xref: /aosp_15_r20/external/XNNPACK/src/f32-dwconv2d-chw/gen/5x5p2-minmax-scalar-1x1.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker //   Template: src/f32-dwconv2d-chw/5x5p2-scalar.c.in
3*4bdc9457SAndroid Build Coastguard Worker //   Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2020 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 <xnnpack/dwconv.h>
13*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
14*4bdc9457SAndroid Build Coastguard Worker 
15*4bdc9457SAndroid Build Coastguard Worker 
xnn_f32_dwconv2d_chw_ukernel_5x5p2__scalar_1x1(size_t input_height,size_t input_width,const float * input,const float * weights,const float * zero,float * output,uint32_t padding_top,const union xnn_f32_chw_params params[restrict XNN_MIN_ELEMENTS (1)])16*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_dwconv2d_chw_ukernel_5x5p2__scalar_1x1(
17*4bdc9457SAndroid Build Coastguard Worker     size_t input_height,
18*4bdc9457SAndroid Build Coastguard Worker     size_t input_width,
19*4bdc9457SAndroid Build Coastguard Worker     const float* input,
20*4bdc9457SAndroid Build Coastguard Worker     const float* weights,
21*4bdc9457SAndroid Build Coastguard Worker     const float* zero,
22*4bdc9457SAndroid Build Coastguard Worker     float* output,
23*4bdc9457SAndroid Build Coastguard Worker     uint32_t padding_top,
24*4bdc9457SAndroid Build Coastguard Worker     const union xnn_f32_chw_params params[restrict XNN_MIN_ELEMENTS(1)])
25*4bdc9457SAndroid Build Coastguard Worker {
26*4bdc9457SAndroid Build Coastguard Worker   assert(input_height != 0);
27*4bdc9457SAndroid Build Coastguard Worker   assert(input_width != 0);
28*4bdc9457SAndroid Build Coastguard Worker   assert(input_width % sizeof(float) == 0);
29*4bdc9457SAndroid Build Coastguard Worker   assert(padding_top == 2);
30*4bdc9457SAndroid Build Coastguard Worker 
31*4bdc9457SAndroid Build Coastguard Worker   const float vmin = params->scalar.min;
32*4bdc9457SAndroid Build Coastguard Worker   const float vmax = params->scalar.max;
33*4bdc9457SAndroid Build Coastguard Worker 
34*4bdc9457SAndroid Build Coastguard Worker   const float vbias = weights[0];
35*4bdc9457SAndroid Build Coastguard Worker   const float vk00 = weights[1];
36*4bdc9457SAndroid Build Coastguard Worker   const float vk01 = weights[2];
37*4bdc9457SAndroid Build Coastguard Worker   const float vk02 = weights[3];
38*4bdc9457SAndroid Build Coastguard Worker   const float vk03 = weights[4];
39*4bdc9457SAndroid Build Coastguard Worker   const float vk04 = weights[5];
40*4bdc9457SAndroid Build Coastguard Worker   const float vk10 = weights[6];
41*4bdc9457SAndroid Build Coastguard Worker   const float vk11 = weights[7];
42*4bdc9457SAndroid Build Coastguard Worker   const float vk12 = weights[8];
43*4bdc9457SAndroid Build Coastguard Worker   const float vk13 = weights[9];
44*4bdc9457SAndroid Build Coastguard Worker   const float vk14 = weights[10];
45*4bdc9457SAndroid Build Coastguard Worker   const float vk20 = weights[11];
46*4bdc9457SAndroid Build Coastguard Worker   const float vk21 = weights[12];
47*4bdc9457SAndroid Build Coastguard Worker   const float vk22 = weights[13];
48*4bdc9457SAndroid Build Coastguard Worker   const float vk23 = weights[14];
49*4bdc9457SAndroid Build Coastguard Worker   const float vk24 = weights[15];
50*4bdc9457SAndroid Build Coastguard Worker   const float vk30 = weights[16];
51*4bdc9457SAndroid Build Coastguard Worker   const float vk31 = weights[17];
52*4bdc9457SAndroid Build Coastguard Worker   const float vk32 = weights[18];
53*4bdc9457SAndroid Build Coastguard Worker   const float vk33 = weights[19];
54*4bdc9457SAndroid Build Coastguard Worker   const float vk34 = weights[20];
55*4bdc9457SAndroid Build Coastguard Worker   const float vk40 = weights[21];
56*4bdc9457SAndroid Build Coastguard Worker   const float vk41 = weights[22];
57*4bdc9457SAndroid Build Coastguard Worker   const float vk42 = weights[23];
58*4bdc9457SAndroid Build Coastguard Worker   const float vk43 = weights[24];
59*4bdc9457SAndroid Build Coastguard Worker   const float vk44 = weights[25];
60*4bdc9457SAndroid Build Coastguard Worker 
61*4bdc9457SAndroid Build Coastguard Worker   const float* i0 = zero;
62*4bdc9457SAndroid Build Coastguard Worker   const float* i1 = zero;
63*4bdc9457SAndroid Build Coastguard Worker   const float* i2 = input;
64*4bdc9457SAndroid Build Coastguard Worker   const float* i3 = (const float*) ((uintptr_t) i2 + input_width);
65*4bdc9457SAndroid Build Coastguard Worker   const float* i4 = (const float*) ((uintptr_t) i3 + input_width);
66*4bdc9457SAndroid Build Coastguard Worker 
67*4bdc9457SAndroid Build Coastguard Worker   float* o0 = output;
68*4bdc9457SAndroid Build Coastguard Worker 
69*4bdc9457SAndroid Build Coastguard Worker   size_t output_height = input_height;
70*4bdc9457SAndroid Build Coastguard Worker   do {
71*4bdc9457SAndroid Build Coastguard Worker     if XNN_UNPREDICTABLE(output_height < 2) {
72*4bdc9457SAndroid Build Coastguard Worker       i3 = zero;
73*4bdc9457SAndroid Build Coastguard Worker     }
74*4bdc9457SAndroid Build Coastguard Worker     if XNN_UNPREDICTABLE(output_height < 3) {
75*4bdc9457SAndroid Build Coastguard Worker       i4 = zero;
76*4bdc9457SAndroid Build Coastguard Worker     }
77*4bdc9457SAndroid Build Coastguard Worker 
78*4bdc9457SAndroid Build Coastguard Worker     float vi0x0 = 0.0f;
79*4bdc9457SAndroid Build Coastguard Worker     float vi1x0 = 0.0f;
80*4bdc9457SAndroid Build Coastguard Worker     float vi2x0 = 0.0f;
81*4bdc9457SAndroid Build Coastguard Worker     float vi3x0 = 0.0f;
82*4bdc9457SAndroid Build Coastguard Worker     float vi4x0 = 0.0f;
83*4bdc9457SAndroid Build Coastguard Worker 
84*4bdc9457SAndroid Build Coastguard Worker     float vi0x1 = 0.0f;
85*4bdc9457SAndroid Build Coastguard Worker     float vi1x1 = 0.0f;
86*4bdc9457SAndroid Build Coastguard Worker     float vi2x1 = 0.0f;
87*4bdc9457SAndroid Build Coastguard Worker     float vi3x1 = 0.0f;
88*4bdc9457SAndroid Build Coastguard Worker     float vi4x1 = 0.0f;
89*4bdc9457SAndroid Build Coastguard Worker 
90*4bdc9457SAndroid Build Coastguard Worker     float vi0x2 = *i0++;
91*4bdc9457SAndroid Build Coastguard Worker     float vi1x2 = *i1++;
92*4bdc9457SAndroid Build Coastguard Worker     float vi2x2 = *i2++;
93*4bdc9457SAndroid Build Coastguard Worker     float vi3x2 = *i3++;
94*4bdc9457SAndroid Build Coastguard Worker     float vi4x2 = *i4++;
95*4bdc9457SAndroid Build Coastguard Worker 
96*4bdc9457SAndroid Build Coastguard Worker     size_t w = input_width;
97*4bdc9457SAndroid Build Coastguard Worker     if (w > 1 * sizeof(float)) {
98*4bdc9457SAndroid Build Coastguard Worker       float vi0x3 = *i0++;
99*4bdc9457SAndroid Build Coastguard Worker       float vi1x3 = *i1++;
100*4bdc9457SAndroid Build Coastguard Worker       float vi2x3 = *i2++;
101*4bdc9457SAndroid Build Coastguard Worker       float vi3x3 = *i3++;
102*4bdc9457SAndroid Build Coastguard Worker       float vi4x3 = *i4++;
103*4bdc9457SAndroid Build Coastguard Worker 
104*4bdc9457SAndroid Build Coastguard Worker       for (; w > 2 * sizeof(float); w -= 1 * sizeof(float)) {
105*4bdc9457SAndroid Build Coastguard Worker         const float vi0x4 = *i0++;
106*4bdc9457SAndroid Build Coastguard Worker         const float vi1x4 = *i1++;
107*4bdc9457SAndroid Build Coastguard Worker         const float vi2x4 = *i2++;
108*4bdc9457SAndroid Build Coastguard Worker         const float vi3x4 = *i3++;
109*4bdc9457SAndroid Build Coastguard Worker         const float vi4x4 = *i4++;
110*4bdc9457SAndroid Build Coastguard Worker 
111*4bdc9457SAndroid Build Coastguard Worker         float vo0p0 = vbias + vi0x0 * vk00;
112*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi1x0 * vk10;
113*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi2x0 * vk20;
114*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi3x0 * vk30;
115*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi4x0 * vk40;
116*4bdc9457SAndroid Build Coastguard Worker 
117*4bdc9457SAndroid Build Coastguard Worker         vi0x0 = vi0x1;
118*4bdc9457SAndroid Build Coastguard Worker         vi1x0 = vi1x1;
119*4bdc9457SAndroid Build Coastguard Worker         vi2x0 = vi2x1;
120*4bdc9457SAndroid Build Coastguard Worker         vi3x0 = vi3x1;
121*4bdc9457SAndroid Build Coastguard Worker         vi4x0 = vi4x1;
122*4bdc9457SAndroid Build Coastguard Worker 
123*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi0x1 * vk01;
124*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi1x1 * vk11;
125*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi2x1 * vk21;
126*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi3x1 * vk31;
127*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi4x1 * vk41;
128*4bdc9457SAndroid Build Coastguard Worker 
129*4bdc9457SAndroid Build Coastguard Worker         vi0x1 = vi0x2;
130*4bdc9457SAndroid Build Coastguard Worker         vi1x1 = vi1x2;
131*4bdc9457SAndroid Build Coastguard Worker         vi2x1 = vi2x2;
132*4bdc9457SAndroid Build Coastguard Worker         vi3x1 = vi3x2;
133*4bdc9457SAndroid Build Coastguard Worker         vi4x1 = vi4x2;
134*4bdc9457SAndroid Build Coastguard Worker 
135*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi0x2 * vk02;
136*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi1x2 * vk12;
137*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi2x2 * vk22;
138*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi3x2 * vk32;
139*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi4x2 * vk42;
140*4bdc9457SAndroid Build Coastguard Worker 
141*4bdc9457SAndroid Build Coastguard Worker         vi0x2 = vi0x3;
142*4bdc9457SAndroid Build Coastguard Worker         vi1x2 = vi1x3;
143*4bdc9457SAndroid Build Coastguard Worker         vi2x2 = vi2x3;
144*4bdc9457SAndroid Build Coastguard Worker         vi3x2 = vi3x3;
145*4bdc9457SAndroid Build Coastguard Worker         vi4x2 = vi4x3;
146*4bdc9457SAndroid Build Coastguard Worker 
147*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi0x3 * vk03;
148*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi1x3 * vk13;
149*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi2x3 * vk23;
150*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi3x3 * vk33;
151*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi4x3 * vk43;
152*4bdc9457SAndroid Build Coastguard Worker 
153*4bdc9457SAndroid Build Coastguard Worker         vi0x3 = vi0x4;
154*4bdc9457SAndroid Build Coastguard Worker         vi1x3 = vi1x4;
155*4bdc9457SAndroid Build Coastguard Worker         vi2x3 = vi2x4;
156*4bdc9457SAndroid Build Coastguard Worker         vi3x3 = vi3x4;
157*4bdc9457SAndroid Build Coastguard Worker         vi4x3 = vi4x4;
158*4bdc9457SAndroid Build Coastguard Worker 
159*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi0x4 * vk04;
160*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi1x4 * vk14;
161*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi2x4 * vk24;
162*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi3x4 * vk34;
163*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi4x4 * vk44;
164*4bdc9457SAndroid Build Coastguard Worker 
165*4bdc9457SAndroid Build Coastguard Worker 
166*4bdc9457SAndroid Build Coastguard Worker         float vo0 = math_max_f32(vo0p0, vmin);
167*4bdc9457SAndroid Build Coastguard Worker 
168*4bdc9457SAndroid Build Coastguard Worker         vo0 = math_min_f32(vo0, vmax);
169*4bdc9457SAndroid Build Coastguard Worker 
170*4bdc9457SAndroid Build Coastguard Worker         *o0++ = vo0;
171*4bdc9457SAndroid Build Coastguard Worker       }
172*4bdc9457SAndroid Build Coastguard Worker       assert(w == 2 * sizeof(float));
173*4bdc9457SAndroid Build Coastguard Worker       {
174*4bdc9457SAndroid Build Coastguard Worker         float vo0p0 = vbias + vi0x0 * vk00;
175*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi1x0 * vk10;
176*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi2x0 * vk20;
177*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi3x0 * vk30;
178*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi4x0 * vk40;
179*4bdc9457SAndroid Build Coastguard Worker 
180*4bdc9457SAndroid Build Coastguard Worker         vi0x0 = vi0x1;
181*4bdc9457SAndroid Build Coastguard Worker         vi1x0 = vi1x1;
182*4bdc9457SAndroid Build Coastguard Worker         vi2x0 = vi2x1;
183*4bdc9457SAndroid Build Coastguard Worker         vi3x0 = vi3x1;
184*4bdc9457SAndroid Build Coastguard Worker         vi4x0 = vi4x1;
185*4bdc9457SAndroid Build Coastguard Worker 
186*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi0x1 * vk01;
187*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi1x1 * vk11;
188*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi2x1 * vk21;
189*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi3x1 * vk31;
190*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi4x1 * vk41;
191*4bdc9457SAndroid Build Coastguard Worker 
192*4bdc9457SAndroid Build Coastguard Worker         vi0x1 = vi0x2;
193*4bdc9457SAndroid Build Coastguard Worker         vi1x1 = vi1x2;
194*4bdc9457SAndroid Build Coastguard Worker         vi2x1 = vi2x2;
195*4bdc9457SAndroid Build Coastguard Worker         vi3x1 = vi3x2;
196*4bdc9457SAndroid Build Coastguard Worker         vi4x1 = vi4x2;
197*4bdc9457SAndroid Build Coastguard Worker 
198*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi0x2 * vk02;
199*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi1x2 * vk12;
200*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi2x2 * vk22;
201*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi3x2 * vk32;
202*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi4x2 * vk42;
203*4bdc9457SAndroid Build Coastguard Worker 
204*4bdc9457SAndroid Build Coastguard Worker         vi0x2 = vi0x3;
205*4bdc9457SAndroid Build Coastguard Worker         vi1x2 = vi1x3;
206*4bdc9457SAndroid Build Coastguard Worker         vi2x2 = vi2x3;
207*4bdc9457SAndroid Build Coastguard Worker         vi3x2 = vi3x3;
208*4bdc9457SAndroid Build Coastguard Worker         vi4x2 = vi4x3;
209*4bdc9457SAndroid Build Coastguard Worker 
210*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi0x3 * vk03;
211*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi1x3 * vk13;
212*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi2x3 * vk23;
213*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi3x3 * vk33;
214*4bdc9457SAndroid Build Coastguard Worker         vo0p0 += vi4x3 * vk43;
215*4bdc9457SAndroid Build Coastguard Worker 
216*4bdc9457SAndroid Build Coastguard Worker 
217*4bdc9457SAndroid Build Coastguard Worker         float vo0 = math_max_f32(vo0p0, vmin);
218*4bdc9457SAndroid Build Coastguard Worker 
219*4bdc9457SAndroid Build Coastguard Worker         vo0 = math_min_f32(vo0, vmax);
220*4bdc9457SAndroid Build Coastguard Worker 
221*4bdc9457SAndroid Build Coastguard Worker         *o0++ = vo0;
222*4bdc9457SAndroid Build Coastguard Worker       }
223*4bdc9457SAndroid Build Coastguard Worker       w -= 1 * sizeof(float);
224*4bdc9457SAndroid Build Coastguard Worker     }
225*4bdc9457SAndroid Build Coastguard Worker     assert(w == 1 * sizeof(float));
226*4bdc9457SAndroid Build Coastguard Worker     {
227*4bdc9457SAndroid Build Coastguard Worker       float vo0p0 = vbias + vi0x0 * vk00;
228*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi1x0 * vk10;
229*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi2x0 * vk20;
230*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi3x0 * vk30;
231*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi4x0 * vk40;
232*4bdc9457SAndroid Build Coastguard Worker 
233*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi0x1 * vk01;
234*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi1x1 * vk11;
235*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi2x1 * vk21;
236*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi3x1 * vk31;
237*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi4x1 * vk41;
238*4bdc9457SAndroid Build Coastguard Worker 
239*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi0x2 * vk02;
240*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi1x2 * vk12;
241*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi2x2 * vk22;
242*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi3x2 * vk32;
243*4bdc9457SAndroid Build Coastguard Worker       vo0p0 += vi4x2 * vk42;
244*4bdc9457SAndroid Build Coastguard Worker 
245*4bdc9457SAndroid Build Coastguard Worker 
246*4bdc9457SAndroid Build Coastguard Worker       float vo0 = math_max_f32(vo0p0, vmin);
247*4bdc9457SAndroid Build Coastguard Worker 
248*4bdc9457SAndroid Build Coastguard Worker       vo0 = math_min_f32(vo0, vmax);
249*4bdc9457SAndroid Build Coastguard Worker 
250*4bdc9457SAndroid Build Coastguard Worker       *o0++ = vo0;
251*4bdc9457SAndroid Build Coastguard Worker     }
252*4bdc9457SAndroid Build Coastguard Worker 
253*4bdc9457SAndroid Build Coastguard Worker     i0 = (const float*) ((uintptr_t) i1 - input_width);
254*4bdc9457SAndroid Build Coastguard Worker     i1 = (const float*) ((uintptr_t) i2 - input_width);
255*4bdc9457SAndroid Build Coastguard Worker 
256*4bdc9457SAndroid Build Coastguard Worker 
257*4bdc9457SAndroid Build Coastguard Worker   } while (--output_height != 0);
258*4bdc9457SAndroid Build Coastguard Worker }
259