hexagon: dynamic quantizer improvements (#29395)
* hexagon: fix accuracy issue in Q8_0 N=1 MUL_MAT
* hex-quant: fix register spills
* hex-mm: use dma for all dyn.quant paths
Co-authored-by: Aparna M P <aparmp@qti.qualcomm.com>
* hex-mm: remove obsolete run_quant_task
* hex-mm: update tracing to properly wrap the events
* hex-mm: use act for activation data in all paths
* hex-mm: use act_ instead of src1_ to avoid confusion in fused kernels
* hex-mm: remove/reroute the rest of the non-DMA act (aka src1) logic
* hex-dma64: yet another pass at cleaning up the dma_addr_t casts
* Update ggml/src/ggml-hexagon/htp/matmul-ops.h
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co>
* Update ggml/src/ggml-hexagon/htp/matmul-ops.c
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co>
* Update ggml/src/ggml-hexagon/htp/matmul-ops.c
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co>
* Update ggml/src/ggml-hexagon/htp/matmul-ops.c
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co>
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Co-authored-by: Max Krasnyansky <maxk@qti.qualcomm.com>
Co-authored-by: Aparna M P <aparmp@qti.qualcomm.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co>
