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This branch attempts:
benchmark.py
) to evaluate generation speedThese changes do not (currently) produce significant speed improvements on eager execution. I find this odd and will attempt to profile the model later.
When compilation over
UNet3DModel.forward
is enabled with, e.g.python3 gradio_app.py 640 512
,process_video()
performance is improved by 10% (i.e. 300s video generation -> 270s) on a 3090.