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ggml : AVX2 optimization for vec_dot_q4_3_q8_0 and refactoring (ggerg…
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…anov#1099)

* AVX2 optimization for vec_dot_q4_3_q8_0 and refactoring

* finish AVX vectorization of quantize_row_q8_0

* Rename hsum_int_8 to hsum_i32_8
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sw authored Apr 22, 2023
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