stable-diffusion-webui
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[Bug]: txt2img produces RuntimeError about mismatched tensor sizes
Is there an existing issue for this?
- [X] I have searched the existing issues and checked the recent builds/commits
What happened?
After clicking Generate in the web UI, the script throws the below RuntimError:
Error completing request
Arguments: ('painting of a soulless man in the forest, impressionist', '', 'None', 'None', 20, 0, False, False, 1, 1, 7, -1.0, -1.0, 0, 0, 0, False, 786, 512, False, False, 0.7, 0, False, False, None, '', 1, '', 0, '', True, False) {}
Traceback (most recent call last):
File "C:\Users\aebur\source\stable-diffusion-webui\modules\ui.py", line 182, in f
res = list(func(*args, **kwargs))
File "C:\Users\aebur\source\stable-diffusion-webui\webui.py", line 69, in f
res = func(*args, **kwargs)
File "C:\Users\aebur\source\stable-diffusion-webui\modules\txt2img.py", line 43, in txt2img
processed = process_images(p)
File "C:\Users\aebur\source\stable-diffusion-webui\modules\processing.py", line 404, in process_images
samples_ddim = p.sample(conditioning=c, unconditional_conditioning=uc, seeds=seeds, subseeds=subseeds, subseed_strength=p.subseed_strength)
File "C:\Users\aebur\source\stable-diffusion-webui\modules\processing.py", line 532, in sample
samples = self.sampler.sample(self, x, conditioning, unconditional_conditioning)
File "C:\Users\aebur\source\stable-diffusion-webui\modules\sd_samplers.py", line 409, in sample
samples = self.func(self.model_wrap_cfg, x, extra_args={'cond': conditioning, 'uncond': unconditional_conditioning, 'cond_scale': p.cfg_scale}, disable=False, callback=self.callback_state, **extra_params_kwargs)
File "C:\Users\aebur\source\stable-diffusion-webui\venv\lib\site-packages\torch\autograd\grad_mode.py", line 27, in decorate_context
return func(*args, **kwargs)
File "C:\Users\aebur\source\stable-diffusion-webui\repositories\k-diffusion\k_diffusion\sampling.py", line 80, in sample_euler_ancestral
denoised = model(x, sigmas[i] * s_in, **extra_args)
File "C:\Users\aebur\source\stable-diffusion-webui\venv\lib\site-packages\torch\nn\modules\module.py", line 1130, in _call_impl
return forward_call(*input, **kwargs)
File "C:\Users\aebur\source\stable-diffusion-webui\modules\sd_samplers.py", line 239, in forward
x_out = self.inner_model(x_in, sigma_in, cond=cond_in)
File "C:\Users\aebur\source\stable-diffusion-webui\venv\lib\site-packages\torch\nn\modules\module.py", line 1130, in _call_impl
return forward_call(*input, **kwargs)
File "C:\Users\aebur\source\stable-diffusion-webui\repositories\k-diffusion\k_diffusion\external.py", line 112, in forward
eps = self.get_eps(input * c_in, self.sigma_to_t(sigma), **kwargs)
File "C:\Users\aebur\source\stable-diffusion-webui\repositories\k-diffusion\k_diffusion\external.py", line 138, in get_eps
return self.inner_model.apply_model(*args, **kwargs)
File "C:\Users\aebur\source\stable-diffusion-webui\repositories\stable-diffusion\ldm\models\diffusion\ddpm.py", line 987, in apply_model
x_recon = self.model(x_noisy, t, **cond)
File "C:\Users\aebur\source\stable-diffusion-webui\venv\lib\site-packages\torch\nn\modules\module.py", line 1130, in _call_impl
return forward_call(*input, **kwargs)
File "C:\Users\aebur\source\stable-diffusion-webui\repositories\stable-diffusion\ldm\models\diffusion\ddpm.py", line 1410, in forward
out = self.diffusion_model(x, t, context=cc)
File "C:\Users\aebur\source\stable-diffusion-webui\venv\lib\site-packages\torch\nn\modules\module.py", line 1130, in _call_impl
return forward_call(*input, **kwargs)
File "C:\Users\aebur\source\stable-diffusion-webui\repositories\stable-diffusion\ldm\modules\diffusionmodules\openaimodel.py", line 736, in forward
h = th.cat([h, hs.pop()], dim=1)
RuntimeError: Sizes of tensors must match except in dimension 1. Expected size 26 but got size 25 for tensor number 1 in the list.
Steps to reproduce the problem
- Run the webui-user.bat file
- Wait for the web UI to be ready
- Enter a prompt (without changing any values from the default)
- Click Generate
- Receive RuntimeError
What should have happened?
One image generated from txt2img prompt, no errors.
Commit where the problem happens
6be32b31d181e42c639dad3451229aa7b9cfd1cf
What platforms do you use to access UI ?
Windows
What browsers do you use to access the UI ?
Google Chrome
Command Line Arguments
No response
Additional information, context and logs
Two days ago this was working fine, I believe using the same commit. Using sd-v1-4.ckpt.
I know you'll run into this on some resolutions. Set it back to 512x512 and see if the issue persists then adjust from there. When doing 16:9's I do 1024x576, then upscale once I'm happy with the results.
Could be cool to have some sort of prompt about unsupported resolution.
Strange - I wonder what's changed that cause this to happen. I was generating 512x786 images aplenty two-three days ago with no issues.
Until I did a Git Pull just a few minutes ago I had never had this problem before (initially setup this software only 2 days ago). Could be complete chance, but I logged in to say thank you for suggesting changing the resolutions and trying again.
512x786 images throw the tensor mismatch error, but 512x768 works - I think it was a matter of not using increments of 64. Closing this issue.