1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/qs8-gemm/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/intrinsics-polyfill.h>
16*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
17*4bdc9457SAndroid Build Coastguard Worker
18*4bdc9457SAndroid Build Coastguard Worker
xnn_qc8_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_dup(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_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])19*4bdc9457SAndroid Build Coastguard Worker void xnn_qc8_gemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_dup(
20*4bdc9457SAndroid Build Coastguard Worker size_t mr,
21*4bdc9457SAndroid Build Coastguard Worker size_t nc,
22*4bdc9457SAndroid Build Coastguard Worker size_t kc,
23*4bdc9457SAndroid Build Coastguard Worker const int8_t* restrict a,
24*4bdc9457SAndroid Build Coastguard Worker size_t a_stride,
25*4bdc9457SAndroid Build Coastguard Worker const void* restrict w,
26*4bdc9457SAndroid Build Coastguard Worker int8_t* restrict c,
27*4bdc9457SAndroid Build Coastguard Worker size_t cm_stride,
28*4bdc9457SAndroid Build Coastguard Worker size_t cn_stride,
29*4bdc9457SAndroid Build Coastguard Worker const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
30*4bdc9457SAndroid Build Coastguard Worker {
31*4bdc9457SAndroid Build Coastguard Worker assert(mr != 0);
32*4bdc9457SAndroid Build Coastguard Worker assert(mr <= 2);
33*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0);
34*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0);
35*4bdc9457SAndroid Build Coastguard Worker assert(kc % sizeof(int8_t) == 0);
36*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL);
37*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL);
38*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL);
39*4bdc9457SAndroid Build Coastguard Worker
40*4bdc9457SAndroid Build Coastguard Worker kc = round_up_po2(kc, 4 * sizeof(int8_t));
41*4bdc9457SAndroid Build Coastguard Worker const int8_t* a0 = a;
42*4bdc9457SAndroid Build Coastguard Worker int8_t* c0 = c;
43*4bdc9457SAndroid Build Coastguard Worker const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride);
44*4bdc9457SAndroid Build Coastguard Worker int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
45*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr != 2) {
46*4bdc9457SAndroid Build Coastguard Worker a1 = a0;
47*4bdc9457SAndroid Build Coastguard Worker c1 = c0;
48*4bdc9457SAndroid Build Coastguard Worker }
49*4bdc9457SAndroid Build Coastguard Worker
50*4bdc9457SAndroid Build Coastguard Worker do {
51*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));
52*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));
53*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));
54*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));
55*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc1x01 = vacc0x01;
56*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc1x23 = vacc0x23;
57*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc1x45 = vacc0x45;
58*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc1x67 = vacc0x67;
59*4bdc9457SAndroid Build Coastguard Worker
60*4bdc9457SAndroid Build Coastguard Worker size_t k = kc;
61*4bdc9457SAndroid Build Coastguard Worker
62*4bdc9457SAndroid Build Coastguard Worker while (k >= 16 * sizeof(int8_t)) {
63*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0x0 = vld1_s8(a0); a0 += 8;
64*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0x1 = vld1_s8(a0); a0 += 8;
65*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1x0 = vld1_s8(a1); a1 += 8;
66*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1x1 = vld1_s8(a1); a1 += 8;
67*4bdc9457SAndroid Build Coastguard Worker
68*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c0x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
69*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c0x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
70*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c0x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
71*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c0x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
72*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c1x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
73*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c1x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
74*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c1x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
75*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c1x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
76*4bdc9457SAndroid Build Coastguard Worker
77*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c0x0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0x0), 0));
78*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c0x1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0x1), 0));
79*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1c0x0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1x0), 0));
80*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1c0x1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1x1), 0));
81*4bdc9457SAndroid Build Coastguard Worker
82*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod0x01c0 = vmull_s8(vb01c0x0, va0c0x0);
83*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod1x01c0 = vmull_s8(vb01c0x0, va1c0x0);
84*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c0x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
85*4bdc9457SAndroid Build Coastguard Worker vprod0x01c0 = vmlal_s8(vprod0x01c0, vb01c0x1, va0c0x1);
86*4bdc9457SAndroid Build Coastguard Worker vprod1x01c0 = vmlal_s8(vprod1x01c0, vb01c0x1, va1c0x1);
87*4bdc9457SAndroid Build Coastguard Worker vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c0);
88*4bdc9457SAndroid Build Coastguard Worker vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c0);
89*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod0x23c0 = vmull_s8(vb23c0x0, va0c0x0);
90*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod1x23c0 = vmull_s8(vb23c0x0, va1c0x0);
91*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c0x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
92*4bdc9457SAndroid Build Coastguard Worker vprod0x23c0 = vmlal_s8(vprod0x23c0, vb23c0x1, va0c0x1);
93*4bdc9457SAndroid Build Coastguard Worker vprod1x23c0 = vmlal_s8(vprod1x23c0, vb23c0x1, va1c0x1);
94*4bdc9457SAndroid Build Coastguard Worker vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c0);
95*4bdc9457SAndroid Build Coastguard Worker vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c0);
96*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod0x45c0 = vmull_s8(vb45c0x0, va0c0x0);
97*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod1x45c0 = vmull_s8(vb45c0x0, va1c0x0);
98*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c0x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
99*4bdc9457SAndroid Build Coastguard Worker vprod0x45c0 = vmlal_s8(vprod0x45c0, vb45c0x1, va0c0x1);
100*4bdc9457SAndroid Build Coastguard Worker vprod1x45c0 = vmlal_s8(vprod1x45c0, vb45c0x1, va1c0x1);
101*4bdc9457SAndroid Build Coastguard Worker vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c0);
102*4bdc9457SAndroid Build Coastguard Worker vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c0);
103*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod0x67c0 = vmull_s8(vb67c0x0, va0c0x0);
104*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod1x67c0 = vmull_s8(vb67c0x0, va1c0x0);
105*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c0x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
106*4bdc9457SAndroid Build Coastguard Worker vprod0x67c0 = vmlal_s8(vprod0x67c0, vb67c0x1, va0c0x1);
107*4bdc9457SAndroid Build Coastguard Worker vprod1x67c0 = vmlal_s8(vprod1x67c0, vb67c0x1, va1c0x1);
108*4bdc9457SAndroid Build Coastguard Worker vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c0);
109*4bdc9457SAndroid Build Coastguard Worker vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c0);
110*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c1x0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0x0), 1));
111*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c1x1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0x1), 1));
112*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1c1x0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1x0), 1));
113*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1c1x1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1x1), 1));
114*4bdc9457SAndroid Build Coastguard Worker
115*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod0x01c1 = vmull_s8(vb01c1x0, va0c1x0);
116*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod1x01c1 = vmull_s8(vb01c1x0, va1c1x0);
117*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c1x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
118*4bdc9457SAndroid Build Coastguard Worker vprod0x01c1 = vmlal_s8(vprod0x01c1, vb01c1x1, va0c1x1);
119*4bdc9457SAndroid Build Coastguard Worker vprod1x01c1 = vmlal_s8(vprod1x01c1, vb01c1x1, va1c1x1);
120*4bdc9457SAndroid Build Coastguard Worker vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c1);
121*4bdc9457SAndroid Build Coastguard Worker vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c1);
122*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod0x23c1 = vmull_s8(vb23c1x0, va0c1x0);
123*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod1x23c1 = vmull_s8(vb23c1x0, va1c1x0);
124*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c1x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
125*4bdc9457SAndroid Build Coastguard Worker vprod0x23c1 = vmlal_s8(vprod0x23c1, vb23c1x1, va0c1x1);
126*4bdc9457SAndroid Build Coastguard Worker vprod1x23c1 = vmlal_s8(vprod1x23c1, vb23c1x1, va1c1x1);
127*4bdc9457SAndroid Build Coastguard Worker vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c1);
128*4bdc9457SAndroid Build Coastguard Worker vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c1);
129*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod0x45c1 = vmull_s8(vb45c1x0, va0c1x0);
130*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod1x45c1 = vmull_s8(vb45c1x0, va1c1x0);
131*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c1x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
132*4bdc9457SAndroid Build Coastguard Worker vprod0x45c1 = vmlal_s8(vprod0x45c1, vb45c1x1, va0c1x1);
133*4bdc9457SAndroid Build Coastguard Worker vprod1x45c1 = vmlal_s8(vprod1x45c1, vb45c1x1, va1c1x1);
134*4bdc9457SAndroid Build Coastguard Worker vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c1);
135*4bdc9457SAndroid Build Coastguard Worker vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c1);
136*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod0x67c1 = vmull_s8(vb67c1x0, va0c1x0);
137*4bdc9457SAndroid Build Coastguard Worker int16x8_t vprod1x67c1 = vmull_s8(vb67c1x0, va1c1x0);
138*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c1x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
139*4bdc9457SAndroid Build Coastguard Worker vprod0x67c1 = vmlal_s8(vprod0x67c1, vb67c1x1, va0c1x1);
140*4bdc9457SAndroid Build Coastguard Worker vprod1x67c1 = vmlal_s8(vprod1x67c1, vb67c1x1, va1c1x1);
141*4bdc9457SAndroid Build Coastguard Worker vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c1);
142*4bdc9457SAndroid Build Coastguard Worker vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c1);
143*4bdc9457SAndroid Build Coastguard Worker
144*4bdc9457SAndroid Build Coastguard Worker k -= 16 * sizeof(int8_t);
145*4bdc9457SAndroid Build Coastguard Worker }
146*4bdc9457SAndroid Build Coastguard Worker
147*4bdc9457SAndroid Build Coastguard Worker if (k >= 8 * sizeof(int8_t)) {
148*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0 = vld1_s8(a0); a0 += 8;
149*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1 = vld1_s8(a1); a1 += 8;
150*4bdc9457SAndroid Build Coastguard Worker
151*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
152*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
153*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
154*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
155*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
156*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
157*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
158*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
159*4bdc9457SAndroid Build Coastguard Worker
160*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0), 0));
161*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1c0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1), 0));
162*4bdc9457SAndroid Build Coastguard Worker
163*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x01c0 = vmull_s8(vb01c0, va0c0);
164*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x01c0 = vmull_s8(vb01c0, va1c0);
165*4bdc9457SAndroid Build Coastguard Worker vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c0);
166*4bdc9457SAndroid Build Coastguard Worker vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c0);
167*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x23c0 = vmull_s8(vb23c0, va0c0);
168*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x23c0 = vmull_s8(vb23c0, va1c0);
169*4bdc9457SAndroid Build Coastguard Worker vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c0);
170*4bdc9457SAndroid Build Coastguard Worker vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c0);
171*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x45c0 = vmull_s8(vb45c0, va0c0);
172*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x45c0 = vmull_s8(vb45c0, va1c0);
173*4bdc9457SAndroid Build Coastguard Worker vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c0);
174*4bdc9457SAndroid Build Coastguard Worker vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c0);
175*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x67c0 = vmull_s8(vb67c0, va0c0);
176*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x67c0 = vmull_s8(vb67c0, va1c0);
177*4bdc9457SAndroid Build Coastguard Worker vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c0);
178*4bdc9457SAndroid Build Coastguard Worker vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c0);
179*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0), 1));
180*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1c1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1), 1));
181*4bdc9457SAndroid Build Coastguard Worker
182*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x01c1 = vmull_s8(vb01c1, va0c1);
183*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x01c1 = vmull_s8(vb01c1, va1c1);
184*4bdc9457SAndroid Build Coastguard Worker vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c1);
185*4bdc9457SAndroid Build Coastguard Worker vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c1);
186*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x23c1 = vmull_s8(vb23c1, va0c1);
187*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x23c1 = vmull_s8(vb23c1, va1c1);
188*4bdc9457SAndroid Build Coastguard Worker vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c1);
189*4bdc9457SAndroid Build Coastguard Worker vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c1);
190*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x45c1 = vmull_s8(vb45c1, va0c1);
191*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x45c1 = vmull_s8(vb45c1, va1c1);
192*4bdc9457SAndroid Build Coastguard Worker vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c1);
193*4bdc9457SAndroid Build Coastguard Worker vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c1);
194*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x67c1 = vmull_s8(vb67c1, va0c1);
195*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x67c1 = vmull_s8(vb67c1, va1c1);
196*4bdc9457SAndroid Build Coastguard Worker vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c1);
197*4bdc9457SAndroid Build Coastguard Worker vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c1);
198*4bdc9457SAndroid Build Coastguard Worker
199*4bdc9457SAndroid Build Coastguard Worker k -= 8 * sizeof(int8_t);
200*4bdc9457SAndroid Build Coastguard Worker }
201*4bdc9457SAndroid Build Coastguard Worker
202*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(k != 0) {
203*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0 = vld1_s8(a0); a0 = (const int8_t*) ((uintptr_t) a0 + k);
204*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1 = vld1_s8(a1); a1 = (const int8_t*) ((uintptr_t) a1 + k);
205*4bdc9457SAndroid Build Coastguard Worker
206*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb01c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
207*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb23c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
208*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb45c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
209*4bdc9457SAndroid Build Coastguard Worker const int8x8_t vb67c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
210*4bdc9457SAndroid Build Coastguard Worker
211*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va0c0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0), 0));
212*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x01c0 = vmull_s8(vb01c0, va0c0);
213*4bdc9457SAndroid Build Coastguard Worker vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c0);
214*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x23c0 = vmull_s8(vb23c0, va0c0);
215*4bdc9457SAndroid Build Coastguard Worker vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c0);
216*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x45c0 = vmull_s8(vb45c0, va0c0);
217*4bdc9457SAndroid Build Coastguard Worker vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c0);
218*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod0x67c0 = vmull_s8(vb67c0, va0c0);
219*4bdc9457SAndroid Build Coastguard Worker vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c0);
220*4bdc9457SAndroid Build Coastguard Worker const int8x8_t va1c0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1), 0));
221*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x01c0 = vmull_s8(vb01c0, va1c0);
222*4bdc9457SAndroid Build Coastguard Worker vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c0);
223*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x23c0 = vmull_s8(vb23c0, va1c0);
224*4bdc9457SAndroid Build Coastguard Worker vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c0);
225*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x45c0 = vmull_s8(vb45c0, va1c0);
226*4bdc9457SAndroid Build Coastguard Worker vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c0);
227*4bdc9457SAndroid Build Coastguard Worker const int16x8_t vprod1x67c0 = vmull_s8(vb67c0, va1c0);
228*4bdc9457SAndroid Build Coastguard Worker vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c0);
229*4bdc9457SAndroid Build Coastguard Worker }
230*4bdc9457SAndroid Build Coastguard Worker
231*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
232*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x0123 = vpaddq_s32(vacc0x01, vacc0x23);
233*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x4567 = vpaddq_s32(vacc0x45, vacc0x67);
234*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc1x0123 = vpaddq_s32(vacc1x01, vacc1x23);
235*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc1x4567 = vpaddq_s32(vacc1x45, vacc1x67);
236*4bdc9457SAndroid Build Coastguard Worker #else
237*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x01 = vpadd_s32(vget_low_s32(vacc0x01), vget_high_s32(vacc0x01));
238*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x23 = vpadd_s32(vget_low_s32(vacc0x23), vget_high_s32(vacc0x23));
239*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x0123 = vcombine_s32(vsum0x01, vsum0x23);
240*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x45 = vpadd_s32(vget_low_s32(vacc0x45), vget_high_s32(vacc0x45));
241*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum0x67 = vpadd_s32(vget_low_s32(vacc0x67), vget_high_s32(vacc0x67));
242*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc0x4567 = vcombine_s32(vsum0x45, vsum0x67);
243*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum1x01 = vpadd_s32(vget_low_s32(vacc1x01), vget_high_s32(vacc1x01));
244*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum1x23 = vpadd_s32(vget_low_s32(vacc1x23), vget_high_s32(vacc1x23));
245*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc1x0123 = vcombine_s32(vsum1x01, vsum1x23);
246*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum1x45 = vpadd_s32(vget_low_s32(vacc1x45), vget_high_s32(vacc1x45));
247*4bdc9457SAndroid Build Coastguard Worker const int32x2_t vsum1x67 = vpadd_s32(vget_low_s32(vacc1x67), vget_high_s32(vacc1x67));
248*4bdc9457SAndroid Build Coastguard Worker int32x4_t vacc1x4567 = vcombine_s32(vsum1x45, vsum1x67);
249*4bdc9457SAndroid Build Coastguard Worker #endif
250*4bdc9457SAndroid Build Coastguard Worker
251*4bdc9457SAndroid Build Coastguard Worker float32x4_t vfpacc0x0123 = vcvtq_f32_s32(vacc0x0123);
252*4bdc9457SAndroid Build Coastguard Worker float32x4_t vfpacc0x4567 = vcvtq_f32_s32(vacc0x4567);
253*4bdc9457SAndroid Build Coastguard Worker float32x4_t vfpacc1x0123 = vcvtq_f32_s32(vacc1x0123);
254*4bdc9457SAndroid Build Coastguard Worker float32x4_t vfpacc1x4567 = vcvtq_f32_s32(vacc1x4567);
255*4bdc9457SAndroid Build Coastguard Worker
256*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vscale0123 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
257*4bdc9457SAndroid Build Coastguard Worker vfpacc0x0123 = vmulq_f32(vfpacc0x0123, vscale0123);
258*4bdc9457SAndroid Build Coastguard Worker vfpacc1x0123 = vmulq_f32(vfpacc1x0123, vscale0123);
259*4bdc9457SAndroid Build Coastguard Worker const float32x4_t vscale4567 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
260*4bdc9457SAndroid Build Coastguard Worker vfpacc0x4567 = vmulq_f32(vfpacc0x4567, vscale4567);
261*4bdc9457SAndroid Build Coastguard Worker vfpacc1x4567 = vmulq_f32(vfpacc1x4567, vscale4567);
262*4bdc9457SAndroid Build Coastguard Worker
263*4bdc9457SAndroid Build Coastguard Worker vacc0x0123 = vcvtnq_s32_f32(vfpacc0x0123);
264*4bdc9457SAndroid Build Coastguard Worker vacc0x4567 = vcvtnq_s32_f32(vfpacc0x4567);
265*4bdc9457SAndroid Build Coastguard Worker vacc1x0123 = vcvtnq_s32_f32(vfpacc1x0123);
266*4bdc9457SAndroid Build Coastguard Worker vacc1x4567 = vcvtnq_s32_f32(vfpacc1x4567);
267*4bdc9457SAndroid Build Coastguard Worker
268*4bdc9457SAndroid Build Coastguard Worker const int16x8_t voutput_zero_point = vld1q_dup_s16(¶ms->fp32_neonv8.output_zero_point);
269*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
270*4bdc9457SAndroid Build Coastguard Worker int16x8_t vacc0x01234567 = vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567);
271*4bdc9457SAndroid Build Coastguard Worker int16x8_t vacc1x01234567 = vqmovn_high_s32(vqmovn_s32(vacc1x0123), vacc1x4567);
272*4bdc9457SAndroid Build Coastguard Worker
273*4bdc9457SAndroid Build Coastguard Worker vacc0x01234567 = vqaddq_s16(vacc0x01234567, voutput_zero_point);
274*4bdc9457SAndroid Build Coastguard Worker vacc1x01234567 = vqaddq_s16(vacc1x01234567, voutput_zero_point);
275*4bdc9457SAndroid Build Coastguard Worker
276*4bdc9457SAndroid Build Coastguard Worker int8x16_t vout0x01234567_1x01234567 = vqmovn_high_s16(vqmovn_s16(vacc0x01234567), vacc1x01234567);
277*4bdc9457SAndroid Build Coastguard Worker #else
278*4bdc9457SAndroid Build Coastguard Worker int16x8_t vacc0x01234567 = vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567));
279*4bdc9457SAndroid Build Coastguard Worker int16x8_t vacc1x01234567 = vcombine_s16(vqmovn_s32(vacc1x0123), vqmovn_s32(vacc1x4567));
280*4bdc9457SAndroid Build Coastguard Worker
281*4bdc9457SAndroid Build Coastguard Worker vacc0x01234567 = vqaddq_s16(vacc0x01234567, voutput_zero_point);
282*4bdc9457SAndroid Build Coastguard Worker vacc1x01234567 = vqaddq_s16(vacc1x01234567, voutput_zero_point);
283*4bdc9457SAndroid Build Coastguard Worker
284*4bdc9457SAndroid Build Coastguard Worker int8x16_t vout0x01234567_1x01234567 = vcombine_s8(vqmovn_s16(vacc0x01234567), vqmovn_s16(vacc1x01234567));
285*4bdc9457SAndroid Build Coastguard Worker #endif
286*4bdc9457SAndroid Build Coastguard Worker
287*4bdc9457SAndroid Build Coastguard Worker const int8x16_t voutput_min = vld1q_dup_s8(¶ms->fp32_neonv8.output_min);
288*4bdc9457SAndroid Build Coastguard Worker vout0x01234567_1x01234567 = vmaxq_s8(vout0x01234567_1x01234567, voutput_min);
289*4bdc9457SAndroid Build Coastguard Worker
290*4bdc9457SAndroid Build Coastguard Worker const int8x16_t voutput_max = vld1q_dup_s8(¶ms->fp32_neonv8.output_max);
291*4bdc9457SAndroid Build Coastguard Worker vout0x01234567_1x01234567 = vminq_s8(vout0x01234567_1x01234567, voutput_max);
292*4bdc9457SAndroid Build Coastguard Worker
293*4bdc9457SAndroid Build Coastguard Worker if (nc >= 8) {
294*4bdc9457SAndroid Build Coastguard Worker vst1_s8(c0 + 0, vget_low_s8(vout0x01234567_1x01234567));
295*4bdc9457SAndroid Build Coastguard Worker vst1_s8(c1 + 0, vget_high_s8(vout0x01234567_1x01234567));
296*4bdc9457SAndroid Build Coastguard Worker
297*4bdc9457SAndroid Build Coastguard Worker c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
298*4bdc9457SAndroid Build Coastguard Worker c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
299*4bdc9457SAndroid Build Coastguard Worker
300*4bdc9457SAndroid Build Coastguard Worker a0 = (const int8_t*) ((uintptr_t) a0 - kc);
301*4bdc9457SAndroid Build Coastguard Worker a1 = (const int8_t*) ((uintptr_t) a1 - kc);
302*4bdc9457SAndroid Build Coastguard Worker
303*4bdc9457SAndroid Build Coastguard Worker nc -= 8;
304*4bdc9457SAndroid Build Coastguard Worker } else {
305*4bdc9457SAndroid Build Coastguard Worker // Final case where not all of the 8 columns fit in the destination.
306*4bdc9457SAndroid Build Coastguard Worker if (nc & 4) {
307*4bdc9457SAndroid Build Coastguard Worker vst1q_lane_u32((void*) c0, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 0); c0 += 4;
308*4bdc9457SAndroid Build Coastguard Worker vst1q_lane_u32((void*) c1, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 2); c1 += 4;
309*4bdc9457SAndroid Build Coastguard Worker vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 4);
310*4bdc9457SAndroid Build Coastguard Worker }
311*4bdc9457SAndroid Build Coastguard Worker if (nc & 2) {
312*4bdc9457SAndroid Build Coastguard Worker vst1q_lane_u16((void*) c0, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 0); c0 += 2;
313*4bdc9457SAndroid Build Coastguard Worker vst1q_lane_u16((void*) c1, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 4); c1 += 2;
314*4bdc9457SAndroid Build Coastguard Worker vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 2);
315*4bdc9457SAndroid Build Coastguard Worker }
316*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
317*4bdc9457SAndroid Build Coastguard Worker vst1q_lane_s8(c0, vout0x01234567_1x01234567, 0);
318*4bdc9457SAndroid Build Coastguard Worker vst1q_lane_s8(c1, vout0x01234567_1x01234567, 8);
319*4bdc9457SAndroid Build Coastguard Worker }
320*4bdc9457SAndroid Build Coastguard Worker
321*4bdc9457SAndroid Build Coastguard Worker nc = 0;
322*4bdc9457SAndroid Build Coastguard Worker }
323*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
324*4bdc9457SAndroid Build Coastguard Worker }
325