1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/f16-vsigmoid/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/common.h>
15*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/vunary.h>
16*4bdc9457SAndroid Build Coastguard Worker
17*4bdc9457SAndroid Build Coastguard Worker
xnn_f16_vsigmoid_ukernel__neonfp16arith_rr2_p2_div_x40(size_t batch,const void * input,void * output,const union xnn_f16_sigmoid_params params[restrict XNN_MIN_ELEMENTS (1)])18*4bdc9457SAndroid Build Coastguard Worker void xnn_f16_vsigmoid_ukernel__neonfp16arith_rr2_p2_div_x40(
19*4bdc9457SAndroid Build Coastguard Worker size_t batch,
20*4bdc9457SAndroid Build Coastguard Worker const void* input,
21*4bdc9457SAndroid Build Coastguard Worker void* output,
22*4bdc9457SAndroid Build Coastguard Worker const union xnn_f16_sigmoid_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
23*4bdc9457SAndroid Build Coastguard Worker {
24*4bdc9457SAndroid Build Coastguard Worker assert(batch % sizeof(__fp16) == 0);
25*4bdc9457SAndroid Build Coastguard Worker
26*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vmagic_bias = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.magic_bias));
27*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vminus_log2e = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.minus_log2e));
28*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vln2_hi = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.ln2_hi));
29*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vln2_lo = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.ln2_lo));
30*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vc2 = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.c2));
31*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vc1 = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.c1));
32*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vone = vmovq_n_f16(1.0f);
33*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vdenorm_cutoff = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.denorm_cutoff));
34*4bdc9457SAndroid Build Coastguard Worker
35*4bdc9457SAndroid Build Coastguard Worker const __fp16* i = (const __fp16*) input;
36*4bdc9457SAndroid Build Coastguard Worker __fp16* o = (__fp16*) output;
37*4bdc9457SAndroid Build Coastguard Worker for (; batch >= 40 * sizeof(__fp16); batch -= 40 * sizeof(__fp16)) {
38*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx0 = vld1q_f16(i); i += 8;
39*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx1 = vld1q_f16(i); i += 8;
40*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx2 = vld1q_f16(i); i += 8;
41*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx3 = vld1q_f16(i); i += 8;
42*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx4 = vld1q_f16(i); i += 8;
43*4bdc9457SAndroid Build Coastguard Worker
44*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vz0 = vabsq_f16(vx0);
45*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vz1 = vabsq_f16(vx1);
46*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vz2 = vabsq_f16(vx2);
47*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vz3 = vabsq_f16(vx3);
48*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vz4 = vabsq_f16(vx4);
49*4bdc9457SAndroid Build Coastguard Worker
50*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn0 = vfmaq_f16(vmagic_bias, vz0, vminus_log2e);
51*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn1 = vfmaq_f16(vmagic_bias, vz1, vminus_log2e);
52*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn2 = vfmaq_f16(vmagic_bias, vz2, vminus_log2e);
53*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn3 = vfmaq_f16(vmagic_bias, vz3, vminus_log2e);
54*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn4 = vfmaq_f16(vmagic_bias, vz4, vminus_log2e);
55*4bdc9457SAndroid Build Coastguard Worker
56*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs0 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn0), 10));
57*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs1 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn1), 10));
58*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs2 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn2), 10));
59*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs3 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn3), 10));
60*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs4 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn4), 10));
61*4bdc9457SAndroid Build Coastguard Worker
62*4bdc9457SAndroid Build Coastguard Worker vn0 = vsubq_f16(vn0, vmagic_bias);
63*4bdc9457SAndroid Build Coastguard Worker vn1 = vsubq_f16(vn1, vmagic_bias);
64*4bdc9457SAndroid Build Coastguard Worker vn2 = vsubq_f16(vn2, vmagic_bias);
65*4bdc9457SAndroid Build Coastguard Worker vn3 = vsubq_f16(vn3, vmagic_bias);
66*4bdc9457SAndroid Build Coastguard Worker vn4 = vsubq_f16(vn4, vmagic_bias);
67*4bdc9457SAndroid Build Coastguard Worker
68*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt0 = vfmaq_f16(vz0, vn0, vln2_hi);
69*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt1 = vfmaq_f16(vz1, vn1, vln2_hi);
70*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt2 = vfmaq_f16(vz2, vn2, vln2_hi);
71*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt3 = vfmaq_f16(vz3, vn3, vln2_hi);
72*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt4 = vfmaq_f16(vz4, vn4, vln2_hi);
73*4bdc9457SAndroid Build Coastguard Worker
74*4bdc9457SAndroid Build Coastguard Worker vt0 = vfmaq_f16(vt0, vn0, vln2_lo);
75*4bdc9457SAndroid Build Coastguard Worker vt1 = vfmaq_f16(vt1, vn1, vln2_lo);
76*4bdc9457SAndroid Build Coastguard Worker vt2 = vfmaq_f16(vt2, vn2, vln2_lo);
77*4bdc9457SAndroid Build Coastguard Worker vt3 = vfmaq_f16(vt3, vn3, vln2_lo);
78*4bdc9457SAndroid Build Coastguard Worker vt4 = vfmaq_f16(vt4, vn4, vln2_lo);
79*4bdc9457SAndroid Build Coastguard Worker
80*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp0 = vfmaq_f16(vc1, vc2, vt0);
81*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp1 = vfmaq_f16(vc1, vc2, vt1);
82*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp2 = vfmaq_f16(vc1, vc2, vt2);
83*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp3 = vfmaq_f16(vc1, vc2, vt3);
84*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp4 = vfmaq_f16(vc1, vc2, vt4);
85*4bdc9457SAndroid Build Coastguard Worker
86*4bdc9457SAndroid Build Coastguard Worker vt0 = vmulq_f16(vt0, vs0);
87*4bdc9457SAndroid Build Coastguard Worker vt1 = vmulq_f16(vt1, vs1);
88*4bdc9457SAndroid Build Coastguard Worker vt2 = vmulq_f16(vt2, vs2);
89*4bdc9457SAndroid Build Coastguard Worker vt3 = vmulq_f16(vt3, vs3);
90*4bdc9457SAndroid Build Coastguard Worker vt4 = vmulq_f16(vt4, vs4);
91*4bdc9457SAndroid Build Coastguard Worker
92*4bdc9457SAndroid Build Coastguard Worker const float16x8_t ve0 = vfmaq_f16(vs0, vp0, vt0);
93*4bdc9457SAndroid Build Coastguard Worker const float16x8_t ve1 = vfmaq_f16(vs1, vp1, vt1);
94*4bdc9457SAndroid Build Coastguard Worker const float16x8_t ve2 = vfmaq_f16(vs2, vp2, vt2);
95*4bdc9457SAndroid Build Coastguard Worker const float16x8_t ve3 = vfmaq_f16(vs3, vp3, vt3);
96*4bdc9457SAndroid Build Coastguard Worker const float16x8_t ve4 = vfmaq_f16(vs4, vp4, vt4);
97*4bdc9457SAndroid Build Coastguard Worker
98*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vd0 = vaddq_f16(ve0, vone);
99*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vd1 = vaddq_f16(ve1, vone);
100*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vd2 = vaddq_f16(ve2, vone);
101*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vd3 = vaddq_f16(ve3, vone);
102*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vd4 = vaddq_f16(ve4, vone);
103*4bdc9457SAndroid Build Coastguard Worker
104*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf0 = vdivq_f16(ve0, vd0);
105*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf1 = vdivq_f16(ve1, vd1);
106*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf2 = vdivq_f16(ve2, vd2);
107*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf3 = vdivq_f16(ve3, vd3);
108*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf4 = vdivq_f16(ve4, vd4);
109*4bdc9457SAndroid Build Coastguard Worker
110*4bdc9457SAndroid Build Coastguard Worker vf0 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf0), vcagtq_f16(vx0, vdenorm_cutoff)));
111*4bdc9457SAndroid Build Coastguard Worker vf1 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf1), vcagtq_f16(vx1, vdenorm_cutoff)));
112*4bdc9457SAndroid Build Coastguard Worker vf2 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf2), vcagtq_f16(vx2, vdenorm_cutoff)));
113*4bdc9457SAndroid Build Coastguard Worker vf3 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf3), vcagtq_f16(vx3, vdenorm_cutoff)));
114*4bdc9457SAndroid Build Coastguard Worker vf4 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf4), vcagtq_f16(vx4, vdenorm_cutoff)));
115*4bdc9457SAndroid Build Coastguard Worker
116*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm0 = vcltq_f16(vx0, vmovq_n_f16(0.0f));
117*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm1 = vcltq_f16(vx1, vmovq_n_f16(0.0f));
118*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm2 = vcltq_f16(vx2, vmovq_n_f16(0.0f));
119*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm3 = vcltq_f16(vx3, vmovq_n_f16(0.0f));
120*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm4 = vcltq_f16(vx4, vmovq_n_f16(0.0f));
121*4bdc9457SAndroid Build Coastguard Worker
122*4bdc9457SAndroid Build Coastguard Worker vf0 = vbslq_f16(vm0, vf0, vsubq_f16(vone, vf0));
123*4bdc9457SAndroid Build Coastguard Worker vf1 = vbslq_f16(vm1, vf1, vsubq_f16(vone, vf1));
124*4bdc9457SAndroid Build Coastguard Worker vf2 = vbslq_f16(vm2, vf2, vsubq_f16(vone, vf2));
125*4bdc9457SAndroid Build Coastguard Worker vf3 = vbslq_f16(vm3, vf3, vsubq_f16(vone, vf3));
126*4bdc9457SAndroid Build Coastguard Worker vf4 = vbslq_f16(vm4, vf4, vsubq_f16(vone, vf4));
127*4bdc9457SAndroid Build Coastguard Worker
128*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf0); o += 8;
129*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf1); o += 8;
130*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf2); o += 8;
131*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf3); o += 8;
132*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf4); o += 8;
133*4bdc9457SAndroid Build Coastguard Worker }
134*4bdc9457SAndroid Build Coastguard Worker for (; batch >= 8 * sizeof(__fp16); batch -= 8 * sizeof(__fp16)) {
135*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx = vld1q_f16(i); i += 8;
136*4bdc9457SAndroid Build Coastguard Worker
137*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vz = vabsq_f16(vx);
138*4bdc9457SAndroid Build Coastguard Worker
139*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn = vfmaq_f16(vmagic_bias, vz, vminus_log2e);
140*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn), 10));
141*4bdc9457SAndroid Build Coastguard Worker vn = vsubq_f16(vn, vmagic_bias);
142*4bdc9457SAndroid Build Coastguard Worker
143*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt = vfmaq_f16(vz, vn, vln2_hi);
144*4bdc9457SAndroid Build Coastguard Worker vt = vfmaq_f16(vt, vn, vln2_lo);
145*4bdc9457SAndroid Build Coastguard Worker
146*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp = vfmaq_f16(vc1, vc2, vt);
147*4bdc9457SAndroid Build Coastguard Worker vt = vmulq_f16(vt, vs);
148*4bdc9457SAndroid Build Coastguard Worker const float16x8_t ve = vfmaq_f16(vs, vp, vt);
149*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vd = vaddq_f16(ve, vone);
150*4bdc9457SAndroid Build Coastguard Worker
151*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf = vdivq_f16(ve, vd);
152*4bdc9457SAndroid Build Coastguard Worker vf = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf), vcagtq_f16(vx, vdenorm_cutoff)));
153*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm = vcltq_f16(vx, vmovq_n_f16(0.0f));
154*4bdc9457SAndroid Build Coastguard Worker vf = vbslq_f16(vm, vf, vsubq_f16(vone, vf));
155*4bdc9457SAndroid Build Coastguard Worker
156*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf); o += 8;
157*4bdc9457SAndroid Build Coastguard Worker }
158*4bdc9457SAndroid Build Coastguard Worker if XNN_UNLIKELY(batch != 0) {
159*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx = vld1q_f16(i);
160*4bdc9457SAndroid Build Coastguard Worker
161*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vz = vabsq_f16(vx);
162*4bdc9457SAndroid Build Coastguard Worker
163*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn = vfmaq_f16(vmagic_bias, vz, vminus_log2e);
164*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn), 10));
165*4bdc9457SAndroid Build Coastguard Worker vn = vsubq_f16(vn, vmagic_bias);
166*4bdc9457SAndroid Build Coastguard Worker
167*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt = vfmaq_f16(vz, vn, vln2_hi);
168*4bdc9457SAndroid Build Coastguard Worker vt = vfmaq_f16(vt, vn, vln2_lo);
169*4bdc9457SAndroid Build Coastguard Worker
170*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp = vfmaq_f16(vc1, vc2, vt);
171*4bdc9457SAndroid Build Coastguard Worker vt = vmulq_f16(vt, vs);
172*4bdc9457SAndroid Build Coastguard Worker const float16x8_t ve = vfmaq_f16(vs, vp, vt);
173*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vd = vaddq_f16(ve, vone);
174*4bdc9457SAndroid Build Coastguard Worker
175*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf = vdivq_f16(ve, vd);
176*4bdc9457SAndroid Build Coastguard Worker vf = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf), vcagtq_f16(vx, vdenorm_cutoff)));
177*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm = vcltq_f16(vx, vmovq_n_f16(0.0f));
178*4bdc9457SAndroid Build Coastguard Worker vf = vbslq_f16(vm, vf, vsubq_f16(vone, vf));
179*4bdc9457SAndroid Build Coastguard Worker
180*4bdc9457SAndroid Build Coastguard Worker float16x4_t vf_lo = vget_low_f16(vf);
181*4bdc9457SAndroid Build Coastguard Worker if (batch & (4 * sizeof(__fp16))) {
182*4bdc9457SAndroid Build Coastguard Worker vst1_f16(o, vf_lo); o += 4;
183*4bdc9457SAndroid Build Coastguard Worker vf_lo = vget_high_f16(vf);
184*4bdc9457SAndroid Build Coastguard Worker }
185*4bdc9457SAndroid Build Coastguard Worker if (batch & (2 * sizeof(__fp16))) {
186*4bdc9457SAndroid Build Coastguard Worker vst1_f16(o, vf_lo); o += 2;
187*4bdc9457SAndroid Build Coastguard Worker vf_lo = vext_f16(vf_lo, vf_lo, 2);
188*4bdc9457SAndroid Build Coastguard Worker }
189*4bdc9457SAndroid Build Coastguard Worker if (batch & (1 * sizeof(__fp16))) {
190*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f16(o, vf_lo, 0);
191*4bdc9457SAndroid Build Coastguard Worker }
192*4bdc9457SAndroid Build Coastguard Worker }
193*4bdc9457SAndroid Build Coastguard Worker }
194