colab-stable-diffusion-2-depth-ui's Introduction

Colab-Stable-Diffusion-2-Depth

A simple notebook that launches Stable Diffusion 2.0 Depth (depth-to-image) demonstration via Gradio UI

This stable-diffusion-2-depth model is resumed from stable-diffusion-2-base (512-base-ema.ckpt) and finetuned for 200k steps. Added an extra input channel to process the (relative) depth prediction produced by MiDaS (dpt_hybrid) which is used as an additional conditioning.

Note

This notebook uses Gradio's share feature to serve the UI via a public URL, through a tunnel over HTTPs. To add security, this notebook forces you to set a user/password combo to access the UI

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colab-stable-diffusion-2-depth-ui's Issues

Gradio url?

Hi,

Is there a way to find out the gradio url? colab does not output a link (sorry, iam a noob here)

Issue module XFormers

I think the repo does not work anymore, I use Google Colab open the notebook, run the whole thing, but failed at XFormer module loading.

Out of Memory on Colab-- anyway to fix this?

torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 14.48 GiB (GPU 0; 14.76 GiB total capacity; 6.23 GiB already allocated; 7.27 GiB free; 6.45 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF

WARNING:root:A matching Triton is not available, some optimisations will not be enabled.

In the last cell, when running the actual python script, we see this:

WARNING:root:A matching Triton is not available, some optimisations will not be enabled.
Error caught was: No module named 'triton'

Probably not a breaking error, but figured I would mention it all the same.

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