xref: /aosp_15_r20/external/XNNPACK/src/qs8-igemm/gen/2x8c4-minmax-fp32-neon-mlal-dup.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
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_fp32_ukernel_2x8c4__neon_mlal_dup(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_fp32_ukernel_2x8c4__neon_mlal_dup(
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 <= 2);
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 % (2 * 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   int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
46*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNPREDICTABLE(mr != 2) {
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 p = ks;
61*4bdc9457SAndroid Build Coastguard Worker     do {
62*4bdc9457SAndroid Build Coastguard Worker       const int8_t* restrict a0 = a[0];
63*4bdc9457SAndroid Build Coastguard Worker       if XNN_UNPREDICTABLE(a0 != zero) {
64*4bdc9457SAndroid Build Coastguard Worker         a0 = (const int8_t*) ((uintptr_t) a0 + a_offset);
65*4bdc9457SAndroid Build Coastguard Worker       }
66*4bdc9457SAndroid Build Coastguard Worker       const int8_t* restrict a1 = a[1];
67*4bdc9457SAndroid Build Coastguard Worker       if XNN_UNPREDICTABLE(a1 != zero) {
68*4bdc9457SAndroid Build Coastguard Worker         a1 = (const int8_t*) ((uintptr_t) a1 + a_offset);
69*4bdc9457SAndroid Build Coastguard Worker       }
70*4bdc9457SAndroid Build Coastguard Worker       a += 2;
71*4bdc9457SAndroid Build Coastguard Worker 
72*4bdc9457SAndroid Build Coastguard Worker       size_t k = kc;
73*4bdc9457SAndroid Build Coastguard Worker 
74*4bdc9457SAndroid Build Coastguard Worker       while (k >= 16 * sizeof(int8_t)) {
75*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0x0 = vld1_s8(a0); a0 += 8;
76*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0x1 = vld1_s8(a0); a0 += 8;
77*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1x0 = vld1_s8(a1); a1 += 8;
78*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1x1 = vld1_s8(a1); a1 += 8;
79*4bdc9457SAndroid Build Coastguard Worker 
80*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb01c0x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
81*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb23c0x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
82*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb45c0x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
83*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb67c0x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
84*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb01c1x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
85*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb23c1x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
86*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb45c1x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
87*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb67c1x0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
88*4bdc9457SAndroid Build Coastguard Worker 
89*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0c0x0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0x0), 0));
90*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0c0x1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0x1), 0));
91*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1c0x0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1x0), 0));
92*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1c0x1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1x1), 0));
93*4bdc9457SAndroid Build Coastguard Worker 
94*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod0x01c0 = vmull_s8(vb01c0x0, va0c0x0);
95*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod1x01c0 = vmull_s8(vb01c0x0, va1c0x0);
96*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb01c0x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
97*4bdc9457SAndroid Build Coastguard Worker         vprod0x01c0 = vmlal_s8(vprod0x01c0, vb01c0x1, va0c0x1);
98*4bdc9457SAndroid Build Coastguard Worker         vprod1x01c0 = vmlal_s8(vprod1x01c0, vb01c0x1, va1c0x1);
99*4bdc9457SAndroid Build Coastguard Worker         vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c0);
100*4bdc9457SAndroid Build Coastguard Worker         vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c0);
101*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod0x23c0 = vmull_s8(vb23c0x0, va0c0x0);
102*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod1x23c0 = vmull_s8(vb23c0x0, va1c0x0);
103*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb23c0x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
104*4bdc9457SAndroid Build Coastguard Worker         vprod0x23c0 = vmlal_s8(vprod0x23c0, vb23c0x1, va0c0x1);
105*4bdc9457SAndroid Build Coastguard Worker         vprod1x23c0 = vmlal_s8(vprod1x23c0, vb23c0x1, va1c0x1);
106*4bdc9457SAndroid Build Coastguard Worker         vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c0);
107*4bdc9457SAndroid Build Coastguard Worker         vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c0);
108*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod0x45c0 = vmull_s8(vb45c0x0, va0c0x0);
109*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod1x45c0 = vmull_s8(vb45c0x0, va1c0x0);
110*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb45c0x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
111*4bdc9457SAndroid Build Coastguard Worker         vprod0x45c0 = vmlal_s8(vprod0x45c0, vb45c0x1, va0c0x1);
112*4bdc9457SAndroid Build Coastguard Worker         vprod1x45c0 = vmlal_s8(vprod1x45c0, vb45c0x1, va1c0x1);
113*4bdc9457SAndroid Build Coastguard Worker         vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c0);
114*4bdc9457SAndroid Build Coastguard Worker         vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c0);
115*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod0x67c0 = vmull_s8(vb67c0x0, va0c0x0);
116*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod1x67c0 = vmull_s8(vb67c0x0, va1c0x0);
117*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb67c0x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
118*4bdc9457SAndroid Build Coastguard Worker         vprod0x67c0 = vmlal_s8(vprod0x67c0, vb67c0x1, va0c0x1);
119*4bdc9457SAndroid Build Coastguard Worker         vprod1x67c0 = vmlal_s8(vprod1x67c0, vb67c0x1, va1c0x1);
120*4bdc9457SAndroid Build Coastguard Worker         vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c0);
121*4bdc9457SAndroid Build Coastguard Worker         vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c0);
122*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0c1x0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0x0), 1));
123*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0c1x1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0x1), 1));
124*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1c1x0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1x0), 1));
125*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1c1x1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1x1), 1));
126*4bdc9457SAndroid Build Coastguard Worker 
127*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod0x01c1 = vmull_s8(vb01c1x0, va0c1x0);
128*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod1x01c1 = vmull_s8(vb01c1x0, va1c1x0);
129*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb01c1x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
130*4bdc9457SAndroid Build Coastguard Worker         vprod0x01c1 = vmlal_s8(vprod0x01c1, vb01c1x1, va0c1x1);
131*4bdc9457SAndroid Build Coastguard Worker         vprod1x01c1 = vmlal_s8(vprod1x01c1, vb01c1x1, va1c1x1);
132*4bdc9457SAndroid Build Coastguard Worker         vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c1);
133*4bdc9457SAndroid Build Coastguard Worker         vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c1);
134*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod0x23c1 = vmull_s8(vb23c1x0, va0c1x0);
135*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod1x23c1 = vmull_s8(vb23c1x0, va1c1x0);
136*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb23c1x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
137*4bdc9457SAndroid Build Coastguard Worker         vprod0x23c1 = vmlal_s8(vprod0x23c1, vb23c1x1, va0c1x1);
138*4bdc9457SAndroid Build Coastguard Worker         vprod1x23c1 = vmlal_s8(vprod1x23c1, vb23c1x1, va1c1x1);
139*4bdc9457SAndroid Build Coastguard Worker         vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c1);
140*4bdc9457SAndroid Build Coastguard Worker         vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c1);
141*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod0x45c1 = vmull_s8(vb45c1x0, va0c1x0);
142*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod1x45c1 = vmull_s8(vb45c1x0, va1c1x0);
143*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb45c1x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
144*4bdc9457SAndroid Build Coastguard Worker         vprod0x45c1 = vmlal_s8(vprod0x45c1, vb45c1x1, va0c1x1);
145*4bdc9457SAndroid Build Coastguard Worker         vprod1x45c1 = vmlal_s8(vprod1x45c1, vb45c1x1, va1c1x1);
146*4bdc9457SAndroid Build Coastguard Worker         vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c1);
147*4bdc9457SAndroid Build Coastguard Worker         vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c1);
148*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod0x67c1 = vmull_s8(vb67c1x0, va0c1x0);
149*4bdc9457SAndroid Build Coastguard Worker         int16x8_t vprod1x67c1 = vmull_s8(vb67c1x0, va1c1x0);
150*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb67c1x1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
151*4bdc9457SAndroid Build Coastguard Worker         vprod0x67c1 = vmlal_s8(vprod0x67c1, vb67c1x1, va0c1x1);
152*4bdc9457SAndroid Build Coastguard Worker         vprod1x67c1 = vmlal_s8(vprod1x67c1, vb67c1x1, va1c1x1);
153*4bdc9457SAndroid Build Coastguard Worker         vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c1);
154*4bdc9457SAndroid Build Coastguard Worker         vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c1);
155*4bdc9457SAndroid Build Coastguard Worker 
156*4bdc9457SAndroid Build Coastguard Worker         k -= 16 * sizeof(int8_t);
157*4bdc9457SAndroid Build Coastguard Worker       }
158*4bdc9457SAndroid Build Coastguard Worker 
159*4bdc9457SAndroid Build Coastguard Worker       if (k >= 8 * sizeof(int8_t)) {
160*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0 = vld1_s8(a0); a0 += 8;
161*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1 = vld1_s8(a1); a1 += 8;
162*4bdc9457SAndroid Build Coastguard Worker 
163*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb01c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
164*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb23c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
165*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb45c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
166*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb67c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
167*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb01c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
168*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb23c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
169*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb45c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
170*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb67c1 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
171*4bdc9457SAndroid Build Coastguard Worker 
172*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0c0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0), 0));
173*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1c0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1), 0));
174*4bdc9457SAndroid Build Coastguard Worker 
175*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x01c0 = vmull_s8(vb01c0, va0c0);
176*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x01c0 = vmull_s8(vb01c0, va1c0);
177*4bdc9457SAndroid Build Coastguard Worker         vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c0);
178*4bdc9457SAndroid Build Coastguard Worker         vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c0);
179*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x23c0 = vmull_s8(vb23c0, va0c0);
180*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x23c0 = vmull_s8(vb23c0, va1c0);
181*4bdc9457SAndroid Build Coastguard Worker         vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c0);
182*4bdc9457SAndroid Build Coastguard Worker         vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c0);
183*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x45c0 = vmull_s8(vb45c0, va0c0);
184*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x45c0 = vmull_s8(vb45c0, va1c0);
185*4bdc9457SAndroid Build Coastguard Worker         vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c0);
186*4bdc9457SAndroid Build Coastguard Worker         vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c0);
187*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x67c0 = vmull_s8(vb67c0, va0c0);
188*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x67c0 = vmull_s8(vb67c0, va1c0);
189*4bdc9457SAndroid Build Coastguard Worker         vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c0);
190*4bdc9457SAndroid Build Coastguard Worker         vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c0);
191*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0c1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0), 1));
192*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1c1 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1), 1));
193*4bdc9457SAndroid Build Coastguard Worker 
194*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x01c1 = vmull_s8(vb01c1, va0c1);
195*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x01c1 = vmull_s8(vb01c1, va1c1);
196*4bdc9457SAndroid Build Coastguard Worker         vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c1);
197*4bdc9457SAndroid Build Coastguard Worker         vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c1);
198*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x23c1 = vmull_s8(vb23c1, va0c1);
199*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x23c1 = vmull_s8(vb23c1, va1c1);
200*4bdc9457SAndroid Build Coastguard Worker         vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c1);
201*4bdc9457SAndroid Build Coastguard Worker         vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c1);
202*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x45c1 = vmull_s8(vb45c1, va0c1);
203*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x45c1 = vmull_s8(vb45c1, va1c1);
204*4bdc9457SAndroid Build Coastguard Worker         vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c1);
205*4bdc9457SAndroid Build Coastguard Worker         vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c1);
206*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x67c1 = vmull_s8(vb67c1, va0c1);
207*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x67c1 = vmull_s8(vb67c1, va1c1);
208*4bdc9457SAndroid Build Coastguard Worker         vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c1);
209*4bdc9457SAndroid Build Coastguard Worker         vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c1);
210*4bdc9457SAndroid Build Coastguard Worker 
211*4bdc9457SAndroid Build Coastguard Worker         k -= 8 * sizeof(int8_t);
212*4bdc9457SAndroid Build Coastguard Worker       }
213*4bdc9457SAndroid Build Coastguard Worker 
214*4bdc9457SAndroid Build Coastguard Worker       if XNN_UNLIKELY(k != 0) {
215*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0 = vld1_s8(a0); a0 = (const int8_t*) ((uintptr_t) a0 + k);
216*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1 = vld1_s8(a1); a1 = (const int8_t*) ((uintptr_t) a1 + k);
217*4bdc9457SAndroid Build Coastguard Worker 
218*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb01c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
219*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb23c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
220*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb45c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
221*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb67c0 = vld1_s8(w); w = (const void*) ((uintptr_t) w + 8 * sizeof(int8_t));
222*4bdc9457SAndroid Build Coastguard Worker 
223*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va0c0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va0), 0));
224*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x01c0 = vmull_s8(vb01c0, va0c0);
225*4bdc9457SAndroid Build Coastguard Worker         vacc0x01 = vpadalq_s16(vacc0x01, vprod0x01c0);
226*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x23c0 = vmull_s8(vb23c0, va0c0);
227*4bdc9457SAndroid Build Coastguard Worker         vacc0x23 = vpadalq_s16(vacc0x23, vprod0x23c0);
228*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x45c0 = vmull_s8(vb45c0, va0c0);
229*4bdc9457SAndroid Build Coastguard Worker         vacc0x45 = vpadalq_s16(vacc0x45, vprod0x45c0);
230*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod0x67c0 = vmull_s8(vb67c0, va0c0);
231*4bdc9457SAndroid Build Coastguard Worker         vacc0x67 = vpadalq_s16(vacc0x67, vprod0x67c0);
232*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t va1c0 = vreinterpret_s8_s32(vdup_lane_s32(vreinterpret_s32_s8(va1), 0));
233*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x01c0 = vmull_s8(vb01c0, va1c0);
234*4bdc9457SAndroid Build Coastguard Worker         vacc1x01 = vpadalq_s16(vacc1x01, vprod1x01c0);
235*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x23c0 = vmull_s8(vb23c0, va1c0);
236*4bdc9457SAndroid Build Coastguard Worker         vacc1x23 = vpadalq_s16(vacc1x23, vprod1x23c0);
237*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x45c0 = vmull_s8(vb45c0, va1c0);
238*4bdc9457SAndroid Build Coastguard Worker         vacc1x45 = vpadalq_s16(vacc1x45, vprod1x45c0);
239*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vprod1x67c0 = vmull_s8(vb67c0, va1c0);
240*4bdc9457SAndroid Build Coastguard Worker         vacc1x67 = vpadalq_s16(vacc1x67, vprod1x67c0);
241*4bdc9457SAndroid Build Coastguard Worker       }
242*4bdc9457SAndroid Build Coastguard Worker       p -= 2 * sizeof(void*);
243*4bdc9457SAndroid Build Coastguard Worker     } while (p != 0);
244*4bdc9457SAndroid Build Coastguard Worker 
245*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
246*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0x0123 = vpaddq_s32(vacc0x01, vacc0x23);
247*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0x4567 = vpaddq_s32(vacc0x45, vacc0x67);
248*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc1x0123 = vpaddq_s32(vacc1x01, vacc1x23);
249*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc1x4567 = vpaddq_s32(vacc1x45, vacc1x67);
250*4bdc9457SAndroid Build Coastguard Worker #else
251*4bdc9457SAndroid Build Coastguard Worker     const int32x2_t vsum0x01 = vpadd_s32(vget_low_s32(vacc0x01), vget_high_s32(vacc0x01));
252*4bdc9457SAndroid Build Coastguard Worker     const int32x2_t vsum0x23 = vpadd_s32(vget_low_s32(vacc0x23), vget_high_s32(vacc0x23));
253*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0x0123 = vcombine_s32(vsum0x01, vsum0x23);
254*4bdc9457SAndroid Build Coastguard Worker     const int32x2_t vsum0x45 = vpadd_s32(vget_low_s32(vacc0x45), vget_high_s32(vacc0x45));
255*4bdc9457SAndroid Build Coastguard Worker     const int32x2_t vsum0x67 = vpadd_s32(vget_low_s32(vacc0x67), vget_high_s32(vacc0x67));
256*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0x4567 = vcombine_s32(vsum0x45, vsum0x67);
257*4bdc9457SAndroid Build Coastguard Worker     const int32x2_t vsum1x01 = vpadd_s32(vget_low_s32(vacc1x01), vget_high_s32(vacc1x01));
258*4bdc9457SAndroid Build Coastguard Worker     const int32x2_t vsum1x23 = vpadd_s32(vget_low_s32(vacc1x23), vget_high_s32(vacc1x23));
259*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc1x0123 = vcombine_s32(vsum1x01, vsum1x23);
260*4bdc9457SAndroid Build Coastguard Worker     const int32x2_t vsum1x45 = vpadd_s32(vget_low_s32(vacc1x45), vget_high_s32(vacc1x45));
261*4bdc9457SAndroid Build Coastguard Worker     const int32x2_t vsum1x67 = vpadd_s32(vget_low_s32(vacc1x67), vget_high_s32(vacc1x67));
262*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc1x4567 = vcombine_s32(vsum1x45, vsum1x67);
263*4bdc9457SAndroid Build Coastguard Worker #endif
264*4bdc9457SAndroid Build Coastguard Worker 
265*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc0x0123 = vcvtq_f32_s32(vacc0x0123);
266*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc0x4567 = vcvtq_f32_s32(vacc0x4567);
267*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc1x0123 = vcvtq_f32_s32(vacc1x0123);
268*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc1x4567 = vcvtq_f32_s32(vacc1x4567);
269*4bdc9457SAndroid Build Coastguard Worker 
270*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vscale = vld1q_dup_f32(&params->fp32_neon.scale);
271*4bdc9457SAndroid Build Coastguard Worker     vfpacc0x0123 = vmulq_f32(vfpacc0x0123, vscale);
272*4bdc9457SAndroid Build Coastguard Worker     vfpacc0x4567 = vmulq_f32(vfpacc0x4567, vscale);
273*4bdc9457SAndroid Build Coastguard Worker     vfpacc1x0123 = vmulq_f32(vfpacc1x0123, vscale);
274*4bdc9457SAndroid Build Coastguard Worker     vfpacc1x4567 = vmulq_f32(vfpacc1x4567, vscale);
275*4bdc9457SAndroid Build Coastguard Worker 
276*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vmagic_bias = vld1q_dup_f32(&params->fp32_neon.magic_bias);
277*4bdc9457SAndroid Build Coastguard Worker     vacc0x0123 = vreinterpretq_s32_f32(vaddq_f32(vfpacc0x0123, vmagic_bias));
278*4bdc9457SAndroid Build Coastguard Worker     vacc0x4567 = vreinterpretq_s32_f32(vaddq_f32(vfpacc0x4567, vmagic_bias));
279*4bdc9457SAndroid Build Coastguard Worker     vacc1x0123 = vreinterpretq_s32_f32(vaddq_f32(vfpacc1x0123, vmagic_bias));
280*4bdc9457SAndroid Build Coastguard Worker     vacc1x4567 = vreinterpretq_s32_f32(vaddq_f32(vfpacc1x4567, vmagic_bias));
281*4bdc9457SAndroid Build Coastguard Worker 
282*4bdc9457SAndroid Build Coastguard Worker     const int32x4_t vmagic_bias_less_output_zero_point = vld1q_dup_s32(&params->fp32_neon.magic_bias_less_output_zero_point);
283*4bdc9457SAndroid Build Coastguard Worker     vacc0x0123 = vqsubq_s32(vacc0x0123, vmagic_bias_less_output_zero_point);
284*4bdc9457SAndroid Build Coastguard Worker     vacc0x4567 = vqsubq_s32(vacc0x4567, vmagic_bias_less_output_zero_point);
285*4bdc9457SAndroid Build Coastguard Worker     vacc1x0123 = vqsubq_s32(vacc1x0123, vmagic_bias_less_output_zero_point);
286*4bdc9457SAndroid Build Coastguard Worker     vacc1x4567 = vqsubq_s32(vacc1x4567, vmagic_bias_less_output_zero_point);
287*4bdc9457SAndroid Build Coastguard Worker 
288*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
289*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc0x01234567 = vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567);
290*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc1x01234567 = vqmovn_high_s32(vqmovn_s32(vacc1x0123), vacc1x4567);
291*4bdc9457SAndroid Build Coastguard Worker 
292*4bdc9457SAndroid Build Coastguard Worker 
293*4bdc9457SAndroid Build Coastguard Worker     int8x16_t vout0x01234567_1x01234567 = vqmovn_high_s16(vqmovn_s16(vacc0x01234567), vacc1x01234567);
294*4bdc9457SAndroid Build Coastguard Worker #else
295*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc0x01234567 = vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567));
296*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc1x01234567 = vcombine_s16(vqmovn_s32(vacc1x0123), vqmovn_s32(vacc1x4567));
297*4bdc9457SAndroid Build Coastguard Worker 
298*4bdc9457SAndroid Build Coastguard Worker 
299*4bdc9457SAndroid Build Coastguard Worker     int8x16_t vout0x01234567_1x01234567 = vcombine_s8(vqmovn_s16(vacc0x01234567), vqmovn_s16(vacc1x01234567));
300*4bdc9457SAndroid Build Coastguard Worker #endif
301*4bdc9457SAndroid Build Coastguard Worker 
302*4bdc9457SAndroid Build Coastguard Worker     const int8x16_t voutput_min = vld1q_dup_s8(&params->fp32_neon.output_min);
303*4bdc9457SAndroid Build Coastguard Worker     vout0x01234567_1x01234567 = vmaxq_s8(vout0x01234567_1x01234567, voutput_min);
304*4bdc9457SAndroid Build Coastguard Worker 
305*4bdc9457SAndroid Build Coastguard Worker     const int8x16_t voutput_max = vld1q_dup_s8(&params->fp32_neon.output_max);
306*4bdc9457SAndroid Build Coastguard Worker     vout0x01234567_1x01234567 = vminq_s8(vout0x01234567_1x01234567, voutput_max);
307*4bdc9457SAndroid Build Coastguard Worker 
308*4bdc9457SAndroid Build Coastguard Worker     if (nc >= 8) {
309*4bdc9457SAndroid Build Coastguard Worker       vst1_s8(c1 + 0, vget_high_s8(vout0x01234567_1x01234567));
310*4bdc9457SAndroid Build Coastguard Worker       vst1_s8(c0 + 0, vget_low_s8(vout0x01234567_1x01234567));
311*4bdc9457SAndroid Build Coastguard Worker 
312*4bdc9457SAndroid Build Coastguard Worker       c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
313*4bdc9457SAndroid Build Coastguard Worker       c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
314*4bdc9457SAndroid Build Coastguard Worker 
315*4bdc9457SAndroid Build Coastguard Worker       a = (const int8_t**restrict) ((uintptr_t) a - ks);
316*4bdc9457SAndroid Build Coastguard Worker 
317*4bdc9457SAndroid Build Coastguard Worker       nc -= 8;
318*4bdc9457SAndroid Build Coastguard Worker     } else {
319*4bdc9457SAndroid Build Coastguard Worker       if (nc & 4) {
320*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_u32((void*) c1, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 2); c1 += 4;
321*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_u32((void*) c0, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 0); c0 += 4;
322*4bdc9457SAndroid Build Coastguard Worker         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 4);
323*4bdc9457SAndroid Build Coastguard Worker       }
324*4bdc9457SAndroid Build Coastguard Worker       if (nc & 2) {
325*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_u16((void*) c1, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 4); c1 += 2;
326*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_u16((void*) c0, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 0); c0 += 2;
327*4bdc9457SAndroid Build Coastguard Worker         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 2);
328*4bdc9457SAndroid Build Coastguard Worker       }
329*4bdc9457SAndroid Build Coastguard Worker       if (nc & 1) {
330*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_s8(c1, vout0x01234567_1x01234567, 8);
331*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_s8(c0, vout0x01234567_1x01234567, 0);
332*4bdc9457SAndroid Build Coastguard Worker       }
333*4bdc9457SAndroid Build Coastguard Worker 
334*4bdc9457SAndroid Build Coastguard Worker       nc = 0;
335*4bdc9457SAndroid Build Coastguard Worker     }
336*4bdc9457SAndroid Build Coastguard Worker   } while (nc != 0);
337*4bdc9457SAndroid Build Coastguard Worker }
338