1 // Auto-generated file. Do not edit!
2 // Template: src/qs8-gemm/scalar.c.in
3 // Generator: tools/xngen
4 //
5 // Copyright 2021 Google LLC
6 //
7 // This source code is licensed under the BSD-style license found in the
8 // LICENSE file in the root directory of this source tree.
9
10 #include <assert.h>
11
12 #include <fp16.h>
13
14 #include <xnnpack/math.h>
15 #include <xnnpack/gemm.h>
16
17
xnn_qu8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic(size_t mr,size_t nc,size_t kc,const uint8_t * restrict a,size_t a_stride,const void * restrict w,uint8_t * restrict c,size_t cm_stride,size_t cn_stride,const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS (1)])18 void xnn_qu8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic(
19 size_t mr,
20 size_t nc,
21 size_t kc,
22 const uint8_t* restrict a,
23 size_t a_stride,
24 const void* restrict w,
25 uint8_t* restrict c,
26 size_t cm_stride,
27 size_t cn_stride,
28 const union xnn_qu8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)])
29 {
30 assert(mr != 0);
31 assert(mr <= 1);
32 assert(nc != 0);
33 assert(kc != 0);
34
35 const uint8_t* a0 = a;
36 uint8_t* c0 = c;
37
38 const int32_t vb_zero_point = params->fp32_scalar_fmagic.kernel_zero_point;
39 do {
40 int32_t vacc0x0 = ((const int32_t*) w)[0];
41 int32_t vacc0x1 = ((const int32_t*) w)[1];
42 int32_t vacc0x2 = ((const int32_t*) w)[2];
43 int32_t vacc0x3 = ((const int32_t*) w)[3];
44 w = (const void*) ((const int32_t*) w + 4);
45
46 size_t k = kc;
47 do {
48 const int32_t va0 = (int32_t) (uint32_t) *a0++;
49
50 const int32_t vb0 = (int32_t) (uint32_t) ((const uint8_t*) w)[0] - vb_zero_point;
51 const int32_t vb1 = (int32_t) (uint32_t) ((const uint8_t*) w)[1] - vb_zero_point;
52 const int32_t vb2 = (int32_t) (uint32_t) ((const uint8_t*) w)[2] - vb_zero_point;
53 const int32_t vb3 = (int32_t) (uint32_t) ((const uint8_t*) w)[3] - vb_zero_point;
54 w = (const void*) ((const uint8_t*) w + 4);
55
56 vacc0x0 += va0 * vb0;
57 vacc0x1 += va0 * vb1;
58 vacc0x2 += va0 * vb2;
59 vacc0x3 += va0 * vb3;
60
61 k -= sizeof(uint8_t);
62 } while (k != 0);
63
64 float vfpacc0x0 = (float) vacc0x0;
65 float vfpacc0x1 = (float) vacc0x1;
66 float vfpacc0x2 = (float) vacc0x2;
67 float vfpacc0x3 = (float) vacc0x3;
68
69 const float vscale = params->fp32_scalar_fmagic.scale;
70 vfpacc0x0 *= vscale;
71 vfpacc0x1 *= vscale;
72 vfpacc0x2 *= vscale;
73 vfpacc0x3 *= vscale;
74
75 const float voutput_min_less_zero_point = params->fp32_scalar_fmagic.output_min_less_zero_point;
76 vfpacc0x0 = __builtin_wasm_max_f32(vfpacc0x0, voutput_min_less_zero_point);
77 vfpacc0x1 = __builtin_wasm_max_f32(vfpacc0x1, voutput_min_less_zero_point);
78 vfpacc0x2 = __builtin_wasm_max_f32(vfpacc0x2, voutput_min_less_zero_point);
79 vfpacc0x3 = __builtin_wasm_max_f32(vfpacc0x3, voutput_min_less_zero_point);
80
81 const float voutput_max_less_zero_point = params->fp32_scalar_fmagic.output_max_less_zero_point;
82 vfpacc0x0 = __builtin_wasm_min_f32(vfpacc0x0, voutput_max_less_zero_point);
83 vfpacc0x1 = __builtin_wasm_min_f32(vfpacc0x1, voutput_max_less_zero_point);
84 vfpacc0x2 = __builtin_wasm_min_f32(vfpacc0x2, voutput_max_less_zero_point);
85 vfpacc0x3 = __builtin_wasm_min_f32(vfpacc0x3, voutput_max_less_zero_point);
86
87 const float vmagic_bias = params->fp32_scalar_fmagic.magic_bias;
88 vfpacc0x0 += vmagic_bias;
89 vfpacc0x1 += vmagic_bias;
90 vfpacc0x2 += vmagic_bias;
91 vfpacc0x3 += vmagic_bias;
92
93 const int32_t vmagic_bias_less_output_zero_point = params->fp32_scalar_fmagic.magic_bias_less_output_zero_point;
94 int32_t vout0x0 = (int32_t) fp32_to_bits(vfpacc0x0) - vmagic_bias_less_output_zero_point;
95 int32_t vout0x1 = (int32_t) fp32_to_bits(vfpacc0x1) - vmagic_bias_less_output_zero_point;
96 int32_t vout0x2 = (int32_t) fp32_to_bits(vfpacc0x2) - vmagic_bias_less_output_zero_point;
97 int32_t vout0x3 = (int32_t) fp32_to_bits(vfpacc0x3) - vmagic_bias_less_output_zero_point;
98
99 if XNN_LIKELY(nc >= 4) {
100 c0[0] = (uint8_t) vout0x0;
101 c0[1] = (uint8_t) vout0x1;
102 c0[2] = (uint8_t) vout0x2;
103 c0[3] = (uint8_t) vout0x3;
104
105 a0 = (const uint8_t*) ((uintptr_t) a0 - kc);
106
107 c0 = (uint8_t*) ((uintptr_t) c0 + cn_stride);
108
109 nc -= 4;
110 } else {
111 if (nc & 2) {
112 c0[0] = (uint8_t) vout0x0;
113 c0[1] = (uint8_t) vout0x1;
114 vout0x0 = vout0x2;
115 c0 += 2;
116 }
117 if (nc & 1) {
118 c0[0] = (uint8_t) vout0x0;
119 }
120
121 nc = 0;
122 }
123 } while (nc != 0);
124 }
125