1*4bdc9457SAndroid Build Coastguard Worker // Auto-generated file. Do not edit!
2*4bdc9457SAndroid Build Coastguard Worker // Template: src/qs8-gemm/scalar.c.in
3*4bdc9457SAndroid Build Coastguard Worker // Generator: tools/xngen
4*4bdc9457SAndroid Build Coastguard Worker //
5*4bdc9457SAndroid Build Coastguard Worker // Copyright 2021 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/math.h>
13*4bdc9457SAndroid Build Coastguard Worker #include <xnnpack/gemm.h>
14*4bdc9457SAndroid Build Coastguard Worker
15*4bdc9457SAndroid Build Coastguard Worker
xnn_qc8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic(size_t mr,size_t nc,size_t kc,const int8_t * restrict a,size_t a_stride,const void * restrict w,int8_t * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])16*4bdc9457SAndroid Build Coastguard Worker void xnn_qc8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic(
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 int8_t* restrict a,
21*4bdc9457SAndroid Build Coastguard Worker size_t a_stride,
22*4bdc9457SAndroid Build Coastguard Worker const void* restrict w,
23*4bdc9457SAndroid Build Coastguard Worker int8_t* 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_qc8_conv_minmax_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 <= 1);
30*4bdc9457SAndroid Build Coastguard Worker assert(nc != 0);
31*4bdc9457SAndroid Build Coastguard Worker assert(kc != 0);
32*4bdc9457SAndroid Build Coastguard Worker
33*4bdc9457SAndroid Build Coastguard Worker const int8_t* a0 = a;
34*4bdc9457SAndroid Build Coastguard Worker int8_t* c0 = c;
35*4bdc9457SAndroid Build Coastguard Worker
36*4bdc9457SAndroid Build Coastguard Worker do {
37*4bdc9457SAndroid Build Coastguard Worker int32_t vacc0x0 = ((const int32_t*) w)[0];
38*4bdc9457SAndroid Build Coastguard Worker int32_t vacc0x1 = ((const int32_t*) w)[1];
39*4bdc9457SAndroid Build Coastguard Worker int32_t vacc0x2 = ((const int32_t*) w)[2];
40*4bdc9457SAndroid Build Coastguard Worker int32_t vacc0x3 = ((const int32_t*) w)[3];
41*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int32_t*) w + 4);
42*4bdc9457SAndroid Build Coastguard Worker
43*4bdc9457SAndroid Build Coastguard Worker size_t k = kc;
44*4bdc9457SAndroid Build Coastguard Worker do {
45*4bdc9457SAndroid Build Coastguard Worker const int32_t va0 = (int32_t) *a0++;
46*4bdc9457SAndroid Build Coastguard Worker
47*4bdc9457SAndroid Build Coastguard Worker const int32_t vb0 = (int32_t) ((const int8_t*) w)[0];
48*4bdc9457SAndroid Build Coastguard Worker const int32_t vb1 = (int32_t) ((const int8_t*) w)[1];
49*4bdc9457SAndroid Build Coastguard Worker const int32_t vb2 = (int32_t) ((const int8_t*) w)[2];
50*4bdc9457SAndroid Build Coastguard Worker const int32_t vb3 = (int32_t) ((const int8_t*) w)[3];
51*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const int8_t*) w + 4);
52*4bdc9457SAndroid Build Coastguard Worker
53*4bdc9457SAndroid Build Coastguard Worker vacc0x0 += va0 * vb0;
54*4bdc9457SAndroid Build Coastguard Worker vacc0x1 += va0 * vb1;
55*4bdc9457SAndroid Build Coastguard Worker vacc0x2 += va0 * vb2;
56*4bdc9457SAndroid Build Coastguard Worker vacc0x3 += va0 * vb3;
57*4bdc9457SAndroid Build Coastguard Worker
58*4bdc9457SAndroid Build Coastguard Worker k -= sizeof(int8_t);
59*4bdc9457SAndroid Build Coastguard Worker } while (k != 0);
60*4bdc9457SAndroid Build Coastguard Worker
61*4bdc9457SAndroid Build Coastguard Worker float vfpacc0x0 = (float) vacc0x0;
62*4bdc9457SAndroid Build Coastguard Worker float vfpacc0x1 = (float) vacc0x1;
63*4bdc9457SAndroid Build Coastguard Worker float vfpacc0x2 = (float) vacc0x2;
64*4bdc9457SAndroid Build Coastguard Worker float vfpacc0x3 = (float) vacc0x3;
65*4bdc9457SAndroid Build Coastguard Worker
66*4bdc9457SAndroid Build Coastguard Worker const float vscale0 = ((const float*) w)[0];
67*4bdc9457SAndroid Build Coastguard Worker vfpacc0x0 *= vscale0;
68*4bdc9457SAndroid Build Coastguard Worker const float vscale1 = ((const float*) w)[1];
69*4bdc9457SAndroid Build Coastguard Worker vfpacc0x1 *= vscale1;
70*4bdc9457SAndroid Build Coastguard Worker const float vscale2 = ((const float*) w)[2];
71*4bdc9457SAndroid Build Coastguard Worker vfpacc0x2 *= vscale2;
72*4bdc9457SAndroid Build Coastguard Worker const float vscale3 = ((const float*) w)[3];
73*4bdc9457SAndroid Build Coastguard Worker vfpacc0x3 *= vscale3;
74*4bdc9457SAndroid Build Coastguard Worker w = (const void*) ((const float*) w + 4);
75*4bdc9457SAndroid Build Coastguard Worker
76*4bdc9457SAndroid Build Coastguard Worker const float voutput_min_less_zero_point = params->fp32_scalar_fmagic.output_min_less_zero_point;
77*4bdc9457SAndroid Build Coastguard Worker vfpacc0x0 = __builtin_wasm_max_f32(vfpacc0x0, voutput_min_less_zero_point);
78*4bdc9457SAndroid Build Coastguard Worker vfpacc0x1 = __builtin_wasm_max_f32(vfpacc0x1, voutput_min_less_zero_point);
79*4bdc9457SAndroid Build Coastguard Worker vfpacc0x2 = __builtin_wasm_max_f32(vfpacc0x2, voutput_min_less_zero_point);
80*4bdc9457SAndroid Build Coastguard Worker vfpacc0x3 = __builtin_wasm_max_f32(vfpacc0x3, voutput_min_less_zero_point);
81*4bdc9457SAndroid Build Coastguard Worker
82*4bdc9457SAndroid Build Coastguard Worker const float voutput_max_less_zero_point = params->fp32_scalar_fmagic.output_max_less_zero_point;
83*4bdc9457SAndroid Build Coastguard Worker vfpacc0x0 = __builtin_wasm_min_f32(vfpacc0x0, voutput_max_less_zero_point);
84*4bdc9457SAndroid Build Coastguard Worker vfpacc0x1 = __builtin_wasm_min_f32(vfpacc0x1, voutput_max_less_zero_point);
85*4bdc9457SAndroid Build Coastguard Worker vfpacc0x2 = __builtin_wasm_min_f32(vfpacc0x2, voutput_max_less_zero_point);
86*4bdc9457SAndroid Build Coastguard Worker vfpacc0x3 = __builtin_wasm_min_f32(vfpacc0x3, voutput_max_less_zero_point);
87*4bdc9457SAndroid Build Coastguard Worker
88*4bdc9457SAndroid Build Coastguard Worker const float vmagic_bias = params->fp32_scalar_fmagic.magic_bias;
89*4bdc9457SAndroid Build Coastguard Worker vfpacc0x0 += vmagic_bias;
90*4bdc9457SAndroid Build Coastguard Worker vfpacc0x1 += vmagic_bias;
91*4bdc9457SAndroid Build Coastguard Worker vfpacc0x2 += vmagic_bias;
92*4bdc9457SAndroid Build Coastguard Worker vfpacc0x3 += vmagic_bias;
93*4bdc9457SAndroid Build Coastguard Worker
94*4bdc9457SAndroid Build Coastguard Worker const int32_t vmagic_bias_less_output_zero_point = params->fp32_scalar_fmagic.magic_bias_less_output_zero_point;
95*4bdc9457SAndroid Build Coastguard Worker int32_t vout0x0 = (int32_t) float_as_uint32(vfpacc0x0) - vmagic_bias_less_output_zero_point;
96*4bdc9457SAndroid Build Coastguard Worker int32_t vout0x1 = (int32_t) float_as_uint32(vfpacc0x1) - vmagic_bias_less_output_zero_point;
97*4bdc9457SAndroid Build Coastguard Worker int32_t vout0x2 = (int32_t) float_as_uint32(vfpacc0x2) - vmagic_bias_less_output_zero_point;
98*4bdc9457SAndroid Build Coastguard Worker int32_t vout0x3 = (int32_t) float_as_uint32(vfpacc0x3) - vmagic_bias_less_output_zero_point;
99*4bdc9457SAndroid Build Coastguard Worker
100*4bdc9457SAndroid Build Coastguard Worker if XNN_LIKELY(nc >= 4) {
101*4bdc9457SAndroid Build Coastguard Worker c0[0] = (int8_t) vout0x0;
102*4bdc9457SAndroid Build Coastguard Worker c0[1] = (int8_t) vout0x1;
103*4bdc9457SAndroid Build Coastguard Worker c0[2] = (int8_t) vout0x2;
104*4bdc9457SAndroid Build Coastguard Worker c0[3] = (int8_t) vout0x3;
105*4bdc9457SAndroid Build Coastguard Worker
106*4bdc9457SAndroid Build Coastguard Worker a0 = (const int8_t*) ((uintptr_t) a0 - kc);
107*4bdc9457SAndroid Build Coastguard Worker
108*4bdc9457SAndroid Build Coastguard Worker c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
109*4bdc9457SAndroid Build Coastguard Worker
110*4bdc9457SAndroid Build Coastguard Worker nc -= 4;
111*4bdc9457SAndroid Build Coastguard Worker } else {
112*4bdc9457SAndroid Build Coastguard Worker if (nc & 2) {
113*4bdc9457SAndroid Build Coastguard Worker c0[0] = (int8_t) vout0x0;
114*4bdc9457SAndroid Build Coastguard Worker c0[1] = (int8_t) vout0x1;
115*4bdc9457SAndroid Build Coastguard Worker vout0x0 = vout0x2;
116*4bdc9457SAndroid Build Coastguard Worker c0 += 2;
117*4bdc9457SAndroid Build Coastguard Worker }
118*4bdc9457SAndroid Build Coastguard Worker if (nc & 1) {
119*4bdc9457SAndroid Build Coastguard Worker c0[0] = (int8_t) vout0x0;
120*4bdc9457SAndroid Build Coastguard Worker }
121*4bdc9457SAndroid Build Coastguard Worker
122*4bdc9457SAndroid Build Coastguard Worker nc = 0;
123*4bdc9457SAndroid Build Coastguard Worker }
124*4bdc9457SAndroid Build Coastguard Worker } while (nc != 0);
125*4bdc9457SAndroid Build Coastguard Worker }
126