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_7x__scalar_c1(size_t rows,size_t channels,const float * input,size_t input_stride,const float * zero,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_7x__scalar_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* output,
19*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_scaleminmax_params params[restrict XNN_MIN_ELEMENTS(1)])
20*4bdc9457SAndroid Build Coastguard Worker {
21*4bdc9457SAndroid Build Coastguard Worker assert(rows != 0);
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 if (rows < 2) {
28*4bdc9457SAndroid Build Coastguard Worker i1 = zero;
29*4bdc9457SAndroid Build Coastguard Worker }
30*4bdc9457SAndroid Build Coastguard Worker const float* i2 = (const float*) ((uintptr_t) i1 + input_stride);
31*4bdc9457SAndroid Build Coastguard Worker if (rows <= 2) {
32*4bdc9457SAndroid Build Coastguard Worker i2 = zero;
33*4bdc9457SAndroid Build Coastguard Worker }
34*4bdc9457SAndroid Build Coastguard Worker const float* i3 = (const float*) ((uintptr_t) i2 + input_stride);
35*4bdc9457SAndroid Build Coastguard Worker if (rows < 4) {
36*4bdc9457SAndroid Build Coastguard Worker i3 = zero;
37*4bdc9457SAndroid Build Coastguard Worker }
38*4bdc9457SAndroid Build Coastguard Worker const float* i4 = (const float*) ((uintptr_t) i3 + input_stride);
39*4bdc9457SAndroid Build Coastguard Worker if (rows <= 4) {
40*4bdc9457SAndroid Build Coastguard Worker i4 = zero;
41*4bdc9457SAndroid Build Coastguard Worker }
42*4bdc9457SAndroid Build Coastguard Worker const float* i5 = (const float*) ((uintptr_t) i4 + input_stride);
43*4bdc9457SAndroid Build Coastguard Worker if (rows < 6) {
44*4bdc9457SAndroid Build Coastguard Worker i5 = zero;
45*4bdc9457SAndroid Build Coastguard Worker }
46*4bdc9457SAndroid Build Coastguard Worker const float* i6 = (const float*) ((uintptr_t) i5 + input_stride);
47*4bdc9457SAndroid Build Coastguard Worker if (rows <= 6) {
48*4bdc9457SAndroid Build Coastguard Worker i6 = zero;
49*4bdc9457SAndroid Build Coastguard Worker }
50*4bdc9457SAndroid Build Coastguard Worker
51*4bdc9457SAndroid Build Coastguard Worker const float vscale = params->scalar.scale;
52*4bdc9457SAndroid Build Coastguard Worker const float vmin = params->scalar.min;
53*4bdc9457SAndroid Build Coastguard Worker const float vmax = params->scalar.max;
54*4bdc9457SAndroid Build Coastguard Worker do {
55*4bdc9457SAndroid Build Coastguard Worker const float vi0 = *i0++;
56*4bdc9457SAndroid Build Coastguard Worker const float vi1 = *i1++;
57*4bdc9457SAndroid Build Coastguard Worker const float vi2 = *i2++;
58*4bdc9457SAndroid Build Coastguard Worker const float vi3 = *i3++;
59*4bdc9457SAndroid Build Coastguard Worker const float vi4 = *i4++;
60*4bdc9457SAndroid Build Coastguard Worker const float vi5 = *i5++;
61*4bdc9457SAndroid Build Coastguard Worker const float vi6 = *i6++;
62*4bdc9457SAndroid Build Coastguard Worker
63*4bdc9457SAndroid Build Coastguard Worker const float vsum01 = vi0 + vi1;
64*4bdc9457SAndroid Build Coastguard Worker const float vsum23 = vi2 + vi3;
65*4bdc9457SAndroid Build Coastguard Worker const float vsum45 = vi4 + vi5;
66*4bdc9457SAndroid Build Coastguard Worker
67*4bdc9457SAndroid Build Coastguard Worker const float vsum016 = vsum01 + vi6;
68*4bdc9457SAndroid Build Coastguard Worker const float vsum2345 = vsum23 + vsum45;
69*4bdc9457SAndroid Build Coastguard Worker
70*4bdc9457SAndroid Build Coastguard Worker const float vsum = vsum016 + vsum2345;
71*4bdc9457SAndroid Build Coastguard Worker
72*4bdc9457SAndroid Build Coastguard Worker float vout = vsum * vscale;
73*4bdc9457SAndroid Build Coastguard Worker vout = math_max_f32(vout, vmin);
74*4bdc9457SAndroid Build Coastguard Worker vout = math_min_f32(vout, vmax);
75*4bdc9457SAndroid Build Coastguard Worker
76*4bdc9457SAndroid Build Coastguard Worker *output++ = vout;
77*4bdc9457SAndroid Build Coastguard Worker } while (--channels != 0);
78*4bdc9457SAndroid Build Coastguard Worker }
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