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_16x1__wasmsimd_x86_pipelined_x2(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_16x1__wasmsimd_x86_pipelined_x2(
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 - 16 * sizeof(float);
35*4bdc9457SAndroid Build Coastguard Worker while XNN_LIKELY(mc >= 16 * 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 size_t n = nc;
46*4bdc9457SAndroid Build Coastguard Worker do {
47*4bdc9457SAndroid Build Coastguard Worker uint32_t nnz = *nnzmap++;
48*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0123 = vw;
49*4bdc9457SAndroid Build Coastguard Worker v128_t vacc4567 = vw;
50*4bdc9457SAndroid Build Coastguard Worker v128_t vacc89AB = vw;
51*4bdc9457SAndroid Build Coastguard Worker v128_t vaccCDEF = vw;
52*4bdc9457SAndroid Build Coastguard Worker vw = wasm_v128_load32_splat(w); w += 1;
53*4bdc9457SAndroid Build Coastguard Worker
54*4bdc9457SAndroid Build Coastguard Worker for (; nnz >= 2; nnz -= 2) {
55*4bdc9457SAndroid Build Coastguard Worker vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
56*4bdc9457SAndroid Build Coastguard Worker vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
57*4bdc9457SAndroid Build Coastguard Worker vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw));
58*4bdc9457SAndroid Build Coastguard Worker vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw));
59*4bdc9457SAndroid Build Coastguard Worker input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
60*4bdc9457SAndroid Build Coastguard Worker diff = *dmap++;
61*4bdc9457SAndroid Build Coastguard Worker vw = wasm_v128_load32_splat(w); w += 1;
62*4bdc9457SAndroid Build Coastguard Worker vi0123 = wasm_v128_load(input + 0);
63*4bdc9457SAndroid Build Coastguard Worker vi4567 = wasm_v128_load(input + 4);
64*4bdc9457SAndroid Build Coastguard Worker vi89AB = wasm_v128_load(input + 8);
65*4bdc9457SAndroid Build Coastguard Worker viCDEF = wasm_v128_load(input + 12);
66*4bdc9457SAndroid Build Coastguard Worker vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
67*4bdc9457SAndroid Build Coastguard Worker vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
68*4bdc9457SAndroid Build Coastguard Worker vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw));
69*4bdc9457SAndroid Build Coastguard Worker vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw));
70*4bdc9457SAndroid Build Coastguard Worker input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
71*4bdc9457SAndroid Build Coastguard Worker diff = *dmap++;
72*4bdc9457SAndroid Build Coastguard Worker vw = wasm_v128_load32_splat(w); w += 1;
73*4bdc9457SAndroid Build Coastguard Worker vi0123 = wasm_v128_load(input + 0);
74*4bdc9457SAndroid Build Coastguard Worker vi4567 = wasm_v128_load(input + 4);
75*4bdc9457SAndroid Build Coastguard Worker vi89AB = wasm_v128_load(input + 8);
76*4bdc9457SAndroid Build Coastguard Worker viCDEF = wasm_v128_load(input + 12);
77*4bdc9457SAndroid Build Coastguard Worker }
78*4bdc9457SAndroid Build Coastguard Worker
79*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nnz != 0) {
80*4bdc9457SAndroid Build Coastguard Worker do {
81*4bdc9457SAndroid Build Coastguard Worker vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
82*4bdc9457SAndroid Build Coastguard Worker vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
83*4bdc9457SAndroid Build Coastguard Worker vacc89AB = wasm_f32x4_add(vacc89AB, wasm_f32x4_mul(vi89AB, vw));
84*4bdc9457SAndroid Build Coastguard Worker vaccCDEF = wasm_f32x4_add(vaccCDEF, wasm_f32x4_mul(viCDEF, vw));
85*4bdc9457SAndroid Build Coastguard Worker input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
86*4bdc9457SAndroid Build Coastguard Worker
87*4bdc9457SAndroid Build Coastguard Worker diff = *dmap++;
88*4bdc9457SAndroid Build Coastguard Worker vw = wasm_v128_load32_splat(w); w += 1;
89*4bdc9457SAndroid Build Coastguard Worker vi0123 = wasm_v128_load(input + 0);
90*4bdc9457SAndroid Build Coastguard Worker vi4567 = wasm_v128_load(input + 4);
91*4bdc9457SAndroid Build Coastguard Worker vi89AB = wasm_v128_load(input + 8);
92*4bdc9457SAndroid Build Coastguard Worker viCDEF = wasm_v128_load(input + 12);
93*4bdc9457SAndroid Build Coastguard Worker } while (--nnz != 0);
94*4bdc9457SAndroid Build Coastguard Worker }
95*4bdc9457SAndroid Build Coastguard Worker v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
96*4bdc9457SAndroid Build Coastguard Worker v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
97*4bdc9457SAndroid Build Coastguard Worker v128_t vout89AB = wasm_f32x4_pmin(vmax, vacc89AB);
98*4bdc9457SAndroid Build Coastguard Worker v128_t voutCDEF = wasm_f32x4_pmin(vmax, vaccCDEF);
99*4bdc9457SAndroid Build Coastguard Worker vout0123 = wasm_f32x4_pmax(vmin, vout0123);
100*4bdc9457SAndroid Build Coastguard Worker vout4567 = wasm_f32x4_pmax(vmin, vout4567);
101*4bdc9457SAndroid Build Coastguard Worker vout89AB = wasm_f32x4_pmax(vmin, vout89AB);
102*4bdc9457SAndroid Build Coastguard Worker voutCDEF = wasm_f32x4_pmax(vmin, voutCDEF);
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 output = (float*restrict) ((uintptr_t) output + output_stride);
108*4bdc9457SAndroid Build Coastguard Worker } while (--n != 0);
109*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output - output_decrement);
110*4bdc9457SAndroid Build Coastguard Worker input += 16;
111*4bdc9457SAndroid Build Coastguard Worker mc -= 16 * sizeof(float);
112*4bdc9457SAndroid Build Coastguard Worker }
113*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(mc != 0) {
114*4bdc9457SAndroid Build Coastguard Worker output_decrement += 8 * sizeof(float);
115*4bdc9457SAndroid Build Coastguard Worker if (mc & (8 * sizeof(float))) {
116*4bdc9457SAndroid Build Coastguard Worker const float*restrict w = weights;
117*4bdc9457SAndroid Build Coastguard Worker const int32_t* dmap = widx_dmap;
118*4bdc9457SAndroid Build Coastguard Worker const uint32_t* nnzmap = nidx_nnzmap;
119*4bdc9457SAndroid Build Coastguard Worker size_t n = nc;
120*4bdc9457SAndroid Build Coastguard Worker do {
121*4bdc9457SAndroid Build Coastguard Worker uint32_t nnz = *nnzmap++;
122*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
123*4bdc9457SAndroid Build Coastguard Worker v128_t vacc4567 = vacc0123;
124*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nnz != 0) {
125*4bdc9457SAndroid Build Coastguard Worker do {
126*4bdc9457SAndroid Build Coastguard Worker const intptr_t diff = *dmap++;
127*4bdc9457SAndroid Build Coastguard Worker const v128_t vi0123 = wasm_v128_load(input);
128*4bdc9457SAndroid Build Coastguard Worker const v128_t vi4567 = wasm_v128_load(input + 4);
129*4bdc9457SAndroid Build Coastguard Worker input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
130*4bdc9457SAndroid Build Coastguard Worker const v128_t vw = wasm_v128_load32_splat(w); w += 1;
131*4bdc9457SAndroid Build Coastguard Worker vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
132*4bdc9457SAndroid Build Coastguard Worker vacc4567 = wasm_f32x4_add(vacc4567, wasm_f32x4_mul(vi4567, vw));
133*4bdc9457SAndroid Build Coastguard Worker } while (--nnz != 0);
134*4bdc9457SAndroid Build Coastguard Worker }
135*4bdc9457SAndroid Build Coastguard Worker v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
136*4bdc9457SAndroid Build Coastguard Worker v128_t vout4567 = wasm_f32x4_pmin(vmax, vacc4567);
137*4bdc9457SAndroid Build Coastguard Worker vout0123 = wasm_f32x4_pmax(vmin, vout0123);
138*4bdc9457SAndroid Build Coastguard Worker vout4567 = wasm_f32x4_pmax(vmin, vout4567);
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 output = (float*restrict) ((uintptr_t) output + output_stride);
143*4bdc9457SAndroid Build Coastguard Worker } while (--n != 0);
144*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output - output_decrement);
145*4bdc9457SAndroid Build Coastguard Worker input += 8;
146*4bdc9457SAndroid Build Coastguard Worker }
147*4bdc9457SAndroid Build Coastguard Worker output_decrement += 4 * sizeof(float);
148*4bdc9457SAndroid Build Coastguard Worker if (mc & (4 * sizeof(float))) {
149*4bdc9457SAndroid Build Coastguard Worker const float*restrict w = weights;
150*4bdc9457SAndroid Build Coastguard Worker const int32_t* dmap = widx_dmap;
151*4bdc9457SAndroid Build Coastguard Worker const uint32_t* nnzmap = nidx_nnzmap;
152*4bdc9457SAndroid Build Coastguard Worker size_t n = nc;
153*4bdc9457SAndroid Build Coastguard Worker do {
154*4bdc9457SAndroid Build Coastguard Worker uint32_t nnz = *nnzmap++;
155*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0123 = wasm_v128_load32_splat(w); w += 1;
156*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nnz != 0) {
157*4bdc9457SAndroid Build Coastguard Worker do {
158*4bdc9457SAndroid Build Coastguard Worker const intptr_t diff = *dmap++;
159*4bdc9457SAndroid Build Coastguard Worker const v128_t vi0123 = wasm_v128_load(input);
160*4bdc9457SAndroid Build Coastguard Worker input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
161*4bdc9457SAndroid Build Coastguard Worker const v128_t vw = wasm_v128_load32_splat(w); w += 1;
162*4bdc9457SAndroid Build Coastguard Worker vacc0123 = wasm_f32x4_add(vacc0123, wasm_f32x4_mul(vi0123, vw));
163*4bdc9457SAndroid Build Coastguard Worker } while (--nnz != 0);
164*4bdc9457SAndroid Build Coastguard Worker }
165*4bdc9457SAndroid Build Coastguard Worker v128_t vout0123 = wasm_f32x4_pmin(vmax, vacc0123);
166*4bdc9457SAndroid Build Coastguard Worker vout0123 = wasm_f32x4_pmax(vmin, vout0123);
167*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output, vout0123);
168*4bdc9457SAndroid Build Coastguard Worker
169*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output + output_stride);
170*4bdc9457SAndroid Build Coastguard Worker } while (--n != 0);
171*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output - output_decrement);
172*4bdc9457SAndroid Build Coastguard Worker input += 4;
173*4bdc9457SAndroid Build Coastguard Worker }
174*4bdc9457SAndroid Build Coastguard Worker output_decrement += 2 * sizeof(float);
175*4bdc9457SAndroid Build Coastguard Worker if (mc & (2 * sizeof(float))) {
176*4bdc9457SAndroid Build Coastguard Worker const float*restrict w = weights;
177*4bdc9457SAndroid Build Coastguard Worker const int32_t* dmap = widx_dmap;
178*4bdc9457SAndroid Build Coastguard Worker const uint32_t* nnzmap = nidx_nnzmap;
179*4bdc9457SAndroid Build Coastguard Worker size_t n = nc;
180*4bdc9457SAndroid Build Coastguard Worker do {
181*4bdc9457SAndroid Build Coastguard Worker uint32_t nnz = *nnzmap++;
182*4bdc9457SAndroid Build Coastguard Worker v128_t vacc01 = wasm_v128_load32_splat(w); w += 1;
183*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nnz != 0) {
184*4bdc9457SAndroid Build Coastguard Worker do {
185*4bdc9457SAndroid Build Coastguard Worker const intptr_t diff = *dmap++;
186*4bdc9457SAndroid Build Coastguard Worker const v128_t vi01 = wasm_v128_load64_splat(input);
187*4bdc9457SAndroid Build Coastguard Worker input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
188*4bdc9457SAndroid Build Coastguard Worker const v128_t vw = wasm_v128_load32_splat(w); w += 1;
189*4bdc9457SAndroid Build Coastguard Worker vacc01 = wasm_f32x4_add(vacc01, wasm_f32x4_mul(vi01, vw));
190*4bdc9457SAndroid Build Coastguard Worker } while (--nnz != 0);
191*4bdc9457SAndroid Build Coastguard Worker }
192*4bdc9457SAndroid Build Coastguard Worker v128_t vout01 = wasm_f32x4_pmin(vmax, vacc01);
193*4bdc9457SAndroid Build Coastguard Worker vout01 = wasm_f32x4_pmax(vmin, vout01);
194*4bdc9457SAndroid Build Coastguard Worker *((double*) output) = wasm_f64x2_extract_lane(vout01, 0);
195*4bdc9457SAndroid Build Coastguard Worker
196*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output + output_stride);
197*4bdc9457SAndroid Build Coastguard Worker } while (--n != 0);
198*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output - output_decrement);
199*4bdc9457SAndroid Build Coastguard Worker input += 2;
200*4bdc9457SAndroid Build Coastguard Worker }
201*4bdc9457SAndroid Build Coastguard Worker output_decrement += 1 * sizeof(float);
202*4bdc9457SAndroid Build Coastguard Worker if (mc & (1 * sizeof(float))) {
203*4bdc9457SAndroid Build Coastguard Worker const float*restrict w = weights;
204*4bdc9457SAndroid Build Coastguard Worker const int32_t* dmap = widx_dmap;
205*4bdc9457SAndroid Build Coastguard Worker const uint32_t* nnzmap = nidx_nnzmap;
206*4bdc9457SAndroid Build Coastguard Worker size_t n = nc;
207*4bdc9457SAndroid Build Coastguard Worker do {
208*4bdc9457SAndroid Build Coastguard Worker uint32_t nnz = *nnzmap++;
209*4bdc9457SAndroid Build Coastguard Worker v128_t vacc0 = wasm_v128_load32_splat(w); w += 1;
210*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nnz != 0) {
211*4bdc9457SAndroid Build Coastguard Worker do {
212*4bdc9457SAndroid Build Coastguard Worker const intptr_t diff = *dmap++;
213*4bdc9457SAndroid Build Coastguard Worker const v128_t vi0 = wasm_v128_load32_splat(input);
214*4bdc9457SAndroid Build Coastguard Worker input = (const float*restrict) ((uintptr_t) input + (uintptr_t) diff);
215*4bdc9457SAndroid Build Coastguard Worker const v128_t vw = wasm_v128_load32_splat(w); w += 1;
216*4bdc9457SAndroid Build Coastguard Worker vacc0 = wasm_f32x4_add(vacc0, wasm_f32x4_mul(vi0, vw));
217*4bdc9457SAndroid Build Coastguard Worker } while (--nnz != 0);
218*4bdc9457SAndroid Build Coastguard Worker }
219*4bdc9457SAndroid Build Coastguard Worker v128_t vout0 = wasm_f32x4_pmin(vmax, vacc0);
220*4bdc9457SAndroid Build Coastguard Worker vout0 = wasm_f32x4_pmax(vmin, vout0);
221*4bdc9457SAndroid Build Coastguard Worker *output = wasm_f32x4_extract_lane(vout0, 0);
222*4bdc9457SAndroid Build Coastguard Worker
223*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output + output_stride);
224*4bdc9457SAndroid Build Coastguard Worker } while (--n != 0);
225*4bdc9457SAndroid Build Coastguard Worker output = (float*restrict) ((uintptr_t) output - output_decrement);
226*4bdc9457SAndroid Build Coastguard Worker input += 1;
227*4bdc9457SAndroid Build Coastguard Worker }
228*4bdc9457SAndroid Build Coastguard Worker }
229*4bdc9457SAndroid Build Coastguard Worker }
230