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ggml : introduce structs for the q4 data blocks (#356)

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* Introduce structs for the q4 data blocks

* ggml : rename quant struct variables + fix ARM_NEON

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
This commit is contained in:
Stephan Walter
2023-03-28 15:56:03 +00:00
committed by GitHub
parent e0670260fb
commit c1f885067c
6 changed files with 150 additions and 235 deletions
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4
tests/test-quantize.c
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@@ -13,7 +13,7 @@ int main(void) {
src[i] = (float)(i + 1);
}
size_t size = ggml_quantize_q4_0(src, dst, QK, QK, QK, hist);
size_t size = ggml_quantize_q4_0(src, dst, QK, QK, hist);
assert(size == 20);
float max_result = ((float *)dst)[0];
float max_expected = src[31] / ((1 << 3) - 1);
@@ -24,7 +24,7 @@ int main(void) {
assert(q4_result == q4_expected);
}
size = ggml_quantize_q4_1(src, dst, QK, QK, QK, hist);
size = ggml_quantize_q4_1(src, dst, QK, QK, hist);
assert(size == 24);
float delta_result = ((float *)dst)[0];
float delta_expected = (src[31] - src[0]) / ((1 << 4) - 1);