ggml-hexagon: Implement true Q8_0 quantization on Hexagon NPU for more accurate mixed-precision matmul operations (#17977)
* feat: implement real Q8_0
* feat: adding cmake option for configuring FP32 quantize group size
* typo: set() shall be used
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Co-authored-by: ngdxzy <zhenyu_xu@uri.edu>