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1 // Copyright (c) Facebook, Inc. and its affiliates.
2 // All rights reserved.
3 //
4 // Copyright 2019 Google LLC
5 //
6 // This source code is licensed under the BSD-style license found in the
7 // LICENSE file in the root directory of this source tree.
8 
9 #pragma once
10 
11 #include <stddef.h>
12 #include <stdint.h>
13 
14 #include <xnnpack/allocator.h>
15 #include <xnnpack/common.h>
16 #include <xnnpack/params.h>
17 
18 #ifdef __cplusplus
19 extern "C" {
20 #endif
21 
22 
23 #define DECLARE_F32_IGEMM_UKERNEL_FUNCTION(fn_name) \
24   XNN_INTERNAL void fn_name(                        \
25       size_t mr,                                    \
26       size_t nr,                                    \
27       size_t kc,                                    \
28       size_t ks,                                    \
29       const float** a,                              \
30       const float* w,                               \
31       float* c,                                     \
32       size_t cm_stride,                             \
33       size_t cn_stride,                             \
34       size_t a_offset,                              \
35       const float* zero,                            \
36       const union xnn_f32_default_params* params);
37 
38 #define DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(fn_name) \
39   XNN_INTERNAL void fn_name(                             \
40       size_t mr,                                         \
41       size_t nr,                                         \
42       size_t kc,                                         \
43       size_t ks,                                         \
44       const float** a,                                   \
45       const float* w,                                    \
46       float* c,                                          \
47       size_t cm_stride,                                  \
48       size_t cn_stride,                                  \
49       size_t a_offset,                                   \
50       const float* zero,                                 \
51       const union xnn_f32_relu_params* params);
52 
53 #define DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(fn_name) \
54   XNN_INTERNAL void fn_name(                               \
55       size_t mr,                                           \
56       size_t nr,                                           \
57       size_t kc,                                           \
58       size_t ks,                                           \
59       const float** a,                                     \
60       const float* w,                                      \
61       float* c,                                            \
62       size_t cm_stride,                                    \
63       size_t cn_stride,                                    \
64       size_t a_offset,                                     \
65       const float* zero,                                   \
66       const union xnn_f32_minmax_params* params);
67 
68 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x2__neon_lane_ld64)
69 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x4__neon_lane_ld64)
70 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64)
71 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__neon_lane_ld64)
72 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__neon_lane_ld128)
73 
74 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x2__neonfma_lane_ld64)
75 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x4__neonfma_lane_ld64)
76 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64)
77 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__neonfma_lane_ld64)
78 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__neonfma_lane_ld128)
79 
80 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__neon_dup_ld64)
81 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__neon_dup_ld64)
82 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__neon_dup_ld128)
83 
84 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__neonfma_dup_ld64)
85 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__neonfma_dup_ld64)
86 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__neonfma_dup_ld128)
87 
88 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8s4__neon)
89 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8s4__neon)
90 
91 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8s4__neonfma)
92 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8s4__neonfma)
93 
94 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__neon_dup_ld64)
95 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__neon_lane_ld64)
96 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__neonfma_dup_ld64)
97 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__neonfma_lane_ld64)
98 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__neon_lane_ld128)
99 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__neonfma_lane_ld128)
100 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__neon_dup_ld128)
101 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__neonfma_dup_ld128)
102 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8s4__neon)
103 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8s4__neonfma)
104 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_8x8s4__neon)
105 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_8x8s4__neonfma)
106 
107 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53)
108 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75)
109 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75)
110 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a53)
111 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a55)
112 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a75)
113 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_prfm_cortex_a75)
114 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_ld64)
115 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_ld128)
116 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__aarch64_neonfma_cortex_a75)
117 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__aarch64_neonfma_prfm_cortex_a75)
118 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a53)
119 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a55)
120 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a73)
121 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a75)
122 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75)
123 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_ld64)
124 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_ld128)
125 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x12__aarch64_neonfma_cortex_a53)
126 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x12__aarch64_neonfma_cortex_a53)
127 
128 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_ld64)
129 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a7)
130 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a75)
131 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_prfm_cortex_a75)
132 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a53)
133 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a55)
134 
135 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__sse_load1)
136 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8__sse_load1)
137 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__sse_load1)
138 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__sse_load1)
139 
140 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__sse_dup)
141 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8__sse_dup)
142 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__sse_dup)
143 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__sse_dup)
144 
145 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8s4__sse)
146 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8s4__sse)
147 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8s4__sse)
148 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8s4__sse)
149 
150 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x2c4__sse)
151 
152 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__sse2_dup)
153 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8__sse2_dup)
154 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__sse2_dup)
155 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__sse2_dup)
156 
157 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__avx_broadcast)
158 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__avx_broadcast)
159 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__avx_broadcast)
160 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__avx_broadcast)
161 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_7x8__avx_broadcast)
162 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x16__avx_broadcast)
163 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x16__avx_broadcast)
164 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x16__avx_broadcast)
165 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x16__avx_broadcast)
166 
167 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__fma3_broadcast)
168 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__fma3_broadcast)
169 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__fma3_broadcast)
170 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__fma3_broadcast)
171 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_7x8__fma3_broadcast)
172 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_8x8__fma3_broadcast)
173 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x16__fma3_broadcast)
174 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x16__fma3_broadcast)
175 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x16__fma3_broadcast)
176 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x16__fma3_broadcast)
177 
178 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x16s4__fma3_broadcast)
179 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x16s4__fma3_broadcast)
180 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x16s4__fma3_broadcast)
181 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x16s4__fma3_broadcast)
182 
183 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x16__avx512f_broadcast)
184 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x16__avx512f_broadcast)
185 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x16__avx512f_broadcast)
186 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x16__avx512f_broadcast)
187 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_7x16__avx512f_broadcast)
188 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_8x16__avx512f_broadcast)
189 
190 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_1x8__wasmsimd_splat)
191 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_4x8__wasmsimd_splat)
192 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_5x8__wasmsimd_splat)
193 
194 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_1x8__wasmsimd_splat)
195 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_4x8__wasmsimd_splat)
196 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_5x8__wasmsimd_splat)
197 
198 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat)
199 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_arm_loadsplat)
200 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__wasmsimd_arm_loadsplat)
201 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__wasmsimd_arm_loadsplat)
202 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__wasmsimd_arm_loadsplat)
203 
204 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat)
205 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_x86_loadsplat)
206 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__wasmsimd_x86_loadsplat)
207 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__wasmsimd_x86_loadsplat)
208 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__wasmsimd_x86_loadsplat)
209 
210 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_splat)
211 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_arm_splat)
212 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__wasmsimd_arm_splat)
213 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__wasmsimd_arm_splat)
214 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__wasmsimd_arm_splat)
215 
216 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_splat)
217 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8__wasmsimd_x86_splat)
218 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8__wasmsimd_x86_splat)
219 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8__wasmsimd_x86_splat)
220 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8__wasmsimd_x86_splat)
221 
222 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_arm)
223 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8s4__wasmsimd_arm)
224 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8s4__wasmsimd_arm)
225 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8s4__wasmsimd_arm)
226 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8s4__wasmsimd_arm)
227 
228 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x8s4__wasmsimd_x86)
229 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_3x8s4__wasmsimd_x86)
230 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x8s4__wasmsimd_x86)
231 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_5x8s4__wasmsimd_x86)
232 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_6x8s4__wasmsimd_x86)
233 
234 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_4x2c4__wasmsimd)
235 
236 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_4x2c4__wasmsimd)
237 
238 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x2c4__wasmsimd_arm)
239 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x2c4__wasmsimd_x86)
240 
241 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_1x4__wasm)
242 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_2x4__wasm)
243 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_4x2__wasm)
244 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_4x4__wasm)
245 
246 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_1x4__wasm)
247 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_2x4__wasm)
248 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_4x2__wasm)
249 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_4x4__wasm)
250 
251 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x4__wasm)
252 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_2x4__wasm)
253 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x2__wasm)
254 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x4__wasm)
255 
256 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_4x2__scalar)
257 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_1x4__scalar)
258 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_2x4__scalar)
259 DECLARE_F32_IGEMM_UKERNEL_FUNCTION(xnn_f32_igemm_ukernel_4x4__scalar)
260 
261 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_4x2__scalar)
262 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_1x4__scalar)
263 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_2x4__scalar)
264 DECLARE_F32_IGEMM_RELU_UKERNEL_FUNCTION(xnn_f32_igemm_relu_ukernel_4x4__scalar)
265 
266 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x2__scalar)
267 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_1x4__scalar)
268 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_2x4__scalar)
269 DECLARE_F32_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f32_igemm_minmax_ukernel_4x4__scalar)
270 
271 
272 #define DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(fn_name) \
273   XNN_INTERNAL void fn_name(                               \
274       size_t mr,                                           \
275       size_t nr,                                           \
276       size_t kc,                                           \
277       size_t ks,                                           \
278       const void** a,                                      \
279       const void* w,                                       \
280       void* c,                                             \
281       size_t cm_stride,                                    \
282       size_t cn_stride,                                    \
283       size_t a_offset,                                     \
284       const void* zero,                                    \
285       const union xnn_f16_scaleminmax_params* params);
286 
287 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_1x8__neonfp16arith_ld64)
288 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_4x8__neonfp16arith_ld64)
289 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_6x8__neonfp16arith_ld64)
290 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_8x8__neonfp16arith_ld64)
291 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_1x16__neonfp16arith_ld64)
292 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_4x16__neonfp16arith_ld64)
293 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_6x16__neonfp16arith_ld64)
294 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_8x16__neonfp16arith_ld64)
295 
296 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_1x8__avx2_broadcast)
297 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_4x8__avx2_broadcast)
298 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_5x8__avx2_broadcast)
299 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_6x8__avx2_broadcast)
300 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_7x8__avx2_broadcast)
301 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_1x16__avx2_broadcast)
302 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_3x16__avx2_broadcast)
303 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_4x16__avx2_broadcast)
304 DECLARE_F16_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_f16_igemm_minmax_ukernel_5x16__avx2_broadcast)
305 
306 
307 #define DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(fn_name) \
308   XNN_INTERNAL void fn_name(                               \
309       size_t mr,                                           \
310       size_t nr,                                           \
311       size_t kc,                                           \
312       size_t ks,                                           \
313       const uint8_t** a,                                   \
314       const void* w,                                       \
315       uint8_t* c,                                          \
316       size_t cm_stride,                                    \
317       size_t cn_stride,                                    \
318       size_t a_offset,                                     \
319       const uint8_t* zero,                                 \
320       const union xnn_qu8_conv_minmax_params* params);
321 
322 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane)
323 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane)
324 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane)
325 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__neon_mlal_lane)
326 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane)
327 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane)
328 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane)
329 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane)
330 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane)
331 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane)
332 
333 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x8__neon_mlal_lane)
334 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x8__neon_mlal_lane)
335 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x16__neon_mlal_lane)
336 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x16__neon_mlal_lane)
337 
338 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane)
339 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane)
340 
341 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53)
342 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53)
343 
344 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_ld64)
345 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_ld64)
346 
347 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75)
348 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a75)
349 
350 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_cortex_a55)
351 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x8c4__aarch64_neondot_ld128)
352 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55)
353 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128)
354 
355 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_1x8c4__neondot)
356 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_2x8c4__neondot)
357 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_3x8c4__neondot)
358 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x8c4__neondot)
359 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_5x8c4__neondot)
360 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_6x8c4__neondot)
361 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_8x8c4__neondot)
362 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_1x16c4__neondot)
363 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_2x16c4__neondot)
364 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_3x16c4__neondot)
365 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x16c4__neondot)
366 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_5x16c4__neondot)
367 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_6x16c4__neondot)
368 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_8x16c4__neondot)
369 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_1x32c4__neondot)
370 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_2x32c4__neondot)
371 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_3x32c4__neondot)
372 
373 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_cortex_a55)
374 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld128)
375 
376 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x16c4__neondot)
377 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x16c4__neondot)
378 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x16c4__neondot)
379 
380 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64)
381 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64)
382 
383 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__sse2_ld64)
384 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__sse2_ld64)
385 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__sse2_ld64)
386 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__sse2_ld64)
387 
388 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__sse41_ld64)
389 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__sse41_ld64)
390 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__sse41_ld64)
391 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__sse41_ld64)
392 
393 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__avx_ld64)
394 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__avx_ld64)
395 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__avx_ld64)
396 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__avx_ld64)
397 
398 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__xop_ld64)
399 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__xop_ld64)
400 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__xop_ld64)
401 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__xop_ld64)
402 
403 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__sse2_ld128)
404 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__sse2_ld128)
405 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__sse2_ld128)
406 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__sse2_ld128)
407 
408 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__sse41_ld128)
409 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__sse41_ld128)
410 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__sse41_ld128)
411 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__sse41_ld128)
412 
413 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__avx_ld128)
414 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__avx_ld128)
415 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__avx_ld128)
416 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__avx_ld128)
417 
418 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__xop_ld128)
419 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__xop_ld128)
420 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__xop_ld128)
421 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__xop_ld128)
422 
423 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__sse2_ld64)
424 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__sse2_ld64)
425 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld64)
426 
427 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__sse41_ld64)
428 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__sse41_ld64)
429 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld64)
430 
431 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__avx_ld64)
432 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__avx_ld64)
433 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__avx_ld64)
434 
435 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__xop_ld64)
436 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__xop_ld64)
437 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__xop_ld64)
438 
439 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__sse2_ld128)
440 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__sse2_ld128)
441 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld128)
442 
443 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__sse41_ld128)
444 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__sse41_ld128)
445 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld128)
446 
447 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__avx_ld128)
448 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__avx_ld128)
449 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__avx_ld128)
450 
451 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__xop_ld128)
452 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__xop_ld128)
453 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__xop_ld128)
454 
455 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x8c8__avx2)
456 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x8c8__avx2)
457 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x8c8__avx2)
458 
459 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x16c8__avx512skx)
460 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x16c8__avx512skx)
461 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x16c8__avx512skx)
462 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x16c8__avx512skx)
463 
464 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64)
465 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld64)
466 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld64)
467 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld64)
468 
469 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld128)
470 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld128)
471 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld128)
472 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld128)
473 
474 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64)
475 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64)
476 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64)
477 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64)
478 
479 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128)
480 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128)
481 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128)
482 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128)
483 
484 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld64)
485 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld64)
486 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64)
487 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld64)
488 
489 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld128)
490 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld128)
491 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld128)
492 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld128)
493 
494 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul32_ld64)
495 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_mul32_ld64)
496 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul32_ld64)
497 
498 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul32_ld128)
499 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_mul32_ld128)
500 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul32_ld128)
501 
502 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x2__wasm_fmagic)
503 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x2__wasm_fmagic)
504 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x2__wasm_fmagic)
505 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x2__wasm_fmagic)
506 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4__wasm_fmagic)
507 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4__wasm_fmagic)
508 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4__wasm_fmagic)
509 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4__wasm_fmagic)
510 
511 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x2__scalar_fmagic)
512 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x2__scalar_fmagic)
513 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x2__scalar_fmagic)
514 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x2__scalar_fmagic)
515 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4__scalar_fmagic)
516 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4__scalar_fmagic)
517 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4__scalar_fmagic)
518 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4__scalar_fmagic)
519 
520 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x2__scalar_imagic)
521 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x2__scalar_imagic)
522 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x2__scalar_imagic)
523 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x2__scalar_imagic)
524 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4__scalar_imagic)
525 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4__scalar_imagic)
526 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4__scalar_imagic)
527 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4__scalar_imagic)
528 
529 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x2__scalar_lrintf)
530 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x2__scalar_lrintf)
531 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x2__scalar_lrintf)
532 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x2__scalar_lrintf)
533 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_1x4__scalar_lrintf)
534 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_2x4__scalar_lrintf)
535 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_3x4__scalar_lrintf)
536 DECLARE_QU8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qu8_igemm_minmax_fp32_ukernel_4x4__scalar_lrintf)
537 
538 
539 #define DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(fn_name) \
540   XNN_INTERNAL void fn_name(                               \
541       size_t mr,                                           \
542       size_t nr,                                           \
543       size_t kc,                                           \
544       size_t ks,                                           \
545       const int8_t** a,                                    \
546       const void* w,                                       \
547       int8_t* c,                                           \
548       size_t cm_stride,                                    \
549       size_t cn_stride,                                    \
550       size_t a_offset,                                     \
551       const int8_t* zero,                                  \
552       const union xnn_qs8_conv_minmax_params* params);
553 
554 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane)
555 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane)
556 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane)
557 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__neon_mlal_lane)
558 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane)
559 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane)
560 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane)
561 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane)
562 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane)
563 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane)
564 
565 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x16__neon_mlal_lane)
566 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16__neon_mlal_lane)
567 
568 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane)
569 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane)
570 
571 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane_prfm)
572 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8__neon_mlal_lane_prfm)
573 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8__neon_mlal_lane_prfm)
574 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__neon_mlal_lane_prfm)
575 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8__neon_mlal_lane_prfm)
576 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane_prfm)
577 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mlal_lane_prfm)
578 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16__neon_mlal_lane_prfm)
579 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane_prfm)
580 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16__neon_mlal_lane_prfm)
581 
582 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mull_addw_dup)
583 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8__neon_mull_addw_dup)
584 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8__neon_mull_addw_dup)
585 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__neon_mull_addw_dup)
586 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16__neon_mull_addw_dup)
587 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16__neon_mull_addw_dup)
588 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16__neon_mull_addw_dup)
589 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__neon_mull_addw_dup)
590 
591 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_dup)
592 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_dup)
593 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mull_dup)
594 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_dup)
595 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mull_dup)
596 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_dup)
597 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c4__neon_mull_dup)
598 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__neon_mull_dup)
599 
600 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c4__neon_mlal_dup)
601 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c4__neon_mlal_dup)
602 
603 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_dup)
604 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_dup)
605 
606 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_dup)
607 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_dup)
608 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_dup)
609 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mlal_dup)
610 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_dup)
611 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mlal_dup)
612 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c4__neon_mlal_dup)
613 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__neon_mlal_dup)
614 
615 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld1r)
616 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld1r)
617 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mull_ld1r)
618 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_ld1r)
619 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mull_ld1r)
620 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_ld1r)
621 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c4__neon_mull_ld1r)
622 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__neon_mull_ld1r)
623 
624 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld1r)
625 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld1r)
626 
627 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld1r)
628 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld1r)
629 
630 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld1r)
631 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld1r)
632 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_ld1r)
633 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mlal_ld1r)
634 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_ld1r)
635 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mlal_ld1r)
636 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c4__neon_mlal_ld1r)
637 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__neon_mlal_ld1r)
638 
639 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mull_ld2r)
640 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mull_ld2r)
641 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mull_ld2r)
642 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mull_ld2r)
643 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mull_ld2r)
644 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mull_ld2r)
645 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c4__neon_mull_ld2r)
646 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__neon_mull_ld2r)
647 
648 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld2r)
649 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld2r)
650 
651 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld2r)
652 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld2r)
653 
654 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neon_mlal_ld2r)
655 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4__neon_mlal_ld2r)
656 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4__neon_mlal_ld2r)
657 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neon_mlal_ld2r)
658 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neon_mlal_ld2r)
659 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4__neon_mlal_ld2r)
660 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c4__neon_mlal_ld2r)
661 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__neon_mlal_ld2r)
662 
663 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mull)
664 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mull)
665 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4s2__neon_mull)
666 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4s2__neon_mull)
667 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mull)
668 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4s2__neon_mull)
669 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c4s2__neon_mull)
670 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mull)
671 
672 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c4s2__neon_mlal)
673 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c4s2__neon_mlal)
674 
675 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c4s2__neonv8_mlal)
676 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c4s2__neonv8_mlal)
677 
678 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4s2__neon_mlal)
679 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c4s2__neon_mlal)
680 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c4s2__neon_mlal)
681 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4s2__neon_mlal)
682 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4s2__neon_mlal)
683 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c4s2__neon_mlal)
684 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c4s2__neon_mlal)
685 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4s2__neon_mlal)
686 
687 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_dup)
688 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_dup)
689 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_dup)
690 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_dup)
691 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mull_dup)
692 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_dup)
693 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2__neon_mull_dup)
694 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2__neon_mull_dup)
695 
696 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_dup)
697 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_dup)
698 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_dup)
699 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_dup)
700 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_dup)
701 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mlal_dup)
702 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2__neon_mlal_dup)
703 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2__neon_mlal_dup)
704 
705 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2__neon_mlal_dup)
706 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2__neon_mlal_dup)
707 
708 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_dup)
709 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_dup)
710 
711 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld1r)
712 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld1r)
713 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld1r)
714 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld1r)
715 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mull_ld1r)
716 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_ld1r)
717 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2__neon_mull_ld1r)
718 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2__neon_mull_ld1r)
719 
720 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld1r)
721 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld1r)
722 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld1r)
723 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld1r)
724 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_ld1r)
725 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mlal_ld1r)
726 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2__neon_mlal_ld1r)
727 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2__neon_mlal_ld1r)
728 
729 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld1r)
730 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld1r)
731 
732 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld1r)
733 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld1r)
734 
735 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld2r)
736 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld2r)
737 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld2r)
738 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld2r)
739 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mull_ld2r)
740 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_ld2r)
741 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2__neon_mull_ld2r)
742 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2__neon_mull_ld2r)
743 
744 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld2r)
745 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld2r)
746 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld2r)
747 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld2r)
748 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_ld2r)
749 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mlal_ld2r)
750 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2__neon_mlal_ld2r)
751 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2__neon_mlal_ld2r)
752 
753 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld2r)
754 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld2r)
755 
756 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld2r)
757 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld2r)
758 
759 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mull_ld4r)
760 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mull_ld4r)
761 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mull_ld4r)
762 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mull_ld4r)
763 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mull_ld4r)
764 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mull_ld4r)
765 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2__neon_mull_ld4r)
766 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2__neon_mull_ld4r)
767 
768 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2__neon_mlal_ld4r)
769 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2__neon_mlal_ld4r)
770 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2__neon_mlal_ld4r)
771 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2__neon_mlal_ld4r)
772 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2__neon_mlal_ld4r)
773 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2__neon_mlal_ld4r)
774 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2__neon_mlal_ld4r)
775 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2__neon_mlal_ld4r)
776 
777 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld4r)
778 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld4r)
779 
780 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld4r)
781 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld4r)
782 
783 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mull)
784 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mull)
785 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2s4__neon_mull)
786 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2s4__neon_mull)
787 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mull)
788 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2s4__neon_mull)
789 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2s4__neon_mull)
790 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mull)
791 
792 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal)
793 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mlal)
794 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c2s4__neon_mlal)
795 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c2s4__neon_mlal)
796 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c2s4__neon_mlal)
797 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c2s4__neon_mlal)
798 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c2s4__neon_mlal)
799 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c2s4__neon_mlal)
800 
801 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2s4__neon_mlal)
802 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2s4__neon_mlal)
803 
804 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal)
805 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal)
806 
807 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__neon_mull)
808 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__neon_mull)
809 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mull)
810 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c8__neon_mull)
811 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mull)
812 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mull)
813 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c8__neon_mull)
814 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mull)
815 
816 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c8__neon_mlal)
817 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c8__neon_mlal)
818 
819 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c8__neonv8_mlal)
820 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c8__neonv8_mlal)
821 
822 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__neon_mlal)
823 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__neon_mlal)
824 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c8__neon_mlal)
825 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c8__neon_mlal)
826 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c8__neon_mlal)
827 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c8__neon_mlal)
828 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c8__neon_mlal)
829 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c8__neon_mlal)
830 
831 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c16__neon_mlal)
832 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c16__neon_mlal)
833 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x8c16__neon_mlal)
834 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c16__neon_mlal)
835 
836 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c16__neon_mlal)
837 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x16c16__neon_mlal)
838 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_3x16c16__neon_mlal)
839 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c16__neon_mlal)
840 
841 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c4__neondot)
842 
843 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neondot)
844 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neondot)
845 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_6x8c4__neondot)
846 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_8x8c4__neondot)
847 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neondot)
848 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__neondot)
849 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_6x16c4__neondot)
850 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_8x16c4__neondot)
851 
852 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal)
853 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal_prfm)
854 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal_cortex_a53)
855 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal_prfm_cortex_a53)
856 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal)
857 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal_prfm)
858 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal_cortex_a53)
859 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal_prfm_cortex_a53)
860 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c16__aarch64_neon_mlal)
861 
862 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal)
863 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_prfm)
864 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_cortex_a53)
865 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_prfm_cortex_a53)
866 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal)
867 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_prfm)
868 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_cortex_a53)
869 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_prfm_cortex_a53)
870 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c16__aarch64_neon_mlal)
871 
872 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53)
873 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53)
874 
875 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53)
876 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53)
877 
878 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_ld64)
879 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch64_neon_mlal_lane_prfm_ld64)
880 
881 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_ld64)
882 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_ld64)
883 
884 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_ld64)
885 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_prfm_ld64)
886 
887 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64)
888 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128)
889 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55)
890 
891 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld64)
892 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld128)
893 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_cortex_a55)
894 
895 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__aarch32_neondot_ld64)
896 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__aarch32_neondot_cortex_a55)
897 
898 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64)
899 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64)
900 
901 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__sse2_ld64)
902 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__sse2_ld64)
903 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__sse2_ld64)
904 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__sse2_ld64)
905 
906 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__sse41_ld64)
907 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__sse41_ld64)
908 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__sse41_ld64)
909 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__sse41_ld64)
910 
911 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__avx_ld64)
912 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__avx_ld64)
913 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__avx_ld64)
914 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__avx_ld64)
915 
916 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__xop_ld64)
917 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__xop_ld64)
918 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__xop_ld64)
919 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__xop_ld64)
920 
921 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__sse2_ld128)
922 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__sse2_ld128)
923 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__sse2_ld128)
924 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__sse2_ld128)
925 
926 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__sse41_ld128)
927 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__sse41_ld128)
928 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__sse41_ld128)
929 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__sse41_ld128)
930 
931 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__avx_ld128)
932 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__avx_ld128)
933 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__avx_ld128)
934 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__avx_ld128)
935 
936 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__xop_ld128)
937 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__xop_ld128)
938 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__xop_ld128)
939 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__xop_ld128)
940 
941 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__sse2_ld64)
942 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__sse2_ld64)
943 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld64)
944 
945 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__ssse3_ld64)
946 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__ssse3_ld64)
947 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__ssse3_ld64)
948 
949 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__sse41_ld64)
950 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__sse41_ld64)
951 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld64)
952 
953 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__avx_ld64)
954 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__avx_ld64)
955 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__avx_ld64)
956 
957 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__xop_ld64)
958 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__xop_ld64)
959 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__xop_ld64)
960 
961 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__sse2_ld128)
962 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__sse2_ld128)
963 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld128)
964 
965 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__ssse3_ld128)
966 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__ssse3_ld128)
967 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__ssse3_ld128)
968 
969 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__sse41_ld128)
970 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__sse41_ld128)
971 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld128)
972 
973 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__avx_ld128)
974 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__avx_ld128)
975 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__avx_ld128)
976 
977 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__xop_ld128)
978 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__xop_ld128)
979 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__xop_ld128)
980 
981 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x8c8__avx2)
982 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x8c8__avx2)
983 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x8c8__avx2)
984 
985 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x16c8__avx512skx)
986 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x16c8__avx512skx)
987 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x16c8__avx512skx)
988 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x16c8__avx512skx)
989 
990 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64)
991 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld64)
992 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld64)
993 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld64)
994 
995 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld128)
996 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld128)
997 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld128)
998 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld128)
999 
1000 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64)
1001 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64)
1002 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64)
1003 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64)
1004 
1005 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128)
1006 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128)
1007 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128)
1008 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128)
1009 
1010 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld64)
1011 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld64)
1012 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64)
1013 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld64)
1014 
1015 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld128)
1016 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld128)
1017 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld128)
1018 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld128)
1019 
1020 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul16_ld64)
1021 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_mul16_ld64)
1022 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul16_ld64)
1023 
1024 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul16_ld128)
1025 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_mul16_ld128)
1026 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul16_ld128)
1027 
1028 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x2__wasm_fmagic)
1029 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x2__wasm_fmagic)
1030 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x2__wasm_fmagic)
1031 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x2__wasm_fmagic)
1032 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4__wasm_fmagic)
1033 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4__wasm_fmagic)
1034 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4__wasm_fmagic)
1035 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4__wasm_fmagic)
1036 
1037 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x2__scalar_fmagic)
1038 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x2__scalar_fmagic)
1039 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x2__scalar_fmagic)
1040 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x2__scalar_fmagic)
1041 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4__scalar_fmagic)
1042 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4__scalar_fmagic)
1043 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4__scalar_fmagic)
1044 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4__scalar_fmagic)
1045 
1046 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x2__scalar_imagic)
1047 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x2__scalar_imagic)
1048 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x2__scalar_imagic)
1049 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x2__scalar_imagic)
1050 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4__scalar_imagic)
1051 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4__scalar_imagic)
1052 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4__scalar_imagic)
1053 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4__scalar_imagic)
1054 
1055 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x2__scalar_lrintf)
1056 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x2__scalar_lrintf)
1057 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x2__scalar_lrintf)
1058 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x2__scalar_lrintf)
1059 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_1x4__scalar_lrintf)
1060 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_2x4__scalar_lrintf)
1061 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_3x4__scalar_lrintf)
1062 DECLARE_QS8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qs8_igemm_minmax_fp32_ukernel_4x4__scalar_lrintf)
1063 
1064 
1065 #define DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(fn_name) \
1066   XNN_INTERNAL void fn_name(                               \
1067       size_t mr,                                           \
1068       size_t nr,                                           \
1069       size_t kc,                                           \
1070       size_t ks,                                           \
1071       const int8_t** a,                                    \
1072       const void* w,                                       \
1073       int8_t* c,                                           \
1074       size_t cm_stride,                                    \
1075       size_t cn_stride,                                    \
1076       size_t a_offset,                                     \
1077       const int8_t* zero,                                  \
1078       const union xnn_qs8_minmax_params* params);
1079 
1080 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neon_mlal_lane)
1081 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8__neon_mlal_lane)
1082 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x8__neon_mlal_lane)
1083 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8__neon_mlal_lane)
1084 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x8__neon_mlal_lane)
1085 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x16__neon_mlal_lane)
1086 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x16__neon_mlal_lane)
1087 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x16__neon_mlal_lane)
1088 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16__neon_mlal_lane)
1089 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x16__neon_mlal_lane)
1090 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neon_mlal_lane_prfm)
1091 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8__neon_mlal_lane_prfm)
1092 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x8__neon_mlal_lane_prfm)
1093 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8__neon_mlal_lane_prfm)
1094 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x8__neon_mlal_lane_prfm)
1095 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x16__neon_mlal_lane_prfm)
1096 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x16__neon_mlal_lane_prfm)
1097 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x16__neon_mlal_lane_prfm)
1098 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16__neon_mlal_lane_prfm)
1099 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x16__neon_mlal_lane_prfm)
1100 
1101 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane)
1102 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8__neonv8_mlal_lane)
1103 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x8__neonv8_mlal_lane)
1104 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8__neonv8_mlal_lane)
1105 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x8__neonv8_mlal_lane)
1106 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane)
1107 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x16__neonv8_mlal_lane)
1108 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x16__neonv8_mlal_lane)
1109 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane)
1110 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x16__neonv8_mlal_lane)
1111 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane_prfm)
1112 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8__neonv8_mlal_lane_prfm)
1113 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x8__neonv8_mlal_lane_prfm)
1114 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8__neonv8_mlal_lane_prfm)
1115 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x8__neonv8_mlal_lane_prfm)
1116 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane_prfm)
1117 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x16__neonv8_mlal_lane_prfm)
1118 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x16__neonv8_mlal_lane_prfm)
1119 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16__neonv8_mlal_lane_prfm)
1120 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x16__neonv8_mlal_lane_prfm)
1121 
1122 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neon_mlal_dup)
1123 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c4__neon_mlal_dup)
1124 
1125 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_dup)
1126 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_dup)
1127 
1128 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld1r)
1129 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld1r)
1130 
1131 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld1r)
1132 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld1r)
1133 
1134 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neon_mlal_ld2r)
1135 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c4__neon_mlal_ld2r)
1136 
1137 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neonv8_mlal_ld2r)
1138 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c4__neonv8_mlal_ld2r)
1139 
1140 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4s2__neon_mlal)
1141 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c4s2__neon_mlal)
1142 
1143 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4s2__neonv8_mlal)
1144 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c4s2__neonv8_mlal)
1145 
1146 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2__neon_mlal_dup)
1147 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2__neon_mlal_dup)
1148 
1149 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_dup)
1150 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_dup)
1151 
1152 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld1r)
1153 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld1r)
1154 
1155 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld1r)
1156 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld1r)
1157 
1158 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld2r)
1159 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld2r)
1160 
1161 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld2r)
1162 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld2r)
1163 
1164 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2__neon_mlal_ld4r)
1165 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2__neon_mlal_ld4r)
1166 
1167 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2__neonv8_mlal_ld4r)
1168 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2__neonv8_mlal_ld4r)
1169 
1170 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2s4__neon_mlal)
1171 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2s4__neon_mlal)
1172 
1173 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal)
1174 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal)
1175 
1176 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__neon_mlal)
1177 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__neon_mlal)
1178 
1179 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__neonv8_mlal)
1180 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__neonv8_mlal)
1181 
1182 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neondot)
1183 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8c4__neondot)
1184 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x8c4__neondot)
1185 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_8x8c4__neondot)
1186 
1187 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x16c4__neondot)
1188 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__neondot)
1189 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_6x16c4__neondot)
1190 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_8x16c4__neondot)
1191 
1192 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal)
1193 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_prfm)
1194 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_cortex_a53)
1195 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_prfm_cortex_a53)
1196 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal)
1197 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_prfm)
1198 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_cortex_a53)
1199 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_prfm_cortex_a53)
1200 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c16__aarch64_neon_mlal)
1201 
1202 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53)
1203 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53)
1204 
1205 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_ld64)
1206 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_prfm_ld64)
1207 
1208 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld64)
1209 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld128)
1210 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_cortex_a55)
1211 
1212 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8c4__aarch32_neondot_ld64)
1213 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8c4__aarch32_neondot_cortex_a55)
1214 
1215 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neon_mlal_lane_ld64)
1216 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64)
1217 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_ld64)
1218 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_prfm_ld64)
1219 
1220 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__sse2_ld64)
1221 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__sse2_ld64)
1222 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__sse2_ld64)
1223 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__sse2_ld64)
1224 
1225 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__sse41_ld64)
1226 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__sse41_ld64)
1227 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__sse41_ld64)
1228 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__sse41_ld64)
1229 
1230 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__avx_ld64)
1231 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__avx_ld64)
1232 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__avx_ld64)
1233 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__avx_ld64)
1234 
1235 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__xop_ld64)
1236 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__xop_ld64)
1237 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__xop_ld64)
1238 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__xop_ld64)
1239 
1240 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__sse2_ld128)
1241 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__sse2_ld128)
1242 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__sse2_ld128)
1243 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__sse2_ld128)
1244 
1245 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__sse41_ld128)
1246 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__sse41_ld128)
1247 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__sse41_ld128)
1248 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__sse41_ld128)
1249 
1250 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__avx_ld128)
1251 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__avx_ld128)
1252 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__avx_ld128)
1253 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__avx_ld128)
1254 
1255 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__xop_ld128)
1256 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__xop_ld128)
1257 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__xop_ld128)
1258 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__xop_ld128)
1259 
1260 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__sse2_ld64)
1261 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__sse2_ld64)
1262 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld64)
1263 
1264 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__sse41_ld64)
1265 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__sse41_ld64)
1266 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld64)
1267 
1268 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__avx_ld64)
1269 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__avx_ld64)
1270 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__avx_ld64)
1271 
1272 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__xop_ld64)
1273 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__xop_ld64)
1274 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__xop_ld64)
1275 
1276 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__sse2_ld128)
1277 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__sse2_ld128)
1278 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld128)
1279 
1280 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__sse41_ld128)
1281 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__sse41_ld128)
1282 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld128)
1283 
1284 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__avx_ld128)
1285 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__avx_ld128)
1286 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__avx_ld128)
1287 
1288 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__xop_ld128)
1289 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__xop_ld128)
1290 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__xop_ld128)
1291 
1292 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__avx2)
1293 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__avx2)
1294 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x8c8__avx2)
1295 
1296 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x16c8__avx512skx)
1297 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x16c8__avx512skx)
1298 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x16c8__avx512skx)
1299 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x16c8__avx512skx)
1300 
1301 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld64)
1302 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld64)
1303 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld64)
1304 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld64)
1305 
1306 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2__wasmsimd_dot16x2_ld128)
1307 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2__wasmsimd_dot16x2_ld128)
1308 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2__wasmsimd_dot16x2_ld128)
1309 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2__wasmsimd_dot16x2_ld128)
1310 
1311 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld64)
1312 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld64)
1313 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld64)
1314 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld64)
1315 
1316 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128)
1317 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c2s4__wasmsimd_dot16x2_ld128)
1318 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c2s4__wasmsimd_dot16x2_ld128)
1319 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128)
1320 
1321 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld64)
1322 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld64)
1323 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld64)
1324 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld64)
1325 
1326 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_dot16x2_ld128)
1327 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_dot16x2_ld128)
1328 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_dot16x2_ld128)
1329 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4c8__wasmsimd_dot16x2_ld128)
1330 
1331 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul16_ld64)
1332 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_mul16_ld64)
1333 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul16_ld64)
1334 
1335 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul16_ld128)
1336 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__wasmsimd_mul16_ld128)
1337 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul16_ld128)
1338 
1339 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x2__wasm_fmagic)
1340 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x2__wasm_fmagic)
1341 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x2__wasm_fmagic)
1342 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x2__wasm_fmagic)
1343 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4__wasm_fmagic)
1344 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4__wasm_fmagic)
1345 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4__wasm_fmagic)
1346 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4__wasm_fmagic)
1347 
1348 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x2__scalar_fmagic)
1349 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x2__scalar_fmagic)
1350 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x2__scalar_fmagic)
1351 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x2__scalar_fmagic)
1352 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4__scalar_fmagic)
1353 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4__scalar_fmagic)
1354 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4__scalar_fmagic)
1355 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4__scalar_fmagic)
1356 
1357 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x2__scalar_imagic)
1358 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x2__scalar_imagic)
1359 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x2__scalar_imagic)
1360 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x2__scalar_imagic)
1361 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4__scalar_imagic)
1362 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4__scalar_imagic)
1363 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4__scalar_imagic)
1364 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4__scalar_imagic)
1365 
1366 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x2__scalar_lrintf)
1367 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x2__scalar_lrintf)
1368 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x2__scalar_lrintf)
1369 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x2__scalar_lrintf)
1370 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_1x4__scalar_lrintf)
1371 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_2x4__scalar_lrintf)
1372 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_3x4__scalar_lrintf)
1373 DECLARE_QC8_IGEMM_MINMAX_UKERNEL_FUNCTION(xnn_qc8_igemm_minmax_fp32_ukernel_4x4__scalar_lrintf)
1374 
1375 #define DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(fn_name) \
1376   XNN_INTERNAL enum xnn_status fn_name(                  \
1377       struct xnn_code_buffer* code,                      \
1378       size_t nc,                                         \
1379       size_t kc,                                         \
1380       size_t ks,                                         \
1381       const void* params);
1382 
1383 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_4x8__aarch32_neon_cortex_a53)
1384 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_4x8__aarch32_neon_cortex_a55)
1385 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_4x8__aarch32_neon_cortex_a7)
1386 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_4x8__aarch32_neon_cortex_a75)
1387 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_4x8__aarch32_neon_ld64)
1388 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_4x8__aarch32_neon_prfm_cortex_a75)
1389 
1390 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_qs8_igemm_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64)
1391 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_qs8_igemm_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64)
1392 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_qs8_igemm_rndnu_ukernel_4x8c4__aarch32_neondot_ld64)
1393 
1394 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_qc8_igemm_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_ld64)
1395 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_qc8_igemm_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_prfm_ld64)
1396 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_qc8_igemm_fp32_ukernel_4x8c4__aarch32_neondot_ld64)
1397 
1398 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_1x8__aarch64_neonfma_cortex_a75)
1399 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75)
1400 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_6x8__aarch64_neonfma_cortex_a75)
1401 DECLARE_GENERATE_IGEMM_UKERNEL_FUNCTION(xnn_generate_f32_igemm_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75)
1402 
1403 #undef DECLARE_GENERATE_F32_IGEMM_UKERNEL_FUNCTION
1404 
1405 #ifdef __cplusplus
1406 }  // extern "C"
1407 #endif
1408