| // Auto-generated file. Do not edit! |
| // Template: src/qs8-igemm/MRxNRc4-neondot.c.in |
| // Generator: tools/xngen |
| // |
| // Copyright 2020 Google LLC |
| // |
| // This source code is licensed under the BSD-style license found in the |
| // LICENSE file in the root directory of this source tree. |
| |
| #include <assert.h> |
| |
| #include <arm_neon.h> |
| |
| #include <xnnpack/common.h> |
| #include <xnnpack/igemm.h> |
| |
| |
| void xnn_qs8_igemm_minmax_ukernel_12x8c4__neondot( |
| size_t mr, |
| size_t nc, |
| size_t kc, |
| size_t ks, |
| const int8_t** restrict a, |
| const void* restrict w, |
| int8_t* restrict c, |
| size_t cm_stride, |
| size_t cn_stride, |
| size_t a_offset, |
| const int8_t* zero, |
| const union xnn_qs8_gemm_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN |
| { |
| assert(mr != 0); |
| assert(mr <= 12); |
| assert(nc != 0); |
| assert(kc != 0); |
| assert(ks != 0); |
| assert(ks % (12 * sizeof(void*)) == 0); |
| assert(a_offset % sizeof(int8_t) == 0); |
| assert(a != NULL); |
| assert(w != NULL); |
| assert(c != NULL); |
| |
| int8_t* c0 = c; |
| int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride); |
| if XNN_UNPREDICTABLE(mr < 2) { |
| c1 = c0; |
| } |
| int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride); |
| if XNN_UNPREDICTABLE(mr <= 2) { |
| c2 = c1; |
| } |
| int8_t* c3 = (int8_t*) ((uintptr_t) c2 + cm_stride); |
| if XNN_UNPREDICTABLE(mr < 4) { |
| c3 = c2; |
| } |
| int8_t* c4 = (int8_t*) ((uintptr_t) c3 + cm_stride); |
| if XNN_UNPREDICTABLE(mr <= 4) { |
| c4 = c3; |
| } |
| int8_t* c5 = (int8_t*) ((uintptr_t) c4 + cm_stride); |
| if XNN_UNPREDICTABLE(mr < 6) { |
| c5 = c4; |
| } |
| int8_t* c6 = (int8_t*) ((uintptr_t) c5 + cm_stride); |
| if XNN_UNPREDICTABLE(mr <= 6) { |
| c6 = c5; |
| } |
| int8_t* c7 = (int8_t*) ((uintptr_t) c6 + cm_stride); |
| if XNN_UNPREDICTABLE(mr < 8) { |
| c7 = c6; |
| } |
| int8_t* c8 = (int8_t*) ((uintptr_t) c7 + cm_stride); |
| if XNN_UNPREDICTABLE(mr <= 8) { |
| c8 = c7; |
| } |
| int8_t* c9 = (int8_t*) ((uintptr_t) c8 + cm_stride); |
| if XNN_UNPREDICTABLE(mr < 10) { |
| c9 = c8; |
| } |
| int8_t* c10 = (int8_t*) ((uintptr_t) c9 + cm_stride); |
| if XNN_UNPREDICTABLE(mr <= 10) { |
| c10 = c9; |
| } |
| int8_t* c11 = (int8_t*) ((uintptr_t) c10 + cm_stride); |
| if XNN_UNPREDICTABLE(mr != 12) { |
| c11 = c10; |
| } |
| |
| do { |
| int32x4_t vacc0x0123 = vld1q_s32(w); w = (const void*) ((uintptr_t) w + 4 * sizeof(int32_t)); |
| int32x4_t vacc0x4567 = vld1q_s32(w); w = (const void*) ((uintptr_t) w + 4 * sizeof(int32_t)); |
| int32x4_t vacc1x0123 = vacc0x0123; |
| int32x4_t vacc1x4567 = vacc0x4567; |
| int32x4_t vacc2x0123 = vacc0x0123; |
| int32x4_t vacc2x4567 = vacc0x4567; |
| int32x4_t vacc3x0123 = vacc0x0123; |
| int32x4_t vacc3x4567 = vacc0x4567; |
| int32x4_t vacc4x0123 = vacc0x0123; |
| int32x4_t vacc4x4567 = vacc0x4567; |
| int32x4_t vacc5x0123 = vacc0x0123; |
| int32x4_t vacc5x4567 = vacc0x4567; |
| int32x4_t vacc6x0123 = vacc0x0123; |
| int32x4_t vacc6x4567 = vacc0x4567; |
| int32x4_t vacc7x0123 = vacc0x0123; |
| int32x4_t vacc7x4567 = vacc0x4567; |
| int32x4_t vacc8x0123 = vacc0x0123; |
| int32x4_t vacc8x4567 = vacc0x4567; |
| int32x4_t vacc9x0123 = vacc0x0123; |
| int32x4_t vacc9x4567 = vacc0x4567; |
| int32x4_t vacc10x0123 = vacc0x0123; |
| int32x4_t vacc10x4567 = vacc0x4567; |
| int32x4_t vacc11x0123 = vacc0x0123; |
| int32x4_t vacc11x4567 = vacc0x4567; |
| |
| size_t p = ks; |
| do { |
| const int8_t* restrict a0 = a[0]; |
| if XNN_UNPREDICTABLE(a0 != zero) { |
| a0 = (const int8_t*) ((uintptr_t) a0 + a_offset); |
| } |
| const int8_t* restrict a1 = a[1]; |
| if XNN_UNPREDICTABLE(a1 != zero) { |
| a1 = (const int8_t*) ((uintptr_t) a1 + a_offset); |
| } |
| const int8_t* restrict a2 = a[2]; |
| if XNN_UNPREDICTABLE(a2 != zero) { |
| a2 = (const int8_t*) ((uintptr_t) a2 + a_offset); |
| } |
| const int8_t* restrict a3 = a[3]; |
| if XNN_UNPREDICTABLE(a3 != zero) { |
| a3 = (const int8_t*) ((uintptr_t) a3 + a_offset); |
| } |
| const int8_t* restrict a4 = a[4]; |
| if XNN_UNPREDICTABLE(a4 != zero) { |
| a4 = (const int8_t*) ((uintptr_t) a4 + a_offset); |
| } |
| const int8_t* restrict a5 = a[5]; |
| if XNN_UNPREDICTABLE(a5 != zero) { |
| a5 = (const int8_t*) ((uintptr_t) a5 + a_offset); |
| } |
| const int8_t* restrict a6 = a[6]; |
| if XNN_UNPREDICTABLE(a6 != zero) { |
| a6 = (const int8_t*) ((uintptr_t) a6 + a_offset); |
| } |
| const int8_t* restrict a7 = a[7]; |
| if XNN_UNPREDICTABLE(a7 != zero) { |
| a7 = (const int8_t*) ((uintptr_t) a7 + a_offset); |
| } |
| const int8_t* restrict a8 = a[8]; |
| if XNN_UNPREDICTABLE(a8 != zero) { |
| a8 = (const int8_t*) ((uintptr_t) a8 + a_offset); |
| } |
| const int8_t* restrict a9 = a[9]; |
| if XNN_UNPREDICTABLE(a9 != zero) { |
| a9 = (const int8_t*) ((uintptr_t) a9 + a_offset); |
| } |
| const int8_t* restrict a10 = a[10]; |
| if XNN_UNPREDICTABLE(a10 != zero) { |
| a10 = (const int8_t*) ((uintptr_t) a10 + a_offset); |
| } |
| const int8_t* restrict a11 = a[11]; |
| if XNN_UNPREDICTABLE(a11 != zero) { |
| a11 = (const int8_t*) ((uintptr_t) a11 + a_offset); |
| } |
| a += 12; |
| |
| // Inner accumulation loop along the 8 columns. |
| size_t k = kc; |
| // 2x partial unrolled loop to load 8 bytes at a time. |
| while (k >= 8 * sizeof(int8_t)) { |
| // Load a 12x8 block of activations. |
| const int8x8_t va0x01234567 = vld1_s8(a0); a0 += 8; |
| const int8x8_t va1x01234567 = vld1_s8(a1); a1 += 8; |
| const int8x8_t va2x01234567 = vld1_s8(a2); a2 += 8; |
| const int8x8_t va3x01234567 = vld1_s8(a3); a3 += 8; |
| const int8x8_t va4x01234567 = vld1_s8(a4); a4 += 8; |
| const int8x8_t va5x01234567 = vld1_s8(a5); a5 += 8; |
| const int8x8_t va6x01234567 = vld1_s8(a6); a6 += 8; |
| const int8x8_t va7x01234567 = vld1_s8(a7); a7 += 8; |
| const int8x8_t va8x01234567 = vld1_s8(a8); a8 += 8; |
| const int8x8_t va9x01234567 = vld1_s8(a9); a9 += 8; |
| const int8x8_t va10x01234567 = vld1_s8(a10); a10 += 8; |
| const int8x8_t va11x01234567 = vld1_s8(a11); a11 += 8; |
| |
| // Load a 8x8 block of weights. |
| const int8x16_t vb0123x0123 = vld1q_s8(w); w = (const void*)((const int8_t*)w + 16); |
| const int8x16_t vb0123x4567 = vld1q_s8(w); w = (const void*)((const int8_t*)w + 16); |
| const int8x16_t vb4567x0123 = vld1q_s8(w); w = (const void*)((const int8_t*)w + 16); |
| const int8x16_t vb4567x4567 = vld1q_s8(w); w = (const void*)((const int8_t*)w + 16); |
| |
| // Multiply-accumulate: 12x8 * 8x8 --> 12x8. |
| vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb0123x0123, va0x01234567, 0); |
| vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb0123x4567, va0x01234567, 0); |
| vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb0123x0123, va1x01234567, 0); |
| vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb0123x4567, va1x01234567, 0); |
| vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb0123x0123, va2x01234567, 0); |
| vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb0123x4567, va2x01234567, 0); |
| vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb0123x0123, va3x01234567, 0); |
| vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb0123x4567, va3x01234567, 0); |
| vacc4x0123 = vdotq_lane_s32(vacc4x0123, vb0123x0123, va4x01234567, 0); |
| vacc4x4567 = vdotq_lane_s32(vacc4x4567, vb0123x4567, va4x01234567, 0); |
| vacc5x0123 = vdotq_lane_s32(vacc5x0123, vb0123x0123, va5x01234567, 0); |
| vacc5x4567 = vdotq_lane_s32(vacc5x4567, vb0123x4567, va5x01234567, 0); |
| vacc6x0123 = vdotq_lane_s32(vacc6x0123, vb0123x0123, va6x01234567, 0); |
| vacc6x4567 = vdotq_lane_s32(vacc6x4567, vb0123x4567, va6x01234567, 0); |
| vacc7x0123 = vdotq_lane_s32(vacc7x0123, vb0123x0123, va7x01234567, 0); |
| vacc7x4567 = vdotq_lane_s32(vacc7x4567, vb0123x4567, va7x01234567, 0); |
| vacc8x0123 = vdotq_lane_s32(vacc8x0123, vb0123x0123, va8x01234567, 0); |
| vacc8x4567 = vdotq_lane_s32(vacc8x4567, vb0123x4567, va8x01234567, 0); |
| vacc9x0123 = vdotq_lane_s32(vacc9x0123, vb0123x0123, va9x01234567, 0); |
| vacc9x4567 = vdotq_lane_s32(vacc9x4567, vb0123x4567, va9x01234567, 0); |
| vacc10x0123 = vdotq_lane_s32(vacc10x0123, vb0123x0123, va10x01234567, 0); |
| vacc10x4567 = vdotq_lane_s32(vacc10x4567, vb0123x4567, va10x01234567, 0); |
| vacc11x0123 = vdotq_lane_s32(vacc11x0123, vb0123x0123, va11x01234567, 0); |
| vacc11x4567 = vdotq_lane_s32(vacc11x4567, vb0123x4567, va11x01234567, 0); |
| vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb4567x0123, va0x01234567, 1); |
| vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb4567x4567, va0x01234567, 1); |
| vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb4567x0123, va1x01234567, 1); |
| vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb4567x4567, va1x01234567, 1); |
| vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb4567x0123, va2x01234567, 1); |
| vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb4567x4567, va2x01234567, 1); |
| vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb4567x0123, va3x01234567, 1); |
| vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb4567x4567, va3x01234567, 1); |
| vacc4x0123 = vdotq_lane_s32(vacc4x0123, vb4567x0123, va4x01234567, 1); |
| vacc4x4567 = vdotq_lane_s32(vacc4x4567, vb4567x4567, va4x01234567, 1); |
| vacc5x0123 = vdotq_lane_s32(vacc5x0123, vb4567x0123, va5x01234567, 1); |
| vacc5x4567 = vdotq_lane_s32(vacc5x4567, vb4567x4567, va5x01234567, 1); |
| vacc6x0123 = vdotq_lane_s32(vacc6x0123, vb4567x0123, va6x01234567, 1); |
| vacc6x4567 = vdotq_lane_s32(vacc6x4567, vb4567x4567, va6x01234567, 1); |
| vacc7x0123 = vdotq_lane_s32(vacc7x0123, vb4567x0123, va7x01234567, 1); |
| vacc7x4567 = vdotq_lane_s32(vacc7x4567, vb4567x4567, va7x01234567, 1); |
| vacc8x0123 = vdotq_lane_s32(vacc8x0123, vb4567x0123, va8x01234567, 1); |
| vacc8x4567 = vdotq_lane_s32(vacc8x4567, vb4567x4567, va8x01234567, 1); |
| vacc9x0123 = vdotq_lane_s32(vacc9x0123, vb4567x0123, va9x01234567, 1); |
| vacc9x4567 = vdotq_lane_s32(vacc9x4567, vb4567x4567, va9x01234567, 1); |
| vacc10x0123 = vdotq_lane_s32(vacc10x0123, vb4567x0123, va10x01234567, 1); |
| vacc10x4567 = vdotq_lane_s32(vacc10x4567, vb4567x4567, va10x01234567, 1); |
| vacc11x0123 = vdotq_lane_s32(vacc11x0123, vb4567x0123, va11x01234567, 1); |
| vacc11x4567 = vdotq_lane_s32(vacc11x4567, vb4567x4567, va11x01234567, 1); |
| |
| k -= 8 * sizeof(int8_t); |
| } |
| // Handle up to 7 final positions of `k` |
| if XNN_UNLIKELY(k != 0) { |
| // Load a 12x4 block of activations. |
| const int8x8_t va0x01234567 = vld1_s8(a0); |
| const int8x8_t va1x01234567 = vld1_s8(a1); |
| const int8x8_t va2x01234567 = vld1_s8(a2); |
| const int8x8_t va3x01234567 = vld1_s8(a3); |
| const int8x8_t va4x01234567 = vld1_s8(a4); |
| const int8x8_t va5x01234567 = vld1_s8(a5); |
| const int8x8_t va6x01234567 = vld1_s8(a6); |
| const int8x8_t va7x01234567 = vld1_s8(a7); |
| const int8x8_t va8x01234567 = vld1_s8(a8); |
| const int8x8_t va9x01234567 = vld1_s8(a9); |
| const int8x8_t va10x01234567 = vld1_s8(a10); |
| const int8x8_t va11x01234567 = vld1_s8(a11); |
| |
| // Load a 4x8 block of weights. |
| const int8x16_t vb0123x0123 = vld1q_s8(w); w = (const void*)((const int8_t*)w + 16); |
| const int8x16_t vb0123x4567 = vld1q_s8(w); w = (const void*)((const int8_t*)w + 16); |
| |
| // Multiply-accumulate: 12x4 * 4x8 --> 12x8. |
| vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb0123x0123, va0x01234567, 0); |
| vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb0123x4567, va0x01234567, 0); |
| vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb0123x0123, va1x01234567, 0); |
| vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb0123x4567, va1x01234567, 0); |
| vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb0123x0123, va2x01234567, 0); |
| vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb0123x4567, va2x01234567, 0); |
| vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb0123x0123, va3x01234567, 0); |
| vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb0123x4567, va3x01234567, 0); |
| vacc4x0123 = vdotq_lane_s32(vacc4x0123, vb0123x0123, va4x01234567, 0); |
| vacc4x4567 = vdotq_lane_s32(vacc4x4567, vb0123x4567, va4x01234567, 0); |
| vacc5x0123 = vdotq_lane_s32(vacc5x0123, vb0123x0123, va5x01234567, 0); |
| vacc5x4567 = vdotq_lane_s32(vacc5x4567, vb0123x4567, va5x01234567, 0); |
| vacc6x0123 = vdotq_lane_s32(vacc6x0123, vb0123x0123, va6x01234567, 0); |
| vacc6x4567 = vdotq_lane_s32(vacc6x4567, vb0123x4567, va6x01234567, 0); |
| vacc7x0123 = vdotq_lane_s32(vacc7x0123, vb0123x0123, va7x01234567, 0); |
| vacc7x4567 = vdotq_lane_s32(vacc7x4567, vb0123x4567, va7x01234567, 0); |
| vacc8x0123 = vdotq_lane_s32(vacc8x0123, vb0123x0123, va8x01234567, 0); |
| vacc8x4567 = vdotq_lane_s32(vacc8x4567, vb0123x4567, va8x01234567, 0); |
| vacc9x0123 = vdotq_lane_s32(vacc9x0123, vb0123x0123, va9x01234567, 0); |
| vacc9x4567 = vdotq_lane_s32(vacc9x4567, vb0123x4567, va9x01234567, 0); |
| vacc10x0123 = vdotq_lane_s32(vacc10x0123, vb0123x0123, va10x01234567, 0); |
| vacc10x4567 = vdotq_lane_s32(vacc10x4567, vb0123x4567, va10x01234567, 0); |
| vacc11x0123 = vdotq_lane_s32(vacc11x0123, vb0123x0123, va11x01234567, 0); |
| vacc11x4567 = vdotq_lane_s32(vacc11x4567, vb0123x4567, va11x01234567, 0); |
| |
| if (k > 4) { |
| // Load a 4x8 block of weights. |
| const int8x16_t vb4567x0123 = vld1q_s8(w); w = (const void*)((const int8_t*)w + 16); |
| const int8x16_t vb4567x4567 = vld1q_s8(w); w = (const void*)((const int8_t*)w + 16); |
| |
| // Multiply-accumulate: 12x4 * 4x8 --> 12x8. |
| vacc0x0123 = vdotq_lane_s32(vacc0x0123, vb4567x0123, va0x01234567, 1); |
| vacc0x4567 = vdotq_lane_s32(vacc0x4567, vb4567x4567, va0x01234567, 1); |
| vacc1x0123 = vdotq_lane_s32(vacc1x0123, vb4567x0123, va1x01234567, 1); |
| vacc1x4567 = vdotq_lane_s32(vacc1x4567, vb4567x4567, va1x01234567, 1); |
| vacc2x0123 = vdotq_lane_s32(vacc2x0123, vb4567x0123, va2x01234567, 1); |
| vacc2x4567 = vdotq_lane_s32(vacc2x4567, vb4567x4567, va2x01234567, 1); |
| vacc3x0123 = vdotq_lane_s32(vacc3x0123, vb4567x0123, va3x01234567, 1); |
| vacc3x4567 = vdotq_lane_s32(vacc3x4567, vb4567x4567, va3x01234567, 1); |
| vacc4x0123 = vdotq_lane_s32(vacc4x0123, vb4567x0123, va4x01234567, 1); |
| vacc4x4567 = vdotq_lane_s32(vacc4x4567, vb4567x4567, va4x01234567, 1); |
| vacc5x0123 = vdotq_lane_s32(vacc5x0123, vb4567x0123, va5x01234567, 1); |
| vacc5x4567 = vdotq_lane_s32(vacc5x4567, vb4567x4567, va5x01234567, 1); |
| vacc6x0123 = vdotq_lane_s32(vacc6x0123, vb4567x0123, va6x01234567, 1); |
| vacc6x4567 = vdotq_lane_s32(vacc6x4567, vb4567x4567, va6x01234567, 1); |
| vacc7x0123 = vdotq_lane_s32(vacc7x0123, vb4567x0123, va7x01234567, 1); |
| vacc7x4567 = vdotq_lane_s32(vacc7x4567, vb4567x4567, va7x01234567, 1); |
| vacc8x0123 = vdotq_lane_s32(vacc8x0123, vb4567x0123, va8x01234567, 1); |
| vacc8x4567 = vdotq_lane_s32(vacc8x4567, vb4567x4567, va8x01234567, 1); |
| vacc9x0123 = vdotq_lane_s32(vacc9x0123, vb4567x0123, va9x01234567, 1); |
| vacc9x4567 = vdotq_lane_s32(vacc9x4567, vb4567x4567, va9x01234567, 1); |
| vacc10x0123 = vdotq_lane_s32(vacc10x0123, vb4567x0123, va10x01234567, 1); |
| vacc10x4567 = vdotq_lane_s32(vacc10x4567, vb4567x4567, va10x01234567, 1); |
| vacc11x0123 = vdotq_lane_s32(vacc11x0123, vb4567x0123, va11x01234567, 1); |
| vacc11x4567 = vdotq_lane_s32(vacc11x4567, vb4567x4567, va11x01234567, 1); |
| } |
| } |
| p -= 12 * sizeof(void*); |
| } while (p != 0); |
| |
| const int32x4_t vmultiplier = vld1q_dup_s32(¶ms->neon.multiplier); |
| vacc0x0123 = vqrdmulhq_s32(vacc0x0123, vmultiplier); |
| vacc0x4567 = vqrdmulhq_s32(vacc0x4567, vmultiplier); |
| vacc1x0123 = vqrdmulhq_s32(vacc1x0123, vmultiplier); |
| vacc1x4567 = vqrdmulhq_s32(vacc1x4567, vmultiplier); |
| vacc2x0123 = vqrdmulhq_s32(vacc2x0123, vmultiplier); |
| vacc2x4567 = vqrdmulhq_s32(vacc2x4567, vmultiplier); |
| vacc3x0123 = vqrdmulhq_s32(vacc3x0123, vmultiplier); |
| vacc3x4567 = vqrdmulhq_s32(vacc3x4567, vmultiplier); |
| vacc4x0123 = vqrdmulhq_s32(vacc4x0123, vmultiplier); |
| vacc4x4567 = vqrdmulhq_s32(vacc4x4567, vmultiplier); |
| vacc5x0123 = vqrdmulhq_s32(vacc5x0123, vmultiplier); |
| vacc5x4567 = vqrdmulhq_s32(vacc5x4567, vmultiplier); |
| vacc6x0123 = vqrdmulhq_s32(vacc6x0123, vmultiplier); |
| vacc6x4567 = vqrdmulhq_s32(vacc6x4567, vmultiplier); |
| vacc7x0123 = vqrdmulhq_s32(vacc7x0123, vmultiplier); |
| vacc7x4567 = vqrdmulhq_s32(vacc7x4567, vmultiplier); |
| vacc8x0123 = vqrdmulhq_s32(vacc8x0123, vmultiplier); |
| vacc8x4567 = vqrdmulhq_s32(vacc8x4567, vmultiplier); |
| vacc9x0123 = vqrdmulhq_s32(vacc9x0123, vmultiplier); |
| vacc9x4567 = vqrdmulhq_s32(vacc9x4567, vmultiplier); |
| vacc10x0123 = vqrdmulhq_s32(vacc10x0123, vmultiplier); |
| vacc10x4567 = vqrdmulhq_s32(vacc10x4567, vmultiplier); |
| vacc11x0123 = vqrdmulhq_s32(vacc11x0123, vmultiplier); |
| vacc11x4567 = vqrdmulhq_s32(vacc11x4567, vmultiplier); |
| |
| const int32x4_t vright_shift = vld1q_dup_s32(¶ms->neon.right_shift); |
| const int32x4_t vzero_shift_mask = vreinterpretq_s32_u32(vceqq_s32(vright_shift, vmovq_n_s32(0))); |
| vacc0x0123 = vsraq_n_s32(vacc0x0123, vbicq_s32(vacc0x0123, vzero_shift_mask), 31); |
| vacc0x4567 = vsraq_n_s32(vacc0x4567, vbicq_s32(vacc0x4567, vzero_shift_mask), 31); |
| vacc1x0123 = vsraq_n_s32(vacc1x0123, vbicq_s32(vacc1x0123, vzero_shift_mask), 31); |
| vacc1x4567 = vsraq_n_s32(vacc1x4567, vbicq_s32(vacc1x4567, vzero_shift_mask), 31); |
| vacc2x0123 = vsraq_n_s32(vacc2x0123, vbicq_s32(vacc2x0123, vzero_shift_mask), 31); |
| vacc2x4567 = vsraq_n_s32(vacc2x4567, vbicq_s32(vacc2x4567, vzero_shift_mask), 31); |
| vacc3x0123 = vsraq_n_s32(vacc3x0123, vbicq_s32(vacc3x0123, vzero_shift_mask), 31); |
| vacc3x4567 = vsraq_n_s32(vacc3x4567, vbicq_s32(vacc3x4567, vzero_shift_mask), 31); |
| vacc4x0123 = vsraq_n_s32(vacc4x0123, vbicq_s32(vacc4x0123, vzero_shift_mask), 31); |
| vacc4x4567 = vsraq_n_s32(vacc4x4567, vbicq_s32(vacc4x4567, vzero_shift_mask), 31); |
| vacc5x0123 = vsraq_n_s32(vacc5x0123, vbicq_s32(vacc5x0123, vzero_shift_mask), 31); |
| vacc5x4567 = vsraq_n_s32(vacc5x4567, vbicq_s32(vacc5x4567, vzero_shift_mask), 31); |
| vacc6x0123 = vsraq_n_s32(vacc6x0123, vbicq_s32(vacc6x0123, vzero_shift_mask), 31); |
| vacc6x4567 = vsraq_n_s32(vacc6x4567, vbicq_s32(vacc6x4567, vzero_shift_mask), 31); |
| vacc7x0123 = vsraq_n_s32(vacc7x0123, vbicq_s32(vacc7x0123, vzero_shift_mask), 31); |
| vacc7x4567 = vsraq_n_s32(vacc7x4567, vbicq_s32(vacc7x4567, vzero_shift_mask), 31); |
| vacc8x0123 = vsraq_n_s32(vacc8x0123, vbicq_s32(vacc8x0123, vzero_shift_mask), 31); |
| vacc8x4567 = vsraq_n_s32(vacc8x4567, vbicq_s32(vacc8x4567, vzero_shift_mask), 31); |
| vacc9x0123 = vsraq_n_s32(vacc9x0123, vbicq_s32(vacc9x0123, vzero_shift_mask), 31); |
| vacc9x4567 = vsraq_n_s32(vacc9x4567, vbicq_s32(vacc9x4567, vzero_shift_mask), 31); |
| vacc10x0123 = vsraq_n_s32(vacc10x0123, vbicq_s32(vacc10x0123, vzero_shift_mask), 31); |
| vacc10x4567 = vsraq_n_s32(vacc10x4567, vbicq_s32(vacc10x4567, vzero_shift_mask), 31); |
| vacc11x0123 = vsraq_n_s32(vacc11x0123, vbicq_s32(vacc11x0123, vzero_shift_mask), 31); |
| vacc11x4567 = vsraq_n_s32(vacc11x4567, vbicq_s32(vacc11x4567, vzero_shift_mask), 31); |
| |
| vacc0x0123 = vrshlq_s32(vacc0x0123, vright_shift); |
| vacc0x4567 = vrshlq_s32(vacc0x4567, vright_shift); |
| vacc1x0123 = vrshlq_s32(vacc1x0123, vright_shift); |
| vacc1x4567 = vrshlq_s32(vacc1x4567, vright_shift); |
| vacc2x0123 = vrshlq_s32(vacc2x0123, vright_shift); |
| vacc2x4567 = vrshlq_s32(vacc2x4567, vright_shift); |
| vacc3x0123 = vrshlq_s32(vacc3x0123, vright_shift); |
| vacc3x4567 = vrshlq_s32(vacc3x4567, vright_shift); |
| vacc4x0123 = vrshlq_s32(vacc4x0123, vright_shift); |
| vacc4x4567 = vrshlq_s32(vacc4x4567, vright_shift); |
| vacc5x0123 = vrshlq_s32(vacc5x0123, vright_shift); |
| vacc5x4567 = vrshlq_s32(vacc5x4567, vright_shift); |
| vacc6x0123 = vrshlq_s32(vacc6x0123, vright_shift); |
| vacc6x4567 = vrshlq_s32(vacc6x4567, vright_shift); |
| vacc7x0123 = vrshlq_s32(vacc7x0123, vright_shift); |
| vacc7x4567 = vrshlq_s32(vacc7x4567, vright_shift); |
| vacc8x0123 = vrshlq_s32(vacc8x0123, vright_shift); |
| vacc8x4567 = vrshlq_s32(vacc8x4567, vright_shift); |
| vacc9x0123 = vrshlq_s32(vacc9x0123, vright_shift); |
| vacc9x4567 = vrshlq_s32(vacc9x4567, vright_shift); |
| vacc10x0123 = vrshlq_s32(vacc10x0123, vright_shift); |
| vacc10x4567 = vrshlq_s32(vacc10x4567, vright_shift); |
| vacc11x0123 = vrshlq_s32(vacc11x0123, vright_shift); |
| vacc11x4567 = vrshlq_s32(vacc11x4567, vright_shift); |
| |
| const int16x8_t voutput_zero_point = vld1q_dup_s16(¶ms->neon.output_zero_point); |
| #if XNN_ARCH_ARM64 |
| const int16x8_t vacc0x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567), voutput_zero_point); |
| const int16x8_t vacc1x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc1x0123), vacc1x4567), voutput_zero_point); |
| const int16x8_t vacc2x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc2x0123), vacc2x4567), voutput_zero_point); |
| const int16x8_t vacc3x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc3x0123), vacc3x4567), voutput_zero_point); |
| const int16x8_t vacc4x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc4x0123), vacc4x4567), voutput_zero_point); |
| const int16x8_t vacc5x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc5x0123), vacc5x4567), voutput_zero_point); |
| const int16x8_t vacc6x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc6x0123), vacc6x4567), voutput_zero_point); |
| const int16x8_t vacc7x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc7x0123), vacc7x4567), voutput_zero_point); |
| const int16x8_t vacc8x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc8x0123), vacc8x4567), voutput_zero_point); |
| const int16x8_t vacc9x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc9x0123), vacc9x4567), voutput_zero_point); |
| const int16x8_t vacc10x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc10x0123), vacc10x4567), voutput_zero_point); |
| const int16x8_t vacc11x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc11x0123), vacc11x4567), voutput_zero_point); |
| |
| int8x16_t vout0x01234567_1x01234567 = vqmovn_high_s16(vqmovn_s16(vacc0x01234567), vacc1x01234567); |
| int8x16_t vout2x01234567_3x01234567 = vqmovn_high_s16(vqmovn_s16(vacc2x01234567), vacc3x01234567); |
| int8x16_t vout4x01234567_5x01234567 = vqmovn_high_s16(vqmovn_s16(vacc4x01234567), vacc5x01234567); |
| int8x16_t vout6x01234567_7x01234567 = vqmovn_high_s16(vqmovn_s16(vacc6x01234567), vacc7x01234567); |
| int8x16_t vout8x01234567_9x01234567 = vqmovn_high_s16(vqmovn_s16(vacc8x01234567), vacc9x01234567); |
| int8x16_t vout10x01234567_11x01234567 = vqmovn_high_s16(vqmovn_s16(vacc10x01234567), vacc11x01234567); |
| #else |
| const int16x8_t vacc0x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567)), voutput_zero_point); |
| const int16x8_t vacc1x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc1x0123), vqmovn_s32(vacc1x4567)), voutput_zero_point); |
| const int16x8_t vacc2x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc2x0123), vqmovn_s32(vacc2x4567)), voutput_zero_point); |
| const int16x8_t vacc3x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc3x0123), vqmovn_s32(vacc3x4567)), voutput_zero_point); |
| const int16x8_t vacc4x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc4x0123), vqmovn_s32(vacc4x4567)), voutput_zero_point); |
| const int16x8_t vacc5x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc5x0123), vqmovn_s32(vacc5x4567)), voutput_zero_point); |
| const int16x8_t vacc6x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc6x0123), vqmovn_s32(vacc6x4567)), voutput_zero_point); |
| const int16x8_t vacc7x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc7x0123), vqmovn_s32(vacc7x4567)), voutput_zero_point); |
| const int16x8_t vacc8x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc8x0123), vqmovn_s32(vacc8x4567)), voutput_zero_point); |
| const int16x8_t vacc9x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc9x0123), vqmovn_s32(vacc9x4567)), voutput_zero_point); |
| const int16x8_t vacc10x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc10x0123), vqmovn_s32(vacc10x4567)), voutput_zero_point); |
| const int16x8_t vacc11x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc11x0123), vqmovn_s32(vacc11x4567)), voutput_zero_point); |
| |
| int8x16_t vout0x01234567_1x01234567 = vcombine_s8(vqmovn_s16(vacc0x01234567), vqmovn_s16(vacc1x01234567)); |
| int8x16_t vout2x01234567_3x01234567 = vcombine_s8(vqmovn_s16(vacc2x01234567), vqmovn_s16(vacc3x01234567)); |
| int8x16_t vout4x01234567_5x01234567 = vcombine_s8(vqmovn_s16(vacc4x01234567), vqmovn_s16(vacc5x01234567)); |
| int8x16_t vout6x01234567_7x01234567 = vcombine_s8(vqmovn_s16(vacc6x01234567), vqmovn_s16(vacc7x01234567)); |
| int8x16_t vout8x01234567_9x01234567 = vcombine_s8(vqmovn_s16(vacc8x01234567), vqmovn_s16(vacc9x01234567)); |
| int8x16_t vout10x01234567_11x01234567 = vcombine_s8(vqmovn_s16(vacc10x01234567), vqmovn_s16(vacc11x01234567)); |
| #endif |
| const int8x16_t voutput_min = vld1q_dup_s8(¶ms->neon.output_min); |
| const int8x16_t voutput_max = vld1q_dup_s8(¶ms->neon.output_max); |
| |
| vout10x01234567_11x01234567 = vmaxq_s8(vout10x01234567_11x01234567, voutput_min); |
| vout8x01234567_9x01234567 = vmaxq_s8(vout8x01234567_9x01234567, voutput_min); |
| vout6x01234567_7x01234567 = vmaxq_s8(vout6x01234567_7x01234567, voutput_min); |
| vout4x01234567_5x01234567 = vmaxq_s8(vout4x01234567_5x01234567, voutput_min); |
| vout2x01234567_3x01234567 = vmaxq_s8(vout2x01234567_3x01234567, voutput_min); |
| vout0x01234567_1x01234567 = vmaxq_s8(vout0x01234567_1x01234567, voutput_min); |
| |
| vout10x01234567_11x01234567 = vminq_s8(vout10x01234567_11x01234567, voutput_max); |
| vout8x01234567_9x01234567 = vminq_s8(vout8x01234567_9x01234567, voutput_max); |
| vout6x01234567_7x01234567 = vminq_s8(vout6x01234567_7x01234567, voutput_max); |
| vout4x01234567_5x01234567 = vminq_s8(vout4x01234567_5x01234567, voutput_max); |
| vout2x01234567_3x01234567 = vminq_s8(vout2x01234567_3x01234567, voutput_max); |
| vout0x01234567_1x01234567 = vminq_s8(vout0x01234567_1x01234567, voutput_max); |
| |
| if (nc >= 8) { |
| vst1_s8(c11 + 0, vget_high_s8(vout10x01234567_11x01234567)); |
| vst1_s8(c10 + 0, vget_low_s8(vout10x01234567_11x01234567)); |
| vst1_s8(c9 + 0, vget_high_s8(vout8x01234567_9x01234567)); |
| vst1_s8(c8 + 0, vget_low_s8(vout8x01234567_9x01234567)); |
| vst1_s8(c7 + 0, vget_high_s8(vout6x01234567_7x01234567)); |
| vst1_s8(c6 + 0, vget_low_s8(vout6x01234567_7x01234567)); |
| vst1_s8(c5 + 0, vget_high_s8(vout4x01234567_5x01234567)); |
| vst1_s8(c4 + 0, vget_low_s8(vout4x01234567_5x01234567)); |
| vst1_s8(c3 + 0, vget_high_s8(vout2x01234567_3x01234567)); |
| vst1_s8(c2 + 0, vget_low_s8(vout2x01234567_3x01234567)); |
| vst1_s8(c1 + 0, vget_high_s8(vout0x01234567_1x01234567)); |
| vst1_s8(c0 + 0, vget_low_s8(vout0x01234567_1x01234567)); |
| |
| c11 = (int8_t*) ((uintptr_t) c11 + cn_stride); |
| c10 = (int8_t*) ((uintptr_t) c10 + cn_stride); |
| c9 = (int8_t*) ((uintptr_t) c9 + cn_stride); |
| c8 = (int8_t*) ((uintptr_t) c8 + cn_stride); |
| c7 = (int8_t*) ((uintptr_t) c7 + cn_stride); |
| c6 = (int8_t*) ((uintptr_t) c6 + cn_stride); |
| c5 = (int8_t*) ((uintptr_t) c5 + cn_stride); |
| c4 = (int8_t*) ((uintptr_t) c4 + cn_stride); |
| c3 = (int8_t*) ((uintptr_t) c3 + cn_stride); |
| c2 = (int8_t*) ((uintptr_t) c2 + cn_stride); |
| c1 = (int8_t*) ((uintptr_t) c1 + cn_stride); |
| c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); |
| |
| a = (const int8_t**restrict) ((uintptr_t) a - ks); |
| |
| nc -= 8; |
| } else { |
| if (nc & 4) { |
| vst1q_lane_u32(__builtin_assume_aligned(c11, 1), vreinterpretq_u32_s8(vout10x01234567_11x01234567), 2); c11 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c10, 1), vreinterpretq_u32_s8(vout10x01234567_11x01234567), 0); c10 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c9, 1), vreinterpretq_u32_s8(vout8x01234567_9x01234567), 2); c9 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c8, 1), vreinterpretq_u32_s8(vout8x01234567_9x01234567), 0); c8 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c7, 1), vreinterpretq_u32_s8(vout6x01234567_7x01234567), 2); c7 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c6, 1), vreinterpretq_u32_s8(vout6x01234567_7x01234567), 0); c6 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c5, 1), vreinterpretq_u32_s8(vout4x01234567_5x01234567), 2); c5 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c4, 1), vreinterpretq_u32_s8(vout4x01234567_5x01234567), 0); c4 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c3, 1), vreinterpretq_u32_s8(vout2x01234567_3x01234567), 2); c3 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c2, 1), vreinterpretq_u32_s8(vout2x01234567_3x01234567), 0); c2 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c1, 1), vreinterpretq_u32_s8(vout0x01234567_1x01234567), 2); c1 += 4; |
| vst1q_lane_u32(__builtin_assume_aligned(c0, 1), vreinterpretq_u32_s8(vout0x01234567_1x01234567), 0); c0 += 4; |
| vout10x01234567_11x01234567 = vextq_s8(vout10x01234567_11x01234567, vout10x01234567_11x01234567, 4); |
| vout8x01234567_9x01234567 = vextq_s8(vout8x01234567_9x01234567, vout8x01234567_9x01234567, 4); |
| vout6x01234567_7x01234567 = vextq_s8(vout6x01234567_7x01234567, vout6x01234567_7x01234567, 4); |
| vout4x01234567_5x01234567 = vextq_s8(vout4x01234567_5x01234567, vout4x01234567_5x01234567, 4); |
| vout2x01234567_3x01234567 = vextq_s8(vout2x01234567_3x01234567, vout2x01234567_3x01234567, 4); |
| vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 4); |
| } |
| if (nc & 2) { |
| vst1q_lane_u16(__builtin_assume_aligned(c11, 1), vreinterpretq_u16_s8(vout10x01234567_11x01234567), 4); c11 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c10, 1), vreinterpretq_u16_s8(vout10x01234567_11x01234567), 0); c10 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c9, 1), vreinterpretq_u16_s8(vout8x01234567_9x01234567), 4); c9 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c8, 1), vreinterpretq_u16_s8(vout8x01234567_9x01234567), 0); c8 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c7, 1), vreinterpretq_u16_s8(vout6x01234567_7x01234567), 4); c7 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c6, 1), vreinterpretq_u16_s8(vout6x01234567_7x01234567), 0); c6 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c5, 1), vreinterpretq_u16_s8(vout4x01234567_5x01234567), 4); c5 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c4, 1), vreinterpretq_u16_s8(vout4x01234567_5x01234567), 0); c4 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c3, 1), vreinterpretq_u16_s8(vout2x01234567_3x01234567), 4); c3 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c2, 1), vreinterpretq_u16_s8(vout2x01234567_3x01234567), 0); c2 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c1, 1), vreinterpretq_u16_s8(vout0x01234567_1x01234567), 4); c1 += 2; |
| vst1q_lane_u16(__builtin_assume_aligned(c0, 1), vreinterpretq_u16_s8(vout0x01234567_1x01234567), 0); c0 += 2; |
| vout10x01234567_11x01234567 = vextq_s8(vout10x01234567_11x01234567, vout10x01234567_11x01234567, 2); |
| vout8x01234567_9x01234567 = vextq_s8(vout8x01234567_9x01234567, vout8x01234567_9x01234567, 2); |
| vout6x01234567_7x01234567 = vextq_s8(vout6x01234567_7x01234567, vout6x01234567_7x01234567, 2); |
| vout4x01234567_5x01234567 = vextq_s8(vout4x01234567_5x01234567, vout4x01234567_5x01234567, 2); |
| vout2x01234567_3x01234567 = vextq_s8(vout2x01234567_3x01234567, vout2x01234567_3x01234567, 2); |
| vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 2); |
| } |
| if (nc & 1) { |
| vst1q_lane_s8(c11, vout10x01234567_11x01234567, 8); |
| vst1q_lane_s8(c10, vout10x01234567_11x01234567, 0); |
| vst1q_lane_s8(c9, vout8x01234567_9x01234567, 8); |
| vst1q_lane_s8(c8, vout8x01234567_9x01234567, 0); |
| vst1q_lane_s8(c7, vout6x01234567_7x01234567, 8); |
| vst1q_lane_s8(c6, vout6x01234567_7x01234567, 0); |
| vst1q_lane_s8(c5, vout4x01234567_5x01234567, 8); |
| vst1q_lane_s8(c4, vout4x01234567_5x01234567, 0); |
| vst1q_lane_s8(c3, vout2x01234567_3x01234567, 8); |
| vst1q_lane_s8(c2, vout2x01234567_3x01234567, 0); |
| vst1q_lane_s8(c1, vout0x01234567_1x01234567, 8); |
| vst1q_lane_s8(c0, vout0x01234567_1x01234567, 0); |
| } |
| |
| nc = 0; |
| } |
| } while (nc != 0); |
| } |