ggml-cpu: support K tails in power10 Q8/Q4 MMA matmul (llama/24753)

* ggml-cpu: support K tails in Power10 MMA Q8/Q4 matmul

This patch removes the requirement that K be divisible by kc in the tinyBlas_Q0_PPC tiled matmul path. Process the final K panel using its actual depth and pass the reduced panel size through packing and kernel execution.  This allows more workloads to use the MMA kernel and reduces fallback to mnpack.

* Apply suggestion from @taronaeo

Co-authored-by: Aaron Teo <taronaeo@gmail.com>

---------

Co-authored-by: Aaron Teo <taronaeo@gmail.com>
This commit is contained in:
shalinib-ibm 2026-06-19 11:25:38 +05:30 committed by Georgi Gerganov
parent 50fd261d0d
commit 587f602ea1
1 changed files with 6 additions and 5 deletions

View File

@ -2345,7 +2345,7 @@ class tinyBLAS_Q0_PPC {
else if (n_aligned % 16 == 0) nc = 16;
else nc = 8;
}
bool can_use_tiled = n_aligned > 0 && (m % mc == 0) && (k % kc == 0);
bool can_use_tiled = n_aligned > 0 && (m % mc == 0);
if (can_use_tiled) {
matmul_tiled(m, n_aligned, mc, nc, kc);
if (n > n_aligned) {
@ -3063,13 +3063,14 @@ class tinyBLAS_Q0_PPC {
int64_t ii = (job / xtiles) * mc;
int64_t jj = (job % xtiles) * nc;
for (int64_t kk = 0; kk < k; kk += kc) {
int64_t k_cur = MIN(kc, k - kk);
if constexpr(is_Ablock_q4) {
packNormal_q4_fp16(A + ii * lda + kk, lda, mc, kc, (uint8_t *)A_pack);
packNormal_q4_fp16(A + ii * lda + kk, lda, mc, k_cur, (uint8_t *)A_pack);
} else {
packNormal_q8_fp16(A + ii * lda + kk, lda, mc, kc, (uint8_t *)A_pack);
packNormal_q8_fp16(A + ii * lda + kk, lda, mc, k_cur, (uint8_t *)A_pack);
}
packNormal_q8_fp16(B + jj * ldb + kk, ldb, nc, kc, (uint8_t *)B_pack);
KERNEL_Q0(ii, jj, mc, nc, kc, kk, A_pack, B_pack);
packNormal_q8_fp16(B + jj * ldb + kk, ldb, nc, k_cur, (uint8_t *)B_pack);
KERNEL_Q0(ii, jj, mc, nc, k_cur, kk, A_pack, B_pack);
}
}
}