Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 1 | // Auto-generated file. Do not edit! |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 2 | // Template: src/f32-dwconv2d-chw/3x3p1-neon.c.in |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 3 | // Generator: tools/xngen |
| 4 | // |
| 5 | // Copyright 2020 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 | |
| 14 | #include <xnnpack/dwconv.h> |
| 15 | #include <xnnpack/math.h> |
| 16 | |
| 17 | |
| 18 | void xnn_f32_dwconv2d_chw_ukernel_3x3p1__neonfma_3x4( |
| 19 | size_t input_height, |
| 20 | size_t input_width, |
| 21 | const float* input, |
| 22 | const float* weights, |
| 23 | const float* zero, |
| 24 | float* output, |
| 25 | uint32_t padding_top, |
| 26 | const union xnn_f32_chw_params params[restrict XNN_MIN_ELEMENTS(1)]) |
| 27 | { |
| 28 | assert(input_height != 0); |
| 29 | assert(input_width != 0); |
| 30 | assert(input_width % sizeof(float) == 0); |
| 31 | assert(padding_top == 1); |
| 32 | |
| 33 | const uint32x4_t vmask = vld1q_u32(params->neon.mask); |
| 34 | const float32x4_t vmax = vld1q_dup_f32(¶ms->neon.max); |
| 35 | const float32x4_t vmin = vld1q_dup_f32(¶ms->neon.min); |
| 36 | |
| 37 | const float32x4_t vw0123 = vld1q_f32(weights); |
| 38 | const float32x4_t vw4567 = vld1q_f32(weights + 4); |
| 39 | const float32x2_t vw89 = vld1_f32(weights + 8); |
| 40 | |
| 41 | const size_t input_decrement = round_up_po2(input_width, 4 * sizeof(float)); |
| 42 | |
| 43 | const float* i0 = zero; |
| 44 | const float* i1 = input; |
| 45 | const float* i2 = (const float*) ((uintptr_t) i1 + input_width); |
| 46 | const float* i3 = (const float*) ((uintptr_t) i2 + input_width); |
| 47 | const float* i4 = (const float*) ((uintptr_t) i3 + input_width); |
| 48 | |
| 49 | float* o0 = output; |
| 50 | float* o1 = (float*) ((uintptr_t) o0 + input_width); |
| 51 | float* o2 = (float*) ((uintptr_t) o1 + input_width); |
| 52 | |
| 53 | size_t output_height = input_height; |
| 54 | do { |
| 55 | if XNN_UNPREDICTABLE(output_height < 2) { |
| 56 | i2 = zero; |
| 57 | o1 = o0; |
| 58 | } |
| 59 | if XNN_UNPREDICTABLE(output_height < 3) { |
| 60 | i3 = zero; |
| 61 | o2 = o1; |
| 62 | } |
| 63 | if XNN_UNPREDICTABLE(output_height < 4) { |
| 64 | i4 = zero; |
| 65 | } |
| 66 | |
| 67 | float32x4_t vi0x0123 = vmovq_n_f32(0.0f); |
| 68 | float32x4_t vi1x0123 = vmovq_n_f32(0.0f); |
| 69 | float32x4_t vi2x0123 = vmovq_n_f32(0.0f); |
| 70 | float32x4_t vi3x0123 = vmovq_n_f32(0.0f); |
| 71 | float32x4_t vi4x0123 = vmovq_n_f32(0.0f); |
| 72 | |
| 73 | float32x4_t vi0x4567 = vld1q_f32(i0); i0 += 4; |
| 74 | float32x4_t vi1x4567 = vld1q_f32(i1); i1 += 4; |
| 75 | float32x4_t vi2x4567 = vld1q_f32(i2); i2 += 4; |
| 76 | float32x4_t vi3x4567 = vld1q_f32(i3); i3 += 4; |
| 77 | float32x4_t vi4x4567 = vld1q_f32(i4); i4 += 4; |
| 78 | |
| 79 | size_t w = input_width; |
| 80 | for (; w > 4 * sizeof(float); w -= 4 * sizeof(float)) { |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 81 | float32x4_t vo0p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); |
| 82 | float32x4_t vo1p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); |
| 83 | float32x4_t vo2p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 84 | |
| 85 | const float32x4_t vi0x89AB = vld1q_f32(i0); i0 += 4; |
| 86 | const float32x4_t vi1x89AB = vld1q_f32(i1); i1 += 4; |
| 87 | const float32x4_t vi2x89AB = vld1q_f32(i2); i2 += 4; |
| 88 | const float32x4_t vi3x89AB = vld1q_f32(i3); i3 += 4; |
| 89 | const float32x4_t vi4x89AB = vld1q_f32(i4); i4 += 4; |
| 90 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 91 | vo0p0 = vfmaq_lane_f32(vo0p0, vi0x4567, vget_high_f32(vw0123), 0); |
| 92 | vo1p0 = vfmaq_lane_f32(vo1p0, vi1x4567, vget_high_f32(vw0123), 0); |
| 93 | vo2p0 = vfmaq_lane_f32(vo2p0, vi2x4567, vget_high_f32(vw0123), 0); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 94 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 95 | vo0p0 = vfmaq_lane_f32(vo0p0, vi1x4567, vget_low_f32(vw4567), 1); |
| 96 | vo1p0 = vfmaq_lane_f32(vo1p0, vi2x4567, vget_low_f32(vw4567), 1); |
| 97 | vo2p0 = vfmaq_lane_f32(vo2p0, vi3x4567, vget_low_f32(vw4567), 1); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 98 | |
| 99 | vo0p0 = vfmaq_lane_f32(vo0p0, vi2x4567, vw89, 0); |
| 100 | vo1p0 = vfmaq_lane_f32(vo1p0, vi3x4567, vw89, 0); |
| 101 | vo2p0 = vfmaq_lane_f32(vo2p0, vi4x4567, vw89, 0); |
| 102 | |
| 103 | const float32x4_t vi0x3456 = vextq_f32(vi0x0123, vi0x4567, 3); |
| 104 | const float32x4_t vi1x3456 = vextq_f32(vi1x0123, vi1x4567, 3); |
| 105 | const float32x4_t vi2x3456 = vextq_f32(vi2x0123, vi2x4567, 3); |
| 106 | const float32x4_t vi3x3456 = vextq_f32(vi3x0123, vi3x4567, 3); |
| 107 | const float32x4_t vi4x3456 = vextq_f32(vi4x0123, vi4x4567, 3); |
| 108 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 109 | vo0p0 = vfmaq_lane_f32(vo0p0, vi0x3456, vget_low_f32(vw0123), 1); |
| 110 | vo1p0 = vfmaq_lane_f32(vo1p0, vi1x3456, vget_low_f32(vw0123), 1); |
| 111 | vo2p0 = vfmaq_lane_f32(vo2p0, vi2x3456, vget_low_f32(vw0123), 1); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 112 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 113 | vo0p0 = vfmaq_lane_f32(vo0p0, vi1x3456, vget_low_f32(vw4567), 0); |
| 114 | vo1p0 = vfmaq_lane_f32(vo1p0, vi2x3456, vget_low_f32(vw4567), 0); |
| 115 | vo2p0 = vfmaq_lane_f32(vo2p0, vi3x3456, vget_low_f32(vw4567), 0); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 116 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 117 | vo0p0 = vfmaq_lane_f32(vo0p0, vi2x3456, vget_high_f32(vw4567), 1); |
| 118 | vo1p0 = vfmaq_lane_f32(vo1p0, vi3x3456, vget_high_f32(vw4567), 1); |
| 119 | vo2p0 = vfmaq_lane_f32(vo2p0, vi4x3456, vget_high_f32(vw4567), 1); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 120 | |
| 121 | vi0x0123 = vi0x4567; |
| 122 | vi1x0123 = vi1x4567; |
| 123 | vi2x0123 = vi2x4567; |
| 124 | vi3x0123 = vi3x4567; |
| 125 | vi4x0123 = vi4x4567; |
| 126 | |
| 127 | const float32x4_t vi0x5678 = vextq_f32(vi0x4567, vi0x89AB, 1); |
| 128 | const float32x4_t vi1x5678 = vextq_f32(vi1x4567, vi1x89AB, 1); |
| 129 | const float32x4_t vi2x5678 = vextq_f32(vi2x4567, vi2x89AB, 1); |
| 130 | const float32x4_t vi3x5678 = vextq_f32(vi3x4567, vi3x89AB, 1); |
| 131 | const float32x4_t vi4x5678 = vextq_f32(vi4x4567, vi4x89AB, 1); |
| 132 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 133 | vo0p0 = vfmaq_lane_f32(vo0p0, vi0x5678, vget_high_f32(vw0123), 1); |
| 134 | vo1p0 = vfmaq_lane_f32(vo1p0, vi1x5678, vget_high_f32(vw0123), 1); |
| 135 | vo2p0 = vfmaq_lane_f32(vo2p0, vi2x5678, vget_high_f32(vw0123), 1); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 136 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 137 | vo0p0 = vfmaq_lane_f32(vo0p0, vi1x5678, vget_high_f32(vw4567), 0); |
| 138 | vo1p0 = vfmaq_lane_f32(vo1p0, vi2x5678, vget_high_f32(vw4567), 0); |
| 139 | vo2p0 = vfmaq_lane_f32(vo2p0, vi3x5678, vget_high_f32(vw4567), 0); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 140 | |
| 141 | vo0p0 = vfmaq_lane_f32(vo0p0, vi2x5678, vw89, 1); |
| 142 | vo1p0 = vfmaq_lane_f32(vo1p0, vi3x5678, vw89, 1); |
| 143 | vo2p0 = vfmaq_lane_f32(vo2p0, vi4x5678, vw89, 1); |
| 144 | |
| 145 | vi0x4567 = vi0x89AB; |
| 146 | vi1x4567 = vi1x89AB; |
| 147 | vi2x4567 = vi2x89AB; |
| 148 | vi3x4567 = vi3x89AB; |
| 149 | vi4x4567 = vi4x89AB; |
| 150 | |
| 151 | |
| 152 | float32x4_t vo0 = vmaxq_f32(vo0p0, vmin); |
| 153 | float32x4_t vo1 = vmaxq_f32(vo1p0, vmin); |
| 154 | float32x4_t vo2 = vmaxq_f32(vo2p0, vmin); |
| 155 | |
| 156 | vo0 = vminq_f32(vo0, vmax); |
| 157 | vo1 = vminq_f32(vo1, vmax); |
| 158 | vo2 = vminq_f32(vo2, vmax); |
| 159 | |
| 160 | vst1q_f32(o2, vo2); o2 += 4; |
| 161 | vst1q_f32(o1, vo1); o1 += 4; |
| 162 | vst1q_f32(o0, vo0); o0 += 4; |
| 163 | } |
| 164 | // Always process the last block of 1..4 pixels. |
| 165 | assert(w >= 1 * sizeof(float)); |
| 166 | assert(w <= 4 * sizeof(float)); |
| 167 | { |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 168 | float32x4_t vo0p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); |
| 169 | float32x4_t vo1p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); |
| 170 | float32x4_t vo2p0 = vdupq_lane_f32(vget_low_f32(vw0123), 0); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 171 | |
| 172 | vi0x4567 = vreinterpretq_f32_u32(vandq_u32(vmask, vreinterpretq_u32_f32(vi0x4567))); |
| 173 | vi1x4567 = vreinterpretq_f32_u32(vandq_u32(vmask, vreinterpretq_u32_f32(vi1x4567))); |
| 174 | vi2x4567 = vreinterpretq_f32_u32(vandq_u32(vmask, vreinterpretq_u32_f32(vi2x4567))); |
| 175 | vi3x4567 = vreinterpretq_f32_u32(vandq_u32(vmask, vreinterpretq_u32_f32(vi3x4567))); |
| 176 | vi4x4567 = vreinterpretq_f32_u32(vandq_u32(vmask, vreinterpretq_u32_f32(vi4x4567))); |
| 177 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 178 | vo0p0 = vfmaq_lane_f32(vo0p0, vi0x4567, vget_high_f32(vw0123), 0); |
| 179 | vo1p0 = vfmaq_lane_f32(vo1p0, vi1x4567, vget_high_f32(vw0123), 0); |
| 180 | vo2p0 = vfmaq_lane_f32(vo2p0, vi2x4567, vget_high_f32(vw0123), 0); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 181 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 182 | vo0p0 = vfmaq_lane_f32(vo0p0, vi1x4567, vget_low_f32(vw4567), 1); |
| 183 | vo1p0 = vfmaq_lane_f32(vo1p0, vi2x4567, vget_low_f32(vw4567), 1); |
| 184 | vo2p0 = vfmaq_lane_f32(vo2p0, vi3x4567, vget_low_f32(vw4567), 1); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 185 | |
| 186 | vo0p0 = vfmaq_lane_f32(vo0p0, vi2x4567, vw89, 0); |
| 187 | vo1p0 = vfmaq_lane_f32(vo1p0, vi3x4567, vw89, 0); |
| 188 | vo2p0 = vfmaq_lane_f32(vo2p0, vi4x4567, vw89, 0); |
| 189 | |
| 190 | const float32x4_t vi0x3456 = vextq_f32(vi0x0123, vi0x4567, 3); |
| 191 | const float32x4_t vi1x3456 = vextq_f32(vi1x0123, vi1x4567, 3); |
| 192 | const float32x4_t vi2x3456 = vextq_f32(vi2x0123, vi2x4567, 3); |
| 193 | const float32x4_t vi3x3456 = vextq_f32(vi3x0123, vi3x4567, 3); |
| 194 | const float32x4_t vi4x3456 = vextq_f32(vi4x0123, vi4x4567, 3); |
| 195 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 196 | vo0p0 = vfmaq_lane_f32(vo0p0, vi0x3456, vget_low_f32(vw0123), 1); |
| 197 | vo1p0 = vfmaq_lane_f32(vo1p0, vi1x3456, vget_low_f32(vw0123), 1); |
| 198 | vo2p0 = vfmaq_lane_f32(vo2p0, vi2x3456, vget_low_f32(vw0123), 1); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 199 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 200 | vo0p0 = vfmaq_lane_f32(vo0p0, vi1x3456, vget_low_f32(vw4567), 0); |
| 201 | vo1p0 = vfmaq_lane_f32(vo1p0, vi2x3456, vget_low_f32(vw4567), 0); |
| 202 | vo2p0 = vfmaq_lane_f32(vo2p0, vi3x3456, vget_low_f32(vw4567), 0); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 203 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 204 | vo0p0 = vfmaq_lane_f32(vo0p0, vi2x3456, vget_high_f32(vw4567), 1); |
| 205 | vo1p0 = vfmaq_lane_f32(vo1p0, vi3x3456, vget_high_f32(vw4567), 1); |
| 206 | vo2p0 = vfmaq_lane_f32(vo2p0, vi4x3456, vget_high_f32(vw4567), 1); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 207 | |
| 208 | const float32x4_t vzero = vmovq_n_f32(0.0f); |
| 209 | const float32x4_t vi0x5678 = vextq_f32(vi0x4567, vzero, 1); |
| 210 | const float32x4_t vi1x5678 = vextq_f32(vi1x4567, vzero, 1); |
| 211 | const float32x4_t vi2x5678 = vextq_f32(vi2x4567, vzero, 1); |
| 212 | const float32x4_t vi3x5678 = vextq_f32(vi3x4567, vzero, 1); |
| 213 | const float32x4_t vi4x5678 = vextq_f32(vi4x4567, vzero, 1); |
| 214 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 215 | vo0p0 = vfmaq_lane_f32(vo0p0, vi0x5678, vget_high_f32(vw0123), 1); |
| 216 | vo1p0 = vfmaq_lane_f32(vo1p0, vi1x5678, vget_high_f32(vw0123), 1); |
| 217 | vo2p0 = vfmaq_lane_f32(vo2p0, vi2x5678, vget_high_f32(vw0123), 1); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 218 | |
Marat Dukhan | c581e48 | 2020-10-24 01:28:11 -0700 | [diff] [blame] | 219 | vo0p0 = vfmaq_lane_f32(vo0p0, vi1x5678, vget_high_f32(vw4567), 0); |
| 220 | vo1p0 = vfmaq_lane_f32(vo1p0, vi2x5678, vget_high_f32(vw4567), 0); |
| 221 | vo2p0 = vfmaq_lane_f32(vo2p0, vi3x5678, vget_high_f32(vw4567), 0); |
Marat Dukhan | 1268a24 | 2020-10-24 00:36:32 -0700 | [diff] [blame] | 222 | |
| 223 | vo0p0 = vfmaq_lane_f32(vo0p0, vi2x5678, vw89, 1); |
| 224 | vo1p0 = vfmaq_lane_f32(vo1p0, vi3x5678, vw89, 1); |
| 225 | vo2p0 = vfmaq_lane_f32(vo2p0, vi4x5678, vw89, 1); |
| 226 | |
| 227 | |
| 228 | float32x4_t vo0 = vmaxq_f32(vo0p0, vmin); |
| 229 | float32x4_t vo1 = vmaxq_f32(vo1p0, vmin); |
| 230 | float32x4_t vo2 = vmaxq_f32(vo2p0, vmin); |
| 231 | |
| 232 | vo0 = vminq_f32(vo0, vmax); |
| 233 | vo1 = vminq_f32(vo1, vmax); |
| 234 | vo2 = vminq_f32(vo2, vmax); |
| 235 | |
| 236 | if XNN_LIKELY(w == 4 * sizeof(float)) { |
| 237 | vst1q_f32(o2, vo2); o2 += 4; |
| 238 | vst1q_f32(o1, vo1); o1 += 4; |
| 239 | vst1q_f32(o0, vo0); o0 += 4; |
| 240 | } else { |
| 241 | float32x2_t vo0_lo = vget_low_f32(vo0); |
| 242 | float32x2_t vo1_lo = vget_low_f32(vo1); |
| 243 | float32x2_t vo2_lo = vget_low_f32(vo2); |
| 244 | if (w & (2 * sizeof(float))) { |
| 245 | vst1_f32(o2, vo2_lo); o2 += 2; |
| 246 | vst1_f32(o1, vo1_lo); o1 += 2; |
| 247 | vst1_f32(o0, vo0_lo); o0 += 2; |
| 248 | |
| 249 | vo0_lo = vget_high_f32(vo0); |
| 250 | vo1_lo = vget_high_f32(vo1); |
| 251 | vo2_lo = vget_high_f32(vo2); |
| 252 | } |
| 253 | if (w & (1 * sizeof(float))) { |
| 254 | vst1_lane_f32(o2, vo2_lo, 0); o2 += 1; |
| 255 | vst1_lane_f32(o1, vo1_lo, 0); o1 += 1; |
| 256 | vst1_lane_f32(o0, vo0_lo, 0); o0 += 1; |
| 257 | } |
| 258 | } |
| 259 | } |
| 260 | |
| 261 | i0 = (const float*) ((uintptr_t) i3 - input_decrement); |
| 262 | i1 = (const float*) ((uintptr_t) i4 - input_decrement); |
| 263 | i2 = (const float*) ((uintptr_t) i1 + input_width); |
| 264 | i3 = (const float*) ((uintptr_t) i2 + input_width); |
| 265 | i4 = (const float*) ((uintptr_t) i3 + input_width); |
| 266 | |
| 267 | o0 = o2; |
| 268 | o1 = (float*) ((uintptr_t) o0 + input_width); |
| 269 | o2 = (float*) ((uintptr_t) o1 + input_width); |
| 270 | |
| 271 | output_height = doz(output_height, 3); |
| 272 | } while (output_height != 0); |
| 273 | } |