1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/f16-raddstoreexpminusmax/neonfp16arith-rr2-p2.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/raddstoreexpminusmax.h>
16*4bdc9457SAndroid Build Coastguard Worker
17*4bdc9457SAndroid Build Coastguard Worker
xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x40_acc2(size_t batch,const void * input,const void * max,void * output,void * sum,const union xnn_f16_expminus_params params[restrict XNN_MIN_ELEMENTS (1)])18*4bdc9457SAndroid Build Coastguard Worker void xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x40_acc2(
19*4bdc9457SAndroid Build Coastguard Worker size_t batch,
20*4bdc9457SAndroid Build Coastguard Worker const void* input,
21*4bdc9457SAndroid Build Coastguard Worker const void* max,
22*4bdc9457SAndroid Build Coastguard Worker void* output,
23*4bdc9457SAndroid Build Coastguard Worker void* sum,
24*4bdc9457SAndroid Build Coastguard Worker const union xnn_f16_expminus_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
25*4bdc9457SAndroid Build Coastguard Worker {
26*4bdc9457SAndroid Build Coastguard Worker assert(batch % sizeof(__fp16) == 0);
27*4bdc9457SAndroid Build Coastguard Worker
28*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vi_max = vld1q_dup_f16(max);
29*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vlog2e = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.log2e));
30*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vmagic_bias = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.magic_bias));
31*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vminus_ln2_hi = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.minus_ln2_hi));
32*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vminus_ln2_lo = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.minus_ln2_lo));
33*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vc2 = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.c2));
34*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vc1 = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.c1));
35*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vdenorm_cutoff = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.denorm_cutoff));
36*4bdc9457SAndroid Build Coastguard Worker
37*4bdc9457SAndroid Build Coastguard Worker const __fp16* i = (const __fp16*) input;
38*4bdc9457SAndroid Build Coastguard Worker __fp16* o = (__fp16*) output;
39*4bdc9457SAndroid Build Coastguard Worker float16x8_t vacc0 = vmovq_n_f16(0.0f);
40*4bdc9457SAndroid Build Coastguard Worker float16x8_t vacc1 = vmovq_n_f16(0.0f);
41*4bdc9457SAndroid Build Coastguard Worker for (; batch >= 40 * sizeof(__fp16); batch -= 40 * sizeof(__fp16)) {
42*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vi0 = vld1q_f16(i); i += 8;
43*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vi1 = vld1q_f16(i); i += 8;
44*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vi2 = vld1q_f16(i); i += 8;
45*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vi3 = vld1q_f16(i); i += 8;
46*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vi4 = vld1q_f16(i); i += 8;
47*4bdc9457SAndroid Build Coastguard Worker
48*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx0 = vsubq_f16(vi0, vi_max);
49*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx1 = vsubq_f16(vi1, vi_max);
50*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx2 = vsubq_f16(vi2, vi_max);
51*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx3 = vsubq_f16(vi3, vi_max);
52*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx4 = vsubq_f16(vi4, vi_max);
53*4bdc9457SAndroid Build Coastguard Worker
54*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn0 = vfmaq_f16(vmagic_bias, vx0, vlog2e);
55*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn1 = vfmaq_f16(vmagic_bias, vx1, vlog2e);
56*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn2 = vfmaq_f16(vmagic_bias, vx2, vlog2e);
57*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn3 = vfmaq_f16(vmagic_bias, vx3, vlog2e);
58*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn4 = vfmaq_f16(vmagic_bias, vx4, vlog2e);
59*4bdc9457SAndroid Build Coastguard Worker
60*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs0 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn0), 10));
61*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs1 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn1), 10));
62*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs2 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn2), 10));
63*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs3 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn3), 10));
64*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs4 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn4), 10));
65*4bdc9457SAndroid Build Coastguard Worker
66*4bdc9457SAndroid Build Coastguard Worker vn0 = vsubq_f16(vn0, vmagic_bias);
67*4bdc9457SAndroid Build Coastguard Worker vn1 = vsubq_f16(vn1, vmagic_bias);
68*4bdc9457SAndroid Build Coastguard Worker vn2 = vsubq_f16(vn2, vmagic_bias);
69*4bdc9457SAndroid Build Coastguard Worker vn3 = vsubq_f16(vn3, vmagic_bias);
70*4bdc9457SAndroid Build Coastguard Worker vn4 = vsubq_f16(vn4, vmagic_bias);
71*4bdc9457SAndroid Build Coastguard Worker
72*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt0 = vfmaq_f16(vx0, vn0, vminus_ln2_hi);
73*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt1 = vfmaq_f16(vx1, vn1, vminus_ln2_hi);
74*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt2 = vfmaq_f16(vx2, vn2, vminus_ln2_hi);
75*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt3 = vfmaq_f16(vx3, vn3, vminus_ln2_hi);
76*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt4 = vfmaq_f16(vx4, vn4, vminus_ln2_hi);
77*4bdc9457SAndroid Build Coastguard Worker
78*4bdc9457SAndroid Build Coastguard Worker vt0 = vfmaq_f16(vt0, vn0, vminus_ln2_lo);
79*4bdc9457SAndroid Build Coastguard Worker vt1 = vfmaq_f16(vt1, vn1, vminus_ln2_lo);
80*4bdc9457SAndroid Build Coastguard Worker vt2 = vfmaq_f16(vt2, vn2, vminus_ln2_lo);
81*4bdc9457SAndroid Build Coastguard Worker vt3 = vfmaq_f16(vt3, vn3, vminus_ln2_lo);
82*4bdc9457SAndroid Build Coastguard Worker vt4 = vfmaq_f16(vt4, vn4, vminus_ln2_lo);
83*4bdc9457SAndroid Build Coastguard Worker
84*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp0 = vfmaq_f16(vc1, vc2, vt0);
85*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp1 = vfmaq_f16(vc1, vc2, vt1);
86*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp2 = vfmaq_f16(vc1, vc2, vt2);
87*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp3 = vfmaq_f16(vc1, vc2, vt3);
88*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp4 = vfmaq_f16(vc1, vc2, vt4);
89*4bdc9457SAndroid Build Coastguard Worker
90*4bdc9457SAndroid Build Coastguard Worker vt0 = vmulq_f16(vt0, vs0);
91*4bdc9457SAndroid Build Coastguard Worker vt1 = vmulq_f16(vt1, vs1);
92*4bdc9457SAndroid Build Coastguard Worker vt2 = vmulq_f16(vt2, vs2);
93*4bdc9457SAndroid Build Coastguard Worker vt3 = vmulq_f16(vt3, vs3);
94*4bdc9457SAndroid Build Coastguard Worker vt4 = vmulq_f16(vt4, vs4);
95*4bdc9457SAndroid Build Coastguard Worker
96*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf0 = vfmaq_f16(vs0, vp0, vt0);
97*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm0 = vcltq_f16(vx0, vdenorm_cutoff);
98*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf1 = vfmaq_f16(vs1, vp1, vt1);
99*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm1 = vcltq_f16(vx1, vdenorm_cutoff);
100*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf2 = vfmaq_f16(vs2, vp2, vt2);
101*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm2 = vcltq_f16(vx2, vdenorm_cutoff);
102*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf3 = vfmaq_f16(vs3, vp3, vt3);
103*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm3 = vcltq_f16(vx3, vdenorm_cutoff);
104*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf4 = vfmaq_f16(vs4, vp4, vt4);
105*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm4 = vcltq_f16(vx4, vdenorm_cutoff);
106*4bdc9457SAndroid Build Coastguard Worker
107*4bdc9457SAndroid Build Coastguard Worker vf0 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf0), vm0));
108*4bdc9457SAndroid Build Coastguard Worker vf1 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf1), vm1));
109*4bdc9457SAndroid Build Coastguard Worker vf2 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf2), vm2));
110*4bdc9457SAndroid Build Coastguard Worker vf3 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf3), vm3));
111*4bdc9457SAndroid Build Coastguard Worker vf4 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf4), vm4));
112*4bdc9457SAndroid Build Coastguard Worker
113*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf0); o += 8;
114*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf1); o += 8;
115*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf2); o += 8;
116*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf3); o += 8;
117*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf4); o += 8;
118*4bdc9457SAndroid Build Coastguard Worker
119*4bdc9457SAndroid Build Coastguard Worker vacc0 = vaddq_f16(vacc0, vf0);
120*4bdc9457SAndroid Build Coastguard Worker vacc1 = vaddq_f16(vacc1, vf1);
121*4bdc9457SAndroid Build Coastguard Worker vacc0 = vaddq_f16(vacc0, vf2);
122*4bdc9457SAndroid Build Coastguard Worker vacc1 = vaddq_f16(vacc1, vf3);
123*4bdc9457SAndroid Build Coastguard Worker vacc0 = vaddq_f16(vacc0, vf4);
124*4bdc9457SAndroid Build Coastguard Worker }
125*4bdc9457SAndroid Build Coastguard Worker vacc0 = vaddq_f16(vacc0, vacc1);
126*4bdc9457SAndroid Build Coastguard Worker
127*4bdc9457SAndroid Build Coastguard Worker float16x8_t vacc = vacc0;
128*4bdc9457SAndroid Build Coastguard Worker for (; batch >= 8 * sizeof(__fp16); batch -= 8 * sizeof(__fp16)) {
129*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vi = vld1q_f16(i); i += 8;
130*4bdc9457SAndroid Build Coastguard Worker
131*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx = vsubq_f16(vi, vi_max);
132*4bdc9457SAndroid Build Coastguard Worker
133*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn = vfmaq_f16(vmagic_bias, vx, vlog2e);
134*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn), 10));
135*4bdc9457SAndroid Build Coastguard Worker vn = vsubq_f16(vn, vmagic_bias);
136*4bdc9457SAndroid Build Coastguard Worker
137*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt = vfmaq_f16(vx, vn, vminus_ln2_hi);
138*4bdc9457SAndroid Build Coastguard Worker vt = vfmaq_f16(vt, vn, vminus_ln2_lo);
139*4bdc9457SAndroid Build Coastguard Worker
140*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp = vfmaq_f16(vc1, vc2, vt);
141*4bdc9457SAndroid Build Coastguard Worker vt = vmulq_f16(vt, vs);
142*4bdc9457SAndroid Build Coastguard Worker
143*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf = vfmaq_f16(vs, vp, vt);
144*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm = vcltq_f16(vx, vdenorm_cutoff);
145*4bdc9457SAndroid Build Coastguard Worker vf = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf), vm));
146*4bdc9457SAndroid Build Coastguard Worker
147*4bdc9457SAndroid Build Coastguard Worker vst1q_f16(o, vf); o += 8;
148*4bdc9457SAndroid Build Coastguard Worker
149*4bdc9457SAndroid Build Coastguard Worker vacc = vaddq_f16(vacc, vf);
150*4bdc9457SAndroid Build Coastguard Worker }
151*4bdc9457SAndroid Build Coastguard Worker float16x4_t vacc_lo = vadd_f16(vget_low_f16(vacc), vget_high_f16(vacc));
152*4bdc9457SAndroid Build Coastguard Worker if (batch != 0) {
153*4bdc9457SAndroid Build Coastguard Worker assert(batch >= 1 * sizeof(__fp16));
154*4bdc9457SAndroid Build Coastguard Worker assert(batch <= 7 * sizeof(__fp16));
155*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vi = vld1q_f16(i);
156*4bdc9457SAndroid Build Coastguard Worker
157*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vx = vsubq_f16(vi, vi_max);
158*4bdc9457SAndroid Build Coastguard Worker
159*4bdc9457SAndroid Build Coastguard Worker float16x8_t vn = vfmaq_f16(vmagic_bias, vx, vlog2e);
160*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vs = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn), 10));
161*4bdc9457SAndroid Build Coastguard Worker vn = vsubq_f16(vn, vmagic_bias);
162*4bdc9457SAndroid Build Coastguard Worker
163*4bdc9457SAndroid Build Coastguard Worker float16x8_t vt = vfmaq_f16(vx, vn, vminus_ln2_hi);
164*4bdc9457SAndroid Build Coastguard Worker vt = vfmaq_f16(vt, vn, vminus_ln2_lo);
165*4bdc9457SAndroid Build Coastguard Worker
166*4bdc9457SAndroid Build Coastguard Worker const float16x8_t vp = vfmaq_f16(vc1, vc2, vt);
167*4bdc9457SAndroid Build Coastguard Worker vt = vmulq_f16(vt, vs);
168*4bdc9457SAndroid Build Coastguard Worker
169*4bdc9457SAndroid Build Coastguard Worker float16x8_t vf = vfmaq_f16(vs, vp, vt);
170*4bdc9457SAndroid Build Coastguard Worker const uint16x8_t vm = vcltq_f16(vx, vdenorm_cutoff);
171*4bdc9457SAndroid Build Coastguard Worker vf = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf), vm));
172*4bdc9457SAndroid Build Coastguard Worker
173*4bdc9457SAndroid Build Coastguard Worker float16x4_t vf_lo = vget_low_f16(vf);
174*4bdc9457SAndroid Build Coastguard Worker if (batch & (4 * sizeof(__fp16))) {
175*4bdc9457SAndroid Build Coastguard Worker vst1_f16(o, vf_lo); o += 4;
176*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vadd_f16(vacc_lo, vf_lo);
177*4bdc9457SAndroid Build Coastguard Worker vf_lo = vget_high_f16(vf);
178*4bdc9457SAndroid Build Coastguard Worker }
179*4bdc9457SAndroid Build Coastguard Worker if (batch & (2 * sizeof(__fp16))) {
180*4bdc9457SAndroid Build Coastguard Worker vst1_lane_u32((void*) o, vreinterpret_u32_f16(vf_lo), 0); o += 2;
181*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vadd_f16(vacc_lo, vreinterpret_f16_u64(vshl_n_u64(vreinterpret_u64_f16(vf_lo), 32)));
182*4bdc9457SAndroid Build Coastguard Worker vf_lo = vext_f16(vf_lo, vf_lo, 2);
183*4bdc9457SAndroid Build Coastguard Worker }
184*4bdc9457SAndroid Build Coastguard Worker if (batch & (1 * sizeof(__fp16))) {
185*4bdc9457SAndroid Build Coastguard Worker vst1_lane_f16(o, vf_lo, 0);
186*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vadd_f16(vacc_lo, vreinterpret_f16_u64(vshl_n_u64(vreinterpret_u64_f16(vf_lo), 48)));
187*4bdc9457SAndroid Build Coastguard Worker }
188*4bdc9457SAndroid Build Coastguard Worker }
189*4bdc9457SAndroid Build Coastguard Worker vacc_lo = vpadd_f16(vacc_lo, vacc_lo);
190*4bdc9457SAndroid Build Coastguard Worker *((__fp16*) sum) = vget_lane_f16(vacc_lo, 0) + vget_lane_f16(vacc_lo, 1);
191*4bdc9457SAndroid Build Coastguard Worker }
192