xref: /aosp_15_r20/external/XNNPACK/src/f32-spmm/gen/32x1-minmax-wasmsimd-x86.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker //   Template: src/f32-spmm/wasmsimd.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 <wasm_simd128.h>
13*4bdc9457SAndroid Build Coastguard Worker 
14*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/spmm.h>
15*4bdc9457SAndroid Build Coastguard Worker 
16*4bdc9457SAndroid Build Coastguard Worker 
xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86(size_t mc,size_t nc,const float * restrict input,const float * restrict weights,const int32_t * restrict widx_dmap,const uint32_t * restrict nidx_nnzmap,float * restrict output,size_t output_stride,const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])17*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86(
18*4bdc9457SAndroid Build Coastguard Worker     size_t mc,
19*4bdc9457SAndroid Build Coastguard Worker     size_t nc,
20*4bdc9457SAndroid Build Coastguard Worker     const float*restrict input,
21*4bdc9457SAndroid Build Coastguard Worker     const float*restrict weights,
22*4bdc9457SAndroid Build Coastguard Worker     const int32_t*restrict widx_dmap,
23*4bdc9457SAndroid Build Coastguard Worker     const uint32_t*restrict nidx_nnzmap,
24*4bdc9457SAndroid Build Coastguard Worker     float*restrict output,
25*4bdc9457SAndroid Build Coastguard Worker     size_t output_stride,
26*4bdc9457SAndroid Build Coastguard Worker     const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
27*4bdc9457SAndroid Build Coastguard Worker {
28*4bdc9457SAndroid Build Coastguard Worker   assert(mc != 0);
29*4bdc9457SAndroid Build Coastguard Worker   assert(mc % sizeof(float) == 0);
30*4bdc9457SAndroid Build Coastguard Worker   assert(nc != 0);
31*4bdc9457SAndroid Build Coastguard Worker 
32*4bdc9457SAndroid Build Coastguard Worker   const v128_t vmin = wasm_v128_load64_splat(params->wasmsimd.min);
33*4bdc9457SAndroid Build Coastguard Worker   const v128_t vmax = wasm_v128_load64_splat(params->wasmsimd.max);
34*4bdc9457SAndroid Build Coastguard Worker   size_t output_decrement = output_stride * nc - 32 * sizeof(float);
35*4bdc9457SAndroid Build Coastguard Worker   while XNN_LIKELY(mc >= 32 * sizeof(float)) {
36*4bdc9457SAndroid Build Coastguard Worker     const float*restrict w = weights;
37*4bdc9457SAndroid Build Coastguard Worker     const int32_t* dmap = widx_dmap;
38*4bdc9457SAndroid Build Coastguard Worker     const uint32_t* nnzmap = nidx_nnzmap;
39*4bdc9457SAndroid Build Coastguard Worker     size_t n = nc;
40*4bdc9457SAndroid Build Coastguard Worker     do {
41*4bdc9457SAndroid Build Coastguard Worker       uint32_t nnz = *nnzmap++;
42*4bdc9457SAndroid Build Coastguard Worker       v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
43*4bdc9457SAndroid Build Coastguard Worker       v128_t vacc4567 = vacc0123;
44*4bdc9457SAndroid Build Coastguard Worker       v128_t vacc89AB = vacc0123;
45*4bdc9457SAndroid Build Coastguard Worker       v128_t vaccCDEF = vacc0123;
46*4bdc9457SAndroid Build Coastguard Worker       v128_t vaccGHIJ = vacc0123;
47*4bdc9457SAndroid Build Coastguard Worker       v128_t vaccKLMN = vacc0123;
48*4bdc9457SAndroid Build Coastguard Worker       v128_t vaccOPQR = vacc0123;
49*4bdc9457SAndroid Build Coastguard Worker       v128_t vaccSTUV = vacc0123;
50*4bdc9457SAndroid Build Coastguard Worker       if XNN_LIKELY(nnz != 0) {
51*4bdc9457SAndroid Build Coastguard Worker         do {
52*4bdc9457SAndroid Build Coastguard Worker           const intptr_t diff = *dmap++;
53*4bdc9457SAndroid Build Coastguard Worker           const v128_t vi0123 = wasm_v128_load(input);
54*4bdc9457SAndroid Build Coastguard Worker           const v128_t vi4567 = wasm_v128_load(input + 4);
55*4bdc9457SAndroid Build Coastguard Worker           const v128_t vi89AB = wasm_v128_load(input + 8);
56*4bdc9457SAndroid Build Coastguard Worker           const v128_t viCDEF = wasm_v128_load(input + 12);
57*4bdc9457SAndroid Build Coastguard Worker           const v128_t viGHIJ = wasm_v128_load(input + 16);
58*4bdc9457SAndroid Build Coastguard Worker           const v128_t viKLMN = wasm_v128_load(input + 20);
59*4bdc9457SAndroid Build Coastguard Worker           const v128_t viOPQR = wasm_v128_load(input + 24);
60*4bdc9457SAndroid Build Coastguard Worker           const v128_t viSTUV = wasm_v128_load(input + 28);
61*4bdc9457SAndroid Build Coastguard Worker           input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
62*4bdc9457SAndroid Build Coastguard Worker           const v128_t vw = wasm_v128_load32_splat(w); w += 1;
63*4bdc9457SAndroid Build Coastguard Worker           vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
64*4bdc9457SAndroid Build Coastguard Worker           vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
65*4bdc9457SAndroid Build Coastguard Worker           vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw));
66*4bdc9457SAndroid Build Coastguard Worker           vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw));
67*4bdc9457SAndroid Build Coastguard Worker           vaccGHIJ = wasm_f32x4_add(vaccGHIJ, wasm_f32x4_mul(viGHIJ, vw));
68*4bdc9457SAndroid Build Coastguard Worker           vaccKLMN = wasm_f32x4_add(vaccKLMN, wasm_f32x4_mul(viKLMN, vw));
69*4bdc9457SAndroid Build Coastguard Worker           vaccOPQR = wasm_f32x4_add(vaccOPQR, wasm_f32x4_mul(viOPQR, vw));
70*4bdc9457SAndroid Build Coastguard Worker           vaccSTUV = wasm_f32x4_add(vaccSTUV, wasm_f32x4_mul(viSTUV, vw));
71*4bdc9457SAndroid Build Coastguard Worker         } while (--nnz != 0);
72*4bdc9457SAndroid Build Coastguard Worker       }
73*4bdc9457SAndroid Build Coastguard Worker       v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
74*4bdc9457SAndroid Build Coastguard Worker       v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
75*4bdc9457SAndroid Build Coastguard Worker       v128_t vout89AB = wasm_f32x4_pmin(vmax, vacc89AB);
76*4bdc9457SAndroid Build Coastguard Worker       v128_t voutCDEF = wasm_f32x4_pmin(vmax, vaccCDEF);
77*4bdc9457SAndroid Build Coastguard Worker       v128_t voutGHIJ = wasm_f32x4_pmin(vmax, vaccGHIJ);
78*4bdc9457SAndroid Build Coastguard Worker       v128_t voutKLMN = wasm_f32x4_pmin(vmax, vaccKLMN);
79*4bdc9457SAndroid Build Coastguard Worker       v128_t voutOPQR = wasm_f32x4_pmin(vmax, vaccOPQR);
80*4bdc9457SAndroid Build Coastguard Worker       v128_t voutSTUV = wasm_f32x4_pmin(vmax, vaccSTUV);
81*4bdc9457SAndroid Build Coastguard Worker       vout0123 = wasm_f32x4_pmax(vmin, vout0123);
82*4bdc9457SAndroid Build Coastguard Worker       vout4567 = wasm_f32x4_pmax(vmin, vout4567);
83*4bdc9457SAndroid Build Coastguard Worker       vout89AB = wasm_f32x4_pmax(vmin, vout89AB);
84*4bdc9457SAndroid Build Coastguard Worker       voutCDEF = wasm_f32x4_pmax(vmin, voutCDEF);
85*4bdc9457SAndroid Build Coastguard Worker       voutGHIJ = wasm_f32x4_pmax(vmin, voutGHIJ);
86*4bdc9457SAndroid Build Coastguard Worker       voutKLMN = wasm_f32x4_pmax(vmin, voutKLMN);
87*4bdc9457SAndroid Build Coastguard Worker       voutOPQR = wasm_f32x4_pmax(vmin, voutOPQR);
88*4bdc9457SAndroid Build Coastguard Worker       voutSTUV = wasm_f32x4_pmax(vmin, voutSTUV);
89*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output, vout0123);
90*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 4, vout4567);
91*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 8, vout89AB);
92*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 12, voutCDEF);
93*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 16, voutGHIJ);
94*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 20, voutKLMN);
95*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 24, voutOPQR);
96*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 28, voutSTUV);
97*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output + output_stride);
98*4bdc9457SAndroid Build Coastguard Worker     } while (--n != 0);
99*4bdc9457SAndroid Build Coastguard Worker     output = (float*restrict) ((uintptr_t) output - output_decrement);
100*4bdc9457SAndroid Build Coastguard Worker     input += 32;
101*4bdc9457SAndroid Build Coastguard Worker     mc -= 32 * sizeof(float);
102*4bdc9457SAndroid Build Coastguard Worker   }
103*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNLIKELY(mc != 0) {
104*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 16 * sizeof(float);
105*4bdc9457SAndroid Build Coastguard Worker     if (mc & (16 * sizeof(float))) {
106*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
107*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
108*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
109*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
110*4bdc9457SAndroid Build Coastguard Worker       do {
111*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
112*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
113*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc4567 = vacc0123;
114*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc89AB = vacc0123;
115*4bdc9457SAndroid Build Coastguard Worker         v128_t vaccCDEF = vacc0123;
116*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
117*4bdc9457SAndroid Build Coastguard Worker           do {
118*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
119*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi0123 = wasm_v128_load(input);
120*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi4567 = wasm_v128_load(input + 4);
121*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi89AB = wasm_v128_load(input + 8);
122*4bdc9457SAndroid Build Coastguard Worker             const v128_t viCDEF = wasm_v128_load(input + 12);
123*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
124*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
125*4bdc9457SAndroid Build Coastguard Worker             vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
126*4bdc9457SAndroid Build Coastguard Worker             vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
127*4bdc9457SAndroid Build Coastguard Worker             vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw));
128*4bdc9457SAndroid Build Coastguard Worker             vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw));
129*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
130*4bdc9457SAndroid Build Coastguard Worker         }
131*4bdc9457SAndroid Build Coastguard Worker         v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
132*4bdc9457SAndroid Build Coastguard Worker         v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
133*4bdc9457SAndroid Build Coastguard Worker         v128_t vout89AB = wasm_f32x4_pmin(vmax, vacc89AB);
134*4bdc9457SAndroid Build Coastguard Worker         v128_t voutCDEF = wasm_f32x4_pmin(vmax, vaccCDEF);
135*4bdc9457SAndroid Build Coastguard Worker         vout0123 = wasm_f32x4_pmax(vmin, vout0123);
136*4bdc9457SAndroid Build Coastguard Worker         vout4567 = wasm_f32x4_pmax(vmin, vout4567);
137*4bdc9457SAndroid Build Coastguard Worker         vout89AB = wasm_f32x4_pmax(vmin, vout89AB);
138*4bdc9457SAndroid Build Coastguard Worker         voutCDEF = wasm_f32x4_pmax(vmin, voutCDEF);
139*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output, vout0123);
140*4bdc9457SAndroid Build Coastguard Worker 
141*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output + 4, vout4567);
142*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output + 8, vout89AB);
143*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output + 12, voutCDEF);
144*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
145*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
146*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
147*4bdc9457SAndroid Build Coastguard Worker       input += 16;
148*4bdc9457SAndroid Build Coastguard Worker     }
149*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 8 * sizeof(float);
150*4bdc9457SAndroid Build Coastguard Worker     if (mc & (8 * sizeof(float))) {
151*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
152*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
153*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
154*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
155*4bdc9457SAndroid Build Coastguard Worker       do {
156*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
157*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
158*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc4567 = vacc0123;
159*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
160*4bdc9457SAndroid Build Coastguard Worker           do {
161*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
162*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi0123 = wasm_v128_load(input);
163*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi4567 = wasm_v128_load(input + 4);
164*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
165*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
166*4bdc9457SAndroid Build Coastguard Worker             vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
167*4bdc9457SAndroid Build Coastguard Worker             vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
168*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
169*4bdc9457SAndroid Build Coastguard Worker         }
170*4bdc9457SAndroid Build Coastguard Worker         v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
171*4bdc9457SAndroid Build Coastguard Worker         v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
172*4bdc9457SAndroid Build Coastguard Worker         vout0123 = wasm_f32x4_pmax(vmin, vout0123);
173*4bdc9457SAndroid Build Coastguard Worker         vout4567 = wasm_f32x4_pmax(vmin, vout4567);
174*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output, vout0123);
175*4bdc9457SAndroid Build Coastguard Worker 
176*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output + 4, vout4567);
177*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
178*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
179*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
180*4bdc9457SAndroid Build Coastguard Worker       input += 8;
181*4bdc9457SAndroid Build Coastguard Worker     }
182*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 4 * sizeof(float);
183*4bdc9457SAndroid Build Coastguard Worker     if (mc & (4 * sizeof(float))) {
184*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
185*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
186*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
187*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
188*4bdc9457SAndroid Build Coastguard Worker       do {
189*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
190*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
191*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
192*4bdc9457SAndroid Build Coastguard Worker           do {
193*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
194*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi0123 = wasm_v128_load(input);
195*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
196*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
197*4bdc9457SAndroid Build Coastguard Worker             vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
198*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
199*4bdc9457SAndroid Build Coastguard Worker         }
200*4bdc9457SAndroid Build Coastguard Worker         v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
201*4bdc9457SAndroid Build Coastguard Worker         vout0123 = wasm_f32x4_pmax(vmin, vout0123);
202*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output, vout0123);
203*4bdc9457SAndroid Build Coastguard Worker 
204*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
205*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
206*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
207*4bdc9457SAndroid Build Coastguard Worker       input += 4;
208*4bdc9457SAndroid Build Coastguard Worker     }
209*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 2 * sizeof(float);
210*4bdc9457SAndroid Build Coastguard Worker     if (mc & (2 * sizeof(float))) {
211*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
212*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
213*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
214*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
215*4bdc9457SAndroid Build Coastguard Worker       do {
216*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
217*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc01 = wasm_v128_load32_splat(w); w += 1;
218*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
219*4bdc9457SAndroid Build Coastguard Worker           do {
220*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
221*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi01 = wasm_v128_load64_splat(input);
222*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
223*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
224*4bdc9457SAndroid Build Coastguard Worker             vacc01 = wasm_f32x4_add(vacc01, wasm_f32x4_mul(vi01, vw));
225*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
226*4bdc9457SAndroid Build Coastguard Worker         }
227*4bdc9457SAndroid Build Coastguard Worker         v128_t vout01 = wasm_f32x4_pmin(vmax, vacc01);
228*4bdc9457SAndroid Build Coastguard Worker         vout01 = wasm_f32x4_pmax(vmin, vout01);
229*4bdc9457SAndroid Build Coastguard Worker         *((double*) output) = wasm_f64x2_extract_lane(vout01, 0);
230*4bdc9457SAndroid Build Coastguard Worker 
231*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
232*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
233*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
234*4bdc9457SAndroid Build Coastguard Worker       input += 2;
235*4bdc9457SAndroid Build Coastguard Worker     }
236*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 1 * sizeof(float);
237*4bdc9457SAndroid Build Coastguard Worker     if (mc & (1 * sizeof(float))) {
238*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
239*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
240*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
241*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
242*4bdc9457SAndroid Build Coastguard Worker       do {
243*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
244*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc0 = wasm_v128_load32_splat(w); w += 1;
245*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
246*4bdc9457SAndroid Build Coastguard Worker           do {
247*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
248*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi0 = wasm_v128_load32_splat(input);
249*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
250*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
251*4bdc9457SAndroid Build Coastguard Worker             vacc0 = wasm_f32x4_add(vacc0, wasm_f32x4_mul(vi0, vw));
252*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
253*4bdc9457SAndroid Build Coastguard Worker         }
254*4bdc9457SAndroid Build Coastguard Worker         v128_t vout0 = wasm_f32x4_pmin(vmax, vacc0);
255*4bdc9457SAndroid Build Coastguard Worker         vout0 = wasm_f32x4_pmax(vmin, vout0);
256*4bdc9457SAndroid Build Coastguard Worker         *output = wasm_f32x4_extract_lane(vout0, 0);
257*4bdc9457SAndroid Build Coastguard Worker 
258*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
259*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
260*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
261*4bdc9457SAndroid Build Coastguard Worker       input += 1;
262*4bdc9457SAndroid Build Coastguard Worker     }
263*4bdc9457SAndroid Build Coastguard Worker   }
264*4bdc9457SAndroid Build Coastguard Worker }
265