,303 - ControlNet - INFO - Loading preprocessor: lineart
2023-09-06 08:53:48,304 - ControlNet - INFO - preprocessor resolution = 960
100%|██████████████████████████████████████████████████████████████████████████████████| 19/19 [00:14<00:00,  1.34it/s]
Total progress: 106it [03:43,  2.11s/it]
100%|██████████████████████████████████████████████████████████████████████████████████| 19/19 [00:09<00:00,  1.95it/s]
Total progress: 100%|██████████████████████████████████████████████████████████████████| 19/19 [00:12<00:00,  1.58it/s]
100%|██████████████████████████████████████████████████████████████████████████████████| 19/19 [00:09<00:00,  1.96it/s]
100%|██████████████████████████████████████████████████████████████████████████████████| 19/19 [00:09<00:00,  1.94it/s]
Total progress: 38it [01:53,  2.99s/it]
2023-09-06 09:09:13,012 - ControlNet - INFO - Loading model from cache: control_v11p_sd15_lineart [43d4be0d]
2023-09-06 09:09:13,200 - ControlNet - INFO - Loading preprocessor: lineart
2023-09-06 09:09:13,201 - ControlNet - INFO - preprocessor resolution = 960
100%|██████████████████████████████████████████████████████████████████████████████████| 19/19 [00:13<00:00,  1.40it/s]
2023-09-06 09:10:32,646 - ControlNet - INFO - Loading model from cache: control_v11p_sd15_lineart [43d4be0d]  1.40it/s]
2023-09-06 09:10:32,650 - ControlNet - INFO - Loading preprocessor: lineart
2023-09-06 09:10:32,650 - ControlNet - INFO - preprocessor resolution = 960
100%|██████████████████████████████████████████████████████████████████████████████████| 19/19 [00:13<00:00,  1.40it/s]
Total progress: 38it [01:35,  2.51s/it]
Total progress: 38it [01:35,  1.33it/s]

Additional information

FYI I know my console shows I'm using a control net, but I verified it happens with or without it. So didn't include that in the desc.

AUTOMATIC1111 / stable-diffusion-webui