Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 1 | // Auto-generated file. Do not edit! |
| 2 | // Template: src/f32-dwconv/up-psimd.c.in |
| 3 | // Generator: tools/xngen |
| 4 | // |
| 5 | // Copyright 2019 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 <psimd.h> |
| 13 | |
| 14 | #include <xnnpack/dwconv.h> |
| 15 | |
| 16 | |
| 17 | void xnn_f32_dwconv_ukernel_up8x25__psimd( |
| 18 | size_t channels, |
| 19 | size_t output_width, |
| 20 | const float** input, |
| 21 | const float* weights, |
| 22 | float* output, |
| 23 | size_t input_stride, |
| 24 | size_t output_increment, |
Marat Dukhan | eb09a6b | 2020-04-08 17:34:32 -0700 | [diff] [blame] | 25 | const union xnn_f32_minmax_params params[restrict static 1]) |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 26 | { |
| 27 | assert(channels != 0); |
| 28 | assert(output_width != 0); |
| 29 | |
| 30 | const psimd_f32 vmax = psimd_load_splat_f32(¶ms->scalar.max); |
| 31 | const psimd_f32 vmin = psimd_load_splat_f32(¶ms->scalar.min); |
| 32 | do { |
| 33 | const float* i0 = input[0]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 34 | assert(i0 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 35 | const float* i1 = input[1]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 36 | assert(i1 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 37 | const float* i2 = input[2]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 38 | assert(i2 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 39 | const float* i3 = input[3]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 40 | assert(i3 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 41 | const float* i4 = input[4]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 42 | assert(i4 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 43 | const float* i5 = input[5]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 44 | assert(i5 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 45 | const float* i6 = input[6]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 46 | assert(i6 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 47 | const float* i7 = input[7]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 48 | assert(i7 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 49 | const float* i8 = input[8]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 50 | assert(i8 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 51 | const float* i9 = input[9]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 52 | assert(i9 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 53 | const float* i10 = input[10]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 54 | assert(i10 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 55 | const float* i11 = input[11]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 56 | assert(i11 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 57 | const float* i12 = input[12]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 58 | assert(i12 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 59 | const float* i13 = input[13]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 60 | assert(i13 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 61 | const float* i14 = input[14]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 62 | assert(i14 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 63 | const float* i15 = input[15]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 64 | assert(i15 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 65 | const float* i16 = input[16]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 66 | assert(i16 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 67 | const float* i17 = input[17]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 68 | assert(i17 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 69 | const float* i18 = input[18]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 70 | assert(i18 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 71 | const float* i19 = input[19]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 72 | assert(i19 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 73 | const float* i20 = input[20]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 74 | assert(i20 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 75 | const float* i21 = input[21]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 76 | assert(i21 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 77 | const float* i22 = input[22]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 78 | assert(i22 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 79 | const float* i23 = input[23]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 80 | assert(i23 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 81 | const float* i24 = input[24]; |
Marat Dukhan | 6866099 | 2020-02-03 13:31:12 -0800 | [diff] [blame] | 82 | assert(i24 != NULL); |
Marat Dukhan | 5098c3e | 2019-11-07 12:01:19 -0800 | [diff] [blame] | 83 | input = (const float**) ((uintptr_t) input + input_stride); |
| 84 | |
| 85 | size_t c = channels; |
| 86 | const float* w = weights; |
| 87 | for (; c >= 8; c -= 8) { |
| 88 | psimd_f32 vacc0123p0 = psimd_load_f32(w); |
| 89 | psimd_f32 vacc4567p0 = psimd_load_f32(w + 4); |
| 90 | |
| 91 | |
| 92 | const psimd_f32 vi0x0123 = psimd_load_f32(i0); |
| 93 | const psimd_f32 vi0x4567 = psimd_load_f32(i0 + 4); |
| 94 | i0 += 8; |
| 95 | |
| 96 | const psimd_f32 vk0x0123 = psimd_load_f32(w + 8); |
| 97 | const psimd_f32 vk0x4567 = psimd_load_f32(w + 12); |
| 98 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi0x0123, vk0x0123); |
| 99 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi0x4567, vk0x4567); |
| 100 | |
| 101 | const psimd_f32 vi1x0123 = psimd_load_f32(i1); |
| 102 | const psimd_f32 vi1x4567 = psimd_load_f32(i1 + 4); |
| 103 | i1 += 8; |
| 104 | |
| 105 | const psimd_f32 vk1x0123 = psimd_load_f32(w + 16); |
| 106 | const psimd_f32 vk1x4567 = psimd_load_f32(w + 20); |
| 107 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi1x0123, vk1x0123); |
| 108 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi1x4567, vk1x4567); |
| 109 | |
| 110 | const psimd_f32 vi2x0123 = psimd_load_f32(i2); |
| 111 | const psimd_f32 vi2x4567 = psimd_load_f32(i2 + 4); |
| 112 | i2 += 8; |
| 113 | |
| 114 | const psimd_f32 vk2x0123 = psimd_load_f32(w + 24); |
| 115 | const psimd_f32 vk2x4567 = psimd_load_f32(w + 28); |
| 116 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi2x0123, vk2x0123); |
| 117 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi2x4567, vk2x4567); |
| 118 | |
| 119 | const psimd_f32 vi3x0123 = psimd_load_f32(i3); |
| 120 | const psimd_f32 vi3x4567 = psimd_load_f32(i3 + 4); |
| 121 | i3 += 8; |
| 122 | |
| 123 | const psimd_f32 vk3x0123 = psimd_load_f32(w + 32); |
| 124 | const psimd_f32 vk3x4567 = psimd_load_f32(w + 36); |
| 125 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi3x0123, vk3x0123); |
| 126 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi3x4567, vk3x4567); |
| 127 | |
| 128 | const psimd_f32 vi4x0123 = psimd_load_f32(i4); |
| 129 | const psimd_f32 vi4x4567 = psimd_load_f32(i4 + 4); |
| 130 | i4 += 8; |
| 131 | |
| 132 | const psimd_f32 vk4x0123 = psimd_load_f32(w + 40); |
| 133 | const psimd_f32 vk4x4567 = psimd_load_f32(w + 44); |
| 134 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi4x0123, vk4x0123); |
| 135 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi4x4567, vk4x4567); |
| 136 | |
| 137 | const psimd_f32 vi5x0123 = psimd_load_f32(i5); |
| 138 | const psimd_f32 vi5x4567 = psimd_load_f32(i5 + 4); |
| 139 | i5 += 8; |
| 140 | |
| 141 | const psimd_f32 vk5x0123 = psimd_load_f32(w + 48); |
| 142 | const psimd_f32 vk5x4567 = psimd_load_f32(w + 52); |
| 143 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi5x0123, vk5x0123); |
| 144 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi5x4567, vk5x4567); |
| 145 | |
| 146 | const psimd_f32 vi6x0123 = psimd_load_f32(i6); |
| 147 | const psimd_f32 vi6x4567 = psimd_load_f32(i6 + 4); |
| 148 | i6 += 8; |
| 149 | |
| 150 | const psimd_f32 vk6x0123 = psimd_load_f32(w + 56); |
| 151 | const psimd_f32 vk6x4567 = psimd_load_f32(w + 60); |
| 152 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi6x0123, vk6x0123); |
| 153 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi6x4567, vk6x4567); |
| 154 | |
| 155 | const psimd_f32 vi7x0123 = psimd_load_f32(i7); |
| 156 | const psimd_f32 vi7x4567 = psimd_load_f32(i7 + 4); |
| 157 | i7 += 8; |
| 158 | |
| 159 | const psimd_f32 vk7x0123 = psimd_load_f32(w + 64); |
| 160 | const psimd_f32 vk7x4567 = psimd_load_f32(w + 68); |
| 161 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi7x0123, vk7x0123); |
| 162 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi7x4567, vk7x4567); |
| 163 | |
| 164 | const psimd_f32 vi8x0123 = psimd_load_f32(i8); |
| 165 | const psimd_f32 vi8x4567 = psimd_load_f32(i8 + 4); |
| 166 | i8 += 8; |
| 167 | |
| 168 | const psimd_f32 vk8x0123 = psimd_load_f32(w + 72); |
| 169 | const psimd_f32 vk8x4567 = psimd_load_f32(w + 76); |
| 170 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi8x0123, vk8x0123); |
| 171 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi8x4567, vk8x4567); |
| 172 | |
| 173 | const psimd_f32 vi9x0123 = psimd_load_f32(i9); |
| 174 | const psimd_f32 vi9x4567 = psimd_load_f32(i9 + 4); |
| 175 | i9 += 8; |
| 176 | |
| 177 | const psimd_f32 vk9x0123 = psimd_load_f32(w + 80); |
| 178 | const psimd_f32 vk9x4567 = psimd_load_f32(w + 84); |
| 179 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi9x0123, vk9x0123); |
| 180 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi9x4567, vk9x4567); |
| 181 | |
| 182 | const psimd_f32 vi10x0123 = psimd_load_f32(i10); |
| 183 | const psimd_f32 vi10x4567 = psimd_load_f32(i10 + 4); |
| 184 | i10 += 8; |
| 185 | |
| 186 | const psimd_f32 vk10x0123 = psimd_load_f32(w + 88); |
| 187 | const psimd_f32 vk10x4567 = psimd_load_f32(w + 92); |
| 188 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi10x0123, vk10x0123); |
| 189 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi10x4567, vk10x4567); |
| 190 | |
| 191 | const psimd_f32 vi11x0123 = psimd_load_f32(i11); |
| 192 | const psimd_f32 vi11x4567 = psimd_load_f32(i11 + 4); |
| 193 | i11 += 8; |
| 194 | |
| 195 | const psimd_f32 vk11x0123 = psimd_load_f32(w + 96); |
| 196 | const psimd_f32 vk11x4567 = psimd_load_f32(w + 100); |
| 197 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi11x0123, vk11x0123); |
| 198 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi11x4567, vk11x4567); |
| 199 | |
| 200 | const psimd_f32 vi12x0123 = psimd_load_f32(i12); |
| 201 | const psimd_f32 vi12x4567 = psimd_load_f32(i12 + 4); |
| 202 | i12 += 8; |
| 203 | |
| 204 | const psimd_f32 vk12x0123 = psimd_load_f32(w + 104); |
| 205 | const psimd_f32 vk12x4567 = psimd_load_f32(w + 108); |
| 206 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi12x0123, vk12x0123); |
| 207 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi12x4567, vk12x4567); |
| 208 | |
| 209 | const psimd_f32 vi13x0123 = psimd_load_f32(i13); |
| 210 | const psimd_f32 vi13x4567 = psimd_load_f32(i13 + 4); |
| 211 | i13 += 8; |
| 212 | |
| 213 | const psimd_f32 vk13x0123 = psimd_load_f32(w + 112); |
| 214 | const psimd_f32 vk13x4567 = psimd_load_f32(w + 116); |
| 215 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi13x0123, vk13x0123); |
| 216 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi13x4567, vk13x4567); |
| 217 | |
| 218 | const psimd_f32 vi14x0123 = psimd_load_f32(i14); |
| 219 | const psimd_f32 vi14x4567 = psimd_load_f32(i14 + 4); |
| 220 | i14 += 8; |
| 221 | |
| 222 | const psimd_f32 vk14x0123 = psimd_load_f32(w + 120); |
| 223 | const psimd_f32 vk14x4567 = psimd_load_f32(w + 124); |
| 224 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi14x0123, vk14x0123); |
| 225 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi14x4567, vk14x4567); |
| 226 | |
| 227 | const psimd_f32 vi15x0123 = psimd_load_f32(i15); |
| 228 | const psimd_f32 vi15x4567 = psimd_load_f32(i15 + 4); |
| 229 | i15 += 8; |
| 230 | |
| 231 | const psimd_f32 vk15x0123 = psimd_load_f32(w + 128); |
| 232 | const psimd_f32 vk15x4567 = psimd_load_f32(w + 132); |
| 233 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi15x0123, vk15x0123); |
| 234 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi15x4567, vk15x4567); |
| 235 | |
| 236 | const psimd_f32 vi16x0123 = psimd_load_f32(i16); |
| 237 | const psimd_f32 vi16x4567 = psimd_load_f32(i16 + 4); |
| 238 | i16 += 8; |
| 239 | |
| 240 | const psimd_f32 vk16x0123 = psimd_load_f32(w + 136); |
| 241 | const psimd_f32 vk16x4567 = psimd_load_f32(w + 140); |
| 242 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi16x0123, vk16x0123); |
| 243 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi16x4567, vk16x4567); |
| 244 | |
| 245 | const psimd_f32 vi17x0123 = psimd_load_f32(i17); |
| 246 | const psimd_f32 vi17x4567 = psimd_load_f32(i17 + 4); |
| 247 | i17 += 8; |
| 248 | |
| 249 | const psimd_f32 vk17x0123 = psimd_load_f32(w + 144); |
| 250 | const psimd_f32 vk17x4567 = psimd_load_f32(w + 148); |
| 251 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi17x0123, vk17x0123); |
| 252 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi17x4567, vk17x4567); |
| 253 | |
| 254 | const psimd_f32 vi18x0123 = psimd_load_f32(i18); |
| 255 | const psimd_f32 vi18x4567 = psimd_load_f32(i18 + 4); |
| 256 | i18 += 8; |
| 257 | |
| 258 | const psimd_f32 vk18x0123 = psimd_load_f32(w + 152); |
| 259 | const psimd_f32 vk18x4567 = psimd_load_f32(w + 156); |
| 260 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi18x0123, vk18x0123); |
| 261 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi18x4567, vk18x4567); |
| 262 | |
| 263 | const psimd_f32 vi19x0123 = psimd_load_f32(i19); |
| 264 | const psimd_f32 vi19x4567 = psimd_load_f32(i19 + 4); |
| 265 | i19 += 8; |
| 266 | |
| 267 | const psimd_f32 vk19x0123 = psimd_load_f32(w + 160); |
| 268 | const psimd_f32 vk19x4567 = psimd_load_f32(w + 164); |
| 269 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi19x0123, vk19x0123); |
| 270 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi19x4567, vk19x4567); |
| 271 | |
| 272 | const psimd_f32 vi20x0123 = psimd_load_f32(i20); |
| 273 | const psimd_f32 vi20x4567 = psimd_load_f32(i20 + 4); |
| 274 | i20 += 8; |
| 275 | |
| 276 | const psimd_f32 vk20x0123 = psimd_load_f32(w + 168); |
| 277 | const psimd_f32 vk20x4567 = psimd_load_f32(w + 172); |
| 278 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi20x0123, vk20x0123); |
| 279 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi20x4567, vk20x4567); |
| 280 | |
| 281 | const psimd_f32 vi21x0123 = psimd_load_f32(i21); |
| 282 | const psimd_f32 vi21x4567 = psimd_load_f32(i21 + 4); |
| 283 | i21 += 8; |
| 284 | |
| 285 | const psimd_f32 vk21x0123 = psimd_load_f32(w + 176); |
| 286 | const psimd_f32 vk21x4567 = psimd_load_f32(w + 180); |
| 287 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi21x0123, vk21x0123); |
| 288 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi21x4567, vk21x4567); |
| 289 | |
| 290 | const psimd_f32 vi22x0123 = psimd_load_f32(i22); |
| 291 | const psimd_f32 vi22x4567 = psimd_load_f32(i22 + 4); |
| 292 | i22 += 8; |
| 293 | |
| 294 | const psimd_f32 vk22x0123 = psimd_load_f32(w + 184); |
| 295 | const psimd_f32 vk22x4567 = psimd_load_f32(w + 188); |
| 296 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi22x0123, vk22x0123); |
| 297 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi22x4567, vk22x4567); |
| 298 | |
| 299 | const psimd_f32 vi23x0123 = psimd_load_f32(i23); |
| 300 | const psimd_f32 vi23x4567 = psimd_load_f32(i23 + 4); |
| 301 | i23 += 8; |
| 302 | |
| 303 | const psimd_f32 vk23x0123 = psimd_load_f32(w + 192); |
| 304 | const psimd_f32 vk23x4567 = psimd_load_f32(w + 196); |
| 305 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi23x0123, vk23x0123); |
| 306 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi23x4567, vk23x4567); |
| 307 | |
| 308 | const psimd_f32 vi24x0123 = psimd_load_f32(i24); |
| 309 | const psimd_f32 vi24x4567 = psimd_load_f32(i24 + 4); |
| 310 | i24 += 8; |
| 311 | |
| 312 | const psimd_f32 vk24x0123 = psimd_load_f32(w + 200); |
| 313 | const psimd_f32 vk24x4567 = psimd_load_f32(w + 204); |
| 314 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi24x0123, vk24x0123); |
| 315 | vacc4567p0 = psimd_qfma_f32(vacc4567p0, vi24x4567, vk24x4567); |
| 316 | |
| 317 | w += 208; |
| 318 | |
| 319 | |
| 320 | psimd_f32 vacc0123 = psimd_max_f32(vacc0123p0, vmin); |
| 321 | psimd_f32 vacc4567 = psimd_max_f32(vacc4567p0, vmin); |
| 322 | vacc0123 = psimd_min_f32(vacc0123, vmax); |
| 323 | vacc4567 = psimd_min_f32(vacc4567, vmax); |
| 324 | |
| 325 | psimd_store_f32(output, vacc0123); |
| 326 | psimd_store_f32(output + 4, vacc4567); |
| 327 | output += 8; |
| 328 | } |
| 329 | for (; c >= 4; c -= 4) { |
| 330 | psimd_f32 vacc0123p0 = psimd_load_f32(w); |
| 331 | |
| 332 | const psimd_f32 vi0x0123 = psimd_load_f32(i0); |
| 333 | i0 += 4; |
| 334 | |
| 335 | const psimd_f32 vk0x0123 = psimd_load_f32(w + 8); |
| 336 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi0x0123, vk0x0123); |
| 337 | |
| 338 | const psimd_f32 vi1x0123 = psimd_load_f32(i1); |
| 339 | i1 += 4; |
| 340 | |
| 341 | const psimd_f32 vk1x0123 = psimd_load_f32(w + 16); |
| 342 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi1x0123, vk1x0123); |
| 343 | |
| 344 | const psimd_f32 vi2x0123 = psimd_load_f32(i2); |
| 345 | i2 += 4; |
| 346 | |
| 347 | const psimd_f32 vk2x0123 = psimd_load_f32(w + 24); |
| 348 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi2x0123, vk2x0123); |
| 349 | |
| 350 | const psimd_f32 vi3x0123 = psimd_load_f32(i3); |
| 351 | i3 += 4; |
| 352 | |
| 353 | const psimd_f32 vk3x0123 = psimd_load_f32(w + 32); |
| 354 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi3x0123, vk3x0123); |
| 355 | |
| 356 | const psimd_f32 vi4x0123 = psimd_load_f32(i4); |
| 357 | i4 += 4; |
| 358 | |
| 359 | const psimd_f32 vk4x0123 = psimd_load_f32(w + 40); |
| 360 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi4x0123, vk4x0123); |
| 361 | |
| 362 | const psimd_f32 vi5x0123 = psimd_load_f32(i5); |
| 363 | i5 += 4; |
| 364 | |
| 365 | const psimd_f32 vk5x0123 = psimd_load_f32(w + 48); |
| 366 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi5x0123, vk5x0123); |
| 367 | |
| 368 | const psimd_f32 vi6x0123 = psimd_load_f32(i6); |
| 369 | i6 += 4; |
| 370 | |
| 371 | const psimd_f32 vk6x0123 = psimd_load_f32(w + 56); |
| 372 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi6x0123, vk6x0123); |
| 373 | |
| 374 | const psimd_f32 vi7x0123 = psimd_load_f32(i7); |
| 375 | i7 += 4; |
| 376 | |
| 377 | const psimd_f32 vk7x0123 = psimd_load_f32(w + 64); |
| 378 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi7x0123, vk7x0123); |
| 379 | |
| 380 | const psimd_f32 vi8x0123 = psimd_load_f32(i8); |
| 381 | i8 += 4; |
| 382 | |
| 383 | const psimd_f32 vk8x0123 = psimd_load_f32(w + 72); |
| 384 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi8x0123, vk8x0123); |
| 385 | |
| 386 | const psimd_f32 vi9x0123 = psimd_load_f32(i9); |
| 387 | i9 += 4; |
| 388 | |
| 389 | const psimd_f32 vk9x0123 = psimd_load_f32(w + 80); |
| 390 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi9x0123, vk9x0123); |
| 391 | |
| 392 | const psimd_f32 vi10x0123 = psimd_load_f32(i10); |
| 393 | i10 += 4; |
| 394 | |
| 395 | const psimd_f32 vk10x0123 = psimd_load_f32(w + 88); |
| 396 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi10x0123, vk10x0123); |
| 397 | |
| 398 | const psimd_f32 vi11x0123 = psimd_load_f32(i11); |
| 399 | i11 += 4; |
| 400 | |
| 401 | const psimd_f32 vk11x0123 = psimd_load_f32(w + 96); |
| 402 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi11x0123, vk11x0123); |
| 403 | |
| 404 | const psimd_f32 vi12x0123 = psimd_load_f32(i12); |
| 405 | i12 += 4; |
| 406 | |
| 407 | const psimd_f32 vk12x0123 = psimd_load_f32(w + 104); |
| 408 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi12x0123, vk12x0123); |
| 409 | |
| 410 | const psimd_f32 vi13x0123 = psimd_load_f32(i13); |
| 411 | i13 += 4; |
| 412 | |
| 413 | const psimd_f32 vk13x0123 = psimd_load_f32(w + 112); |
| 414 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi13x0123, vk13x0123); |
| 415 | |
| 416 | const psimd_f32 vi14x0123 = psimd_load_f32(i14); |
| 417 | i14 += 4; |
| 418 | |
| 419 | const psimd_f32 vk14x0123 = psimd_load_f32(w + 120); |
| 420 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi14x0123, vk14x0123); |
| 421 | |
| 422 | const psimd_f32 vi15x0123 = psimd_load_f32(i15); |
| 423 | i15 += 4; |
| 424 | |
| 425 | const psimd_f32 vk15x0123 = psimd_load_f32(w + 128); |
| 426 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi15x0123, vk15x0123); |
| 427 | |
| 428 | const psimd_f32 vi16x0123 = psimd_load_f32(i16); |
| 429 | i16 += 4; |
| 430 | |
| 431 | const psimd_f32 vk16x0123 = psimd_load_f32(w + 136); |
| 432 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi16x0123, vk16x0123); |
| 433 | |
| 434 | const psimd_f32 vi17x0123 = psimd_load_f32(i17); |
| 435 | i17 += 4; |
| 436 | |
| 437 | const psimd_f32 vk17x0123 = psimd_load_f32(w + 144); |
| 438 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi17x0123, vk17x0123); |
| 439 | |
| 440 | const psimd_f32 vi18x0123 = psimd_load_f32(i18); |
| 441 | i18 += 4; |
| 442 | |
| 443 | const psimd_f32 vk18x0123 = psimd_load_f32(w + 152); |
| 444 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi18x0123, vk18x0123); |
| 445 | |
| 446 | const psimd_f32 vi19x0123 = psimd_load_f32(i19); |
| 447 | i19 += 4; |
| 448 | |
| 449 | const psimd_f32 vk19x0123 = psimd_load_f32(w + 160); |
| 450 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi19x0123, vk19x0123); |
| 451 | |
| 452 | const psimd_f32 vi20x0123 = psimd_load_f32(i20); |
| 453 | i20 += 4; |
| 454 | |
| 455 | const psimd_f32 vk20x0123 = psimd_load_f32(w + 168); |
| 456 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi20x0123, vk20x0123); |
| 457 | |
| 458 | const psimd_f32 vi21x0123 = psimd_load_f32(i21); |
| 459 | i21 += 4; |
| 460 | |
| 461 | const psimd_f32 vk21x0123 = psimd_load_f32(w + 176); |
| 462 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi21x0123, vk21x0123); |
| 463 | |
| 464 | const psimd_f32 vi22x0123 = psimd_load_f32(i22); |
| 465 | i22 += 4; |
| 466 | |
| 467 | const psimd_f32 vk22x0123 = psimd_load_f32(w + 184); |
| 468 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi22x0123, vk22x0123); |
| 469 | |
| 470 | const psimd_f32 vi23x0123 = psimd_load_f32(i23); |
| 471 | i23 += 4; |
| 472 | |
| 473 | const psimd_f32 vk23x0123 = psimd_load_f32(w + 192); |
| 474 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi23x0123, vk23x0123); |
| 475 | |
| 476 | const psimd_f32 vi24x0123 = psimd_load_f32(i24); |
| 477 | i24 += 4; |
| 478 | |
| 479 | const psimd_f32 vk24x0123 = psimd_load_f32(w + 200); |
| 480 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi24x0123, vk24x0123); |
| 481 | |
| 482 | w += 4; |
| 483 | |
| 484 | |
| 485 | psimd_f32 vacc0123 = psimd_max_f32(vacc0123p0, vmin); |
| 486 | vacc0123 = psimd_min_f32(vacc0123, vmax); |
| 487 | |
| 488 | psimd_store_f32(output, vacc0123); |
| 489 | output += 4; |
| 490 | } |
| 491 | if XNN_UNLIKELY(c != 0) { |
| 492 | psimd_f32 vacc0123p0 = psimd_load_f32(w); |
| 493 | |
| 494 | const psimd_f32 vi0x0123 = psimd_load_f32(i0); |
| 495 | const psimd_f32 vk0x0123 = psimd_load_f32(w + 8); |
| 496 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi0x0123, vk0x0123); |
| 497 | |
| 498 | const psimd_f32 vi1x0123 = psimd_load_f32(i1); |
| 499 | const psimd_f32 vk1x0123 = psimd_load_f32(w + 16); |
| 500 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi1x0123, vk1x0123); |
| 501 | |
| 502 | const psimd_f32 vi2x0123 = psimd_load_f32(i2); |
| 503 | const psimd_f32 vk2x0123 = psimd_load_f32(w + 24); |
| 504 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi2x0123, vk2x0123); |
| 505 | |
| 506 | const psimd_f32 vi3x0123 = psimd_load_f32(i3); |
| 507 | const psimd_f32 vk3x0123 = psimd_load_f32(w + 32); |
| 508 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi3x0123, vk3x0123); |
| 509 | |
| 510 | const psimd_f32 vi4x0123 = psimd_load_f32(i4); |
| 511 | const psimd_f32 vk4x0123 = psimd_load_f32(w + 40); |
| 512 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi4x0123, vk4x0123); |
| 513 | |
| 514 | const psimd_f32 vi5x0123 = psimd_load_f32(i5); |
| 515 | const psimd_f32 vk5x0123 = psimd_load_f32(w + 48); |
| 516 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi5x0123, vk5x0123); |
| 517 | |
| 518 | const psimd_f32 vi6x0123 = psimd_load_f32(i6); |
| 519 | const psimd_f32 vk6x0123 = psimd_load_f32(w + 56); |
| 520 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi6x0123, vk6x0123); |
| 521 | |
| 522 | const psimd_f32 vi7x0123 = psimd_load_f32(i7); |
| 523 | const psimd_f32 vk7x0123 = psimd_load_f32(w + 64); |
| 524 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi7x0123, vk7x0123); |
| 525 | |
| 526 | const psimd_f32 vi8x0123 = psimd_load_f32(i8); |
| 527 | const psimd_f32 vk8x0123 = psimd_load_f32(w + 72); |
| 528 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi8x0123, vk8x0123); |
| 529 | |
| 530 | const psimd_f32 vi9x0123 = psimd_load_f32(i9); |
| 531 | const psimd_f32 vk9x0123 = psimd_load_f32(w + 80); |
| 532 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi9x0123, vk9x0123); |
| 533 | |
| 534 | const psimd_f32 vi10x0123 = psimd_load_f32(i10); |
| 535 | const psimd_f32 vk10x0123 = psimd_load_f32(w + 88); |
| 536 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi10x0123, vk10x0123); |
| 537 | |
| 538 | const psimd_f32 vi11x0123 = psimd_load_f32(i11); |
| 539 | const psimd_f32 vk11x0123 = psimd_load_f32(w + 96); |
| 540 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi11x0123, vk11x0123); |
| 541 | |
| 542 | const psimd_f32 vi12x0123 = psimd_load_f32(i12); |
| 543 | const psimd_f32 vk12x0123 = psimd_load_f32(w + 104); |
| 544 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi12x0123, vk12x0123); |
| 545 | |
| 546 | const psimd_f32 vi13x0123 = psimd_load_f32(i13); |
| 547 | const psimd_f32 vk13x0123 = psimd_load_f32(w + 112); |
| 548 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi13x0123, vk13x0123); |
| 549 | |
| 550 | const psimd_f32 vi14x0123 = psimd_load_f32(i14); |
| 551 | const psimd_f32 vk14x0123 = psimd_load_f32(w + 120); |
| 552 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi14x0123, vk14x0123); |
| 553 | |
| 554 | const psimd_f32 vi15x0123 = psimd_load_f32(i15); |
| 555 | const psimd_f32 vk15x0123 = psimd_load_f32(w + 128); |
| 556 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi15x0123, vk15x0123); |
| 557 | |
| 558 | const psimd_f32 vi16x0123 = psimd_load_f32(i16); |
| 559 | const psimd_f32 vk16x0123 = psimd_load_f32(w + 136); |
| 560 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi16x0123, vk16x0123); |
| 561 | |
| 562 | const psimd_f32 vi17x0123 = psimd_load_f32(i17); |
| 563 | const psimd_f32 vk17x0123 = psimd_load_f32(w + 144); |
| 564 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi17x0123, vk17x0123); |
| 565 | |
| 566 | const psimd_f32 vi18x0123 = psimd_load_f32(i18); |
| 567 | const psimd_f32 vk18x0123 = psimd_load_f32(w + 152); |
| 568 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi18x0123, vk18x0123); |
| 569 | |
| 570 | const psimd_f32 vi19x0123 = psimd_load_f32(i19); |
| 571 | const psimd_f32 vk19x0123 = psimd_load_f32(w + 160); |
| 572 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi19x0123, vk19x0123); |
| 573 | |
| 574 | const psimd_f32 vi20x0123 = psimd_load_f32(i20); |
| 575 | const psimd_f32 vk20x0123 = psimd_load_f32(w + 168); |
| 576 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi20x0123, vk20x0123); |
| 577 | |
| 578 | const psimd_f32 vi21x0123 = psimd_load_f32(i21); |
| 579 | const psimd_f32 vk21x0123 = psimd_load_f32(w + 176); |
| 580 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi21x0123, vk21x0123); |
| 581 | |
| 582 | const psimd_f32 vi22x0123 = psimd_load_f32(i22); |
| 583 | const psimd_f32 vk22x0123 = psimd_load_f32(w + 184); |
| 584 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi22x0123, vk22x0123); |
| 585 | |
| 586 | const psimd_f32 vi23x0123 = psimd_load_f32(i23); |
| 587 | const psimd_f32 vk23x0123 = psimd_load_f32(w + 192); |
| 588 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi23x0123, vk23x0123); |
| 589 | |
| 590 | const psimd_f32 vi24x0123 = psimd_load_f32(i24); |
| 591 | const psimd_f32 vk24x0123 = psimd_load_f32(w + 200); |
| 592 | vacc0123p0 = psimd_qfma_f32(vacc0123p0, vi24x0123, vk24x0123); |
| 593 | |
| 594 | |
| 595 | psimd_f32 vacc0123 = psimd_max_f32(vacc0123p0, vmin); |
| 596 | vacc0123 = psimd_min_f32(vacc0123, vmax); |
| 597 | |
| 598 | if (c & 2) { |
| 599 | psimd_store2_f32(output, vacc0123); |
| 600 | vacc0123 = psimd_concat_hi_f32(vacc0123, vacc0123); |
| 601 | output += 2; |
| 602 | } |
| 603 | if (c & 1) { |
| 604 | psimd_store1_f32(output, vacc0123); |
| 605 | output += 1; |
| 606 | } |
| 607 | } |
| 608 | |
| 609 | output = (float*) ((uintptr_t) output + output_increment); |
| 610 | } while (--output_width != 0); |
| 611 | } |