Open Reithan opened 1 month ago
This seems to be an issue with indexing into x_out
using cond_index
, cond_index
is set here: (https://github.com/Panchovix/stable-diffusion-webui-reForge/blob/main/modules/prompt_parser.py#L350) and is set via len(tensors)
, which increases throughout the entire process. So for something like girl AND cat
you get 2 conds in each of the 4 batches in conds_for_batch
numbered: 0,1,2,3,4,5,6,7, rather than 0,0,1,1,2,2,3,3 as expected. As anything >3 is IndexError, it explodes.
This seems to be fixable by just swapping len(tensors)
out for len(conds_list)
here, but I'm not sure what the output of these sorts of prompts is supposed to look like. It ends up looking pretty deep-fried atm.
It looks like right now all combined prompts are simply added together, so 2 prompts would have 2x normal CFG scale. You can fix this by putting something like (girl:0.5 AND girl:0.5)
, but it may be more sensible to scale the weights when combining, something like denoised[i] += (x_out[cond_index] - denoised_uncond[i]) * (weight * cond_scale) / len(conds)
, but I may be misunderstanding what's expected here.
After fixing, trying with & without the scaling fix, I'm of mixed feeling which is better.
AND
seems to get processed after BREAK
, so highres BREAK cat AND girl
becomes a mix of highres cat
+ girl
, so if you scale both, you only get 1/2 highres, which is not great, so to fix that, you'd either need to do (highres:2.0) BREAK cat AND girl
or repeat highres
before and after AND
, if you DON'T scale the compiled prompts, then you'd get full strength of all terms... but then you're basically operating at 2x CFG, which will just deep fry your image most of the time.
Testing so far shows much better result with scaling by / len(conds)
, but when using this in conjunction with BREAK it means you have to repeat all parts that are 'common' before & after the AND
to get full strenght.
tl;dr: using BREAK
and AND
together is weird.
Fix merged #153
Sorry, have to open this issue for now because the changes on the PR had to be reverted, since they broke seeds when using batch size > 1.
Will check how to work around this.
I have a feeling why that might be. The other things discussed elsewhere though, is that the function that actually causes the crash actually is a no-op.
So, if you can check, does reverting the change to the batching logic, but commenting out the function still break seeds? (It shouldn't).
Or if you can tell me how you're testing seed-breaking, I can test myself.
I'm fixing other issues in the meanwhile, but you can refer to https://github.com/Panchovix/stable-diffusion-webui-reForge/issues/171
Checklist
What happened?
Added
AND
to a prompt. (tried several) Generate crashed with IndexError:Error says
index X
fordimension 0
withsize X
where X is batch size. Example above if with batch size 1.Steps to reproduce the problem
AND
somewhere in the promptWhat should have happened?
Should generate image with prompt compilation
What browsers do you use to access the UI ?
No response
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"packaging==24.1",
"pandas==2.2.3",
"piexif==1.1.3",
"Pillow==9.5.0",
"pillow-avif-plugin==1.4.3",
"pip==24.2",
"portalocker==2.10.1",
"prettytable==3.11.0",
"propcache==0.2.0",
"protobuf==3.20.0",
"psutil==5.9.5",
"py-cpuinfo==9.0.0",
"pycollada==0.8",
"pycparser==2.22",
"pydantic==1.10.15",
"pydub==0.25.1",
"Pygments==2.18.0",
"pyparsing==3.2.0",
"pyreadline3==3.5.4",
"python-dateutil==2.9.0.post0",
"python-multipart==0.0.12",
"pytorch-lightning==1.9.4",
"pytz==2024.2",
"PyWavelets==1.7.0",
"pywin32==308",
"PyYAML==6.0.2",
"referencing==0.35.1",
"regex==2024.9.11",
"reportlab==4.2.5",
"requests==2.32.3",
"resize-right==0.0.2",
"rich==13.9.2",
"rpds-py==0.20.0",
"Rtree==1.3.0",
"safetensors==0.4.2",
"scikit-image==0.21.0",
"scikit-learn==1.5.2",
"scipy==1.14.1",
"seaborn==0.13.2",
"semantic-version==2.10.0",
"sentencepiece==0.2.0",
"setuptools==69.5.1",
"shapely==2.0.6",
"six==1.16.0",
"smmap==5.0.1",
"sniffio==1.3.1",
"sounddevice==0.5.1",
"spandrel==0.3.4",
"spandrel_extra_arches==0.1.1",
"starlette==0.26.1",
"svg.path==6.3",
"svglib==1.5.1",
"sympy==1.13.3",
"tabulate==0.9.0",
"tbb==2021.13.1",
"termcolor==2.5.0",
"threadpoolctl==3.5.0",
"tifffile==2024.9.20",
"timm==1.0.10",
"tinycss2==1.3.0",
"tokenizers==0.19.1",
"tomesd==0.1.3",
"torch==2.3.1+cu121",
"torchdiffeq==0.2.3",
"torchmetrics==1.4.3",
"torchsde==0.2.6",
"torchvision==0.18.1+cu121",
"tqdm==4.66.5",
"trampoline==0.1.2",
"transformers==4.44.0",
"trimesh==4.5.0",
"typing_extensions==4.12.2",
"tzdata==2024.2",
"ultralytics==8.3.14",
"ultralytics-thop==2.0.9",
"urllib3==2.2.3",
"uvicorn==0.31.1",
"vhacdx==0.0.8.post1",
"wcwidth==0.2.13",
"webencodings==0.5.1",
"websockets==11.0.3",
"wheel==0.44.0",
"xatlas==0.0.9",
"xxhash==3.5.0",
"yacs==0.1.8",
"yarl==1.15.2",
"zipp==3.20.2"
]
}
Console logs
Additional information
No response