aboutsummaryrefslogtreecommitdiff
diff options
context:
space:
mode:
authorGeorgi Gerganov <ggerganov@gmail.com>2023-03-13 00:56:10 +0200
committerGeorgi Gerganov <ggerganov@gmail.com>2023-03-13 00:56:10 +0200
commit113a9e83ebc0f788f861394437087bf3ca0e019b (patch)
tree73e944f65e7a609b8b8c12ace2ea17d56d4de6e1
parent404fac0d623c9eea74ad7a9347da69e33f10984e (diff)
10% performance boost on ARM
-rw-r--r--ggml.c27
1 files changed, 6 insertions, 21 deletions
diff --git a/ggml.c b/ggml.c
index fbd7b93..b59bd93 100644
--- a/ggml.c
+++ b/ggml.c
@@ -1360,31 +1360,16 @@ inline static void ggml_vec_dot_q4_0(const int n, float * restrict s, const void
const int8x16_t v1_1hs = vsubq_s8(v1_1h, s8b);
// dot product into int16x8_t
- const int16x8_t pl0l = vmull_s8(vget_low_s8 (v0_0ls), vget_low_s8 (v1_0ls));
- const int16x8_t pl0h = vmull_s8(vget_high_s8(v0_0ls), vget_high_s8(v1_0ls));
+ int32x4_t p_0 = vdotq_s32(vdupq_n_s32(0), v0_0ls, v1_0ls);
+ int32x4_t p_1 = vdotq_s32(vdupq_n_s32(0), v0_1ls, v1_1ls);
- const int16x8_t ph0l = vmull_s8(vget_low_s8 (v0_0hs), vget_low_s8 (v1_0hs));
- const int16x8_t ph0h = vmull_s8(vget_high_s8(v0_0hs), vget_high_s8(v1_0hs));
-
- const int16x8_t pl1l = vmull_s8(vget_low_s8 (v0_1ls), vget_low_s8 (v1_1ls));
- const int16x8_t pl1h = vmull_s8(vget_high_s8(v0_1ls), vget_high_s8(v1_1ls));
-
- const int16x8_t ph1l = vmull_s8(vget_low_s8 (v0_1hs), vget_low_s8 (v1_1hs));
- const int16x8_t ph1h = vmull_s8(vget_high_s8(v0_1hs), vget_high_s8(v1_1hs));
-
- const int16x8_t pl_0 = vaddq_s16(pl0l, pl0h);
- const int16x8_t ph_0 = vaddq_s16(ph0l, ph0h);
-
- const int16x8_t pl_1 = vaddq_s16(pl1l, pl1h);
- const int16x8_t ph_1 = vaddq_s16(ph1l, ph1h);
-
- const int16x8_t p_0 = vaddq_s16(pl_0, ph_0);
- const int16x8_t p_1 = vaddq_s16(pl_1, ph_1);
+ p_0 = vdotq_s32(p_0, v0_0hs, v1_0hs);
+ p_1 = vdotq_s32(p_1, v0_1hs, v1_1hs);
// scalar
#if defined(__ARM_FEATURE_QRDMX)
- sum0 += d0_0*d1_0*vaddvq_s16(p_0);
- sum1 += d0_1*d1_1*vaddvq_s16(p_1);
+ sum0 += d0_0*d1_0*vaddvq_s32(p_0);
+ sum1 += d0_1*d1_1*vaddvq_s32(p_1);
#else
sum0 += d0_0*d1_0*(vgetq_lane_s16(p_0, 0) + vgetq_lane_s16(p_0, 1) + vgetq_lane_s16(p_0, 2) + vgetq_lane_s16(p_0, 3) + vgetq_lane_s16(p_0, 4) + vgetq_lane_s16(p_0, 5) + vgetq_lane_s16(p_0, 6) + vgetq_lane_s16(p_0, 7));
sum1 += d0_1*d1_1*(vgetq_lane_s16(p_1, 0) + vgetq_lane_s16(p_1, 1) + vgetq_lane_s16(p_1, 2) + vgetq_lane_s16(p_1, 3) + vgetq_lane_s16(p_1, 4) + vgetq_lane_s16(p_1, 5) + vgetq_lane_s16(p_1, 6) + vgetq_lane_s16(p_1, 7));