1*4bdc9457SAndroid Build Coastguard Worker // Copyright 2019 Google LLC
2*4bdc9457SAndroid Build Coastguard Worker //
3*4bdc9457SAndroid Build Coastguard Worker // This source code is licensed under the BSD-style license found in the
4*4bdc9457SAndroid Build Coastguard Worker // LICENSE file in the root directory of this source tree.
5*4bdc9457SAndroid Build Coastguard Worker
6*4bdc9457SAndroid Build Coastguard Worker #include <assert.h>
7*4bdc9457SAndroid Build Coastguard Worker
8*4bdc9457SAndroid Build Coastguard Worker #include <xmmintrin.h>
9*4bdc9457SAndroid Build Coastguard Worker
10*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/maxpool.h>
11*4bdc9457SAndroid Build Coastguard Worker
12*4bdc9457SAndroid Build Coastguard Worker
xnn_f32_maxpool_minmax_ukernel_9p8x__sse_c4(size_t output_pixels,size_t kernel_elements,size_t channels,const float ** input,size_t input_offset,float * output,size_t input_increment,size_t output_increment,const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])13*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_maxpool_minmax_ukernel_9p8x__sse_c4(
14*4bdc9457SAndroid Build Coastguard Worker size_t output_pixels,
15*4bdc9457SAndroid Build Coastguard Worker size_t kernel_elements,
16*4bdc9457SAndroid Build Coastguard Worker size_t channels,
17*4bdc9457SAndroid Build Coastguard Worker const float** input,
18*4bdc9457SAndroid Build Coastguard Worker size_t input_offset,
19*4bdc9457SAndroid Build Coastguard Worker float* output,
20*4bdc9457SAndroid Build Coastguard Worker size_t input_increment,
21*4bdc9457SAndroid Build Coastguard Worker size_t output_increment,
22*4bdc9457SAndroid Build Coastguard Worker const union xnn_f32_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
23*4bdc9457SAndroid Build Coastguard Worker {
24*4bdc9457SAndroid Build Coastguard Worker assert(output_pixels != 0);
25*4bdc9457SAndroid Build Coastguard Worker assert(kernel_elements != 0);
26*4bdc9457SAndroid Build Coastguard Worker assert(channels != 0);
27*4bdc9457SAndroid Build Coastguard Worker
28*4bdc9457SAndroid Build Coastguard Worker const __m128 voutput_max = _mm_load_ps(params->sse.max);
29*4bdc9457SAndroid Build Coastguard Worker const __m128 voutput_min = _mm_load_ps(params->sse.min);
30*4bdc9457SAndroid Build Coastguard Worker do {
31*4bdc9457SAndroid Build Coastguard Worker float* o = output;
32*4bdc9457SAndroid Build Coastguard Worker {
33*4bdc9457SAndroid Build Coastguard Worker const float* i0 = *input++;
34*4bdc9457SAndroid Build Coastguard Worker const float* i1 = *input++;
35*4bdc9457SAndroid Build Coastguard Worker const float* i2 = *input++;
36*4bdc9457SAndroid Build Coastguard Worker const float* i3 = *input++;
37*4bdc9457SAndroid Build Coastguard Worker const float* i4 = *input++;
38*4bdc9457SAndroid Build Coastguard Worker const float* i5 = *input++;
39*4bdc9457SAndroid Build Coastguard Worker const float* i6 = *input++;
40*4bdc9457SAndroid Build Coastguard Worker const float* i7 = *input++;
41*4bdc9457SAndroid Build Coastguard Worker const float* i8 = *input++;
42*4bdc9457SAndroid Build Coastguard Worker i0 = (const float*) ((uintptr_t) i0 + input_offset);
43*4bdc9457SAndroid Build Coastguard Worker i1 = (const float*) ((uintptr_t) i1 + input_offset);
44*4bdc9457SAndroid Build Coastguard Worker i2 = (const float*) ((uintptr_t) i2 + input_offset);
45*4bdc9457SAndroid Build Coastguard Worker i3 = (const float*) ((uintptr_t) i3 + input_offset);
46*4bdc9457SAndroid Build Coastguard Worker i4 = (const float*) ((uintptr_t) i4 + input_offset);
47*4bdc9457SAndroid Build Coastguard Worker i5 = (const float*) ((uintptr_t) i5 + input_offset);
48*4bdc9457SAndroid Build Coastguard Worker i6 = (const float*) ((uintptr_t) i6 + input_offset);
49*4bdc9457SAndroid Build Coastguard Worker i7 = (const float*) ((uintptr_t) i7 + input_offset);
50*4bdc9457SAndroid Build Coastguard Worker i8 = (const float*) ((uintptr_t) i8 + input_offset);
51*4bdc9457SAndroid Build Coastguard Worker if (kernel_elements < 2) {
52*4bdc9457SAndroid Build Coastguard Worker i1 = i0;
53*4bdc9457SAndroid Build Coastguard Worker }
54*4bdc9457SAndroid Build Coastguard Worker if (kernel_elements <= 2) {
55*4bdc9457SAndroid Build Coastguard Worker i2 = i0;
56*4bdc9457SAndroid Build Coastguard Worker }
57*4bdc9457SAndroid Build Coastguard Worker if (kernel_elements < 4) {
58*4bdc9457SAndroid Build Coastguard Worker i3 = i0;
59*4bdc9457SAndroid Build Coastguard Worker }
60*4bdc9457SAndroid Build Coastguard Worker if (kernel_elements <= 4) {
61*4bdc9457SAndroid Build Coastguard Worker i4 = i0;
62*4bdc9457SAndroid Build Coastguard Worker }
63*4bdc9457SAndroid Build Coastguard Worker if (kernel_elements < 6) {
64*4bdc9457SAndroid Build Coastguard Worker i5 = i0;
65*4bdc9457SAndroid Build Coastguard Worker }
66*4bdc9457SAndroid Build Coastguard Worker if (kernel_elements <= 6) {
67*4bdc9457SAndroid Build Coastguard Worker i6 = i0;
68*4bdc9457SAndroid Build Coastguard Worker }
69*4bdc9457SAndroid Build Coastguard Worker if (kernel_elements < 8) {
70*4bdc9457SAndroid Build Coastguard Worker i7 = i0;
71*4bdc9457SAndroid Build Coastguard Worker }
72*4bdc9457SAndroid Build Coastguard Worker if (kernel_elements <= 8) {
73*4bdc9457SAndroid Build Coastguard Worker i8 = i0;
74*4bdc9457SAndroid Build Coastguard Worker }
75*4bdc9457SAndroid Build Coastguard Worker
76*4bdc9457SAndroid Build Coastguard Worker size_t c = channels;
77*4bdc9457SAndroid Build Coastguard Worker for (; c >= 4; c -= 4) {
78*4bdc9457SAndroid Build Coastguard Worker const __m128 vi0 = _mm_loadu_ps(i0);
79*4bdc9457SAndroid Build Coastguard Worker i0 += 4;
80*4bdc9457SAndroid Build Coastguard Worker const __m128 vi1 = _mm_loadu_ps(i1);
81*4bdc9457SAndroid Build Coastguard Worker i1 += 4;
82*4bdc9457SAndroid Build Coastguard Worker const __m128 vi2 = _mm_loadu_ps(i2);
83*4bdc9457SAndroid Build Coastguard Worker i2 += 4;
84*4bdc9457SAndroid Build Coastguard Worker const __m128 vi3 = _mm_loadu_ps(i3);
85*4bdc9457SAndroid Build Coastguard Worker i3 += 4;
86*4bdc9457SAndroid Build Coastguard Worker const __m128 vi4 = _mm_loadu_ps(i4);
87*4bdc9457SAndroid Build Coastguard Worker i4 += 4;
88*4bdc9457SAndroid Build Coastguard Worker const __m128 vi5 = _mm_loadu_ps(i5);
89*4bdc9457SAndroid Build Coastguard Worker i5 += 4;
90*4bdc9457SAndroid Build Coastguard Worker const __m128 vi6 = _mm_loadu_ps(i6);
91*4bdc9457SAndroid Build Coastguard Worker i6 += 4;
92*4bdc9457SAndroid Build Coastguard Worker const __m128 vi7 = _mm_loadu_ps(i7);
93*4bdc9457SAndroid Build Coastguard Worker i7 += 4;
94*4bdc9457SAndroid Build Coastguard Worker const __m128 vi8 = _mm_loadu_ps(i8);
95*4bdc9457SAndroid Build Coastguard Worker i8 += 4;
96*4bdc9457SAndroid Build Coastguard Worker
97*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax018 = _mm_max_ps(_mm_max_ps(vi0, vi1), vi8);
98*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax23 = _mm_max_ps(vi2, vi3);
99*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax45 = _mm_max_ps(vi4, vi5);
100*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax67 = _mm_max_ps(vi6, vi7);
101*4bdc9457SAndroid Build Coastguard Worker
102*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax2345 = _mm_max_ps(vmax23, vmax45);
103*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax01678 = _mm_max_ps(vmax018, vmax67);
104*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax = _mm_max_ps(vmax2345, vmax01678);
105*4bdc9457SAndroid Build Coastguard Worker const __m128 vout = _mm_max_ps(_mm_min_ps(vmax, voutput_max), voutput_min);
106*4bdc9457SAndroid Build Coastguard Worker
107*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(o, vout);
108*4bdc9457SAndroid Build Coastguard Worker o += 4;
109*4bdc9457SAndroid Build Coastguard Worker }
110*4bdc9457SAndroid Build Coastguard Worker if (c != 0) {
111*4bdc9457SAndroid Build Coastguard Worker const __m128 vi0 = _mm_loadu_ps(i0);
112*4bdc9457SAndroid Build Coastguard Worker i0 += 4;
113*4bdc9457SAndroid Build Coastguard Worker const __m128 vi1 = _mm_loadu_ps(i1);
114*4bdc9457SAndroid Build Coastguard Worker i1 += 4;
115*4bdc9457SAndroid Build Coastguard Worker const __m128 vi2 = _mm_loadu_ps(i2);
116*4bdc9457SAndroid Build Coastguard Worker i2 += 4;
117*4bdc9457SAndroid Build Coastguard Worker const __m128 vi3 = _mm_loadu_ps(i3);
118*4bdc9457SAndroid Build Coastguard Worker i3 += 4;
119*4bdc9457SAndroid Build Coastguard Worker const __m128 vi4 = _mm_loadu_ps(i4);
120*4bdc9457SAndroid Build Coastguard Worker i4 += 4;
121*4bdc9457SAndroid Build Coastguard Worker const __m128 vi5 = _mm_loadu_ps(i5);
122*4bdc9457SAndroid Build Coastguard Worker i5 += 4;
123*4bdc9457SAndroid Build Coastguard Worker const __m128 vi6 = _mm_loadu_ps(i6);
124*4bdc9457SAndroid Build Coastguard Worker i6 += 4;
125*4bdc9457SAndroid Build Coastguard Worker const __m128 vi7 = _mm_loadu_ps(i7);
126*4bdc9457SAndroid Build Coastguard Worker i7 += 4;
127*4bdc9457SAndroid Build Coastguard Worker const __m128 vi8 = _mm_loadu_ps(i8);
128*4bdc9457SAndroid Build Coastguard Worker i8 += 4;
129*4bdc9457SAndroid Build Coastguard Worker
130*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax018 = _mm_max_ps(_mm_max_ps(vi0, vi1), vi8);
131*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax23 = _mm_max_ps(vi2, vi3);
132*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax45 = _mm_max_ps(vi4, vi5);
133*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax67 = _mm_max_ps(vi6, vi7);
134*4bdc9457SAndroid Build Coastguard Worker
135*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax2345 = _mm_max_ps(vmax23, vmax45);
136*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax01678 = _mm_max_ps(vmax018, vmax67);
137*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax = _mm_max_ps(vmax2345, vmax01678);
138*4bdc9457SAndroid Build Coastguard Worker __m128 vout = _mm_max_ps(_mm_min_ps(vmax, voutput_max), voutput_min);
139*4bdc9457SAndroid Build Coastguard Worker
140*4bdc9457SAndroid Build Coastguard Worker if (c & 2) {
141*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) o, vout);
142*4bdc9457SAndroid Build Coastguard Worker o += 2;
143*4bdc9457SAndroid Build Coastguard Worker vout = _mm_movehl_ps(vout, vout);
144*4bdc9457SAndroid Build Coastguard Worker }
145*4bdc9457SAndroid Build Coastguard Worker if (c & 1) {
146*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(o, vout);
147*4bdc9457SAndroid Build Coastguard Worker o += 1;
148*4bdc9457SAndroid Build Coastguard Worker }
149*4bdc9457SAndroid Build Coastguard Worker }
150*4bdc9457SAndroid Build Coastguard Worker }
151*4bdc9457SAndroid Build Coastguard Worker
152*4bdc9457SAndroid Build Coastguard Worker for (ptrdiff_t k = (ptrdiff_t) kernel_elements - 9; k > 0; k -= 8) {
153*4bdc9457SAndroid Build Coastguard Worker const float* i0 = *input++;
154*4bdc9457SAndroid Build Coastguard Worker const float* i1 = *input++;
155*4bdc9457SAndroid Build Coastguard Worker const float* i2 = *input++;
156*4bdc9457SAndroid Build Coastguard Worker const float* i3 = *input++;
157*4bdc9457SAndroid Build Coastguard Worker const float* i4 = *input++;
158*4bdc9457SAndroid Build Coastguard Worker const float* i5 = *input++;
159*4bdc9457SAndroid Build Coastguard Worker const float* i6 = *input++;
160*4bdc9457SAndroid Build Coastguard Worker const float* i7 = *input++;
161*4bdc9457SAndroid Build Coastguard Worker i0 = (const float*) ((uintptr_t) i0 + input_offset);
162*4bdc9457SAndroid Build Coastguard Worker i1 = (const float*) ((uintptr_t) i1 + input_offset);
163*4bdc9457SAndroid Build Coastguard Worker i2 = (const float*) ((uintptr_t) i2 + input_offset);
164*4bdc9457SAndroid Build Coastguard Worker i3 = (const float*) ((uintptr_t) i3 + input_offset);
165*4bdc9457SAndroid Build Coastguard Worker i4 = (const float*) ((uintptr_t) i4 + input_offset);
166*4bdc9457SAndroid Build Coastguard Worker i5 = (const float*) ((uintptr_t) i5 + input_offset);
167*4bdc9457SAndroid Build Coastguard Worker i6 = (const float*) ((uintptr_t) i6 + input_offset);
168*4bdc9457SAndroid Build Coastguard Worker i7 = (const float*) ((uintptr_t) i7 + input_offset);
169*4bdc9457SAndroid Build Coastguard Worker if (k < 2) {
170*4bdc9457SAndroid Build Coastguard Worker i1 = i0;
171*4bdc9457SAndroid Build Coastguard Worker }
172*4bdc9457SAndroid Build Coastguard Worker if (k <= 2) {
173*4bdc9457SAndroid Build Coastguard Worker i2 = i0;
174*4bdc9457SAndroid Build Coastguard Worker }
175*4bdc9457SAndroid Build Coastguard Worker if (k < 4) {
176*4bdc9457SAndroid Build Coastguard Worker i3 = i0;
177*4bdc9457SAndroid Build Coastguard Worker }
178*4bdc9457SAndroid Build Coastguard Worker if (k <= 4) {
179*4bdc9457SAndroid Build Coastguard Worker i4 = i0;
180*4bdc9457SAndroid Build Coastguard Worker }
181*4bdc9457SAndroid Build Coastguard Worker if (k < 6) {
182*4bdc9457SAndroid Build Coastguard Worker i5 = i0;
183*4bdc9457SAndroid Build Coastguard Worker }
184*4bdc9457SAndroid Build Coastguard Worker if (k <= 6) {
185*4bdc9457SAndroid Build Coastguard Worker i6 = i0;
186*4bdc9457SAndroid Build Coastguard Worker }
187*4bdc9457SAndroid Build Coastguard Worker if (k < 8) {
188*4bdc9457SAndroid Build Coastguard Worker i7 = i0;
189*4bdc9457SAndroid Build Coastguard Worker }
190*4bdc9457SAndroid Build Coastguard Worker
191*4bdc9457SAndroid Build Coastguard Worker o = output;
192*4bdc9457SAndroid Build Coastguard Worker size_t c = channels;
193*4bdc9457SAndroid Build Coastguard Worker for (; c >= 4; c -= 4) {
194*4bdc9457SAndroid Build Coastguard Worker const __m128 vi0 = _mm_loadu_ps(i0);
195*4bdc9457SAndroid Build Coastguard Worker i0 += 4;
196*4bdc9457SAndroid Build Coastguard Worker const __m128 vi1 = _mm_loadu_ps(i1);
197*4bdc9457SAndroid Build Coastguard Worker i1 += 4;
198*4bdc9457SAndroid Build Coastguard Worker const __m128 vi2 = _mm_loadu_ps(i2);
199*4bdc9457SAndroid Build Coastguard Worker i2 += 4;
200*4bdc9457SAndroid Build Coastguard Worker const __m128 vi3 = _mm_loadu_ps(i3);
201*4bdc9457SAndroid Build Coastguard Worker i3 += 4;
202*4bdc9457SAndroid Build Coastguard Worker const __m128 vi4 = _mm_loadu_ps(i4);
203*4bdc9457SAndroid Build Coastguard Worker i4 += 4;
204*4bdc9457SAndroid Build Coastguard Worker const __m128 vi5 = _mm_loadu_ps(i5);
205*4bdc9457SAndroid Build Coastguard Worker i5 += 4;
206*4bdc9457SAndroid Build Coastguard Worker const __m128 vi6 = _mm_loadu_ps(i6);
207*4bdc9457SAndroid Build Coastguard Worker i6 += 4;
208*4bdc9457SAndroid Build Coastguard Worker const __m128 vi7 = _mm_loadu_ps(i7);
209*4bdc9457SAndroid Build Coastguard Worker i7 += 4;
210*4bdc9457SAndroid Build Coastguard Worker const __m128 vo = _mm_loadu_ps(o);
211*4bdc9457SAndroid Build Coastguard Worker
212*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax01 = _mm_max_ps(_mm_max_ps(vi0, vi1), vo);
213*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax23 = _mm_max_ps(vi2, vi3);
214*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax45 = _mm_max_ps(vi4, vi5);
215*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax67 = _mm_max_ps(vi6, vi7);
216*4bdc9457SAndroid Build Coastguard Worker
217*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax2345 = _mm_max_ps(vmax23, vmax45);
218*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax0167 = _mm_max_ps(vmax01, vmax67);
219*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax = _mm_max_ps(vmax2345, vmax0167);
220*4bdc9457SAndroid Build Coastguard Worker const __m128 vout = _mm_max_ps(_mm_min_ps(vmax, voutput_max), voutput_min);
221*4bdc9457SAndroid Build Coastguard Worker
222*4bdc9457SAndroid Build Coastguard Worker _mm_storeu_ps(o, vout);
223*4bdc9457SAndroid Build Coastguard Worker o += 4;
224*4bdc9457SAndroid Build Coastguard Worker }
225*4bdc9457SAndroid Build Coastguard Worker if (c != 0) {
226*4bdc9457SAndroid Build Coastguard Worker const __m128 vi0 = _mm_loadu_ps(i0);
227*4bdc9457SAndroid Build Coastguard Worker const __m128 vi1 = _mm_loadu_ps(i1);
228*4bdc9457SAndroid Build Coastguard Worker const __m128 vi2 = _mm_loadu_ps(i2);
229*4bdc9457SAndroid Build Coastguard Worker const __m128 vi3 = _mm_loadu_ps(i3);
230*4bdc9457SAndroid Build Coastguard Worker const __m128 vi4 = _mm_loadu_ps(i4);
231*4bdc9457SAndroid Build Coastguard Worker const __m128 vi5 = _mm_loadu_ps(i5);
232*4bdc9457SAndroid Build Coastguard Worker const __m128 vi6 = _mm_loadu_ps(i6);
233*4bdc9457SAndroid Build Coastguard Worker const __m128 vi7 = _mm_loadu_ps(i7);
234*4bdc9457SAndroid Build Coastguard Worker const __m128 vo = _mm_loadu_ps(o);
235*4bdc9457SAndroid Build Coastguard Worker
236*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax01 = _mm_max_ps(_mm_max_ps(vi0, vi1), vo);
237*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax23 = _mm_max_ps(vi2, vi3);
238*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax45 = _mm_max_ps(vi4, vi5);
239*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax67 = _mm_max_ps(vi6, vi7);
240*4bdc9457SAndroid Build Coastguard Worker
241*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax2345 = _mm_max_ps(vmax23, vmax45);
242*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax0167 = _mm_max_ps(vmax01, vmax67);
243*4bdc9457SAndroid Build Coastguard Worker const __m128 vmax = _mm_max_ps(vmax2345, vmax0167);
244*4bdc9457SAndroid Build Coastguard Worker __m128 vout = _mm_max_ps(_mm_min_ps(vmax, voutput_max), voutput_min);
245*4bdc9457SAndroid Build Coastguard Worker
246*4bdc9457SAndroid Build Coastguard Worker if (c & 2) {
247*4bdc9457SAndroid Build Coastguard Worker _mm_storel_pi((__m64*) o, vout);
248*4bdc9457SAndroid Build Coastguard Worker o += 2;
249*4bdc9457SAndroid Build Coastguard Worker vout = _mm_movehl_ps(vout, vout);
250*4bdc9457SAndroid Build Coastguard Worker }
251*4bdc9457SAndroid Build Coastguard Worker if (c & 1) {
252*4bdc9457SAndroid Build Coastguard Worker _mm_store_ss(o, vout);
253*4bdc9457SAndroid Build Coastguard Worker o += 1;
254*4bdc9457SAndroid Build Coastguard Worker }
255*4bdc9457SAndroid Build Coastguard Worker }
256*4bdc9457SAndroid Build Coastguard Worker }
257*4bdc9457SAndroid Build Coastguard Worker input = (const float**) ((uintptr_t) input + input_increment);
258*4bdc9457SAndroid Build Coastguard Worker output = (float*) ((uintptr_t) o + output_increment);
259*4bdc9457SAndroid Build Coastguard Worker } while (--output_pixels != 0);
260*4bdc9457SAndroid Build Coastguard Worker }
261