xref: /aosp_15_r20/external/XNNPACK/src/bf16-gemm/gen/4x4c8-minmax-neonfma-zip.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker //   Template: src/bf16-gemm/c8-neon.c.in
3*4bdc9457SAndroid Build Coastguard Worker //   Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2022 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 
11*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
12*4bdc9457SAndroid Build Coastguard Worker 
13*4bdc9457SAndroid Build Coastguard Worker #include <arm_neon.h>
14*4bdc9457SAndroid Build Coastguard Worker 
15*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/gemm.h>
16*4bdc9457SAndroid Build Coastguard Worker 
17*4bdc9457SAndroid Build Coastguard Worker 
xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip(size_t mr,size_t nc,size_t kc,const void * restrict a,size_t a_stride,const void * restrict w_ptr,void * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_bf16_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18*4bdc9457SAndroid Build Coastguard Worker void xnn_bf16_gemm_minmax_ukernel_4x4c8__neonfma_zip(
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     const void* restrict a,
23*4bdc9457SAndroid Build Coastguard Worker     size_t a_stride,
24*4bdc9457SAndroid Build Coastguard Worker     const void* restrict w_ptr,
25*4bdc9457SAndroid Build Coastguard Worker     void* 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     const union xnn_bf16_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
29*4bdc9457SAndroid Build Coastguard Worker {
30*4bdc9457SAndroid Build Coastguard Worker   assert(mr != 0);
31*4bdc9457SAndroid Build Coastguard Worker   assert(mr <= 4);
32*4bdc9457SAndroid Build Coastguard Worker   assert(nc != 0);
33*4bdc9457SAndroid Build Coastguard Worker   assert(kc != 0);
34*4bdc9457SAndroid Build Coastguard Worker   assert(kc % sizeof(uint16_t) == 0);
35*4bdc9457SAndroid Build Coastguard Worker   assert(a != NULL);
36*4bdc9457SAndroid Build Coastguard Worker   assert(w_ptr != NULL);
37*4bdc9457SAndroid Build Coastguard Worker   assert(c != NULL);
38*4bdc9457SAndroid Build Coastguard Worker 
39*4bdc9457SAndroid Build Coastguard Worker   const uint16_t* a0 = (const uint16_t*) a;
40*4bdc9457SAndroid Build Coastguard Worker   uint16_t* c0 = (uint16_t*) c;
41*4bdc9457SAndroid Build Coastguard Worker   const uint16_t* a1 = (const uint16_t*) ((uintptr_t) a0 + a_stride);
42*4bdc9457SAndroid Build Coastguard Worker   uint16_t* c1 = (uint16_t*) ((uintptr_t) c0 + cm_stride);
43*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNPREDICTABLE(mr < 2) {
44*4bdc9457SAndroid Build Coastguard Worker     a1 = a0;
45*4bdc9457SAndroid Build Coastguard Worker     c1 = c0;
46*4bdc9457SAndroid Build Coastguard Worker   }
47*4bdc9457SAndroid Build Coastguard Worker   const uint16_t* a2 = (const uint16_t*) ((uintptr_t) a1 + a_stride);
48*4bdc9457SAndroid Build Coastguard Worker   uint16_t* c2 = (uint16_t*) ((uintptr_t) c1 + cm_stride);
49*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNPREDICTABLE(mr <= 2) {
50*4bdc9457SAndroid Build Coastguard Worker     a2 = a1;
51*4bdc9457SAndroid Build Coastguard Worker     c2 = c1;
52*4bdc9457SAndroid Build Coastguard Worker   }
53*4bdc9457SAndroid Build Coastguard Worker   const uint16_t* a3 = (const uint16_t*) ((uintptr_t) a2 + a_stride);
54*4bdc9457SAndroid Build Coastguard Worker   uint16_t* c3 = (uint16_t*) ((uintptr_t) c2 + cm_stride);
55*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNPREDICTABLE(mr != 4) {
56*4bdc9457SAndroid Build Coastguard Worker     a3 = a2;
57*4bdc9457SAndroid Build Coastguard Worker     c3 = c2;
58*4bdc9457SAndroid Build Coastguard Worker   }
59*4bdc9457SAndroid Build Coastguard Worker 
60*4bdc9457SAndroid Build Coastguard Worker   const uint16_t* w = (const uint16_t*) w_ptr;
61*4bdc9457SAndroid Build Coastguard Worker   const uint16x8_t vzero = vmovq_n_u16(0);
62*4bdc9457SAndroid Build Coastguard Worker   do {
63*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc0x0 = vreinterpretq_f32_u32(vshll_n_u16(vld1_lane_u16(w, vdup_n_u16(0), 0), 16)); w += 1;
64*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc0x1 = vreinterpretq_f32_u32(vshll_n_u16(vld1_lane_u16(w, vdup_n_u16(0), 0), 16)); w += 1;
65*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc0x2 = vreinterpretq_f32_u32(vshll_n_u16(vld1_lane_u16(w, vdup_n_u16(0), 0), 16)); w += 1;
66*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc0x3 = vreinterpretq_f32_u32(vshll_n_u16(vld1_lane_u16(w, vdup_n_u16(0), 0), 16)); w += 1;
67*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc1x0 = vacc0x0;
68*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc1x1 = vacc0x1;
69*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc1x2 = vacc0x2;
70*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc1x3 = vacc0x3;
71*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc2x0 = vacc0x0;
72*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc2x1 = vacc0x1;
73*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc2x2 = vacc0x2;
74*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc2x3 = vacc0x3;
75*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc3x0 = vacc0x0;
76*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc3x1 = vacc0x1;
77*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc3x2 = vacc0x2;
78*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc3x3 = vacc0x3;
79*4bdc9457SAndroid Build Coastguard Worker 
80*4bdc9457SAndroid Build Coastguard Worker     size_t k = kc;
81*4bdc9457SAndroid Build Coastguard Worker     for (; k >= 8 * sizeof(uint16_t); k -= 8 * sizeof(uint16_t)) {
82*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va0 = vld1q_u16(a0); a0 += 8;
83*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va1 = vld1q_u16(a1); a1 += 8;
84*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va2 = vld1q_u16(a2); a2 += 8;
85*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va3 = vld1q_u16(a3); a3 += 8;
86*4bdc9457SAndroid Build Coastguard Worker 
87*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vb0 = vld1q_u16(w); w += 8;
88*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vb1 = vld1q_u16(w); w += 8;
89*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vb2 = vld1q_u16(w); w += 8;
90*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vb3 = vld1q_u16(w); w += 8;
91*4bdc9457SAndroid Build Coastguard Worker 
92*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va0));
93*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va1));
94*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va2));
95*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va3));
96*4bdc9457SAndroid Build Coastguard Worker 
97*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb0e = vreinterpretq_f32_u16(vzip1q_u16(vzero, vb0));
98*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb1e = vreinterpretq_f32_u16(vzip1q_u16(vzero, vb1));
99*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb2e = vreinterpretq_f32_u16(vzip1q_u16(vzero, vb2));
100*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb3e = vreinterpretq_f32_u16(vzip1q_u16(vzero, vb3));
101*4bdc9457SAndroid Build Coastguard Worker 
102*4bdc9457SAndroid Build Coastguard Worker       vacc0x0 = vfmaq_f32(vacc0x0, va0e, vb0e);
103*4bdc9457SAndroid Build Coastguard Worker       vacc1x0 = vfmaq_f32(vacc1x0, va1e, vb0e);
104*4bdc9457SAndroid Build Coastguard Worker       vacc2x0 = vfmaq_f32(vacc2x0, va2e, vb0e);
105*4bdc9457SAndroid Build Coastguard Worker       vacc3x0 = vfmaq_f32(vacc3x0, va3e, vb0e);
106*4bdc9457SAndroid Build Coastguard Worker       vacc0x1 = vfmaq_f32(vacc0x1, va0e, vb1e);
107*4bdc9457SAndroid Build Coastguard Worker       vacc1x1 = vfmaq_f32(vacc1x1, va1e, vb1e);
108*4bdc9457SAndroid Build Coastguard Worker       vacc2x1 = vfmaq_f32(vacc2x1, va2e, vb1e);
109*4bdc9457SAndroid Build Coastguard Worker       vacc3x1 = vfmaq_f32(vacc3x1, va3e, vb1e);
110*4bdc9457SAndroid Build Coastguard Worker       vacc0x2 = vfmaq_f32(vacc0x2, va0e, vb2e);
111*4bdc9457SAndroid Build Coastguard Worker       vacc1x2 = vfmaq_f32(vacc1x2, va1e, vb2e);
112*4bdc9457SAndroid Build Coastguard Worker       vacc2x2 = vfmaq_f32(vacc2x2, va2e, vb2e);
113*4bdc9457SAndroid Build Coastguard Worker       vacc3x2 = vfmaq_f32(vacc3x2, va3e, vb2e);
114*4bdc9457SAndroid Build Coastguard Worker       vacc0x3 = vfmaq_f32(vacc0x3, va0e, vb3e);
115*4bdc9457SAndroid Build Coastguard Worker       vacc1x3 = vfmaq_f32(vacc1x3, va1e, vb3e);
116*4bdc9457SAndroid Build Coastguard Worker       vacc2x3 = vfmaq_f32(vacc2x3, va2e, vb3e);
117*4bdc9457SAndroid Build Coastguard Worker       vacc3x3 = vfmaq_f32(vacc3x3, va3e, vb3e);
118*4bdc9457SAndroid Build Coastguard Worker 
119*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va0));
120*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va1));
121*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va2));
122*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va3));
123*4bdc9457SAndroid Build Coastguard Worker 
124*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb0o = vreinterpretq_f32_u16(vzip2q_u16(vzero, vb0));
125*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb1o = vreinterpretq_f32_u16(vzip2q_u16(vzero, vb1));
126*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb2o = vreinterpretq_f32_u16(vzip2q_u16(vzero, vb2));
127*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb3o = vreinterpretq_f32_u16(vzip2q_u16(vzero, vb3));
128*4bdc9457SAndroid Build Coastguard Worker 
129*4bdc9457SAndroid Build Coastguard Worker       vacc0x0 = vfmaq_f32(vacc0x0, va0o, vb0o);
130*4bdc9457SAndroid Build Coastguard Worker       vacc1x0 = vfmaq_f32(vacc1x0, va1o, vb0o);
131*4bdc9457SAndroid Build Coastguard Worker       vacc2x0 = vfmaq_f32(vacc2x0, va2o, vb0o);
132*4bdc9457SAndroid Build Coastguard Worker       vacc3x0 = vfmaq_f32(vacc3x0, va3o, vb0o);
133*4bdc9457SAndroid Build Coastguard Worker       vacc0x1 = vfmaq_f32(vacc0x1, va0o, vb1o);
134*4bdc9457SAndroid Build Coastguard Worker       vacc1x1 = vfmaq_f32(vacc1x1, va1o, vb1o);
135*4bdc9457SAndroid Build Coastguard Worker       vacc2x1 = vfmaq_f32(vacc2x1, va2o, vb1o);
136*4bdc9457SAndroid Build Coastguard Worker       vacc3x1 = vfmaq_f32(vacc3x1, va3o, vb1o);
137*4bdc9457SAndroid Build Coastguard Worker       vacc0x2 = vfmaq_f32(vacc0x2, va0o, vb2o);
138*4bdc9457SAndroid Build Coastguard Worker       vacc1x2 = vfmaq_f32(vacc1x2, va1o, vb2o);
139*4bdc9457SAndroid Build Coastguard Worker       vacc2x2 = vfmaq_f32(vacc2x2, va2o, vb2o);
140*4bdc9457SAndroid Build Coastguard Worker       vacc3x2 = vfmaq_f32(vacc3x2, va3o, vb2o);
141*4bdc9457SAndroid Build Coastguard Worker       vacc0x3 = vfmaq_f32(vacc0x3, va0o, vb3o);
142*4bdc9457SAndroid Build Coastguard Worker       vacc1x3 = vfmaq_f32(vacc1x3, va1o, vb3o);
143*4bdc9457SAndroid Build Coastguard Worker       vacc2x3 = vfmaq_f32(vacc2x3, va2o, vb3o);
144*4bdc9457SAndroid Build Coastguard Worker       vacc3x3 = vfmaq_f32(vacc3x3, va3o, vb3o);
145*4bdc9457SAndroid Build Coastguard Worker     }
146*4bdc9457SAndroid Build Coastguard Worker     if XNN_UNLIKELY(k != 0) {
147*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va0 = vld1q_u16(a0); a0 = (const uint16_t*) ((uintptr_t) a0 + k);
148*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va1 = vld1q_u16(a1); a1 = (const uint16_t*) ((uintptr_t) a1 + k);
149*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va2 = vld1q_u16(a2); a2 = (const uint16_t*) ((uintptr_t) a2 + k);
150*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va3 = vld1q_u16(a3); a3 = (const uint16_t*) ((uintptr_t) a3 + k);
151*4bdc9457SAndroid Build Coastguard Worker 
152*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vb0 = vld1q_u16(w); w += 8;
153*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vb1 = vld1q_u16(w); w += 8;
154*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vb2 = vld1q_u16(w); w += 8;
155*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vb3 = vld1q_u16(w); w += 8;
156*4bdc9457SAndroid Build Coastguard Worker 
157*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vm0 = vceqq_u16(vb0, vmovq_n_u16(0));
158*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vm1 = vceqq_u16(vb1, vmovq_n_u16(0));
159*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vm2 = vceqq_u16(vb2, vmovq_n_u16(0));
160*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t vm3 = vceqq_u16(vb3, vmovq_n_u16(0));
161*4bdc9457SAndroid Build Coastguard Worker 
162*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb0e = vreinterpretq_f32_u16(vzip1q_u16(vzero, vb0));
163*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb1e = vreinterpretq_f32_u16(vzip1q_u16(vzero, vb1));
164*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb2e = vreinterpretq_f32_u16(vzip1q_u16(vzero, vb2));
165*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb3e = vreinterpretq_f32_u16(vzip1q_u16(vzero, vb3));
166*4bdc9457SAndroid Build Coastguard Worker 
167*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va0x0 = vbicq_u16(va0, vm0);
168*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va1x0 = vbicq_u16(va1, vm0);
169*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va2x0 = vbicq_u16(va2, vm0);
170*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va3x0 = vbicq_u16(va3, vm0);
171*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va0x1 = vbicq_u16(va0, vm1);
172*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va1x1 = vbicq_u16(va1, vm1);
173*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va2x1 = vbicq_u16(va2, vm1);
174*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va3x1 = vbicq_u16(va3, vm1);
175*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va0x2 = vbicq_u16(va0, vm2);
176*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va1x2 = vbicq_u16(va1, vm2);
177*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va2x2 = vbicq_u16(va2, vm2);
178*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va3x2 = vbicq_u16(va3, vm2);
179*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va0x3 = vbicq_u16(va0, vm3);
180*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va1x3 = vbicq_u16(va1, vm3);
181*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va2x3 = vbicq_u16(va2, vm3);
182*4bdc9457SAndroid Build Coastguard Worker       const uint16x8_t va3x3 = vbicq_u16(va3, vm3);
183*4bdc9457SAndroid Build Coastguard Worker 
184*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0x0e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va0x0));
185*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1x0e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va1x0));
186*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2x0e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va2x0));
187*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3x0e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va3x0));
188*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0x1e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va0x1));
189*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1x1e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va1x1));
190*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2x1e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va2x1));
191*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3x1e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va3x1));
192*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0x2e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va0x2));
193*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1x2e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va1x2));
194*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2x2e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va2x2));
195*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3x2e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va3x2));
196*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0x3e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va0x3));
197*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1x3e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va1x3));
198*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2x3e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va2x3));
199*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3x3e = vreinterpretq_f32_u16(vzip1q_u16(vzero, va3x3));
200*4bdc9457SAndroid Build Coastguard Worker 
201*4bdc9457SAndroid Build Coastguard Worker       vacc0x0 = vfmaq_f32(vacc0x0, va0x0e, vb0e);
202*4bdc9457SAndroid Build Coastguard Worker       vacc1x0 = vfmaq_f32(vacc1x0, va1x0e, vb0e);
203*4bdc9457SAndroid Build Coastguard Worker       vacc2x0 = vfmaq_f32(vacc2x0, va2x0e, vb0e);
204*4bdc9457SAndroid Build Coastguard Worker       vacc3x0 = vfmaq_f32(vacc3x0, va3x0e, vb0e);
205*4bdc9457SAndroid Build Coastguard Worker       vacc0x1 = vfmaq_f32(vacc0x1, va0x1e, vb1e);
206*4bdc9457SAndroid Build Coastguard Worker       vacc1x1 = vfmaq_f32(vacc1x1, va1x1e, vb1e);
207*4bdc9457SAndroid Build Coastguard Worker       vacc2x1 = vfmaq_f32(vacc2x1, va2x1e, vb1e);
208*4bdc9457SAndroid Build Coastguard Worker       vacc3x1 = vfmaq_f32(vacc3x1, va3x1e, vb1e);
209*4bdc9457SAndroid Build Coastguard Worker       vacc0x2 = vfmaq_f32(vacc0x2, va0x2e, vb2e);
210*4bdc9457SAndroid Build Coastguard Worker       vacc1x2 = vfmaq_f32(vacc1x2, va1x2e, vb2e);
211*4bdc9457SAndroid Build Coastguard Worker       vacc2x2 = vfmaq_f32(vacc2x2, va2x2e, vb2e);
212*4bdc9457SAndroid Build Coastguard Worker       vacc3x2 = vfmaq_f32(vacc3x2, va3x2e, vb2e);
213*4bdc9457SAndroid Build Coastguard Worker       vacc0x3 = vfmaq_f32(vacc0x3, va0x3e, vb3e);
214*4bdc9457SAndroid Build Coastguard Worker       vacc1x3 = vfmaq_f32(vacc1x3, va1x3e, vb3e);
215*4bdc9457SAndroid Build Coastguard Worker       vacc2x3 = vfmaq_f32(vacc2x3, va2x3e, vb3e);
216*4bdc9457SAndroid Build Coastguard Worker       vacc3x3 = vfmaq_f32(vacc3x3, va3x3e, vb3e);
217*4bdc9457SAndroid Build Coastguard Worker 
218*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb0o = vreinterpretq_f32_u16(vzip2q_u16(vzero, vb0));
219*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb1o = vreinterpretq_f32_u16(vzip2q_u16(vzero, vb1));
220*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb2o = vreinterpretq_f32_u16(vzip2q_u16(vzero, vb2));
221*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t vb3o = vreinterpretq_f32_u16(vzip2q_u16(vzero, vb3));
222*4bdc9457SAndroid Build Coastguard Worker 
223*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0x0o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va0x0));
224*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1x0o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va1x0));
225*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2x0o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va2x0));
226*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3x0o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va3x0));
227*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0x1o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va0x1));
228*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1x1o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va1x1));
229*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2x1o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va2x1));
230*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3x1o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va3x1));
231*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0x2o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va0x2));
232*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1x2o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va1x2));
233*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2x2o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va2x2));
234*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3x2o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va3x2));
235*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va0x3o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va0x3));
236*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va1x3o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va1x3));
237*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va2x3o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va2x3));
238*4bdc9457SAndroid Build Coastguard Worker       const float32x4_t va3x3o = vreinterpretq_f32_u16(vzip2q_u16(vzero, va3x3));
239*4bdc9457SAndroid Build Coastguard Worker 
240*4bdc9457SAndroid Build Coastguard Worker       vacc0x0 = vfmaq_f32(vacc0x0, va0x0o, vb0o);
241*4bdc9457SAndroid Build Coastguard Worker       vacc1x0 = vfmaq_f32(vacc1x0, va1x0o, vb0o);
242*4bdc9457SAndroid Build Coastguard Worker       vacc2x0 = vfmaq_f32(vacc2x0, va2x0o, vb0o);
243*4bdc9457SAndroid Build Coastguard Worker       vacc3x0 = vfmaq_f32(vacc3x0, va3x0o, vb0o);
244*4bdc9457SAndroid Build Coastguard Worker       vacc0x1 = vfmaq_f32(vacc0x1, va0x1o, vb1o);
245*4bdc9457SAndroid Build Coastguard Worker       vacc1x1 = vfmaq_f32(vacc1x1, va1x1o, vb1o);
246*4bdc9457SAndroid Build Coastguard Worker       vacc2x1 = vfmaq_f32(vacc2x1, va2x1o, vb1o);
247*4bdc9457SAndroid Build Coastguard Worker       vacc3x1 = vfmaq_f32(vacc3x1, va3x1o, vb1o);
248*4bdc9457SAndroid Build Coastguard Worker       vacc0x2 = vfmaq_f32(vacc0x2, va0x2o, vb2o);
249*4bdc9457SAndroid Build Coastguard Worker       vacc1x2 = vfmaq_f32(vacc1x2, va1x2o, vb2o);
250*4bdc9457SAndroid Build Coastguard Worker       vacc2x2 = vfmaq_f32(vacc2x2, va2x2o, vb2o);
251*4bdc9457SAndroid Build Coastguard Worker       vacc3x2 = vfmaq_f32(vacc3x2, va3x2o, vb2o);
252*4bdc9457SAndroid Build Coastguard Worker       vacc0x3 = vfmaq_f32(vacc0x3, va0x3o, vb3o);
253*4bdc9457SAndroid Build Coastguard Worker       vacc1x3 = vfmaq_f32(vacc1x3, va1x3o, vb3o);
254*4bdc9457SAndroid Build Coastguard Worker       vacc2x3 = vfmaq_f32(vacc2x3, va2x3o, vb3o);
255*4bdc9457SAndroid Build Coastguard Worker       vacc3x3 = vfmaq_f32(vacc3x3, va3x3o, vb3o);
256*4bdc9457SAndroid Build Coastguard Worker     }
257*4bdc9457SAndroid Build Coastguard Worker 
258*4bdc9457SAndroid Build Coastguard Worker #if XNN_ARCH_ARM64
259*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vacc0x01 = vpaddq_f32(vacc0x0, vacc0x1);
260*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vacc1x01 = vpaddq_f32(vacc1x0, vacc1x1);
261*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vacc2x01 = vpaddq_f32(vacc2x0, vacc2x1);
262*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vacc3x01 = vpaddq_f32(vacc3x0, vacc3x1);
263*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vacc0x23 = vpaddq_f32(vacc0x2, vacc0x3);
264*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vacc1x23 = vpaddq_f32(vacc1x2, vacc1x3);
265*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vacc2x23 = vpaddq_f32(vacc2x2, vacc2x3);
266*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vacc3x23 = vpaddq_f32(vacc3x2, vacc3x3);
267*4bdc9457SAndroid Build Coastguard Worker 
268*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc0x0123 = vpaddq_f32(vacc0x01, vacc0x23);
269*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc1x0123 = vpaddq_f32(vacc1x01, vacc1x23);
270*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc2x0123 = vpaddq_f32(vacc2x01, vacc2x23);
271*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc3x0123 = vpaddq_f32(vacc3x01, vacc3x23);
272*4bdc9457SAndroid Build Coastguard Worker #else
273*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum0x0 = vadd_f32(vget_low_f32(vacc0x0), vget_high_f32(vacc0x0));
274*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum1x0 = vadd_f32(vget_low_f32(vacc1x0), vget_high_f32(vacc1x0));
275*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum2x0 = vadd_f32(vget_low_f32(vacc2x0), vget_high_f32(vacc2x0));
276*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum3x0 = vadd_f32(vget_low_f32(vacc3x0), vget_high_f32(vacc3x0));
277*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum0x1 = vadd_f32(vget_low_f32(vacc0x1), vget_high_f32(vacc0x1));
278*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum1x1 = vadd_f32(vget_low_f32(vacc1x1), vget_high_f32(vacc1x1));
279*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum2x1 = vadd_f32(vget_low_f32(vacc2x1), vget_high_f32(vacc2x1));
280*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum3x1 = vadd_f32(vget_low_f32(vacc3x1), vget_high_f32(vacc3x1));
281*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum0x2 = vadd_f32(vget_low_f32(vacc0x2), vget_high_f32(vacc0x2));
282*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum1x2 = vadd_f32(vget_low_f32(vacc1x2), vget_high_f32(vacc1x2));
283*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum2x2 = vadd_f32(vget_low_f32(vacc2x2), vget_high_f32(vacc2x2));
284*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum3x2 = vadd_f32(vget_low_f32(vacc3x2), vget_high_f32(vacc3x2));
285*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum0x3 = vadd_f32(vget_low_f32(vacc0x3), vget_high_f32(vacc0x3));
286*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum1x3 = vadd_f32(vget_low_f32(vacc1x3), vget_high_f32(vacc1x3));
287*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum2x3 = vadd_f32(vget_low_f32(vacc2x3), vget_high_f32(vacc2x3));
288*4bdc9457SAndroid Build Coastguard Worker     const float32x2_t vsum3x3 = vadd_f32(vget_low_f32(vacc3x3), vget_high_f32(vacc3x3));
289*4bdc9457SAndroid Build Coastguard Worker 
290*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc0x0123 = vcombine_f32(vpadd_f32(vsum0x0, vsum0x1), vpadd_f32(vsum0x2, vsum0x3));
291*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc1x0123 = vcombine_f32(vpadd_f32(vsum1x0, vsum1x1), vpadd_f32(vsum1x2, vsum1x3));
292*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc2x0123 = vcombine_f32(vpadd_f32(vsum2x0, vsum2x1), vpadd_f32(vsum2x2, vsum2x3));
293*4bdc9457SAndroid Build Coastguard Worker     float32x4_t vacc3x0123 = vcombine_f32(vpadd_f32(vsum3x0, vsum3x1), vpadd_f32(vsum3x2, vsum3x3));
294*4bdc9457SAndroid Build Coastguard Worker #endif
295*4bdc9457SAndroid Build Coastguard Worker 
296*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vmax = vld1q_dup_f32(&params->scalar.max);
297*4bdc9457SAndroid Build Coastguard Worker     vacc0x0123 = vminq_f32(vacc0x0123, vmax);
298*4bdc9457SAndroid Build Coastguard Worker     vacc1x0123 = vminq_f32(vacc1x0123, vmax);
299*4bdc9457SAndroid Build Coastguard Worker     vacc2x0123 = vminq_f32(vacc2x0123, vmax);
300*4bdc9457SAndroid Build Coastguard Worker     vacc3x0123 = vminq_f32(vacc3x0123, vmax);
301*4bdc9457SAndroid Build Coastguard Worker 
302*4bdc9457SAndroid Build Coastguard Worker     const float32x4_t vmin = vld1q_dup_f32(&params->scalar.min);
303*4bdc9457SAndroid Build Coastguard Worker     vacc0x0123 = vmaxq_f32(vacc0x0123, vmin);
304*4bdc9457SAndroid Build Coastguard Worker     vacc1x0123 = vmaxq_f32(vacc1x0123, vmin);
305*4bdc9457SAndroid Build Coastguard Worker     vacc2x0123 = vmaxq_f32(vacc2x0123, vmin);
306*4bdc9457SAndroid Build Coastguard Worker     vacc3x0123 = vmaxq_f32(vacc3x0123, vmin);
307*4bdc9457SAndroid Build Coastguard Worker 
308*4bdc9457SAndroid Build Coastguard Worker     uint16x4_t vout0x0123 = vshrn_n_u32(vreinterpretq_u32_f32(vacc0x0123), 16);
309*4bdc9457SAndroid Build Coastguard Worker     uint16x4_t vout1x0123 = vshrn_n_u32(vreinterpretq_u32_f32(vacc1x0123), 16);
310*4bdc9457SAndroid Build Coastguard Worker     uint16x4_t vout2x0123 = vshrn_n_u32(vreinterpretq_u32_f32(vacc2x0123), 16);
311*4bdc9457SAndroid Build Coastguard Worker     uint16x4_t vout3x0123 = vshrn_n_u32(vreinterpretq_u32_f32(vacc3x0123), 16);
312*4bdc9457SAndroid Build Coastguard Worker 
313*4bdc9457SAndroid Build Coastguard Worker     if XNN_LIKELY(nc >= 4) {
314*4bdc9457SAndroid Build Coastguard Worker       vst1_u16(c0, vout0x0123);
315*4bdc9457SAndroid Build Coastguard Worker       c0 = (uint16_t*) ((uintptr_t) c0 + cn_stride);
316*4bdc9457SAndroid Build Coastguard Worker       vst1_u16(c1, vout1x0123);
317*4bdc9457SAndroid Build Coastguard Worker       c1 = (uint16_t*) ((uintptr_t) c1 + cn_stride);
318*4bdc9457SAndroid Build Coastguard Worker       vst1_u16(c2, vout2x0123);
319*4bdc9457SAndroid Build Coastguard Worker       c2 = (uint16_t*) ((uintptr_t) c2 + cn_stride);
320*4bdc9457SAndroid Build Coastguard Worker       vst1_u16(c3, vout3x0123);
321*4bdc9457SAndroid Build Coastguard Worker       c3 = (uint16_t*) ((uintptr_t) c3 + cn_stride);
322*4bdc9457SAndroid Build Coastguard Worker 
323*4bdc9457SAndroid Build Coastguard Worker       a0 = (const uint16_t*) ((uintptr_t) a0 - kc);
324*4bdc9457SAndroid Build Coastguard Worker       a1 = (const uint16_t*) ((uintptr_t) a1 - kc);
325*4bdc9457SAndroid Build Coastguard Worker       a2 = (const uint16_t*) ((uintptr_t) a2 - kc);
326*4bdc9457SAndroid Build Coastguard Worker       a3 = (const uint16_t*) ((uintptr_t) a3 - kc);
327*4bdc9457SAndroid Build Coastguard Worker 
328*4bdc9457SAndroid Build Coastguard Worker       nc -= 4;
329*4bdc9457SAndroid Build Coastguard Worker     } else {
330*4bdc9457SAndroid Build Coastguard Worker       if (nc & 2) {
331*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u32((void*) c0, vreinterpret_u32_u16(vout0x0123), 0); c0 += 2;
332*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u32((void*) c1, vreinterpret_u32_u16(vout1x0123), 0); c1 += 2;
333*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u32((void*) c2, vreinterpret_u32_u16(vout2x0123), 0); c2 += 2;
334*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u32((void*) c3, vreinterpret_u32_u16(vout3x0123), 0); c3 += 2;
335*4bdc9457SAndroid Build Coastguard Worker 
336*4bdc9457SAndroid Build Coastguard Worker         vout0x0123 = vext_u16(vout0x0123, vout0x0123, 2);
337*4bdc9457SAndroid Build Coastguard Worker         vout1x0123 = vext_u16(vout1x0123, vout1x0123, 2);
338*4bdc9457SAndroid Build Coastguard Worker         vout2x0123 = vext_u16(vout2x0123, vout2x0123, 2);
339*4bdc9457SAndroid Build Coastguard Worker         vout3x0123 = vext_u16(vout3x0123, vout3x0123, 2);
340*4bdc9457SAndroid Build Coastguard Worker       }
341*4bdc9457SAndroid Build Coastguard Worker       if (nc & 1) {
342*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u16(c0, vout0x0123, 0);
343*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u16(c1, vout1x0123, 0);
344*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u16(c2, vout2x0123, 0);
345*4bdc9457SAndroid Build Coastguard Worker         vst1_lane_u16(c3, vout3x0123, 0);
346*4bdc9457SAndroid Build Coastguard Worker       }
347*4bdc9457SAndroid Build Coastguard Worker 
348*4bdc9457SAndroid Build Coastguard Worker       nc = 0;
349*4bdc9457SAndroid Build Coastguard Worker     }
350*4bdc9457SAndroid Build Coastguard Worker   } while (nc != 0);
351*4bdc9457SAndroid Build Coastguard Worker }
352