1 // Auto-generated file. Do not edit!
2 // Template: src/qs8-gemm/MRx4c2s4-sse.c.in
3 // Generator: tools/xngen
4 //
5 // Copyright 2022 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 <smmintrin.h>
13
14 #include <xnnpack/gemm.h>
15 #include <xnnpack/math.h>
16 #include <xnnpack/unaligned.h>
17
18
19
xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld64(size_t mr,size_t nc,size_t kc,const uint8_t * restrict a,size_t a_stride,const void * restrict w,uint8_t * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])20 void xnn_qu8_gemm_minmax_fp32_ukernel_3x4c2s4__sse41_ld64(
21 size_t mr,
22 size_t nc,
23 size_t kc,
24 const uint8_t* restrict a,
25 size_t a_stride,
26 const void* restrict w,
27 uint8_t* restrict c,
28 size_t cm_stride,
29 size_t cn_stride,
30 const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
31 {
32 assert(mr != 0);
33 assert(mr <= 3);
34 assert(nc != 0);
35 assert(kc != 0);
36 assert(kc % sizeof(uint8_t) == 0);
37 assert(a != NULL);
38 assert(w != NULL);
39 assert(c != NULL);
40
41 kc = round_up_po2(kc, 8 * sizeof(uint8_t));
42 const uint8_t* a0 = a;
43 uint8_t* c0 = c;
44 const uint8_t* a1 = (const uint8_t*) ((uintptr_t) a0 + a_stride);
45 uint8_t* c1 = (uint8_t*) ((uintptr_t) c0 + cm_stride);
46 if XNN_UNPREDICTABLE(mr < 2) {
47 a1 = a0;
48 c1 = c0;
49 }
50 const uint8_t* a2 = (const uint8_t*) ((uintptr_t) a1 + a_stride);
51 uint8_t* c2 = (uint8_t*) ((uintptr_t) c1 + cm_stride);
52 if XNN_UNPREDICTABLE(mr <= 2) {
53 a2 = a1;
54 c2 = c1;
55 }
56
57 do {
58 __m128i vacc0x0123 = _mm_loadu_si128((const __m128i*) w);
59 __m128i vacc1x0123 = vacc0x0123;
60 __m128i vacc2x0123 = vacc0x0123;
61 w = (const void*) ((const int32_t*) w + 4);
62
63 size_t k = kc;
64 const __m128i vb_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.kernel_zero_point);
65 do {
66 const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
67 __m128i vxa0 = _mm_cvtepu8_epi16(va0);
68 a0 += 8;
69 const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
70 __m128i vxa1 = _mm_cvtepu8_epi16(va1);
71 a1 += 8;
72 const __m128i va2 = _mm_loadl_epi64((const __m128i*) a2);
73 __m128i vxa2 = _mm_cvtepu8_epi16(va2);
74 a2 += 8;
75
76 const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
77 const __m128i vxb0 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb0), vb_zero_point);
78
79 vacc0x0123 = _mm_add_epi32(vacc0x0123, _mm_madd_epi16(vxa0, vxb0));
80 vxa0 = _mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 3, 2, 1));
81 vacc1x0123 = _mm_add_epi32(vacc1x0123, _mm_madd_epi16(vxa1, vxb0));
82 vxa1 = _mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 3, 2, 1));
83 vacc2x0123 = _mm_add_epi32(vacc2x0123, _mm_madd_epi16(vxa2, vxb0));
84 vxa2 = _mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 3, 2, 1));
85 const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 8));
86 const __m128i vxb1 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb1), vb_zero_point);
87
88 vacc0x0123 = _mm_add_epi32(vacc0x0123, _mm_madd_epi16(vxa0, vxb1));
89 vxa0 = _mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 3, 2, 1));
90 vacc1x0123 = _mm_add_epi32(vacc1x0123, _mm_madd_epi16(vxa1, vxb1));
91 vxa1 = _mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 3, 2, 1));
92 vacc2x0123 = _mm_add_epi32(vacc2x0123, _mm_madd_epi16(vxa2, vxb1));
93 vxa2 = _mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 3, 2, 1));
94 const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 16));
95 const __m128i vxb2 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb2), vb_zero_point);
96
97 vacc0x0123 = _mm_add_epi32(vacc0x0123, _mm_madd_epi16(vxa0, vxb2));
98 vxa0 = _mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 3, 2, 1));
99 vacc1x0123 = _mm_add_epi32(vacc1x0123, _mm_madd_epi16(vxa1, vxb2));
100 vxa1 = _mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 3, 2, 1));
101 vacc2x0123 = _mm_add_epi32(vacc2x0123, _mm_madd_epi16(vxa2, vxb2));
102 vxa2 = _mm_shuffle_epi32(vxa2, _MM_SHUFFLE(0, 3, 2, 1));
103 const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 24));
104 const __m128i vxb3 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb3), vb_zero_point);
105
106 vacc0x0123 = _mm_add_epi32(vacc0x0123, _mm_madd_epi16(vxa0, vxb3));
107 vacc1x0123 = _mm_add_epi32(vacc1x0123, _mm_madd_epi16(vxa1, vxb3));
108 vacc2x0123 = _mm_add_epi32(vacc2x0123, _mm_madd_epi16(vxa2, vxb3));
109
110 w = (const void*) ((const uint8_t*) w + 32);
111 k -= 8 * sizeof(uint8_t);
112 } while (k != 0);
113
114 __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123);
115 __m128 vscaled1x0123 = _mm_cvtepi32_ps(vacc1x0123);
116 __m128 vscaled2x0123 = _mm_cvtepi32_ps(vacc2x0123);
117
118 const __m128 vscale = _mm_load_ps(params->fp32_sse2.scale);
119 vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale);
120 vscaled1x0123 = _mm_mul_ps(vscaled1x0123, vscale);
121 vscaled2x0123 = _mm_mul_ps(vscaled2x0123, vscale);
122
123 const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse2.output_max_less_zero_point);
124 vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point);
125 vscaled1x0123 = _mm_min_ps(vscaled1x0123, voutput_max_less_zero_point);
126 vscaled2x0123 = _mm_min_ps(vscaled2x0123, voutput_max_less_zero_point);
127
128 vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123);
129 vacc1x0123 = _mm_cvtps_epi32(vscaled1x0123);
130 vacc2x0123 = _mm_cvtps_epi32(vscaled2x0123);
131
132 const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.output_zero_point);
133 __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point);
134 __m128i vacc22x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc2x0123, vacc2x0123), voutput_zero_point);
135
136 __m128i vout = _mm_packus_epi16(vacc01x0123, vacc22x0123);
137
138 vout = _mm_max_epu8(vout, _mm_load_si128((const __m128i*) params->fp32_sse2.output_min));
139
140 if (nc >= 4) {
141 unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout));
142 unaligned_store_u32(c1, (uint32_t) _mm_extract_epi32(vout, 1));
143 unaligned_store_u32(c2, (uint32_t) _mm_extract_epi32(vout, 2));
144
145 c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride);
146 c1 = (uint8_t*) ((uintptr_t) c1 + cn_stride);
147 c2 = (uint8_t*) ((uintptr_t) c2 + cn_stride);
148
149 a0 = (const uint8_t*) ((uintptr_t) a0 - kc);
150 a1 = (const uint8_t*) ((uintptr_t) a1 - kc);
151 a2 = (const uint8_t*) ((uintptr_t) a2 - kc);
152
153 nc -= 4;
154 } else {
155 if (nc & 2) {
156 unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0));
157 c0 += 2;
158 unaligned_store_u16(c1, (uint16_t) _mm_extract_epi16(vout, 2));
159 c1 += 2;
160 unaligned_store_u16(c2, (uint16_t) _mm_extract_epi16(vout, 4));
161 c2 += 2;
162 vout = _mm_srli_epi32(vout, 16);
163 }
164 if (nc & 1) {
165 *c0 = (uint8_t) _mm_extract_epi8(vout, 0);
166 *c1 = (uint8_t) _mm_extract_epi8(vout, 4);
167 *c2 = (uint8_t) _mm_extract_epi8(vout, 8);
168 }
169
170 nc = 0;
171 }
172 } while (nc != 0);
173 }
174