xref: /aosp_15_r20/external/XNNPACK/src/f32-igemm/gen/4x4-relu-scalar.c (revision 4bdc94577ba0e567308109d787f7fec7b531ce36)
1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker //   Template: src/f32-igemm/scalar.c.in
3*4bdc9457SAndroid Build Coastguard Worker //   Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2019 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/igemm.h>
13*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
14*4bdc9457SAndroid Build Coastguard Worker 
15*4bdc9457SAndroid Build Coastguard Worker 
xnn_f32_igemm_relu_ukernel_4x4__scalar(size_t mr,size_t nc,size_t kc,size_t ks,const float ** restrict a,const float * restrict w,float * restrict c,size_t cm_stride,size_t cn_stride,size_t a_offset,const float * zero,const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS (1)])16*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_igemm_relu_ukernel_4x4__scalar(
17*4bdc9457SAndroid Build Coastguard Worker     size_t mr,
18*4bdc9457SAndroid Build Coastguard Worker     size_t nc,
19*4bdc9457SAndroid Build Coastguard Worker     size_t kc,
20*4bdc9457SAndroid Build Coastguard Worker     size_t ks,
21*4bdc9457SAndroid Build Coastguard Worker     const float**restrict a,
22*4bdc9457SAndroid Build Coastguard Worker     const float*restrict w,
23*4bdc9457SAndroid Build Coastguard Worker     float*restrict c,
24*4bdc9457SAndroid Build Coastguard Worker     size_t cm_stride,
25*4bdc9457SAndroid Build Coastguard Worker     size_t cn_stride,
26*4bdc9457SAndroid Build Coastguard Worker     size_t a_offset,
27*4bdc9457SAndroid Build Coastguard Worker     const float* zero,
28*4bdc9457SAndroid Build Coastguard Worker     const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
29*4bdc9457SAndroid Build Coastguard Worker {
30*4bdc9457SAndroid Build Coastguard Worker   assert(mr != 0);
31*4bdc9457SAndroid Build Coastguard Worker   assert(mr <= 4);
32*4bdc9457SAndroid Build Coastguard Worker   assert(nc != 0);
33*4bdc9457SAndroid Build Coastguard Worker   assert(kc != 0);
34*4bdc9457SAndroid Build Coastguard Worker   assert(kc % sizeof(float) == 0);
35*4bdc9457SAndroid Build Coastguard Worker   assert(ks != 0);
36*4bdc9457SAndroid Build Coastguard Worker   assert(ks % (4 * sizeof(void*)) == 0);
37*4bdc9457SAndroid Build Coastguard Worker   assert(a_offset % sizeof(float) == 0);
38*4bdc9457SAndroid Build Coastguard Worker   assert(a != NULL);
39*4bdc9457SAndroid Build Coastguard Worker   assert(w != NULL);
40*4bdc9457SAndroid Build Coastguard Worker   assert(c != NULL);
41*4bdc9457SAndroid Build Coastguard Worker 
42*4bdc9457SAndroid Build Coastguard Worker   float* c0 = c;
43*4bdc9457SAndroid Build Coastguard Worker   float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
44*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNPREDICTABLE(mr < 2) {
45*4bdc9457SAndroid Build Coastguard Worker     c1 = c0;
46*4bdc9457SAndroid Build Coastguard Worker   }
47*4bdc9457SAndroid Build Coastguard Worker   float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
48*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNPREDICTABLE(mr <= 2) {
49*4bdc9457SAndroid Build Coastguard Worker     c2 = c1;
50*4bdc9457SAndroid Build Coastguard Worker   }
51*4bdc9457SAndroid Build Coastguard Worker   float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
52*4bdc9457SAndroid Build Coastguard Worker   if XNN_UNPREDICTABLE(mr != 4) {
53*4bdc9457SAndroid Build Coastguard Worker     c3 = c2;
54*4bdc9457SAndroid Build Coastguard Worker   }
55*4bdc9457SAndroid Build Coastguard Worker 
56*4bdc9457SAndroid Build Coastguard Worker   do {
57*4bdc9457SAndroid Build Coastguard Worker     float vacc00 = w[0];
58*4bdc9457SAndroid Build Coastguard Worker     float vacc01 = w[1];
59*4bdc9457SAndroid Build Coastguard Worker     float vacc02 = w[2];
60*4bdc9457SAndroid Build Coastguard Worker     float vacc03 = w[3];
61*4bdc9457SAndroid Build Coastguard Worker     float vacc10 = vacc00;
62*4bdc9457SAndroid Build Coastguard Worker     float vacc11 = vacc01;
63*4bdc9457SAndroid Build Coastguard Worker     float vacc12 = vacc02;
64*4bdc9457SAndroid Build Coastguard Worker     float vacc13 = vacc03;
65*4bdc9457SAndroid Build Coastguard Worker     float vacc20 = vacc00;
66*4bdc9457SAndroid Build Coastguard Worker     float vacc21 = vacc01;
67*4bdc9457SAndroid Build Coastguard Worker     float vacc22 = vacc02;
68*4bdc9457SAndroid Build Coastguard Worker     float vacc23 = vacc03;
69*4bdc9457SAndroid Build Coastguard Worker     float vacc30 = vacc00;
70*4bdc9457SAndroid Build Coastguard Worker     float vacc31 = vacc01;
71*4bdc9457SAndroid Build Coastguard Worker     float vacc32 = vacc02;
72*4bdc9457SAndroid Build Coastguard Worker     float vacc33 = vacc03;
73*4bdc9457SAndroid Build Coastguard Worker     w += 4;
74*4bdc9457SAndroid Build Coastguard Worker 
75*4bdc9457SAndroid Build Coastguard Worker     size_t p = ks;
76*4bdc9457SAndroid Build Coastguard Worker     do {
77*4bdc9457SAndroid Build Coastguard Worker       const float* restrict a0 = a[0];
78*4bdc9457SAndroid Build Coastguard Worker       assert(a0 != NULL);
79*4bdc9457SAndroid Build Coastguard Worker       if XNN_UNPREDICTABLE(a0 != zero) {
80*4bdc9457SAndroid Build Coastguard Worker         a0 = (const float*) ((uintptr_t) a0 + a_offset);
81*4bdc9457SAndroid Build Coastguard Worker       }
82*4bdc9457SAndroid Build Coastguard Worker       const float* restrict a1 = a[1];
83*4bdc9457SAndroid Build Coastguard Worker       assert(a1 != NULL);
84*4bdc9457SAndroid Build Coastguard Worker       if XNN_UNPREDICTABLE(a1 != zero) {
85*4bdc9457SAndroid Build Coastguard Worker         a1 = (const float*) ((uintptr_t) a1 + a_offset);
86*4bdc9457SAndroid Build Coastguard Worker       }
87*4bdc9457SAndroid Build Coastguard Worker       const float* restrict a2 = a[2];
88*4bdc9457SAndroid Build Coastguard Worker       assert(a2 != NULL);
89*4bdc9457SAndroid Build Coastguard Worker       if XNN_UNPREDICTABLE(a2 != zero) {
90*4bdc9457SAndroid Build Coastguard Worker         a2 = (const float*) ((uintptr_t) a2 + a_offset);
91*4bdc9457SAndroid Build Coastguard Worker       }
92*4bdc9457SAndroid Build Coastguard Worker       const float* restrict a3 = a[3];
93*4bdc9457SAndroid Build Coastguard Worker       assert(a3 != NULL);
94*4bdc9457SAndroid Build Coastguard Worker       if XNN_UNPREDICTABLE(a3 != zero) {
95*4bdc9457SAndroid Build Coastguard Worker         a3 = (const float*) ((uintptr_t) a3 + a_offset);
96*4bdc9457SAndroid Build Coastguard Worker       }
97*4bdc9457SAndroid Build Coastguard Worker       a += 4;
98*4bdc9457SAndroid Build Coastguard Worker 
99*4bdc9457SAndroid Build Coastguard Worker       size_t k = kc;
100*4bdc9457SAndroid Build Coastguard Worker       do {
101*4bdc9457SAndroid Build Coastguard Worker         const float va0 = *a0++;
102*4bdc9457SAndroid Build Coastguard Worker         const float va1 = *a1++;
103*4bdc9457SAndroid Build Coastguard Worker         const float va2 = *a2++;
104*4bdc9457SAndroid Build Coastguard Worker         const float va3 = *a3++;
105*4bdc9457SAndroid Build Coastguard Worker 
106*4bdc9457SAndroid Build Coastguard Worker         const float vb0 = w[0];
107*4bdc9457SAndroid Build Coastguard Worker         const float vb1 = w[1];
108*4bdc9457SAndroid Build Coastguard Worker         const float vb2 = w[2];
109*4bdc9457SAndroid Build Coastguard Worker         const float vb3 = w[3];
110*4bdc9457SAndroid Build Coastguard Worker         w += 4;
111*4bdc9457SAndroid Build Coastguard Worker 
112*4bdc9457SAndroid Build Coastguard Worker         vacc00 = math_muladd_f32(va0, vb0, vacc00);
113*4bdc9457SAndroid Build Coastguard Worker         vacc01 = math_muladd_f32(va0, vb1, vacc01);
114*4bdc9457SAndroid Build Coastguard Worker         vacc02 = math_muladd_f32(va0, vb2, vacc02);
115*4bdc9457SAndroid Build Coastguard Worker         vacc03 = math_muladd_f32(va0, vb3, vacc03);
116*4bdc9457SAndroid Build Coastguard Worker         vacc10 = math_muladd_f32(va1, vb0, vacc10);
117*4bdc9457SAndroid Build Coastguard Worker         vacc11 = math_muladd_f32(va1, vb1, vacc11);
118*4bdc9457SAndroid Build Coastguard Worker         vacc12 = math_muladd_f32(va1, vb2, vacc12);
119*4bdc9457SAndroid Build Coastguard Worker         vacc13 = math_muladd_f32(va1, vb3, vacc13);
120*4bdc9457SAndroid Build Coastguard Worker         vacc20 = math_muladd_f32(va2, vb0, vacc20);
121*4bdc9457SAndroid Build Coastguard Worker         vacc21 = math_muladd_f32(va2, vb1, vacc21);
122*4bdc9457SAndroid Build Coastguard Worker         vacc22 = math_muladd_f32(va2, vb2, vacc22);
123*4bdc9457SAndroid Build Coastguard Worker         vacc23 = math_muladd_f32(va2, vb3, vacc23);
124*4bdc9457SAndroid Build Coastguard Worker         vacc30 = math_muladd_f32(va3, vb0, vacc30);
125*4bdc9457SAndroid Build Coastguard Worker         vacc31 = math_muladd_f32(va3, vb1, vacc31);
126*4bdc9457SAndroid Build Coastguard Worker         vacc32 = math_muladd_f32(va3, vb2, vacc32);
127*4bdc9457SAndroid Build Coastguard Worker         vacc33 = math_muladd_f32(va3, vb3, vacc33);
128*4bdc9457SAndroid Build Coastguard Worker 
129*4bdc9457SAndroid Build Coastguard Worker         k -= sizeof(float);
130*4bdc9457SAndroid Build Coastguard Worker       } while (k != 0);
131*4bdc9457SAndroid Build Coastguard Worker       p -= 4 * sizeof(void*);
132*4bdc9457SAndroid Build Coastguard Worker     } while (p != 0);
133*4bdc9457SAndroid Build Coastguard Worker 
134*4bdc9457SAndroid Build Coastguard Worker     vacc00 = math_max_f32(vacc00, 0.0f);
135*4bdc9457SAndroid Build Coastguard Worker     vacc01 = math_max_f32(vacc01, 0.0f);
136*4bdc9457SAndroid Build Coastguard Worker     vacc02 = math_max_f32(vacc02, 0.0f);
137*4bdc9457SAndroid Build Coastguard Worker     vacc03 = math_max_f32(vacc03, 0.0f);
138*4bdc9457SAndroid Build Coastguard Worker     vacc10 = math_max_f32(vacc10, 0.0f);
139*4bdc9457SAndroid Build Coastguard Worker     vacc11 = math_max_f32(vacc11, 0.0f);
140*4bdc9457SAndroid Build Coastguard Worker     vacc12 = math_max_f32(vacc12, 0.0f);
141*4bdc9457SAndroid Build Coastguard Worker     vacc13 = math_max_f32(vacc13, 0.0f);
142*4bdc9457SAndroid Build Coastguard Worker     vacc20 = math_max_f32(vacc20, 0.0f);
143*4bdc9457SAndroid Build Coastguard Worker     vacc21 = math_max_f32(vacc21, 0.0f);
144*4bdc9457SAndroid Build Coastguard Worker     vacc22 = math_max_f32(vacc22, 0.0f);
145*4bdc9457SAndroid Build Coastguard Worker     vacc23 = math_max_f32(vacc23, 0.0f);
146*4bdc9457SAndroid Build Coastguard Worker     vacc30 = math_max_f32(vacc30, 0.0f);
147*4bdc9457SAndroid Build Coastguard Worker     vacc31 = math_max_f32(vacc31, 0.0f);
148*4bdc9457SAndroid Build Coastguard Worker     vacc32 = math_max_f32(vacc32, 0.0f);
149*4bdc9457SAndroid Build Coastguard Worker     vacc33 = math_max_f32(vacc33, 0.0f);
150*4bdc9457SAndroid Build Coastguard Worker 
151*4bdc9457SAndroid Build Coastguard Worker     if XNN_LIKELY(nc >= 4) {
152*4bdc9457SAndroid Build Coastguard Worker       c3[0] = vacc30;
153*4bdc9457SAndroid Build Coastguard Worker       c3[1] = vacc31;
154*4bdc9457SAndroid Build Coastguard Worker       c3[2] = vacc32;
155*4bdc9457SAndroid Build Coastguard Worker       c3[3] = vacc33;
156*4bdc9457SAndroid Build Coastguard Worker       c3 = (float*) ((uintptr_t) c3 + cn_stride);
157*4bdc9457SAndroid Build Coastguard Worker       c2[0] = vacc20;
158*4bdc9457SAndroid Build Coastguard Worker       c2[1] = vacc21;
159*4bdc9457SAndroid Build Coastguard Worker       c2[2] = vacc22;
160*4bdc9457SAndroid Build Coastguard Worker       c2[3] = vacc23;
161*4bdc9457SAndroid Build Coastguard Worker       c2 = (float*) ((uintptr_t) c2 + cn_stride);
162*4bdc9457SAndroid Build Coastguard Worker       c1[0] = vacc10;
163*4bdc9457SAndroid Build Coastguard Worker       c1[1] = vacc11;
164*4bdc9457SAndroid Build Coastguard Worker       c1[2] = vacc12;
165*4bdc9457SAndroid Build Coastguard Worker       c1[3] = vacc13;
166*4bdc9457SAndroid Build Coastguard Worker       c1 = (float*) ((uintptr_t) c1 + cn_stride);
167*4bdc9457SAndroid Build Coastguard Worker       c0[0] = vacc00;
168*4bdc9457SAndroid Build Coastguard Worker       c0[1] = vacc01;
169*4bdc9457SAndroid Build Coastguard Worker       c0[2] = vacc02;
170*4bdc9457SAndroid Build Coastguard Worker       c0[3] = vacc03;
171*4bdc9457SAndroid Build Coastguard Worker       c0 = (float*) ((uintptr_t) c0 + cn_stride);
172*4bdc9457SAndroid Build Coastguard Worker 
173*4bdc9457SAndroid Build Coastguard Worker       a = (const float**restrict) ((uintptr_t) a - ks);
174*4bdc9457SAndroid Build Coastguard Worker       nc -= 4;
175*4bdc9457SAndroid Build Coastguard Worker     } else {
176*4bdc9457SAndroid Build Coastguard Worker       if (nc & 2) {
177*4bdc9457SAndroid Build Coastguard Worker         c3[0] = vacc30;
178*4bdc9457SAndroid Build Coastguard Worker         c3[1] = vacc31;
179*4bdc9457SAndroid Build Coastguard Worker         vacc30 = vacc32;
180*4bdc9457SAndroid Build Coastguard Worker         c3 += 2;
181*4bdc9457SAndroid Build Coastguard Worker         c2[0] = vacc20;
182*4bdc9457SAndroid Build Coastguard Worker         c2[1] = vacc21;
183*4bdc9457SAndroid Build Coastguard Worker         vacc20 = vacc22;
184*4bdc9457SAndroid Build Coastguard Worker         c2 += 2;
185*4bdc9457SAndroid Build Coastguard Worker         c1[0] = vacc10;
186*4bdc9457SAndroid Build Coastguard Worker         c1[1] = vacc11;
187*4bdc9457SAndroid Build Coastguard Worker         vacc10 = vacc12;
188*4bdc9457SAndroid Build Coastguard Worker         c1 += 2;
189*4bdc9457SAndroid Build Coastguard Worker         c0[0] = vacc00;
190*4bdc9457SAndroid Build Coastguard Worker         c0[1] = vacc01;
191*4bdc9457SAndroid Build Coastguard Worker         vacc00 = vacc02;
192*4bdc9457SAndroid Build Coastguard Worker         c0 += 2;
193*4bdc9457SAndroid Build Coastguard Worker       }
194*4bdc9457SAndroid Build Coastguard Worker       if (nc & 1) {
195*4bdc9457SAndroid Build Coastguard Worker         c3[0] = vacc30;
196*4bdc9457SAndroid Build Coastguard Worker         c2[0] = vacc20;
197*4bdc9457SAndroid Build Coastguard Worker         c1[0] = vacc10;
198*4bdc9457SAndroid Build Coastguard Worker         c0[0] = vacc00;
199*4bdc9457SAndroid Build Coastguard Worker       }
200*4bdc9457SAndroid Build Coastguard Worker 
201*4bdc9457SAndroid Build Coastguard Worker       nc = 0;
202*4bdc9457SAndroid Build Coastguard Worker     }
203*4bdc9457SAndroid Build Coastguard Worker   } while (nc != 0);
204*4bdc9457SAndroid Build Coastguard Worker }
205