1 // Auto-generated file. Do not edit!
2 // Template: src/qs8-gemm/MRx4c2s4-wasmsimd-dot16x2.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 <wasm_simd128.h>
13
14 #include <xnnpack/gemm.h>
15 #include <xnnpack/math.h>
16
17
18
xnn_qc8_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64(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)])19 void xnn_qc8_gemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64(
20 size_t mr,
21 size_t nc,
22 size_t kc,
23 const int8_t* restrict a,
24 size_t a_stride,
25 const void* restrict w,
26 int8_t* restrict c,
27 size_t cm_stride,
28 size_t cn_stride,
29 const union xnn_qc8_conv_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) XNN_OOB_READS
30 {
31 assert(mr != 0);
32 assert(mr <= 2);
33 assert(nc != 0);
34 assert(kc != 0);
35 assert(kc % sizeof(int8_t) == 0);
36 assert(a != NULL);
37 assert(w != NULL);
38 assert(c != NULL);
39
40 const int8_t* a0 = a;
41 int8_t* c0 = c;
42 const int8_t* a1 = (const int8_t*) ((uintptr_t) a0 + a_stride);
43 int8_t* c1 = (int8_t*) ((uintptr_t) c0 + cm_stride);
44 if XNN_UNPREDICTABLE(mr != 2) {
45 a1 = a0;
46 c1 = c0;
47 }
48
49 kc = round_up_po2(kc, 8 * sizeof(int8_t));
50 do {
51 v128_t vacc0x0123 = wasm_v128_load(w);
52 v128_t vacc1x0123 = vacc0x0123;
53 w = (const void*) ((const int32_t*) w + 4);
54
55 size_t k = kc;
56 do {
57 v128_t vxa0 = wasm_i16x8_load8x8((const v128_t*) a0);
58 a0 += 8;
59 v128_t vxa1 = wasm_i16x8_load8x8((const v128_t*) a1);
60 a1 += 8;
61
62 const v128_t vxb0 = wasm_i16x8_load8x8(w);
63
64 vacc0x0123 = wasm_i32x4_add(vacc0x0123, wasm_i32x4_dot_i16x8(vxa0, vxb0));
65 vxa0 = wasm_v32x4_shuffle(vxa0, vxa0, 1, 2, 3, 4);
66 vacc1x0123 = wasm_i32x4_add(vacc1x0123, wasm_i32x4_dot_i16x8(vxa1, vxb0));
67 vxa1 = wasm_v32x4_shuffle(vxa1, vxa1, 1, 2, 3, 4);
68 const v128_t vxb1 = wasm_i16x8_load8x8((const int8_t*) w + 8);
69
70 vacc0x0123 = wasm_i32x4_add(vacc0x0123, wasm_i32x4_dot_i16x8(vxa0, vxb1));
71 vxa0 = wasm_v32x4_shuffle(vxa0, vxa0, 1, 2, 3, 4);
72 vacc1x0123 = wasm_i32x4_add(vacc1x0123, wasm_i32x4_dot_i16x8(vxa1, vxb1));
73 vxa1 = wasm_v32x4_shuffle(vxa1, vxa1, 1, 2, 3, 4);
74 const v128_t vxb2 = wasm_i16x8_load8x8((const int8_t*) w + 16);
75
76 vacc0x0123 = wasm_i32x4_add(vacc0x0123, wasm_i32x4_dot_i16x8(vxa0, vxb2));
77 vxa0 = wasm_v32x4_shuffle(vxa0, vxa0, 1, 2, 3, 4);
78 vacc1x0123 = wasm_i32x4_add(vacc1x0123, wasm_i32x4_dot_i16x8(vxa1, vxb2));
79 vxa1 = wasm_v32x4_shuffle(vxa1, vxa1, 1, 2, 3, 4);
80 const v128_t vxb3 = wasm_i16x8_load8x8((const int8_t*) w + 24);
81
82 vacc0x0123 = wasm_i32x4_add(vacc0x0123, wasm_i32x4_dot_i16x8(vxa0, vxb3));
83 vacc1x0123 = wasm_i32x4_add(vacc1x0123, wasm_i32x4_dot_i16x8(vxa1, vxb3));
84
85 w = (const int8_t*) w + 32;
86 k -= 8 * sizeof(int8_t);
87 } while (k != 0);
88
89 vacc0x0123 = wasm_f32x4_convert_i32x4(vacc0x0123);
90 vacc1x0123 = wasm_f32x4_convert_i32x4(vacc1x0123);
91
92 const v128_t vscale0123 = wasm_v128_load(w);
93 w = (const float*) w + 4;
94 vacc0x0123 = wasm_f32x4_mul(vacc0x0123, vscale0123);
95 vacc1x0123 = wasm_f32x4_mul(vacc1x0123, vscale0123);
96
97 const v128_t vmagic_bias = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias);
98 vacc0x0123 = wasm_f32x4_add(vacc0x0123, vmagic_bias);
99 vacc1x0123 = wasm_f32x4_add(vacc1x0123, vmagic_bias);
100
101 const v128_t vmagic_min = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_min);
102 vacc0x0123 = wasm_i32x4_max(vacc0x0123, vmagic_min);
103 vacc1x0123 = wasm_i32x4_max(vacc1x0123, vmagic_min);
104
105 const v128_t vmagic_bias_less_output_zero_point = wasm_v128_load64_splat(params->fp32_wasmsimd.magic_bias_less_output_zero_point);
106 vacc0x0123 = wasm_i32x4_sub(vacc0x0123, vmagic_bias_less_output_zero_point);
107 vacc1x0123 = wasm_i32x4_sub(vacc1x0123, vmagic_bias_less_output_zero_point);
108
109 v128_t vacc01x0123 = wasm_i16x8_narrow_i32x4(vacc0x0123, vacc1x0123);
110
111 v128_t vout = wasm_i8x16_narrow_i16x8(vacc01x0123, vacc01x0123);
112
113 const v128_t voutput_max = wasm_v128_load64_splat(params->fp32_wasmsimd.output_max);
114 vout = wasm_i8x16_min(vout, voutput_max);
115
116 if (nc >= 4) {
117 *((float*) c0) = (float) wasm_f32x4_extract_lane(vout, 0);
118 *((float*) c1) = (float) wasm_f32x4_extract_lane(vout, 1);
119
120 c0 = (int8_t*) ((uintptr_t) c0 + cn_stride);
121 c1 = (int8_t*) ((uintptr_t) c1 + cn_stride);
122
123 a0 = (const int8_t*) ((uintptr_t) a0 - kc);
124 a1 = (const int8_t*) ((uintptr_t) a1 - kc);
125
126 nc -= 4;
127 } else {
128 uint32_t vout0 = wasm_i32x4_extract_lane(vout, 0);
129 uint32_t vout1 = wasm_i32x4_extract_lane(vout, 1);
130 if (nc & 2) {
131 *((uint16_t*) c0) = (uint16_t) vout0;
132 vout0 >>= 16;
133 c0 += 2;
134 *((uint16_t*) c1) = (uint16_t) vout1;
135 vout1 >>= 16;
136 c1 += 2;
137 }
138 if (nc & 1) {
139 *c0 = (int8_t) vout0;
140 *c1 = (int8_t) vout1;
141 }
142
143 nc = 0;
144 }
145 } while (nc != 0);
146 }
147