1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/qs8-igemm/c4-neon-mull-dup.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/gemm.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_1x8c4__neon_mull_ld2r(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_1x8c4__neon_mull_ld2r(
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, 4 * 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 vacc0x01 = vreinterpretq_s32_u64(vmovl_u32(vld1_u32(w))); w = (const void*) ((uintptr_t) w + 2 * sizeof(int32_t));
48*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x23 = vreinterpretq_s32_u64(vmovl_u32(vld1_u32(w))); w = (const void*) ((uintptr_t) w + 2 * sizeof(int32_t));
49*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x45 = vreinterpretq_s32_u64(vmovl_u32(vld1_u32(w))); w = (const void*) ((uintptr_t) w + 2 * sizeof(int32_t));
50*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x67 = vreinterpretq_s32_u64(vmovl_u32(vld1_u32(w))); w = (const void*) ((uintptr_t) w + 2 * sizeof(int32_t));
51*4bdc9457SAndroid Build Coastguard Worker
52*4bdc9457SAndroid Build Coastguard Worker size_t p = ks;
53*4bdc9457SAndroid Build Coastguard Worker do {
54*4bdc9457SAndroid Build Coastguard Worker const int8_t* restrict a0 = a[0];
55*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(a0 != zero) {
56*4bdc9457SAndroid Build Coastguard Worker a0 = (const int8_t*) ((uintptr_t) a0 + a_offset);
57*4bdc9457SAndroid Build Coastguard Worker }
58*4bdc9457SAndroid Build Coastguard Worker a += 1;
59*4bdc9457SAndroid Build Coastguard Worker
60*4bdc9457SAndroid Build Coastguard Worker size_t k = kc;
61*4bdc9457SAndroid Build Coastguard Worker
62*4bdc9457SAndroid Build Coastguard Worker
63*4bdc9457SAndroid Build Coastguard Worker while (k >= 8 * sizeof(int8_t)) {
64*4bdc9457SAndroid Build Coastguard Worker const int32x2x2_t va0 = vld2_dup_s32((const void*)a0); a0 += 8;
65*4bdc9457SAndroid Build Coastguard Worker
66*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
67*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
68*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
69*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
70*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
71*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
72*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
73*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
74*4bdc9457SAndroid Build Coastguard Worker
75*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c0 = vreinterpret_s8_s32(va0.val[0]);
76*4bdc9457SAndroid Build Coastguard Worker
77*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x01c0 = vmull_s8(vb01c0, va0c0);
78*4bdc9457SAndroid Build Coastguard Worker vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c0);
79*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x23c0 = vmull_s8(vb23c0, va0c0);
80*4bdc9457SAndroid Build Coastguard Worker vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c0);
81*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x45c0 = vmull_s8(vb45c0, va0c0);
82*4bdc9457SAndroid Build Coastguard Worker vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c0);
83*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x67c0 = vmull_s8(vb67c0, va0c0);
84*4bdc9457SAndroid Build Coastguard Worker vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c0);
85*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c1 = vreinterpret_s8_s32(va0.val[1]);
86*4bdc9457SAndroid Build Coastguard Worker
87*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x01c1 = vmull_s8(vb01c1, va0c1);
88*4bdc9457SAndroid Build Coastguard Worker vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c1);
89*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x23c1 = vmull_s8(vb23c1, va0c1);
90*4bdc9457SAndroid Build Coastguard Worker vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c1);
91*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x45c1 = vmull_s8(vb45c1, va0c1);
92*4bdc9457SAndroid Build Coastguard Worker vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c1);
93*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x67c1 = vmull_s8(vb67c1, va0c1);
94*4bdc9457SAndroid Build Coastguard Worker vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c1);
95*4bdc9457SAndroid Build Coastguard Worker
96*4bdc9457SAndroid Build Coastguard Worker k -= 8 * sizeof(int8_t);
97*4bdc9457SAndroid Build Coastguard Worker }
98*4bdc9457SAndroid Build Coastguard Worker
99*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(k != 0) {
100*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0 = vld1_s8(a0); a0 = (const int8_t*) ((uintptr_t) a0 + k);
101*4bdc9457SAndroid Build Coastguard Worker
102*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
103*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
104*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
105*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
106*4bdc9457SAndroid Build Coastguard Worker
107*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0), 0));
108*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x01c0 = vmull_s8(vb01c0, va0c0);
109*4bdc9457SAndroid Build Coastguard Worker vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c0);
110*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x23c0 = vmull_s8(vb23c0, va0c0);
111*4bdc9457SAndroid Build Coastguard Worker vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c0);
112*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x45c0 = vmull_s8(vb45c0, va0c0);
113*4bdc9457SAndroid Build Coastguard Worker vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c0);
114*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x67c0 = vmull_s8(vb67c0, va0c0);
115*4bdc9457SAndroid Build Coastguard Worker vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c0);
116*4bdc9457SAndroid Build Coastguard Worker }
117*4bdc9457SAndroid Build Coastguard Worker p -= 1 * sizeof(void*);
118*4bdc9457SAndroid Build Coastguard Worker } while (p != 0);
119*4bdc9457SAndroid Build Coastguard Worker
120*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
121*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x0123 = vpaddq_s32(vacc0x01, vacc0x23);
122*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x4567 = vpaddq_s32(vacc0x45, vacc0x67);
123*4bdc9457SAndroid Build Coastguard Worker #else
124*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x01 = vpadd_s32(vget_low_s32(vacc0x01), vget_high_s32(vacc0x01));
125*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x23 = vpadd_s32(vget_low_s32(vacc0x23), vget_high_s32(vacc0x23));
126*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x0123 = vcombine_s32(vsum0x01, vsum0x23);
127*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x45 = vpadd_s32(vget_low_s32(vacc0x45), vget_high_s32(vacc0x45));
128*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x67 = vpadd_s32(vget_low_s32(vacc0x67), vget_high_s32(vacc0x67));
129*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x4567 = vcombine_s32(vsum0x45, vsum0x67);
130*4bdc9457SAndroid Build Coastguard Worker #endif
131*4bdc9457SAndroid Build Coastguard Worker
132*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vright_pre_shift = vld1q_dup_s32(¶ms->rndnu_neon.right_pre_shift);
133*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vmultiplier = vld1q_dup_s32(¶ms->rndnu_neon.multiplier);
134*4bdc9457SAndroid Build Coastguard Worker const int32x4_t vright_post_shift = vld1q_dup_s32(¶ms->rndnu_neon.right_post_shift);
135*4bdc9457SAndroid Build Coastguard Worker
136*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vqshlq_s32(vacc0x0123, vright_pre_shift);
137*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vqshlq_s32(vacc0x4567, vright_pre_shift);
138*4bdc9457SAndroid Build Coastguard Worker
139*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vqdmulhq_s32(vacc0x0123, vmultiplier);
140*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vqdmulhq_s32(vacc0x4567, vmultiplier);
141*4bdc9457SAndroid Build Coastguard Worker
142*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vrshlq_s32(vacc0x0123, vright_post_shift);
143*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vrshlq_s32(vacc0x4567, vright_post_shift);
144*4bdc9457SAndroid Build Coastguard Worker
145*4bdc9457SAndroid Build Coastguard Worker const int16x8_t voutput_zero_point = vld1q_dup_s16(¶ms->rndnu_neon.output_zero_point);
146*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
147*4bdc9457SAndroid Build Coastguard Worker int16x8_t vacc0x01234567 = vqmovn_high_s32(vqmovn_s32(vacc0x0123), 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 #else
153*4bdc9457SAndroid Build Coastguard Worker int16x8_t vacc0x01234567 = vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567));
154*4bdc9457SAndroid Build Coastguard Worker
155*4bdc9457SAndroid Build Coastguard Worker vacc0x01234567 = vqaddq_s16(vacc0x01234567, voutput_zero_point);
156*4bdc9457SAndroid Build Coastguard Worker
157*4bdc9457SAndroid Build Coastguard Worker int8x8_t vout0x01234567 = vqmovn_s16(vacc0x01234567);
158*4bdc9457SAndroid Build Coastguard Worker #endif
159*4bdc9457SAndroid Build Coastguard Worker
160*4bdc9457SAndroid Build Coastguard Worker const int8x8_t voutput_min = vld1_dup_s8(¶ms->rndnu_neon.output_min);
161*4bdc9457SAndroid Build Coastguard Worker vout0x01234567 = vmax_s8(vout0x01234567, voutput_min);
162*4bdc9457SAndroid Build Coastguard Worker
163*4bdc9457SAndroid Build Coastguard Worker const int8x8_t voutput_max = vld1_dup_s8(¶ms->rndnu_neon.output_max);
164*4bdc9457SAndroid Build Coastguard Worker vout0x01234567 = vmin_s8(vout0x01234567, voutput_max);
165*4bdc9457SAndroid Build Coastguard Worker
166*4bdc9457SAndroid Build Coastguard Worker if (nc >= 8) {
167*4bdc9457SAndroid Build Coastguard Worker vst1_s8(c0 + 0, vout0x01234567);
168*4bdc9457SAndroid Build Coastguard Worker
169*4bdc9457SAndroid Build Coastguard Worker c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
170*4bdc9457SAndroid Build Coastguard Worker
171*4bdc9457SAndroid Build Coastguard Worker a = (const int8_t**restrict) ((uintptr_t) a - ks);
172*4bdc9457SAndroid Build Coastguard Worker
173*4bdc9457SAndroid Build Coastguard Worker nc -= 8;
174*4bdc9457SAndroid Build Coastguard Worker } else {
175*4bdc9457SAndroid Build Coastguard Worker if (nc & 4) {
176*4bdc9457SAndroid Build Coastguard Worker vst1_lane_u32((void*) c0, vreinterpret_u32_s8(vout0x01234567), 0); c0 += 4;
177*4bdc9457SAndroid Build Coastguard Worker vout0x01234567 = vext_s8(vout0x01234567, vout0x01234567, 4);
178*4bdc9457SAndroid Build Coastguard Worker }
179*4bdc9457SAndroid Build Coastguard Worker if (nc & 2) {
180*4bdc9457SAndroid Build Coastguard Worker vst1_lane_u16((void*) c0, vreinterpret_u16_s8(vout0x01234567), 0); c0 += 2;
181*4bdc9457SAndroid Build Coastguard Worker vout0x01234567 = vext_s8(vout0x01234567, vout0x01234567, 2);
182*4bdc9457SAndroid Build Coastguard Worker }
183*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
184*4bdc9457SAndroid Build Coastguard Worker vst1_lane_s8(c0, vout0x01234567, 0);
185*4bdc9457SAndroid Build Coastguard Worker }
186*4bdc9457SAndroid Build Coastguard Worker
187*4bdc9457SAndroid Build Coastguard Worker nc = 0;
188*4bdc9457SAndroid Build Coastguard Worker }
189*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
190*4bdc9457SAndroid Build Coastguard Worker }
191