1 // Auto-generated file. Do not edit!
2 // Template: src/f16-raddstoreexpminusmax/neonfp16arith-rr2-p2.c.in
3 // Generator: tools/xngen
4 //
5 // Copyright 2022 Google LLC
6 //
7 // This source code is licensed under the BSD-style license found in the
8 // LICENSE file in the root directory of this source tree.
9
10 #include <assert.h>
11
12 #include <arm_neon.h>
13
14 #include <xnnpack/common.h>
15 #include <xnnpack/raddstoreexpminusmax.h>
16
17
xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x64(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 void xnn_f16_raddstoreexpminusmax_ukernel__neonfp16arith_rr2_p2_x64(
19 size_t batch,
20 const void* input,
21 const void* max,
22 void* output,
23 void* sum,
24 const union xnn_f16_expminus_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
25 {
26 assert(batch % sizeof(__fp16) == 0);
27
28 const float16x8_t vi_max = vld1q_dup_f16(max);
29 const float16x8_t vlog2e = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.log2e));
30 const float16x8_t vmagic_bias = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.magic_bias));
31 const float16x8_t vminus_ln2_hi = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.minus_ln2_hi));
32 const float16x8_t vminus_ln2_lo = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.minus_ln2_lo));
33 const float16x8_t vc2 = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.c2));
34 const float16x8_t vc1 = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.c1));
35 const float16x8_t vdenorm_cutoff = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->neonfp16arith_rr2_p2.denorm_cutoff));
36
37 const __fp16* i = (const __fp16*) input;
38 __fp16* o = (__fp16*) output;
39 float16x8_t vacc0 = vmovq_n_f16(0.0f);
40 for (; batch >= 64 * sizeof(__fp16); batch -= 64 * sizeof(__fp16)) {
41 const float16x8_t vi0 = vld1q_f16(i); i += 8;
42 const float16x8_t vi1 = vld1q_f16(i); i += 8;
43 const float16x8_t vi2 = vld1q_f16(i); i += 8;
44 const float16x8_t vi3 = vld1q_f16(i); i += 8;
45 const float16x8_t vi4 = vld1q_f16(i); i += 8;
46 const float16x8_t vi5 = vld1q_f16(i); i += 8;
47 const float16x8_t vi6 = vld1q_f16(i); i += 8;
48 const float16x8_t vi7 = vld1q_f16(i); i += 8;
49
50 const float16x8_t vx0 = vsubq_f16(vi0, vi_max);
51 const float16x8_t vx1 = vsubq_f16(vi1, vi_max);
52 const float16x8_t vx2 = vsubq_f16(vi2, vi_max);
53 const float16x8_t vx3 = vsubq_f16(vi3, vi_max);
54 const float16x8_t vx4 = vsubq_f16(vi4, vi_max);
55 const float16x8_t vx5 = vsubq_f16(vi5, vi_max);
56 const float16x8_t vx6 = vsubq_f16(vi6, vi_max);
57 const float16x8_t vx7 = vsubq_f16(vi7, vi_max);
58
59 float16x8_t vn0 = vfmaq_f16(vmagic_bias, vx0, vlog2e);
60 float16x8_t vn1 = vfmaq_f16(vmagic_bias, vx1, vlog2e);
61 float16x8_t vn2 = vfmaq_f16(vmagic_bias, vx2, vlog2e);
62 float16x8_t vn3 = vfmaq_f16(vmagic_bias, vx3, vlog2e);
63 float16x8_t vn4 = vfmaq_f16(vmagic_bias, vx4, vlog2e);
64 float16x8_t vn5 = vfmaq_f16(vmagic_bias, vx5, vlog2e);
65 float16x8_t vn6 = vfmaq_f16(vmagic_bias, vx6, vlog2e);
66 float16x8_t vn7 = vfmaq_f16(vmagic_bias, vx7, vlog2e);
67
68 const float16x8_t vs0 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn0), 10));
69 const float16x8_t vs1 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn1), 10));
70 const float16x8_t vs2 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn2), 10));
71 const float16x8_t vs3 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn3), 10));
72 const float16x8_t vs4 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn4), 10));
73 const float16x8_t vs5 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn5), 10));
74 const float16x8_t vs6 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn6), 10));
75 const float16x8_t vs7 = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn7), 10));
76
77 vn0 = vsubq_f16(vn0, vmagic_bias);
78 vn1 = vsubq_f16(vn1, vmagic_bias);
79 vn2 = vsubq_f16(vn2, vmagic_bias);
80 vn3 = vsubq_f16(vn3, vmagic_bias);
81 vn4 = vsubq_f16(vn4, vmagic_bias);
82 vn5 = vsubq_f16(vn5, vmagic_bias);
83 vn6 = vsubq_f16(vn6, vmagic_bias);
84 vn7 = vsubq_f16(vn7, vmagic_bias);
85
86 float16x8_t vt0 = vfmaq_f16(vx0, vn0, vminus_ln2_hi);
87 float16x8_t vt1 = vfmaq_f16(vx1, vn1, vminus_ln2_hi);
88 float16x8_t vt2 = vfmaq_f16(vx2, vn2, vminus_ln2_hi);
89 float16x8_t vt3 = vfmaq_f16(vx3, vn3, vminus_ln2_hi);
90 float16x8_t vt4 = vfmaq_f16(vx4, vn4, vminus_ln2_hi);
91 float16x8_t vt5 = vfmaq_f16(vx5, vn5, vminus_ln2_hi);
92 float16x8_t vt6 = vfmaq_f16(vx6, vn6, vminus_ln2_hi);
93 float16x8_t vt7 = vfmaq_f16(vx7, vn7, vminus_ln2_hi);
94
95 vt0 = vfmaq_f16(vt0, vn0, vminus_ln2_lo);
96 vt1 = vfmaq_f16(vt1, vn1, vminus_ln2_lo);
97 vt2 = vfmaq_f16(vt2, vn2, vminus_ln2_lo);
98 vt3 = vfmaq_f16(vt3, vn3, vminus_ln2_lo);
99 vt4 = vfmaq_f16(vt4, vn4, vminus_ln2_lo);
100 vt5 = vfmaq_f16(vt5, vn5, vminus_ln2_lo);
101 vt6 = vfmaq_f16(vt6, vn6, vminus_ln2_lo);
102 vt7 = vfmaq_f16(vt7, vn7, vminus_ln2_lo);
103
104 const float16x8_t vp0 = vfmaq_f16(vc1, vc2, vt0);
105 const float16x8_t vp1 = vfmaq_f16(vc1, vc2, vt1);
106 const float16x8_t vp2 = vfmaq_f16(vc1, vc2, vt2);
107 const float16x8_t vp3 = vfmaq_f16(vc1, vc2, vt3);
108 const float16x8_t vp4 = vfmaq_f16(vc1, vc2, vt4);
109 const float16x8_t vp5 = vfmaq_f16(vc1, vc2, vt5);
110 const float16x8_t vp6 = vfmaq_f16(vc1, vc2, vt6);
111 const float16x8_t vp7 = vfmaq_f16(vc1, vc2, vt7);
112
113 vt0 = vmulq_f16(vt0, vs0);
114 vt1 = vmulq_f16(vt1, vs1);
115 vt2 = vmulq_f16(vt2, vs2);
116 vt3 = vmulq_f16(vt3, vs3);
117 vt4 = vmulq_f16(vt4, vs4);
118 vt5 = vmulq_f16(vt5, vs5);
119 vt6 = vmulq_f16(vt6, vs6);
120 vt7 = vmulq_f16(vt7, vs7);
121
122 float16x8_t vf0 = vfmaq_f16(vs0, vp0, vt0);
123 const uint16x8_t vm0 = vcltq_f16(vx0, vdenorm_cutoff);
124 float16x8_t vf1 = vfmaq_f16(vs1, vp1, vt1);
125 const uint16x8_t vm1 = vcltq_f16(vx1, vdenorm_cutoff);
126 float16x8_t vf2 = vfmaq_f16(vs2, vp2, vt2);
127 const uint16x8_t vm2 = vcltq_f16(vx2, vdenorm_cutoff);
128 float16x8_t vf3 = vfmaq_f16(vs3, vp3, vt3);
129 const uint16x8_t vm3 = vcltq_f16(vx3, vdenorm_cutoff);
130 float16x8_t vf4 = vfmaq_f16(vs4, vp4, vt4);
131 const uint16x8_t vm4 = vcltq_f16(vx4, vdenorm_cutoff);
132 float16x8_t vf5 = vfmaq_f16(vs5, vp5, vt5);
133 const uint16x8_t vm5 = vcltq_f16(vx5, vdenorm_cutoff);
134 float16x8_t vf6 = vfmaq_f16(vs6, vp6, vt6);
135 const uint16x8_t vm6 = vcltq_f16(vx6, vdenorm_cutoff);
136 float16x8_t vf7 = vfmaq_f16(vs7, vp7, vt7);
137 const uint16x8_t vm7 = vcltq_f16(vx7, vdenorm_cutoff);
138
139 vf0 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf0), vm0));
140 vf1 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf1), vm1));
141 vf2 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf2), vm2));
142 vf3 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf3), vm3));
143 vf4 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf4), vm4));
144 vf5 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf5), vm5));
145 vf6 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf6), vm6));
146 vf7 = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf7), vm7));
147
148 vst1q_f16(o, vf0); o += 8;
149 vst1q_f16(o, vf1); o += 8;
150 vst1q_f16(o, vf2); o += 8;
151 vst1q_f16(o, vf3); o += 8;
152 vst1q_f16(o, vf4); o += 8;
153 vst1q_f16(o, vf5); o += 8;
154 vst1q_f16(o, vf6); o += 8;
155 vst1q_f16(o, vf7); o += 8;
156
157 vacc0 = vaddq_f16(vacc0, vf0);
158 vacc0 = vaddq_f16(vacc0, vf1);
159 vacc0 = vaddq_f16(vacc0, vf2);
160 vacc0 = vaddq_f16(vacc0, vf3);
161 vacc0 = vaddq_f16(vacc0, vf4);
162 vacc0 = vaddq_f16(vacc0, vf5);
163 vacc0 = vaddq_f16(vacc0, vf6);
164 vacc0 = vaddq_f16(vacc0, vf7);
165 }
166
167 float16x8_t vacc = vacc0;
168 for (; batch >= 8 * sizeof(__fp16); batch -= 8 * sizeof(__fp16)) {
169 const float16x8_t vi = vld1q_f16(i); i += 8;
170
171 const float16x8_t vx = vsubq_f16(vi, vi_max);
172
173 float16x8_t vn = vfmaq_f16(vmagic_bias, vx, vlog2e);
174 const float16x8_t vs = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn), 10));
175 vn = vsubq_f16(vn, vmagic_bias);
176
177 float16x8_t vt = vfmaq_f16(vx, vn, vminus_ln2_hi);
178 vt = vfmaq_f16(vt, vn, vminus_ln2_lo);
179
180 const float16x8_t vp = vfmaq_f16(vc1, vc2, vt);
181 vt = vmulq_f16(vt, vs);
182
183 float16x8_t vf = vfmaq_f16(vs, vp, vt);
184 const uint16x8_t vm = vcltq_f16(vx, vdenorm_cutoff);
185 vf = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf), vm));
186
187 vst1q_f16(o, vf); o += 8;
188
189 vacc = vaddq_f16(vacc, vf);
190 }
191 float16x4_t vacc_lo = vadd_f16(vget_low_f16(vacc), vget_high_f16(vacc));
192 if (batch != 0) {
193 assert(batch >= 1 * sizeof(__fp16));
194 assert(batch <= 7 * sizeof(__fp16));
195 const float16x8_t vi = vld1q_f16(i);
196
197 const float16x8_t vx = vsubq_f16(vi, vi_max);
198
199 float16x8_t vn = vfmaq_f16(vmagic_bias, vx, vlog2e);
200 const float16x8_t vs = vreinterpretq_f16_s16(vshlq_n_s16(vreinterpretq_s16_f16(vn), 10));
201 vn = vsubq_f16(vn, vmagic_bias);
202
203 float16x8_t vt = vfmaq_f16(vx, vn, vminus_ln2_hi);
204 vt = vfmaq_f16(vt, vn, vminus_ln2_lo);
205
206 const float16x8_t vp = vfmaq_f16(vc1, vc2, vt);
207 vt = vmulq_f16(vt, vs);
208
209 float16x8_t vf = vfmaq_f16(vs, vp, vt);
210 const uint16x8_t vm = vcltq_f16(vx, vdenorm_cutoff);
211 vf = vreinterpretq_f16_u16(vbicq_u16(vreinterpretq_u16_f16(vf), vm));
212
213 float16x4_t vf_lo = vget_low_f16(vf);
214 if (batch & (4 * sizeof(__fp16))) {
215 vst1_f16(o, vf_lo); o += 4;
216 vacc_lo = vadd_f16(vacc_lo, vf_lo);
217 vf_lo = vget_high_f16(vf);
218 }
219 if (batch & (2 * sizeof(__fp16))) {
220 vst1_lane_u32((void*) o, vreinterpret_u32_f16(vf_lo), 0); o += 2;
221 vacc_lo = vadd_f16(vacc_lo, vreinterpret_f16_u64(vshl_n_u64(vreinterpret_u64_f16(vf_lo), 32)));
222 vf_lo = vext_f16(vf_lo, vf_lo, 2);
223 }
224 if (batch & (1 * sizeof(__fp16))) {
225 vst1_lane_f16(o, vf_lo, 0);
226 vacc_lo = vadd_f16(vacc_lo, vreinterpret_f16_u64(vshl_n_u64(vreinterpret_u64_f16(vf_lo), 48)));
227 }
228 }
229 vacc_lo = vpadd_f16(vacc_lo, vacc_lo);
230 *((__fp16*) sum) = vget_lane_f16(vacc_lo, 0) + vget_lane_f16(vacc_lo, 1);
231 }
232