1*4bdc9457SAndroid Build Coastguard Worker // Copyright 2020 Google LLC
2*4bdc9457SAndroid Build Coastguard Worker //
3*4bdc9457SAndroid Build Coastguard Worker // This source code is licensed under the BSD-style license found in the
4*4bdc9457SAndroid Build Coastguard Worker // LICENSE file in the root directory of this source tree.
5*4bdc9457SAndroid Build Coastguard Worker
6*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
7*4bdc9457SAndroid Build Coastguard Worker
8*4bdc9457SAndroid Build Coastguard Worker #include <wasm_simd128.h>
9*4bdc9457SAndroid Build Coastguard Worker
10*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/gavgpool.h>
11*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
12*4bdc9457SAndroid Build Coastguard Worker
13*4bdc9457SAndroid Build Coastguard Worker
xnn_f32_gavgpool_minmax_ukernel_7p7x__wasmsimd_x86_c4(size_t rows,size_t channels,const float * input,size_t input_stride,const float * zero,float * buffer,float * output,const union xnn_f32_scaleminmax_params params[restrict XNN_MIN_ELEMENTS (1)])14*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_gavgpool_minmax_ukernel_7p7x__wasmsimd_x86_c4(
15*4bdc9457SAndroid Build Coastguard Worker size_t rows,
16*4bdc9457SAndroid Build Coastguard Worker size_t channels,
17*4bdc9457SAndroid Build Coastguard Worker const float* input,
18*4bdc9457SAndroid Build Coastguard Worker size_t input_stride,
19*4bdc9457SAndroid Build Coastguard Worker const float* zero,
20*4bdc9457SAndroid Build Coastguard Worker float* buffer,
21*4bdc9457SAndroid Build Coastguard Worker float* output,
22*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_scaleminmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
23*4bdc9457SAndroid Build Coastguard Worker {
24*4bdc9457SAndroid Build Coastguard Worker assert(rows > 7);
25*4bdc9457SAndroid Build Coastguard Worker assert(channels != 0);
26*4bdc9457SAndroid Build Coastguard Worker
27*4bdc9457SAndroid Build Coastguard Worker const float* i0 = input;
28*4bdc9457SAndroid Build Coastguard Worker const float* i1 = (const float*) ((uintptr_t) i0 + input_stride);
29*4bdc9457SAndroid Build Coastguard Worker const float* i2 = (const float*) ((uintptr_t) i1 + input_stride);
30*4bdc9457SAndroid Build Coastguard Worker const float* i3 = (const float*) ((uintptr_t) i2 + input_stride);
31*4bdc9457SAndroid Build Coastguard Worker const float* i4 = (const float*) ((uintptr_t) i3 + input_stride);
32*4bdc9457SAndroid Build Coastguard Worker const float* i5 = (const float*) ((uintptr_t) i4 + input_stride);
33*4bdc9457SAndroid Build Coastguard Worker const float* i6 = (const float*) ((uintptr_t) i5 + input_stride);
34*4bdc9457SAndroid Build Coastguard Worker const size_t packed_channels = round_up_po2(channels, 4);
35*4bdc9457SAndroid Build Coastguard Worker const size_t input_increment = 7 * input_stride - packed_channels * sizeof(float);
36*4bdc9457SAndroid Build Coastguard Worker
37*4bdc9457SAndroid Build Coastguard Worker float* b = buffer;
38*4bdc9457SAndroid Build Coastguard Worker for (size_t c = 0; c < channels; c += 4) {
39*4bdc9457SAndroid Build Coastguard Worker const v128_t vi0 = wasm_v128_load(i0);
40*4bdc9457SAndroid Build Coastguard Worker i0 += 4;
41*4bdc9457SAndroid Build Coastguard Worker const v128_t vi1 = wasm_v128_load(i1);
42*4bdc9457SAndroid Build Coastguard Worker i1 += 4;
43*4bdc9457SAndroid Build Coastguard Worker const v128_t vi2 = wasm_v128_load(i2);
44*4bdc9457SAndroid Build Coastguard Worker i2 += 4;
45*4bdc9457SAndroid Build Coastguard Worker const v128_t vi3 = wasm_v128_load(i3);
46*4bdc9457SAndroid Build Coastguard Worker i3 += 4;
47*4bdc9457SAndroid Build Coastguard Worker const v128_t vi4 = wasm_v128_load(i4);
48*4bdc9457SAndroid Build Coastguard Worker i4 += 4;
49*4bdc9457SAndroid Build Coastguard Worker const v128_t vi5 = wasm_v128_load(i5);
50*4bdc9457SAndroid Build Coastguard Worker i5 += 4;
51*4bdc9457SAndroid Build Coastguard Worker const v128_t vi6 = wasm_v128_load(i6);
52*4bdc9457SAndroid Build Coastguard Worker i6 += 4;
53*4bdc9457SAndroid Build Coastguard Worker
54*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum01 = wasm_f32x4_add(vi0, vi1);
55*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum23 = wasm_f32x4_add(vi2, vi3);
56*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum45 = wasm_f32x4_add(vi4, vi5);
57*4bdc9457SAndroid Build Coastguard Worker
58*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum016 = wasm_f32x4_add(vsum01, vi6);
59*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum2345 = wasm_f32x4_add(vsum23, vsum45);
60*4bdc9457SAndroid Build Coastguard Worker
61*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum = wasm_f32x4_add(vsum016, vsum2345);
62*4bdc9457SAndroid Build Coastguard Worker
63*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(b, vsum);
64*4bdc9457SAndroid Build Coastguard Worker b += 4;
65*4bdc9457SAndroid Build Coastguard Worker }
66*4bdc9457SAndroid Build Coastguard Worker for (rows -= 7; rows > 7; rows -= 7) {
67*4bdc9457SAndroid Build Coastguard Worker b = buffer;
68*4bdc9457SAndroid Build Coastguard Worker
69*4bdc9457SAndroid Build Coastguard Worker i0 = (const float*) ((uintptr_t) i0 + input_increment);
70*4bdc9457SAndroid Build Coastguard Worker i1 = (const float*) ((uintptr_t) i1 + input_increment);
71*4bdc9457SAndroid Build Coastguard Worker i2 = (const float*) ((uintptr_t) i2 + input_increment);
72*4bdc9457SAndroid Build Coastguard Worker i3 = (const float*) ((uintptr_t) i3 + input_increment);
73*4bdc9457SAndroid Build Coastguard Worker i4 = (const float*) ((uintptr_t) i4 + input_increment);
74*4bdc9457SAndroid Build Coastguard Worker i5 = (const float*) ((uintptr_t) i5 + input_increment);
75*4bdc9457SAndroid Build Coastguard Worker i6 = (const float*) ((uintptr_t) i6 + input_increment);
76*4bdc9457SAndroid Build Coastguard Worker
77*4bdc9457SAndroid Build Coastguard Worker for (size_t c = 0; c < channels; c += 4) {
78*4bdc9457SAndroid Build Coastguard Worker const v128_t vi0 = wasm_v128_load(i0);
79*4bdc9457SAndroid Build Coastguard Worker i0 += 4;
80*4bdc9457SAndroid Build Coastguard Worker const v128_t vi1 = wasm_v128_load(i1);
81*4bdc9457SAndroid Build Coastguard Worker i1 += 4;
82*4bdc9457SAndroid Build Coastguard Worker const v128_t vi2 = wasm_v128_load(i2);
83*4bdc9457SAndroid Build Coastguard Worker i2 += 4;
84*4bdc9457SAndroid Build Coastguard Worker const v128_t vi3 = wasm_v128_load(i3);
85*4bdc9457SAndroid Build Coastguard Worker i3 += 4;
86*4bdc9457SAndroid Build Coastguard Worker const v128_t vi4 = wasm_v128_load(i4);
87*4bdc9457SAndroid Build Coastguard Worker i4 += 4;
88*4bdc9457SAndroid Build Coastguard Worker const v128_t vi5 = wasm_v128_load(i5);
89*4bdc9457SAndroid Build Coastguard Worker i5 += 4;
90*4bdc9457SAndroid Build Coastguard Worker const v128_t vi6 = wasm_v128_load(i6);
91*4bdc9457SAndroid Build Coastguard Worker i6 += 4;
92*4bdc9457SAndroid Build Coastguard Worker const v128_t vacc = wasm_v128_load(b);
93*4bdc9457SAndroid Build Coastguard Worker
94*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum01 = wasm_f32x4_add(vi0, vi1);
95*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum23 = wasm_f32x4_add(vi2, vi3);
96*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum45 = wasm_f32x4_add(vi4, vi5);
97*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum6a = wasm_f32x4_add(vi6, vacc);
98*4bdc9457SAndroid Build Coastguard Worker
99*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum0123 = wasm_f32x4_add(vsum01, vsum23);
100*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum456a = wasm_f32x4_add(vsum45, vsum6a);
101*4bdc9457SAndroid Build Coastguard Worker
102*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum = wasm_f32x4_add(vsum0123, vsum456a);
103*4bdc9457SAndroid Build Coastguard Worker
104*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(b, vsum); b += 4;
105*4bdc9457SAndroid Build Coastguard Worker }
106*4bdc9457SAndroid Build Coastguard Worker }
107*4bdc9457SAndroid Build Coastguard Worker
108*4bdc9457SAndroid Build Coastguard Worker i0 = (const float*) ((uintptr_t) i0 + input_increment);
109*4bdc9457SAndroid Build Coastguard Worker i1 = (const float*) ((uintptr_t) i1 + input_increment);
110*4bdc9457SAndroid Build Coastguard Worker if (rows < 2) {
111*4bdc9457SAndroid Build Coastguard Worker i1 = zero;
112*4bdc9457SAndroid Build Coastguard Worker }
113*4bdc9457SAndroid Build Coastguard Worker i2 = (const float*) ((uintptr_t) i2 + input_increment);
114*4bdc9457SAndroid Build Coastguard Worker if (rows <= 2) {
115*4bdc9457SAndroid Build Coastguard Worker i2 = zero;
116*4bdc9457SAndroid Build Coastguard Worker }
117*4bdc9457SAndroid Build Coastguard Worker i3 = (const float*) ((uintptr_t) i3 + input_increment);
118*4bdc9457SAndroid Build Coastguard Worker if (rows < 4) {
119*4bdc9457SAndroid Build Coastguard Worker i3 = zero;
120*4bdc9457SAndroid Build Coastguard Worker }
121*4bdc9457SAndroid Build Coastguard Worker i4 = (const float*) ((uintptr_t) i4 + input_increment);
122*4bdc9457SAndroid Build Coastguard Worker if (rows <= 4) {
123*4bdc9457SAndroid Build Coastguard Worker i4 = zero;
124*4bdc9457SAndroid Build Coastguard Worker }
125*4bdc9457SAndroid Build Coastguard Worker i5 = (const float*) ((uintptr_t) i5 + input_increment);
126*4bdc9457SAndroid Build Coastguard Worker if (rows < 6) {
127*4bdc9457SAndroid Build Coastguard Worker i5 = zero;
128*4bdc9457SAndroid Build Coastguard Worker }
129*4bdc9457SAndroid Build Coastguard Worker i6 = (const float*) ((uintptr_t) i6 + input_increment);
130*4bdc9457SAndroid Build Coastguard Worker if (rows <= 6) {
131*4bdc9457SAndroid Build Coastguard Worker i6 = zero;
132*4bdc9457SAndroid Build Coastguard Worker }
133*4bdc9457SAndroid Build Coastguard Worker const v128_t vscale = wasm_v128_load32_splat(¶ms->scalar.scale);
134*4bdc9457SAndroid Build Coastguard Worker const v128_t vmin = wasm_v128_load32_splat(¶ms->scalar.min);
135*4bdc9457SAndroid Build Coastguard Worker const v128_t vmax = wasm_v128_load32_splat(¶ms->scalar.max);
136*4bdc9457SAndroid Build Coastguard Worker
137*4bdc9457SAndroid Build Coastguard Worker b = buffer;
138*4bdc9457SAndroid Build Coastguard Worker while (channels >= 4) {
139*4bdc9457SAndroid Build Coastguard Worker const v128_t vi0 = wasm_v128_load(i0);
140*4bdc9457SAndroid Build Coastguard Worker i0 += 4;
141*4bdc9457SAndroid Build Coastguard Worker const v128_t vi1 = wasm_v128_load(i1);
142*4bdc9457SAndroid Build Coastguard Worker i1 += 4;
143*4bdc9457SAndroid Build Coastguard Worker const v128_t vi2 = wasm_v128_load(i2);
144*4bdc9457SAndroid Build Coastguard Worker i2 += 4;
145*4bdc9457SAndroid Build Coastguard Worker const v128_t vi3 = wasm_v128_load(i3);
146*4bdc9457SAndroid Build Coastguard Worker i3 += 4;
147*4bdc9457SAndroid Build Coastguard Worker const v128_t vi4 = wasm_v128_load(i4);
148*4bdc9457SAndroid Build Coastguard Worker i4 += 4;
149*4bdc9457SAndroid Build Coastguard Worker const v128_t vi5 = wasm_v128_load(i5);
150*4bdc9457SAndroid Build Coastguard Worker i5 += 4;
151*4bdc9457SAndroid Build Coastguard Worker const v128_t vi6 = wasm_v128_load(i6);
152*4bdc9457SAndroid Build Coastguard Worker i6 += 4;
153*4bdc9457SAndroid Build Coastguard Worker const v128_t vacc = wasm_v128_load(b);
154*4bdc9457SAndroid Build Coastguard Worker b += 4;
155*4bdc9457SAndroid Build Coastguard Worker
156*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum01 = wasm_f32x4_add(vi0, vi1);
157*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum23 = wasm_f32x4_add(vi2, vi3);
158*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum45 = wasm_f32x4_add(vi4, vi5);
159*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum6a = wasm_f32x4_add(vi6, vacc);
160*4bdc9457SAndroid Build Coastguard Worker
161*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum0123 = wasm_f32x4_add(vsum01, vsum23);
162*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum456a = wasm_f32x4_add(vsum45, vsum6a);
163*4bdc9457SAndroid Build Coastguard Worker
164*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum = wasm_f32x4_add(vsum0123, vsum456a);
165*4bdc9457SAndroid Build Coastguard Worker
166*4bdc9457SAndroid Build Coastguard Worker v128_t vout = wasm_f32x4_mul(vsum, vscale);
167*4bdc9457SAndroid Build Coastguard Worker vout = wasm_f32x4_pmax(vmin, vout);
168*4bdc9457SAndroid Build Coastguard Worker vout = wasm_f32x4_pmin(vmax, vout);
169*4bdc9457SAndroid Build Coastguard Worker
170*4bdc9457SAndroid Build Coastguard Worker wasm_v128_store(output, vout);
171*4bdc9457SAndroid Build Coastguard Worker output += 4;
172*4bdc9457SAndroid Build Coastguard Worker
173*4bdc9457SAndroid Build Coastguard Worker channels -= 4;
174*4bdc9457SAndroid Build Coastguard Worker }
175*4bdc9457SAndroid Build Coastguard Worker if (channels != 0) {
176*4bdc9457SAndroid Build Coastguard Worker const v128_t vi0 = wasm_v128_load(i0);
177*4bdc9457SAndroid Build Coastguard Worker const v128_t vi1 = wasm_v128_load(i1);
178*4bdc9457SAndroid Build Coastguard Worker const v128_t vi2 = wasm_v128_load(i2);
179*4bdc9457SAndroid Build Coastguard Worker const v128_t vi3 = wasm_v128_load(i3);
180*4bdc9457SAndroid Build Coastguard Worker const v128_t vi4 = wasm_v128_load(i4);
181*4bdc9457SAndroid Build Coastguard Worker const v128_t vi5 = wasm_v128_load(i5);
182*4bdc9457SAndroid Build Coastguard Worker const v128_t vi6 = wasm_v128_load(i6);
183*4bdc9457SAndroid Build Coastguard Worker const v128_t vacc = wasm_v128_load(b);
184*4bdc9457SAndroid Build Coastguard Worker
185*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum01 = wasm_f32x4_add(vi0, vi1);
186*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum23 = wasm_f32x4_add(vi2, vi3);
187*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum45 = wasm_f32x4_add(vi4, vi5);
188*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum6a = wasm_f32x4_add(vi6, vacc);
189*4bdc9457SAndroid Build Coastguard Worker
190*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum0123 = wasm_f32x4_add(vsum01, vsum23);
191*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum456a = wasm_f32x4_add(vsum45, vsum6a);
192*4bdc9457SAndroid Build Coastguard Worker
193*4bdc9457SAndroid Build Coastguard Worker const v128_t vsum = wasm_f32x4_add(vsum0123, vsum456a);
194*4bdc9457SAndroid Build Coastguard Worker
195*4bdc9457SAndroid Build Coastguard Worker v128_t vout = wasm_f32x4_mul(vsum, vscale);
196*4bdc9457SAndroid Build Coastguard Worker vout = wasm_f32x4_pmax(vmin, vout);
197*4bdc9457SAndroid Build Coastguard Worker vout = wasm_f32x4_pmin(vmax, vout);
198*4bdc9457SAndroid Build Coastguard Worker
199*4bdc9457SAndroid Build Coastguard Worker if (channels & 2) {
200*4bdc9457SAndroid Build Coastguard Worker *((double*) output) = wasm_f64x2_extract_lane(vout, 0);
201*4bdc9457SAndroid Build Coastguard Worker output += 2;
202*4bdc9457SAndroid Build Coastguard Worker vout = wasm_v32x4_shuffle(vout, vout, 2, 3, 2, 3);
203*4bdc9457SAndroid Build Coastguard Worker }
204*4bdc9457SAndroid Build Coastguard Worker if (channels & 1) {
205*4bdc9457SAndroid Build Coastguard Worker *output++ = wasm_f32x4_extract_lane(vout, 0);
206*4bdc9457SAndroid Build Coastguard Worker }
207*4bdc9457SAndroid Build Coastguard Worker }
208*4bdc9457SAndroid Build Coastguard Worker }
209