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ggml-quants : rename best_mad to best_error (ggml/1283) 

This commit renames the variable `best_mad` to `best_error` in the
`make_qkx2_quants` function.

The motivation for this is that the name `best_mad` can be somewhat
confusing if mean absolute deviation (MAD) is not in use.
This commit is contained in:
Daniel Bevenius 2025-06-24 06:10:16 +02:00 committed by Georgi Gerganov
parent 79b33b2317
commit 497be7c01d
1 changed files with 6 additions and 6 deletions
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12
ggml/src/ggml-quants.c
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@ -568,14 +568,14 @@ static float make_qkx2_quants(int n, int nmax, const float * GGML_RESTRICT x, co
}
float iscale = nmax/(max - min);
float scale = 1/iscale;
float best_mad = 0;
float best_error = 0;
for (int i = 0; i < n; ++i) {
int l = nearest_int(iscale*(x[i] - min));
L[i] = MAX(0, MIN(nmax, l));
float diff = scale * L[i] + min - x[i];
diff = use_mad ? fabsf(diff) : diff * diff;
float w = weights[i];
best_mad += w * diff;
best_error += w * diff;
}
if (nstep < 1) {
*the_min = -min;
@ -601,18 +601,18 @@ static float make_qkx2_quants(int n, int nmax, const float * GGML_RESTRICT x, co
this_min = 0;
this_scale = sum_xl / sum_l2;
}
float mad = 0;
float cur_error = 0;
for (int i = 0; i < n; ++i) {
float diff = this_scale * Laux[i] + this_min - x[i];
diff = use_mad ? fabsf(diff) : diff * diff;
float w = weights[i];
mad += w * diff;
cur_error += w * diff;
}
if (mad < best_mad) {
if (cur_error < best_error) {
for (int i = 0; i < n; ++i) {
L[i] = Laux[i];
}
best_mad = mad;
best_error = cur_error;
scale = this_scale;
min = this_min;
}