1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/qs8-igemm/c8-neon-mull.c.in
3*4bdc9457SAndroid Build Coastguard Worker // Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2021 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 #include <arm_neon.h>
13*4bdc9457SAndroid Build Coastguard Worker
14*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/igemm.h>
15*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
16*4bdc9457SAndroid Build Coastguard Worker
17*4bdc9457SAndroid Build Coastguard Worker
xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__neon_mull(size_t mr,size_t nc,size_t kc,size_t ks,const int8_t ** restrict a,const void * restrict w,int8_t * restrict c,size_t cm_stride,size_t cn_stride,size_t a_offset,const int8_t * zero,const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18*4bdc9457SAndroid Build Coastguard Worker void xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__neon_mull(
19*4bdc9457SAndroid Build Coastguard Worker size_t mr,
20*4bdc9457SAndroid Build Coastguard Worker size_t nc,
21*4bdc9457SAndroid Build Coastguard Worker size_t kc,
22*4bdc9457SAndroid Build Coastguard Worker size_t ks,
23*4bdc9457SAndroid Build Coastguard Worker const int8_t** restrict a,
24*4bdc9457SAndroid Build Coastguard Worker const void* restrict w,
25*4bdc9457SAndroid Build Coastguard Worker int8_t* restrict c,
26*4bdc9457SAndroid Build Coastguard Worker size_t cm_stride,
27*4bdc9457SAndroid Build Coastguard Worker size_t cn_stride,
28*4bdc9457SAndroid Build Coastguard Worker size_t a_offset,
29*4bdc9457SAndroid Build Coastguard Worker const int8_t* zero,
30*4bdc9457SAndroid Build Coastguard Worker const union xnn_qs8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
31*4bdc9457SAndroid Build Coastguard Worker {
32*4bdc9457SAndroid Build Coastguard Worker assert(mr != 0);
33*4bdc9457SAndroid Build Coastguard Worker assert(mr <= 1);
34*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0);
35*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0);
36*4bdc9457SAndroid Build Coastguard Worker assert(ks != 0);
37*4bdc9457SAndroid Build Coastguard Worker assert(ks % (1 * sizeof(void*)) == 0);
38*4bdc9457SAndroid Build Coastguard Worker assert(a_offset % sizeof(int8_t) == 0);
39*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL);
40*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL);
41*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL);
42*4bdc9457SAndroid Build Coastguard Worker
43*4bdc9457SAndroid Build Coastguard Worker kc = round_up_po2(kc, 8 * sizeof(int8_t));
44*4bdc9457SAndroid Build Coastguard Worker int8_t* c0 = c;
45*4bdc9457SAndroid Build Coastguard Worker
46*4bdc9457SAndroid Build Coastguard Worker do {
47*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x0 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
48*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x1 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
49*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x2 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
50*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x3 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
51*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x4 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
52*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x5 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
53*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x6 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
54*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x7 = vld1q_lane_s32(w, vmovq_n_s32(0), 0); w = (const void*) ((uintptr_t) w + sizeof(int32_t));
55*4bdc9457SAndroid Build Coastguard Worker
56*4bdc9457SAndroid Build Coastguard Worker size_t p = ks;
57*4bdc9457SAndroid Build Coastguard Worker do {
58*4bdc9457SAndroid Build Coastguard Worker const int8_t* restrict a0 = a[0];
59*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a0 != zero) {
60*4bdc9457SAndroid Build Coastguard Worker a0 = (const int8_t*) ((uintptr_t) a0 + a_offset);
61*4bdc9457SAndroid Build Coastguard Worker }
62*4bdc9457SAndroid Build Coastguard Worker a += 1;
63*4bdc9457SAndroid Build Coastguard Worker
64*4bdc9457SAndroid Build Coastguard Worker size_t k = kc;
65*4bdc9457SAndroid Build Coastguard Worker
66*4bdc9457SAndroid Build Coastguard Worker // Handle 8 bytes at a time using MUL.
67*4bdc9457SAndroid Build Coastguard Worker while (k != 0) {
68*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0 = vld1_s8(a0); a0 += 8;
69*4bdc9457SAndroid Build Coastguard Worker
70*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
71*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x0 = vmull_s8(vb0, va0);
72*4bdc9457SAndroid Build Coastguard Worker vacc0x0 = vpadalq_s16(vacc0x0, vprod0x0);
73*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
74*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x1 = vmull_s8(vb1, va0);
75*4bdc9457SAndroid Build Coastguard Worker vacc0x1 = vpadalq_s16(vacc0x1, vprod0x1);
76*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb2 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
77*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x2 = vmull_s8(vb2, va0);
78*4bdc9457SAndroid Build Coastguard Worker vacc0x2 = vpadalq_s16(vacc0x2, vprod0x2);
79*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb3 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
80*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x3 = vmull_s8(vb3, va0);
81*4bdc9457SAndroid Build Coastguard Worker vacc0x3 = vpadalq_s16(vacc0x3, vprod0x3);
82*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb4 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
83*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x4 = vmull_s8(vb4, va0);
84*4bdc9457SAndroid Build Coastguard Worker vacc0x4 = vpadalq_s16(vacc0x4, vprod0x4);
85*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb5 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
86*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x5 = vmull_s8(vb5, va0);
87*4bdc9457SAndroid Build Coastguard Worker vacc0x5 = vpadalq_s16(vacc0x5, vprod0x5);
88*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb6 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
89*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x6 = vmull_s8(vb6, va0);
90*4bdc9457SAndroid Build Coastguard Worker vacc0x6 = vpadalq_s16(vacc0x6, vprod0x6);
91*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb7 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
92*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x7 = vmull_s8(vb7, va0);
93*4bdc9457SAndroid Build Coastguard Worker vacc0x7 = vpadalq_s16(vacc0x7, vprod0x7);
94*4bdc9457SAndroid Build Coastguard Worker
95*4bdc9457SAndroid Build Coastguard Worker k -= 8 * sizeof(int8_t);
96*4bdc9457SAndroid Build Coastguard Worker }
97*4bdc9457SAndroid Build Coastguard Worker
98*4bdc9457SAndroid Build Coastguard Worker p -= 1 * sizeof(void*);
99*4bdc9457SAndroid Build Coastguard Worker } while (p != 0);
100*4bdc9457SAndroid Build Coastguard Worker
101*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
102*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vsum0x01 = vpaddq_s32(vacc0x0, vacc0x1);
103*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vsum0x23 = vpaddq_s32(vacc0x2, vacc0x3);
104*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vsum0x45 = vpaddq_s32(vacc0x4, vacc0x5);
105*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vsum0x67 = vpaddq_s32(vacc0x6, vacc0x7);
106*4bdc9457SAndroid Build Coastguard Worker
107*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x0123 = vpaddq_s32(vsum0x01, vsum0x23);
108*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x4567 = vpaddq_s32(vsum0x45, vsum0x67);
109*4bdc9457SAndroid Build Coastguard Worker #else
110*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vpsum0x0 = vadd_s32(vget_low_s32(vacc0x0), vget_high_s32(vacc0x0));
111*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vpsum0x1 = vadd_s32(vget_low_s32(vacc0x1), vget_high_s32(vacc0x1));
112*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vpsum0x2 = vadd_s32(vget_low_s32(vacc0x2), vget_high_s32(vacc0x2));
113*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vpsum0x3 = vadd_s32(vget_low_s32(vacc0x3), vget_high_s32(vacc0x3));
114*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x01 = vpadd_s32(vpsum0x0, vpsum0x1);
115*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x23 = vpadd_s32(vpsum0x2, vpsum0x3);
116*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x0123 = vcombine_s32(vsum0x01, vsum0x23 );
117*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vpsum0x4 = vadd_s32(vget_low_s32(vacc0x4), vget_high_s32(vacc0x4));
118*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vpsum0x5 = vadd_s32(vget_low_s32(vacc0x5), vget_high_s32(vacc0x5));
119*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vpsum0x6 = vadd_s32(vget_low_s32(vacc0x6), vget_high_s32(vacc0x6));
120*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vpsum0x7 = vadd_s32(vget_low_s32(vacc0x7), vget_high_s32(vacc0x7));
121*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x45 = vpadd_s32(vpsum0x4, vpsum0x5);
122*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x67 = vpadd_s32(vpsum0x6, vpsum0x7);
123*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x4567 = vcombine_s32(vsum0x45, vsum0x67 );
124*4bdc9457SAndroid Build Coastguard Worker #endif
125*4bdc9457SAndroid Build Coastguard Worker
126*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vright_pre_shift = vld1q_dup_s32(¶ms->rndnu_neon.right_pre_shift);
127*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vmultiplier = vld1q_dup_s32(¶ms->rndnu_neon.multiplier);
128*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vright_post_shift = vld1q_dup_s32(¶ms->rndnu_neon.right_post_shift);
129*4bdc9457SAndroid Build Coastguard Worker
130*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vqshlq_s32(vacc0x0123, vright_pre_shift);
131*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vqshlq_s32(vacc0x4567, vright_pre_shift);
132*4bdc9457SAndroid Build Coastguard Worker
133*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vqdmulhq_s32(vacc0x0123, vmultiplier);
134*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vqdmulhq_s32(vacc0x4567, vmultiplier);
135*4bdc9457SAndroid Build Coastguard Worker
136*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vrshlq_s32(vacc0x0123, vright_post_shift);
137*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vrshlq_s32(vacc0x4567, vright_post_shift);
138*4bdc9457SAndroid Build Coastguard Worker
139*4bdc9457SAndroid Build Coastguard Worker const int16x8_t voutput_zero_point = vld1q_dup_s16(¶ms->rndnu_neon.output_zero_point);
140*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
141*4bdc9457SAndroid Build Coastguard Worker int16x8_t vacc0x01234567 = vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567);
142*4bdc9457SAndroid Build Coastguard Worker
143*4bdc9457SAndroid Build Coastguard Worker vacc0x01234567 = vqaddq_s16(vacc0x01234567, voutput_zero_point);
144*4bdc9457SAndroid Build Coastguard Worker
145*4bdc9457SAndroid Build Coastguard Worker int8x8_t vout0x01234567 = vqmovn_s16(vacc0x01234567);
146*4bdc9457SAndroid Build Coastguard Worker #else
147*4bdc9457SAndroid Build Coastguard Worker int16x8_t vacc0x01234567 = vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567));
148*4bdc9457SAndroid Build Coastguard Worker
149*4bdc9457SAndroid Build Coastguard Worker vacc0x01234567 = vqaddq_s16(vacc0x01234567, voutput_zero_point);
150*4bdc9457SAndroid Build Coastguard Worker
151*4bdc9457SAndroid Build Coastguard Worker int8x8_t vout0x01234567 = vqmovn_s16(vacc0x01234567);
152*4bdc9457SAndroid Build Coastguard Worker #endif
153*4bdc9457SAndroid Build Coastguard Worker
154*4bdc9457SAndroid Build Coastguard Worker const int8x8_t voutput_min = vld1_dup_s8(¶ms->rndnu_neon.output_min);
155*4bdc9457SAndroid Build Coastguard Worker vout0x01234567 = vmax_s8(vout0x01234567, voutput_min);
156*4bdc9457SAndroid Build Coastguard Worker
157*4bdc9457SAndroid Build Coastguard Worker const int8x8_t voutput_max = vld1_dup_s8(¶ms->rndnu_neon.output_max);
158*4bdc9457SAndroid Build Coastguard Worker vout0x01234567 = vmin_s8(vout0x01234567, voutput_max);
159*4bdc9457SAndroid Build Coastguard Worker
160*4bdc9457SAndroid Build Coastguard Worker if (nc >= 8) {
161*4bdc9457SAndroid Build Coastguard Worker vst1_s8(c0 + 0, vout0x01234567);
162*4bdc9457SAndroid Build Coastguard Worker
163*4bdc9457SAndroid Build Coastguard Worker c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
164*4bdc9457SAndroid Build Coastguard Worker
165*4bdc9457SAndroid Build Coastguard Worker a = (const int8_t**restrict) ((uintptr_t) a - ks);
166*4bdc9457SAndroid Build Coastguard Worker
167*4bdc9457SAndroid Build Coastguard Worker nc -= 8;
168*4bdc9457SAndroid Build Coastguard Worker } else {
169*4bdc9457SAndroid Build Coastguard Worker if (nc & 4) {
170*4bdc9457SAndroid Build Coastguard Worker vst1_lane_u32((void*) c0, vreinterpret_u32_s8(vout0x01234567), 0); c0 += 4;
171*4bdc9457SAndroid Build Coastguard Worker vout0x01234567 = vext_s8(vout0x01234567, vout0x01234567, 4);
172*4bdc9457SAndroid Build Coastguard Worker }
173*4bdc9457SAndroid Build Coastguard Worker if (nc & 2) {
174*4bdc9457SAndroid Build Coastguard Worker vst1_lane_u16((void*) c0, vreinterpret_u16_s8(vout0x01234567), 0); c0 += 2;
175*4bdc9457SAndroid Build Coastguard Worker vout0x01234567 = vext_s8(vout0x01234567, vout0x01234567, 2);
176*4bdc9457SAndroid Build Coastguard Worker }
177*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
178*4bdc9457SAndroid Build Coastguard Worker vst1_lane_s8(c0, vout0x01234567, 0);
179*4bdc9457SAndroid Build Coastguard Worker }
180*4bdc9457SAndroid Build Coastguard Worker
181*4bdc9457SAndroid Build Coastguard Worker nc = 0;
182*4bdc9457SAndroid Build Coastguard Worker }
183*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
184*4bdc9457SAndroid Build Coastguard Worker }
185