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AUTOMATIC1111 / stable-diffusion-webui

Stable Diffusion web UI
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[Bug]: RuntimeWarning: Invalid Value encountered in cast x_sample = x_sample.astype(np.uint8) #15412

Open DzoniTS opened 6 months ago

DzoniTS commented 6 months ago

Checklist

What happened?

After trying to run txt2img I am getting this error and at the end I endup with just a black image "C:\Users\Nikola\stable-diffusion-webui\modules\processing.py:966: RuntimeWarning: invalid value encountered in cast x_sample = x_sample.astype(np.uint8)" I have tried to remove my VAE, because at first I thought it was the problem, but than it happened again without it too. What more, when I tried it, it sometimes worked without errors, and sometimes with them. Sometimes this line with "processing.py:966" is "py:68" if it helps

Steps to reproduce the problem

  1. I start the webui-user.bat file
  2. Put my input: score_9, score_8_up, score_7_up BREAK handsomize, 2boys, son goku, vegeta, dragon ball z, outdoors
  3. Set sampling steps to 34
  4. Change image size to anything higher than 768x1024(w,h)
  5. VA I am using is: sharpspectrumvae_v10.ckpt (SharpSpectrumVAE this is what is called on CivitAI, it fixes faces on my art there)
  6. Run
  7. Gets error after first or second try, it's about my luck

What should have happened?

I should get an image of something similar to what I wanted, but instead I get black image with errors.

What browsers do you use to access the UI ?

Google Chrome

Sysinfo

sysinfo-2024-03-30-13-52.json

Console logs

Already up to date.
venv "C:\Users\Nikola\stable-diffusion-webui\venv\Scripts\Python.exe"
Python 3.10.6 (tags/v3.10.6:9c7b4bd, Aug  1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)]
Version: v1.8.0
Commit hash: bef51aed032c0aaa5cfd80445bc4cf0d85b408b5
Launching Web UI with arguments: --disable-nan-check
No module 'xformers'. Proceeding without it.
Loading weights [fbcf965a62] from C:\Users\Nikola\stable-diffusion-webui\models\Stable-diffusion\anythingelseV4_v45.ckpt
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 13.7s (prepare environment: 3.0s, import torch: 4.9s, import gradio: 1.4s, setup paths: 1.5s, initialize shared: 0.3s, other imports: 0.7s, load scripts: 1.0s, create ui: 0.5s, gradio launch: 0.2s).
Creating model from config: C:\Users\Nikola\stable-diffusion-webui\configs\v1-inference.yaml
Loading VAE weights specified in settings: C:\Users\Nikola\stable-diffusion-webui\models\VAE\sharpspectrumvae_v10.ckpt
Applying attention optimization: Doggettx... done.
Model loaded in 24.7s (load weights from disk: 21.2s, create model: 0.4s, apply weights to model: 1.5s, load VAE: 1.0s, calculate empty prompt: 0.5s).
100%|██████████████████████████████████████████████████████████████████████████████████| 34/34 [04:50<00:00,  8.54s/it]
C:\Users\Nikola\stable-diffusion-webui\modules\processing.py:966: RuntimeWarning: invalid value encountered in cast/it]
  x_sample = x_sample.astype(np.uint8)
Total progress: 100%|██████████████████████████████████████████████████████████████████| 34/34 [05:43<00:00, 10.10s/it]
Total progress: 100%|██████████████████████████████████████████████████████████████████| 34/34 [05:43<00:00,  8.08s/it]

Additional information

I have updated my GPU Drivers ad my GPU is GTX 1660Ti

Pitpe12 commented 4 months ago

@DzoniTS Hello. I am the creator of the SharpSpectrumVAE and I have provided different formats like fp16, bf16 and fp32 (in .safetensors) try using those instead of the old .ckpt format (there's also an XL version). I would also suggest you make sure you are using an SDXL VAE for SDXL Base Models and LoRas and SD1.5 stuff for SD1.5 stuff and so on. From your prompt, you are trying to use an SDXL lora (for PonyXL?) with an SD1.5 base model. image There's also these options you can try in the Settings → VAE

StaticJunkk commented 2 weeks ago

could it be related to this? https://github.com/huggingface/diffusers/issues/4104