xref: /aosp_15_r20/external/XNNPACK/src/qu8-igemm/gen/1x16-minmax-fp32-neon-mlal-lane.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker //   Template: src/qs8-igemm/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/igemm.h>
16*4bdc9457SAndroid Build Coastguard Worker 
17*4bdc9457SAndroid Build Coastguard Worker 
xnn_qu8_igemm_minmax_fp32_ukernel_1x16__neon_mlal_lane(size_t mr,size_t nc,size_t kc,size_t ks,const uint8_t ** restrict a,const void * restrict w,uint8_t * restrict c,size_t cm_stride,size_t cn_stride,size_t a_offset,const uint8_t * zero,const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18*4bdc9457SAndroid Build Coastguard Worker void xnn_qu8_igemm_minmax_fp32_ukernel_1x16__neon_mlal_lane(
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 uint8_t** restrict a,
24*4bdc9457SAndroid Build Coastguard Worker     const void* restrict w,
25*4bdc9457SAndroid Build Coastguard Worker     uint8_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 uint8_t* zero,
30*4bdc9457SAndroid Build Coastguard Worker     const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
31*4bdc9457SAndroid Build Coastguard Worker {
32*4bdc9457SAndroid Build Coastguard Worker   assert(mr != 0);
33*4bdc9457SAndroid Build Coastguard Worker   assert(mr <= 1);
34*4bdc9457SAndroid Build Coastguard Worker   assert(nc != 0);
35*4bdc9457SAndroid Build Coastguard Worker   assert(kc != 0);
36*4bdc9457SAndroid Build Coastguard Worker   assert(ks != 0);
37*4bdc9457SAndroid Build Coastguard Worker   assert(ks % (1 * sizeof(void*)) == 0);
38*4bdc9457SAndroid Build Coastguard Worker   assert(a_offset % sizeof(uint8_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   uint8_t* c0 = c;
44*4bdc9457SAndroid Build Coastguard Worker 
45*4bdc9457SAndroid Build Coastguard Worker   const uint8x8_t vb_zero_point = vld1_dup_u8(&params->fp32_neon.kernel_zero_point[0]);
46*4bdc9457SAndroid Build Coastguard Worker   do {
47*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0x0123 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
48*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0x4567 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
49*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0x89AB = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
50*4bdc9457SAndroid Build Coastguard Worker     int32x4_t vacc0xCDEF = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
51*4bdc9457SAndroid Build Coastguard Worker 
52*4bdc9457SAndroid Build Coastguard Worker     size_t p = ks;
53*4bdc9457SAndroid Build Coastguard Worker     do {
54*4bdc9457SAndroid Build Coastguard Worker       const uint8_t* restrict a0 = a[0];
55*4bdc9457SAndroid Build Coastguard Worker       if XNN_UNPREDICTABLE(a0 != zero) {
56*4bdc9457SAndroid Build Coastguard Worker         a0 = (const uint8_t*) ((uintptr_t) a0 + a_offset);
57*4bdc9457SAndroid Build Coastguard Worker       }
58*4bdc9457SAndroid Build Coastguard Worker       a += 1;
59*4bdc9457SAndroid Build Coastguard Worker 
60*4bdc9457SAndroid Build Coastguard Worker       size_t k = kc;
61*4bdc9457SAndroid Build Coastguard Worker       while (k >= 8 * sizeof(uint8_t)) {
62*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t va0 = vld1_u8(a0); a0 += 8;
63*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxa0 = vreinterpretq_s16_u16(vmovl_u8(va0));
64*4bdc9457SAndroid Build Coastguard Worker 
65*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb01234567c0 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
66*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c0 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c0, vb_zero_point));
67*4bdc9457SAndroid Build Coastguard Worker 
68*4bdc9457SAndroid Build Coastguard Worker         vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c0), vget_low_s16(vxa0), 0);
69*4bdc9457SAndroid Build Coastguard Worker         vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c0), vget_low_s16(vxa0), 0);
70*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb89ABCDEFc0 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
71*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb89ABCDEFc0 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc0, vb_zero_point));
72*4bdc9457SAndroid Build Coastguard Worker 
73*4bdc9457SAndroid Build Coastguard Worker         vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc0), vget_low_s16(vxa0), 0);
74*4bdc9457SAndroid Build Coastguard Worker         vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc0), vget_low_s16(vxa0), 0);
75*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb01234567c1 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
76*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c1 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c1, vb_zero_point));
77*4bdc9457SAndroid Build Coastguard Worker 
78*4bdc9457SAndroid Build Coastguard Worker         vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c1), vget_low_s16(vxa0), 1);
79*4bdc9457SAndroid Build Coastguard Worker         vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c1), vget_low_s16(vxa0), 1);
80*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb89ABCDEFc1 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
81*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb89ABCDEFc1 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc1, vb_zero_point));
82*4bdc9457SAndroid Build Coastguard Worker 
83*4bdc9457SAndroid Build Coastguard Worker         vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc1), vget_low_s16(vxa0), 1);
84*4bdc9457SAndroid Build Coastguard Worker         vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc1), vget_low_s16(vxa0), 1);
85*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb01234567c2 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
86*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c2 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c2, vb_zero_point));
87*4bdc9457SAndroid Build Coastguard Worker 
88*4bdc9457SAndroid Build Coastguard Worker         vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c2), vget_low_s16(vxa0), 2);
89*4bdc9457SAndroid Build Coastguard Worker         vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c2), vget_low_s16(vxa0), 2);
90*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb89ABCDEFc2 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
91*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb89ABCDEFc2 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc2, vb_zero_point));
92*4bdc9457SAndroid Build Coastguard Worker 
93*4bdc9457SAndroid Build Coastguard Worker         vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc2), vget_low_s16(vxa0), 2);
94*4bdc9457SAndroid Build Coastguard Worker         vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc2), vget_low_s16(vxa0), 2);
95*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb01234567c3 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
96*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c3 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c3, vb_zero_point));
97*4bdc9457SAndroid Build Coastguard Worker 
98*4bdc9457SAndroid Build Coastguard Worker         vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c3), vget_low_s16(vxa0), 3);
99*4bdc9457SAndroid Build Coastguard Worker         vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c3), vget_low_s16(vxa0), 3);
100*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb89ABCDEFc3 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
101*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb89ABCDEFc3 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc3, vb_zero_point));
102*4bdc9457SAndroid Build Coastguard Worker 
103*4bdc9457SAndroid Build Coastguard Worker         vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc3), vget_low_s16(vxa0), 3);
104*4bdc9457SAndroid Build Coastguard Worker         vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc3), vget_low_s16(vxa0), 3);
105*4bdc9457SAndroid Build Coastguard Worker 
106*4bdc9457SAndroid Build Coastguard Worker 
107*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb01234567c4 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
108*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c4 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c4, vb_zero_point));
109*4bdc9457SAndroid Build Coastguard Worker 
110*4bdc9457SAndroid Build Coastguard Worker         vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c4), vget_high_s16(vxa0), 0);
111*4bdc9457SAndroid Build Coastguard Worker         vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c4), vget_high_s16(vxa0), 0);
112*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb89ABCDEFc4 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
113*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb89ABCDEFc4 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc4, vb_zero_point));
114*4bdc9457SAndroid Build Coastguard Worker 
115*4bdc9457SAndroid Build Coastguard Worker         vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc4), vget_high_s16(vxa0), 0);
116*4bdc9457SAndroid Build Coastguard Worker         vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc4), vget_high_s16(vxa0), 0);
117*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb01234567c5 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
118*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c5 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c5, vb_zero_point));
119*4bdc9457SAndroid Build Coastguard Worker 
120*4bdc9457SAndroid Build Coastguard Worker         vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c5), vget_high_s16(vxa0), 1);
121*4bdc9457SAndroid Build Coastguard Worker         vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c5), vget_high_s16(vxa0), 1);
122*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb89ABCDEFc5 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
123*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb89ABCDEFc5 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc5, vb_zero_point));
124*4bdc9457SAndroid Build Coastguard Worker 
125*4bdc9457SAndroid Build Coastguard Worker         vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc5), vget_high_s16(vxa0), 1);
126*4bdc9457SAndroid Build Coastguard Worker         vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc5), vget_high_s16(vxa0), 1);
127*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb01234567c6 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
128*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c6 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c6, vb_zero_point));
129*4bdc9457SAndroid Build Coastguard Worker 
130*4bdc9457SAndroid Build Coastguard Worker         vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c6), vget_high_s16(vxa0), 2);
131*4bdc9457SAndroid Build Coastguard Worker         vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c6), vget_high_s16(vxa0), 2);
132*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb89ABCDEFc6 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
133*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb89ABCDEFc6 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc6, vb_zero_point));
134*4bdc9457SAndroid Build Coastguard Worker 
135*4bdc9457SAndroid Build Coastguard Worker         vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc6), vget_high_s16(vxa0), 2);
136*4bdc9457SAndroid Build Coastguard Worker         vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc6), vget_high_s16(vxa0), 2);
137*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb01234567c7 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
138*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c7 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c7, vb_zero_point));
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         const uint8x8_t vb89ABCDEFc7 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
143*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb89ABCDEFc7 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc7, vb_zero_point));
144*4bdc9457SAndroid Build Coastguard Worker 
145*4bdc9457SAndroid Build Coastguard Worker         vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc7), vget_high_s16(vxa0), 3);
146*4bdc9457SAndroid Build Coastguard Worker         vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc7), vget_high_s16(vxa0), 3);
147*4bdc9457SAndroid Build Coastguard Worker 
148*4bdc9457SAndroid Build Coastguard Worker         k -= 8 * sizeof(uint8_t);
149*4bdc9457SAndroid Build Coastguard Worker       }
150*4bdc9457SAndroid Build Coastguard Worker       if XNN_UNLIKELY(k != 0) {
151*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t va0 = vld1_u8(a0); a0 = (const uint8_t*) ((uintptr_t) a0 + k);
152*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxa0 = vreinterpretq_s16_u16(vmovl_u8(va0));
153*4bdc9457SAndroid Build Coastguard Worker 
154*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb01234567c0 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
155*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb01234567c0 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c0, vb_zero_point));
156*4bdc9457SAndroid Build Coastguard Worker         const uint8x8_t vb89ABCDEFc0 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
157*4bdc9457SAndroid Build Coastguard Worker         const int16x8_t vxb89ABCDEFc0 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc0, vb_zero_point));
158*4bdc9457SAndroid Build Coastguard Worker 
159*4bdc9457SAndroid Build Coastguard Worker         vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c0), vget_low_s16(vxa0), 0);
160*4bdc9457SAndroid Build Coastguard Worker         vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c0), vget_low_s16(vxa0), 0);
161*4bdc9457SAndroid Build Coastguard Worker         vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc0), vget_low_s16(vxa0), 0);
162*4bdc9457SAndroid Build Coastguard Worker         vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc0), vget_low_s16(vxa0), 0);
163*4bdc9457SAndroid Build Coastguard Worker 
164*4bdc9457SAndroid Build Coastguard Worker         if (k >= 2 * sizeof(uint8_t)) {
165*4bdc9457SAndroid Build Coastguard Worker           const uint8x8_t vb01234567c1 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
166*4bdc9457SAndroid Build Coastguard Worker           const int16x8_t vxb01234567c1 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c1, vb_zero_point));
167*4bdc9457SAndroid Build Coastguard Worker           const uint8x8_t vb89ABCDEFc1 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
168*4bdc9457SAndroid Build Coastguard Worker           const int16x8_t vxb89ABCDEFc1 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc1, vb_zero_point));
169*4bdc9457SAndroid Build Coastguard Worker 
170*4bdc9457SAndroid Build Coastguard Worker           vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c1), vget_low_s16(vxa0), 1);
171*4bdc9457SAndroid Build Coastguard Worker           vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c1), vget_low_s16(vxa0), 1);
172*4bdc9457SAndroid Build Coastguard Worker           vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc1), vget_low_s16(vxa0), 1);
173*4bdc9457SAndroid Build Coastguard Worker           vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc1), vget_low_s16(vxa0), 1);
174*4bdc9457SAndroid Build Coastguard Worker 
175*4bdc9457SAndroid Build Coastguard Worker           if (k > 2 * sizeof(uint8_t)) {
176*4bdc9457SAndroid Build Coastguard Worker             const uint8x8_t vb01234567c2 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
177*4bdc9457SAndroid Build Coastguard Worker             const int16x8_t vxb01234567c2 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c2, vb_zero_point));
178*4bdc9457SAndroid Build Coastguard Worker             const uint8x8_t vb89ABCDEFc2 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
179*4bdc9457SAndroid Build Coastguard Worker             const int16x8_t vxb89ABCDEFc2 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc2, vb_zero_point));
180*4bdc9457SAndroid Build Coastguard Worker 
181*4bdc9457SAndroid Build Coastguard Worker             vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c2), vget_low_s16(vxa0), 2);
182*4bdc9457SAndroid Build Coastguard Worker             vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c2), vget_low_s16(vxa0), 2);
183*4bdc9457SAndroid Build Coastguard Worker             vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc2), vget_low_s16(vxa0), 2);
184*4bdc9457SAndroid Build Coastguard Worker             vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc2), vget_low_s16(vxa0), 2);
185*4bdc9457SAndroid Build Coastguard Worker 
186*4bdc9457SAndroid Build Coastguard Worker             if (k >= 4 * sizeof(uint8_t)) {
187*4bdc9457SAndroid Build Coastguard Worker               const uint8x8_t vb01234567c3 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
188*4bdc9457SAndroid Build Coastguard Worker               const int16x8_t vxb01234567c3 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c3, vb_zero_point));
189*4bdc9457SAndroid Build Coastguard Worker               const uint8x8_t vb89ABCDEFc3 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
190*4bdc9457SAndroid Build Coastguard Worker               const int16x8_t vxb89ABCDEFc3 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc3, vb_zero_point));
191*4bdc9457SAndroid Build Coastguard Worker 
192*4bdc9457SAndroid Build Coastguard Worker               vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c3), vget_low_s16(vxa0), 3);
193*4bdc9457SAndroid Build Coastguard Worker               vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c3), vget_low_s16(vxa0), 3);
194*4bdc9457SAndroid Build Coastguard Worker               vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc3), vget_low_s16(vxa0), 3);
195*4bdc9457SAndroid Build Coastguard Worker               vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc3), vget_low_s16(vxa0), 3);
196*4bdc9457SAndroid Build Coastguard Worker 
197*4bdc9457SAndroid Build Coastguard Worker               if (k > 4 * sizeof(uint8_t)) {
198*4bdc9457SAndroid Build Coastguard Worker                 const uint8x8_t vb01234567c4 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
199*4bdc9457SAndroid Build Coastguard Worker                 const int16x8_t vxb01234567c4 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c4, vb_zero_point));
200*4bdc9457SAndroid Build Coastguard Worker                 const uint8x8_t vb89ABCDEFc4 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
201*4bdc9457SAndroid Build Coastguard Worker                 const int16x8_t vxb89ABCDEFc4 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc4, vb_zero_point));
202*4bdc9457SAndroid Build Coastguard Worker 
203*4bdc9457SAndroid Build Coastguard Worker                 vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c4), vget_high_s16(vxa0), 0);
204*4bdc9457SAndroid Build Coastguard Worker                 vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c4), vget_high_s16(vxa0), 0);
205*4bdc9457SAndroid Build Coastguard Worker                 vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc4), vget_high_s16(vxa0), 0);
206*4bdc9457SAndroid Build Coastguard Worker                 vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc4), vget_high_s16(vxa0), 0);
207*4bdc9457SAndroid Build Coastguard Worker 
208*4bdc9457SAndroid Build Coastguard Worker                 if (k >= 6 * sizeof(uint8_t)) {
209*4bdc9457SAndroid Build Coastguard Worker                   const uint8x8_t vb01234567c5 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
210*4bdc9457SAndroid Build Coastguard Worker                   const int16x8_t vxb01234567c5 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c5, vb_zero_point));
211*4bdc9457SAndroid Build Coastguard Worker                   const uint8x8_t vb89ABCDEFc5 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
212*4bdc9457SAndroid Build Coastguard Worker                   const int16x8_t vxb89ABCDEFc5 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc5, vb_zero_point));
213*4bdc9457SAndroid Build Coastguard Worker 
214*4bdc9457SAndroid Build Coastguard Worker                   vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c5), vget_high_s16(vxa0), 1);
215*4bdc9457SAndroid Build Coastguard Worker                   vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c5), vget_high_s16(vxa0), 1);
216*4bdc9457SAndroid Build Coastguard Worker                   vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc5), vget_high_s16(vxa0), 1);
217*4bdc9457SAndroid Build Coastguard Worker                   vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc5), vget_high_s16(vxa0), 1);
218*4bdc9457SAndroid Build Coastguard Worker 
219*4bdc9457SAndroid Build Coastguard Worker                   if (k > 6 * sizeof(uint8_t)) {
220*4bdc9457SAndroid Build Coastguard Worker                     const uint8x8_t vb01234567c6 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
221*4bdc9457SAndroid Build Coastguard Worker                     const int16x8_t vxb01234567c6 = vreinterpretq_s16_u16(vsubl_u8(vb01234567c6, vb_zero_point));
222*4bdc9457SAndroid Build Coastguard Worker                     const uint8x8_t vb89ABCDEFc6 = vld1_u8(w); w = (const void*) ((const uint8_t*) w + 8);
223*4bdc9457SAndroid Build Coastguard Worker                     const int16x8_t vxb89ABCDEFc6 = vreinterpretq_s16_u16(vsubl_u8(vb89ABCDEFc6, vb_zero_point));
224*4bdc9457SAndroid Build Coastguard Worker 
225*4bdc9457SAndroid Build Coastguard Worker                     vacc0x0123 = vmlal_lane_s16(vacc0x0123, vget_low_s16(vxb01234567c6), vget_high_s16(vxa0), 2);
226*4bdc9457SAndroid Build Coastguard Worker                     vacc0x4567 = vmlal_lane_s16(vacc0x4567, vget_high_s16(vxb01234567c6), vget_high_s16(vxa0), 2);
227*4bdc9457SAndroid Build Coastguard Worker                     vacc0x89AB = vmlal_lane_s16(vacc0x89AB, vget_low_s16(vxb89ABCDEFc6), vget_high_s16(vxa0), 2);
228*4bdc9457SAndroid Build Coastguard Worker                     vacc0xCDEF = vmlal_lane_s16(vacc0xCDEF, vget_high_s16(vxb89ABCDEFc6), vget_high_s16(vxa0), 2);
229*4bdc9457SAndroid Build Coastguard Worker                   }
230*4bdc9457SAndroid Build Coastguard Worker                 }
231*4bdc9457SAndroid Build Coastguard Worker               }
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       p -= 1 * sizeof(void*);
237*4bdc9457SAndroid Build Coastguard Worker     } while (p != 0);
238*4bdc9457SAndroid Build Coastguard Worker 
239*4bdc9457SAndroid Build Coastguard Worker     // Post-accumulation work
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 vfpacc0x89AB = vcvtq_f32_s32(vacc0x89AB);
243*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vfpacc0xCDEF = vcvtq_f32_s32(vacc0xCDEF);
244*4bdc9457SAndroid Build Coastguard Worker 
245*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vscale = vld1q_dup_f32(&params->fp32_neon.scale);
246*4bdc9457SAndroid Build Coastguard Worker     vfpacc0x0123 = vmulq_f32(vfpacc0x0123, vscale);
247*4bdc9457SAndroid Build Coastguard Worker     vfpacc0x4567 = vmulq_f32(vfpacc0x4567, vscale);
248*4bdc9457SAndroid Build Coastguard Worker     vfpacc0x89AB = vmulq_f32(vfpacc0x89AB, vscale);
249*4bdc9457SAndroid Build Coastguard Worker     vfpacc0xCDEF = vmulq_f32(vfpacc0xCDEF, vscale);
250*4bdc9457SAndroid Build Coastguard Worker 
251*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vmagic_bias = vld1q_dup_f32(&params->fp32_neon.magic_bias);
252*4bdc9457SAndroid Build Coastguard Worker     vacc0x0123 = vreinterpretq_s32_f32(vaddq_f32(vfpacc0x0123, vmagic_bias));
253*4bdc9457SAndroid Build Coastguard Worker     vacc0x4567 = vreinterpretq_s32_f32(vaddq_f32(vfpacc0x4567, vmagic_bias));
254*4bdc9457SAndroid Build Coastguard Worker     vacc0x89AB = vreinterpretq_s32_f32(vaddq_f32(vfpacc0x89AB, vmagic_bias));
255*4bdc9457SAndroid Build Coastguard Worker     vacc0xCDEF = vreinterpretq_s32_f32(vaddq_f32(vfpacc0xCDEF, vmagic_bias));
256*4bdc9457SAndroid Build Coastguard Worker 
257*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);
258*4bdc9457SAndroid Build Coastguard Worker     vacc0x0123 = vqsubq_s32(vacc0x0123, vmagic_bias_less_output_zero_point);
259*4bdc9457SAndroid Build Coastguard Worker     vacc0x4567 = vqsubq_s32(vacc0x4567, vmagic_bias_less_output_zero_point);
260*4bdc9457SAndroid Build Coastguard Worker     vacc0x89AB = vqsubq_s32(vacc0x89AB, vmagic_bias_less_output_zero_point);
261*4bdc9457SAndroid Build Coastguard Worker     vacc0xCDEF = vqsubq_s32(vacc0xCDEF, vmagic_bias_less_output_zero_point);
262*4bdc9457SAndroid Build Coastguard Worker 
263*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
264*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc0x01234567 = vqmovn_high_s32(vqmovn_s32(vacc0x0123), vacc0x4567);
265*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc0x89ABCDEF = vqmovn_high_s32(vqmovn_s32(vacc0x89AB), vacc0xCDEF);
266*4bdc9457SAndroid Build Coastguard Worker 
267*4bdc9457SAndroid Build Coastguard Worker 
268*4bdc9457SAndroid Build Coastguard Worker     uint8x16_t vout0x0123456789ABCDEF = vqmovun_high_s16(vqmovun_s16(vacc0x01234567), vacc0x89ABCDEF);
269*4bdc9457SAndroid Build Coastguard Worker #else
270*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc0x01234567 = vcombine_s16(vqmovn_s32(vacc0x0123), vqmovn_s32(vacc0x4567));
271*4bdc9457SAndroid Build Coastguard Worker     int16x8_t vacc0x89ABCDEF = vcombine_s16(vqmovn_s32(vacc0x89AB), vqmovn_s32(vacc0xCDEF));
272*4bdc9457SAndroid Build Coastguard Worker 
273*4bdc9457SAndroid Build Coastguard Worker 
274*4bdc9457SAndroid Build Coastguard Worker     uint8x16_t vout0x0123456789ABCDEF = vcombine_u8(vqmovun_s16(vacc0x01234567), vqmovun_s16(vacc0x89ABCDEF));
275*4bdc9457SAndroid Build Coastguard Worker #endif
276*4bdc9457SAndroid Build Coastguard Worker 
277*4bdc9457SAndroid Build Coastguard Worker     const uint8x16_t voutput_min = vld1q_dup_u8(&params->fp32_neon.output_min);
278*4bdc9457SAndroid Build Coastguard Worker     vout0x0123456789ABCDEF = vmaxq_u8(vout0x0123456789ABCDEF, voutput_min);
279*4bdc9457SAndroid Build Coastguard Worker 
280*4bdc9457SAndroid Build Coastguard Worker     const uint8x16_t voutput_max = vld1q_dup_u8(&params->fp32_neon.output_max);
281*4bdc9457SAndroid Build Coastguard Worker     vout0x0123456789ABCDEF = vminq_u8(vout0x0123456789ABCDEF, voutput_max);
282*4bdc9457SAndroid Build Coastguard Worker 
283*4bdc9457SAndroid Build Coastguard Worker     if (nc >= 16) {
284*4bdc9457SAndroid Build Coastguard Worker       vst1q_u8(c0 + 0, vout0x0123456789ABCDEF);
285*4bdc9457SAndroid Build Coastguard Worker 
286*4bdc9457SAndroid Build Coastguard Worker       c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride);
287*4bdc9457SAndroid Build Coastguard Worker 
288*4bdc9457SAndroid Build Coastguard Worker       a = (const uint8_t**restrict) ((uintptr_t) a - ks);
289*4bdc9457SAndroid Build Coastguard Worker 
290*4bdc9457SAndroid Build Coastguard Worker       nc -= 16;
291*4bdc9457SAndroid Build Coastguard Worker     } else {
292*4bdc9457SAndroid Build Coastguard Worker       uint8x8_t vout0x01234567 = vget_low_u8(vout0x0123456789ABCDEF);
293*4bdc9457SAndroid Build Coastguard Worker       if (nc & 8) {
294*4bdc9457SAndroid Build Coastguard Worker         vst1_u8(c0, vout0x01234567); c0 += 8;
295*4bdc9457SAndroid Build Coastguard Worker         vout0x01234567 = vget_high_u8(vout0x0123456789ABCDEF);
296*4bdc9457SAndroid Build Coastguard Worker       }
297*4bdc9457SAndroid Build Coastguard Worker       if (nc & 4) {
298*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u32((void*) c0, vreinterpret_u32_u8(vout0x01234567), 0); c0 += 4;
299*4bdc9457SAndroid Build Coastguard Worker         vout0x01234567 = vext_u8(vout0x01234567, vout0x01234567, 4);
300*4bdc9457SAndroid Build Coastguard Worker       }
301*4bdc9457SAndroid Build Coastguard Worker       if (nc & 2) {
302*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u16((void*) c0, vreinterpret_u16_u8(vout0x01234567), 0); c0 += 2;
303*4bdc9457SAndroid Build Coastguard Worker         vout0x01234567 = vext_u8(vout0x01234567, vout0x01234567, 2);
304*4bdc9457SAndroid Build Coastguard Worker       }
305*4bdc9457SAndroid Build Coastguard Worker       if (nc & 1) {
306*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u8(c0, vout0x01234567, 0);
307*4bdc9457SAndroid Build Coastguard Worker       }
308*4bdc9457SAndroid Build Coastguard Worker 
309*4bdc9457SAndroid Build Coastguard Worker       nc = 0;
310*4bdc9457SAndroid Build Coastguard Worker     }
311*4bdc9457SAndroid Build Coastguard Worker   } while (nc != 0);
312*4bdc9457SAndroid Build Coastguard Worker }
313