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* wip * ggml-hexagon: add vectorized dot product function for FP32 and FP16 accumulation * ggml-hexagon: optimize dot product functions for FP16 and FP32 with new vectorized implementations * wip * ggml-hexagon: optimize hvx_vec_dump_f32_n and hvx_vec_reduce_sum_qf32x2 functions for improved performance * ggml-hexagon: refactor dot product functions to use a common loading function for improved readability * optimize vector dot product functions to use unified reduction for improved performance * wip * ggml-hexagon: add vectorized dot product function for FP32 and FP16 accumulation * ggml-hexagon: optimize dot product functions for FP16 and FP32 with new vectorized implementations * wip * ggml-hexagon: optimize hvx_vec_dump_f32_n and hvx_vec_reduce_sum_qf32x2 functions for improved performance * ggml-hexagon: refactor dot product functions to use a common loading function for improved readability * optimize vector dot product functions to use unified reduction for improved performance * hexagon: optimize reduce-sum for v75+ * hexagon: always keep row_sums in sf/fp32 * ggml-hexagon: enhance directory checks for HEXAGON_SDK_ROOT and HEXAGON_TOOLS_ROOT * fix compiling error after rebase --------- Co-authored-by: Max Krasnyansky <maxk@qti.qualcomm.com>