1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/qs8-igemm/MRx4c2s4-sse.c.in
3*4bdc9457SAndroid Build Coastguard Worker // Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2022 Google LLC
6*4bdc9457SAndroid Build Coastguard Worker //
7*4bdc9457SAndroid Build Coastguard Worker // This source code is licensed under the BSD-style license found in the
8*4bdc9457SAndroid Build Coastguard Worker // LICENSE file in the root directory of this source tree.
9*4bdc9457SAndroid Build Coastguard Worker
10*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
11*4bdc9457SAndroid Build Coastguard Worker
12*4bdc9457SAndroid Build Coastguard Worker #if defined(__GNUC__) || defined(__clang__)
13*4bdc9457SAndroid Build Coastguard Worker #include <x86intrin.h>
14*4bdc9457SAndroid Build Coastguard Worker #else
15*4bdc9457SAndroid Build Coastguard Worker #include <immintrin.h>
16*4bdc9457SAndroid Build Coastguard Worker #include <ammintrin.h>
17*4bdc9457SAndroid Build Coastguard Worker #endif
18*4bdc9457SAndroid Build Coastguard Worker
19*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/igemm.h>
20*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
21*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/unaligned.h>
22*4bdc9457SAndroid Build Coastguard Worker
23*4bdc9457SAndroid Build Coastguard Worker
xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2s4__xop_ld64(size_t mr,size_t nc,size_t kc,size_t ks,const uint8_t ** restrict a,const void * restrict w,uint8_t * restrict c,size_t cm_stride,size_t cn_stride,size_t a_offset,const uint8_t * zero,const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])24*4bdc9457SAndroid Build Coastguard Worker void xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2s4__xop_ld64(
25*4bdc9457SAndroid Build Coastguard Worker size_t mr,
26*4bdc9457SAndroid Build Coastguard Worker size_t nc,
27*4bdc9457SAndroid Build Coastguard Worker size_t kc,
28*4bdc9457SAndroid Build Coastguard Worker size_t ks,
29*4bdc9457SAndroid Build Coastguard Worker const uint8_t** restrict a,
30*4bdc9457SAndroid Build Coastguard Worker const void* restrict w,
31*4bdc9457SAndroid Build Coastguard Worker uint8_t* restrict c,
32*4bdc9457SAndroid Build Coastguard Worker size_t cm_stride,
33*4bdc9457SAndroid Build Coastguard Worker size_t cn_stride,
34*4bdc9457SAndroid Build Coastguard Worker size_t a_offset,
35*4bdc9457SAndroid Build Coastguard Worker const uint8_t* zero,
36*4bdc9457SAndroid Build Coastguard Worker const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
37*4bdc9457SAndroid Build Coastguard Worker {
38*4bdc9457SAndroid Build Coastguard Worker assert(mr != 0);
39*4bdc9457SAndroid Build Coastguard Worker assert(mr <= 2);
40*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0);
41*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0);
42*4bdc9457SAndroid Build Coastguard Worker assert(ks != 0);
43*4bdc9457SAndroid Build Coastguard Worker assert(ks % (2 * sizeof(void*)) == 0);
44*4bdc9457SAndroid Build Coastguard Worker assert(a_offset % sizeof(uint8_t) == 0);
45*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL);
46*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL);
47*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL);
48*4bdc9457SAndroid Build Coastguard Worker
49*4bdc9457SAndroid Build Coastguard Worker kc = round_up_po2(kc, 8 * sizeof(uint8_t));
50*4bdc9457SAndroid Build Coastguard Worker uint8_t* c0 = c;
51*4bdc9457SAndroid Build Coastguard Worker uint8_t* c1 = (uint8_t*) ((uintptr_t) c0 + cm_stride);
52*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr != 2) {
53*4bdc9457SAndroid Build Coastguard Worker c1 = c0;
54*4bdc9457SAndroid Build Coastguard Worker }
55*4bdc9457SAndroid Build Coastguard Worker
56*4bdc9457SAndroid Build Coastguard Worker do {
57*4bdc9457SAndroid Build Coastguard Worker __m128i vacc0x0123 = _mm_loadu_si128((const __m128i*) w);
58*4bdc9457SAndroid Build Coastguard Worker __m128i vacc1x0123 = vacc0x0123;
59*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int32_t*) w + 4);
60*4bdc9457SAndroid Build Coastguard Worker
61*4bdc9457SAndroid Build Coastguard Worker size_t p = ks;
62*4bdc9457SAndroid Build Coastguard Worker do {
63*4bdc9457SAndroid Build Coastguard Worker const uint8_t* restrict a0 = a[0];
64*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a0 != zero) {
65*4bdc9457SAndroid Build Coastguard Worker a0 = (const uint8_t*) ((uintptr_t) a0 + a_offset);
66*4bdc9457SAndroid Build Coastguard Worker }
67*4bdc9457SAndroid Build Coastguard Worker const uint8_t* restrict a1 = a[1];
68*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a1 != zero) {
69*4bdc9457SAndroid Build Coastguard Worker a1 = (const uint8_t*) ((uintptr_t) a1 + a_offset);
70*4bdc9457SAndroid Build Coastguard Worker }
71*4bdc9457SAndroid Build Coastguard Worker a += 2;
72*4bdc9457SAndroid Build Coastguard Worker
73*4bdc9457SAndroid Build Coastguard Worker size_t k = kc;
74*4bdc9457SAndroid Build Coastguard Worker const __m128i vb_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.kernel_zero_point);
75*4bdc9457SAndroid Build Coastguard Worker do {
76*4bdc9457SAndroid Build Coastguard Worker const __m128i va0 = _mm_loadl_epi64((const __m128i*) a0);
77*4bdc9457SAndroid Build Coastguard Worker __m128i vxa0 = _mm_cvtepu8_epi16(va0);
78*4bdc9457SAndroid Build Coastguard Worker a0 += 8;
79*4bdc9457SAndroid Build Coastguard Worker const __m128i va1 = _mm_loadl_epi64((const __m128i*) a1);
80*4bdc9457SAndroid Build Coastguard Worker __m128i vxa1 = _mm_cvtepu8_epi16(va1);
81*4bdc9457SAndroid Build Coastguard Worker a1 += 8;
82*4bdc9457SAndroid Build Coastguard Worker
83*4bdc9457SAndroid Build Coastguard Worker const __m128i vb0 = _mm_loadl_epi64((const __m128i*) w);
84*4bdc9457SAndroid Build Coastguard Worker const __m128i vxb0 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb0), vb_zero_point);
85*4bdc9457SAndroid Build Coastguard Worker
86*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = _mm_maddd_epi16(vxa0, vxb0, vacc0x0123);
87*4bdc9457SAndroid Build Coastguard Worker vxa0 = _mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 3, 2, 1));
88*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = _mm_maddd_epi16(vxa1, vxb0, vacc1x0123);
89*4bdc9457SAndroid Build Coastguard Worker vxa1 = _mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 3, 2, 1));
90*4bdc9457SAndroid Build Coastguard Worker const __m128i vb1 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 8));
91*4bdc9457SAndroid Build Coastguard Worker const __m128i vxb1 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb1), vb_zero_point);
92*4bdc9457SAndroid Build Coastguard Worker
93*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = _mm_maddd_epi16(vxa0, vxb1, vacc0x0123);
94*4bdc9457SAndroid Build Coastguard Worker vxa0 = _mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 3, 2, 1));
95*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = _mm_maddd_epi16(vxa1, vxb1, vacc1x0123);
96*4bdc9457SAndroid Build Coastguard Worker vxa1 = _mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 3, 2, 1));
97*4bdc9457SAndroid Build Coastguard Worker const __m128i vb2 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 16));
98*4bdc9457SAndroid Build Coastguard Worker const __m128i vxb2 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb2), vb_zero_point);
99*4bdc9457SAndroid Build Coastguard Worker
100*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = _mm_maddd_epi16(vxa0, vxb2, vacc0x0123);
101*4bdc9457SAndroid Build Coastguard Worker vxa0 = _mm_shuffle_epi32(vxa0, _MM_SHUFFLE(0, 3, 2, 1));
102*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = _mm_maddd_epi16(vxa1, vxb2, vacc1x0123);
103*4bdc9457SAndroid Build Coastguard Worker vxa1 = _mm_shuffle_epi32(vxa1, _MM_SHUFFLE(0, 3, 2, 1));
104*4bdc9457SAndroid Build Coastguard Worker const __m128i vb3 = _mm_loadl_epi64((const __m128i*) ((const uint8_t*) w + 24));
105*4bdc9457SAndroid Build Coastguard Worker const __m128i vxb3 = _mm_sub_epi16(_mm_cvtepu8_epi16(vb3), vb_zero_point);
106*4bdc9457SAndroid Build Coastguard Worker
107*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = _mm_maddd_epi16(vxa0, vxb3, vacc0x0123);
108*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = _mm_maddd_epi16(vxa1, vxb3, vacc1x0123);
109*4bdc9457SAndroid Build Coastguard Worker
110*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const uint8_t*) w + 32);
111*4bdc9457SAndroid Build Coastguard Worker k -= 8 * sizeof(uint8_t);
112*4bdc9457SAndroid Build Coastguard Worker } while (k != 0);
113*4bdc9457SAndroid Build Coastguard Worker p -= 2 * sizeof(void*);
114*4bdc9457SAndroid Build Coastguard Worker } while (p != 0);
115*4bdc9457SAndroid Build Coastguard Worker
116*4bdc9457SAndroid Build Coastguard Worker __m128 vscaled0x0123 = _mm_cvtepi32_ps(vacc0x0123);
117*4bdc9457SAndroid Build Coastguard Worker __m128 vscaled1x0123 = _mm_cvtepi32_ps(vacc1x0123);
118*4bdc9457SAndroid Build Coastguard Worker
119*4bdc9457SAndroid Build Coastguard Worker const __m128 vscale = _mm_load_ps(params->fp32_sse2.scale);
120*4bdc9457SAndroid Build Coastguard Worker vscaled0x0123 = _mm_mul_ps(vscaled0x0123, vscale);
121*4bdc9457SAndroid Build Coastguard Worker vscaled1x0123 = _mm_mul_ps(vscaled1x0123, vscale);
122*4bdc9457SAndroid Build Coastguard Worker
123*4bdc9457SAndroid Build Coastguard Worker const __m128 voutput_max_less_zero_point = _mm_load_ps(params->fp32_sse2.output_max_less_zero_point);
124*4bdc9457SAndroid Build Coastguard Worker vscaled0x0123 = _mm_min_ps(vscaled0x0123, voutput_max_less_zero_point);
125*4bdc9457SAndroid Build Coastguard Worker vscaled1x0123 = _mm_min_ps(vscaled1x0123, voutput_max_less_zero_point);
126*4bdc9457SAndroid Build Coastguard Worker
127*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = _mm_cvtps_epi32(vscaled0x0123);
128*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = _mm_cvtps_epi32(vscaled1x0123);
129*4bdc9457SAndroid Build Coastguard Worker
130*4bdc9457SAndroid Build Coastguard Worker const __m128i voutput_zero_point = _mm_load_si128((const __m128i*) params->fp32_sse2.output_zero_point);
131*4bdc9457SAndroid Build Coastguard Worker __m128i vacc01x0123 = _mm_adds_epi16(_mm_packs_epi32(vacc0x0123, vacc1x0123), voutput_zero_point);
132*4bdc9457SAndroid Build Coastguard Worker
133*4bdc9457SAndroid Build Coastguard Worker __m128i vout = _mm_packus_epi16(vacc01x0123, vacc01x0123);
134*4bdc9457SAndroid Build Coastguard Worker
135*4bdc9457SAndroid Build Coastguard Worker vout = _mm_max_epu8(vout, _mm_load_si128((const __m128i*) params->fp32_sse2.output_min));
136*4bdc9457SAndroid Build Coastguard Worker
137*4bdc9457SAndroid Build Coastguard Worker if (nc >= 4) {
138*4bdc9457SAndroid Build Coastguard Worker unaligned_store_u32(c1, (uint32_t) _mm_extract_epi32(vout, 1));
139*4bdc9457SAndroid Build Coastguard Worker c1 = (uint8_t*) ((uintptr_t) c1 + cn_stride);
140*4bdc9457SAndroid Build Coastguard Worker unaligned_store_u32(c0, (uint32_t) _mm_cvtsi128_si32(vout));
141*4bdc9457SAndroid Build Coastguard Worker c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride);
142*4bdc9457SAndroid Build Coastguard Worker
143*4bdc9457SAndroid Build Coastguard Worker a = (const uint8_t**restrict) ((uintptr_t) a - ks);
144*4bdc9457SAndroid Build Coastguard Worker
145*4bdc9457SAndroid Build Coastguard Worker nc -= 4;
146*4bdc9457SAndroid Build Coastguard Worker } else {
147*4bdc9457SAndroid Build Coastguard Worker if (nc & 2) {
148*4bdc9457SAndroid Build Coastguard Worker unaligned_store_u16(c1, (uint16_t) _mm_extract_epi16(vout, 2));
149*4bdc9457SAndroid Build Coastguard Worker c1 += 2;
150*4bdc9457SAndroid Build Coastguard Worker unaligned_store_u16(c0, (uint16_t) _mm_extract_epi16(vout, 0));
151*4bdc9457SAndroid Build Coastguard Worker c0 += 2;
152*4bdc9457SAndroid Build Coastguard Worker vout = _mm_srli_epi32(vout, 16);
153*4bdc9457SAndroid Build Coastguard Worker }
154*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
155*4bdc9457SAndroid Build Coastguard Worker *c1 = (uint8_t) _mm_extract_epi8(vout, 4);
156*4bdc9457SAndroid Build Coastguard Worker *c0 = (uint8_t) _mm_extract_epi8(vout, 0);
157*4bdc9457SAndroid Build Coastguard Worker }
158*4bdc9457SAndroid Build Coastguard Worker
159*4bdc9457SAndroid Build Coastguard Worker nc = 0;
160*4bdc9457SAndroid Build Coastguard Worker }
161*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
162*4bdc9457SAndroid Build Coastguard Worker }
163