xref: /aosp_15_r20/external/XNNPACK/src/qc8-gemm/gen/3x8-minmax-fp32-neonv8-mlal-lane.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker //   Template: src/qs8-gemm/neon-mlal-lane.c.in
3*4bdc9457SAndroid Build Coastguard Worker //   Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2020 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/common.h>
15*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/gemm.h>
16*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/intrinsics-polyfill.h>
17*4bdc9457SAndroid Build Coastguard Worker 
18*4bdc9457SAndroid Build Coastguard Worker 
xnn_qc8_gemm_minmax_fp32_ukernel_3x8__neonv8_mlal_lane(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_3x8__neonv8_mlal_lane(
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 <= 3);
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   const int8_t* a0 = a;
41*4bdc9457SAndroid Build Coastguard Worker   int8_t* c0 = c;
42*4bdc9457SAndroid Build Coastguard Worker   const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride);
43*4bdc9457SAndroid Build Coastguard Worker   int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
44*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNPREDICTABLE(mr < 2) {
45*4bdc9457SAndroid Build Coastguard Worker     a1 = a0;
46*4bdc9457SAndroid Build Coastguard Worker     c1 = c0;
47*4bdc9457SAndroid Build Coastguard Worker   }
48*4bdc9457SAndroid Build Coastguard Worker   const int8_t* a2 = (const int8_t*) ((uintptr_t) a1 + a_stride);
49*4bdc9457SAndroid Build Coastguard Worker   int8_t* c2 = (int8_t*) ((uintptr_t) c1 + cm_stride);
50*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNPREDICTABLE(mr <= 2) {
51*4bdc9457SAndroid Build Coastguard Worker     a2 = a1;
52*4bdc9457SAndroid Build Coastguard Worker     c2 = c1;
53*4bdc9457SAndroid Build Coastguard Worker   }
54*4bdc9457SAndroid Build Coastguard Worker 
55*4bdc9457SAndroid Build Coastguard Worker   do {
56*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0x0123 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
57*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0x4567 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
58*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc1x0123 = vacc0x0123;
59*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc1x4567 = vacc0x4567;
60*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc2x0123 = vacc0x0123;
61*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc2x4567 = vacc0x4567;
62*4bdc9457SAndroid Build Coastguard Worker 
63*4bdc9457SAndroid Build Coastguard Worker     size_t k = kc;
64*4bdc9457SAndroid Build Coastguard Worker     while (k >= 8 * sizeof(int8_t)) {
65*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t va0 = vld1_s8(a0); a0 += 8;
66*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxa0 = vmovl_s8(va0);
67*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t va1 = vld1_s8(a1); a1 += 8;
68*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxa1 = vmovl_s8(va1);
69*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t va2 = vld1_s8(a2); a2 += 8;
70*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxa2 = vmovl_s8(va2);
71*4bdc9457SAndroid Build Coastguard Worker 
72*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t vb01234567c0 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
73*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxb01234567c0 = vmovl_s8(vb01234567c0);
74*4bdc9457SAndroid Build Coastguard Worker 
75*4bdc9457SAndroid Build Coastguard Worker       vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c0), vget_low_s16(vxa0), 0);
76*4bdc9457SAndroid Build Coastguard Worker       vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c0), vget_low_s16(vxa0), 0);
77*4bdc9457SAndroid Build Coastguard Worker       vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c0), vget_low_s16(vxa1), 0);
78*4bdc9457SAndroid Build Coastguard Worker       vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c0), vget_low_s16(vxa1), 0);
79*4bdc9457SAndroid Build Coastguard Worker       vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c0), vget_low_s16(vxa2), 0);
80*4bdc9457SAndroid Build Coastguard Worker       vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c0), vget_low_s16(vxa2), 0);
81*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t vb01234567c1 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
82*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxb01234567c1 = vmovl_s8(vb01234567c1);
83*4bdc9457SAndroid Build Coastguard Worker 
84*4bdc9457SAndroid Build Coastguard Worker       vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c1), vget_low_s16(vxa0), 1);
85*4bdc9457SAndroid Build Coastguard Worker       vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c1), vget_low_s16(vxa0), 1);
86*4bdc9457SAndroid Build Coastguard Worker       vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c1), vget_low_s16(vxa1), 1);
87*4bdc9457SAndroid Build Coastguard Worker       vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c1), vget_low_s16(vxa1), 1);
88*4bdc9457SAndroid Build Coastguard Worker       vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c1), vget_low_s16(vxa2), 1);
89*4bdc9457SAndroid Build Coastguard Worker       vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c1), vget_low_s16(vxa2), 1);
90*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t vb01234567c2 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
91*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxb01234567c2 = vmovl_s8(vb01234567c2);
92*4bdc9457SAndroid Build Coastguard Worker 
93*4bdc9457SAndroid Build Coastguard Worker       vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c2), vget_low_s16(vxa0), 2);
94*4bdc9457SAndroid Build Coastguard Worker       vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c2), vget_low_s16(vxa0), 2);
95*4bdc9457SAndroid Build Coastguard Worker       vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c2), vget_low_s16(vxa1), 2);
96*4bdc9457SAndroid Build Coastguard Worker       vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c2), vget_low_s16(vxa1), 2);
97*4bdc9457SAndroid Build Coastguard Worker       vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c2), vget_low_s16(vxa2), 2);
98*4bdc9457SAndroid Build Coastguard Worker       vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c2), vget_low_s16(vxa2), 2);
99*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t vb01234567c3 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
100*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxb01234567c3 = vmovl_s8(vb01234567c3);
101*4bdc9457SAndroid Build Coastguard Worker 
102*4bdc9457SAndroid Build Coastguard Worker       vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c3), vget_low_s16(vxa0), 3);
103*4bdc9457SAndroid Build Coastguard Worker       vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c3), vget_low_s16(vxa0), 3);
104*4bdc9457SAndroid Build Coastguard Worker       vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c3), vget_low_s16(vxa1), 3);
105*4bdc9457SAndroid Build Coastguard Worker       vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c3), vget_low_s16(vxa1), 3);
106*4bdc9457SAndroid Build Coastguard Worker       vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c3), vget_low_s16(vxa2), 3);
107*4bdc9457SAndroid Build Coastguard Worker       vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c3), vget_low_s16(vxa2), 3);
108*4bdc9457SAndroid Build Coastguard Worker 
109*4bdc9457SAndroid Build Coastguard Worker 
110*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t vb01234567c4 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
111*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxb01234567c4 = vmovl_s8(vb01234567c4);
112*4bdc9457SAndroid Build Coastguard Worker 
113*4bdc9457SAndroid Build Coastguard Worker       vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c4), vget_high_s16(vxa0), 0);
114*4bdc9457SAndroid Build Coastguard Worker       vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c4), vget_high_s16(vxa0), 0);
115*4bdc9457SAndroid Build Coastguard Worker       vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c4), vget_high_s16(vxa1), 0);
116*4bdc9457SAndroid Build Coastguard Worker       vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c4), vget_high_s16(vxa1), 0);
117*4bdc9457SAndroid Build Coastguard Worker       vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c4), vget_high_s16(vxa2), 0);
118*4bdc9457SAndroid Build Coastguard Worker       vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c4), vget_high_s16(vxa2), 0);
119*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t vb01234567c5 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
120*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxb01234567c5 = vmovl_s8(vb01234567c5);
121*4bdc9457SAndroid Build Coastguard Worker 
122*4bdc9457SAndroid Build Coastguard Worker       vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c5), vget_high_s16(vxa0), 1);
123*4bdc9457SAndroid Build Coastguard Worker       vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c5), vget_high_s16(vxa0), 1);
124*4bdc9457SAndroid Build Coastguard Worker       vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c5), vget_high_s16(vxa1), 1);
125*4bdc9457SAndroid Build Coastguard Worker       vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c5), vget_high_s16(vxa1), 1);
126*4bdc9457SAndroid Build Coastguard Worker       vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c5), vget_high_s16(vxa2), 1);
127*4bdc9457SAndroid Build Coastguard Worker       vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c5), vget_high_s16(vxa2), 1);
128*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t vb01234567c6 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
129*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxb01234567c6 = vmovl_s8(vb01234567c6);
130*4bdc9457SAndroid Build Coastguard Worker 
131*4bdc9457SAndroid Build Coastguard Worker       vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c6), vget_high_s16(vxa0), 2);
132*4bdc9457SAndroid Build Coastguard Worker       vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c6), vget_high_s16(vxa0), 2);
133*4bdc9457SAndroid Build Coastguard Worker       vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c6), vget_high_s16(vxa1), 2);
134*4bdc9457SAndroid Build Coastguard Worker       vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c6), vget_high_s16(vxa1), 2);
135*4bdc9457SAndroid Build Coastguard Worker       vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c6), vget_high_s16(vxa2), 2);
136*4bdc9457SAndroid Build Coastguard Worker       vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c6), vget_high_s16(vxa2), 2);
137*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t vb01234567c7 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
138*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxb01234567c7 = vmovl_s8(vb01234567c7);
139*4bdc9457SAndroid Build Coastguard Worker 
140*4bdc9457SAndroid Build Coastguard Worker       vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c7), vget_high_s16(vxa0), 3);
141*4bdc9457SAndroid Build Coastguard Worker       vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c7), vget_high_s16(vxa0), 3);
142*4bdc9457SAndroid Build Coastguard Worker       vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c7), vget_high_s16(vxa1), 3);
143*4bdc9457SAndroid Build Coastguard Worker       vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c7), vget_high_s16(vxa1), 3);
144*4bdc9457SAndroid Build Coastguard Worker       vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c7), vget_high_s16(vxa2), 3);
145*4bdc9457SAndroid Build Coastguard Worker       vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c7), vget_high_s16(vxa2), 3);
146*4bdc9457SAndroid Build Coastguard Worker 
147*4bdc9457SAndroid Build Coastguard Worker       k -= 8 * sizeof(int8_t);
148*4bdc9457SAndroid Build Coastguard Worker     }
149*4bdc9457SAndroid Build Coastguard Worker     if XNN_UNLIKELY(k != 0) {
150*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t va0 = vld1_s8(a0); a0 = (const int8_t*) ((uintptr_t) a0 + k);
151*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxa0 = vmovl_s8(va0);
152*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t va1 = vld1_s8(a1); a1 = (const int8_t*) ((uintptr_t) a1 + k);
153*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxa1 = vmovl_s8(va1);
154*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t va2 = vld1_s8(a2); a2 = (const int8_t*) ((uintptr_t) a2 + k);
155*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxa2 = vmovl_s8(va2);
156*4bdc9457SAndroid Build Coastguard Worker 
157*4bdc9457SAndroid Build Coastguard Worker       const int8x8_t vb01234567c0 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
158*4bdc9457SAndroid Build Coastguard Worker       const int16x8_t vxb01234567c0 = vmovl_s8(vb01234567c0);
159*4bdc9457SAndroid Build Coastguard Worker 
160*4bdc9457SAndroid Build Coastguard Worker       vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c0), vget_low_s16(vxa0), 0);
161*4bdc9457SAndroid Build Coastguard Worker       vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c0), vget_low_s16(vxa0), 0);
162*4bdc9457SAndroid Build Coastguard Worker       vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c0), vget_low_s16(vxa1), 0);
163*4bdc9457SAndroid Build Coastguard Worker       vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c0), vget_low_s16(vxa1), 0);
164*4bdc9457SAndroid Build Coastguard Worker       vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c0), vget_low_s16(vxa2), 0);
165*4bdc9457SAndroid Build Coastguard Worker       vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c0), vget_low_s16(vxa2), 0);
166*4bdc9457SAndroid Build Coastguard Worker 
167*4bdc9457SAndroid Build Coastguard Worker       if (k >= 2 * sizeof(int8_t)) {
168*4bdc9457SAndroid Build Coastguard Worker         const int8x8_t vb01234567c1 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
169*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c1 = vmovl_s8(vb01234567c1);
170*4bdc9457SAndroid Build Coastguard Worker 
171*4bdc9457SAndroid Build Coastguard Worker         vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c1), vget_low_s16(vxa0), 1);
172*4bdc9457SAndroid Build Coastguard Worker         vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c1), vget_low_s16(vxa0), 1);
173*4bdc9457SAndroid Build Coastguard Worker         vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c1), vget_low_s16(vxa1), 1);
174*4bdc9457SAndroid Build Coastguard Worker         vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c1), vget_low_s16(vxa1), 1);
175*4bdc9457SAndroid Build Coastguard Worker         vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c1), vget_low_s16(vxa2), 1);
176*4bdc9457SAndroid Build Coastguard Worker         vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c1), vget_low_s16(vxa2), 1);
177*4bdc9457SAndroid Build Coastguard Worker 
178*4bdc9457SAndroid Build Coastguard Worker         if (k > 2 * sizeof(int8_t)) {
179*4bdc9457SAndroid Build Coastguard Worker           const int8x8_t vb01234567c2 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
180*4bdc9457SAndroid Build Coastguard Worker           const int16x8_t vxb01234567c2 = vmovl_s8(vb01234567c2);
181*4bdc9457SAndroid Build Coastguard Worker 
182*4bdc9457SAndroid Build Coastguard Worker           vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c2), vget_low_s16(vxa0), 2);
183*4bdc9457SAndroid Build Coastguard Worker           vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c2), vget_low_s16(vxa0), 2);
184*4bdc9457SAndroid Build Coastguard Worker           vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c2), vget_low_s16(vxa1), 2);
185*4bdc9457SAndroid Build Coastguard Worker           vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c2), vget_low_s16(vxa1), 2);
186*4bdc9457SAndroid Build Coastguard Worker           vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c2), vget_low_s16(vxa2), 2);
187*4bdc9457SAndroid Build Coastguard Worker           vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c2), vget_low_s16(vxa2), 2);
188*4bdc9457SAndroid Build Coastguard Worker 
189*4bdc9457SAndroid Build Coastguard Worker           if (k >= 4 * sizeof(int8_t)) {
190*4bdc9457SAndroid Build Coastguard Worker             const int8x8_t vb01234567c3 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
191*4bdc9457SAndroid Build Coastguard Worker             const int16x8_t vxb01234567c3 = vmovl_s8(vb01234567c3);
192*4bdc9457SAndroid Build Coastguard Worker 
193*4bdc9457SAndroid Build Coastguard Worker             vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c3), vget_low_s16(vxa0), 3);
194*4bdc9457SAndroid Build Coastguard Worker             vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c3), vget_low_s16(vxa0), 3);
195*4bdc9457SAndroid Build Coastguard Worker             vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c3), vget_low_s16(vxa1), 3);
196*4bdc9457SAndroid Build Coastguard Worker             vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c3), vget_low_s16(vxa1), 3);
197*4bdc9457SAndroid Build Coastguard Worker             vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c3), vget_low_s16(vxa2), 3);
198*4bdc9457SAndroid Build Coastguard Worker             vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c3), vget_low_s16(vxa2), 3);
199*4bdc9457SAndroid Build Coastguard Worker 
200*4bdc9457SAndroid Build Coastguard Worker             if (k > 4 * sizeof(int8_t)) {
201*4bdc9457SAndroid Build Coastguard Worker               const int8x8_t vb01234567c4 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
202*4bdc9457SAndroid Build Coastguard Worker               const int16x8_t vxb01234567c4 = vmovl_s8(vb01234567c4);
203*4bdc9457SAndroid Build Coastguard Worker 
204*4bdc9457SAndroid Build Coastguard Worker               vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c4), vget_high_s16(vxa0), 0);
205*4bdc9457SAndroid Build Coastguard Worker               vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c4), vget_high_s16(vxa0), 0);
206*4bdc9457SAndroid Build Coastguard Worker               vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c4), vget_high_s16(vxa1), 0);
207*4bdc9457SAndroid Build Coastguard Worker               vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c4), vget_high_s16(vxa1), 0);
208*4bdc9457SAndroid Build Coastguard Worker               vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c4), vget_high_s16(vxa2), 0);
209*4bdc9457SAndroid Build Coastguard Worker               vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c4), vget_high_s16(vxa2), 0);
210*4bdc9457SAndroid Build Coastguard Worker 
211*4bdc9457SAndroid Build Coastguard Worker               if (k >= 6 * sizeof(int8_t)) {
212*4bdc9457SAndroid Build Coastguard Worker                 const int8x8_t vb01234567c5 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
213*4bdc9457SAndroid Build Coastguard Worker                 const int16x8_t vxb01234567c5 = vmovl_s8(vb01234567c5);
214*4bdc9457SAndroid Build Coastguard Worker 
215*4bdc9457SAndroid Build Coastguard Worker                 vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c5), vget_high_s16(vxa0), 1);
216*4bdc9457SAndroid Build Coastguard Worker                 vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c5), vget_high_s16(vxa0), 1);
217*4bdc9457SAndroid Build Coastguard Worker                 vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c5), vget_high_s16(vxa1), 1);
218*4bdc9457SAndroid Build Coastguard Worker                 vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c5), vget_high_s16(vxa1), 1);
219*4bdc9457SAndroid Build Coastguard Worker                 vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c5), vget_high_s16(vxa2), 1);
220*4bdc9457SAndroid Build Coastguard Worker                 vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c5), vget_high_s16(vxa2), 1);
221*4bdc9457SAndroid Build Coastguard Worker 
222*4bdc9457SAndroid Build Coastguard Worker                 if (k > 6 * sizeof(int8_t)) {
223*4bdc9457SAndroid Build Coastguard Worker                   const int8x8_t vb01234567c6 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
224*4bdc9457SAndroid Build Coastguard Worker                   const int16x8_t vxb01234567c6 = vmovl_s8(vb01234567c6);
225*4bdc9457SAndroid Build Coastguard Worker 
226*4bdc9457SAndroid Build Coastguard Worker                   vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c6), vget_high_s16(vxa0), 2);
227*4bdc9457SAndroid Build Coastguard Worker                   vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c6), vget_high_s16(vxa0), 2);
228*4bdc9457SAndroid Build Coastguard Worker                   vacc1x0123 = vmlal_lane_s16(vacc1x0123, vget_low_s16(vxb01234567c6), vget_high_s16(vxa1), 2);
229*4bdc9457SAndroid Build Coastguard Worker                   vacc1x4567 = vmlal_lane_s16(vacc1x4567, vget_high_s16(vxb01234567c6), vget_high_s16(vxa1), 2);
230*4bdc9457SAndroid Build Coastguard Worker                   vacc2x0123 = vmlal_lane_s16(vacc2x0123, vget_low_s16(vxb01234567c6), vget_high_s16(vxa2), 2);
231*4bdc9457SAndroid Build Coastguard Worker                   vacc2x4567 = vmlal_lane_s16(vacc2x4567, vget_high_s16(vxb01234567c6), vget_high_s16(vxa2), 2);
232*4bdc9457SAndroid Build Coastguard Worker                 }
233*4bdc9457SAndroid Build Coastguard Worker               }
234*4bdc9457SAndroid Build Coastguard Worker             }
235*4bdc9457SAndroid Build Coastguard Worker           }
236*4bdc9457SAndroid Build Coastguard Worker         }
237*4bdc9457SAndroid Build Coastguard Worker       }
238*4bdc9457SAndroid Build Coastguard Worker     }
239*4bdc9457SAndroid Build Coastguard Worker 
240*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc0x0123 = vcvtq_f32_s32(vacc0x0123);
241*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc0x4567 = vcvtq_f32_s32(vacc0x4567);
242*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc1x0123 = vcvtq_f32_s32(vacc1x0123);
243*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc1x4567 = vcvtq_f32_s32(vacc1x4567);
244*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc2x0123 = vcvtq_f32_s32(vacc2x0123);
245*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc2x4567 = vcvtq_f32_s32(vacc2x4567);
246*4bdc9457SAndroid Build Coastguard Worker 
247*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vscale0123 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
248*4bdc9457SAndroid Build Coastguard Worker     vfpacc0x0123 = vmulq_f32(vfpacc0x0123, vscale0123);
249*4bdc9457SAndroid Build Coastguard Worker     vfpacc1x0123 = vmulq_f32(vfpacc1x0123, vscale0123);
250*4bdc9457SAndroid Build Coastguard Worker     vfpacc2x0123 = vmulq_f32(vfpacc2x0123, vscale0123);
251*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vscale4567 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
252*4bdc9457SAndroid Build Coastguard Worker     vfpacc0x4567 = vmulq_f32(vfpacc0x4567, vscale4567);
253*4bdc9457SAndroid Build Coastguard Worker     vfpacc1x4567 = vmulq_f32(vfpacc1x4567, vscale4567);
254*4bdc9457SAndroid Build Coastguard Worker     vfpacc2x4567 = vmulq_f32(vfpacc2x4567, vscale4567);
255*4bdc9457SAndroid Build Coastguard Worker 
256*4bdc9457SAndroid Build Coastguard Worker     vacc0x0123 = vcvtnq_s32_f32(vfpacc0x0123);
257*4bdc9457SAndroid Build Coastguard Worker     vacc0x4567 = vcvtnq_s32_f32(vfpacc0x4567);
258*4bdc9457SAndroid Build Coastguard Worker     vacc1x0123 = vcvtnq_s32_f32(vfpacc1x0123);
259*4bdc9457SAndroid Build Coastguard Worker     vacc1x4567 = vcvtnq_s32_f32(vfpacc1x4567);
260*4bdc9457SAndroid Build Coastguard Worker     vacc2x0123 = vcvtnq_s32_f32(vfpacc2x0123);
261*4bdc9457SAndroid Build Coastguard Worker     vacc2x4567 = vcvtnq_s32_f32(vfpacc2x4567);
262*4bdc9457SAndroid Build Coastguard Worker 
263*4bdc9457SAndroid Build Coastguard Worker     const int16x8_t voutput_zero_point = vld1q_dup_s16(&params->fp32_neonv8.output_zero_point);
264*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
265*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc0x01234567 = vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567);
266*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc1x01234567 = vqmovn_high_s32(vqmovn_s32(vacc1x0123), vacc1x4567);
267*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc2x01234567 = vqmovn_high_s32(vqmovn_s32(vacc2x0123), vacc2x4567);
268*4bdc9457SAndroid Build Coastguard Worker 
269*4bdc9457SAndroid Build Coastguard Worker     vacc0x01234567 = vqaddq_s16(vacc0x01234567, voutput_zero_point);
270*4bdc9457SAndroid Build Coastguard Worker     vacc1x01234567 = vqaddq_s16(vacc1x01234567, voutput_zero_point);
271*4bdc9457SAndroid Build Coastguard Worker     vacc2x01234567 = vqaddq_s16(vacc2x01234567, voutput_zero_point);
272*4bdc9457SAndroid Build Coastguard Worker 
273*4bdc9457SAndroid Build Coastguard Worker     int8x16_t vout0x01234567_1x01234567 = vqmovn_high_s16(vqmovn_s16(vacc0x01234567), vacc1x01234567);
274*4bdc9457SAndroid Build Coastguard Worker     int8x8_t vout2x01234567 = vqmovn_s16(vacc2x01234567);
275*4bdc9457SAndroid Build Coastguard Worker #else
276*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc0x01234567 = vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567));
277*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc1x01234567 = vcombine_s16(vqmovn_s32(vacc1x0123), vqmovn_s32(vacc1x4567));
278*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc2x01234567 = vcombine_s16(vqmovn_s32(vacc2x0123), vqmovn_s32(vacc2x4567));
279*4bdc9457SAndroid Build Coastguard Worker 
280*4bdc9457SAndroid Build Coastguard Worker     vacc0x01234567 = vqaddq_s16(vacc0x01234567, voutput_zero_point);
281*4bdc9457SAndroid Build Coastguard Worker     vacc1x01234567 = vqaddq_s16(vacc1x01234567, voutput_zero_point);
282*4bdc9457SAndroid Build Coastguard Worker     vacc2x01234567 = vqaddq_s16(vacc2x01234567, 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     int8x8_t vout2x01234567 = vqmovn_s16(vacc2x01234567);
286*4bdc9457SAndroid Build Coastguard Worker #endif
287*4bdc9457SAndroid Build Coastguard Worker 
288*4bdc9457SAndroid Build Coastguard Worker     const int8x16_t voutput_min = vld1q_dup_s8(&params->fp32_neonv8.output_min);
289*4bdc9457SAndroid Build Coastguard Worker     vout0x01234567_1x01234567 = vmaxq_s8(vout0x01234567_1x01234567, voutput_min);
290*4bdc9457SAndroid Build Coastguard Worker     vout2x01234567 = vmax_s8(vout2x01234567, vget_low_s8(voutput_min));
291*4bdc9457SAndroid Build Coastguard Worker 
292*4bdc9457SAndroid Build Coastguard Worker     const int8x16_t voutput_max = vld1q_dup_s8(&params->fp32_neonv8.output_max);
293*4bdc9457SAndroid Build Coastguard Worker     vout0x01234567_1x01234567 = vminq_s8(vout0x01234567_1x01234567, voutput_max);
294*4bdc9457SAndroid Build Coastguard Worker     vout2x01234567 = vmin_s8(vout2x01234567, vget_low_s8(voutput_max));
295*4bdc9457SAndroid Build Coastguard Worker 
296*4bdc9457SAndroid Build Coastguard Worker     if (nc >= 8) {
297*4bdc9457SAndroid Build Coastguard Worker       vst1_s8(c0 + 0, vget_low_s8(vout0x01234567_1x01234567));
298*4bdc9457SAndroid Build Coastguard Worker       vst1_s8(c1 + 0, vget_high_s8(vout0x01234567_1x01234567));
299*4bdc9457SAndroid Build Coastguard Worker       vst1_s8(c2 + 0, vout2x01234567);
300*4bdc9457SAndroid Build Coastguard Worker 
301*4bdc9457SAndroid Build Coastguard Worker       c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
302*4bdc9457SAndroid Build Coastguard Worker       c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
303*4bdc9457SAndroid Build Coastguard Worker       c2 = (int8_t*) ((uintptr_t) c2 + cn_stride);
304*4bdc9457SAndroid Build Coastguard Worker 
305*4bdc9457SAndroid Build Coastguard Worker       a0 = (const int8_t*) ((uintptr_t) a0 - kc);
306*4bdc9457SAndroid Build Coastguard Worker       a1 = (const int8_t*) ((uintptr_t) a1 - kc);
307*4bdc9457SAndroid Build Coastguard Worker       a2 = (const int8_t*) ((uintptr_t) a2 - kc);
308*4bdc9457SAndroid Build Coastguard Worker 
309*4bdc9457SAndroid Build Coastguard Worker       nc -= 8;
310*4bdc9457SAndroid Build Coastguard Worker     } else {
311*4bdc9457SAndroid Build Coastguard Worker       if (nc & 4) {
312*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_u32((void*) c0, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 0); c0 += 4;
313*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_u32((void*) c1, vreinterpretq_u32_s8(vout0x01234567_1x01234567), 2); c1 += 4;
314*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u32((void*) c2, vreinterpret_u32_s8(vout2x01234567), 0); c2 += 4;
315*4bdc9457SAndroid Build Coastguard Worker         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 4);
316*4bdc9457SAndroid Build Coastguard Worker         vout2x01234567 = vext_s8(vout2x01234567, vout2x01234567, 4);
317*4bdc9457SAndroid Build Coastguard Worker       }
318*4bdc9457SAndroid Build Coastguard Worker       if (nc & 2) {
319*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_u16((void*) c0, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 0); c0 += 2;
320*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_u16((void*) c1, vreinterpretq_u16_s8(vout0x01234567_1x01234567), 4); c1 += 2;
321*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u16((void*) c2, vreinterpret_u16_s8(vout2x01234567), 0); c2 += 2;
322*4bdc9457SAndroid Build Coastguard Worker         vout0x01234567_1x01234567 = vextq_s8(vout0x01234567_1x01234567, vout0x01234567_1x01234567, 2);
323*4bdc9457SAndroid Build Coastguard Worker         vout2x01234567 = vext_s8(vout2x01234567, vout2x01234567, 2);
324*4bdc9457SAndroid Build Coastguard Worker       }
325*4bdc9457SAndroid Build Coastguard Worker       if (nc & 1) {
326*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_s8(c0, vout0x01234567_1x01234567, 0);
327*4bdc9457SAndroid Build Coastguard Worker         vst1q_lane_s8(c1, vout0x01234567_1x01234567, 8);
328*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_s8(c2, vout2x01234567, 0);
329*4bdc9457SAndroid Build Coastguard Worker       }
330*4bdc9457SAndroid Build Coastguard Worker 
331*4bdc9457SAndroid Build Coastguard Worker       nc = 0;
332*4bdc9457SAndroid Build Coastguard Worker     }
333*4bdc9457SAndroid Build Coastguard Worker   } while (nc != 0);
334*4bdc9457SAndroid Build Coastguard Worker }
335