diff --git a/ggml.c b/ggml.c index 4b165a2f0..763635fc2 100644 --- a/ggml.c +++ b/ggml.c @@ -689,94 +689,6 @@ float vmaxvq_f32(float32x4_t v) { MAX(vgetq_lane_f32(v, 2), vgetq_lane_f32(v, 3))); } -int8x8_t vzip1_s8(int8x8_t a, int8x8_t b) { - int8x8_t res; - - res[0] = a[0]; res[1] = b[0]; - res[2] = a[1]; res[3] = b[1]; - res[4] = a[2]; res[5] = b[2]; - res[6] = a[3]; res[7] = b[3]; - - return res; -} - -int8x8_t vzip2_s8(int8x8_t a, int8x8_t b) { - int8x8_t res; - - res[0] = a[4]; res[1] = b[4]; - res[2] = a[5]; res[3] = b[5]; - res[4] = a[6]; res[5] = b[6]; - res[6] = a[7]; res[7] = b[7]; - - return res; -} - -uint8x8_t vzip1_u8(uint8x8_t a, uint8x8_t b) { - uint8x8_t res; - - res[0] = a[0]; res[1] = b[0]; - res[2] = a[1]; res[3] = b[1]; - res[4] = a[2]; res[5] = b[2]; - res[6] = a[3]; res[7] = b[3]; - - return res; -} - -uint8x8_t vzip2_u8(uint8x8_t a, uint8x8_t b) { - uint8x8_t res; - - res[0] = a[4]; res[1] = b[4]; - res[2] = a[5]; res[3] = b[5]; - res[4] = a[6]; res[5] = b[6]; - res[6] = a[7]; res[7] = b[7]; - - return res; -} - -int8x16_t vzip1q_s8(int8x16_t a, int8x16_t b) { - int8x16_t res; - - res[0] = a[0]; res[1] = b[0]; res[2] = a[1]; res[3] = b[1]; - res[4] = a[2]; res[5] = b[2]; res[6] = a[3]; res[7] = b[3]; - res[8] = a[4]; res[9] = b[4]; res[10] = a[5]; res[11] = b[5]; - res[12] = a[6]; res[13] = b[6]; res[14] = a[7]; res[15] = b[7]; - - return res; -} - -int8x16_t vzip2q_s8(int8x16_t a, int8x16_t b) { - int8x16_t res; - - res[0] = a[8]; res[1] = b[8]; res[2] = a[9]; res[3] = b[9]; - res[4] = a[10]; res[5] = b[10]; res[6] = a[11]; res[7] = b[11]; - res[8] = a[12]; res[9] = b[12]; res[10] = a[13]; res[11] = b[13]; - res[12] = a[14]; res[13] = b[14]; res[14] = a[15]; res[15] = b[15]; - - return res; -} - -uint8x16_t vzip1q_u8(uint8x16_t a, uint8x16_t b) { - uint8x16_t res; - - res[0] = a[0]; res[1] = b[0]; res[2] = a[1]; res[3] = b[1]; - res[4] = a[2]; res[5] = b[2]; res[6] = a[3]; res[7] = b[3]; - res[8] = a[4]; res[9] = b[4]; res[10] = a[5]; res[11] = b[5]; - res[12] = a[6]; res[13] = b[6]; res[14] = a[7]; res[15] = b[7]; - - return res; -} - -uint8x16_t vzip2q_u8(uint8x16_t a, uint8x16_t b) { - uint8x16_t res; - - res[0] = a[8]; res[1] = b[8]; res[2] = a[9]; res[3] = b[9]; - res[4] = a[10]; res[5] = b[10]; res[6] = a[11]; res[7] = b[11]; - res[8] = a[12]; res[9] = b[12]; res[10] = a[13]; res[11] = b[13]; - res[12] = a[14]; res[13] = b[14]; res[14] = a[15]; res[15] = b[15]; - - return res; -} - int32x4_t vcvtnq_s32_f32(float32x4_t v) { int32x4_t res; @@ -2753,13 +2665,9 @@ static void ggml_vec_dot_q5_0_q8_0(const int n, float * restrict s, const void * const v128_t v0l = wasm_v128_and (v0, m4b); const v128_t v0h = wasm_u8x16_shr(v0, 4); - // interleave - const v128_t v0lz = wasm_v8x16_shuffle(v0l, v0h, 0, 16, 1, 17, 2, 18, 3, 19, 4, 20, 5, 21, 6, 22, 7, 23); - const v128_t v0hz = wasm_v8x16_shuffle(v0l, v0h, 8, 24, 9, 25, 10, 26, 11, 27, 12, 28, 13, 29, 14, 30, 15, 31); - // add high bit and sub 16 - const v128_t v0lf = wasm_i8x16_sub(wasm_v128_or(v0lz, qhl), s16b); - const v128_t v0hf = wasm_i8x16_sub(wasm_v128_or(v0hz, qhh), s16b); + const v128_t v0lf = wasm_i8x16_sub(wasm_v128_or(v0l, qhl), s16b); + const v128_t v0hf = wasm_i8x16_sub(wasm_v128_or(v0h, qhh), s16b); // load y const v128_t v1l = wasm_v128_load(y0->qs); @@ -2944,13 +2852,9 @@ static void ggml_vec_dot_q5_1_q8_1(const int n, float * restrict s, const void * static bool x = true; - // interleave - const v128_t v0lz = wasm_v8x16_shuffle(v0l, v0h, 0, 16, 1, 17, 2, 18, 3, 19, 4, 20, 5, 21, 6, 22, 7, 23); - const v128_t v0hz = wasm_v8x16_shuffle(v0l, v0h, 8, 24, 9, 25, 10, 26, 11, 27, 12, 28, 13, 29, 14, 30, 15, 31); - // add high bit - const v128_t v0lf = wasm_v128_or(v0lz, qhl); - const v128_t v0hf = wasm_v128_or(v0hz, qhh); + const v128_t v0lf = wasm_v128_or(v0l, qhl); + const v128_t v0hf = wasm_v128_or(v0h, qhh); // load y const v128_t v1l = wasm_v128_load(y0->qs); @@ -3033,11 +2937,11 @@ static void ggml_vec_dot_q5_1_q8_1(const int n, float * restrict s, const void * } static void ggml_vec_dot_q8_0_q8_0(const int n, float * restrict s, const void * restrict vx, const void * restrict vy) { - const int nb = n / QK8_0; + const int qk = QK8_0; + const int nb = n / qk; - assert(n % QK8_0 == 0); + assert(n % qk == 0); assert(nb % 2 == 0); - assert(QK8_0 == QK8_0); const block_q8_0 * restrict x = vx; const block_q8_0 * restrict y = vy; @@ -3117,16 +3021,10 @@ static void ggml_vec_dot_q8_0_q8_0(const int n, float * restrict s, const void * float sumf = 0.0; for (int i = 0; i < nb; i++) { - const int8_t * restrict x0 = x[i].qs; - const int8_t * restrict y0 = y[i].qs; - int sumi = 0; - for (int j = 0; j < QK8_0; j++) { - const int v0 = x0[j]; - const int v1 = y0[j]; - - sumi += v0*v1; + for (int j = 0; j < qk; j++) { + sumi += x[i].qs[j]*y[i].qs[j]; } sumf += (x[i].d*y[i].d)*sumi;