1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/f16-ibilinear-chw/neonfp16arith.c.in
3*4bdc9457SAndroid Build Coastguard Worker // Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2022 Google LLC
6*4bdc9457SAndroid Build Coastguard Worker //
7*4bdc9457SAndroid Build Coastguard Worker // This source code is licensed under the BSD-style license found in the
8*4bdc9457SAndroid Build Coastguard Worker // LICENSE file in the root directory of this source tree.
9*4bdc9457SAndroid Build Coastguard Worker
10*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
11*4bdc9457SAndroid Build Coastguard Worker
12*4bdc9457SAndroid Build Coastguard Worker #include <arm_neon.h>
13*4bdc9457SAndroid Build Coastguard Worker
14*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/ibilinear.h>
15*4bdc9457SAndroid Build Coastguard Worker
16*4bdc9457SAndroid Build Coastguard Worker
xnn_f16_ibilinear_chw_ukernel__neonfp16arith_p4(size_t output_pixels,size_t channels,const void ** restrict input,size_t input_offset,const void * restrict weights,void * restrict output,size_t input_increment)17*4bdc9457SAndroid Build Coastguard Worker void xnn_f16_ibilinear_chw_ukernel__neonfp16arith_p4(
18*4bdc9457SAndroid Build Coastguard Worker size_t output_pixels,
19*4bdc9457SAndroid Build Coastguard Worker size_t channels,
20*4bdc9457SAndroid Build Coastguard Worker const void**restrict input,
21*4bdc9457SAndroid Build Coastguard Worker size_t input_offset,
22*4bdc9457SAndroid Build Coastguard Worker const void*restrict weights,
23*4bdc9457SAndroid Build Coastguard Worker void*restrict output,
24*4bdc9457SAndroid Build Coastguard Worker size_t input_increment) XNN_OOB_READS
25*4bdc9457SAndroid Build Coastguard Worker {
26*4bdc9457SAndroid Build Coastguard Worker assert(output_pixels != 0);
27*4bdc9457SAndroid Build Coastguard Worker assert(channels != 0);
28*4bdc9457SAndroid Build Coastguard Worker assert(input_increment % sizeof(__fp16) == 0);
29*4bdc9457SAndroid Build Coastguard Worker
30*4bdc9457SAndroid Build Coastguard Worker __fp16* o = (__fp16*) output;
31*4bdc9457SAndroid Build Coastguard Worker do {
32*4bdc9457SAndroid Build Coastguard Worker const __fp16** i = (const __fp16**)input;
33*4bdc9457SAndroid Build Coastguard Worker const __fp16* w = weights;
34*4bdc9457SAndroid Build Coastguard Worker size_t p = output_pixels;
35*4bdc9457SAndroid Build Coastguard Worker
36*4bdc9457SAndroid Build Coastguard Worker
37*4bdc9457SAndroid Build Coastguard Worker for (; p >= 4; p -= 4) {
38*4bdc9457SAndroid Build Coastguard Worker const __fp16* itl0 = (const __fp16*) ((uintptr_t) i[0] + input_offset);
39*4bdc9457SAndroid Build Coastguard Worker const __fp16* ibl0 = (const __fp16*) ((uintptr_t) i[1] + input_offset);
40*4bdc9457SAndroid Build Coastguard Worker const __fp16* itl1 = (const __fp16*) ((uintptr_t) i[2] + input_offset);
41*4bdc9457SAndroid Build Coastguard Worker const __fp16* ibl1 = (const __fp16*) ((uintptr_t) i[3] + input_offset);
42*4bdc9457SAndroid Build Coastguard Worker const __fp16* itl2 = (const __fp16*) ((uintptr_t) i[4] + input_offset);
43*4bdc9457SAndroid Build Coastguard Worker const __fp16* ibl2 = (const __fp16*) ((uintptr_t) i[5] + input_offset);
44*4bdc9457SAndroid Build Coastguard Worker const __fp16* itl3 = (const __fp16*) ((uintptr_t) i[6] + input_offset);
45*4bdc9457SAndroid Build Coastguard Worker const __fp16* ibl3 = (const __fp16*) ((uintptr_t) i[7] + input_offset);
46*4bdc9457SAndroid Build Coastguard Worker i += 8;
47*4bdc9457SAndroid Build Coastguard Worker
48*4bdc9457SAndroid Build Coastguard Worker const float16x4x2_t vw = vld2_f16(w);
49*4bdc9457SAndroid Build Coastguard Worker w += 8;
50*4bdc9457SAndroid Build Coastguard Worker
51*4bdc9457SAndroid Build Coastguard Worker float16x8_t vtltr = vmovq_n_f16(0); // vmov for uninitialized var warning
52*4bdc9457SAndroid Build Coastguard Worker float16x8_t vblbr = vmovq_n_f16(0);
53*4bdc9457SAndroid Build Coastguard Worker vtltr = vreinterpretq_f16_u32(vld1q_lane_u32((const void*) itl0, vreinterpretq_u32_f16(vtltr), 0));
54*4bdc9457SAndroid Build Coastguard Worker vblbr = vreinterpretq_f16_u32(vld1q_lane_u32((const void*) ibl0, vreinterpretq_u32_f16(vblbr), 0));
55*4bdc9457SAndroid Build Coastguard Worker vtltr = vreinterpretq_f16_u32(vld1q_lane_u32((const void*) itl1, vreinterpretq_u32_f16(vtltr), 1));
56*4bdc9457SAndroid Build Coastguard Worker vblbr = vreinterpretq_f16_u32(vld1q_lane_u32((const void*) ibl1, vreinterpretq_u32_f16(vblbr), 1));
57*4bdc9457SAndroid Build Coastguard Worker vtltr = vreinterpretq_f16_u32(vld1q_lane_u32((const void*) itl2, vreinterpretq_u32_f16(vtltr), 2));
58*4bdc9457SAndroid Build Coastguard Worker vblbr = vreinterpretq_f16_u32(vld1q_lane_u32((const void*) ibl2, vreinterpretq_u32_f16(vblbr), 2));
59*4bdc9457SAndroid Build Coastguard Worker vtltr = vreinterpretq_f16_u32(vld1q_lane_u32((const void*) itl3, vreinterpretq_u32_f16(vtltr), 3));
60*4bdc9457SAndroid Build Coastguard Worker vblbr = vreinterpretq_f16_u32(vld1q_lane_u32((const void*) ibl3, vreinterpretq_u32_f16(vblbr), 3));
61*4bdc9457SAndroid Build Coastguard Worker
62*4bdc9457SAndroid Build Coastguard Worker const float16x4_t valphah = vw.val[0];
63*4bdc9457SAndroid Build Coastguard Worker const float16x4_t valphav = vw.val[1];
64*4bdc9457SAndroid Build Coastguard Worker
65*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vldrd = vsubq_f16(vblbr, vtltr);
66*4bdc9457SAndroid Build Coastguard Worker
67*4bdc9457SAndroid Build Coastguard Worker const float16x4x2_t vld_t = vuzp_f16(vget_low_f16(vldrd), vget_high_f16(vldrd));
68*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vld = vld_t.val[0];
69*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vrd = vld_t.val[1];
70*4bdc9457SAndroid Build Coastguard Worker
71*4bdc9457SAndroid Build Coastguard Worker const float16x4x2_t vtl_t = vuzp_f16(vget_low_f16(vtltr), vget_high_f16(vtltr));
72*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vtl = vtl_t.val[0];
73*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vtr = vtl_t.val[1];
74*4bdc9457SAndroid Build Coastguard Worker
75*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vl = vfma_f16(vtl, vld, valphav);
76*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vr = vfma_f16(vtr, vrd, valphav);
77*4bdc9457SAndroid Build Coastguard Worker
78*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vd = vsub_f16(vr, vl);
79*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vo = vfma_f16(vl, vd, valphah);
80*4bdc9457SAndroid Build Coastguard Worker
81*4bdc9457SAndroid Build Coastguard Worker vst1_f16(o, vo);
82*4bdc9457SAndroid Build Coastguard Worker o += 4;
83*4bdc9457SAndroid Build Coastguard Worker }
84*4bdc9457SAndroid Build Coastguard Worker
85*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(p != 0) {
86*4bdc9457SAndroid Build Coastguard Worker if (p & 2) {
87*4bdc9457SAndroid Build Coastguard Worker const __fp16* itl0 = (const __fp16*) ((uintptr_t) i[0] + input_offset);
88*4bdc9457SAndroid Build Coastguard Worker const __fp16* ibl0 = (const __fp16*) ((uintptr_t) i[1] + input_offset);
89*4bdc9457SAndroid Build Coastguard Worker const __fp16* itl1 = (const __fp16*) ((uintptr_t) i[2] + input_offset);
90*4bdc9457SAndroid Build Coastguard Worker const __fp16* ibl1 = (const __fp16*) ((uintptr_t) i[3] + input_offset);
91*4bdc9457SAndroid Build Coastguard Worker i += 4;
92*4bdc9457SAndroid Build Coastguard Worker
93*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vw = vld1_f16(w);
94*4bdc9457SAndroid Build Coastguard Worker w += 4;
95*4bdc9457SAndroid Build Coastguard Worker
96*4bdc9457SAndroid Build Coastguard Worker const float16x4x2_t vwhv = vuzp_f16(vw, vw);
97*4bdc9457SAndroid Build Coastguard Worker const float16x4_t valphah = vwhv.val[0];
98*4bdc9457SAndroid Build Coastguard Worker const float16x4_t valphav = vwhv.val[1];
99*4bdc9457SAndroid Build Coastguard Worker
100*4bdc9457SAndroid Build Coastguard Worker float16x4_t vtltr = vmov_n_f16(0); // vmov for uninitialized var warning
101*4bdc9457SAndroid Build Coastguard Worker float16x4_t vblbr = vmov_n_f16(0);
102*4bdc9457SAndroid Build Coastguard Worker
103*4bdc9457SAndroid Build Coastguard Worker vtltr = vreinterpret_f16_u32(vld1_lane_u32((const void*) itl0, vreinterpret_u32_f16(vtltr), 0));
104*4bdc9457SAndroid Build Coastguard Worker vblbr = vreinterpret_f16_u32(vld1_lane_u32((const void*) ibl0, vreinterpret_u32_f16(vblbr), 0));
105*4bdc9457SAndroid Build Coastguard Worker vtltr = vreinterpret_f16_u32(vld1_lane_u32((const void*) itl1, vreinterpret_u32_f16(vtltr), 1));
106*4bdc9457SAndroid Build Coastguard Worker vblbr = vreinterpret_f16_u32(vld1_lane_u32((const void*) ibl1, vreinterpret_u32_f16(vblbr), 1));
107*4bdc9457SAndroid Build Coastguard Worker
108*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vldrd = vsub_f16(vblbr, vtltr);
109*4bdc9457SAndroid Build Coastguard Worker
110*4bdc9457SAndroid Build Coastguard Worker const float16x4x2_t vld_t = vuzp_f16(vldrd, vldrd);
111*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vld = vld_t.val[0];
112*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vrd = vld_t.val[1];
113*4bdc9457SAndroid Build Coastguard Worker
114*4bdc9457SAndroid Build Coastguard Worker const float16x4x2_t vtl_t = vuzp_f16(vtltr, vtltr);
115*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vtl = vtl_t.val[0];
116*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vtr = vtl_t.val[1];
117*4bdc9457SAndroid Build Coastguard Worker
118*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vl = vfma_f16(vtl, vld, valphav);
119*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vr = vfma_f16(vtr, vrd, valphav);
120*4bdc9457SAndroid Build Coastguard Worker
121*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vd = vsub_f16(vr, vl);
122*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vo = vfma_f16(vl, vd, valphah);
123*4bdc9457SAndroid Build Coastguard Worker
124*4bdc9457SAndroid Build Coastguard Worker vst1_lane_u32((void*) o, vreinterpret_u32_f16(vo), 0);
125*4bdc9457SAndroid Build Coastguard Worker o += 2;
126*4bdc9457SAndroid Build Coastguard Worker }
127*4bdc9457SAndroid Build Coastguard Worker
128*4bdc9457SAndroid Build Coastguard Worker if (p & 1) {
129*4bdc9457SAndroid Build Coastguard Worker // We are computing the following formula:
130*4bdc9457SAndroid Build Coastguard Worker // result = (1 - alpha_h) * (1 - alpha_v) * top_left +
131*4bdc9457SAndroid Build Coastguard Worker // alpha_h * (1 - alpha_v) * top_right +
132*4bdc9457SAndroid Build Coastguard Worker // (1 - alpha_h) * alpha_v * bottom_left +
133*4bdc9457SAndroid Build Coastguard Worker // alpha_h * alpha_v * bottom_right.
134*4bdc9457SAndroid Build Coastguard Worker //
135*4bdc9457SAndroid Build Coastguard Worker // Rearranging gives
136*4bdc9457SAndroid Build Coastguard Worker // result = left + alpha_h * (right - left),
137*4bdc9457SAndroid Build Coastguard Worker // where
138*4bdc9457SAndroid Build Coastguard Worker // left = top_left + alpha_v * (bottom_left - top_left),
139*4bdc9457SAndroid Build Coastguard Worker // right = top_right + alpha_v * (bottom_right - top_right).
140*4bdc9457SAndroid Build Coastguard Worker
141*4bdc9457SAndroid Build Coastguard Worker const __fp16* itl = (const __fp16*) ((uintptr_t) i[0] + input_offset);
142*4bdc9457SAndroid Build Coastguard Worker const __fp16* ibl = (const __fp16*) ((uintptr_t) i[1] + input_offset);
143*4bdc9457SAndroid Build Coastguard Worker i += 2;
144*4bdc9457SAndroid Build Coastguard Worker
145*4bdc9457SAndroid Build Coastguard Worker float16x4_t vw = vmov_n_f16(0);
146*4bdc9457SAndroid Build Coastguard Worker vw = vreinterpret_f16_u32(vld1_lane_u32((const void*) w, vreinterpret_u32_f16(vw), 0));
147*4bdc9457SAndroid Build Coastguard Worker w += 2;
148*4bdc9457SAndroid Build Coastguard Worker
149*4bdc9457SAndroid Build Coastguard Worker const float16x4x2_t vwhv = vuzp_f16(vw, vw);
150*4bdc9457SAndroid Build Coastguard Worker const float16x4_t valphah = vwhv.val[0];
151*4bdc9457SAndroid Build Coastguard Worker const float16x4_t valphav = vwhv.val[1];
152*4bdc9457SAndroid Build Coastguard Worker
153*4bdc9457SAndroid Build Coastguard Worker float16x4_t vtltr = vmov_n_f16(0); // vmov for uninitialized var warning
154*4bdc9457SAndroid Build Coastguard Worker float16x4_t vblbr = vmov_n_f16(0);
155*4bdc9457SAndroid Build Coastguard Worker
156*4bdc9457SAndroid Build Coastguard Worker vtltr = vreinterpret_f16_u32(vld1_lane_u32((const void*) itl, vreinterpret_u32_f16(vtltr), 0));
157*4bdc9457SAndroid Build Coastguard Worker vblbr = vreinterpret_f16_u32(vld1_lane_u32((const void*) ibl, vreinterpret_u32_f16(vblbr), 0));
158*4bdc9457SAndroid Build Coastguard Worker
159*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vldrd = vsub_f16(vblbr, vtltr);
160*4bdc9457SAndroid Build Coastguard Worker
161*4bdc9457SAndroid Build Coastguard Worker const float16x4x2_t vld_t = vuzp_f16(vldrd, vldrd);
162*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vld = vld_t.val[0];
163*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vrd = vld_t.val[1];
164*4bdc9457SAndroid Build Coastguard Worker
165*4bdc9457SAndroid Build Coastguard Worker const float16x4x2_t vtl_t = vuzp_f16(vtltr, vtltr);
166*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vtl = vtl_t.val[0];
167*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vtr = vtl_t.val[1];
168*4bdc9457SAndroid Build Coastguard Worker
169*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vl = vfma_f16(vtl, vld, valphav);
170*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vr = vfma_f16(vtr, vrd, valphav);
171*4bdc9457SAndroid Build Coastguard Worker
172*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vd = vsub_f16(vr, vl);
173*4bdc9457SAndroid Build Coastguard Worker const float16x4_t vo = vfma_f16(vl, vd, valphah);
174*4bdc9457SAndroid Build Coastguard Worker
175*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f16(o, vo, 0);
176*4bdc9457SAndroid Build Coastguard Worker o += 1;
177*4bdc9457SAndroid Build Coastguard Worker }
178*4bdc9457SAndroid Build Coastguard Worker }
179*4bdc9457SAndroid Build Coastguard Worker
180*4bdc9457SAndroid Build Coastguard Worker input_offset += input_increment;
181*4bdc9457SAndroid Build Coastguard Worker } while (--channels != 0);
182*4bdc9457SAndroid Build Coastguard Worker }
183