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Vanilla SD turbo runs at ~1.5fps on my M1 Max with the diffusers lib. I wonder how close to realtime it can get? Maybe CoreML compilation, 6bits palettisation, TAESD and a few more tricks like RCFG from StreamDiffusion can push it to ~20fps?

Cyril Diagne

25,238 subscribers

38,762 views • 2 years ago •via X (Twitter)

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10 Comments

Cyril Diagne2 years ago

Didn't have much time to dig in during the holidays, but TAESD & CoreML compilation gets it to ~2.5fps. Still ~260ms for 1 forward pass of the 1.8k unet ops on M1. Anyway, that's it for now - Happy new year y'all! 🥂

Rob Miles (in SF)2 years ago

A quick win for that specific use case is running face detection and only generating the head, at proportional resolution. Your head is a small part of the frame so you could get a big speedup

Cyril Diagne2 years ago

Makes sense! It would also reduce the amount of flicker

Kyle McDonald2 years ago

on a 4090 i got down to 37ms with TAESD and stable-fast, i suspect an m1 max could do 50-60ms if you are able to reimplement all the stable-fast tricks, and beyond if you can do RCFG

Cyril Diagne2 years ago

Oh nice! I was assuming that stable-fast gains were mostly due to cuda related optimizations but there’s a lot more in fact

أمين رعيان2 years ago

100fps awaits

Gidi Shperber2 years ago

I did a small experiment with RTX 3090 - the speed is round 20fps, but result is a bit flaky

Ivan Fioravanti ᯅ2 years ago

Wow oh wow! I wanna try this one on M2 Ultra!!! Any hints on where to start?

Cyril Diagne2 years ago

Sure, I'm just using the diffusers lib with the mps device: on this model: Curious about the perfs on M2 Ultra

Pierre Boudoin2 years ago

With some coreML optimisation you will gain some FPS for sure

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