Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 1 | // Auto-generated file. Do not edit! |
Marat Dukhan | 66ccf64 | 2020-09-28 16:23:42 -0700 | [diff] [blame] | 2 | // Template: src/qs8-gemm/MRx4c2-sse.c.in |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -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 <emmintrin.h> |
| 13 | |
| 14 | #include <xnnpack/gemm.h> |
Frank Barchard | 6d8ca7d | 2021-03-01 11:05:08 -0800 | [diff] [blame] | 15 | #include <xnnpack/math.h> |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 16 | |
| 17 | |
Marat Dukhan | 14d3ce8 | 2020-07-31 16:19:15 -0700 | [diff] [blame] | 18 | void xnn_qs8_gemm_minmax_ukernel_1x4c2__sse2_ld64( |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 19 | size_t mr, |
| 20 | size_t nc, |
| 21 | size_t kc, |
| 22 | const int8_t* restrict a, |
| 23 | size_t a_stride, |
| 24 | const void* restrict w, |
| 25 | int8_t* restrict c, |
| 26 | size_t cm_stride, |
| 27 | size_t cn_stride, |
| 28 | const union xnn_qs8_gemm_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN |
| 29 | { |
| 30 | assert(mr != 0); |
| 31 | assert(mr <= 1); |
| 32 | assert(nc != 0); |
| 33 | assert(kc != 0); |
| 34 | assert(kc % sizeof(int8_t) == 0); |
| 35 | assert(a != NULL); |
| 36 | assert(w != NULL); |
| 37 | assert(c != NULL); |
| 38 | |
Frank Barchard | 6d8ca7d | 2021-03-01 11:05:08 -0800 | [diff] [blame] | 39 | kc = round_up_po2(kc, 2); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 40 | const int8_t* a0 = a; |
| 41 | int8_t* c0 = c; |
| 42 | |
| 43 | do { |
| 44 | __m128i vacc0x0123 = _mm_loadu_si128((const __m128i*) w); |
Marat Dukhan | 733d0be | 2020-07-31 15:55:36 -0700 | [diff] [blame] | 45 | w = (const void*) ((uintptr_t) w + 4 * sizeof(int32_t)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 46 | |
| 47 | size_t k = kc; |
| 48 | while (k >= 8 * sizeof(int8_t)) { |
| 49 | const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); |
| 50 | const __m128i vxa0 = _mm_unpacklo_epi8(va0, _mm_cmpgt_epi8(_mm_setzero_si128(), va0)); |
| 51 | a0 += 8; |
| 52 | |
| 53 | const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w); |
| 54 | const __m128i vxb0 = _mm_unpacklo_epi8(vb0, _mm_cmpgt_epi8(_mm_setzero_si128(), vb0)); |
| 55 | |
| 56 | vacc0x0123 = _mm_add_epi32(vacc0x0123, |
| 57 | _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0)); |
Marat Dukhan | 1280952 | 2020-08-02 22:23:51 -0700 | [diff] [blame] | 58 | const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8 * sizeof(int8_t))); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 59 | const __m128i vxb1 = _mm_unpacklo_epi8(vb1, _mm_cmpgt_epi8(_mm_setzero_si128(), vb1)); |
| 60 | |
| 61 | vacc0x0123 = _mm_add_epi32(vacc0x0123, |
| 62 | _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1)); |
Marat Dukhan | 1280952 | 2020-08-02 22:23:51 -0700 | [diff] [blame] | 63 | const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 16 * sizeof(int8_t))); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 64 | const __m128i vxb2 = _mm_unpacklo_epi8(vb2, _mm_cmpgt_epi8(_mm_setzero_si128(), vb2)); |
| 65 | |
| 66 | vacc0x0123 = _mm_add_epi32(vacc0x0123, |
| 67 | _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2)); |
Marat Dukhan | 1280952 | 2020-08-02 22:23:51 -0700 | [diff] [blame] | 68 | const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 24 * sizeof(int8_t))); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 69 | const __m128i vxb3 = _mm_unpacklo_epi8(vb3, _mm_cmpgt_epi8(_mm_setzero_si128(), vb3)); |
| 70 | |
| 71 | vacc0x0123 = _mm_add_epi32(vacc0x0123, |
| 72 | _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(3, 3, 3, 3)), vxb3)); |
| 73 | |
Marat Dukhan | 1280952 | 2020-08-02 22:23:51 -0700 | [diff] [blame] | 74 | w = (const void*) ((uintptr_t) w + 32 * sizeof(int8_t)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 75 | k -= 8 * sizeof(int8_t); |
| 76 | } |
| 77 | if (k != 0) { |
| 78 | const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0); |
| 79 | const __m128i vxa0 = _mm_unpacklo_epi8(va0, _mm_cmpgt_epi8(_mm_setzero_si128(), va0)); |
| 80 | a0 = (const int8_t*) ((uintptr_t) a0 + k); |
| 81 | |
| 82 | const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 83 | const __m128i vxb0 = _mm_unpacklo_epi8(vb0, _mm_cmpgt_epi8(_mm_setzero_si128(), vb0)); |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 84 | w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 85 | |
| 86 | vacc0x0123 = _mm_add_epi32(vacc0x0123, |
| 87 | _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 0, 0, 0)), vxb0)); |
| 88 | |
| 89 | if (k > 2 * sizeof(int8_t)) { |
| 90 | const __m128i vb1 = _mm_loadl_epi64((const __m128i*) w); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 91 | const __m128i vxb1 = _mm_unpacklo_epi8(vb1, _mm_cmpgt_epi8(_mm_setzero_si128(), vb1)); |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 92 | w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 93 | |
| 94 | vacc0x0123 = _mm_add_epi32(vacc0x0123, |
| 95 | _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(1, 1, 1, 1)), vxb1)); |
| 96 | |
| 97 | if (k > 4 * sizeof(int8_t)) { |
| 98 | const __m128i vb2 = _mm_loadl_epi64((const __m128i*) w); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 99 | const __m128i vxb2 = _mm_unpacklo_epi8(vb2, _mm_cmpgt_epi8(_mm_setzero_si128(), vb2)); |
Marat Dukhan | 683fab3 | 2020-08-03 19:42:52 -0700 | [diff] [blame] | 100 | w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 101 | |
| 102 | vacc0x0123 = _mm_add_epi32(vacc0x0123, |
| 103 | _mm_madd_epi16(_mm_shuffle_epi32(vxa0, _MM_SHUFFLE(2, 2, 2, 2)), vxb2)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 104 | } |
| 105 | } |
| 106 | } |
| 107 | |
| 108 | const __m128i vmultiplier = _mm_load_si128((const __m128i*) params->sse2.multiplier); |
| 109 | const __m128i vrounding = _mm_load_si128((const __m128i*) params->sse2.rounding); |
| 110 | |
| 111 | const __m128i vnmask0x0123 = _mm_cmpgt_epi32(_mm_setzero_si128(), vacc0x0123); |
| 112 | |
| 113 | const __m128i vabsacc0x0123 = _mm_sub_epi32(_mm_xor_si128(vacc0x0123, vnmask0x0123), vnmask0x0123); |
| 114 | |
Marat Dukhan | 23848db | 2020-08-05 09:10:16 -0700 | [diff] [blame] | 115 | const __m128i vabsacc0x1133 = _mm_shuffle_epi32(vabsacc0x0123, _MM_SHUFFLE(3, 3, 1, 1)); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 116 | |
| 117 | const __m128i vabsprod0x02 = _mm_mul_epu32(vabsacc0x0123, vmultiplier); |
| 118 | |
| 119 | const __m128i vnmask0x02 = _mm_shuffle_epi32(vnmask0x0123, _MM_SHUFFLE(2, 2, 0, 0)); |
| 120 | |
| 121 | const __m128i vprod0x02 = _mm_sub_epi64(_mm_xor_si128(vabsprod0x02, vnmask0x02), vnmask0x02); |
| 122 | |
| 123 | const __m128i vq31prod0x02 = _mm_srli_epi64(_mm_add_epi64(vprod0x02, vrounding), 31); |
| 124 | |
Marat Dukhan | 23848db | 2020-08-05 09:10:16 -0700 | [diff] [blame] | 125 | const __m128i vabsprod0x13 = _mm_mul_epu32(vabsacc0x1133, vmultiplier); |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 126 | |
| 127 | const __m128i vnmask0x13 = _mm_shuffle_epi32(vnmask0x0123, _MM_SHUFFLE(3, 3, 1, 1)); |
| 128 | |
| 129 | const __m128i vprod0x13 = _mm_sub_epi64(_mm_xor_si128(vabsprod0x13, vnmask0x13), vnmask0x13); |
| 130 | |
| 131 | const __m128i vq31prod0x13 = _mm_srli_epi64(_mm_add_epi64(vprod0x13, vrounding), 31); |
| 132 | |
| 133 | const __m128i vq31prod0x0213 = _mm_castps_si128(_mm_shuffle_ps( |
| 134 | _mm_castsi128_ps(vq31prod0x02), _mm_castsi128_ps(vq31prod0x13), _MM_SHUFFLE(2, 0, 2, 0))); |
| 135 | |
| 136 | const __m128i vq31prod0x0123 = _mm_shuffle_epi32(vq31prod0x0213, _MM_SHUFFLE(3, 1, 2, 0)); |
| 137 | |
| 138 | const __m128i vremainder_mask = _mm_load_si128((const __m128i*) params->sse2.remainder_mask); |
| 139 | const __m128i vrem0x0123 = |
| 140 | _mm_add_epi32(_mm_and_si128(vq31prod0x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod0x0123)); |
| 141 | |
| 142 | const __m128i vremainder_threshold = _mm_load_si128((const __m128i*) params->sse2.remainder_threshold); |
| 143 | const __m128i vshift = _mm_load_si128((const __m128i*) params->sse2.shift); |
| 144 | vacc0x0123 = |
| 145 | _mm_sub_epi32(_mm_sra_epi32(vq31prod0x0123, vshift), _mm_cmpgt_epi32(vrem0x0123, vremainder_threshold)); |
| 146 | |
| 147 | const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse2.output_zero_point); |
| 148 | __m128i vacc00x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc0x0123), voutput_zero_point); |
| 149 | |
| 150 | const __m128i voutput_min = _mm_load_si128((const __m128i*) params->sse2.output_min); |
| 151 | const __m128i voutput_max = _mm_load_si128((const __m128i*) params->sse2.output_max); |
| 152 | vacc00x0123 = _mm_min_epi16(_mm_max_epi16(vacc00x0123, voutput_min), voutput_max); |
| 153 | |
| 154 | __m128i vout = _mm_packs_epi16(vacc00x0123, vacc00x0123); |
| 155 | |
| 156 | if (nc >= 4) { |
| 157 | *((uint32_t*) c0) = (uint32_t) _mm_cvtsi128_si32(vout); |
| 158 | |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 159 | c0 = (int8_t*) ((uintptr_t) c0 + cn_stride); |
| 160 | |
Frank Barchard | 6d8ca7d | 2021-03-01 11:05:08 -0800 | [diff] [blame] | 161 | a0 = (const int8_t*) ((uintptr_t) a0 - kc); |
| 162 | |
Marat Dukhan | 595e170 | 2020-07-31 10:12:52 -0700 | [diff] [blame] | 163 | nc -= 4; |
| 164 | } else { |
| 165 | if (nc & 2) { |
| 166 | *((uint16_t*) c0) = (uint16_t) _mm_extract_epi16(vout, 0); |
| 167 | c0 += 2; |
| 168 | vout = _mm_srli_epi32(vout, 16); |
| 169 | } |
| 170 | if (nc & 1) { |
| 171 | *((int8_t*) c0) = (int8_t) _mm_cvtsi128_si32(vout); |
| 172 | } |
| 173 | |
| 174 | nc = 0; |
| 175 | } |
| 176 | } while (nc != 0); |
| 177 | } |