xref: /aosp_15_r20/external/XNNPACK/src/qc8-dwconv/gen/up16x9-minmax-fp32-neonv8-mul8-ld64.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36) 
1 // Auto-generated file. Do not edit!
2 //   Template: src/qs8-dwconv/unipass-neon-mul8.c.in
3 //   Generator: tools/xngen
4 //
5 // Copyright 2020 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/dwconv.h>
15 #include <xnnpack/intrinsics-polyfill.h>
16 
17 
xnn_qc8_dwconv_minmax_fp32_ukernel_up16x9__neonv8_mul8_ld64(size_t channels,size_t output_width,const int8_t ** input,const void * weights,int8_t * output,size_t input_stride,size_t output_increment,size_t input_offset,const int8_t * zero,const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18 void xnn_qc8_dwconv_minmax_fp32_ukernel_up16x9__neonv8_mul8_ld64(
19     size_t channels,
20     size_t output_width,
21     const int8_t** input,
22     const void* weights,
23     int8_t* output,
24     size_t input_stride,
25     size_t output_increment,
26     size_t input_offset,
27     const int8_t* zero,
28     const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
29 {
30   assert(channels != 0);
31   assert(output_width != 0);
32 
33   const int16x8_t voutput_zero_point = vld1q_dup_s16(&params->fp32_neonv8.output_zero_point);
34   const int8x16_t voutput_min = vld1q_dup_s8(&params->fp32_neonv8.output_min);
35   const int8x16_t voutput_max = vld1q_dup_s8(&params->fp32_neonv8.output_max);
36   do {
37     const int8_t* i0 = input[0];
38     assert(i0 != NULL);
39     if XNN_UNPREDICTABLE(i0 != zero) {
40       i0 = (const int8_t*) ((uintptr_t) i0 + input_offset);
41     }
42     const int8_t* i1 = input[1];
43     assert(i1 != NULL);
44     if XNN_UNPREDICTABLE(i1 != zero) {
45       i1 = (const int8_t*) ((uintptr_t) i1 + input_offset);
46     }
47     const int8_t* i2 = input[2];
48     assert(i2 != NULL);
49     if XNN_UNPREDICTABLE(i2 != zero) {
50       i2 = (const int8_t*) ((uintptr_t) i2 + input_offset);
51     }
52     const int8_t* i3 = input[3];
53     assert(i3 != NULL);
54     if XNN_UNPREDICTABLE(i3 != zero) {
55       i3 = (const int8_t*) ((uintptr_t) i3 + input_offset);
56     }
57     const int8_t* i4 = input[4];
58     assert(i4 != NULL);
59     if XNN_UNPREDICTABLE(i4 != zero) {
60       i4 = (const int8_t*) ((uintptr_t) i4 + input_offset);
61     }
62     const int8_t* i5 = input[5];
63     assert(i5 != NULL);
64     if XNN_UNPREDICTABLE(i5 != zero) {
65       i5 = (const int8_t*) ((uintptr_t) i5 + input_offset);
66     }
67     const int8_t* i6 = input[6];
68     assert(i6 != NULL);
69     if XNN_UNPREDICTABLE(i6 != zero) {
70       i6 = (const int8_t*) ((uintptr_t) i6 + input_offset);
71     }
72     const int8_t* i7 = input[7];
73     assert(i7 != NULL);
74     if XNN_UNPREDICTABLE(i7 != zero) {
75       i7 = (const int8_t*) ((uintptr_t) i7 + input_offset);
76     }
77     const int8_t* i8 = input[8];
78     assert(i8 != NULL);
79     if XNN_UNPREDICTABLE(i8 != zero) {
80       i8 = (const int8_t*) ((uintptr_t) i8 + input_offset);
81     }
82     input = (const int8_t**) ((uintptr_t) input + input_stride);
83 
84     size_t c = channels;
85     const void* w = weights;
86     for (; c >= 16; c -= 16) {
87       int32x4_t vacc0123 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
88       int32x4_t vacc4567 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
89       int32x4_t vacc89AB = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
90       int32x4_t vaccCDEF = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
91 
92       const int8x8_t vi0x01234567 = vld1_s8(i0); i0 += 8;
93       const int8x8_t vk0x01234567 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
94       const int8x8_t vi0x89ABCDEF = vld1_s8(i0); i0 += 8;
95       const int8x8_t vk0x89ABCDEF = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
96 
97       int16x8_t vprod01234567 = vmull_s8(vi0x01234567, vk0x01234567);
98       int16x8_t vprod89ABCDEF = vmull_s8(vi0x89ABCDEF, vk0x89ABCDEF);
99 
100       vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
101       vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
102       vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vprod89ABCDEF));
103       vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vprod89ABCDEF));
104       const int8x8_t vi1x01234567 = vld1_s8(i1); i1 += 8;
105       const int8x8_t vk1x01234567 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
106       const int8x8_t vi1x89ABCDEF = vld1_s8(i1); i1 += 8;
107       const int8x8_t vk1x89ABCDEF = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
108 
109       vprod01234567 = vmull_s8(vi1x01234567, vk1x01234567);
110       vprod89ABCDEF = vmull_s8(vi1x89ABCDEF, vk1x89ABCDEF);
111 
112       vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
113       vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
114       vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vprod89ABCDEF));
115       vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vprod89ABCDEF));
116       const int8x8_t vi2x01234567 = vld1_s8(i2); i2 += 8;
117       const int8x8_t vk2x01234567 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
118       const int8x8_t vi2x89ABCDEF = vld1_s8(i2); i2 += 8;
119       const int8x8_t vk2x89ABCDEF = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
120 
121       vprod01234567 = vmull_s8(vi2x01234567, vk2x01234567);
122       vprod89ABCDEF = vmull_s8(vi2x89ABCDEF, vk2x89ABCDEF);
123 
124       vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
125       vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
126       vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vprod89ABCDEF));
127       vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vprod89ABCDEF));
128       const int8x8_t vi3x01234567 = vld1_s8(i3); i3 += 8;
129       const int8x8_t vk3x01234567 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
130       const int8x8_t vi3x89ABCDEF = vld1_s8(i3); i3 += 8;
131       const int8x8_t vk3x89ABCDEF = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
132 
133       vprod01234567 = vmull_s8(vi3x01234567, vk3x01234567);
134       vprod89ABCDEF = vmull_s8(vi3x89ABCDEF, vk3x89ABCDEF);
135 
136       vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
137       vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
138       vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vprod89ABCDEF));
139       vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vprod89ABCDEF));
140       const int8x8_t vi4x01234567 = vld1_s8(i4); i4 += 8;
141       const int8x8_t vk4x01234567 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
142       const int8x8_t vi4x89ABCDEF = vld1_s8(i4); i4 += 8;
143       const int8x8_t vk4x89ABCDEF = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
144 
145       vprod01234567 = vmull_s8(vi4x01234567, vk4x01234567);
146       vprod89ABCDEF = vmull_s8(vi4x89ABCDEF, vk4x89ABCDEF);
147 
148       vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
149       vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
150       vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vprod89ABCDEF));
151       vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vprod89ABCDEF));
152       const int8x8_t vi5x01234567 = vld1_s8(i5); i5 += 8;
153       const int8x8_t vk5x01234567 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
154       const int8x8_t vi5x89ABCDEF = vld1_s8(i5); i5 += 8;
155       const int8x8_t vk5x89ABCDEF = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
156 
157       vprod01234567 = vmull_s8(vi5x01234567, vk5x01234567);
158       vprod89ABCDEF = vmull_s8(vi5x89ABCDEF, vk5x89ABCDEF);
159 
160       vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
161       vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
162       vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vprod89ABCDEF));
163       vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vprod89ABCDEF));
164       const int8x8_t vi6x01234567 = vld1_s8(i6); i6 += 8;
165       const int8x8_t vk6x01234567 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
166       const int8x8_t vi6x89ABCDEF = vld1_s8(i6); i6 += 8;
167       const int8x8_t vk6x89ABCDEF = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
168 
169       vprod01234567 = vmull_s8(vi6x01234567, vk6x01234567);
170       vprod89ABCDEF = vmull_s8(vi6x89ABCDEF, vk6x89ABCDEF);
171 
172       vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
173       vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
174       vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vprod89ABCDEF));
175       vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vprod89ABCDEF));
176       const int8x8_t vi7x01234567 = vld1_s8(i7); i7 += 8;
177       const int8x8_t vk7x01234567 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
178       const int8x8_t vi7x89ABCDEF = vld1_s8(i7); i7 += 8;
179       const int8x8_t vk7x89ABCDEF = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
180 
181       vprod01234567 = vmull_s8(vi7x01234567, vk7x01234567);
182       vprod89ABCDEF = vmull_s8(vi7x89ABCDEF, vk7x89ABCDEF);
183 
184       vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
185       vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
186       vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vprod89ABCDEF));
187       vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vprod89ABCDEF));
188       const int8x8_t vi8x01234567 = vld1_s8(i8); i8 += 8;
189       const int8x8_t vk8x01234567 = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
190       const int8x8_t vi8x89ABCDEF = vld1_s8(i8); i8 += 8;
191       const int8x8_t vk8x89ABCDEF = vld1_s8(w); w = (const void*) ((const int8_t*) w + 8);
192 
193       vprod01234567 = vmull_s8(vi8x01234567, vk8x01234567);
194       vprod89ABCDEF = vmull_s8(vi8x89ABCDEF, vk8x89ABCDEF);
195 
196       vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
197       vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
198       vacc89AB = vaddw_s16(vacc89AB, vget_low_s16(vprod89ABCDEF));
199       vaccCDEF = vaddw_s16(vaccCDEF, vget_high_s16(vprod89ABCDEF));
200 
201       float32x4_t vfpacc0123 = vcvtq_f32_s32(vacc0123);
202       float32x4_t vfpacc4567 = vcvtq_f32_s32(vacc4567);
203       float32x4_t vfpacc89AB = vcvtq_f32_s32(vacc89AB);
204       float32x4_t vfpaccCDEF = vcvtq_f32_s32(vaccCDEF);
205 
206       const float32x4_t vscale0123 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
207       const float32x4_t vscale4567 = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
208       const float32x4_t vscale89AB = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
209       const float32x4_t vscaleCDEF = vld1q_f32((const float*) w); w = (const void*) ((const float*) w + 4);
210 
211       vfpacc0123 = vmulq_f32(vfpacc0123, vscale0123);
212       vfpacc4567 = vmulq_f32(vfpacc4567, vscale4567);
213       vfpacc89AB = vmulq_f32(vfpacc89AB, vscale89AB);
214       vfpaccCDEF = vmulq_f32(vfpaccCDEF, vscaleCDEF);
215 
216       vacc0123 = vcvtnq_s32_f32(vfpacc0123);
217       vacc4567 = vcvtnq_s32_f32(vfpacc4567);
218       vacc89AB = vcvtnq_s32_f32(vfpacc89AB);
219       vaccCDEF = vcvtnq_s32_f32(vfpaccCDEF);
220 
221 #if XNN_ARCH_ARM64
222       int16x8_t vacc01234567 = vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567);
223       int16x8_t vacc89ABCDEF = vqmovn_high_s32(vqmovn_s32(vacc89AB), vaccCDEF);
224 
225       vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);
226       vacc89ABCDEF = vqaddq_s16(vacc89ABCDEF, voutput_zero_point);
227 
228       int8x16_t vout0123456789ABCDEF = vqmovn_high_s16(vqmovn_s16(vacc01234567), vacc89ABCDEF);
229 #else  // !XNN_ARCH_ARM64
230       int16x8_t vacc01234567 = vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567));
231       int16x8_t vacc89ABCDEF = vcombine_s16(vqmovn_s32(vacc89AB), vqmovn_s32(vaccCDEF));
232 
233       vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);
234       vacc89ABCDEF = vqaddq_s16(vacc89ABCDEF, voutput_zero_point);
235 
236       int8x16_t vout0123456789ABCDEF = vcombine_s8(vqmovn_s16(vacc01234567), vqmovn_s16(vacc89ABCDEF));
237 #endif  // !XNN_ARCH_ARM64
238 
239       vout0123456789ABCDEF = vmaxq_s8(vout0123456789ABCDEF, voutput_min);
240 
241       vout0123456789ABCDEF = vminq_s8(vout0123456789ABCDEF, voutput_max);
242 
243       vst1q_s8(output, vout0123456789ABCDEF); output += 16;
244     }
245     if XNN_UNLIKELY(c != 0) {
246       const int8_t* k = (const int8_t*) ((const int32_t*) w + 16);
247       do {
248         int32x4_t vacc0123 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
249         int32x4_t vacc4567 = vld1q_s32(w); w = (const void*) ((const int32_t*) w + 4);
250 
251         const int8x8_t vi0x01234567 = vld1_s8(i0); i0 += 8;
252         const int8x8_t vk0x01234567 = vld1_s8(k); k += 8;
253 
254         int16x8_t vprod01234567 = vmull_s8(vi0x01234567, vk0x01234567);
255 
256         vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
257         vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
258         const int8x8_t vi1x01234567 = vld1_s8(i1); i1 += 8;
259         const int8x8_t vk1x01234567 = vld1_s8((const void*) (k + 8));
260 
261         vprod01234567 = vmull_s8(vi1x01234567, vk1x01234567);
262 
263         vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
264         vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
265         const int8x8_t vi2x01234567 = vld1_s8(i2); i2 += 8;
266         const int8x8_t vk2x01234567 = vld1_s8((const void*) (k + 24));
267 
268         vprod01234567 = vmull_s8(vi2x01234567, vk2x01234567);
269 
270         vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
271         vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
272         const int8x8_t vi3x01234567 = vld1_s8(i3); i3 += 8;
273         const int8x8_t vk3x01234567 = vld1_s8((const void*) (k + 40));
274 
275         vprod01234567 = vmull_s8(vi3x01234567, vk3x01234567);
276 
277         vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
278         vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
279         const int8x8_t vi4x01234567 = vld1_s8(i4); i4 += 8;
280         const int8x8_t vk4x01234567 = vld1_s8((const void*) (k + 56));
281 
282         vprod01234567 = vmull_s8(vi4x01234567, vk4x01234567);
283 
284         vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
285         vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
286         const int8x8_t vi5x01234567 = vld1_s8(i5); i5 += 8;
287         const int8x8_t vk5x01234567 = vld1_s8((const void*) (k + 72));
288 
289         vprod01234567 = vmull_s8(vi5x01234567, vk5x01234567);
290 
291         vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
292         vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
293         const int8x8_t vi6x01234567 = vld1_s8(i6); i6 += 8;
294         const int8x8_t vk6x01234567 = vld1_s8((const void*) (k + 88));
295 
296         vprod01234567 = vmull_s8(vi6x01234567, vk6x01234567);
297 
298         vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
299         vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
300         const int8x8_t vi7x01234567 = vld1_s8(i7); i7 += 8;
301         const int8x8_t vk7x01234567 = vld1_s8((const void*) (k + 104));
302 
303         vprod01234567 = vmull_s8(vi7x01234567, vk7x01234567);
304 
305         vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
306         vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
307         const int8x8_t vi8x01234567 = vld1_s8(i8); i8 += 8;
308         const int8x8_t vk8x01234567 = vld1_s8((const void*) (k + 120));
309 
310         vprod01234567 = vmull_s8(vi8x01234567, vk8x01234567);
311 
312         vacc0123 = vaddw_s16(vacc0123, vget_low_s16(vprod01234567));
313         vacc4567 = vaddw_s16(vacc4567, vget_high_s16(vprod01234567));
314 
315         float32x4_t vfpacc0123 = vcvtq_f32_s32(vacc0123);
316         float32x4_t vfpacc4567 = vcvtq_f32_s32(vacc4567);
317 
318         const float32x4_t vscale0123 = vld1q_f32((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t)));
319         const float32x4_t vscale4567 = vld1q_f32((const float*) ((uintptr_t) w + 8 * sizeof(int32_t) + 144 * sizeof(int8_t) + 4 * sizeof(float)));
320         vfpacc0123 = vmulq_f32(vfpacc0123, vscale0123);
321         vfpacc4567 = vmulq_f32(vfpacc4567, vscale4567);
322 
323         vacc0123 = vcvtnq_s32_f32(vfpacc0123);
324         vacc4567 = vcvtnq_s32_f32(vfpacc4567);
325 
326 #if XNN_ARCH_ARM64
327         int16x8_t vacc01234567 = vqmovn_high_s32(vqmovn_s32(vacc0123), vacc4567);
328 #else
329         int16x8_t vacc01234567 = vcombine_s16(vqmovn_s32(vacc0123), vqmovn_s32(vacc4567));
330 #endif
331         vacc01234567 = vqaddq_s16(vacc01234567, voutput_zero_point);
332 
333         int8x8_t vout01234567 = vqmovn_s16(vacc01234567);
334         vout01234567 = vmax_s8(vout01234567, vget_low_s8(voutput_min));
335         vout01234567 = vmin_s8(vout01234567, vget_low_s8(voutput_max));
336 
337         if XNN_LIKELY(c >= 8) {
338           vst1_s8(output, vout01234567); output += 8;
339           c -= 8;
340         } else {
341           if (c & 4) {
342             vst1_lane_u32((void*) output, vreinterpret_u32_s8(vout01234567), 0); output += 4;
343             vout01234567 = vext_s8(vout01234567, vout01234567, 4);
344           }
345           if (c & 2) {
346             vst1_lane_u16((void*) output, vreinterpret_u16_s8(vout01234567), 0); output += 2;
347             vout01234567 = vext_s8(vout01234567, vout01234567, 2);
348           }
349           if (c & 1) {
350             vst1_lane_s8(output, vout01234567, 0); output += 1;
351           }
352           c = 0;
353         }
354       } while (c != 0);
355     }
356 
357     output = (int8_t*) ((uintptr_t) output + output_increment);
358   } while (--output_width != 0);
359 }
360