1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/f32-gemm/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/gemm.h>
13*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/math.h>
14*4bdc9457SAndroid Build Coastguard Worker
15*4bdc9457SAndroid Build Coastguard Worker
xnn_f32_gemm_relu_ukernel_4x4__scalar(size_t mr,size_t nc,size_t kc,const float * restrict a,size_t a_stride,const float * restrict w,float * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS (1)])16*4bdc9457SAndroid Build Coastguard Worker void xnn_f32_gemm_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 const float* restrict a,
21*4bdc9457SAndroid Build Coastguard Worker size_t a_stride,
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 const union xnn_f32_relu_params params[restrict XNN_MIN_ELEMENTS(1)])
27*4bdc9457SAndroid Build Coastguard Worker {
28*4bdc9457SAndroid Build Coastguard Worker assert(mr != 0);
29*4bdc9457SAndroid Build Coastguard Worker assert(mr <= 4);
30*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0);
31*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0);
32*4bdc9457SAndroid Build Coastguard Worker assert(kc % sizeof(float) == 0);
33*4bdc9457SAndroid Build Coastguard Worker assert(a != NULL);
34*4bdc9457SAndroid Build Coastguard Worker assert(w != NULL);
35*4bdc9457SAndroid Build Coastguard Worker assert(c != NULL);
36*4bdc9457SAndroid Build Coastguard Worker
37*4bdc9457SAndroid Build Coastguard Worker const float* a0 = a;
38*4bdc9457SAndroid Build Coastguard Worker float* c0 = c;
39*4bdc9457SAndroid Build Coastguard Worker const float* a1 = (const float*) ((uintptr_t) a0 + a_stride);
40*4bdc9457SAndroid Build Coastguard Worker float* c1 = (float*) ((uintptr_t) c0 + cm_stride);
41*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr < 2) {
42*4bdc9457SAndroid Build Coastguard Worker a1 = a0;
43*4bdc9457SAndroid Build Coastguard Worker c1 = c0;
44*4bdc9457SAndroid Build Coastguard Worker }
45*4bdc9457SAndroid Build Coastguard Worker const float* a2 = (const float*) ((uintptr_t) a1 + a_stride);
46*4bdc9457SAndroid Build Coastguard Worker float* c2 = (float*) ((uintptr_t) c1 + cm_stride);
47*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr <= 2) {
48*4bdc9457SAndroid Build Coastguard Worker a2 = a1;
49*4bdc9457SAndroid Build Coastguard Worker c2 = c1;
50*4bdc9457SAndroid Build Coastguard Worker }
51*4bdc9457SAndroid Build Coastguard Worker const float* a3 = (const float*) ((uintptr_t) a2 + a_stride);
52*4bdc9457SAndroid Build Coastguard Worker float* c3 = (float*) ((uintptr_t) c2 + cm_stride);
53*4bdc9457SAndroid Build Coastguard Worker if XNN_UNPREDICTABLE(mr != 4) {
54*4bdc9457SAndroid Build Coastguard Worker a3 = a2;
55*4bdc9457SAndroid Build Coastguard Worker c3 = c2;
56*4bdc9457SAndroid Build Coastguard Worker }
57*4bdc9457SAndroid Build Coastguard Worker
58*4bdc9457SAndroid Build Coastguard Worker do {
59*4bdc9457SAndroid Build Coastguard Worker float vacc00 = w[0];
60*4bdc9457SAndroid Build Coastguard Worker float vacc01 = w[1];
61*4bdc9457SAndroid Build Coastguard Worker float vacc02 = w[2];
62*4bdc9457SAndroid Build Coastguard Worker float vacc03 = w[3];
63*4bdc9457SAndroid Build Coastguard Worker w += 4;
64*4bdc9457SAndroid Build Coastguard Worker float vacc10 = vacc00;
65*4bdc9457SAndroid Build Coastguard Worker float vacc11 = vacc01;
66*4bdc9457SAndroid Build Coastguard Worker float vacc12 = vacc02;
67*4bdc9457SAndroid Build Coastguard Worker float vacc13 = vacc03;
68*4bdc9457SAndroid Build Coastguard Worker float vacc20 = vacc00;
69*4bdc9457SAndroid Build Coastguard Worker float vacc21 = vacc01;
70*4bdc9457SAndroid Build Coastguard Worker float vacc22 = vacc02;
71*4bdc9457SAndroid Build Coastguard Worker float vacc23 = vacc03;
72*4bdc9457SAndroid Build Coastguard Worker float vacc30 = vacc00;
73*4bdc9457SAndroid Build Coastguard Worker float vacc31 = vacc01;
74*4bdc9457SAndroid Build Coastguard Worker float vacc32 = vacc02;
75*4bdc9457SAndroid Build Coastguard Worker float vacc33 = vacc03;
76*4bdc9457SAndroid Build Coastguard Worker
77*4bdc9457SAndroid Build Coastguard Worker size_t k = kc;
78*4bdc9457SAndroid Build Coastguard Worker do {
79*4bdc9457SAndroid Build Coastguard Worker const float va0 = *a0++;
80*4bdc9457SAndroid Build Coastguard Worker const float va1 = *a1++;
81*4bdc9457SAndroid Build Coastguard Worker const float va2 = *a2++;
82*4bdc9457SAndroid Build Coastguard Worker const float va3 = *a3++;
83*4bdc9457SAndroid Build Coastguard Worker
84*4bdc9457SAndroid Build Coastguard Worker const float vb0 = w[0];
85*4bdc9457SAndroid Build Coastguard Worker const float vb1 = w[1];
86*4bdc9457SAndroid Build Coastguard Worker const float vb2 = w[2];
87*4bdc9457SAndroid Build Coastguard Worker const float vb3 = w[3];
88*4bdc9457SAndroid Build Coastguard Worker w += 4;
89*4bdc9457SAndroid Build Coastguard Worker
90*4bdc9457SAndroid Build Coastguard Worker vacc00 = math_muladd_f32(va0, vb0, vacc00);
91*4bdc9457SAndroid Build Coastguard Worker vacc01 = math_muladd_f32(va0, vb1, vacc01);
92*4bdc9457SAndroid Build Coastguard Worker vacc02 = math_muladd_f32(va0, vb2, vacc02);
93*4bdc9457SAndroid Build Coastguard Worker vacc03 = math_muladd_f32(va0, vb3, vacc03);
94*4bdc9457SAndroid Build Coastguard Worker vacc10 = math_muladd_f32(va1, vb0, vacc10);
95*4bdc9457SAndroid Build Coastguard Worker vacc11 = math_muladd_f32(va1, vb1, vacc11);
96*4bdc9457SAndroid Build Coastguard Worker vacc12 = math_muladd_f32(va1, vb2, vacc12);
97*4bdc9457SAndroid Build Coastguard Worker vacc13 = math_muladd_f32(va1, vb3, vacc13);
98*4bdc9457SAndroid Build Coastguard Worker vacc20 = math_muladd_f32(va2, vb0, vacc20);
99*4bdc9457SAndroid Build Coastguard Worker vacc21 = math_muladd_f32(va2, vb1, vacc21);
100*4bdc9457SAndroid Build Coastguard Worker vacc22 = math_muladd_f32(va2, vb2, vacc22);
101*4bdc9457SAndroid Build Coastguard Worker vacc23 = math_muladd_f32(va2, vb3, vacc23);
102*4bdc9457SAndroid Build Coastguard Worker vacc30 = math_muladd_f32(va3, vb0, vacc30);
103*4bdc9457SAndroid Build Coastguard Worker vacc31 = math_muladd_f32(va3, vb1, vacc31);
104*4bdc9457SAndroid Build Coastguard Worker vacc32 = math_muladd_f32(va3, vb2, vacc32);
105*4bdc9457SAndroid Build Coastguard Worker vacc33 = math_muladd_f32(va3, vb3, vacc33);
106*4bdc9457SAndroid Build Coastguard Worker
107*4bdc9457SAndroid Build Coastguard Worker k -= sizeof(float);
108*4bdc9457SAndroid Build Coastguard Worker } while (k != 0);
109*4bdc9457SAndroid Build Coastguard Worker
110*4bdc9457SAndroid Build Coastguard Worker vacc00 = math_max_f32(vacc00, 0.0f);
111*4bdc9457SAndroid Build Coastguard Worker vacc01 = math_max_f32(vacc01, 0.0f);
112*4bdc9457SAndroid Build Coastguard Worker vacc02 = math_max_f32(vacc02, 0.0f);
113*4bdc9457SAndroid Build Coastguard Worker vacc03 = math_max_f32(vacc03, 0.0f);
114*4bdc9457SAndroid Build Coastguard Worker vacc10 = math_max_f32(vacc10, 0.0f);
115*4bdc9457SAndroid Build Coastguard Worker vacc11 = math_max_f32(vacc11, 0.0f);
116*4bdc9457SAndroid Build Coastguard Worker vacc12 = math_max_f32(vacc12, 0.0f);
117*4bdc9457SAndroid Build Coastguard Worker vacc13 = math_max_f32(vacc13, 0.0f);
118*4bdc9457SAndroid Build Coastguard Worker vacc20 = math_max_f32(vacc20, 0.0f);
119*4bdc9457SAndroid Build Coastguard Worker vacc21 = math_max_f32(vacc21, 0.0f);
120*4bdc9457SAndroid Build Coastguard Worker vacc22 = math_max_f32(vacc22, 0.0f);
121*4bdc9457SAndroid Build Coastguard Worker vacc23 = math_max_f32(vacc23, 0.0f);
122*4bdc9457SAndroid Build Coastguard Worker vacc30 = math_max_f32(vacc30, 0.0f);
123*4bdc9457SAndroid Build Coastguard Worker vacc31 = math_max_f32(vacc31, 0.0f);
124*4bdc9457SAndroid Build Coastguard Worker vacc32 = math_max_f32(vacc32, 0.0f);
125*4bdc9457SAndroid Build Coastguard Worker vacc33 = math_max_f32(vacc33, 0.0f);
126*4bdc9457SAndroid Build Coastguard Worker
127*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nc >= 4) {
128*4bdc9457SAndroid Build Coastguard Worker c3[0] = vacc30;
129*4bdc9457SAndroid Build Coastguard Worker c3[1] = vacc31;
130*4bdc9457SAndroid Build Coastguard Worker c3[2] = vacc32;
131*4bdc9457SAndroid Build Coastguard Worker c3[3] = vacc33;
132*4bdc9457SAndroid Build Coastguard Worker c3 = (float*) ((uintptr_t) c3 + cn_stride);
133*4bdc9457SAndroid Build Coastguard Worker c2[0] = vacc20;
134*4bdc9457SAndroid Build Coastguard Worker c2[1] = vacc21;
135*4bdc9457SAndroid Build Coastguard Worker c2[2] = vacc22;
136*4bdc9457SAndroid Build Coastguard Worker c2[3] = vacc23;
137*4bdc9457SAndroid Build Coastguard Worker c2 = (float*) ((uintptr_t) c2 + cn_stride);
138*4bdc9457SAndroid Build Coastguard Worker c1[0] = vacc10;
139*4bdc9457SAndroid Build Coastguard Worker c1[1] = vacc11;
140*4bdc9457SAndroid Build Coastguard Worker c1[2] = vacc12;
141*4bdc9457SAndroid Build Coastguard Worker c1[3] = vacc13;
142*4bdc9457SAndroid Build Coastguard Worker c1 = (float*) ((uintptr_t) c1 + cn_stride);
143*4bdc9457SAndroid Build Coastguard Worker c0[0] = vacc00;
144*4bdc9457SAndroid Build Coastguard Worker c0[1] = vacc01;
145*4bdc9457SAndroid Build Coastguard Worker c0[2] = vacc02;
146*4bdc9457SAndroid Build Coastguard Worker c0[3] = vacc03;
147*4bdc9457SAndroid Build Coastguard Worker c0 = (float*) ((uintptr_t) c0 + cn_stride);
148*4bdc9457SAndroid Build Coastguard Worker
149*4bdc9457SAndroid Build Coastguard Worker a3 = (const void*) ((uintptr_t) a3 - kc);
150*4bdc9457SAndroid Build Coastguard Worker a2 = (const void*) ((uintptr_t) a2 - kc);
151*4bdc9457SAndroid Build Coastguard Worker a1 = (const void*) ((uintptr_t) a1 - kc);
152*4bdc9457SAndroid Build Coastguard Worker a0 = (const void*) ((uintptr_t) a0 - kc);
153*4bdc9457SAndroid Build Coastguard Worker
154*4bdc9457SAndroid Build Coastguard Worker nc -= 4;
155*4bdc9457SAndroid Build Coastguard Worker } else {
156*4bdc9457SAndroid Build Coastguard Worker if (nc & 2) {
157*4bdc9457SAndroid Build Coastguard Worker c3[0] = vacc30;
158*4bdc9457SAndroid Build Coastguard Worker c3[1] = vacc31;
159*4bdc9457SAndroid Build Coastguard Worker vacc30 = vacc32;
160*4bdc9457SAndroid Build Coastguard Worker c3 += 2;
161*4bdc9457SAndroid Build Coastguard Worker c2[0] = vacc20;
162*4bdc9457SAndroid Build Coastguard Worker c2[1] = vacc21;
163*4bdc9457SAndroid Build Coastguard Worker vacc20 = vacc22;
164*4bdc9457SAndroid Build Coastguard Worker c2 += 2;
165*4bdc9457SAndroid Build Coastguard Worker c1[0] = vacc10;
166*4bdc9457SAndroid Build Coastguard Worker c1[1] = vacc11;
167*4bdc9457SAndroid Build Coastguard Worker vacc10 = vacc12;
168*4bdc9457SAndroid Build Coastguard Worker c1 += 2;
169*4bdc9457SAndroid Build Coastguard Worker c0[0] = vacc00;
170*4bdc9457SAndroid Build Coastguard Worker c0[1] = vacc01;
171*4bdc9457SAndroid Build Coastguard Worker vacc00 = vacc02;
172*4bdc9457SAndroid Build Coastguard Worker c0 += 2;
173*4bdc9457SAndroid Build Coastguard Worker }
174*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
175*4bdc9457SAndroid Build Coastguard Worker c3[0] = vacc30;
176*4bdc9457SAndroid Build Coastguard Worker c2[0] = vacc20;
177*4bdc9457SAndroid Build Coastguard Worker c1[0] = vacc10;
178*4bdc9457SAndroid Build Coastguard Worker c0[0] = vacc00;
179*4bdc9457SAndroid Build Coastguard Worker }
180*4bdc9457SAndroid Build Coastguard Worker
181*4bdc9457SAndroid Build Coastguard Worker nc = 0;
182*4bdc9457SAndroid Build Coastguard Worker }
183*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
184*4bdc9457SAndroid Build Coastguard Worker }
185