1 // Auto-generated file. Do not edit!
2 // Template: src/qs8-gemm/MRx4c8-sse.c.in
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 <tmmintrin.h>
13
14 #include <xnnpack/gemm.h>
15 #include <xnnpack/math.h>
16
17
xnn_qs8_gemm_xw_minmax_fp32_ukernel_2x4c8__ssse3(size_t mr,size_t nc,size_t kc,const int8_t * restrict a,size_t a_stride,const void * restrict w,int8_t * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18 void xnn_qs8_gemm_xw_minmax_fp32_ukernel_2x4c8__ssse3(
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_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
29 {
30 assert(mr != 0);
31 assert(mr <= 2);
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
39 kc = round_up_po2(kc, 8);
40 const int8_t* a0 = a;
41 int8_t* c0 = c;
42 const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride);
43 int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
44 if XNN_UNPREDICTABLE(mr != 2) {
45 a1 = a0;
46 c1 = c0;
47 }
48
49 do {
50 __m128i vacc0x0 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[0]);
51 __m128i vacc0x1 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[1]);
52 __m128i vacc0x2 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[2]);
53 __m128i vacc0x3 = _mm_cvtsi32_si128((int) ((const int32_t*) w)[3]);
54 __m128i vacc1x0 = vacc0x0;
55 __m128i vacc1x1 = vacc0x1;
56 __m128i vacc1x2 = vacc0x2;
57 __m128i vacc1x3 = vacc0x3;
58 w = (const void*) ((const int32_t*) w + 4);
59
60 size_t k = 0;
61 while (k < kc) {
62 const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
63 const __m128i vxa0 = _mm_srai_epi16(_mm_unpacklo_epi8(va0, va0), 8);
64 a0 += 8;
65 const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
66 const __m128i vxa1 = _mm_srai_epi16(_mm_unpacklo_epi8(va1, va1), 8);
67 a1 += 8;
68
69 const __m128i vxb0 = _mm_load_si128((const __m128i*) w);
70
71 vacc0x0 = _mm_add_epi32(vacc0x0, _mm_madd_epi16(vxa0, vxb0));
72 vacc1x0 = _mm_add_epi32(vacc1x0, _mm_madd_epi16(vxa1, vxb0));
73 const __m128i vxb1 = _mm_load_si128((const __m128i*) ((const int16_t*) w + 8));
74
75 vacc0x1 = _mm_add_epi32(vacc0x1, _mm_madd_epi16(vxa0, vxb1));
76 vacc1x1 = _mm_add_epi32(vacc1x1, _mm_madd_epi16(vxa1, vxb1));
77 const __m128i vxb2 = _mm_load_si128((const __m128i*) ((const int16_t*) w + 16));
78
79 vacc0x2 = _mm_add_epi32(vacc0x2, _mm_madd_epi16(vxa0, vxb2));
80 vacc1x2 = _mm_add_epi32(vacc1x2, _mm_madd_epi16(vxa1, vxb2));
81 const __m128i vxb3 = _mm_load_si128((const __m128i*) ((const int16_t*) w + 24));
82
83 vacc0x3 = _mm_add_epi32(vacc0x3, _mm_madd_epi16(vxa0, vxb3));
84 vacc1x3 = _mm_add_epi32(vacc1x3, _mm_madd_epi16(vxa1, vxb3));
85
86 w = (const void*) ((const int16_t*) w + 32);
87 k += 8 * sizeof(int8_t);
88 }
89
90 const __m128i vacc0x01 = _mm_hadd_epi32(vacc0x0, vacc0x1);
91 const __m128i vacc0x23 = _mm_hadd_epi32(vacc0x2, vacc0x3);
92 const __m128i vacc1x01 = _mm_hadd_epi32(vacc1x0, vacc1x1);
93 const __m128i vacc1x23 = _mm_hadd_epi32(vacc1x2, vacc1x3);
94
95 __m128i vacc0x0123 = _mm_hadd_epi32(vacc0x01, vacc0x23);
96 __m128i vacc1x0123 = _mm_hadd_epi32(vacc1x01, vacc1x23);
97
98 __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123);
99 __m128 vscaled1x0123 = _mm_cvtepi32_ps(vacc1x0123);
100
101 const __m128 vscale = _mm_load_ps(params->fp32_sse2.scale);
102 vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale);
103 vscaled1x0123 = _mm_mul_ps(vscaled1x0123, vscale);
104
105 const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse2.output_max_less_zero_point);
106 vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point);
107 vscaled1x0123 = _mm_min_ps(vscaled1x0123, voutput_max_less_zero_point);
108
109 vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123);
110 vacc1x0123 = _mm_cvtps_epi32(vscaled1x0123);
111
112 const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.output_zero_point);
113 __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point);
114
115 const __m128i voutput_min = _mm_load_si128((const __m128i*) params->fp32_sse2.output_min);
116 vacc01x0123 = _mm_max_epi16(vacc01x0123, voutput_min);
117
118 __m128i vout = _mm_packs_epi16(vacc01x0123, vacc01x0123);
119
120
121 if (nc >= 4) {
122 *((uint32_t*) c0) = (uint32_t) _mm_cvtsi128_si32(vout);
123 vout = _mm_srli_si128(vout, 4);
124 *((uint32_t*) c1) = (uint32_t) _mm_cvtsi128_si32(vout);
125
126 c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
127 c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
128
129 a0 = (const int8_t*) ((uintptr_t) a0 - kc);
130 a1 = (const int8_t*) ((uintptr_t) a1 - kc);
131
132 nc -= 4;
133 } else {
134 if (nc & 2) {
135 *((uint16_t*) c0) = (uint16_t) _mm_extract_epi16(vout, 0);
136 c0 += 2;
137 *((uint16_t*) c1) = (uint16_t) _mm_extract_epi16(vout, 2);
138 c1 += 2;
139 vout = _mm_srli_epi32(vout, 16);
140 }
141 if (nc & 1) {
142 *c0 = (int8_t) _mm_cvtsi128_si32(vout);
143 *c1 = (int8_t) _mm_extract_epi16(vout, 2);
144 }
145
146 nc = 0;
147 }
148 } while (nc != 0);
149 }
150