Support torch.compile

[oxysoft]

In #40 there is some discussion about supporting torch.compile and I'd like to create an issue for it in case anyone comes here looking for the same. I am working towards real-time applications, so any speed I can scrape is a massive gain for me. Must break the 1 FPS barrier!

I've made this benchmark below and would love to extend it. In particular I wonder if the speedup would be additive or multiplicative.

GPU	Model	Optimizations	Speed (it/s)
RTX 3090	ControlNet(HED+TemporalNet+Depth)	Raw	5.76
RTX 3090	ControlNet(HED+TemporalNet+Depth)	TomeSD 37.5%	6.13
RTX 3090	ControlNet(HED+TemporalNet+Depth)	Compile reduce-overhead	6.30
RTX 3090	ControlNet(HED+TemporalNet+Depth)	Compile max-autotune	6.50