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Marat Dukhane7edc802020-08-03 16:43:57 -07001// Auto-generated file. Do not edit!
Marat Dukhan66ccf642020-09-28 16:23:42 -07002// Template: src/qs8-igemm/MRx4c8-sse.c.in
Marat Dukhane7edc802020-08-03 16:43:57 -07003// 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
Marat Dukhanc4094712021-04-02 10:03:16 -070012#if defined(__GNUC__) || defined(__clang__)
Marat Dukhane7edc802020-08-03 16:43:57 -070013 #include <x86intrin.h>
14#else
15 #include <immintrin.h>
16 #include <ammintrin.h>
17#endif
18
19#include <xnnpack/igemm.h>
Frank Barchard6d8ca7d2021-03-01 11:05:08 -080020#include <xnnpack/math.h>
Marat Dukhane7edc802020-08-03 16:43:57 -070021
22
23void xnn_qs8_igemm_minmax_ukernel_3x4c8__xop_ld64(
24 size_t mr,
25 size_t nc,
26 size_t kc,
27 size_t ks,
28 const int8_t** restrict a,
29 const void* restrict w,
30 int8_t* restrict c,
31 size_t cm_stride,
32 size_t cn_stride,
33 size_t a_offset,
34 const int8_t* zero,
Marat Dukhan4c6640c2021-04-15 14:21:32 -070035 const union xnn_qs8_gemm_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_DISABLE_TSAN XNN_DISABLE_MSAN
Marat Dukhane7edc802020-08-03 16:43:57 -070036{
37 assert(mr != 0);
38 assert(mr <= 3);
39 assert(nc != 0);
40 assert(kc != 0);
41 assert(ks != 0);
42 assert(ks % (3 * sizeof(void*)) == 0);
43 assert(a_offset % sizeof(int8_t) == 0);
44 assert(a != NULL);
45 assert(w != NULL);
46 assert(c != NULL);
47
Frank Barchard6d8ca7d2021-03-01 11:05:08 -080048 kc = round_up_po2(kc, 8);
Marat Dukhane7edc802020-08-03 16:43:57 -070049 int8_t* c0 = c;
50 int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
51 if XNN_UNPREDICTABLE(mr < 2) {
52 c1 = c0;
53 }
54 int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride);
55 if XNN_UNPREDICTABLE(mr <= 2) {
56 c2 = c1;
57 }
58
59 do {
60 __m128i vacc0x0 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[0]);
61 __m128i vacc0x1 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[1]);
62 __m128i vacc0x2 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[2]);
63 __m128i vacc0x3 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[3]);
64 __m128i vacc1x0 = vacc0x0;
65 __m128i vacc1x1 = vacc0x1;
66 __m128i vacc1x2 = vacc0x2;
67 __m128i vacc1x3 = vacc0x3;
68 __m128i vacc2x0 = vacc0x0;
69 __m128i vacc2x1 = vacc0x1;
70 __m128i vacc2x2 = vacc0x2;
71 __m128i vacc2x3 = vacc0x3;
72 w = (const void*) ((uintptr_t) w + 4 * sizeof(int32_t));
73
74 size_t p = ks;
75 do {
76 const int8_t* restrict a0 = a[0];
77 if XNN_UNPREDICTABLE(a0 != zero) {
78 a0 = (const int8_t*) ((uintptr_t) a0 + a_offset);
79 }
80 const int8_t* restrict a1 = a[1];
81 if XNN_UNPREDICTABLE(a1 != zero) {
82 a1 = (const int8_t*) ((uintptr_t) a1 + a_offset);
83 }
84 const int8_t* restrict a2 = a[2];
85 if XNN_UNPREDICTABLE(a2 != zero) {
86 a2 = (const int8_t*) ((uintptr_t) a2 + a_offset);
87 }
88 a += 3;
89
90 size_t k = 0;
91 while (k < kc) {
92 const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
93 const __m128i vxa0 = _mm_cvtepi8_epi16(va0);
94 a0 += 8;
95 const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
96 const __m128i vxa1 = _mm_cvtepi8_epi16(va1);
97 a1 += 8;
98 const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
99 const __m128i vxa2 = _mm_cvtepi8_epi16(va2);
100 a2 += 8;
101
102 const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
103 const __m128i vxb0 = _mm_cvtepi8_epi16(vb0);
104
105 vacc0x0 = _mm_maddd_epi16(vxa0, vxb0, vacc0x0);
106 vacc1x0 = _mm_maddd_epi16(vxa1, vxb0, vacc1x0);
107 vacc2x0 = _mm_maddd_epi16(vxa2, vxb0, vacc2x0);
108 const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 8));
109 const __m128i vxb1 = _mm_cvtepi8_epi16(vb1);
110
111 vacc0x1 = _mm_maddd_epi16(vxa0, vxb1, vacc0x1);
112 vacc1x1 = _mm_maddd_epi16(vxa1, vxb1, vacc1x1);
113 vacc2x1 = _mm_maddd_epi16(vxa2, vxb1, vacc2x1);
114 const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 16));
115 const __m128i vxb2 = _mm_cvtepi8_epi16(vb2);
116
117 vacc0x2 = _mm_maddd_epi16(vxa0, vxb2, vacc0x2);
118 vacc1x2 = _mm_maddd_epi16(vxa1, vxb2, vacc1x2);
119 vacc2x2 = _mm_maddd_epi16(vxa2, vxb2, vacc2x2);
120 const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((uintptr_t) w + 24));
121 const __m128i vxb3 = _mm_cvtepi8_epi16(vb3);
122
123 vacc0x3 = _mm_maddd_epi16(vxa0, vxb3, vacc0x3);
124 vacc1x3 = _mm_maddd_epi16(vxa1, vxb3, vacc1x3);
125 vacc2x3 = _mm_maddd_epi16(vxa2, vxb3, vacc2x3);
126
127 w = (const void*) ((uintptr_t) w + 32);
128 k += 8 * sizeof(int8_t);
129 }
130 p -= 3 * sizeof(void*);
131 } while (p != 0);
132
133 const __m128i vacc0x01 = _mm_hadd_epi32(vacc0x0, vacc0x1);
134 const __m128i vacc0x23 = _mm_hadd_epi32(vacc0x2, vacc0x3);
135 const __m128i vacc1x01 = _mm_hadd_epi32(vacc1x0, vacc1x1);
136 const __m128i vacc1x23 = _mm_hadd_epi32(vacc1x2, vacc1x3);
137 const __m128i vacc2x01 = _mm_hadd_epi32(vacc2x0, vacc2x1);
138 const __m128i vacc2x23 = _mm_hadd_epi32(vacc2x2, vacc2x3);
139
140 __m128i vacc0x0123 = _mm_hadd_epi32(vacc0x01, vacc0x23);
141 __m128i vacc1x0123 = _mm_hadd_epi32(vacc1x01, vacc1x23);
142 __m128i vacc2x0123 = _mm_hadd_epi32(vacc2x01, vacc2x23);
143
Marat Dukhan748fd122021-05-22 20:46:56 -0700144 const __m128i vmultiplier = _mm_load_si128((const __m128i*) params->sse4.multiplier);
145 const __m128i vrounding = _mm_load_si128((const __m128i*) params->sse4.rounding);
Marat Dukhane7edc802020-08-03 16:43:57 -0700146
Marat Dukhan23848db2020-08-05 09:10:16 -0700147 const __m128i vacc0x1133 = _mm_shuffle_epi32(vacc0x0123, _MM_SHUFFLE(3, 3, 1, 1));
148 const __m128i vacc1x1133 = _mm_shuffle_epi32(vacc1x0123, _MM_SHUFFLE(3, 3, 1, 1));
149 const __m128i vacc2x1133 = _mm_shuffle_epi32(vacc2x0123, _MM_SHUFFLE(3, 3, 1, 1));
Marat Dukhane7edc802020-08-03 16:43:57 -0700150
151 const __m128i vprod0x02 = _mm_add_epi64(_mm_mul_epi32(vacc0x0123, vmultiplier), vrounding);
152 const __m128i vprod1x02 = _mm_add_epi64(_mm_mul_epi32(vacc1x0123, vmultiplier), vrounding);
153 const __m128i vprod2x02 = _mm_add_epi64(_mm_mul_epi32(vacc2x0123, vmultiplier), vrounding);
154
Marat Dukhan23848db2020-08-05 09:10:16 -0700155 const __m128i vprod0x13 = _mm_add_epi64(_mm_mul_epi32(vacc0x1133, vmultiplier), vrounding);
156 const __m128i vprod1x13 = _mm_add_epi64(_mm_mul_epi32(vacc1x1133, vmultiplier), vrounding);
157 const __m128i vprod2x13 = _mm_add_epi64(_mm_mul_epi32(vacc2x1133, vmultiplier), vrounding);
Marat Dukhane7edc802020-08-03 16:43:57 -0700158
159 const __m128i vq31prod0x02 = _mm_srli_epi64(vprod0x02, 31);
160 const __m128i vq31prod0x13 = _mm_add_epi64(vprod0x13, vprod0x13);
161 const __m128i vq31prod1x02 = _mm_srli_epi64(vprod1x02, 31);
162 const __m128i vq31prod1x13 = _mm_add_epi64(vprod1x13, vprod1x13);
163 const __m128i vq31prod2x02 = _mm_srli_epi64(vprod2x02, 31);
164 const __m128i vq31prod2x13 = _mm_add_epi64(vprod2x13, vprod2x13);
165
166 const __m128i vq31prod0x0123 = _mm_blend_epi16(vq31prod0x02, vq31prod0x13, 0xCC);
167 const __m128i vq31prod1x0123 = _mm_blend_epi16(vq31prod1x02, vq31prod1x13, 0xCC);
168 const __m128i vq31prod2x0123 = _mm_blend_epi16(vq31prod2x02, vq31prod2x13, 0xCC);
169
Marat Dukhan748fd122021-05-22 20:46:56 -0700170 const __m128i vremainder_mask = _mm_load_si128((const __m128i*) params->sse4.remainder_mask);
Marat Dukhane7edc802020-08-03 16:43:57 -0700171 const __m128i vrem0x0123 =
172 _mm_add_epi32(_mm_and_si128(vq31prod0x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod0x0123));
173 const __m128i vrem1x0123 =
174 _mm_add_epi32(_mm_and_si128(vq31prod1x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod1x0123));
175 const __m128i vrem2x0123 =
176 _mm_add_epi32(_mm_and_si128(vq31prod2x0123, vremainder_mask), _mm_cmpgt_epi32(_mm_setzero_si128(), vq31prod2x0123));
177
Marat Dukhan748fd122021-05-22 20:46:56 -0700178 const __m128i vremainder_threshold = _mm_load_si128((const __m128i*) params->sse4.remainder_threshold);
179 const __m128i vshift = _mm_loadl_epi64((const __m128i*) params->sse4.shift);
Marat Dukhane7edc802020-08-03 16:43:57 -0700180 vacc0x0123 =
181 _mm_sub_epi32(_mm_sra_epi32(vq31prod0x0123, vshift), _mm_cmpgt_epi32(vrem0x0123, vremainder_threshold));
182 vacc1x0123 =
183 _mm_sub_epi32(_mm_sra_epi32(vq31prod1x0123, vshift), _mm_cmpgt_epi32(vrem1x0123, vremainder_threshold));
184 vacc2x0123 =
185 _mm_sub_epi32(_mm_sra_epi32(vq31prod2x0123, vshift), _mm_cmpgt_epi32(vrem2x0123, vremainder_threshold));
186
Marat Dukhan748fd122021-05-22 20:46:56 -0700187 const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->sse4.output_zero_point);
Marat Dukhane7edc802020-08-03 16:43:57 -0700188 __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point);
189 __m128i vacc22x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc2x0123, vacc2x0123), voutput_zero_point);
190
Marat Dukhane7edc802020-08-03 16:43:57 -0700191
192 __m128i vout = _mm_packs_epi16(vacc01x0123, vacc22x0123);
193
Marat Dukhan748fd122021-05-22 20:46:56 -0700194 vout = _mm_max_epi8(vout, _mm_load_si128((const __m128i*) params->sse4.output_min));
195 vout = _mm_min_epi8(vout, _mm_load_si128((const __m128i*) params->sse4.output_max));
196
Marat Dukhane7edc802020-08-03 16:43:57 -0700197 if (nc >= 4) {
198 *((uint32_t*) c2) = (uint32_t) _mm_extract_epi32(vout, 2);
199 c2 = (int8_t*) ((uintptr_t) c2 + cn_stride);
200 *((uint32_t*) c1) = (uint32_t) _mm_extract_epi32(vout, 1);
201 c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
202 *((uint32_t*) c0) = (uint32_t) _mm_cvtsi128_si32(vout);
203 c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
204
205 a = (const int8_t**restrict) ((uintptr_t) a - ks);
206
207 nc -= 4;
208 } else {
209 if (nc & 2) {
210 *((uint16_t*) c2) = (uint16_t) _mm_extract_epi16(vout, 4);
211 c2 += 2;
212 *((uint16_t*) c1) = (uint16_t) _mm_extract_epi16(vout, 2);
213 c1 += 2;
214 *((uint16_t*) c0) = (uint16_t) _mm_extract_epi16(vout, 0);
215 c0 += 2;
216 vout = _mm_srli_epi32(vout, 16);
217 }
218 if (nc & 1) {
219 *((int8_t*) c2) = (int8_t) _mm_extract_epi8(vout, 8);
220 *((int8_t*) c1) = (int8_t) _mm_extract_epi8(vout, 4);
221 *((int8_t*) c0) = (int8_t) _mm_extract_epi8(vout, 0);
222 }
223
224 nc = 0;
225 }
226 } while (nc != 0);
227}