Frank Barchard | 36f95cf | 2021-02-23 03:12:52 -0800 | [diff] [blame] | 1 | // Auto-generated file. Do not edit! |
| 2 | // Template: src/qs8-igemm/c16-neon-mlal-padal.c.in |
| 3 | // Generator: tools/xngen |
| 4 | // |
| 5 | // Copyright 2021 Google LLC |
| 6 | // |
| 7 | // This source code is licensed under the BSD-style license found in the |
| 8 | // LICENSE file in the root directory of this source tree. |
| 9 | |
| 10 | #include <assert.h> |
| 11 | |
| 12 | #include <arm_neon.h> |
| 13 | |
Frank Barchard | 36f95cf | 2021-02-23 03:12:52 -0800 | [diff] [blame] | 14 | #include <xnnpack/gemm.h> |
Frank Barchard | 6d8ca7d | 2021-03-01 11:05:08 -0800 | [diff] [blame] | 15 | #include <xnnpack/math.h> |
Frank Barchard | 36f95cf | 2021-02-23 03:12:52 -0800 | [diff] [blame] | 16 | |
| 17 | |
| 18 | void xnn_qs8_igemm_minmax_ukernel_4x16c16__neon_mlal_padal( |
| 19 | size_t mr, |
| 20 | size_t nc, |
| 21 | size_t kc, |
| 22 | size_t ks, |
| 23 | const int8_t** restrict a, |
| 24 | const void* restrict w, |
| 25 | int8_t* restrict c, |
| 26 | size_t cm_stride, |
| 27 | size_t cn_stride, |
| 28 | size_t a_offset, |
| 29 | const int8_t* zero, |
| 30 | const union xnn_qs8_gemm_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN |
| 31 | { |
| 32 | assert(mr != 0); |
| 33 | assert(mr <= 4); |
| 34 | assert(nc != 0); |
| 35 | assert(kc != 0); |
| 36 | assert(ks != 0); |
| 37 | assert(ks % (4 * sizeof(void*)) == 0); |
| 38 | assert(a_offset % sizeof(int8_t) == 0); |
| 39 | assert(a != NULL); |
| 40 | assert(w != NULL); |
| 41 | assert(c != NULL); |
| 42 | |
Frank Barchard | 6d8ca7d | 2021-03-01 11:05:08 -0800 | [diff] [blame] | 43 | kc = round_up_po2(kc, 16); |
Frank Barchard | 36f95cf | 2021-02-23 03:12:52 -0800 | [diff] [blame] | 44 | int8_t* c0 = c; |
| 45 | int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride); |
| 46 | if XNN_UNPREDICTABLE(mr < 2) { |
| 47 | c1 = c0; |
| 48 | } |
| 49 | int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride); |
| 50 | if XNN_UNPREDICTABLE(mr <= 2) { |
| 51 | c2 = c1; |
| 52 | } |
| 53 | int8_t* c3 = (int8_t*) ((uintptr_t) c2 + cm_stride); |
| 54 | if XNN_UNPREDICTABLE(mr != 4) { |
| 55 | c3 = c2; |
| 56 | } |
| 57 | |
| 58 | do { |
| 59 | int32x4_t vacc0x0 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 60 | int32x4_t vacc0x1 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 61 | int32x4_t vacc0x2 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 62 | int32x4_t vacc0x3 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 63 | int32x4_t vacc0x4 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 64 | int32x4_t vacc0x5 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 65 | int32x4_t vacc0x6 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 66 | int32x4_t vacc0x7 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 67 | int32x4_t vacc0x8 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 68 | int32x4_t vacc0x9 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 69 | int32x4_t vacc0x10 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 70 | int32x4_t vacc0x11 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 71 | int32x4_t vacc0x12 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 72 | int32x4_t vacc0x13 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 73 | int32x4_t vacc0x14 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 74 | int32x4_t vacc0x15 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t)); |
| 75 | int32x4_t vacc1x0 = vacc0x0; |
| 76 | int32x4_t vacc1x1 = vacc0x1; |
| 77 | int32x4_t vacc1x2 = vacc0x2; |
| 78 | int32x4_t vacc1x3 = vacc0x3; |
| 79 | int32x4_t vacc1x4 = vacc0x4; |
| 80 | int32x4_t vacc1x5 = vacc0x5; |
| 81 | int32x4_t vacc1x6 = vacc0x6; |
| 82 | int32x4_t vacc1x7 = vacc0x7; |
| 83 | int32x4_t vacc1x8 = vacc0x8; |
| 84 | int32x4_t vacc1x9 = vacc0x9; |
| 85 | int32x4_t vacc1x10 = vacc0x10; |
| 86 | int32x4_t vacc1x11 = vacc0x11; |
| 87 | int32x4_t vacc1x12 = vacc0x12; |
| 88 | int32x4_t vacc1x13 = vacc0x13; |
| 89 | int32x4_t vacc1x14 = vacc0x14; |
| 90 | int32x4_t vacc1x15 = vacc0x15; |
| 91 | int32x4_t vacc2x0 = vacc0x0; |
| 92 | int32x4_t vacc2x1 = vacc0x1; |
| 93 | int32x4_t vacc2x2 = vacc0x2; |
| 94 | int32x4_t vacc2x3 = vacc0x3; |
| 95 | int32x4_t vacc2x4 = vacc0x4; |
| 96 | int32x4_t vacc2x5 = vacc0x5; |
| 97 | int32x4_t vacc2x6 = vacc0x6; |
| 98 | int32x4_t vacc2x7 = vacc0x7; |
| 99 | int32x4_t vacc2x8 = vacc0x8; |
| 100 | int32x4_t vacc2x9 = vacc0x9; |
| 101 | int32x4_t vacc2x10 = vacc0x10; |
| 102 | int32x4_t vacc2x11 = vacc0x11; |
| 103 | int32x4_t vacc2x12 = vacc0x12; |
| 104 | int32x4_t vacc2x13 = vacc0x13; |
| 105 | int32x4_t vacc2x14 = vacc0x14; |
| 106 | int32x4_t vacc2x15 = vacc0x15; |
| 107 | int32x4_t vacc3x0 = vacc0x0; |
| 108 | int32x4_t vacc3x1 = vacc0x1; |
| 109 | int32x4_t vacc3x2 = vacc0x2; |
| 110 | int32x4_t vacc3x3 = vacc0x3; |
| 111 | int32x4_t vacc3x4 = vacc0x4; |
| 112 | int32x4_t vacc3x5 = vacc0x5; |
| 113 | int32x4_t vacc3x6 = vacc0x6; |
| 114 | int32x4_t vacc3x7 = vacc0x7; |
| 115 | int32x4_t vacc3x8 = vacc0x8; |
| 116 | int32x4_t vacc3x9 = vacc0x9; |
| 117 | int32x4_t vacc3x10 = vacc0x10; |
| 118 | int32x4_t vacc3x11 = vacc0x11; |
| 119 | int32x4_t vacc3x12 = vacc0x12; |
| 120 | int32x4_t vacc3x13 = vacc0x13; |
| 121 | int32x4_t vacc3x14 = vacc0x14; |
| 122 | int32x4_t vacc3x15 = vacc0x15; |
| 123 | |
| 124 | size_t p = ks; |
| 125 | do { |
| 126 | const int8_t* restrict a0 = a[0]; |
| 127 | if XNN_UNPREDICTABLE(a0 != zero) { |
| 128 | a0 = (const int8_t*) ((uintptr_t) a0 + a_offset); |
| 129 | } |
| 130 | const int8_t* restrict a1 = a[1]; |
| 131 | if XNN_UNPREDICTABLE(a1 != zero) { |
| 132 | a1 = (const int8_t*) ((uintptr_t) a1 + a_offset); |
| 133 | } |
| 134 | const int8_t* restrict a2 = a[2]; |
| 135 | if XNN_UNPREDICTABLE(a2 != zero) { |
| 136 | a2 = (const int8_t*) ((uintptr_t) a2 + a_offset); |
| 137 | } |
| 138 | const int8_t* restrict a3 = a[3]; |
| 139 | if XNN_UNPREDICTABLE(a3 != zero) { |
| 140 | a3 = (const int8_t*) ((uintptr_t) a3 + a_offset); |
| 141 | } |
| 142 | a += 4; |
| 143 | |
| 144 | // KC loop of 16 with up to 15 remainder |
| 145 | size_t k = 0; |
| 146 | while (k < kc) { |
| 147 | const int8x16_t va0 = vld1q_s8(a0); a0 += 16; |
| 148 | const int8x16_t va1 = vld1q_s8(a1); a1 += 16; |
| 149 | const int8x16_t va2 = vld1q_s8(a2); a2 += 16; |
| 150 | const int8x16_t va3 = vld1q_s8(a3); a3 += 16; |
| 151 | |
| 152 | const int8x16_t vb0 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 153 | const int8x16_t vb1 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 154 | const int8x16_t vb2 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 155 | const int8x16_t vb3 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 156 | const int8x16_t vb4 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 157 | const int8x16_t vb5 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 158 | const int8x16_t vb6 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 159 | const int8x16_t vb7 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 160 | const int8x16_t vb8 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 161 | const int8x16_t vb9 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 162 | const int8x16_t vb10 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 163 | const int8x16_t vb11 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 164 | const int8x16_t vb12 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 165 | const int8x16_t vb13 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 166 | const int8x16_t vb14 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 167 | const int8x16_t vb15 = vld1q_s8(w); w = (const void*) ((uintptr_t) w + 16 * sizeof(int8_t)); |
| 168 | |
| 169 | int16x8_t vprod0x0 = vmull_s8(vget_low_s8(vb0), vget_low_s8(va0)); |
| 170 | int16x8_t vprod1x0 = vmull_s8(vget_low_s8(vb0), vget_low_s8(va1)); |
| 171 | int16x8_t vprod2x0 = vmull_s8(vget_low_s8(vb0), vget_low_s8(va2)); |
| 172 | int16x8_t vprod3x0 = vmull_s8(vget_low_s8(vb0), vget_low_s8(va3)); |
| 173 | vprod0x0 = vmlal_s8(vprod0x0, vget_high_s8(vb0), vget_high_s8(va0)); |
| 174 | vprod1x0 = vmlal_s8(vprod1x0, vget_high_s8(vb0), vget_high_s8(va1)); |
| 175 | vprod2x0 = vmlal_s8(vprod2x0, vget_high_s8(vb0), vget_high_s8(va2)); |
| 176 | vprod3x0 = vmlal_s8(vprod3x0, vget_high_s8(vb0), vget_high_s8(va3)); |
| 177 | vacc0x0 = vpadalq_s16(vacc0x0, vprod0x0); |
| 178 | vacc1x0 = vpadalq_s16(vacc1x0, vprod1x0); |
| 179 | vacc2x0 = vpadalq_s16(vacc2x0, vprod2x0); |
| 180 | vacc3x0 = vpadalq_s16(vacc3x0, vprod3x0); |
| 181 | int16x8_t vprod0x1 = vmull_s8(vget_low_s8(vb1), vget_low_s8(va0)); |
| 182 | int16x8_t vprod1x1 = vmull_s8(vget_low_s8(vb1), vget_low_s8(va1)); |
| 183 | int16x8_t vprod2x1 = vmull_s8(vget_low_s8(vb1), vget_low_s8(va2)); |
| 184 | int16x8_t vprod3x1 = vmull_s8(vget_low_s8(vb1), vget_low_s8(va3)); |
| 185 | vprod0x1 = vmlal_s8(vprod0x1, vget_high_s8(vb1), vget_high_s8(va0)); |
| 186 | vprod1x1 = vmlal_s8(vprod1x1, vget_high_s8(vb1), vget_high_s8(va1)); |
| 187 | vprod2x1 = vmlal_s8(vprod2x1, vget_high_s8(vb1), vget_high_s8(va2)); |
| 188 | vprod3x1 = vmlal_s8(vprod3x1, vget_high_s8(vb1), vget_high_s8(va3)); |
| 189 | vacc0x1 = vpadalq_s16(vacc0x1, vprod0x1); |
| 190 | vacc1x1 = vpadalq_s16(vacc1x1, vprod1x1); |
| 191 | vacc2x1 = vpadalq_s16(vacc2x1, vprod2x1); |
| 192 | vacc3x1 = vpadalq_s16(vacc3x1, vprod3x1); |
| 193 | int16x8_t vprod0x2 = vmull_s8(vget_low_s8(vb2), vget_low_s8(va0)); |
| 194 | int16x8_t vprod1x2 = vmull_s8(vget_low_s8(vb2), vget_low_s8(va1)); |
| 195 | int16x8_t vprod2x2 = vmull_s8(vget_low_s8(vb2), vget_low_s8(va2)); |
| 196 | int16x8_t vprod3x2 = vmull_s8(vget_low_s8(vb2), vget_low_s8(va3)); |
| 197 | vprod0x2 = vmlal_s8(vprod0x2, vget_high_s8(vb2), vget_high_s8(va0)); |
| 198 | vprod1x2 = vmlal_s8(vprod1x2, vget_high_s8(vb2), vget_high_s8(va1)); |
| 199 | vprod2x2 = vmlal_s8(vprod2x2, vget_high_s8(vb2), vget_high_s8(va2)); |
| 200 | vprod3x2 = vmlal_s8(vprod3x2, vget_high_s8(vb2), vget_high_s8(va3)); |
| 201 | vacc0x2 = vpadalq_s16(vacc0x2, vprod0x2); |
| 202 | vacc1x2 = vpadalq_s16(vacc1x2, vprod1x2); |
| 203 | vacc2x2 = vpadalq_s16(vacc2x2, vprod2x2); |
| 204 | vacc3x2 = vpadalq_s16(vacc3x2, vprod3x2); |
| 205 | int16x8_t vprod0x3 = vmull_s8(vget_low_s8(vb3), vget_low_s8(va0)); |
| 206 | int16x8_t vprod1x3 = vmull_s8(vget_low_s8(vb3), vget_low_s8(va1)); |
| 207 | int16x8_t vprod2x3 = vmull_s8(vget_low_s8(vb3), vget_low_s8(va2)); |
| 208 | int16x8_t vprod3x3 = vmull_s8(vget_low_s8(vb3), vget_low_s8(va3)); |
| 209 | vprod0x3 = vmlal_s8(vprod0x3, vget_high_s8(vb3), vget_high_s8(va0)); |
| 210 | vprod1x3 = vmlal_s8(vprod1x3, vget_high_s8(vb3), vget_high_s8(va1)); |
| 211 | vprod2x3 = vmlal_s8(vprod2x3, vget_high_s8(vb3), vget_high_s8(va2)); |
| 212 | vprod3x3 = vmlal_s8(vprod3x3, vget_high_s8(vb3), vget_high_s8(va3)); |
| 213 | vacc0x3 = vpadalq_s16(vacc0x3, vprod0x3); |
| 214 | vacc1x3 = vpadalq_s16(vacc1x3, vprod1x3); |
| 215 | vacc2x3 = vpadalq_s16(vacc2x3, vprod2x3); |
| 216 | vacc3x3 = vpadalq_s16(vacc3x3, vprod3x3); |
| 217 | int16x8_t vprod0x4 = vmull_s8(vget_low_s8(vb4), vget_low_s8(va0)); |
| 218 | int16x8_t vprod1x4 = vmull_s8(vget_low_s8(vb4), vget_low_s8(va1)); |
| 219 | int16x8_t vprod2x4 = vmull_s8(vget_low_s8(vb4), vget_low_s8(va2)); |
| 220 | int16x8_t vprod3x4 = vmull_s8(vget_low_s8(vb4), vget_low_s8(va3)); |
| 221 | vprod0x4 = vmlal_s8(vprod0x4, vget_high_s8(vb4), vget_high_s8(va0)); |
| 222 | vprod1x4 = vmlal_s8(vprod1x4, vget_high_s8(vb4), vget_high_s8(va1)); |
| 223 | vprod2x4 = vmlal_s8(vprod2x4, vget_high_s8(vb4), vget_high_s8(va2)); |
| 224 | vprod3x4 = vmlal_s8(vprod3x4, vget_high_s8(vb4), vget_high_s8(va3)); |
| 225 | vacc0x4 = vpadalq_s16(vacc0x4, vprod0x4); |
| 226 | vacc1x4 = vpadalq_s16(vacc1x4, vprod1x4); |
| 227 | vacc2x4 = vpadalq_s16(vacc2x4, vprod2x4); |
| 228 | vacc3x4 = vpadalq_s16(vacc3x4, vprod3x4); |
| 229 | int16x8_t vprod0x5 = vmull_s8(vget_low_s8(vb5), vget_low_s8(va0)); |
| 230 | int16x8_t vprod1x5 = vmull_s8(vget_low_s8(vb5), vget_low_s8(va1)); |
| 231 | int16x8_t vprod2x5 = vmull_s8(vget_low_s8(vb5), vget_low_s8(va2)); |
| 232 | int16x8_t vprod3x5 = vmull_s8(vget_low_s8(vb5), vget_low_s8(va3)); |
| 233 | vprod0x5 = vmlal_s8(vprod0x5, vget_high_s8(vb5), vget_high_s8(va0)); |
| 234 | vprod1x5 = vmlal_s8(vprod1x5, vget_high_s8(vb5), vget_high_s8(va1)); |
| 235 | vprod2x5 = vmlal_s8(vprod2x5, vget_high_s8(vb5), vget_high_s8(va2)); |
| 236 | vprod3x5 = vmlal_s8(vprod3x5, vget_high_s8(vb5), vget_high_s8(va3)); |
| 237 | vacc0x5 = vpadalq_s16(vacc0x5, vprod0x5); |
| 238 | vacc1x5 = vpadalq_s16(vacc1x5, vprod1x5); |
| 239 | vacc2x5 = vpadalq_s16(vacc2x5, vprod2x5); |
| 240 | vacc3x5 = vpadalq_s16(vacc3x5, vprod3x5); |
| 241 | int16x8_t vprod0x6 = vmull_s8(vget_low_s8(vb6), vget_low_s8(va0)); |
| 242 | int16x8_t vprod1x6 = vmull_s8(vget_low_s8(vb6), vget_low_s8(va1)); |
| 243 | int16x8_t vprod2x6 = vmull_s8(vget_low_s8(vb6), vget_low_s8(va2)); |
| 244 | int16x8_t vprod3x6 = vmull_s8(vget_low_s8(vb6), vget_low_s8(va3)); |
| 245 | vprod0x6 = vmlal_s8(vprod0x6, vget_high_s8(vb6), vget_high_s8(va0)); |
| 246 | vprod1x6 = vmlal_s8(vprod1x6, vget_high_s8(vb6), vget_high_s8(va1)); |
| 247 | vprod2x6 = vmlal_s8(vprod2x6, vget_high_s8(vb6), vget_high_s8(va2)); |
| 248 | vprod3x6 = vmlal_s8(vprod3x6, vget_high_s8(vb6), vget_high_s8(va3)); |
| 249 | vacc0x6 = vpadalq_s16(vacc0x6, vprod0x6); |
| 250 | vacc1x6 = vpadalq_s16(vacc1x6, vprod1x6); |
| 251 | vacc2x6 = vpadalq_s16(vacc2x6, vprod2x6); |
| 252 | vacc3x6 = vpadalq_s16(vacc3x6, vprod3x6); |
| 253 | int16x8_t vprod0x7 = vmull_s8(vget_low_s8(vb7), vget_low_s8(va0)); |
| 254 | int16x8_t vprod1x7 = vmull_s8(vget_low_s8(vb7), vget_low_s8(va1)); |
| 255 | int16x8_t vprod2x7 = vmull_s8(vget_low_s8(vb7), vget_low_s8(va2)); |
| 256 | int16x8_t vprod3x7 = vmull_s8(vget_low_s8(vb7), vget_low_s8(va3)); |
| 257 | vprod0x7 = vmlal_s8(vprod0x7, vget_high_s8(vb7), vget_high_s8(va0)); |
| 258 | vprod1x7 = vmlal_s8(vprod1x7, vget_high_s8(vb7), vget_high_s8(va1)); |
| 259 | vprod2x7 = vmlal_s8(vprod2x7, vget_high_s8(vb7), vget_high_s8(va2)); |
| 260 | vprod3x7 = vmlal_s8(vprod3x7, vget_high_s8(vb7), vget_high_s8(va3)); |
| 261 | vacc0x7 = vpadalq_s16(vacc0x7, vprod0x7); |
| 262 | vacc1x7 = vpadalq_s16(vacc1x7, vprod1x7); |
| 263 | vacc2x7 = vpadalq_s16(vacc2x7, vprod2x7); |
| 264 | vacc3x7 = vpadalq_s16(vacc3x7, vprod3x7); |
| 265 | int16x8_t vprod0x8 = vmull_s8(vget_low_s8(vb8), vget_low_s8(va0)); |
| 266 | int16x8_t vprod1x8 = vmull_s8(vget_low_s8(vb8), vget_low_s8(va1)); |
| 267 | int16x8_t vprod2x8 = vmull_s8(vget_low_s8(vb8), vget_low_s8(va2)); |
| 268 | int16x8_t vprod3x8 = vmull_s8(vget_low_s8(vb8), vget_low_s8(va3)); |
| 269 | vprod0x8 = vmlal_s8(vprod0x8, vget_high_s8(vb8), vget_high_s8(va0)); |
| 270 | vprod1x8 = vmlal_s8(vprod1x8, vget_high_s8(vb8), vget_high_s8(va1)); |
| 271 | vprod2x8 = vmlal_s8(vprod2x8, vget_high_s8(vb8), vget_high_s8(va2)); |
| 272 | vprod3x8 = vmlal_s8(vprod3x8, vget_high_s8(vb8), vget_high_s8(va3)); |
| 273 | vacc0x8 = vpadalq_s16(vacc0x8, vprod0x8); |
| 274 | vacc1x8 = vpadalq_s16(vacc1x8, vprod1x8); |
| 275 | vacc2x8 = vpadalq_s16(vacc2x8, vprod2x8); |
| 276 | vacc3x8 = vpadalq_s16(vacc3x8, vprod3x8); |
| 277 | int16x8_t vprod0x9 = vmull_s8(vget_low_s8(vb9), vget_low_s8(va0)); |
| 278 | int16x8_t vprod1x9 = vmull_s8(vget_low_s8(vb9), vget_low_s8(va1)); |
| 279 | int16x8_t vprod2x9 = vmull_s8(vget_low_s8(vb9), vget_low_s8(va2)); |
| 280 | int16x8_t vprod3x9 = vmull_s8(vget_low_s8(vb9), vget_low_s8(va3)); |
| 281 | vprod0x9 = vmlal_s8(vprod0x9, vget_high_s8(vb9), vget_high_s8(va0)); |
| 282 | vprod1x9 = vmlal_s8(vprod1x9, vget_high_s8(vb9), vget_high_s8(va1)); |
| 283 | vprod2x9 = vmlal_s8(vprod2x9, vget_high_s8(vb9), vget_high_s8(va2)); |
| 284 | vprod3x9 = vmlal_s8(vprod3x9, vget_high_s8(vb9), vget_high_s8(va3)); |
| 285 | vacc0x9 = vpadalq_s16(vacc0x9, vprod0x9); |
| 286 | vacc1x9 = vpadalq_s16(vacc1x9, vprod1x9); |
| 287 | vacc2x9 = vpadalq_s16(vacc2x9, vprod2x9); |
| 288 | vacc3x9 = vpadalq_s16(vacc3x9, vprod3x9); |
| 289 | int16x8_t vprod0x10 = vmull_s8(vget_low_s8(vb10), vget_low_s8(va0)); |
| 290 | int16x8_t vprod1x10 = vmull_s8(vget_low_s8(vb10), vget_low_s8(va1)); |
| 291 | int16x8_t vprod2x10 = vmull_s8(vget_low_s8(vb10), vget_low_s8(va2)); |
| 292 | int16x8_t vprod3x10 = vmull_s8(vget_low_s8(vb10), vget_low_s8(va3)); |
| 293 | vprod0x10 = vmlal_s8(vprod0x10, vget_high_s8(vb10), vget_high_s8(va0)); |
| 294 | vprod1x10 = vmlal_s8(vprod1x10, vget_high_s8(vb10), vget_high_s8(va1)); |
| 295 | vprod2x10 = vmlal_s8(vprod2x10, vget_high_s8(vb10), vget_high_s8(va2)); |
| 296 | vprod3x10 = vmlal_s8(vprod3x10, vget_high_s8(vb10), vget_high_s8(va3)); |
| 297 | vacc0x10 = vpadalq_s16(vacc0x10, vprod0x10); |
| 298 | vacc1x10 = vpadalq_s16(vacc1x10, vprod1x10); |
| 299 | vacc2x10 = vpadalq_s16(vacc2x10, vprod2x10); |
| 300 | vacc3x10 = vpadalq_s16(vacc3x10, vprod3x10); |
| 301 | int16x8_t vprod0x11 = vmull_s8(vget_low_s8(vb11), vget_low_s8(va0)); |
| 302 | int16x8_t vprod1x11 = vmull_s8(vget_low_s8(vb11), vget_low_s8(va1)); |
| 303 | int16x8_t vprod2x11 = vmull_s8(vget_low_s8(vb11), vget_low_s8(va2)); |
| 304 | int16x8_t vprod3x11 = vmull_s8(vget_low_s8(vb11), vget_low_s8(va3)); |
| 305 | vprod0x11 = vmlal_s8(vprod0x11, vget_high_s8(vb11), vget_high_s8(va0)); |
| 306 | vprod1x11 = vmlal_s8(vprod1x11, vget_high_s8(vb11), vget_high_s8(va1)); |
| 307 | vprod2x11 = vmlal_s8(vprod2x11, vget_high_s8(vb11), vget_high_s8(va2)); |
| 308 | vprod3x11 = vmlal_s8(vprod3x11, vget_high_s8(vb11), vget_high_s8(va3)); |
| 309 | vacc0x11 = vpadalq_s16(vacc0x11, vprod0x11); |
| 310 | vacc1x11 = vpadalq_s16(vacc1x11, vprod1x11); |
| 311 | vacc2x11 = vpadalq_s16(vacc2x11, vprod2x11); |
| 312 | vacc3x11 = vpadalq_s16(vacc3x11, vprod3x11); |
| 313 | int16x8_t vprod0x12 = vmull_s8(vget_low_s8(vb12), vget_low_s8(va0)); |
| 314 | int16x8_t vprod1x12 = vmull_s8(vget_low_s8(vb12), vget_low_s8(va1)); |
| 315 | int16x8_t vprod2x12 = vmull_s8(vget_low_s8(vb12), vget_low_s8(va2)); |
| 316 | int16x8_t vprod3x12 = vmull_s8(vget_low_s8(vb12), vget_low_s8(va3)); |
| 317 | vprod0x12 = vmlal_s8(vprod0x12, vget_high_s8(vb12), vget_high_s8(va0)); |
| 318 | vprod1x12 = vmlal_s8(vprod1x12, vget_high_s8(vb12), vget_high_s8(va1)); |
| 319 | vprod2x12 = vmlal_s8(vprod2x12, vget_high_s8(vb12), vget_high_s8(va2)); |
| 320 | vprod3x12 = vmlal_s8(vprod3x12, vget_high_s8(vb12), vget_high_s8(va3)); |
| 321 | vacc0x12 = vpadalq_s16(vacc0x12, vprod0x12); |
| 322 | vacc1x12 = vpadalq_s16(vacc1x12, vprod1x12); |
| 323 | vacc2x12 = vpadalq_s16(vacc2x12, vprod2x12); |
| 324 | vacc3x12 = vpadalq_s16(vacc3x12, vprod3x12); |
| 325 | int16x8_t vprod0x13 = vmull_s8(vget_low_s8(vb13), vget_low_s8(va0)); |
| 326 | int16x8_t vprod1x13 = vmull_s8(vget_low_s8(vb13), vget_low_s8(va1)); |
| 327 | int16x8_t vprod2x13 = vmull_s8(vget_low_s8(vb13), vget_low_s8(va2)); |
| 328 | int16x8_t vprod3x13 = vmull_s8(vget_low_s8(vb13), vget_low_s8(va3)); |
| 329 | vprod0x13 = vmlal_s8(vprod0x13, vget_high_s8(vb13), vget_high_s8(va0)); |
| 330 | vprod1x13 = vmlal_s8(vprod1x13, vget_high_s8(vb13), vget_high_s8(va1)); |
| 331 | vprod2x13 = vmlal_s8(vprod2x13, vget_high_s8(vb13), vget_high_s8(va2)); |
| 332 | vprod3x13 = vmlal_s8(vprod3x13, vget_high_s8(vb13), vget_high_s8(va3)); |
| 333 | vacc0x13 = vpadalq_s16(vacc0x13, vprod0x13); |
| 334 | vacc1x13 = vpadalq_s16(vacc1x13, vprod1x13); |
| 335 | vacc2x13 = vpadalq_s16(vacc2x13, vprod2x13); |
| 336 | vacc3x13 = vpadalq_s16(vacc3x13, vprod3x13); |
| 337 | int16x8_t vprod0x14 = vmull_s8(vget_low_s8(vb14), vget_low_s8(va0)); |
| 338 | int16x8_t vprod1x14 = vmull_s8(vget_low_s8(vb14), vget_low_s8(va1)); |
| 339 | int16x8_t vprod2x14 = vmull_s8(vget_low_s8(vb14), vget_low_s8(va2)); |
| 340 | int16x8_t vprod3x14 = vmull_s8(vget_low_s8(vb14), vget_low_s8(va3)); |
| 341 | vprod0x14 = vmlal_s8(vprod0x14, vget_high_s8(vb14), vget_high_s8(va0)); |
| 342 | vprod1x14 = vmlal_s8(vprod1x14, vget_high_s8(vb14), vget_high_s8(va1)); |
| 343 | vprod2x14 = vmlal_s8(vprod2x14, vget_high_s8(vb14), vget_high_s8(va2)); |
| 344 | vprod3x14 = vmlal_s8(vprod3x14, vget_high_s8(vb14), vget_high_s8(va3)); |
| 345 | vacc0x14 = vpadalq_s16(vacc0x14, vprod0x14); |
| 346 | vacc1x14 = vpadalq_s16(vacc1x14, vprod1x14); |
| 347 | vacc2x14 = vpadalq_s16(vacc2x14, vprod2x14); |
| 348 | vacc3x14 = vpadalq_s16(vacc3x14, vprod3x14); |
| 349 | int16x8_t vprod0x15 = vmull_s8(vget_low_s8(vb15), vget_low_s8(va0)); |
| 350 | int16x8_t vprod1x15 = vmull_s8(vget_low_s8(vb15), vget_low_s8(va1)); |
| 351 | int16x8_t vprod2x15 = vmull_s8(vget_low_s8(vb15), vget_low_s8(va2)); |
| 352 | int16x8_t vprod3x15 = vmull_s8(vget_low_s8(vb15), vget_low_s8(va3)); |
| 353 | vprod0x15 = vmlal_s8(vprod0x15, vget_high_s8(vb15), vget_high_s8(va0)); |
| 354 | vprod1x15 = vmlal_s8(vprod1x15, vget_high_s8(vb15), vget_high_s8(va1)); |
| 355 | vprod2x15 = vmlal_s8(vprod2x15, vget_high_s8(vb15), vget_high_s8(va2)); |
| 356 | vprod3x15 = vmlal_s8(vprod3x15, vget_high_s8(vb15), vget_high_s8(va3)); |
| 357 | vacc0x15 = vpadalq_s16(vacc0x15, vprod0x15); |
| 358 | vacc1x15 = vpadalq_s16(vacc1x15, vprod1x15); |
| 359 | vacc2x15 = vpadalq_s16(vacc2x15, vprod2x15); |
| 360 | vacc3x15 = vpadalq_s16(vacc3x15, vprod3x15); |
| 361 | |
| 362 | k += 16 * sizeof(int8_t); |
| 363 | } |
| 364 | |
| 365 | p -= 4 * sizeof(void*); |
| 366 | } while (p != 0); |
| 367 | |
| 368 | #if XNN_ARCH_ARM64 |
| 369 | const int32x4_t vsum0x01 = vpaddq_s32(vacc0x0, vacc0x1); |
| 370 | const int32x4_t vsum0x23 = vpaddq_s32(vacc0x2, vacc0x3); |
| 371 | const int32x4_t vsum0x45 = vpaddq_s32(vacc0x4, vacc0x5); |
| 372 | const int32x4_t vsum0x67 = vpaddq_s32(vacc0x6, vacc0x7); |
| 373 | const int32x4_t vsum0x89 = vpaddq_s32(vacc0x8, vacc0x9); |
| 374 | const int32x4_t vsum0xAB = vpaddq_s32(vacc0x10, vacc0x11); |
| 375 | const int32x4_t vsum0xCD = vpaddq_s32(vacc0x12, vacc0x13); |
| 376 | const int32x4_t vsum0xEF = vpaddq_s32(vacc0x14, vacc0x15); |
| 377 | const int32x4_t vsum1x01 = vpaddq_s32(vacc1x0, vacc1x1); |
| 378 | const int32x4_t vsum1x23 = vpaddq_s32(vacc1x2, vacc1x3); |
| 379 | const int32x4_t vsum1x45 = vpaddq_s32(vacc1x4, vacc1x5); |
| 380 | const int32x4_t vsum1x67 = vpaddq_s32(vacc1x6, vacc1x7); |
| 381 | const int32x4_t vsum1x89 = vpaddq_s32(vacc1x8, vacc1x9); |
| 382 | const int32x4_t vsum1xAB = vpaddq_s32(vacc1x10, vacc1x11); |
| 383 | const int32x4_t vsum1xCD = vpaddq_s32(vacc1x12, vacc1x13); |
| 384 | const int32x4_t vsum1xEF = vpaddq_s32(vacc1x14, vacc1x15); |
| 385 | const int32x4_t vsum2x01 = vpaddq_s32(vacc2x0, vacc2x1); |
| 386 | const int32x4_t vsum2x23 = vpaddq_s32(vacc2x2, vacc2x3); |
| 387 | const int32x4_t vsum2x45 = vpaddq_s32(vacc2x4, vacc2x5); |
| 388 | const int32x4_t vsum2x67 = vpaddq_s32(vacc2x6, vacc2x7); |
| 389 | const int32x4_t vsum2x89 = vpaddq_s32(vacc2x8, vacc2x9); |
| 390 | const int32x4_t vsum2xAB = vpaddq_s32(vacc2x10, vacc2x11); |
| 391 | const int32x4_t vsum2xCD = vpaddq_s32(vacc2x12, vacc2x13); |
| 392 | const int32x4_t vsum2xEF = vpaddq_s32(vacc2x14, vacc2x15); |
| 393 | const int32x4_t vsum3x01 = vpaddq_s32(vacc3x0, vacc3x1); |
| 394 | const int32x4_t vsum3x23 = vpaddq_s32(vacc3x2, vacc3x3); |
| 395 | const int32x4_t vsum3x45 = vpaddq_s32(vacc3x4, vacc3x5); |
| 396 | const int32x4_t vsum3x67 = vpaddq_s32(vacc3x6, vacc3x7); |
| 397 | const int32x4_t vsum3x89 = vpaddq_s32(vacc3x8, vacc3x9); |
| 398 | const int32x4_t vsum3xAB = vpaddq_s32(vacc3x10, vacc3x11); |
| 399 | const int32x4_t vsum3xCD = vpaddq_s32(vacc3x12, vacc3x13); |
| 400 | const int32x4_t vsum3xEF = vpaddq_s32(vacc3x14, vacc3x15); |
| 401 | int32x4_t vacc0x0123 = vpaddq_s32(vsum0x01, vsum0x23); |
| 402 | int32x4_t vacc0x4567 = vpaddq_s32(vsum0x45, vsum0x67); |
| 403 | int32x4_t vacc0x89AB = vpaddq_s32(vsum0x89, vsum0xAB); |
| 404 | int32x4_t vacc0xCDEF = vpaddq_s32(vsum0xCD, vsum0xEF); |
| 405 | int32x4_t vacc1x0123 = vpaddq_s32(vsum1x01, vsum1x23); |
| 406 | int32x4_t vacc1x4567 = vpaddq_s32(vsum1x45, vsum1x67); |
| 407 | int32x4_t vacc1x89AB = vpaddq_s32(vsum1x89, vsum1xAB); |
| 408 | int32x4_t vacc1xCDEF = vpaddq_s32(vsum1xCD, vsum1xEF); |
| 409 | int32x4_t vacc2x0123 = vpaddq_s32(vsum2x01, vsum2x23); |
| 410 | int32x4_t vacc2x4567 = vpaddq_s32(vsum2x45, vsum2x67); |
| 411 | int32x4_t vacc2x89AB = vpaddq_s32(vsum2x89, vsum2xAB); |
| 412 | int32x4_t vacc2xCDEF = vpaddq_s32(vsum2xCD, vsum2xEF); |
| 413 | int32x4_t vacc3x0123 = vpaddq_s32(vsum3x01, vsum3x23); |
| 414 | int32x4_t vacc3x4567 = vpaddq_s32(vsum3x45, vsum3x67); |
| 415 | int32x4_t vacc3x89AB = vpaddq_s32(vsum3x89, vsum3xAB); |
| 416 | int32x4_t vacc3xCDEF = vpaddq_s32(vsum3xCD, vsum3xEF); |
| 417 | #else |
| 418 | const int32x2_t vpsum0x0 = vadd_s32(vget_low_s32(vacc0x0), vget_high_s32(vacc0x0)); |
| 419 | const int32x2_t vpsum0x1 = vadd_s32(vget_low_s32(vacc0x1), vget_high_s32(vacc0x1)); |
| 420 | const int32x2_t vpsum0x2 = vadd_s32(vget_low_s32(vacc0x2), vget_high_s32(vacc0x2)); |
| 421 | const int32x2_t vpsum0x3 = vadd_s32(vget_low_s32(vacc0x3), vget_high_s32(vacc0x3)); |
| 422 | const int32x2_t vsum0x01 = vpadd_s32(vpsum0x0, vpsum0x1); |
| 423 | const int32x2_t vsum0x23 = vpadd_s32(vpsum0x2, vpsum0x3); |
| 424 | int32x4_t vacc0x0123 = vcombine_s32(vsum0x01, vsum0x23 ); |
| 425 | const int32x2_t vpsum0x4 = vadd_s32(vget_low_s32(vacc0x4), vget_high_s32(vacc0x4)); |
| 426 | const int32x2_t vpsum0x5 = vadd_s32(vget_low_s32(vacc0x5), vget_high_s32(vacc0x5)); |
| 427 | const int32x2_t vpsum0x6 = vadd_s32(vget_low_s32(vacc0x6), vget_high_s32(vacc0x6)); |
| 428 | const int32x2_t vpsum0x7 = vadd_s32(vget_low_s32(vacc0x7), vget_high_s32(vacc0x7)); |
| 429 | const int32x2_t vsum0x45 = vpadd_s32(vpsum0x4, vpsum0x5); |
| 430 | const int32x2_t vsum0x67 = vpadd_s32(vpsum0x6, vpsum0x7); |
| 431 | int32x4_t vacc0x4567 = vcombine_s32(vsum0x45, vsum0x67 ); |
| 432 | const int32x2_t vpsum0x8 = vadd_s32(vget_low_s32(vacc0x8), vget_high_s32(vacc0x8)); |
| 433 | const int32x2_t vpsum0x9 = vadd_s32(vget_low_s32(vacc0x9), vget_high_s32(vacc0x9)); |
| 434 | const int32x2_t vpsum0xA = vadd_s32(vget_low_s32(vacc0x10), vget_high_s32(vacc0x10)); |
| 435 | const int32x2_t vpsum0xB = vadd_s32(vget_low_s32(vacc0x11), vget_high_s32(vacc0x11)); |
| 436 | const int32x2_t vsum0x89 = vpadd_s32(vpsum0x8, vpsum0x9); |
| 437 | const int32x2_t vsum0xAB = vpadd_s32(vpsum0xA, vpsum0xB); |
| 438 | int32x4_t vacc0x89AB = vcombine_s32(vsum0x89, vsum0xAB ); |
| 439 | const int32x2_t vpsum0xC = vadd_s32(vget_low_s32(vacc0x12), vget_high_s32(vacc0x12)); |
| 440 | const int32x2_t vpsum0xD = vadd_s32(vget_low_s32(vacc0x13), vget_high_s32(vacc0x13)); |
| 441 | const int32x2_t vpsum0xE = vadd_s32(vget_low_s32(vacc0x14), vget_high_s32(vacc0x14)); |
| 442 | const int32x2_t vpsum0xF = vadd_s32(vget_low_s32(vacc0x15), vget_high_s32(vacc0x15)); |
| 443 | const int32x2_t vsum0xCD = vpadd_s32(vpsum0xC, vpsum0xD); |
| 444 | const int32x2_t vsum0xEF = vpadd_s32(vpsum0xE, vpsum0xF); |
| 445 | int32x4_t vacc0xCDEF = vcombine_s32(vsum0xCD, vsum0xEF ); |
| 446 | const int32x2_t vpsum1x0 = vadd_s32(vget_low_s32(vacc1x0), vget_high_s32(vacc1x0)); |
| 447 | const int32x2_t vpsum1x1 = vadd_s32(vget_low_s32(vacc1x1), vget_high_s32(vacc1x1)); |
| 448 | const int32x2_t vpsum1x2 = vadd_s32(vget_low_s32(vacc1x2), vget_high_s32(vacc1x2)); |
| 449 | const int32x2_t vpsum1x3 = vadd_s32(vget_low_s32(vacc1x3), vget_high_s32(vacc1x3)); |
| 450 | const int32x2_t vsum1x01 = vpadd_s32(vpsum1x0, vpsum1x1); |
| 451 | const int32x2_t vsum1x23 = vpadd_s32(vpsum1x2, vpsum1x3); |
| 452 | int32x4_t vacc1x0123 = vcombine_s32(vsum1x01, vsum1x23 ); |
| 453 | const int32x2_t vpsum1x4 = vadd_s32(vget_low_s32(vacc1x4), vget_high_s32(vacc1x4)); |
| 454 | const int32x2_t vpsum1x5 = vadd_s32(vget_low_s32(vacc1x5), vget_high_s32(vacc1x5)); |
| 455 | const int32x2_t vpsum1x6 = vadd_s32(vget_low_s32(vacc1x6), vget_high_s32(vacc1x6)); |
| 456 | const int32x2_t vpsum1x7 = vadd_s32(vget_low_s32(vacc1x7), vget_high_s32(vacc1x7)); |
| 457 | const int32x2_t vsum1x45 = vpadd_s32(vpsum1x4, vpsum1x5); |
| 458 | const int32x2_t vsum1x67 = vpadd_s32(vpsum1x6, vpsum1x7); |
| 459 | int32x4_t vacc1x4567 = vcombine_s32(vsum1x45, vsum1x67 ); |
| 460 | const int32x2_t vpsum1x8 = vadd_s32(vget_low_s32(vacc1x8), vget_high_s32(vacc1x8)); |
| 461 | const int32x2_t vpsum1x9 = vadd_s32(vget_low_s32(vacc1x9), vget_high_s32(vacc1x9)); |
| 462 | const int32x2_t vpsum1xA = vadd_s32(vget_low_s32(vacc1x10), vget_high_s32(vacc1x10)); |
| 463 | const int32x2_t vpsum1xB = vadd_s32(vget_low_s32(vacc1x11), vget_high_s32(vacc1x11)); |
| 464 | const int32x2_t vsum1x89 = vpadd_s32(vpsum1x8, vpsum1x9); |
| 465 | const int32x2_t vsum1xAB = vpadd_s32(vpsum1xA, vpsum1xB); |
| 466 | int32x4_t vacc1x89AB = vcombine_s32(vsum1x89, vsum1xAB ); |
| 467 | const int32x2_t vpsum1xC = vadd_s32(vget_low_s32(vacc1x12), vget_high_s32(vacc1x12)); |
| 468 | const int32x2_t vpsum1xD = vadd_s32(vget_low_s32(vacc1x13), vget_high_s32(vacc1x13)); |
| 469 | const int32x2_t vpsum1xE = vadd_s32(vget_low_s32(vacc1x14), vget_high_s32(vacc1x14)); |
| 470 | const int32x2_t vpsum1xF = vadd_s32(vget_low_s32(vacc1x15), vget_high_s32(vacc1x15)); |
| 471 | const int32x2_t vsum1xCD = vpadd_s32(vpsum1xC, vpsum1xD); |
| 472 | const int32x2_t vsum1xEF = vpadd_s32(vpsum1xE, vpsum1xF); |
| 473 | int32x4_t vacc1xCDEF = vcombine_s32(vsum1xCD, vsum1xEF ); |
| 474 | const int32x2_t vpsum2x0 = vadd_s32(vget_low_s32(vacc2x0), vget_high_s32(vacc2x0)); |
| 475 | const int32x2_t vpsum2x1 = vadd_s32(vget_low_s32(vacc2x1), vget_high_s32(vacc2x1)); |
| 476 | const int32x2_t vpsum2x2 = vadd_s32(vget_low_s32(vacc2x2), vget_high_s32(vacc2x2)); |
| 477 | const int32x2_t vpsum2x3 = vadd_s32(vget_low_s32(vacc2x3), vget_high_s32(vacc2x3)); |
| 478 | const int32x2_t vsum2x01 = vpadd_s32(vpsum2x0, vpsum2x1); |
| 479 | const int32x2_t vsum2x23 = vpadd_s32(vpsum2x2, vpsum2x3); |
| 480 | int32x4_t vacc2x0123 = vcombine_s32(vsum2x01, vsum2x23 ); |
| 481 | const int32x2_t vpsum2x4 = vadd_s32(vget_low_s32(vacc2x4), vget_high_s32(vacc2x4)); |
| 482 | const int32x2_t vpsum2x5 = vadd_s32(vget_low_s32(vacc2x5), vget_high_s32(vacc2x5)); |
| 483 | const int32x2_t vpsum2x6 = vadd_s32(vget_low_s32(vacc2x6), vget_high_s32(vacc2x6)); |
| 484 | const int32x2_t vpsum2x7 = vadd_s32(vget_low_s32(vacc2x7), vget_high_s32(vacc2x7)); |
| 485 | const int32x2_t vsum2x45 = vpadd_s32(vpsum2x4, vpsum2x5); |
| 486 | const int32x2_t vsum2x67 = vpadd_s32(vpsum2x6, vpsum2x7); |
| 487 | int32x4_t vacc2x4567 = vcombine_s32(vsum2x45, vsum2x67 ); |
| 488 | const int32x2_t vpsum2x8 = vadd_s32(vget_low_s32(vacc2x8), vget_high_s32(vacc2x8)); |
| 489 | const int32x2_t vpsum2x9 = vadd_s32(vget_low_s32(vacc2x9), vget_high_s32(vacc2x9)); |
| 490 | const int32x2_t vpsum2xA = vadd_s32(vget_low_s32(vacc2x10), vget_high_s32(vacc2x10)); |
| 491 | const int32x2_t vpsum2xB = vadd_s32(vget_low_s32(vacc2x11), vget_high_s32(vacc2x11)); |
| 492 | const int32x2_t vsum2x89 = vpadd_s32(vpsum2x8, vpsum2x9); |
| 493 | const int32x2_t vsum2xAB = vpadd_s32(vpsum2xA, vpsum2xB); |
| 494 | int32x4_t vacc2x89AB = vcombine_s32(vsum2x89, vsum2xAB ); |
| 495 | const int32x2_t vpsum2xC = vadd_s32(vget_low_s32(vacc2x12), vget_high_s32(vacc2x12)); |
| 496 | const int32x2_t vpsum2xD = vadd_s32(vget_low_s32(vacc2x13), vget_high_s32(vacc2x13)); |
| 497 | const int32x2_t vpsum2xE = vadd_s32(vget_low_s32(vacc2x14), vget_high_s32(vacc2x14)); |
| 498 | const int32x2_t vpsum2xF = vadd_s32(vget_low_s32(vacc2x15), vget_high_s32(vacc2x15)); |
| 499 | const int32x2_t vsum2xCD = vpadd_s32(vpsum2xC, vpsum2xD); |
| 500 | const int32x2_t vsum2xEF = vpadd_s32(vpsum2xE, vpsum2xF); |
| 501 | int32x4_t vacc2xCDEF = vcombine_s32(vsum2xCD, vsum2xEF ); |
| 502 | const int32x2_t vpsum3x0 = vadd_s32(vget_low_s32(vacc3x0), vget_high_s32(vacc3x0)); |
| 503 | const int32x2_t vpsum3x1 = vadd_s32(vget_low_s32(vacc3x1), vget_high_s32(vacc3x1)); |
| 504 | const int32x2_t vpsum3x2 = vadd_s32(vget_low_s32(vacc3x2), vget_high_s32(vacc3x2)); |
| 505 | const int32x2_t vpsum3x3 = vadd_s32(vget_low_s32(vacc3x3), vget_high_s32(vacc3x3)); |
| 506 | const int32x2_t vsum3x01 = vpadd_s32(vpsum3x0, vpsum3x1); |
| 507 | const int32x2_t vsum3x23 = vpadd_s32(vpsum3x2, vpsum3x3); |
| 508 | int32x4_t vacc3x0123 = vcombine_s32(vsum3x01, vsum3x23 ); |
| 509 | const int32x2_t vpsum3x4 = vadd_s32(vget_low_s32(vacc3x4), vget_high_s32(vacc3x4)); |
| 510 | const int32x2_t vpsum3x5 = vadd_s32(vget_low_s32(vacc3x5), vget_high_s32(vacc3x5)); |
| 511 | const int32x2_t vpsum3x6 = vadd_s32(vget_low_s32(vacc3x6), vget_high_s32(vacc3x6)); |
| 512 | const int32x2_t vpsum3x7 = vadd_s32(vget_low_s32(vacc3x7), vget_high_s32(vacc3x7)); |
| 513 | const int32x2_t vsum3x45 = vpadd_s32(vpsum3x4, vpsum3x5); |
| 514 | const int32x2_t vsum3x67 = vpadd_s32(vpsum3x6, vpsum3x7); |
| 515 | int32x4_t vacc3x4567 = vcombine_s32(vsum3x45, vsum3x67 ); |
| 516 | const int32x2_t vpsum3x8 = vadd_s32(vget_low_s32(vacc3x8), vget_high_s32(vacc3x8)); |
| 517 | const int32x2_t vpsum3x9 = vadd_s32(vget_low_s32(vacc3x9), vget_high_s32(vacc3x9)); |
| 518 | const int32x2_t vpsum3xA = vadd_s32(vget_low_s32(vacc3x10), vget_high_s32(vacc3x10)); |
| 519 | const int32x2_t vpsum3xB = vadd_s32(vget_low_s32(vacc3x11), vget_high_s32(vacc3x11)); |
| 520 | const int32x2_t vsum3x89 = vpadd_s32(vpsum3x8, vpsum3x9); |
| 521 | const int32x2_t vsum3xAB = vpadd_s32(vpsum3xA, vpsum3xB); |
| 522 | int32x4_t vacc3x89AB = vcombine_s32(vsum3x89, vsum3xAB ); |
| 523 | const int32x2_t vpsum3xC = vadd_s32(vget_low_s32(vacc3x12), vget_high_s32(vacc3x12)); |
| 524 | const int32x2_t vpsum3xD = vadd_s32(vget_low_s32(vacc3x13), vget_high_s32(vacc3x13)); |
| 525 | const int32x2_t vpsum3xE = vadd_s32(vget_low_s32(vacc3x14), vget_high_s32(vacc3x14)); |
| 526 | const int32x2_t vpsum3xF = vadd_s32(vget_low_s32(vacc3x15), vget_high_s32(vacc3x15)); |
| 527 | const int32x2_t vsum3xCD = vpadd_s32(vpsum3xC, vpsum3xD); |
| 528 | const int32x2_t vsum3xEF = vpadd_s32(vpsum3xE, vpsum3xF); |
| 529 | int32x4_t vacc3xCDEF = vcombine_s32(vsum3xCD, vsum3xEF ); |
| 530 | #endif |
| 531 | |
| 532 | const int32x4_t vmultiplier = vld1q_dup_s32(¶ms->neon.multiplier); |
| 533 | vacc0x0123 = vqrdmulhq_s32(vacc0x0123, vmultiplier); |
| 534 | vacc0x4567 = vqrdmulhq_s32(vacc0x4567, vmultiplier); |
| 535 | vacc0x89AB = vqrdmulhq_s32(vacc0x89AB, vmultiplier); |
| 536 | vacc0xCDEF = vqrdmulhq_s32(vacc0xCDEF, vmultiplier); |
| 537 | vacc1x0123 = vqrdmulhq_s32(vacc1x0123, vmultiplier); |
| 538 | vacc1x4567 = vqrdmulhq_s32(vacc1x4567, vmultiplier); |
| 539 | vacc1x89AB = vqrdmulhq_s32(vacc1x89AB, vmultiplier); |
| 540 | vacc1xCDEF = vqrdmulhq_s32(vacc1xCDEF, vmultiplier); |
| 541 | vacc2x0123 = vqrdmulhq_s32(vacc2x0123, vmultiplier); |
| 542 | vacc2x4567 = vqrdmulhq_s32(vacc2x4567, vmultiplier); |
| 543 | vacc2x89AB = vqrdmulhq_s32(vacc2x89AB, vmultiplier); |
| 544 | vacc2xCDEF = vqrdmulhq_s32(vacc2xCDEF, vmultiplier); |
| 545 | vacc3x0123 = vqrdmulhq_s32(vacc3x0123, vmultiplier); |
| 546 | vacc3x4567 = vqrdmulhq_s32(vacc3x4567, vmultiplier); |
| 547 | vacc3x89AB = vqrdmulhq_s32(vacc3x89AB, vmultiplier); |
| 548 | vacc3xCDEF = vqrdmulhq_s32(vacc3xCDEF, vmultiplier); |
| 549 | |
| 550 | const int32x4_t vright_shift = vld1q_dup_s32(¶ms->neon.right_shift); |
| 551 | const int32x4_t vzero_shift_mask = vreinterpretq_s32_u32(vceqq_s32(vright_shift, vmovq_n_s32(0))); |
| 552 | vacc0x0123 = vsraq_n_s32(vacc0x0123, vbicq_s32(vacc0x0123, vzero_shift_mask), 31); |
| 553 | vacc0x4567 = vsraq_n_s32(vacc0x4567, vbicq_s32(vacc0x4567, vzero_shift_mask), 31); |
| 554 | vacc0x89AB = vsraq_n_s32(vacc0x89AB, vbicq_s32(vacc0x89AB, vzero_shift_mask), 31); |
| 555 | vacc0xCDEF = vsraq_n_s32(vacc0xCDEF, vbicq_s32(vacc0xCDEF, vzero_shift_mask), 31); |
| 556 | vacc1x0123 = vsraq_n_s32(vacc1x0123, vbicq_s32(vacc1x0123, vzero_shift_mask), 31); |
| 557 | vacc1x4567 = vsraq_n_s32(vacc1x4567, vbicq_s32(vacc1x4567, vzero_shift_mask), 31); |
| 558 | vacc1x89AB = vsraq_n_s32(vacc1x89AB, vbicq_s32(vacc1x89AB, vzero_shift_mask), 31); |
| 559 | vacc1xCDEF = vsraq_n_s32(vacc1xCDEF, vbicq_s32(vacc1xCDEF, vzero_shift_mask), 31); |
| 560 | vacc2x0123 = vsraq_n_s32(vacc2x0123, vbicq_s32(vacc2x0123, vzero_shift_mask), 31); |
| 561 | vacc2x4567 = vsraq_n_s32(vacc2x4567, vbicq_s32(vacc2x4567, vzero_shift_mask), 31); |
| 562 | vacc2x89AB = vsraq_n_s32(vacc2x89AB, vbicq_s32(vacc2x89AB, vzero_shift_mask), 31); |
| 563 | vacc2xCDEF = vsraq_n_s32(vacc2xCDEF, vbicq_s32(vacc2xCDEF, vzero_shift_mask), 31); |
| 564 | vacc3x0123 = vsraq_n_s32(vacc3x0123, vbicq_s32(vacc3x0123, vzero_shift_mask), 31); |
| 565 | vacc3x4567 = vsraq_n_s32(vacc3x4567, vbicq_s32(vacc3x4567, vzero_shift_mask), 31); |
| 566 | vacc3x89AB = vsraq_n_s32(vacc3x89AB, vbicq_s32(vacc3x89AB, vzero_shift_mask), 31); |
| 567 | vacc3xCDEF = vsraq_n_s32(vacc3xCDEF, vbicq_s32(vacc3xCDEF, vzero_shift_mask), 31); |
| 568 | |
| 569 | vacc0x0123 = vrshlq_s32(vacc0x0123, vright_shift); |
| 570 | vacc0x4567 = vrshlq_s32(vacc0x4567, vright_shift); |
| 571 | vacc0x89AB = vrshlq_s32(vacc0x89AB, vright_shift); |
| 572 | vacc0xCDEF = vrshlq_s32(vacc0xCDEF, vright_shift); |
| 573 | vacc1x0123 = vrshlq_s32(vacc1x0123, vright_shift); |
| 574 | vacc1x4567 = vrshlq_s32(vacc1x4567, vright_shift); |
| 575 | vacc1x89AB = vrshlq_s32(vacc1x89AB, vright_shift); |
| 576 | vacc1xCDEF = vrshlq_s32(vacc1xCDEF, vright_shift); |
| 577 | vacc2x0123 = vrshlq_s32(vacc2x0123, vright_shift); |
| 578 | vacc2x4567 = vrshlq_s32(vacc2x4567, vright_shift); |
| 579 | vacc2x89AB = vrshlq_s32(vacc2x89AB, vright_shift); |
| 580 | vacc2xCDEF = vrshlq_s32(vacc2xCDEF, vright_shift); |
| 581 | vacc3x0123 = vrshlq_s32(vacc3x0123, vright_shift); |
| 582 | vacc3x4567 = vrshlq_s32(vacc3x4567, vright_shift); |
| 583 | vacc3x89AB = vrshlq_s32(vacc3x89AB, vright_shift); |
| 584 | vacc3xCDEF = vrshlq_s32(vacc3xCDEF, vright_shift); |
| 585 | |
| 586 | const int16x8_t voutput_zero_point = vld1q_dup_s16(¶ms->neon.output_zero_point); |
| 587 | #if XNN_ARCH_ARM64 |
| 588 | const int16x8_t vacc0x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567), voutput_zero_point); |
| 589 | const int16x8_t vacc0x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc0x89AB), vacc0xCDEF), voutput_zero_point); |
| 590 | const int16x8_t vacc1x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc1x0123), vacc1x4567), voutput_zero_point); |
| 591 | const int16x8_t vacc1x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc1x89AB), vacc1xCDEF), voutput_zero_point); |
| 592 | const int16x8_t vacc2x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc2x0123), vacc2x4567), voutput_zero_point); |
| 593 | const int16x8_t vacc2x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc2x89AB), vacc2xCDEF), voutput_zero_point); |
| 594 | const int16x8_t vacc3x01234567 = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc3x0123), vacc3x4567), voutput_zero_point); |
| 595 | const int16x8_t vacc3x89ABCDEF = vqaddq_s16(vqmovn_high_s32(vqmovn_s32(vacc3x89AB), vacc3xCDEF), voutput_zero_point); |
| 596 | int8x16_t vout0x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc0x01234567), vacc0x89ABCDEF); |
| 597 | int8x16_t vout1x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc1x01234567), vacc1x89ABCDEF); |
| 598 | int8x16_t vout2x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc2x01234567), vacc2x89ABCDEF); |
| 599 | int8x16_t vout3x0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc3x01234567), vacc3x89ABCDEF); |
| 600 | #else |
| 601 | const int16x8_t vacc0x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567)), voutput_zero_point); |
| 602 | const int16x8_t vacc0x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc0x89AB), vqmovn_s32(vacc0xCDEF)), voutput_zero_point); |
| 603 | const int16x8_t vacc1x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc1x0123), vqmovn_s32(vacc1x4567)), voutput_zero_point); |
| 604 | const int16x8_t vacc1x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc1x89AB), vqmovn_s32(vacc1xCDEF)), voutput_zero_point); |
| 605 | const int16x8_t vacc2x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc2x0123), vqmovn_s32(vacc2x4567)), voutput_zero_point); |
| 606 | const int16x8_t vacc2x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc2x89AB), vqmovn_s32(vacc2xCDEF)), voutput_zero_point); |
| 607 | const int16x8_t vacc3x01234567 = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc3x0123), vqmovn_s32(vacc3x4567)), voutput_zero_point); |
| 608 | const int16x8_t vacc3x89ABCDEF = vqaddq_s16(vcombine_s16(vqmovn_s32(vacc3x89AB), vqmovn_s32(vacc3xCDEF)), voutput_zero_point); |
| 609 | |
| 610 | int8x16_t vout0x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc0x01234567), vqmovn_s16(vacc0x89ABCDEF)); |
| 611 | int8x16_t vout1x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc1x01234567), vqmovn_s16(vacc1x89ABCDEF)); |
| 612 | int8x16_t vout2x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc2x01234567), vqmovn_s16(vacc2x89ABCDEF)); |
| 613 | int8x16_t vout3x0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc3x01234567), vqmovn_s16(vacc3x89ABCDEF)); |
| 614 | #endif |
| 615 | const int8x16_t voutput_min = vld1q_dup_s8(¶ms->neon.output_min); |
| 616 | const int8x16_t voutput_max = vld1q_dup_s8(¶ms->neon.output_max); |
| 617 | |
| 618 | vout3x0123456789ABCDEF = vmaxq_s8(vout3x0123456789ABCDEF, voutput_min); |
| 619 | vout2x0123456789ABCDEF = vmaxq_s8(vout2x0123456789ABCDEF, voutput_min); |
| 620 | vout1x0123456789ABCDEF = vmaxq_s8(vout1x0123456789ABCDEF, voutput_min); |
| 621 | vout0x0123456789ABCDEF = vmaxq_s8(vout0x0123456789ABCDEF, voutput_min); |
| 622 | |
| 623 | vout3x0123456789ABCDEF = vminq_s8(vout3x0123456789ABCDEF, voutput_max); |
| 624 | vout2x0123456789ABCDEF = vminq_s8(vout2x0123456789ABCDEF, voutput_max); |
| 625 | vout1x0123456789ABCDEF = vminq_s8(vout1x0123456789ABCDEF, voutput_max); |
| 626 | vout0x0123456789ABCDEF = vminq_s8(vout0x0123456789ABCDEF, voutput_max); |
| 627 | |
| 628 | if (nc >= 16) { |
| 629 | vst1q_s8(c3 + 0, vout3x0123456789ABCDEF); |
| 630 | vst1q_s8(c2 + 0, vout2x0123456789ABCDEF); |
| 631 | vst1q_s8(c1 + 0, vout1x0123456789ABCDEF); |
| 632 | vst1q_s8(c0 + 0, vout0x0123456789ABCDEF); |
| 633 | |
| 634 | c3 = (int8_t*) ((uintptr_t) c3 + cn_stride); |
| 635 | c2 = (int8_t*) ((uintptr_t) c2 + cn_stride); |
| 636 | c1 = (int8_t*) ((uintptr_t) c1 + cn_stride); |
| 637 | c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); |
| 638 | |
| 639 | a = (const int8_t**restrict) ((uintptr_t) a - ks); |
| 640 | |
| 641 | nc -= 16; |
| 642 | } else { |
| 643 | int8x16_t vout0x01234567_1x01234567 = vcombine_s8(vget_low_s8(vout0x0123456789ABCDEF), vget_low_s8(vout1x0123456789ABCDEF)); |
| 644 | int8x16_t vout2x01234567_3x01234567 = vcombine_s8(vget_low_s8(vout2x0123456789ABCDEF), vget_low_s8(vout3x0123456789ABCDEF)); |
| 645 | if (nc & 8) { |
| 646 | vst1_s8(c3, vget_high_s8(vout2x01234567_3x01234567)); c3 += 8; |
| 647 | vst1_s8(c2, vget_low_s8(vout2x01234567_3x01234567)); c2 += 8; |
| 648 | vst1_s8(c1, vget_high_s8(vout0x01234567_1x01234567)); c1 += 8; |
| 649 | vst1_s8(c0, vget_low_s8(vout0x01234567_1x01234567)); c0 += 8; |
| 650 | vout2x01234567_3x01234567 = vcombine_s8(vget_high_s8(vout2x0123456789ABCDEF), vget_high_s8(vout3x0123456789ABCDEF)); |
| 651 | vout0x01234567_1x01234567 = vcombine_s8(vget_high_s8(vout0x0123456789ABCDEF), vget_high_s8(vout1x0123456789ABCDEF)); |
| 652 | } |
| 653 | if (nc & 4) { |
| 654 | vst1q_lane_u32(__builtin_assume_aligned(c3, 1), vreinterpretq_u32_s8(vout2x01234567_3x01234567), 2); c3 += 4; |
| 655 | vst1q_lane_u32(__builtin_assume_aligned(c2, 1), vreinterpretq_u32_s8(vout2x01234567_3x01234567), 0); c2 += 4; |
| 656 | vst1q_lane_u32(__builtin_assume_aligned(c1, 1), vreinterpretq_u32_s8(vout0x01234567_1x01234567), 2); c1 += 4; |
| 657 | vst1q_lane_u32(__builtin_assume_aligned(c0, 1), vreinterpretq_u32_s8(vout0x01234567_1x01234567), 0); c0 += 4; |
| 658 | vout2x01234567_3x01234567 = vextq_s8(vout2x01234567_3x01234567, vout2x01234567_3x01234567, 4); |
| 659 | vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 4); |
| 660 | } |
| 661 | if (nc & 2) { |
| 662 | vst1q_lane_u16(__builtin_assume_aligned(c3, 1), vreinterpretq_u16_s8(vout2x01234567_3x01234567), 4); c3 += 2; |
| 663 | vst1q_lane_u16(__builtin_assume_aligned(c2, 1), vreinterpretq_u16_s8(vout2x01234567_3x01234567), 0); c2 += 2; |
| 664 | vst1q_lane_u16(__builtin_assume_aligned(c1, 1), vreinterpretq_u16_s8(vout0x01234567_1x01234567), 4); c1 += 2; |
| 665 | vst1q_lane_u16(__builtin_assume_aligned(c0, 1), vreinterpretq_u16_s8(vout0x01234567_1x01234567), 0); c0 += 2; |
| 666 | vout2x01234567_3x01234567 = vextq_s8(vout2x01234567_3x01234567, vout2x01234567_3x01234567, 2); |
| 667 | vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 2); |
| 668 | } |
| 669 | if (nc & 1) { |
| 670 | vst1q_lane_s8(c3, vout2x01234567_3x01234567, 8); |
| 671 | vst1q_lane_s8(c2, vout2x01234567_3x01234567, 0); |
| 672 | vst1q_lane_s8(c1, vout0x01234567_1x01234567, 8); |
| 673 | vst1q_lane_s8(c0, vout0x01234567_1x01234567, 0); |
| 674 | } |
| 675 | |
| 676 | nc = 0; |
| 677 | } |
| 678 | } while (nc != 0); |
| 679 | } |