1*4bdc9457SAndroid Build Coastguard Worker // Copyright 2019 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 <xnnpack/gavgpool.h>
9*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
10*4bdc9457SAndroid Build Coastguard Worker
11*4bdc9457SAndroid Build Coastguard Worker
xnn_f32_gavgpool_minmax_ukernel_7p7x__wasm_c1(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)])12*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_gavgpool_minmax_ukernel_7p7x__wasm_c1(
13*4bdc9457SAndroid Build Coastguard Worker size_t rows,
14*4bdc9457SAndroid Build Coastguard Worker size_t channels,
15*4bdc9457SAndroid Build Coastguard Worker const float* input,
16*4bdc9457SAndroid Build Coastguard Worker size_t input_stride,
17*4bdc9457SAndroid Build Coastguard Worker const float* zero,
18*4bdc9457SAndroid Build Coastguard Worker float* buffer,
19*4bdc9457SAndroid Build Coastguard Worker float* output,
20*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_scaleminmax_params params[restrict XNN_MIN_ELEMENTS(1)])
21*4bdc9457SAndroid Build Coastguard Worker {
22*4bdc9457SAndroid Build Coastguard Worker assert(rows > 7);
23*4bdc9457SAndroid Build Coastguard Worker assert(channels != 0);
24*4bdc9457SAndroid Build Coastguard Worker
25*4bdc9457SAndroid Build Coastguard Worker const float* i0 = input;
26*4bdc9457SAndroid Build Coastguard Worker const float* i1 = (const float*) ((uintptr_t) i0 + input_stride);
27*4bdc9457SAndroid Build Coastguard Worker const float* i2 = (const float*) ((uintptr_t) i1 + input_stride);
28*4bdc9457SAndroid Build Coastguard Worker const float* i3 = (const float*) ((uintptr_t) i2 + input_stride);
29*4bdc9457SAndroid Build Coastguard Worker const float* i4 = (const float*) ((uintptr_t) i3 + input_stride);
30*4bdc9457SAndroid Build Coastguard Worker const float* i5 = (const float*) ((uintptr_t) i4 + input_stride);
31*4bdc9457SAndroid Build Coastguard Worker const float* i6 = (const float*) ((uintptr_t) i5 + input_stride);
32*4bdc9457SAndroid Build Coastguard Worker const size_t input_increment = 7 * input_stride - channels * sizeof(float);
33*4bdc9457SAndroid Build Coastguard Worker
34*4bdc9457SAndroid Build Coastguard Worker float* b = buffer;
35*4bdc9457SAndroid Build Coastguard Worker size_t c = channels;
36*4bdc9457SAndroid Build Coastguard Worker do {
37*4bdc9457SAndroid Build Coastguard Worker const float vi0 = *i0++;
38*4bdc9457SAndroid Build Coastguard Worker const float vi1 = *i1++;
39*4bdc9457SAndroid Build Coastguard Worker const float vi2 = *i2++;
40*4bdc9457SAndroid Build Coastguard Worker const float vi3 = *i3++;
41*4bdc9457SAndroid Build Coastguard Worker const float vi4 = *i4++;
42*4bdc9457SAndroid Build Coastguard Worker const float vi5 = *i5++;
43*4bdc9457SAndroid Build Coastguard Worker const float vi6 = *i6++;
44*4bdc9457SAndroid Build Coastguard Worker
45*4bdc9457SAndroid Build Coastguard Worker const float vsum01 = vi0 + vi1;
46*4bdc9457SAndroid Build Coastguard Worker const float vsum23 = vi2 + vi3;
47*4bdc9457SAndroid Build Coastguard Worker const float vsum45 = vi4 + vi5;
48*4bdc9457SAndroid Build Coastguard Worker
49*4bdc9457SAndroid Build Coastguard Worker const float vsum016 = vsum01 + vi6;
50*4bdc9457SAndroid Build Coastguard Worker const float vsum2345 = vsum23 + vsum45;
51*4bdc9457SAndroid Build Coastguard Worker
52*4bdc9457SAndroid Build Coastguard Worker const float vsum = vsum016 + vsum2345;
53*4bdc9457SAndroid Build Coastguard Worker
54*4bdc9457SAndroid Build Coastguard Worker *b++ = vsum;
55*4bdc9457SAndroid Build Coastguard Worker } while (--c != 0);
56*4bdc9457SAndroid Build Coastguard Worker for (rows -= 7; rows > 7; rows -= 7) {
57*4bdc9457SAndroid Build Coastguard Worker b = buffer;
58*4bdc9457SAndroid Build Coastguard Worker
59*4bdc9457SAndroid Build Coastguard Worker i0 = (const float*) ((uintptr_t) i0 + input_increment);
60*4bdc9457SAndroid Build Coastguard Worker i1 = (const float*) ((uintptr_t) i1 + input_increment);
61*4bdc9457SAndroid Build Coastguard Worker i2 = (const float*) ((uintptr_t) i2 + input_increment);
62*4bdc9457SAndroid Build Coastguard Worker i3 = (const float*) ((uintptr_t) i3 + input_increment);
63*4bdc9457SAndroid Build Coastguard Worker i4 = (const float*) ((uintptr_t) i4 + input_increment);
64*4bdc9457SAndroid Build Coastguard Worker i5 = (const float*) ((uintptr_t) i5 + input_increment);
65*4bdc9457SAndroid Build Coastguard Worker i6 = (const float*) ((uintptr_t) i6 + input_increment);
66*4bdc9457SAndroid Build Coastguard Worker
67*4bdc9457SAndroid Build Coastguard Worker size_t c = channels;
68*4bdc9457SAndroid Build Coastguard Worker do {
69*4bdc9457SAndroid Build Coastguard Worker const float vi0 = *i0++;
70*4bdc9457SAndroid Build Coastguard Worker const float vi1 = *i1++;
71*4bdc9457SAndroid Build Coastguard Worker const float vi2 = *i2++;
72*4bdc9457SAndroid Build Coastguard Worker const float vi3 = *i3++;
73*4bdc9457SAndroid Build Coastguard Worker const float vi4 = *i4++;
74*4bdc9457SAndroid Build Coastguard Worker const float vi5 = *i5++;
75*4bdc9457SAndroid Build Coastguard Worker const float vi6 = *i6++;
76*4bdc9457SAndroid Build Coastguard Worker const float vacc = *b;
77*4bdc9457SAndroid Build Coastguard Worker
78*4bdc9457SAndroid Build Coastguard Worker const float vsum01 = vi0 + vi1;
79*4bdc9457SAndroid Build Coastguard Worker const float vsum23 = vi2 + vi3;
80*4bdc9457SAndroid Build Coastguard Worker const float vsum45 = vi4 + vi5;
81*4bdc9457SAndroid Build Coastguard Worker const float vsum6a = vi6 + vacc;
82*4bdc9457SAndroid Build Coastguard Worker
83*4bdc9457SAndroid Build Coastguard Worker const float vsum0123 = vsum01 + vsum23;
84*4bdc9457SAndroid Build Coastguard Worker const float vsum456a = vsum45 + vsum6a;
85*4bdc9457SAndroid Build Coastguard Worker
86*4bdc9457SAndroid Build Coastguard Worker const float vsum = vsum0123 + vsum456a;
87*4bdc9457SAndroid Build Coastguard Worker
88*4bdc9457SAndroid Build Coastguard Worker *b++ = vsum;
89*4bdc9457SAndroid Build Coastguard Worker } while (--c != 0);
90*4bdc9457SAndroid Build Coastguard Worker }
91*4bdc9457SAndroid Build Coastguard Worker
92*4bdc9457SAndroid Build Coastguard Worker i0 = (const float*) ((uintptr_t) i0 + input_increment);
93*4bdc9457SAndroid Build Coastguard Worker i1 = (const float*) ((uintptr_t) i1 + input_increment);
94*4bdc9457SAndroid Build Coastguard Worker if (rows < 2) {
95*4bdc9457SAndroid Build Coastguard Worker i1 = zero;
96*4bdc9457SAndroid Build Coastguard Worker }
97*4bdc9457SAndroid Build Coastguard Worker i2 = (const float*) ((uintptr_t) i2 + input_increment);
98*4bdc9457SAndroid Build Coastguard Worker if (rows <= 2) {
99*4bdc9457SAndroid Build Coastguard Worker i2 = zero;
100*4bdc9457SAndroid Build Coastguard Worker }
101*4bdc9457SAndroid Build Coastguard Worker i3 = (const float*) ((uintptr_t) i3 + input_increment);
102*4bdc9457SAndroid Build Coastguard Worker if (rows < 4) {
103*4bdc9457SAndroid Build Coastguard Worker i3 = zero;
104*4bdc9457SAndroid Build Coastguard Worker }
105*4bdc9457SAndroid Build Coastguard Worker i4 = (const float*) ((uintptr_t) i4 + input_increment);
106*4bdc9457SAndroid Build Coastguard Worker if (rows <= 4) {
107*4bdc9457SAndroid Build Coastguard Worker i4 = zero;
108*4bdc9457SAndroid Build Coastguard Worker }
109*4bdc9457SAndroid Build Coastguard Worker i5 = (const float*) ((uintptr_t) i5 + input_increment);
110*4bdc9457SAndroid Build Coastguard Worker if (rows < 6) {
111*4bdc9457SAndroid Build Coastguard Worker i5 = zero;
112*4bdc9457SAndroid Build Coastguard Worker }
113*4bdc9457SAndroid Build Coastguard Worker i6 = (const float*) ((uintptr_t) i6 + input_increment);
114*4bdc9457SAndroid Build Coastguard Worker if (rows <= 6) {
115*4bdc9457SAndroid Build Coastguard Worker i6 = zero;
116*4bdc9457SAndroid Build Coastguard Worker }
117*4bdc9457SAndroid Build Coastguard Worker const float vscale = params->scalar.scale;
118*4bdc9457SAndroid Build Coastguard Worker const float vmin = params->scalar.min;
119*4bdc9457SAndroid Build Coastguard Worker const float vmax = params->scalar.max;
120*4bdc9457SAndroid Build Coastguard Worker
121*4bdc9457SAndroid Build Coastguard Worker b = buffer;
122*4bdc9457SAndroid Build Coastguard Worker do {
123*4bdc9457SAndroid Build Coastguard Worker const float vi0 = *i0++;
124*4bdc9457SAndroid Build Coastguard Worker const float vi1 = *i1++;
125*4bdc9457SAndroid Build Coastguard Worker const float vi2 = *i2++;
126*4bdc9457SAndroid Build Coastguard Worker const float vi3 = *i3++;
127*4bdc9457SAndroid Build Coastguard Worker const float vi4 = *i4++;
128*4bdc9457SAndroid Build Coastguard Worker const float vi5 = *i5++;
129*4bdc9457SAndroid Build Coastguard Worker const float vi6 = *i6++;
130*4bdc9457SAndroid Build Coastguard Worker const float vacc = *b++;
131*4bdc9457SAndroid Build Coastguard Worker
132*4bdc9457SAndroid Build Coastguard Worker const float vsum01 = vi0 + vi1;
133*4bdc9457SAndroid Build Coastguard Worker const float vsum23 = vi2 + vi3;
134*4bdc9457SAndroid Build Coastguard Worker const float vsum45 = vi4 + vi5;
135*4bdc9457SAndroid Build Coastguard Worker const float vsum6a = vi6 + vacc;
136*4bdc9457SAndroid Build Coastguard Worker
137*4bdc9457SAndroid Build Coastguard Worker const float vsum0123 = vsum01 + vsum23;
138*4bdc9457SAndroid Build Coastguard Worker const float vsum456a = vsum45 + vsum6a;
139*4bdc9457SAndroid Build Coastguard Worker
140*4bdc9457SAndroid Build Coastguard Worker const float vsum = vsum0123 + vsum456a;
141*4bdc9457SAndroid Build Coastguard Worker
142*4bdc9457SAndroid Build Coastguard Worker float vout = vsum * vscale;
143*4bdc9457SAndroid Build Coastguard Worker vout = __builtin_wasm_max_f32(vout, vmin);
144*4bdc9457SAndroid Build Coastguard Worker vout = __builtin_wasm_min_f32(vout, vmax);
145*4bdc9457SAndroid Build Coastguard Worker
146*4bdc9457SAndroid Build Coastguard Worker *output++ = vout;
147*4bdc9457SAndroid Build Coastguard Worker } while (--channels != 0);
148*4bdc9457SAndroid Build Coastguard Worker }
149