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Optimize UNet inference: enable LLAMAFILE SGEMM + fuse SpatialTransformer 1x1 convolutions - #3

Draft
cmdr2 with Copilot wants to merge 3 commits into
unet-perffrom
copilot/optimize-unet-inference
Draft

cmdr2 with Copilot wants to merge 3 commits into
unet-perffrom
copilot/optimize-unet-inference

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