xref: /aosp_15_r20/external/XNNPACK/src/f32-ibilinear/scalar.c.in (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
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$assert CHANNEL_TILE >= 1
7*4bdc9457SAndroid Build Coastguard Worker$assert PIXEL_TILE == 1
8*4bdc9457SAndroid Build Coastguard Worker$ABC = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZ"
9*4bdc9457SAndroid Build Coastguard Worker#include <assert.h>
10*4bdc9457SAndroid Build Coastguard Worker
11*4bdc9457SAndroid Build Coastguard Worker#include <xnnpack/ibilinear.h>
12*4bdc9457SAndroid Build Coastguard Worker
13*4bdc9457SAndroid Build Coastguard Worker
14*4bdc9457SAndroid Build Coastguard Workervoid xnn_f32_ibilinear_ukernel__scalar_c${CHANNEL_TILE}${"" if PIXEL_TILE == 1 else "x%d" % PIXEL_TILE}(
15*4bdc9457SAndroid Build Coastguard Worker    size_t output_pixels,
16*4bdc9457SAndroid Build Coastguard Worker    size_t channels,
17*4bdc9457SAndroid Build Coastguard Worker    const float**restrict input,
18*4bdc9457SAndroid Build Coastguard Worker    size_t input_offset,
19*4bdc9457SAndroid Build Coastguard Worker    const float*restrict weights,
20*4bdc9457SAndroid Build Coastguard Worker    float*restrict output,
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(channels != 0);
25*4bdc9457SAndroid Build Coastguard Worker  assert(channels % sizeof(float) == 0);
26*4bdc9457SAndroid Build Coastguard Worker
27*4bdc9457SAndroid Build Coastguard Worker  do {
28*4bdc9457SAndroid Build Coastguard Worker    const float* i0 = (const float*) ((uintptr_t) input[0] + input_offset);
29*4bdc9457SAndroid Build Coastguard Worker    const float* i1 = (const float*) ((uintptr_t) input[1] + input_offset);
30*4bdc9457SAndroid Build Coastguard Worker    const float* i2 = (const float*) ((uintptr_t) input[2] + input_offset);
31*4bdc9457SAndroid Build Coastguard Worker    const float* i3 = (const float*) ((uintptr_t) input[3] + input_offset);
32*4bdc9457SAndroid Build Coastguard Worker    input += 4;
33*4bdc9457SAndroid Build Coastguard Worker
34*4bdc9457SAndroid Build Coastguard Worker    const float valphah = weights[0];
35*4bdc9457SAndroid Build Coastguard Worker    const float valphav = weights[1];
36*4bdc9457SAndroid Build Coastguard Worker    weights += 2;
37*4bdc9457SAndroid Build Coastguard Worker
38*4bdc9457SAndroid Build Coastguard Worker    size_t c = channels;
39*4bdc9457SAndroid Build Coastguard Worker    $if CHANNEL_TILE > 1:
40*4bdc9457SAndroid Build Coastguard Worker      for (; c >= ${CHANNEL_TILE} * sizeof(float); c -= ${CHANNEL_TILE} * sizeof(float)) {
41*4bdc9457SAndroid Build Coastguard Worker        $for C in range(CHANNEL_TILE):
42*4bdc9457SAndroid Build Coastguard Worker          const float vtl${ABC[C]} = i0[${C}];
43*4bdc9457SAndroid Build Coastguard Worker          const float vtr${ABC[C]} = i1[${C}];
44*4bdc9457SAndroid Build Coastguard Worker          const float vbl${ABC[C]} = i2[${C}];
45*4bdc9457SAndroid Build Coastguard Worker          const float vbr${ABC[C]} = i3[${C}];
46*4bdc9457SAndroid Build Coastguard Worker        i0 += ${CHANNEL_TILE};
47*4bdc9457SAndroid Build Coastguard Worker        i1 += ${CHANNEL_TILE};
48*4bdc9457SAndroid Build Coastguard Worker        i2 += ${CHANNEL_TILE};
49*4bdc9457SAndroid Build Coastguard Worker        i3 += ${CHANNEL_TILE};
50*4bdc9457SAndroid Build Coastguard Worker
51*4bdc9457SAndroid Build Coastguard Worker        $for C in range(CHANNEL_TILE):
52*4bdc9457SAndroid Build Coastguard Worker          const float vtd${ABC[C]} = vtr${ABC[C]} - vtl${ABC[C]};
53*4bdc9457SAndroid Build Coastguard Worker          const float vbd${ABC[C]} = vbr${ABC[C]} - vbl${ABC[C]};
54*4bdc9457SAndroid Build Coastguard Worker
55*4bdc9457SAndroid Build Coastguard Worker        $for C in range(CHANNEL_TILE):
56*4bdc9457SAndroid Build Coastguard Worker          const float vt${ABC[C]} = vtl${ABC[C]} + vtd${ABC[C]} * valphah;
57*4bdc9457SAndroid Build Coastguard Worker          const float vb${ABC[C]} = vbl${ABC[C]} + vbd${ABC[C]} * valphah;
58*4bdc9457SAndroid Build Coastguard Worker
59*4bdc9457SAndroid Build Coastguard Worker        $for C in range(CHANNEL_TILE):
60*4bdc9457SAndroid Build Coastguard Worker          const float vd${ABC[C]} = vb${ABC[C]} - vt${ABC[C]};
61*4bdc9457SAndroid Build Coastguard Worker
62*4bdc9457SAndroid Build Coastguard Worker        $for C in range(CHANNEL_TILE):
63*4bdc9457SAndroid Build Coastguard Worker          const float vo${ABC[C]} = vt${ABC[C]} + vd${ABC[C]} * valphav;
64*4bdc9457SAndroid Build Coastguard Worker
65*4bdc9457SAndroid Build Coastguard Worker        $for C in range(CHANNEL_TILE):
66*4bdc9457SAndroid Build Coastguard Worker          output[${C}] = vo${ABC[C]};
67*4bdc9457SAndroid Build Coastguard Worker        output += ${CHANNEL_TILE};
68*4bdc9457SAndroid Build Coastguard Worker      }
69*4bdc9457SAndroid Build Coastguard Worker      for (; c >= sizeof(float); c -= sizeof(float)) {
70*4bdc9457SAndroid Build Coastguard Worker        const float vtl = *i0++;
71*4bdc9457SAndroid Build Coastguard Worker        const float vtr = *i1++;
72*4bdc9457SAndroid Build Coastguard Worker        const float vbl = *i2++;
73*4bdc9457SAndroid Build Coastguard Worker        const float vbr = *i3++;
74*4bdc9457SAndroid Build Coastguard Worker
75*4bdc9457SAndroid Build Coastguard Worker        const float vtd = vtr - vtl;
76*4bdc9457SAndroid Build Coastguard Worker        const float vbd = vbr - vbl;
77*4bdc9457SAndroid Build Coastguard Worker
78*4bdc9457SAndroid Build Coastguard Worker        const float vt = vtl + vtd * valphah;
79*4bdc9457SAndroid Build Coastguard Worker        const float vb = vbl + vbd * valphah;
80*4bdc9457SAndroid Build Coastguard Worker
81*4bdc9457SAndroid Build Coastguard Worker        const float vd = vb - vt;
82*4bdc9457SAndroid Build Coastguard Worker
83*4bdc9457SAndroid Build Coastguard Worker        const float vo = vt + vd * valphav;
84*4bdc9457SAndroid Build Coastguard Worker
85*4bdc9457SAndroid Build Coastguard Worker        *output++ = vo;
86*4bdc9457SAndroid Build Coastguard Worker      }
87*4bdc9457SAndroid Build Coastguard Worker    $else:
88*4bdc9457SAndroid Build Coastguard Worker      do {
89*4bdc9457SAndroid Build Coastguard Worker        const float vtl = *i0++;
90*4bdc9457SAndroid Build Coastguard Worker        const float vtr = *i1++;
91*4bdc9457SAndroid Build Coastguard Worker        const float vbl = *i2++;
92*4bdc9457SAndroid Build Coastguard Worker        const float vbr = *i3++;
93*4bdc9457SAndroid Build Coastguard Worker
94*4bdc9457SAndroid Build Coastguard Worker        const float vtd = vtr - vtl;
95*4bdc9457SAndroid Build Coastguard Worker        const float vbd = vbr - vbl;
96*4bdc9457SAndroid Build Coastguard Worker
97*4bdc9457SAndroid Build Coastguard Worker        const float vt = vtl + vtd * valphah;
98*4bdc9457SAndroid Build Coastguard Worker        const float vb = vbl + vbd * valphah;
99*4bdc9457SAndroid Build Coastguard Worker
100*4bdc9457SAndroid Build Coastguard Worker        const float vd = vb - vt;
101*4bdc9457SAndroid Build Coastguard Worker
102*4bdc9457SAndroid Build Coastguard Worker        const float vo = vt + vd * valphav;
103*4bdc9457SAndroid Build Coastguard Worker
104*4bdc9457SAndroid Build Coastguard Worker        *output++ = vo;
105*4bdc9457SAndroid Build Coastguard Worker
106*4bdc9457SAndroid Build Coastguard Worker        c -= sizeof(float);
107*4bdc9457SAndroid Build Coastguard Worker      } while (c != 0);
108*4bdc9457SAndroid Build Coastguard Worker
109*4bdc9457SAndroid Build Coastguard Worker    output = (float*) ((uintptr_t) output + output_increment);
110*4bdc9457SAndroid Build Coastguard Worker  } while (--output_pixels != 0);
111*4bdc9457SAndroid Build Coastguard Worker}
112