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/argmaxpool.h>
9*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
10*4bdc9457SAndroid Build Coastguard Worker
11*4bdc9457SAndroid Build Coastguard Worker
xnn_f32_argmaxpool_ukernel_4x__scalar_c1(size_t output_pixels,size_t pooling_elements,size_t channels,const float ** input,size_t input_offset,float * output,uint32_t * index,size_t input_increment,size_t output_increment)12*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_argmaxpool_ukernel_4x__scalar_c1(
13*4bdc9457SAndroid Build Coastguard Worker size_t output_pixels,
14*4bdc9457SAndroid Build Coastguard Worker size_t pooling_elements,
15*4bdc9457SAndroid Build Coastguard Worker size_t channels,
16*4bdc9457SAndroid Build Coastguard Worker const float** input,
17*4bdc9457SAndroid Build Coastguard Worker size_t input_offset,
18*4bdc9457SAndroid Build Coastguard Worker float* output,
19*4bdc9457SAndroid Build Coastguard Worker uint32_t* index,
20*4bdc9457SAndroid Build Coastguard Worker size_t input_increment,
21*4bdc9457SAndroid Build Coastguard Worker size_t output_increment)
22*4bdc9457SAndroid Build Coastguard Worker {
23*4bdc9457SAndroid Build Coastguard Worker assert(output_pixels != 0);
24*4bdc9457SAndroid Build Coastguard Worker assert(pooling_elements != 0);
25*4bdc9457SAndroid Build Coastguard Worker assert(pooling_elements <= 4);
26*4bdc9457SAndroid Build Coastguard Worker assert(channels != 0);
27*4bdc9457SAndroid Build Coastguard Worker
28*4bdc9457SAndroid Build Coastguard Worker do {
29*4bdc9457SAndroid Build Coastguard Worker const float* i0 = input[0];
30*4bdc9457SAndroid Build Coastguard Worker const float* i1 = input[1];
31*4bdc9457SAndroid Build Coastguard Worker const float* i2 = input[2];
32*4bdc9457SAndroid Build Coastguard Worker const float* i3 = input[3];
33*4bdc9457SAndroid Build Coastguard Worker i0 = (const float*) ((uintptr_t) i0 + input_offset);
34*4bdc9457SAndroid Build Coastguard Worker i1 = (const float*) ((uintptr_t) i1 + input_offset);
35*4bdc9457SAndroid Build Coastguard Worker i2 = (const float*) ((uintptr_t) i2 + input_offset);
36*4bdc9457SAndroid Build Coastguard Worker i3 = (const float*) ((uintptr_t) i3 + input_offset);
37*4bdc9457SAndroid Build Coastguard Worker if (pooling_elements < 2) {
38*4bdc9457SAndroid Build Coastguard Worker i1 = i0;
39*4bdc9457SAndroid Build Coastguard Worker }
40*4bdc9457SAndroid Build Coastguard Worker if (pooling_elements <= 2) {
41*4bdc9457SAndroid Build Coastguard Worker i2 = i0;
42*4bdc9457SAndroid Build Coastguard Worker }
43*4bdc9457SAndroid Build Coastguard Worker if (pooling_elements != 4) {
44*4bdc9457SAndroid Build Coastguard Worker i3 = i0;
45*4bdc9457SAndroid Build Coastguard Worker }
46*4bdc9457SAndroid Build Coastguard Worker
47*4bdc9457SAndroid Build Coastguard Worker size_t c = channels;
48*4bdc9457SAndroid Build Coastguard Worker do {
49*4bdc9457SAndroid Build Coastguard Worker const float vi0 = *i0++;
50*4bdc9457SAndroid Build Coastguard Worker const float vi1 = *i1++;
51*4bdc9457SAndroid Build Coastguard Worker const float vi2 = *i2++;
52*4bdc9457SAndroid Build Coastguard Worker const float vi3 = *i3++;
53*4bdc9457SAndroid Build Coastguard Worker
54*4bdc9457SAndroid Build Coastguard Worker float vmax = vi0;
55*4bdc9457SAndroid Build Coastguard Worker uint32_t vidx = 0;
56*4bdc9457SAndroid Build Coastguard Worker
57*4bdc9457SAndroid Build Coastguard Worker if (vi1 > vmax) {
58*4bdc9457SAndroid Build Coastguard Worker vmax = vi1;
59*4bdc9457SAndroid Build Coastguard Worker vidx = 1;
60*4bdc9457SAndroid Build Coastguard Worker }
61*4bdc9457SAndroid Build Coastguard Worker
62*4bdc9457SAndroid Build Coastguard Worker if (vi2 > vmax) {
63*4bdc9457SAndroid Build Coastguard Worker vmax = vi2;
64*4bdc9457SAndroid Build Coastguard Worker vidx = 2;
65*4bdc9457SAndroid Build Coastguard Worker }
66*4bdc9457SAndroid Build Coastguard Worker
67*4bdc9457SAndroid Build Coastguard Worker if (vi3 > vmax) {
68*4bdc9457SAndroid Build Coastguard Worker vmax = vi3;
69*4bdc9457SAndroid Build Coastguard Worker vidx = 3;
70*4bdc9457SAndroid Build Coastguard Worker }
71*4bdc9457SAndroid Build Coastguard Worker
72*4bdc9457SAndroid Build Coastguard Worker *output++ = vmax;
73*4bdc9457SAndroid Build Coastguard Worker *index++ = vidx;
74*4bdc9457SAndroid Build Coastguard Worker } while (--c != 0);
75*4bdc9457SAndroid Build Coastguard Worker input = (const float**) ((uintptr_t) input + input_increment);
76*4bdc9457SAndroid Build Coastguard Worker output = (float*) ((uintptr_t) output + output_increment);
77*4bdc9457SAndroid Build Coastguard Worker } while (--output_pixels != 0);
78*4bdc9457SAndroid Build Coastguard Worker }
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