xref: /aosp_15_r20/external/XNNPACK/src/f32-spmm/gen/32x1-minmax-wasmsimd-x86-pipelined.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker //   Template: src/f32-spmm/wasmsimd-pipelined.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_pipelined(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_pipelined(
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     v128_t vw = wasm_v128_load32_splat(w); w += 1;
40*4bdc9457SAndroid Build Coastguard Worker     intptr_t diff = *dmap++;
41*4bdc9457SAndroid Build Coastguard Worker     v128_t vi0123 = wasm_v128_load(input + 0);
42*4bdc9457SAndroid Build Coastguard Worker     v128_t vi4567 = wasm_v128_load(input + 4);
43*4bdc9457SAndroid Build Coastguard Worker     v128_t vi89AB = wasm_v128_load(input + 8);
44*4bdc9457SAndroid Build Coastguard Worker     v128_t viCDEF = wasm_v128_load(input + 12);
45*4bdc9457SAndroid Build Coastguard Worker     v128_t viGHIJ = wasm_v128_load(input + 16);
46*4bdc9457SAndroid Build Coastguard Worker     v128_t viKLMN = wasm_v128_load(input + 20);
47*4bdc9457SAndroid Build Coastguard Worker     v128_t viOPQR = wasm_v128_load(input + 24);
48*4bdc9457SAndroid Build Coastguard Worker     v128_t viSTUV = wasm_v128_load(input + 28);
49*4bdc9457SAndroid Build Coastguard Worker     size_t n = nc;
50*4bdc9457SAndroid Build Coastguard Worker     do {
51*4bdc9457SAndroid Build Coastguard Worker       uint32_t nnz = *nnzmap++;
52*4bdc9457SAndroid Build Coastguard Worker        v128_t vacc0123 = vw;
53*4bdc9457SAndroid Build Coastguard Worker        v128_t vacc4567 = vw;
54*4bdc9457SAndroid Build Coastguard Worker        v128_t vacc89AB = vw;
55*4bdc9457SAndroid Build Coastguard Worker        v128_t vaccCDEF = vw;
56*4bdc9457SAndroid Build Coastguard Worker        v128_t vaccGHIJ = vw;
57*4bdc9457SAndroid Build Coastguard Worker        v128_t vaccKLMN = vw;
58*4bdc9457SAndroid Build Coastguard Worker        v128_t vaccOPQR = vw;
59*4bdc9457SAndroid Build Coastguard Worker        v128_t vaccSTUV = vw;
60*4bdc9457SAndroid Build Coastguard Worker       vw = wasm_v128_load32_splat(w); w += 1;
61*4bdc9457SAndroid Build Coastguard Worker 
62*4bdc9457SAndroid Build Coastguard Worker 
63*4bdc9457SAndroid Build Coastguard Worker       if XNN_LIKELY(nnz != 0) {
64*4bdc9457SAndroid Build Coastguard Worker         do {
65*4bdc9457SAndroid Build Coastguard Worker           vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
66*4bdc9457SAndroid Build Coastguard Worker           vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
67*4bdc9457SAndroid Build Coastguard Worker           vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw));
68*4bdc9457SAndroid Build Coastguard Worker           vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw));
69*4bdc9457SAndroid Build Coastguard Worker           vaccGHIJ = wasm_f32x4_add(vaccGHIJ, wasm_f32x4_mul(viGHIJ, vw));
70*4bdc9457SAndroid Build Coastguard Worker           vaccKLMN = wasm_f32x4_add(vaccKLMN, wasm_f32x4_mul(viKLMN, vw));
71*4bdc9457SAndroid Build Coastguard Worker           vaccOPQR = wasm_f32x4_add(vaccOPQR, wasm_f32x4_mul(viOPQR, vw));
72*4bdc9457SAndroid Build Coastguard Worker           vaccSTUV = wasm_f32x4_add(vaccSTUV, wasm_f32x4_mul(viSTUV, vw));
73*4bdc9457SAndroid Build Coastguard Worker           input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
74*4bdc9457SAndroid Build Coastguard Worker 
75*4bdc9457SAndroid Build Coastguard Worker           diff = *dmap++;
76*4bdc9457SAndroid Build Coastguard Worker           vw = wasm_v128_load32_splat(w); w += 1;
77*4bdc9457SAndroid Build Coastguard Worker           vi0123 = wasm_v128_load(input + 0);
78*4bdc9457SAndroid Build Coastguard Worker           vi4567 = wasm_v128_load(input + 4);
79*4bdc9457SAndroid Build Coastguard Worker           vi89AB = wasm_v128_load(input + 8);
80*4bdc9457SAndroid Build Coastguard Worker           viCDEF = wasm_v128_load(input + 12);
81*4bdc9457SAndroid Build Coastguard Worker           viGHIJ = wasm_v128_load(input + 16);
82*4bdc9457SAndroid Build Coastguard Worker           viKLMN = wasm_v128_load(input + 20);
83*4bdc9457SAndroid Build Coastguard Worker           viOPQR = wasm_v128_load(input + 24);
84*4bdc9457SAndroid Build Coastguard Worker           viSTUV = wasm_v128_load(input + 28);
85*4bdc9457SAndroid Build Coastguard Worker         } while (--nnz != 0);
86*4bdc9457SAndroid Build Coastguard Worker       }
87*4bdc9457SAndroid Build Coastguard Worker       v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
88*4bdc9457SAndroid Build Coastguard Worker       v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
89*4bdc9457SAndroid Build Coastguard Worker       v128_t vout89AB = wasm_f32x4_pmin(vmax, vacc89AB);
90*4bdc9457SAndroid Build Coastguard Worker       v128_t voutCDEF = wasm_f32x4_pmin(vmax, vaccCDEF);
91*4bdc9457SAndroid Build Coastguard Worker       v128_t voutGHIJ = wasm_f32x4_pmin(vmax, vaccGHIJ);
92*4bdc9457SAndroid Build Coastguard Worker       v128_t voutKLMN = wasm_f32x4_pmin(vmax, vaccKLMN);
93*4bdc9457SAndroid Build Coastguard Worker       v128_t voutOPQR = wasm_f32x4_pmin(vmax, vaccOPQR);
94*4bdc9457SAndroid Build Coastguard Worker       v128_t voutSTUV = wasm_f32x4_pmin(vmax, vaccSTUV);
95*4bdc9457SAndroid Build Coastguard Worker       vout0123 = wasm_f32x4_pmax(vmin, vout0123);
96*4bdc9457SAndroid Build Coastguard Worker       vout4567 = wasm_f32x4_pmax(vmin, vout4567);
97*4bdc9457SAndroid Build Coastguard Worker       vout89AB = wasm_f32x4_pmax(vmin, vout89AB);
98*4bdc9457SAndroid Build Coastguard Worker       voutCDEF = wasm_f32x4_pmax(vmin, voutCDEF);
99*4bdc9457SAndroid Build Coastguard Worker       voutGHIJ = wasm_f32x4_pmax(vmin, voutGHIJ);
100*4bdc9457SAndroid Build Coastguard Worker       voutKLMN = wasm_f32x4_pmax(vmin, voutKLMN);
101*4bdc9457SAndroid Build Coastguard Worker       voutOPQR = wasm_f32x4_pmax(vmin, voutOPQR);
102*4bdc9457SAndroid Build Coastguard Worker       voutSTUV = wasm_f32x4_pmax(vmin, voutSTUV);
103*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output, vout0123);
104*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 4, vout4567);
105*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 8, vout89AB);
106*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 12, voutCDEF);
107*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 16, voutGHIJ);
108*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 20, voutKLMN);
109*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 24, voutOPQR);
110*4bdc9457SAndroid Build Coastguard Worker       wasm_v128_store(output + 28, voutSTUV);
111*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output + output_stride);
112*4bdc9457SAndroid Build Coastguard Worker     } while (--n != 0);
113*4bdc9457SAndroid Build Coastguard Worker     output = (float*restrict) ((uintptr_t) output - output_decrement);
114*4bdc9457SAndroid Build Coastguard Worker     input += 32;
115*4bdc9457SAndroid Build Coastguard Worker     mc -= 32 * sizeof(float);
116*4bdc9457SAndroid Build Coastguard Worker   }
117*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNLIKELY(mc != 0) {
118*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 16 * sizeof(float);
119*4bdc9457SAndroid Build Coastguard Worker     if (mc & (16 * sizeof(float))) {
120*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
121*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
122*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
123*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
124*4bdc9457SAndroid Build Coastguard Worker       do {
125*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
126*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
127*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc4567 = vacc0123;
128*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc89AB = vacc0123;
129*4bdc9457SAndroid Build Coastguard Worker         v128_t vaccCDEF = vacc0123;
130*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
131*4bdc9457SAndroid Build Coastguard Worker           do {
132*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
133*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi0123 = wasm_v128_load(input);
134*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi4567 = wasm_v128_load(input + 4);
135*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi89AB = wasm_v128_load(input + 8);
136*4bdc9457SAndroid Build Coastguard Worker             const v128_t viCDEF = wasm_v128_load(input + 12);
137*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
138*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
139*4bdc9457SAndroid Build Coastguard Worker             vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
140*4bdc9457SAndroid Build Coastguard Worker             vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
141*4bdc9457SAndroid Build Coastguard Worker             vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw));
142*4bdc9457SAndroid Build Coastguard Worker             vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw));
143*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
144*4bdc9457SAndroid Build Coastguard Worker         }
145*4bdc9457SAndroid Build Coastguard Worker         v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
146*4bdc9457SAndroid Build Coastguard Worker         v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
147*4bdc9457SAndroid Build Coastguard Worker         v128_t vout89AB = wasm_f32x4_pmin(vmax, vacc89AB);
148*4bdc9457SAndroid Build Coastguard Worker         v128_t voutCDEF = wasm_f32x4_pmin(vmax, vaccCDEF);
149*4bdc9457SAndroid Build Coastguard Worker         vout0123 = wasm_f32x4_pmax(vmin, vout0123);
150*4bdc9457SAndroid Build Coastguard Worker         vout4567 = wasm_f32x4_pmax(vmin, vout4567);
151*4bdc9457SAndroid Build Coastguard Worker         vout89AB = wasm_f32x4_pmax(vmin, vout89AB);
152*4bdc9457SAndroid Build Coastguard Worker         voutCDEF = wasm_f32x4_pmax(vmin, voutCDEF);
153*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output, vout0123);
154*4bdc9457SAndroid Build Coastguard Worker 
155*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output + 4, vout4567);
156*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output + 8, vout89AB);
157*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output + 12, voutCDEF);
158*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
159*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
160*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
161*4bdc9457SAndroid Build Coastguard Worker       input += 16;
162*4bdc9457SAndroid Build Coastguard Worker     }
163*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 8 * sizeof(float);
164*4bdc9457SAndroid Build Coastguard Worker     if (mc & (8 * sizeof(float))) {
165*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
166*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
167*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
168*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
169*4bdc9457SAndroid Build Coastguard Worker       do {
170*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
171*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
172*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc4567 = vacc0123;
173*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
174*4bdc9457SAndroid Build Coastguard Worker           do {
175*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
176*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi0123 = wasm_v128_load(input);
177*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi4567 = wasm_v128_load(input + 4);
178*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
179*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
180*4bdc9457SAndroid Build Coastguard Worker             vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
181*4bdc9457SAndroid Build Coastguard Worker             vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
182*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
183*4bdc9457SAndroid Build Coastguard Worker         }
184*4bdc9457SAndroid Build Coastguard Worker         v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
185*4bdc9457SAndroid Build Coastguard Worker         v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
186*4bdc9457SAndroid Build Coastguard Worker         vout0123 = wasm_f32x4_pmax(vmin, vout0123);
187*4bdc9457SAndroid Build Coastguard Worker         vout4567 = wasm_f32x4_pmax(vmin, vout4567);
188*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output, vout0123);
189*4bdc9457SAndroid Build Coastguard Worker 
190*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output + 4, vout4567);
191*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
192*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
193*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
194*4bdc9457SAndroid Build Coastguard Worker       input += 8;
195*4bdc9457SAndroid Build Coastguard Worker     }
196*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 4 * sizeof(float);
197*4bdc9457SAndroid Build Coastguard Worker     if (mc & (4 * sizeof(float))) {
198*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
199*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
200*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
201*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
202*4bdc9457SAndroid Build Coastguard Worker       do {
203*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
204*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
205*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
206*4bdc9457SAndroid Build Coastguard Worker           do {
207*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
208*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi0123 = wasm_v128_load(input);
209*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
210*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
211*4bdc9457SAndroid Build Coastguard Worker             vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
212*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
213*4bdc9457SAndroid Build Coastguard Worker         }
214*4bdc9457SAndroid Build Coastguard Worker         v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
215*4bdc9457SAndroid Build Coastguard Worker         vout0123 = wasm_f32x4_pmax(vmin, vout0123);
216*4bdc9457SAndroid Build Coastguard Worker         wasm_v128_store(output, vout0123);
217*4bdc9457SAndroid Build Coastguard Worker 
218*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
219*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
220*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
221*4bdc9457SAndroid Build Coastguard Worker       input += 4;
222*4bdc9457SAndroid Build Coastguard Worker     }
223*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 2 * sizeof(float);
224*4bdc9457SAndroid Build Coastguard Worker     if (mc & (2 * sizeof(float))) {
225*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
226*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
227*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
228*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
229*4bdc9457SAndroid Build Coastguard Worker       do {
230*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
231*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc01 = wasm_v128_load32_splat(w); w += 1;
232*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
233*4bdc9457SAndroid Build Coastguard Worker           do {
234*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
235*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi01 = wasm_v128_load64_splat(input);
236*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
237*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
238*4bdc9457SAndroid Build Coastguard Worker             vacc01 = wasm_f32x4_add(vacc01, wasm_f32x4_mul(vi01, vw));
239*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
240*4bdc9457SAndroid Build Coastguard Worker         }
241*4bdc9457SAndroid Build Coastguard Worker         v128_t vout01 = wasm_f32x4_pmin(vmax, vacc01);
242*4bdc9457SAndroid Build Coastguard Worker         vout01 = wasm_f32x4_pmax(vmin, vout01);
243*4bdc9457SAndroid Build Coastguard Worker         *((double*) output) = wasm_f64x2_extract_lane(vout01, 0);
244*4bdc9457SAndroid Build Coastguard Worker 
245*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
246*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
247*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
248*4bdc9457SAndroid Build Coastguard Worker       input += 2;
249*4bdc9457SAndroid Build Coastguard Worker     }
250*4bdc9457SAndroid Build Coastguard Worker     output_decrement += 1 * sizeof(float);
251*4bdc9457SAndroid Build Coastguard Worker     if (mc & (1 * sizeof(float))) {
252*4bdc9457SAndroid Build Coastguard Worker       const float*restrict w = weights;
253*4bdc9457SAndroid Build Coastguard Worker       const int32_t* dmap = widx_dmap;
254*4bdc9457SAndroid Build Coastguard Worker       const uint32_t* nnzmap = nidx_nnzmap;
255*4bdc9457SAndroid Build Coastguard Worker       size_t n = nc;
256*4bdc9457SAndroid Build Coastguard Worker       do {
257*4bdc9457SAndroid Build Coastguard Worker         uint32_t nnz = *nnzmap++;
258*4bdc9457SAndroid Build Coastguard Worker         v128_t vacc0 = wasm_v128_load32_splat(w); w += 1;
259*4bdc9457SAndroid Build Coastguard Worker         if XNN_LIKELY(nnz != 0) {
260*4bdc9457SAndroid Build Coastguard Worker           do {
261*4bdc9457SAndroid Build Coastguard Worker             const intptr_t diff = *dmap++;
262*4bdc9457SAndroid Build Coastguard Worker             const v128_t vi0 = wasm_v128_load32_splat(input);
263*4bdc9457SAndroid Build Coastguard Worker             input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
264*4bdc9457SAndroid Build Coastguard Worker             const v128_t vw = wasm_v128_load32_splat(w); w += 1;
265*4bdc9457SAndroid Build Coastguard Worker             vacc0 = wasm_f32x4_add(vacc0, wasm_f32x4_mul(vi0, vw));
266*4bdc9457SAndroid Build Coastguard Worker           } while (--nnz != 0);
267*4bdc9457SAndroid Build Coastguard Worker         }
268*4bdc9457SAndroid Build Coastguard Worker         v128_t vout0 = wasm_f32x4_pmin(vmax, vacc0);
269*4bdc9457SAndroid Build Coastguard Worker         vout0 = wasm_f32x4_pmax(vmin, vout0);
270*4bdc9457SAndroid Build Coastguard Worker         *output = wasm_f32x4_extract_lane(vout0, 0);
271*4bdc9457SAndroid Build Coastguard Worker 
272*4bdc9457SAndroid Build Coastguard Worker         output = (float*restrict) ((uintptr_t) output + output_stride);
273*4bdc9457SAndroid Build Coastguard Worker       } while (--n != 0);
274*4bdc9457SAndroid Build Coastguard Worker       output = (float*restrict) ((uintptr_t) output - output_decrement);
275*4bdc9457SAndroid Build Coastguard Worker       input += 1;
276*4bdc9457SAndroid Build Coastguard Worker     }
277*4bdc9457SAndroid Build Coastguard Worker   }
278*4bdc9457SAndroid Build Coastguard Worker }
279