XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 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 | |
Marat Dukhan | 0184901 | 2020-04-27 19:28:32 -0700 | [diff] [blame] | 9 | #include <math.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 10 | #include <stdbool.h> |
| 11 | #include <stddef.h> |
| 12 | #include <stdint.h> |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 13 | #include <string.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 14 | |
Marat Dukhan | 57133c0 | 2020-04-13 00:54:59 -0700 | [diff] [blame] | 15 | #ifdef _WIN32 |
| 16 | #include <windows.h> |
| 17 | #else |
| 18 | #include <pthread.h> |
| 19 | #endif |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 20 | |
Marat Dukhan | 496389f | 2021-04-07 15:47:12 -0700 | [diff] [blame] | 21 | #ifdef _MSC_VER |
| 22 | #include <intrin.h> |
| 23 | #endif |
| 24 | |
Marat Dukhan | d343c22 | 2019-10-07 09:22:14 -0700 | [diff] [blame] | 25 | #ifndef __EMSCRIPTEN__ |
| 26 | #include <cpuinfo.h> |
| 27 | #endif |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 28 | |
| 29 | #include <xnnpack.h> |
Marat Dukhan | 496389f | 2021-04-07 15:47:12 -0700 | [diff] [blame] | 30 | #include <xnnpack/allocator.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 31 | #include <xnnpack/argmaxpool.h> |
| 32 | #include <xnnpack/avgpool.h> |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 33 | #include <xnnpack/common.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 34 | #include <xnnpack/conv.h> |
| 35 | #include <xnnpack/dwconv.h> |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 36 | #include <xnnpack/depthtospace.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 37 | #include <xnnpack/gavgpool.h> |
| 38 | #include <xnnpack/gemm.h> |
Marat Dukhan | 4662b19 | 2020-05-21 15:52:03 -0700 | [diff] [blame] | 39 | #include <xnnpack/fill.h> |
Marat Dukhan | 660fd19 | 2020-03-10 04:55:30 -0700 | [diff] [blame] | 40 | #include <xnnpack/ibilinear.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 41 | #include <xnnpack/igemm.h> |
| 42 | #include <xnnpack/log.h> |
| 43 | #include <xnnpack/lut.h> |
| 44 | #include <xnnpack/maxpool.h> |
| 45 | #include <xnnpack/pad.h> |
| 46 | #include <xnnpack/params.h> |
Marat Dukhan | c5a7a39 | 2021-05-21 16:04:31 -0700 | [diff] [blame] | 47 | #include <xnnpack/params-init.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 48 | #include <xnnpack/pavgpool.h> |
| 49 | #include <xnnpack/prelu.h> |
Marat Dukhan | 1edc454 | 2020-01-27 12:40:13 -0800 | [diff] [blame] | 50 | #include <xnnpack/raddstoreexpminusmax.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 51 | #include <xnnpack/rmax.h> |
| 52 | #include <xnnpack/spmm.h> |
| 53 | #include <xnnpack/unpool.h> |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 54 | #include <xnnpack/vaddsub.h> |
Marat Dukhan | 1e782c4 | 2019-11-21 17:02:40 -0800 | [diff] [blame] | 55 | #include <xnnpack/vbinary.h> |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 56 | #include <xnnpack/vcvt.h> |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 57 | #include <xnnpack/vmul.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 58 | #include <xnnpack/vmulcaddc.h> |
Marat Dukhan | 1e782c4 | 2019-11-21 17:02:40 -0800 | [diff] [blame] | 59 | #include <xnnpack/vunary.h> |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 60 | #include <xnnpack/zip.h> |
| 61 | |
| 62 | #ifndef XNN_ENABLE_ASSEMBLY |
| 63 | #define XNN_ENABLE_ASSEMBLY 1 |
| 64 | #endif |
| 65 | |
Zhi An Ng | 0db15d3 | 2021-12-10 16:45:06 -0800 | [diff] [blame] | 66 | #if XNN_PLATFORM_WINDOWS |
Marat Dukhan | 57133c0 | 2020-04-13 00:54:59 -0700 | [diff] [blame] | 67 | static INIT_ONCE init_guard = INIT_ONCE_STATIC_INIT; |
| 68 | #else |
| 69 | static pthread_once_t init_guard = PTHREAD_ONCE_INIT; |
| 70 | #endif |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 71 | |
Marat Dukhan | 496389f | 2021-04-07 15:47:12 -0700 | [diff] [blame] | 72 | static const struct xnn_allocator* volatile init_allocator = NULL; |
| 73 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 74 | struct xnn_parameters xnn_params = { |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 75 | .init_flags = 0 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 76 | }; |
| 77 | |
Marat Dukhan | 0184901 | 2020-04-27 19:28:32 -0700 | [diff] [blame] | 78 | static void init(void) { |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 79 | #if XNN_ARCH_WASM || XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Marat Dukhan | 0184901 | 2020-04-27 19:28:32 -0700 | [diff] [blame] | 80 | // Unlike most other architectures, on x86/x86-64 when floating-point instructions |
| 81 | // have no NaN arguments, but produce NaN output, the output NaN has sign bit set. |
| 82 | // We use it to distinguish x86/x86-64 from other architectures, by doing subtraction |
| 83 | // of two infinities (must produce NaN per IEEE 754 standard). |
| 84 | static const volatile float inf = INFINITY; |
| 85 | const bool is_wasm_x86 = signbit(inf - inf); |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 86 | #endif |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 87 | uint32_t init_flags = XNN_INIT_FLAG_XNNPACK; |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 88 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 89 | #if XNN_ARCH_ARM |
Frank Barchard | bcdb1c1 | 2020-05-11 14:13:20 -0700 | [diff] [blame] | 90 | #if XNN_PLATFORM_MOBILE |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 91 | if (!cpuinfo_has_arm_neon()) { |
| 92 | xnn_log_error("XNNPACK initialization failed: NEON is not supported"); |
| 93 | return; |
| 94 | } |
| 95 | #else |
| 96 | if (!cpuinfo_has_arm_vfpv2() && !cpuinfo_has_arm_vfpv3()) { |
| 97 | xnn_log_error("XNNPACK initialization failed: VFP is not supported"); |
| 98 | return; |
| 99 | } |
| 100 | #endif |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 101 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 102 | if (cpuinfo_has_arm_neon()) { |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 103 | /**************************** QC8 AArch32 micro-kernels ****************************/ |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 104 | #ifndef XNN_NO_QC8_OPERATORS |
| 105 | init_flags |= XNN_INIT_FLAG_QC8; |
| 106 | |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 107 | #if XNN_ENABLE_ASSEMBLY |
| 108 | if (!XNN_PLATFORM_IOS && cpuinfo_has_arm_neon_dot()) { |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 109 | switch (cpuinfo_get_uarch(0)->uarch) { |
| 110 | case cpuinfo_uarch_cortex_a55: |
| 111 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8c4__aarch32_neondot_cortex_a55); |
Frank Barchard | 6cc5b48 | 2022-01-26 17:01:41 -0800 | [diff] [blame] | 112 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8c4__aarch32_neondot_cortex_a55); |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 113 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c4__neondot); |
| 114 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neondot); |
| 115 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
| 116 | xnn_params.qc8.gemm.mr = 4; |
| 117 | xnn_params.qc8.gemm.nr = 8; |
| 118 | xnn_params.qc8.gemm.log2_kr = 2; |
| 119 | break; |
| 120 | default: |
| 121 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8c4__aarch32_neondot_ld64); |
| 122 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8c4__aarch32_neondot_ld64); |
| 123 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c4__neondot); |
| 124 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neondot); |
| 125 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
| 126 | xnn_params.qc8.gemm.mr = 4; |
| 127 | xnn_params.qc8.gemm.nr = 8; |
| 128 | xnn_params.qc8.gemm.log2_kr = 2; |
| 129 | break; |
| 130 | } |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 131 | } else { |
| 132 | switch (cpuinfo_get_uarch(0)->uarch) { |
Frank Barchard | 101271e | 2022-02-02 01:49:54 -0800 | [diff] [blame] | 133 | case cpuinfo_uarch_cortex_a7: |
Frank Barchard | 2991acf | 2022-02-02 20:34:57 -0800 | [diff] [blame] | 134 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7); |
Frank Barchard | 101271e | 2022-02-02 01:49:54 -0800 | [diff] [blame] | 135 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64); |
| 136 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane); |
| 137 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neon_mlal_lane); |
| 138 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neon_params; |
| 139 | xnn_params.qc8.gemm.mr = 4; |
| 140 | xnn_params.qc8.gemm.nr = 8; |
| 141 | break; |
Frank Barchard | 2991acf | 2022-02-02 20:34:57 -0800 | [diff] [blame] | 142 | case cpuinfo_uarch_cortex_a35: |
| 143 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7); |
| 144 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 145 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane); |
| 146 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neon_mlal_lane); |
| 147 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neon_params; |
| 148 | xnn_params.qc8.gemm.mr = 4; |
| 149 | xnn_params.qc8.gemm.nr = 8; |
| 150 | break; |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 151 | case cpuinfo_uarch_cortex_a53: |
Frank Barchard | 0455acf | 2022-02-02 00:51:40 -0800 | [diff] [blame] | 152 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_prfm_cortex_a53); |
| 153 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_prfm_ld64); |
| 154 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane); |
| 155 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane); |
| 156 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
| 157 | xnn_params.qc8.gemm.mr = 4; |
| 158 | xnn_params.qc8.gemm.nr = 8; |
| 159 | break; |
Frank Barchard | 101271e | 2022-02-02 01:49:54 -0800 | [diff] [blame] | 160 | case cpuinfo_uarch_cortex_a55r0: |
| 161 | case cpuinfo_uarch_kryo: |
| 162 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_cortex_a53); |
| 163 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_ld64); |
| 164 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane); |
| 165 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane); |
| 166 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
| 167 | xnn_params.qc8.gemm.mr = 4; |
| 168 | xnn_params.qc8.gemm.nr = 8; |
| 169 | break; |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 170 | case cpuinfo_uarch_cortex_a72: |
| 171 | case cpuinfo_uarch_exynos_m1: |
| 172 | case cpuinfo_uarch_exynos_m2: |
| 173 | case cpuinfo_uarch_exynos_m3: |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 174 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_prfm_ld64); |
| 175 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_prfm_ld64); |
| 176 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane); |
| 177 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane); |
| 178 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
| 179 | xnn_params.qc8.gemm.mr = 4; |
| 180 | xnn_params.qc8.gemm.nr = 8; |
| 181 | break; |
| 182 | |
| 183 | default: |
| 184 | if (cpuinfo_has_arm_neon_v8()) { |
| 185 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_ld64); |
| 186 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_ld64); |
| 187 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane); |
| 188 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane); |
| 189 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
| 190 | xnn_params.qc8.gemm.mr = 4; |
| 191 | xnn_params.qc8.gemm.nr = 8; |
| 192 | } else { |
Frank Barchard | d2e8d4d | 2022-01-14 17:18:53 -0800 | [diff] [blame] | 193 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 194 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 195 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8__neon_mlal_lane); |
| 196 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neon_mlal_lane); |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 197 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neon_params; |
Frank Barchard | d2e8d4d | 2022-01-14 17:18:53 -0800 | [diff] [blame] | 198 | xnn_params.qc8.gemm.mr = 4; |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 199 | xnn_params.qc8.gemm.nr = 8; |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 200 | } |
| 201 | break; |
| 202 | } |
| 203 | } |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 204 | #if XNN_MAX_UARCH_TYPES > 1 |
| 205 | { |
| 206 | /* Choose micro-kernels for little cores according to micro-kernel specification for the big core */ |
| 207 | const uint32_t mr = xnn_params.qc8.gemm.mr; |
| 208 | const uint32_t nr = xnn_params.qc8.gemm.nr; |
| 209 | const uint32_t log2_kr = xnn_params.qc8.gemm.log2_kr; |
| 210 | for (size_t i = 1; i < XNN_MAX_UARCH_TYPES; i++) { |
| 211 | const struct cpuinfo_uarch_info* uarch_info = cpuinfo_get_uarch(i); |
| 212 | if (uarch_info == NULL) { |
| 213 | /* No more microarchitectures in the system */ |
| 214 | break; |
| 215 | } |
| 216 | |
| 217 | switch (uarch_info->uarch) { |
| 218 | case cpuinfo_uarch_cortex_a55: |
| 219 | if (mr == 4 && nr == 8 && log2_kr == 2 && cpuinfo_has_arm_neon_dot()) { |
| 220 | xnn_params.qc8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8c4__aarch32_neondot_cortex_a55; |
Frank Barchard | 6cc5b48 | 2022-01-26 17:01:41 -0800 | [diff] [blame] | 221 | xnn_params.qc8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8c4__aarch32_neondot_cortex_a55; |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 222 | xnn_params.qc8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c4__neondot; |
| 223 | xnn_params.qc8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neondot; |
| 224 | } |
| 225 | break; |
| 226 | case cpuinfo_uarch_cortex_a53: |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 227 | if (mr == 4 && nr == 8 && log2_kr == 0) { |
Frank Barchard | 0455acf | 2022-02-02 00:51:40 -0800 | [diff] [blame] | 228 | xnn_params.qc8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_prfm_cortex_a53; |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 229 | xnn_params.qc8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_prfm_ld64; |
| 230 | xnn_params.qc8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane; |
| 231 | xnn_params.qc8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane; |
| 232 | } |
| 233 | break; |
Frank Barchard | 101271e | 2022-02-02 01:49:54 -0800 | [diff] [blame] | 234 | case cpuinfo_uarch_cortex_a55r0: |
| 235 | if (mr == 4 && nr == 8 && log2_kr == 0) { |
| 236 | xnn_params.qc8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_cortex_a53; |
| 237 | xnn_params.qc8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8__aarch32_neonv8_mlal_lane_ld64; |
| 238 | xnn_params.qc8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane; |
| 239 | xnn_params.qc8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8__neonv8_mlal_lane; |
| 240 | } |
| 241 | break; |
| 242 | |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 243 | default: |
| 244 | break; |
| 245 | } |
| 246 | } |
| 247 | } |
| 248 | #endif // XNN_MAX_UARCH_TYPES > 1 |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 249 | #else // XNN_ENABLE_ASSEMBLY |
| 250 | if (!XNN_PLATFORM_IOS && cpuinfo_has_arm_neon_dot()) { |
Frank Barchard | 70137e4 | 2021-12-28 15:40:18 -0800 | [diff] [blame] | 251 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x8c4__neondot); |
Frank Barchard | 70137e4 | 2021-12-28 15:40:18 -0800 | [diff] [blame] | 252 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x8c4__neondot); |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 253 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c4__neondot); |
Frank Barchard | 70137e4 | 2021-12-28 15:40:18 -0800 | [diff] [blame] | 254 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c4__neondot); |
| 255 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
| 256 | xnn_params.qc8.gemm.mr = 4; |
| 257 | xnn_params.qc8.gemm.nr = 8; |
| 258 | xnn_params.qc8.gemm.log2_kr = 2; |
Frank Barchard | f290a14 | 2022-01-05 01:08:37 -0800 | [diff] [blame] | 259 | } else if (cpuinfo_has_arm_v8()) { |
| 260 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal); |
| 261 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal); |
| 262 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal); |
| 263 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal); |
| 264 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
| 265 | xnn_params.qc8.gemm.mr = 2; |
| 266 | xnn_params.qc8.gemm.nr = 8; |
| 267 | xnn_params.qc8.gemm.log2_kr = 1; |
| 268 | xnn_params.qc8.gemm.log2_sr = 2; |
| 269 | } else { |
| 270 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x8c2s4__neon_mlal); |
| 271 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2s4__neon_mlal); |
| 272 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c2s4__neon_mlal); |
| 273 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2s4__neon_mlal); |
| 274 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neon_params; |
| 275 | xnn_params.qc8.gemm.mr = 2; |
| 276 | xnn_params.qc8.gemm.nr = 8; |
| 277 | xnn_params.qc8.gemm.log2_kr = 1; |
| 278 | xnn_params.qc8.gemm.log2_sr = 2; |
| 279 | } |
| 280 | #endif // XNN_ENABLE_ASSEMBLY |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 281 | |
Frank Barchard | 0bc5801 | 2021-11-22 18:12:05 -0800 | [diff] [blame] | 282 | if (cpuinfo_has_arm_neon_v8()) { |
| 283 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x9__neonv8_mla8_ld64; |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 284 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Frank Barchard | 0bc5801 | 2021-11-22 18:12:05 -0800 | [diff] [blame] | 285 | xnn_params.qc8.dwconv[0].channel_tile = 16; |
| 286 | xnn_params.qc8.dwconv[0].primary_tile = 9; |
| 287 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__neonv8_mla8_ld64; |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 288 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Frank Barchard | 0bc5801 | 2021-11-22 18:12:05 -0800 | [diff] [blame] | 289 | xnn_params.qc8.dwconv[1].channel_tile = 8; |
| 290 | xnn_params.qc8.dwconv[1].primary_tile = 25; |
| 291 | } else { |
| 292 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x9__neon_mla8_ld64; |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 293 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_neon_params; |
Frank Barchard | 0bc5801 | 2021-11-22 18:12:05 -0800 | [diff] [blame] | 294 | xnn_params.qc8.dwconv[0].channel_tile = 16; |
| 295 | xnn_params.qc8.dwconv[0].primary_tile = 9; |
| 296 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__neon_mla8_ld64; |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 297 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_neon_params; |
Frank Barchard | 0bc5801 | 2021-11-22 18:12:05 -0800 | [diff] [blame] | 298 | xnn_params.qc8.dwconv[1].channel_tile = 8; |
| 299 | xnn_params.qc8.dwconv[1].primary_tile = 25; |
| 300 | } |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 301 | #endif // XNN_NO_QC8_OPERATORS |
| 302 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 303 | /**************************** QS8 AArch32 micro-kernels ****************************/ |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 304 | #ifndef XNN_NO_QS8_OPERATORS |
| 305 | init_flags |= XNN_INIT_FLAG_QS8; |
| 306 | |
Frank Barchard | 9519816 | 2021-12-21 17:29:10 -0800 | [diff] [blame] | 307 | #if XNN_ENABLE_ASSEMBLY |
| 308 | if (!XNN_PLATFORM_IOS && cpuinfo_has_arm_neon_dot()) { |
Frank Barchard | 1228b3e | 2022-01-24 11:57:19 -0800 | [diff] [blame] | 309 | switch (cpuinfo_get_uarch(0)->uarch) { |
| 310 | case cpuinfo_uarch_cortex_a55: |
| 311 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8c4__aarch32_neondot_cortex_a55); |
Frank Barchard | 6cc5b48 | 2022-01-26 17:01:41 -0800 | [diff] [blame] | 312 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__aarch32_neondot_cortex_a55); |
Frank Barchard | 1228b3e | 2022-01-24 11:57:19 -0800 | [diff] [blame] | 313 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 314 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 315 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 316 | xnn_params.qs8.gemm.mr = 4; |
| 317 | xnn_params.qs8.gemm.nr = 8; |
| 318 | xnn_params.qs8.gemm.log2_kr = 2; |
| 319 | break; |
| 320 | default: |
| 321 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8c4__aarch32_neondot_ld64); |
| 322 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__aarch32_neondot_ld64); |
| 323 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 324 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 325 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 326 | xnn_params.qs8.gemm.mr = 4; |
| 327 | xnn_params.qs8.gemm.nr = 8; |
| 328 | xnn_params.qs8.gemm.log2_kr = 2; |
| 329 | break; |
| 330 | } |
Frank Barchard | 9519816 | 2021-12-21 17:29:10 -0800 | [diff] [blame] | 331 | } else { |
Frank Barchard | 1c852c9 | 2021-12-23 13:10:20 -0800 | [diff] [blame] | 332 | switch (cpuinfo_get_uarch(0)->uarch) { |
Frank Barchard | a312e9a | 2022-02-02 11:27:50 -0800 | [diff] [blame] | 333 | case cpuinfo_uarch_cortex_a7: |
Frank Barchard | 2991acf | 2022-02-02 20:34:57 -0800 | [diff] [blame] | 334 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7); |
| 335 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64); |
| 336 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 337 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 338 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 339 | xnn_params.qs8.gemm.mr = 4; |
| 340 | xnn_params.qs8.gemm.nr = 8; |
| 341 | break; |
| 342 | case cpuinfo_uarch_cortex_a35: |
| 343 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7); |
| 344 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 345 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 346 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 347 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 348 | xnn_params.qs8.gemm.mr = 4; |
| 349 | xnn_params.qs8.gemm.nr = 8; |
| 350 | break; |
Frank Barchard | 1c852c9 | 2021-12-23 13:10:20 -0800 | [diff] [blame] | 351 | case cpuinfo_uarch_cortex_a53: |
Frank Barchard | 77a3b5f | 2022-02-02 00:37:10 -0800 | [diff] [blame] | 352 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53); |
| 353 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64); |
| 354 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 355 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 356 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 357 | xnn_params.qs8.gemm.mr = 4; |
| 358 | xnn_params.qs8.gemm.nr = 8; |
| 359 | break; |
Frank Barchard | a312e9a | 2022-02-02 11:27:50 -0800 | [diff] [blame] | 360 | case cpuinfo_uarch_cortex_a55r0: |
| 361 | case cpuinfo_uarch_kryo: |
| 362 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53); |
| 363 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 364 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 365 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 366 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 367 | xnn_params.qs8.gemm.mr = 4; |
| 368 | xnn_params.qs8.gemm.nr = 8; |
| 369 | break; |
Frank Barchard | 1c852c9 | 2021-12-23 13:10:20 -0800 | [diff] [blame] | 370 | case cpuinfo_uarch_cortex_a72: |
| 371 | case cpuinfo_uarch_exynos_m1: |
| 372 | case cpuinfo_uarch_exynos_m2: |
| 373 | case cpuinfo_uarch_exynos_m3: |
Frank Barchard | 1c852c9 | 2021-12-23 13:10:20 -0800 | [diff] [blame] | 374 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64); |
| 375 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64); |
| 376 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 377 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 378 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 379 | xnn_params.qs8.gemm.mr = 4; |
| 380 | xnn_params.qs8.gemm.nr = 8; |
| 381 | break; |
| 382 | default: |
| 383 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 384 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 385 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 386 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 387 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 388 | xnn_params.qs8.gemm.mr = 4; |
| 389 | xnn_params.qs8.gemm.nr = 8; |
| 390 | break; |
| 391 | } |
Frank Barchard | 9519816 | 2021-12-21 17:29:10 -0800 | [diff] [blame] | 392 | } |
Frank Barchard | 364598a | 2022-01-24 20:39:26 -0800 | [diff] [blame] | 393 | #if XNN_MAX_UARCH_TYPES > 1 |
| 394 | { |
| 395 | /* Choose micro-kernels for little cores according to micro-kernel specification for the big core */ |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 396 | const uint32_t mr = xnn_params.qs8.gemm.mr; |
| 397 | const uint32_t nr = xnn_params.qs8.gemm.nr; |
| 398 | const uint32_t log2_kr = xnn_params.qs8.gemm.log2_kr; |
Frank Barchard | 364598a | 2022-01-24 20:39:26 -0800 | [diff] [blame] | 399 | for (size_t i = 1; i < XNN_MAX_UARCH_TYPES; i++) { |
| 400 | const struct cpuinfo_uarch_info* uarch_info = cpuinfo_get_uarch(i); |
| 401 | if (uarch_info == NULL) { |
| 402 | /* No more microarchitectures in the system */ |
| 403 | break; |
| 404 | } |
| 405 | |
| 406 | switch (uarch_info->uarch) { |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 407 | case cpuinfo_uarch_cortex_a55: |
| 408 | if (mr == 4 && nr == 8 && log2_kr == 2 && cpuinfo_has_arm_neon_dot()) { |
| 409 | xnn_params.qs8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8c4__aarch32_neondot_cortex_a55; |
Frank Barchard | 6cc5b48 | 2022-01-26 17:01:41 -0800 | [diff] [blame] | 410 | xnn_params.qs8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__aarch32_neondot_cortex_a55; |
Frank Barchard | ba5091f | 2022-01-25 13:31:26 -0800 | [diff] [blame] | 411 | xnn_params.qs8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c4__neondot; |
| 412 | xnn_params.qs8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neondot; |
| 413 | } |
| 414 | break; |
Frank Barchard | 364598a | 2022-01-24 20:39:26 -0800 | [diff] [blame] | 415 | case cpuinfo_uarch_cortex_a53: |
Frank Barchard | 364598a | 2022-01-24 20:39:26 -0800 | [diff] [blame] | 416 | if (mr == 4 && nr == 8 && log2_kr == 0) { |
Frank Barchard | 77a3b5f | 2022-02-02 00:37:10 -0800 | [diff] [blame] | 417 | xnn_params.qs8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53; |
Frank Barchard | 364598a | 2022-01-24 20:39:26 -0800 | [diff] [blame] | 418 | xnn_params.qs8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64; |
| 419 | xnn_params.qs8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane; |
| 420 | xnn_params.qs8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane; |
| 421 | } |
| 422 | break; |
Frank Barchard | a312e9a | 2022-02-02 11:27:50 -0800 | [diff] [blame] | 423 | case cpuinfo_uarch_cortex_a55r0: |
| 424 | if (mr == 4 && nr == 8 && log2_kr == 0) { |
| 425 | xnn_params.qs8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53; |
| 426 | xnn_params.qs8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64; |
| 427 | xnn_params.qs8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane; |
| 428 | xnn_params.qs8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane; |
| 429 | } |
| 430 | break; |
Frank Barchard | 364598a | 2022-01-24 20:39:26 -0800 | [diff] [blame] | 431 | default: |
| 432 | break; |
| 433 | } |
| 434 | } |
| 435 | } |
| 436 | #endif // XNN_MAX_UARCH_TYPES > 1 |
Frank Barchard | 9519816 | 2021-12-21 17:29:10 -0800 | [diff] [blame] | 437 | #else // XNN_ENABLE_ASSEMBLY |
| 438 | if (!XNN_PLATFORM_IOS && cpuinfo_has_arm_neon_dot()) { |
| 439 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x8c4__neondot); |
| 440 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x8c4__neondot); |
| 441 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 442 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 443 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 444 | xnn_params.qs8.gemm.mr = 4; |
| 445 | xnn_params.qs8.gemm.nr = 8; |
| 446 | xnn_params.qs8.gemm.log2_kr = 2; |
| 447 | } else { |
| 448 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_2x8c2s4__neon_mlal); |
| 449 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mlal); |
| 450 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal); |
| 451 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal); |
| 452 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 453 | xnn_params.qs8.gemm.mr = 2; |
| 454 | xnn_params.qs8.gemm.nr = 8; |
| 455 | xnn_params.qs8.gemm.log2_kr = 1; |
| 456 | xnn_params.qs8.gemm.log2_sr = 2; |
| 457 | } |
| 458 | #endif // XNN_ENABLE_ASSEMBLY |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 459 | |
Frank Barchard | 0d06573 | 2021-08-31 00:01:40 -0700 | [diff] [blame] | 460 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_rndnu_ukernel_up16x9__neon_mla8_ld64; |
Marat Dukhan | be18f5c | 2021-07-16 18:46:39 -0700 | [diff] [blame] | 461 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Frank Barchard | 0d06573 | 2021-08-31 00:01:40 -0700 | [diff] [blame] | 462 | xnn_params.qs8.dwconv[0].channel_tile = 16; |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 463 | xnn_params.qs8.dwconv[0].primary_tile = 9; |
Marat Dukhan | 5f2939f | 2021-07-23 13:38:32 -0700 | [diff] [blame] | 464 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_rndnu_ukernel_up8x25__neon_mla8_ld64; |
Marat Dukhan | be18f5c | 2021-07-16 18:46:39 -0700 | [diff] [blame] | 465 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 466 | xnn_params.qs8.dwconv[1].channel_tile = 8; |
| 467 | xnn_params.qs8.dwconv[1].primary_tile = 25; |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 468 | |
| 469 | xnn_params.qs8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 8575504 | 2022-01-13 01:46:05 -0800 | [diff] [blame] | 470 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qs8_gavgpool_minmax_rndnu_ukernel_7x__neon_c8, |
| 471 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qs8_gavgpool_minmax_rndnu_ukernel_7p7x__neon_c8, |
| 472 | .init.qs8 = xnn_init_qs8_avgpool_minmax_rndnu_neon_params, |
| 473 | .update.qs8 = xnn_update_qs8_avgpool_minmax_rndnu_neon_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 474 | .row_tile = 7, |
| 475 | .channel_tile = 8, |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 476 | }; |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 477 | |
| 478 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
Marat Dukhan | 01debd9 | 2021-07-29 18:14:21 -0700 | [diff] [blame] | 479 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__neon_ld64_x16, |
| 480 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__neon_ld64_x16, |
| 481 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__neon_ld64_x16, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 482 | .init.qs8_addsub = xnn_init_qs8_add_minmax_neon_params, |
Marat Dukhan | 01debd9 | 2021-07-29 18:14:21 -0700 | [diff] [blame] | 483 | .element_tile = 16, |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 484 | }; |
Marat Dukhan | 33a98fa | 2022-01-13 00:08:57 -0800 | [diff] [blame] | 485 | xnn_params.qs8.vmul = (struct vbinary_parameters) { |
| 486 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmul_minmax_rndnu_ukernel__neon_ld64_x16, |
| 487 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_rndnu_ukernel__neon_ld64_x16, |
| 488 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_rndnu_ukernel__neon_ld64_x16, |
| 489 | .init.qs8_mul = xnn_init_qs8_mul_minmax_rndnu_neon_params, |
| 490 | .element_tile = 16, |
| 491 | }; |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 492 | #endif // XNN_NO_QS8_OPERATORS |
| 493 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 494 | /*************************** QU8 AArch32 micro-kernels ***************************/ |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 495 | #ifndef XNN_NO_QU8_OPERATORS |
| 496 | init_flags |= XNN_INIT_FLAG_QU8; |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 497 | |
Frank Barchard | 1d5c616 | 2022-02-03 02:21:50 -0800 | [diff] [blame] | 498 | #if XNN_ENABLE_ASSEMBLY |
| 499 | if (!XNN_PLATFORM_IOS && cpuinfo_has_arm_neon_dot()) { |
| 500 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot); |
| 501 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8c4__neondot); |
| 502 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 503 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 504 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 505 | xnn_params.qu8.gemm.mr = 4; |
| 506 | xnn_params.qu8.gemm.nr = 8; |
| 507 | xnn_params.qu8.gemm.log2_kr = 2; |
| 508 | } else { |
| 509 | switch (cpuinfo_get_uarch(0)->uarch) { |
| 510 | case cpuinfo_uarch_cortex_a7: |
| 511 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a7); |
| 512 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64); |
| 513 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 514 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 515 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 516 | xnn_params.qu8.gemm.mr = 4; |
| 517 | xnn_params.qu8.gemm.nr = 8; |
| 518 | break; |
| 519 | case cpuinfo_uarch_cortex_a35: |
| 520 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a7); |
| 521 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 522 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 523 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 524 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 525 | xnn_params.qu8.gemm.mr = 4; |
| 526 | xnn_params.qu8.gemm.nr = 8; |
| 527 | break; |
| 528 | case cpuinfo_uarch_cortex_a53: |
| 529 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53); |
| 530 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64); |
| 531 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 532 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 533 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 534 | xnn_params.qu8.gemm.mr = 4; |
| 535 | xnn_params.qu8.gemm.nr = 8; |
| 536 | break; |
| 537 | case cpuinfo_uarch_cortex_a55r0: |
| 538 | case cpuinfo_uarch_kryo: |
| 539 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53); |
| 540 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 541 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 542 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 543 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 544 | xnn_params.qu8.gemm.mr = 4; |
| 545 | xnn_params.qu8.gemm.nr = 8; |
| 546 | break; |
| 547 | case cpuinfo_uarch_cortex_a72: |
| 548 | case cpuinfo_uarch_exynos_m1: |
| 549 | case cpuinfo_uarch_exynos_m2: |
| 550 | case cpuinfo_uarch_exynos_m3: |
| 551 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64); |
| 552 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64); |
| 553 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 554 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 555 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 556 | xnn_params.qu8.gemm.mr = 4; |
| 557 | xnn_params.qu8.gemm.nr = 8; |
| 558 | break; |
| 559 | default: |
| 560 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 561 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64); |
| 562 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 563 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane); |
| 564 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 565 | xnn_params.qu8.gemm.mr = 4; |
| 566 | xnn_params.qu8.gemm.nr = 8; |
| 567 | break; |
| 568 | } |
| 569 | } |
| 570 | #if XNN_MAX_UARCH_TYPES > 1 |
| 571 | { |
| 572 | /* Choose micro-kernels for little cores according to micro-kernel specification for the big core */ |
| 573 | const uint32_t mr = xnn_params.qu8.gemm.mr; |
| 574 | const uint32_t nr = xnn_params.qu8.gemm.nr; |
| 575 | const uint32_t log2_kr = xnn_params.qu8.gemm.log2_kr; |
| 576 | for (size_t i = 1; i < XNN_MAX_UARCH_TYPES; i++) { |
| 577 | const struct cpuinfo_uarch_info* uarch_info = cpuinfo_get_uarch(i); |
| 578 | if (uarch_info == NULL) { |
| 579 | /* No more microarchitectures in the system */ |
| 580 | break; |
| 581 | } |
| 582 | |
| 583 | switch (uarch_info->uarch) { |
| 584 | case cpuinfo_uarch_cortex_a53: |
| 585 | if (mr == 4 && nr == 8 && log2_kr == 0) { |
| 586 | xnn_params.qu8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_cortex_a53; |
| 587 | xnn_params.qu8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_prfm_ld64; |
| 588 | xnn_params.qu8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane; |
| 589 | xnn_params.qu8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane; |
| 590 | } |
| 591 | break; |
| 592 | case cpuinfo_uarch_cortex_a55r0: |
| 593 | if (mr == 4 && nr == 8 && log2_kr == 0) { |
| 594 | xnn_params.qu8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_cortex_a53; |
| 595 | xnn_params.qu8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8__aarch32_neon_mlal_lane_ld64; |
| 596 | xnn_params.qu8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane; |
| 597 | xnn_params.qu8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8__neon_mlal_lane; |
| 598 | } |
| 599 | break; |
| 600 | default: |
| 601 | break; |
| 602 | } |
| 603 | } |
| 604 | } |
| 605 | #endif // XNN_MAX_UARCH_TYPES > 1 |
| 606 | #else // XNN_ENABLE_ASSEMBLY |
| 607 | if (!XNN_PLATFORM_IOS && cpuinfo_has_arm_neon_dot()) { |
| 608 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x8c4__neondot); |
| 609 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x8c4__neondot); |
| 610 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 611 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8c4__neondot); |
| 612 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 613 | xnn_params.qu8.gemm.mr = 4; |
| 614 | xnn_params.qu8.gemm.nr = 8; |
| 615 | xnn_params.qu8.gemm.log2_kr = 2; |
| 616 | } else { |
| 617 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_2x8c2s4__neon_mlal); |
| 618 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mlal); |
| 619 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal); |
| 620 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal); |
| 621 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 622 | xnn_params.qu8.gemm.mr = 2; |
| 623 | xnn_params.qu8.gemm.nr = 8; |
| 624 | xnn_params.qu8.gemm.log2_kr = 1; |
| 625 | xnn_params.qu8.gemm.log2_sr = 2; |
| 626 | } |
| 627 | #endif // XNN_ENABLE_ASSEMBLY |
| 628 | |
Frank Barchard | 354cbc6 | 2021-09-27 21:42:41 -0700 | [diff] [blame] | 629 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_rndnu_ukernel_up16x9__neon_mul8; |
Marat Dukhan | 73a899a | 2021-07-27 00:10:38 -0700 | [diff] [blame] | 630 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
Frank Barchard | 0d06573 | 2021-08-31 00:01:40 -0700 | [diff] [blame] | 631 | xnn_params.qu8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 632 | xnn_params.qu8.dwconv[0].primary_tile = 9; |
Frank Barchard | 354cbc6 | 2021-09-27 21:42:41 -0700 | [diff] [blame] | 633 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_rndnu_ukernel_up8x25__neon_mul8; |
Marat Dukhan | 73a899a | 2021-07-27 00:10:38 -0700 | [diff] [blame] | 634 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
Marat Dukhan | 43b46ee | 2021-07-15 19:07:50 -0700 | [diff] [blame] | 635 | xnn_params.qu8.dwconv[1].channel_tile = 8; |
| 636 | xnn_params.qu8.dwconv[1].primary_tile = 25; |
| 637 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 638 | xnn_params.qu8.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 639 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, |
| 640 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, |
Marat Dukhan | 3c949a3 | 2022-01-09 20:12:33 -0800 | [diff] [blame] | 641 | .init.qu8 = xnn_init_qu8_avgpool_minmax_neon_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 642 | .primary_tile = 9, |
| 643 | .incremental_tile = 8, |
| 644 | .channel_tile = 8, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 645 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 646 | xnn_params.qu8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 8575504 | 2022-01-13 01:46:05 -0800 | [diff] [blame] | 647 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qu8_gavgpool_minmax_rndnu_ukernel_7x__neon_c8, |
| 648 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qu8_gavgpool_minmax_rndnu_ukernel_7p7x__neon_c8, |
| 649 | .init.qu8 = xnn_init_qu8_avgpool_minmax_rndnu_neon_params, |
| 650 | .update.qu8 = xnn_update_qu8_avgpool_minmax_rndnu_neon_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 651 | .row_tile = 7, |
| 652 | .channel_tile = 8, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 653 | }; |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 654 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
Frank Barchard | 0a3093c | 2021-08-31 09:58:11 -0700 | [diff] [blame] | 655 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__neon_ld64_x16, |
| 656 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__neon_ld64_x16, |
| 657 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__neon_ld64_x16, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 658 | .init.qu8_addsub = xnn_init_qu8_add_minmax_neon_params, |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 659 | .element_tile = 8, |
| 660 | }; |
Marat Dukhan | 33a98fa | 2022-01-13 00:08:57 -0800 | [diff] [blame] | 661 | xnn_params.qu8.vmul = (struct vbinary_parameters) { |
| 662 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmul_minmax_rndnu_ukernel__neon_ld64_x16, |
| 663 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_rndnu_ukernel__neon_ld64_x16, |
| 664 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_rndnu_ukernel__neon_ld64_x16, |
| 665 | .init.qu8_mul = xnn_init_qu8_mul_minmax_rndnu_neon_params, |
| 666 | .element_tile = 16, |
| 667 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 668 | #endif // XNN_NO_QU8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 669 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 670 | /**************************** S8 AArch32 micro-kernels ****************************/ |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 671 | #ifndef XNN_NO_S8_OPERATORS |
| 672 | init_flags |= XNN_INIT_FLAG_S8; |
| 673 | |
Marat Dukhan | 61c0c9e | 2021-08-16 23:16:14 -0700 | [diff] [blame] | 674 | xnn_params.s8.clamp = (struct vunary_parameters) { |
| 675 | .ukernel = (xnn_univector_ukernel_function) xnn_s8_vclamp_ukernel__neon_x64, |
| 676 | .init.s8_minmax = xnn_init_s8_minmax_neon_params, |
| 677 | .element_tile = 64, |
| 678 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 679 | xnn_params.s8.ibilinear = (struct ibilinear_parameters) { |
| 680 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_s8_ibilinear_ukernel__neon_c8, |
| 681 | .pixel_tile = 1, |
| 682 | .channel_tile = 8, |
| 683 | }; |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 684 | xnn_params.s8.maxpool = (struct maxpool_parameters) { |
| 685 | .ukernel = (xnn_maxpool_ukernel_function) xnn_s8_maxpool_minmax_ukernel_9p8x__neon_c16, |
Marat Dukhan | dc5c148 | 2021-08-16 09:03:15 -0700 | [diff] [blame] | 686 | .init.s8 = xnn_init_s8_minmax_neon_params, |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 687 | .mr = 9, |
| 688 | .qr = 8, |
| 689 | }; |
| 690 | #endif // XNN_NO_S8_OPERATORS |
| 691 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 692 | /**************************** U8 AArch32 micro-kernels ****************************/ |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 693 | #ifndef XNN_NO_U8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 694 | init_flags |= XNN_INIT_FLAG_U8; |
| 695 | |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 696 | xnn_params.u8.clamp = (struct vunary_parameters) { |
| 697 | .ukernel = (xnn_univector_ukernel_function) xnn_u8_vclamp_ukernel__neon_x64, |
| 698 | .init.u8_minmax = xnn_init_u8_minmax_neon_params, |
| 699 | .element_tile = 64, |
| 700 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 701 | xnn_params.u8.ibilinear = (struct ibilinear_parameters) { |
| 702 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_u8_ibilinear_ukernel__neon_c8, |
| 703 | .pixel_tile = 1, |
| 704 | .channel_tile = 8, |
| 705 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 706 | xnn_params.u8.maxpool = (struct maxpool_parameters) { |
| 707 | .ukernel = (xnn_maxpool_ukernel_function) xnn_u8_maxpool_minmax_ukernel_9p8x__neon_c16, |
Marat Dukhan | 2ea50a0 | 2021-08-16 12:59:19 -0700 | [diff] [blame] | 708 | .init.u8 = xnn_init_u8_minmax_neon_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 709 | .mr = 9, |
| 710 | .qr = 8, |
| 711 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 712 | xnn_params.u8.rmax = xnn_u8_rmax_ukernel__neon; |
| 713 | xnn_params.u8.lut32norm = xnn_u8_lut32norm_ukernel__scalar; |
| 714 | #endif // XNN_NO_U8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 715 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 716 | /**************************** X8 AArch32 micro-kernels ****************************/ |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 717 | #ifndef XNN_NO_X8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 718 | init_flags |= XNN_INIT_FLAG_X8; |
| 719 | |
Marat Dukhan | d67539d | 2021-09-08 23:06:03 -0700 | [diff] [blame] | 720 | xnn_params.x8.lut = xnn_x8_lut_ukernel__scalar_x4; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 721 | xnn_params.x8.zip = (struct zip_parameters) { |
| 722 | .x2 = (xnn_zipc_ukernel_function) xnn_x8_zip_x2_ukernel__neon, |
| 723 | .x3 = (xnn_zipc_ukernel_function) xnn_x8_zip_x3_ukernel__neon, |
| 724 | .x4 = (xnn_zipc_ukernel_function) xnn_x8_zip_x4_ukernel__neon, |
| 725 | .xm = (xnn_zipv_ukernel_function) xnn_x8_zip_xm_ukernel__neon, |
| 726 | }; |
| 727 | #endif // XNN_NO_X8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 728 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 729 | /**************************** F32 AArch32 micro-kernels ****************************/ |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 730 | #ifndef XNN_NO_F32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 731 | init_flags |= XNN_INIT_FLAG_F32; |
| 732 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 733 | #if XNN_ENABLE_ASSEMBLY |
| 734 | switch (cpuinfo_get_uarch(0)->uarch) { |
| 735 | case cpuinfo_uarch_cortex_a5: |
| 736 | case cpuinfo_uarch_cortex_a7: |
Frank Barchard | 490febe | 2020-07-16 18:42:17 -0700 | [diff] [blame] | 737 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a7); |
| 738 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a7); |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 739 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64); |
| 740 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 741 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 742 | xnn_params.f32.gemm.mr = 4; |
| 743 | xnn_params.f32.gemm.nr = 8; |
Marat Dukhan | 05702cf | 2020-03-26 15:41:33 -0700 | [diff] [blame] | 744 | break; |
Marat Dukhan | 05702cf | 2020-03-26 15:41:33 -0700 | [diff] [blame] | 745 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 746 | case cpuinfo_uarch_cortex_a53: |
| 747 | case cpuinfo_uarch_cortex_a55r0: |
| 748 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a53); |
| 749 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a53); |
| 750 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64); |
| 751 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 752 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 753 | xnn_params.f32.gemm.mr = 4; |
| 754 | xnn_params.f32.gemm.nr = 8; |
| 755 | break; |
| 756 | |
Frank Barchard | f975ee0 | 2021-11-05 16:01:00 -0700 | [diff] [blame] | 757 | case cpuinfo_uarch_cortex_a35: |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 758 | case cpuinfo_uarch_cortex_a55: |
| 759 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a55); |
| 760 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a55); |
| 761 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64); |
| 762 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 763 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 764 | xnn_params.f32.gemm.mr = 4; |
| 765 | xnn_params.f32.gemm.nr = 8; |
| 766 | break; |
| 767 | |
| 768 | case cpuinfo_uarch_cortex_a57: |
| 769 | case cpuinfo_uarch_cortex_a72: |
| 770 | case cpuinfo_uarch_cortex_a73: |
Frank Barchard | 7873586 | 2022-01-04 16:47:44 -0800 | [diff] [blame] | 771 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_prfm_cortex_a75); |
| 772 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_prfm_cortex_a75); |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 773 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64); |
| 774 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 775 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 776 | xnn_params.f32.gemm.mr = 4; |
| 777 | xnn_params.f32.gemm.nr = 8; |
| 778 | break; |
| 779 | |
| 780 | case cpuinfo_uarch_krait: |
| 781 | default: |
| 782 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a75); |
| 783 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a75); |
| 784 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64); |
| 785 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 786 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 787 | xnn_params.f32.gemm.mr = 4; |
| 788 | xnn_params.f32.gemm.nr = 8; |
| 789 | break; |
| 790 | } |
| 791 | #if XNN_MAX_UARCH_TYPES > 1 |
| 792 | { |
| 793 | /* Choose micro-kernels for little cores according to micro-kernel specification for the big core */ |
| 794 | const uint32_t mr = xnn_params.f32.gemm.mr; |
| 795 | const uint32_t nr = xnn_params.f32.gemm.nr; |
| 796 | const uint32_t log2_sr = xnn_params.f32.gemm.log2_sr; |
| 797 | for (size_t i = 1; i < XNN_MAX_UARCH_TYPES; i++) { |
| 798 | const struct cpuinfo_uarch_info* uarch_info = cpuinfo_get_uarch(i); |
| 799 | if (uarch_info == NULL) { |
| 800 | /* No more microarchitectures in the system */ |
Marat Dukhan | 05702cf | 2020-03-26 15:41:33 -0700 | [diff] [blame] | 801 | break; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 802 | } |
| 803 | |
| 804 | switch (uarch_info->uarch) { |
| 805 | case cpuinfo_uarch_cortex_a53: |
| 806 | case cpuinfo_uarch_cortex_a55r0: |
| 807 | if (mr == 4 && nr == 8 && log2_sr == 0) { |
| 808 | xnn_params.f32.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a53; |
| 809 | xnn_params.f32.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a53; |
| 810 | xnn_params.f32.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64; |
| 811 | xnn_params.f32.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64; |
| 812 | } |
| 813 | break; |
| 814 | case cpuinfo_uarch_cortex_a55: |
| 815 | if (mr == 4 && nr == 8 && log2_sr == 0) { |
| 816 | xnn_params.f32.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch32_neon_cortex_a55; |
| 817 | xnn_params.f32.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch32_neon_cortex_a55; |
| 818 | xnn_params.f32.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64; |
| 819 | xnn_params.f32.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64; |
| 820 | } |
| 821 | break; |
| 822 | default: |
| 823 | break; |
| 824 | } |
Marat Dukhan | 05702cf | 2020-03-26 15:41:33 -0700 | [diff] [blame] | 825 | } |
| 826 | } |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 827 | #endif // XNN_MAX_UARCH_TYPES > 1 |
| 828 | #else // XNN_ENABLE_ASSEMBLY |
| 829 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__neon_lane_ld128); |
| 830 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__neon_lane_ld128); |
| 831 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64); |
| 832 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neon_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 833 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 834 | xnn_params.f32.gemm.mr = 4; |
| 835 | xnn_params.f32.gemm.nr = 8; |
| 836 | #endif // XNN_ENABLE_ASSEMBLY |
| 837 | xnn_params.f32.gemm2.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x2__neon_lane_ld64); |
| 838 | xnn_params.f32.gemm2.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x2__neon_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 839 | xnn_params.f32.gemm2.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 840 | xnn_params.f32.gemm2.mr = 4; |
| 841 | xnn_params.f32.gemm2.nr = 2; |
| 842 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 843 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x3__neon; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 844 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_scalar_params; |
Frank Barchard | dbe781b | 2021-10-18 10:29:52 -0700 | [diff] [blame] | 845 | xnn_params.f32.dwconv[0].channel_tile = 8, |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 846 | xnn_params.f32.dwconv[0].primary_tile = 3, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 847 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 848 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x4__neon; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 849 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_scalar_params; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 850 | xnn_params.f32.dwconv[1].channel_tile = 8, |
| 851 | xnn_params.f32.dwconv[1].primary_tile = 4, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 852 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 853 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x9__neon; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 854 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_scalar_params; |
Frank Barchard | dbe781b | 2021-10-18 10:29:52 -0700 | [diff] [blame] | 855 | xnn_params.f32.dwconv[2].channel_tile = 8; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 856 | xnn_params.f32.dwconv[2].primary_tile = 9; |
| 857 | |
| 858 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x25__neon_acc2; |
| 859 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 860 | xnn_params.f32.dwconv[3].channel_tile = 8; |
| 861 | xnn_params.f32.dwconv[3].primary_tile = 25; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 862 | |
| 863 | xnn_params.f32.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 864 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9x__neon_c4, |
| 865 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9p8x__neon_c4, |
| 866 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 867 | .primary_tile = 9, |
| 868 | .incremental_tile = 8, |
| 869 | .channel_tile = 4, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 870 | }; |
| 871 | xnn_params.f32.pavgpool = (struct pavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 872 | .unipass = (xnn_pavgpool_unipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9x__neon_c4, |
| 873 | .multipass = (xnn_pavgpool_multipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9p8x__neon_c4, |
| 874 | .primary_tile = 9, |
| 875 | .incremental_tile = 8, |
| 876 | .channel_tile = 4, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 877 | }; |
| 878 | xnn_params.f32.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 879 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7x__neon_c4, |
| 880 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7p7x__neon_c4, |
| 881 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 882 | .update.f32 = xnn_update_f32_scaleminmax_scalar_params, |
| 883 | .row_tile = 7, |
| 884 | .channel_tile = 4, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 885 | }; |
| 886 | xnn_params.f32.maxpool = (struct maxpool_parameters) { |
| 887 | .ukernel = (xnn_maxpool_ukernel_function) xnn_f32_maxpool_minmax_ukernel_9p8x__neon_c4, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 888 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 889 | .mr = 9, |
| 890 | .qr = 8, |
| 891 | }; |
| 892 | xnn_params.f32.argmaxpool[0] = (struct argmaxpool_parameters) { |
Marat Dukhan | ef25c6d | 2020-07-24 00:59:40 -0700 | [diff] [blame] | 893 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_4x__neon_c4, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 894 | .mr = 4, |
| 895 | }; |
| 896 | xnn_params.f32.argmaxpool[1] = (struct argmaxpool_parameters) { |
Marat Dukhan | ef25c6d | 2020-07-24 00:59:40 -0700 | [diff] [blame] | 897 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9x__neon_c4, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 898 | .mr = 9, |
| 899 | }; |
| 900 | xnn_params.f32.argmaxpool[2] = (struct argmaxpool_parameters) { |
Marat Dukhan | ef25c6d | 2020-07-24 00:59:40 -0700 | [diff] [blame] | 901 | .mp = (xnn_argmaxpool_multipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9p8x__neon_c4, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 902 | .mr = 9, |
| 903 | .qr = 8, |
| 904 | }; |
| 905 | xnn_params.f32.ibilinear = (struct ibilinear_parameters) { |
| 906 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_f32_ibilinear_ukernel__neon_c8, |
| 907 | .pixel_tile = 1, |
| 908 | .channel_tile = 8, |
| 909 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 910 | xnn_params.f32.abs = (struct vunary_parameters) { |
| 911 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vabs_ukernel__neon_x8, |
| 912 | .element_tile = 8, |
| 913 | }; |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 914 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 915 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__neon_x8, |
| 916 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
| 917 | .element_tile = 8, |
| 918 | }; |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 919 | if (cpuinfo_has_arm_neon_fma()) { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 920 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 921 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__neonfma_rr1_p6_x8, |
| 922 | .init.f32_elu = xnn_init_f32_elu_neonfma_rr1_p6_params, |
| 923 | .element_tile = 8, |
| 924 | }; |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 925 | } else { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 926 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 927 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__neon_rr2_lut16_p3_x8, |
| 928 | .init.f32_elu = xnn_init_f32_elu_neon_rr2_lut16_p3_params, |
| 929 | .element_tile = 8, |
| 930 | }; |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 931 | } |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 932 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 933 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__neon_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 934 | .init.f32_hswish = xnn_init_f32_hswish_scalar_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 935 | .element_tile = 16, |
| 936 | }; |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 937 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 938 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__neon_x8, |
| 939 | .init.f32_lrelu = xnn_init_f32_lrelu_scalar_params, |
| 940 | .element_tile = 8, |
| 941 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 942 | xnn_params.f32.neg = (struct vunary_parameters) { |
| 943 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vneg_ukernel__neon_x8, |
| 944 | .element_tile = 8, |
| 945 | }; |
Marat Dukhan | 64e5251 | 2020-06-09 13:41:16 -0700 | [diff] [blame] | 946 | if (cpuinfo_has_arm_neon_v8()) { |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 947 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 948 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__neonv8_x8, |
| 949 | .element_tile = 8, |
| 950 | }; |
| 951 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 952 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__neonv8_x8, |
| 953 | .element_tile = 8, |
| 954 | }; |
| 955 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 956 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__neonv8_x8, |
| 957 | .element_tile = 8, |
| 958 | }; |
| 959 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 960 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__neonv8_x8, |
| 961 | .element_tile = 8, |
| 962 | }; |
Marat Dukhan | 64e5251 | 2020-06-09 13:41:16 -0700 | [diff] [blame] | 963 | } else { |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 964 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 965 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__neon_x8, |
| 966 | .element_tile = 8, |
| 967 | }; |
| 968 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 969 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__neon_x8, |
| 970 | .element_tile = 8, |
| 971 | }; |
| 972 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 973 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__neon_x8, |
| 974 | .element_tile = 8, |
| 975 | }; |
| 976 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 977 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__neon_x8, |
| 978 | .element_tile = 8, |
| 979 | }; |
Marat Dukhan | 64e5251 | 2020-06-09 13:41:16 -0700 | [diff] [blame] | 980 | } |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 981 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 982 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__neon_rr2_lut64_p2_nr2recps_x8, |
Marat Dukhan | bbfc27d | 2022-01-03 13:47:00 -0800 | [diff] [blame] | 983 | .init.f32_sigmoid = xnn_init_f32_sigmoid_neon_rr2_lut64_p2_params, |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 984 | .element_tile = 8, |
| 985 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 986 | xnn_params.f32.sqr = (struct vunary_parameters) { |
| 987 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqr_ukernel__neon_x8, |
| 988 | .element_tile = 8, |
| 989 | }; |
Marat Dukhan | e72b282 | 2021-12-30 14:46:58 -0800 | [diff] [blame] | 990 | xnn_params.f32.sqrt = (struct vunary_parameters) { |
| 991 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqrt_ukernel__scalar_sqrt_x1, |
| 992 | .element_tile = 1, |
| 993 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 994 | xnn_params.f32.prelu = (struct prelu_parameters) { |
| 995 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__neon_2x8, |
| 996 | .row_tile = 2, |
| 997 | .channel_tile = 8, |
| 998 | }; |
Marat Dukhan | 4a5c771 | 2022-01-05 22:43:13 -0800 | [diff] [blame] | 999 | xnn_params.f32.raddstoreexpminusmax = (struct raddstoreexpminusmax_parameters) { |
| 1000 | .ukernel = xnn_f32_raddstoreexpminusmax_ukernel__neon_rr2_lut64_p2_x8, |
| 1001 | .init = xnn_init_f32_expminus_neon_rr2_lut64_p2_params, |
| 1002 | .element_tile = 8, |
| 1003 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1004 | xnn_params.f32.rmax = xnn_f32_rmax_ukernel__neon; |
| 1005 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 1006 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__neon_x8, |
| 1007 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__neon_x8, |
| 1008 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__neon_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 1009 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1010 | .element_tile = 8, |
| 1011 | }; |
| 1012 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 1013 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__scalar_x2, |
| 1014 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__scalar_x2, |
| 1015 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__scalar_x2, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 1016 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1017 | .element_tile = 2, |
| 1018 | }; |
| 1019 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 1020 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__neon_x8, |
| 1021 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__neon_x8, |
| 1022 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__neon_x8, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1023 | .element_tile = 8, |
| 1024 | }; |
| 1025 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 1026 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__neon_x8, |
| 1027 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__neon_x8, |
| 1028 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__neon_x8, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1029 | .element_tile = 8, |
| 1030 | }; |
| 1031 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 1032 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__neon_x8, |
| 1033 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__neon_x8, |
| 1034 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__neon_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 1035 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1036 | .element_tile = 8, |
| 1037 | }; |
| 1038 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 1039 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__neon_x8, |
| 1040 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__neon_x8, |
| 1041 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__neon_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 1042 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1043 | .element_tile = 8, |
| 1044 | }; |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 1045 | xnn_params.f32.vsqrdiff = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 1046 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiff_ukernel__neon_x8, |
| 1047 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__neon_x8, |
| 1048 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__neon_x8, |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 1049 | .element_tile = 8, |
| 1050 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1051 | xnn_params.f32.vmulcaddc = (struct vmulcaddc_parameters) { |
Marat Dukhan | 9531e9f | 2020-07-24 15:25:02 -0700 | [diff] [blame] | 1052 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f32_vmulcaddc_minmax_ukernel_c4__neon_2x, |
Marat Dukhan | c58453f | 2021-05-24 14:47:38 -0700 | [diff] [blame] | 1053 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1054 | .channel_tile = 4, |
| 1055 | .row_tile = 2, |
| 1056 | }; |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 1057 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | cfbed0a | 2020-12-08 10:01:51 -0800 | [diff] [blame] | 1058 | init_flags |= XNN_INIT_FLAG_CHW_OPT; |
| 1059 | |
Marat Dukhan | 3e91338 | 2020-12-07 13:36:08 -0800 | [diff] [blame] | 1060 | xnn_params.f32.spmm = (struct spmm_parameters) { |
| 1061 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_32x1__neon, |
| 1062 | .mr = 32, |
| 1063 | .nr = 1, |
| 1064 | }; |
Marat Dukhan | c763488 | 2020-12-07 15:11:12 -0800 | [diff] [blame] | 1065 | xnn_params.f32.conv_hwc2chw_3x3c3s2 = (struct conv_hwc2chw_parameters) { |
| 1066 | .ukernel_with_symm_padding = |
| 1067 | (xnn_conv_hwc2chw_ukernel_function) xnn_f32_conv_hwc2chw_ukernel_3x3s2p1c3x4__neon_2x2, |
| 1068 | .output_channel_tile = 4, |
| 1069 | .output_height_tile = 2, |
| 1070 | .output_width_tile = 2, |
| 1071 | }; |
Marat Dukhan | 3e91338 | 2020-12-07 13:36:08 -0800 | [diff] [blame] | 1072 | xnn_params.f32.dwconv2d_chw_3x3 = (struct dwconv2d_chw_parameters) { |
| 1073 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3p1__neon_2x4, |
Marat Dukhan | 3e91338 | 2020-12-07 13:36:08 -0800 | [diff] [blame] | 1074 | .output_width_tile = 4, |
| 1075 | .output_height_tile = 2, |
| 1076 | }; |
| 1077 | xnn_params.f32.dwconv2d_chw_3x3s2 = (struct dwconv2d_chw_parameters) { |
| 1078 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__neon_1x4, |
Marat Dukhan | 3e91338 | 2020-12-07 13:36:08 -0800 | [diff] [blame] | 1079 | .output_width_tile = 4, |
| 1080 | .output_height_tile = 1, |
| 1081 | }; |
| 1082 | xnn_params.f32.dwconv2d_chw_5x5 = (struct dwconv2d_chw_parameters) { |
| 1083 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5p2__neon_1x4, |
Marat Dukhan | 3e91338 | 2020-12-07 13:36:08 -0800 | [diff] [blame] | 1084 | .output_width_tile = 4, |
| 1085 | .output_height_tile = 1, |
| 1086 | }; |
| 1087 | xnn_params.f32.dwconv2d_chw_5x5s2 = (struct dwconv2d_chw_parameters) { |
| 1088 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__neon_1x4, |
Marat Dukhan | 3e91338 | 2020-12-07 13:36:08 -0800 | [diff] [blame] | 1089 | .output_width_tile = 4, |
| 1090 | .output_height_tile = 1, |
| 1091 | }; |
| 1092 | xnn_params.f32.gavgpool_cw = (struct gavgpool_cw_parameters) { |
| 1093 | .ukernel = (xnn_gavgpool_cw_ukernel_function) xnn_f32_gavgpool_cw_ukernel__neon_x4, |
| 1094 | .channel_tile = 4, |
| 1095 | }; |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 1096 | xnn_params.f32.ibilinear_chw = (struct ibilinear_chw_parameters) { |
Artsiom Ablavatski | 2202c81 | 2021-01-22 14:16:43 -0800 | [diff] [blame] | 1097 | .ukernel = (xnn_ibilinear_chw_ukernel_function) xnn_f32_ibilinear_chw_ukernel__neon_p8, |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 1098 | .channel_tile = 1, |
Artsiom Ablavatski | b3ffd58 | 2021-03-31 13:00:08 -0700 | [diff] [blame] | 1099 | .pixel_tile = 8, |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 1100 | }; |
| 1101 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1102 | #endif // XNN_NO_F32_OPERATORS |
| 1103 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1104 | /*************************** VCVT AArch32 micro-kernels ***************************/ |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 1105 | #ifndef XNN_NO_VCVT_OPERATORS |
| 1106 | init_flags |= XNN_INIT_FLAG_VCVT; |
| 1107 | |
| 1108 | if (cpuinfo_has_arm_neon_fp16()) { |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 1109 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 1110 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__neonfp16_x16, |
| 1111 | .element_tile = 16, |
| 1112 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 1113 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 1114 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__neonfp16_x16, |
| 1115 | .element_tile = 16, |
| 1116 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 1117 | } else { |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 1118 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 1119 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__neon_int16_x16, |
| 1120 | .init.f16_f32_cvt = xnn_init_f16_f32_cvt_neon_params, |
| 1121 | .element_tile = 16, |
| 1122 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 1123 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 1124 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__neon_x8, |
| 1125 | .init.f32_f16_cvt = xnn_init_f32_f16_cvt_neon_params, |
| 1126 | .element_tile = 8, |
| 1127 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 1128 | } |
Marat Dukhan | ed2d776 | 2021-12-03 23:51:19 -0800 | [diff] [blame] | 1129 | if (cpuinfo_has_arm_neon_v8()) { |
| 1130 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 1131 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__neonv8_x32, |
| 1132 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_neonv8_params, |
| 1133 | .element_tile = 32, |
| 1134 | }; |
| 1135 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
| 1136 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__neonv8_x32, |
| 1137 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_neonv8_params, |
| 1138 | .element_tile = 32, |
| 1139 | }; |
| 1140 | } else { |
| 1141 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 1142 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__neon_x32, |
| 1143 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_neon_params, |
| 1144 | .element_tile = 32, |
| 1145 | }; |
| 1146 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
| 1147 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__neon_x32, |
| 1148 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_neon_params, |
| 1149 | .element_tile = 32, |
| 1150 | }; |
| 1151 | } |
Marat Dukhan | f92206b | 2021-12-10 17:02:07 -0800 | [diff] [blame] | 1152 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 1153 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__neon_x32, |
| 1154 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_neon_params, |
| 1155 | .element_tile = 32, |
| 1156 | }; |
| 1157 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 1158 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__neon_x32, |
| 1159 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_neon_params, |
| 1160 | .element_tile = 32, |
| 1161 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 1162 | #endif // XNN_NO_VCVT_OPERATORS |
| 1163 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1164 | /**************************** X32 AArch32 micro-kernels ****************************/ |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1165 | #ifndef XNN_NO_X32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 1166 | init_flags |= XNN_INIT_FLAG_X32; |
| 1167 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1168 | xnn_params.x32.unpool = (xnn_unpool_ukernel_function) xnn_x32_unpool_ukernel__neon; |
| 1169 | xnn_params.x32.zip = (struct zip_parameters) { |
| 1170 | .x2 = (xnn_zipc_ukernel_function) xnn_x32_zip_x2_ukernel__neon, |
| 1171 | .x3 = (xnn_zipc_ukernel_function) xnn_x32_zip_x3_ukernel__neon, |
| 1172 | .x4 = (xnn_zipc_ukernel_function) xnn_x32_zip_x4_ukernel__neon, |
| 1173 | .xm = (xnn_zipv_ukernel_function) xnn_x32_zip_xm_ukernel__neon, |
| 1174 | }; |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 1175 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | ad71b9a | 2020-11-20 00:01:51 -0800 | [diff] [blame] | 1176 | xnn_params.x32.depthtospace2d_chw2hwc = (struct depthtospace2d_chw2hwc_parameters) { |
| 1177 | .ukernel = (xnn_depthtospace2d_chw2hwc_ukernel_function) xnn_x32_depthtospace2d_chw2hwc_ukernel__scalar, |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 1178 | .channel_tile = 1, |
| 1179 | .pixel_tile = 1, |
| 1180 | }; |
| 1181 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1182 | #endif // XNN_NO_X32_OPERATORS |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 1183 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1184 | /**************************** XX AArch32 micro-kernels ****************************/ |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 1185 | #ifndef XNN_NO_XX_OPERATORS |
| 1186 | init_flags |= XNN_INIT_FLAG_XX; |
| 1187 | |
| 1188 | xnn_params.xx.copy = (xnn_univector_ukernel_function) xnn_xx_copy_ukernel__memcpy; |
| 1189 | xnn_params.xx.fill = (struct fill_parameters) { |
| 1190 | .ukernel = (xnn_fill_ukernel_function) xnn_xx_fill_ukernel__neon_x64, |
| 1191 | .row_tile = 1, |
| 1192 | }; |
Marat Dukhan | 0461f2d | 2021-08-08 12:36:29 -0700 | [diff] [blame] | 1193 | xnn_params.xx.pad = (struct pad_parameters) { |
| 1194 | .ukernel = (xnn_pad_ukernel_function) xnn_xx_pad_ukernel__neon, |
| 1195 | .row_tile = 1, |
| 1196 | }; |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 1197 | #endif // XNN_NO_XX_OPERATORS |
| 1198 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1199 | } else if (!XNN_PLATFORM_MOBILE) { |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 1200 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1201 | /*************************** QS8 AArch32 Pre-NEON micro-kernels ***************************/ |
Marat Dukhan | 66a3ca1 | 2021-08-06 18:24:19 -0700 | [diff] [blame] | 1202 | #ifndef XNN_NO_QS8_OPERATORS |
| 1203 | init_flags |= XNN_INIT_FLAG_QS8; |
| 1204 | |
Marat Dukhan | 2ac722e | 2022-01-04 01:54:20 -0800 | [diff] [blame] | 1205 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_2x2__scalar_fmagic); |
| 1206 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_2x2__scalar_fmagic); |
| 1207 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x2__scalar_fmagic); |
| 1208 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x2__scalar_fmagic); |
| 1209 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_fmagic_params; |
Marat Dukhan | 66a3ca1 | 2021-08-06 18:24:19 -0700 | [diff] [blame] | 1210 | xnn_params.qs8.gemm.mr = 2; |
| 1211 | xnn_params.qs8.gemm.nr = 2; |
| 1212 | |
Marat Dukhan | 2ac722e | 2022-01-04 01:54:20 -0800 | [diff] [blame] | 1213 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up1x9__scalar_fmagic; |
| 1214 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_fmagic_params; |
Marat Dukhan | 66a3ca1 | 2021-08-06 18:24:19 -0700 | [diff] [blame] | 1215 | xnn_params.qs8.dwconv[0].channel_tile = 1; |
| 1216 | xnn_params.qs8.dwconv[0].primary_tile = 9; |
Marat Dukhan | 2ac722e | 2022-01-04 01:54:20 -0800 | [diff] [blame] | 1217 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up1x25__scalar_fmagic; |
| 1218 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_fmagic_params; |
Marat Dukhan | 66a3ca1 | 2021-08-06 18:24:19 -0700 | [diff] [blame] | 1219 | xnn_params.qs8.dwconv[1].channel_tile = 1; |
| 1220 | xnn_params.qs8.dwconv[1].primary_tile = 25; |
| 1221 | |
| 1222 | xnn_params.qs8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 847ff5e | 2022-01-11 20:31:06 -0800 | [diff] [blame] | 1223 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7x__scalar_imagic_c1, |
| 1224 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7p7x__scalar_imagic_c1, |
Marat Dukhan | 53f4106 | 2022-01-11 19:44:57 -0800 | [diff] [blame] | 1225 | .init.qs8 = xnn_init_qs8_avgpool_minmax_fp32_scalar_imagic_params, |
| 1226 | .update.qs8 = xnn_update_qs8_avgpool_minmax_fp32_scalar_imagic_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1227 | .row_tile = 7, |
| 1228 | .channel_tile = 1, |
Marat Dukhan | 66a3ca1 | 2021-08-06 18:24:19 -0700 | [diff] [blame] | 1229 | }; |
| 1230 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
| 1231 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__scalar_x1, |
| 1232 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__scalar_x1, |
| 1233 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__scalar_x1, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 1234 | .init.qs8_addsub = xnn_init_qs8_add_minmax_scalar_params, |
Marat Dukhan | 66a3ca1 | 2021-08-06 18:24:19 -0700 | [diff] [blame] | 1235 | .element_tile = 1, |
| 1236 | }; |
| 1237 | xnn_params.qs8.vmul = (struct vbinary_parameters) { |
| 1238 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmul_minmax_fp32_ukernel__scalar_x4, |
| 1239 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 1240 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 1241 | .init.qs8_mul = xnn_init_qs8_mul_minmax_fp32_scalar_params, |
| 1242 | .element_tile = 4, |
| 1243 | }; |
| 1244 | #endif // XNN_NO_QS8_OPERATORS |
| 1245 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1246 | /*************************** QU8 AArch32 Pre-NEON micro-kernels ***************************/ |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 1247 | #ifndef XNN_NO_QU8_OPERATORS |
| 1248 | init_flags |= XNN_INIT_FLAG_QU8; |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 1249 | |
Marat Dukhan | 2ac722e | 2022-01-04 01:54:20 -0800 | [diff] [blame] | 1250 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_2x2__scalar_fmagic); |
| 1251 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_2x2__scalar_fmagic); |
| 1252 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x2__scalar_fmagic); |
| 1253 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x2__scalar_fmagic); |
| 1254 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_fmagic_params; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 1255 | xnn_params.qu8.gemm.mr = 2; |
| 1256 | xnn_params.qu8.gemm.nr = 2; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1257 | |
Marat Dukhan | 2ac722e | 2022-01-04 01:54:20 -0800 | [diff] [blame] | 1258 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up1x9__scalar_fmagic; |
| 1259 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_fmagic_params; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 1260 | xnn_params.qu8.dwconv[0].channel_tile = 1; |
| 1261 | xnn_params.qu8.dwconv[0].primary_tile = 9; |
Marat Dukhan | 2ac722e | 2022-01-04 01:54:20 -0800 | [diff] [blame] | 1262 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up1x25__scalar_fmagic; |
| 1263 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_fmagic_params; |
Marat Dukhan | 43b46ee | 2021-07-15 19:07:50 -0700 | [diff] [blame] | 1264 | xnn_params.qu8.dwconv[1].channel_tile = 1; |
| 1265 | xnn_params.qu8.dwconv[1].primary_tile = 25; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1266 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 1267 | xnn_params.qu8.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1268 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, |
| 1269 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, |
| 1270 | .init.qu8 = xnn_init_qu8_avgpool_minmax_scalar_params, |
| 1271 | .primary_tile = 9, |
| 1272 | .incremental_tile = 8, |
| 1273 | .channel_tile = 1, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1274 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 1275 | xnn_params.qu8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | d1f53e4 | 2022-01-12 22:34:51 -0800 | [diff] [blame] | 1276 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7x__scalar_imagic_c1, |
| 1277 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7p7x__scalar_imagic_c1, |
| 1278 | .init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_scalar_imagic_params, |
| 1279 | .update.qu8 = xnn_update_qu8_avgpool_minmax_fp32_scalar_imagic_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1280 | .row_tile = 7, |
| 1281 | .channel_tile = 1, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1282 | }; |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 1283 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
| 1284 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__scalar_x1, |
| 1285 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__scalar_x1, |
| 1286 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__scalar_x1, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 1287 | .init.qu8_addsub = xnn_init_qu8_add_minmax_scalar_params, |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 1288 | .element_tile = 1, |
| 1289 | }; |
Marat Dukhan | 3c5e662 | 2021-08-06 00:38:05 -0700 | [diff] [blame] | 1290 | xnn_params.qu8.vmul = (struct vbinary_parameters) { |
| 1291 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmul_minmax_fp32_ukernel__scalar_x4, |
| 1292 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 1293 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 1294 | .init.qu8_mul = xnn_init_qu8_mul_minmax_fp32_scalar_params, |
| 1295 | .element_tile = 4, |
| 1296 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 1297 | #endif // XNN_NO_QU8_OPERATORS |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1298 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1299 | /**************************** S8 AArch32 Pre-NEON micro-kernels ****************************/ |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 1300 | #ifndef XNN_NO_S8_OPERATORS |
| 1301 | init_flags |= XNN_INIT_FLAG_S8; |
| 1302 | |
Marat Dukhan | 61c0c9e | 2021-08-16 23:16:14 -0700 | [diff] [blame] | 1303 | xnn_params.s8.clamp = (struct vunary_parameters) { |
| 1304 | .ukernel = (xnn_univector_ukernel_function) xnn_s8_vclamp_ukernel__scalar_x4, |
Marat Dukhan | 3b9b4bc | 2021-08-24 00:23:07 -0700 | [diff] [blame] | 1305 | .init.s8_minmax = xnn_init_s8_minmax_scalar_params, |
Marat Dukhan | 61c0c9e | 2021-08-16 23:16:14 -0700 | [diff] [blame] | 1306 | .element_tile = 4, |
| 1307 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 1308 | xnn_params.s8.ibilinear = (struct ibilinear_parameters) { |
| 1309 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_s8_ibilinear_ukernel__scalar_c1, |
| 1310 | .pixel_tile = 1, |
| 1311 | .channel_tile = 1, |
| 1312 | }; |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 1313 | xnn_params.s8.maxpool = (struct maxpool_parameters) { |
| 1314 | .ukernel = (xnn_maxpool_ukernel_function) xnn_s8_maxpool_minmax_ukernel_9p8x__scalar_c1, |
| 1315 | .init.s8 = xnn_init_s8_minmax_scalar_params, |
| 1316 | .mr = 9, |
| 1317 | .qr = 8, |
| 1318 | }; |
| 1319 | #endif // XNN_NO_S8_OPERATORS |
| 1320 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1321 | /**************************** U8 AArch32 Pre-NEON micro-kernels ****************************/ |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1322 | #ifndef XNN_NO_U8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 1323 | init_flags |= XNN_INIT_FLAG_U8; |
| 1324 | |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 1325 | xnn_params.u8.clamp = (struct vunary_parameters) { |
| 1326 | .ukernel = (xnn_univector_ukernel_function) xnn_u8_vclamp_ukernel__scalar_x4, |
Marat Dukhan | 3b9b4bc | 2021-08-24 00:23:07 -0700 | [diff] [blame] | 1327 | .init.u8_minmax = xnn_init_u8_minmax_scalar_params, |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 1328 | .element_tile = 4, |
| 1329 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 1330 | xnn_params.u8.ibilinear = (struct ibilinear_parameters) { |
| 1331 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_u8_ibilinear_ukernel__scalar_c1, |
| 1332 | .pixel_tile = 1, |
| 1333 | .channel_tile = 1, |
| 1334 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1335 | xnn_params.u8.maxpool = (struct maxpool_parameters) { |
| 1336 | .ukernel = (xnn_maxpool_ukernel_function) xnn_u8_maxpool_minmax_ukernel_9p8x__scalar_c1, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 1337 | .init.u8 = xnn_init_u8_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1338 | .mr = 9, |
| 1339 | .qr = 8, |
| 1340 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1341 | xnn_params.u8.lut32norm = xnn_u8_lut32norm_ukernel__scalar; |
| 1342 | xnn_params.u8.rmax = xnn_u8_rmax_ukernel__scalar; |
| 1343 | #endif // XNN_NO_U8_OPERATORS |
| 1344 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1345 | /**************************** X8 AArch32 Pre-NEON micro-kernels ****************************/ |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1346 | #ifndef XNN_NO_X8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 1347 | init_flags |= XNN_INIT_FLAG_X8; |
| 1348 | |
Marat Dukhan | d67539d | 2021-09-08 23:06:03 -0700 | [diff] [blame] | 1349 | xnn_params.x8.lut = xnn_x8_lut_ukernel__scalar_x4; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1350 | xnn_params.x8.zip = (struct zip_parameters) { |
| 1351 | .x2 = (xnn_zipc_ukernel_function) xnn_x8_zip_x2_ukernel__scalar, |
| 1352 | .x3 = (xnn_zipc_ukernel_function) xnn_x8_zip_x3_ukernel__scalar, |
| 1353 | .x4 = (xnn_zipc_ukernel_function) xnn_x8_zip_x4_ukernel__scalar, |
| 1354 | .xm = (xnn_zipv_ukernel_function) xnn_x8_zip_xm_ukernel__scalar, |
| 1355 | }; |
| 1356 | #endif // XNN_NO_X8_OPERATORS |
| 1357 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1358 | /**************************** F32 AArch32 Pre-NEON micro-kernels ****************************/ |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1359 | #ifndef XNN_NO_F32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 1360 | init_flags |= XNN_INIT_FLAG_F32; |
| 1361 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1362 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x4__scalar); |
| 1363 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x4__scalar); |
| 1364 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x4__scalar); |
| 1365 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x4__scalar); |
Marat Dukhan | 467f636 | 2020-05-22 23:21:55 -0700 | [diff] [blame] | 1366 | xnn_params.f32.gemm.relu.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_4x4__scalar); |
| 1367 | xnn_params.f32.gemm.relu.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_4x4__scalar); |
| 1368 | xnn_params.f32.gemm.relu.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_1x4__scalar); |
| 1369 | xnn_params.f32.gemm.relu.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_1x4__scalar); |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1370 | xnn_params.f32.gemm.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_4x4__scalar); |
| 1371 | xnn_params.f32.gemm.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_4x4__scalar); |
| 1372 | xnn_params.f32.gemm.linear.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_1x4__scalar); |
| 1373 | xnn_params.f32.gemm.linear.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_1x4__scalar); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1374 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 1375 | xnn_params.f32.gemm.mr = 4; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1376 | xnn_params.f32.gemm.nr = 4; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 1377 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1378 | xnn_params.f32.gemm2.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x2__scalar); |
| 1379 | xnn_params.f32.gemm2.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x2__scalar), |
| 1380 | xnn_params.f32.gemm2.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_4x2__scalar); |
| 1381 | xnn_params.f32.gemm2.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_4x2__scalar), |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1382 | xnn_params.f32.gemm2.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1383 | xnn_params.f32.gemm2.mr = 4; |
| 1384 | xnn_params.f32.gemm2.nr = 2; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 1385 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 1386 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x3__scalar_acc2; |
| 1387 | xnn_params.f32.dwconv[0].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x3__scalar_acc2; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1388 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1389 | xnn_params.f32.dwconv[0].channel_tile = 1; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 1390 | xnn_params.f32.dwconv[0].primary_tile = 3; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 1391 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 1392 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x4__scalar_acc2; |
| 1393 | xnn_params.f32.dwconv[1].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x4__scalar_acc2; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1394 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1395 | xnn_params.f32.dwconv[1].channel_tile = 1; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 1396 | xnn_params.f32.dwconv[1].primary_tile = 4; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 1397 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 1398 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x9__scalar_acc2; |
| 1399 | xnn_params.f32.dwconv[2].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x9__scalar_acc2; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 1400 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1401 | xnn_params.f32.dwconv[2].channel_tile = 1; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 1402 | xnn_params.f32.dwconv[2].primary_tile = 9; |
| 1403 | |
| 1404 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x25__scalar_acc2; |
| 1405 | xnn_params.f32.dwconv[3].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x25__scalar_acc2; |
| 1406 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 1407 | xnn_params.f32.dwconv[3].channel_tile = 1; |
| 1408 | xnn_params.f32.dwconv[3].primary_tile = 25; |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1409 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1410 | xnn_params.f32.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1411 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9x__scalar_c1, |
| 1412 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9p8x__scalar_c1, |
| 1413 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 1414 | .primary_tile = 9, |
| 1415 | .incremental_tile = 8, |
| 1416 | .channel_tile = 1, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1417 | }; |
| 1418 | xnn_params.f32.pavgpool = (struct pavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1419 | .unipass = (xnn_pavgpool_unipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9x__scalar_c1, |
| 1420 | .multipass = (xnn_pavgpool_multipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9p8x__scalar_c1, |
| 1421 | .primary_tile = 9, |
| 1422 | .incremental_tile = 8, |
| 1423 | .channel_tile = 1, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1424 | }; |
| 1425 | xnn_params.f32.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 1426 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7x__scalar_c1, |
| 1427 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7p7x__scalar_c1, |
| 1428 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 1429 | .update.f32 = xnn_update_f32_scaleminmax_scalar_params, |
| 1430 | .row_tile = 7, |
| 1431 | .channel_tile = 1, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1432 | }; |
| 1433 | xnn_params.f32.maxpool = (struct maxpool_parameters) { |
| 1434 | .ukernel = (xnn_maxpool_ukernel_function) xnn_f32_maxpool_minmax_ukernel_9p8x__scalar_c1, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 1435 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1436 | .mr = 9, |
| 1437 | .qr = 8, |
| 1438 | }; |
| 1439 | xnn_params.f32.argmaxpool[0] = (struct argmaxpool_parameters) { |
| 1440 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_4x__scalar_c1, |
| 1441 | .mr = 4, |
| 1442 | }; |
| 1443 | xnn_params.f32.argmaxpool[1] = (struct argmaxpool_parameters) { |
| 1444 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9x__scalar_c1, |
| 1445 | .mr = 9, |
| 1446 | }; |
| 1447 | xnn_params.f32.argmaxpool[2] = (struct argmaxpool_parameters) { |
| 1448 | .mp = (xnn_argmaxpool_multipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9p8x__scalar_c1, |
| 1449 | .mr = 9, |
| 1450 | .qr = 8, |
| 1451 | }; |
| 1452 | xnn_params.f32.ibilinear = (struct ibilinear_parameters) { |
| 1453 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_f32_ibilinear_ukernel__scalar_c2, |
| 1454 | .pixel_tile = 1, |
| 1455 | .channel_tile = 2, |
| 1456 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 1457 | xnn_params.f32.abs = (struct vunary_parameters) { |
| 1458 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vabs_ukernel__scalar_x4, |
| 1459 | .element_tile = 4, |
| 1460 | }; |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 1461 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 1462 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__scalar_x4, |
| 1463 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
| 1464 | .element_tile = 4, |
| 1465 | }; |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 1466 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 1467 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__scalar_rr2_lut16_p3_x4, |
| 1468 | .init.f32_elu = xnn_init_f32_elu_scalar_rr2_lut16_p3_params, |
| 1469 | .element_tile = 4, |
| 1470 | }; |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 1471 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 1472 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__scalar_x4, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 1473 | .init.f32_hswish = xnn_init_f32_hswish_scalar_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 1474 | .element_tile = 4, |
| 1475 | }; |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 1476 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 1477 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__scalar_x4, |
| 1478 | .init.f32_lrelu = xnn_init_f32_lrelu_scalar_params, |
| 1479 | .element_tile = 4, |
| 1480 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 1481 | xnn_params.f32.neg = (struct vunary_parameters) { |
| 1482 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vneg_ukernel__scalar_x4, |
| 1483 | .element_tile = 4, |
| 1484 | }; |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 1485 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 1486 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__scalar_libm_x1, |
| 1487 | .element_tile = 1, |
| 1488 | }; |
| 1489 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 1490 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__scalar_libm_x1, |
| 1491 | .element_tile = 1, |
| 1492 | }; |
| 1493 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 1494 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__scalar_libm_x1, |
| 1495 | .element_tile = 1, |
| 1496 | }; |
| 1497 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 1498 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__scalar_libm_x1, |
| 1499 | .element_tile = 1, |
| 1500 | }; |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 1501 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 1502 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__scalar_rr2_lut64_p2_div_x2, |
| 1503 | .init.f32_sigmoid = xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params, |
| 1504 | .element_tile = 2, |
| 1505 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 1506 | xnn_params.f32.sqr = (struct vunary_parameters) { |
| 1507 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqr_ukernel__scalar_x4, |
| 1508 | .element_tile = 4, |
| 1509 | }; |
Marat Dukhan | e72b282 | 2021-12-30 14:46:58 -0800 | [diff] [blame] | 1510 | xnn_params.f32.sqrt = (struct vunary_parameters) { |
| 1511 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqrt_ukernel__scalar_sqrt_x1, |
| 1512 | .element_tile = 1, |
| 1513 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1514 | xnn_params.f32.prelu = (struct prelu_parameters) { |
| 1515 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__scalar_2x4, |
| 1516 | .row_tile = 4, |
| 1517 | .channel_tile = 4, |
| 1518 | }; |
Marat Dukhan | 4a5c771 | 2022-01-05 22:43:13 -0800 | [diff] [blame] | 1519 | xnn_params.f32.raddstoreexpminusmax = (struct raddstoreexpminusmax_parameters) { |
| 1520 | .ukernel = xnn_f32_raddstoreexpminusmax_ukernel__scalar_rr2_p5_x4_acc2, |
| 1521 | .init = xnn_init_f32_expminus_scalar_rr2_p5_params, |
| 1522 | .element_tile = 4, |
| 1523 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1524 | xnn_params.f32.rmax = xnn_f32_rmax_ukernel__scalar; |
| 1525 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 1526 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__scalar_x8, |
| 1527 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__scalar_x8, |
| 1528 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__scalar_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 1529 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1530 | .element_tile = 8, |
| 1531 | }; |
| 1532 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 1533 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__scalar_x2, |
| 1534 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__scalar_x2, |
| 1535 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__scalar_x2, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 1536 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1537 | .element_tile = 2, |
| 1538 | }; |
| 1539 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 1540 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__scalar_x8, |
| 1541 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__scalar_x8, |
| 1542 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__scalar_x8, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1543 | .element_tile = 8, |
| 1544 | }; |
| 1545 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 1546 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__scalar_x8, |
| 1547 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__scalar_x8, |
| 1548 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__scalar_x8, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1549 | .element_tile = 8, |
| 1550 | }; |
| 1551 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 1552 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__scalar_x8, |
| 1553 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__scalar_x8, |
| 1554 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__scalar_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 1555 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1556 | .element_tile = 8, |
| 1557 | }; |
| 1558 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 1559 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__scalar_x8, |
| 1560 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__scalar_x8, |
| 1561 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__scalar_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 1562 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1563 | .element_tile = 8, |
| 1564 | }; |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 1565 | xnn_params.f32.vsqrdiff = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 1566 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiff_ukernel__scalar_x8, |
| 1567 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__scalar_x8, |
| 1568 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__scalar_x8, |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 1569 | .element_tile = 8, |
| 1570 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1571 | xnn_params.f32.vmulcaddc = (struct vmulcaddc_parameters) { |
Marat Dukhan | 9531e9f | 2020-07-24 15:25:02 -0700 | [diff] [blame] | 1572 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f32_vmulcaddc_minmax_ukernel_c1__scalar_2x, |
Marat Dukhan | c58453f | 2021-05-24 14:47:38 -0700 | [diff] [blame] | 1573 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1574 | .channel_tile = 1, |
| 1575 | .row_tile = 2, |
| 1576 | }; |
| 1577 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | cfbed0a | 2020-12-08 10:01:51 -0800 | [diff] [blame] | 1578 | init_flags |= XNN_INIT_FLAG_CHW_OPT; |
| 1579 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1580 | xnn_params.f32.spmm = (struct spmm_parameters) { |
| 1581 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_8x1__scalar, |
| 1582 | .mr = 8, |
| 1583 | .nr = 1, |
| 1584 | }; |
| 1585 | xnn_params.f32.spmm2 = (struct spmm_parameters) { |
| 1586 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_8x2__scalar, |
| 1587 | .mr = 8, |
| 1588 | .nr = 2, |
| 1589 | }; |
| 1590 | xnn_params.f32.spmm4 = (struct spmm_parameters) { |
| 1591 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_8x4__scalar, |
| 1592 | .mr = 8, |
| 1593 | .nr = 4, |
| 1594 | }; |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 1595 | xnn_params.f32.conv_hwc2chw_3x3c3s2 = (struct conv_hwc2chw_parameters) { |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1596 | .ukernel_with_symm_padding = |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 1597 | (xnn_conv_hwc2chw_ukernel_function) xnn_f32_conv_hwc2chw_ukernel_3x3s2p1c3x4__scalar_1x1, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1598 | .output_channel_tile = 4, |
| 1599 | .output_height_tile = 1, |
| 1600 | .output_width_tile = 1, |
| 1601 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 1602 | xnn_params.f32.dwconv2d_chw_3x3 = (struct dwconv2d_chw_parameters) { |
Marat Dukhan | 4ddfab4 | 2020-12-07 17:33:11 -0800 | [diff] [blame] | 1603 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3p1__scalar_4x1, |
Marat Dukhan | 4ddfab4 | 2020-12-07 17:33:11 -0800 | [diff] [blame] | 1604 | .output_width_tile = 1, |
| 1605 | .output_height_tile = 4, |
| 1606 | }; |
| 1607 | xnn_params.f32.dwconv2d_chw_3x3s2 = (struct dwconv2d_chw_parameters) { |
| 1608 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__scalar_2x1_acc2, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1609 | .output_width_tile = 1, |
Marat Dukhan | 91249d2 | 2020-10-24 12:02:51 -0700 | [diff] [blame] | 1610 | .output_height_tile = 2, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1611 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 1612 | xnn_params.f32.dwconv2d_chw_5x5 = (struct dwconv2d_chw_parameters) { |
Marat Dukhan | 4ddfab4 | 2020-12-07 17:33:11 -0800 | [diff] [blame] | 1613 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5p2__scalar_2x1_acc2, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1614 | .output_width_tile = 1, |
Marat Dukhan | 4ddfab4 | 2020-12-07 17:33:11 -0800 | [diff] [blame] | 1615 | .output_height_tile = 2, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1616 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 1617 | xnn_params.f32.dwconv2d_chw_5x5s2 = (struct dwconv2d_chw_parameters) { |
Marat Dukhan | 4ddfab4 | 2020-12-07 17:33:11 -0800 | [diff] [blame] | 1618 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__scalar_2x1_acc2, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1619 | .output_width_tile = 1, |
Marat Dukhan | 4ddfab4 | 2020-12-07 17:33:11 -0800 | [diff] [blame] | 1620 | .output_height_tile = 2, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1621 | }; |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 1622 | xnn_params.f32.gavgpool_cw = (struct gavgpool_cw_parameters) { |
| 1623 | .ukernel = (xnn_gavgpool_cw_ukernel_function) xnn_f32_gavgpool_cw_ukernel__scalar_x1, |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1624 | .channel_tile = 1, |
| 1625 | }; |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 1626 | xnn_params.f32.ibilinear_chw = (struct ibilinear_chw_parameters) { |
| 1627 | .ukernel = (xnn_ibilinear_chw_ukernel_function) xnn_f32_ibilinear_chw_ukernel__scalar_p4, |
| 1628 | .channel_tile = 1, |
| 1629 | .pixel_tile = 4, |
| 1630 | }; |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1631 | #endif // XNN_NO_NCHW_OPERATORS |
| 1632 | #endif // XNN_NO_F32_OPERATORS |
| 1633 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1634 | /*************************** VCVT AArch32 Pre-NEON micro-kernels ***************************/ |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 1635 | #ifndef XNN_NO_VCVT_OPERATORS |
| 1636 | init_flags |= XNN_INIT_FLAG_VCVT; |
| 1637 | |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 1638 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 1639 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__scalar_x4, |
| 1640 | .init.f16_f32_cvt = xnn_init_f16_f32_cvt_scalar_params, |
| 1641 | .element_tile = 4, |
| 1642 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 1643 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 1644 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__scalar_fabsf_x2, |
| 1645 | .init.f32_f16_cvt = xnn_init_f32_f16_cvt_scalar_fabsf_params, |
| 1646 | .element_tile = 2, |
| 1647 | }; |
Marat Dukhan | ed2d776 | 2021-12-03 23:51:19 -0800 | [diff] [blame] | 1648 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
Marat Dukhan | bdf1099 | 2022-01-04 09:20:14 -0800 | [diff] [blame] | 1649 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__scalar_imagic_x4, |
| 1650 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_scalar_imagic_params, |
Marat Dukhan | ed2d776 | 2021-12-03 23:51:19 -0800 | [diff] [blame] | 1651 | .element_tile = 4, |
| 1652 | }; |
| 1653 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
Marat Dukhan | bdf1099 | 2022-01-04 09:20:14 -0800 | [diff] [blame] | 1654 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__scalar_imagic_x4, |
| 1655 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_scalar_imagic_params, |
Marat Dukhan | ed2d776 | 2021-12-03 23:51:19 -0800 | [diff] [blame] | 1656 | .element_tile = 4, |
| 1657 | }; |
Marat Dukhan | f92206b | 2021-12-10 17:02:07 -0800 | [diff] [blame] | 1658 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 1659 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__scalar_x4, |
| 1660 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_scalar_params, |
| 1661 | .element_tile = 4, |
| 1662 | }; |
| 1663 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 1664 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__scalar_x4, |
| 1665 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_scalar_params, |
| 1666 | .element_tile = 4, |
| 1667 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 1668 | #endif // XNN_NO_VCVT_OPERATORS |
| 1669 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1670 | /**************************** X32 AArch32 Pre-NEON micro-kernels ****************************/ |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1671 | #ifndef XNN_NO_X32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 1672 | init_flags |= XNN_INIT_FLAG_X32; |
| 1673 | |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1674 | xnn_params.x32.unpool = (xnn_unpool_ukernel_function) xnn_x32_unpool_ukernel__scalar; |
| 1675 | xnn_params.x32.zip = (struct zip_parameters) { |
| 1676 | .x2 = (xnn_zipc_ukernel_function) xnn_x32_zip_x2_ukernel__scalar, |
| 1677 | .x3 = (xnn_zipc_ukernel_function) xnn_x32_zip_x3_ukernel__scalar, |
| 1678 | .x4 = (xnn_zipc_ukernel_function) xnn_x32_zip_x4_ukernel__scalar, |
| 1679 | .xm = (xnn_zipv_ukernel_function) xnn_x32_zip_xm_ukernel__scalar, |
| 1680 | }; |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 1681 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | ad71b9a | 2020-11-20 00:01:51 -0800 | [diff] [blame] | 1682 | xnn_params.x32.depthtospace2d_chw2hwc = (struct depthtospace2d_chw2hwc_parameters) { |
| 1683 | .ukernel = (xnn_depthtospace2d_chw2hwc_ukernel_function) xnn_x32_depthtospace2d_chw2hwc_ukernel__scalar, |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 1684 | .channel_tile = 1, |
| 1685 | .pixel_tile = 1, |
| 1686 | }; |
| 1687 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1688 | #endif // XNN_NO_X32_OPERATORS |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 1689 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1690 | /**************************** XX AArch32 Pre-NEON micro-kernels ****************************/ |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 1691 | #ifndef XNN_NO_XX_OPERATORS |
| 1692 | init_flags |= XNN_INIT_FLAG_XX; |
| 1693 | |
| 1694 | xnn_params.xx.copy = (xnn_univector_ukernel_function) xnn_xx_copy_ukernel__memcpy; |
| 1695 | xnn_params.xx.fill = (struct fill_parameters) { |
| 1696 | .ukernel = (xnn_fill_ukernel_function) xnn_xx_fill_ukernel__scalar_x16, |
| 1697 | .row_tile = 1, |
| 1698 | }; |
Marat Dukhan | 0461f2d | 2021-08-08 12:36:29 -0700 | [diff] [blame] | 1699 | xnn_params.xx.pad = (struct pad_parameters) { |
| 1700 | .ukernel = (xnn_pad_ukernel_function) xnn_xx_pad_ukernel__scalar, |
| 1701 | .row_tile = 1, |
| 1702 | }; |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 1703 | #endif // XNN_NO_XX_OPERATORS |
Marat Dukhan | 3b745a4 | 2020-05-10 21:43:25 -0700 | [diff] [blame] | 1704 | } |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1705 | |
Marat Dukhan | 1dadbf7 | 2019-10-01 10:46:20 -0700 | [diff] [blame] | 1706 | #elif XNN_ARCH_ARM64 |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 1707 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1708 | /**************************** QC8 AArch64 micro-kernels ****************************/ |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 1709 | #ifndef XNN_NO_QC8_OPERATORS |
| 1710 | init_flags |= XNN_INIT_FLAG_QC8; |
| 1711 | |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1712 | #if XNN_PLATFORM_IOS || XNN_PLATFORM_MAC |
| 1713 | #if XNN_ENABLE_ASSEMBLY |
| 1714 | if (cpuinfo_has_arm_neon_dot()) { |
| 1715 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld128); |
| 1716 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x16c4__neondot); |
| 1717 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld128); |
| 1718 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x16c4__neondot); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1719 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1720 | xnn_params.qc8.gemm.mr = 4; |
| 1721 | xnn_params.qc8.gemm.nr = 16; |
| 1722 | xnn_params.qc8.gemm.log2_kr = 2; |
| 1723 | } else { |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 1724 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal); |
| 1725 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal); |
| 1726 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal); |
| 1727 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1728 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1729 | xnn_params.qc8.gemm.mr = 2; |
| 1730 | xnn_params.qc8.gemm.nr = 8; |
| 1731 | xnn_params.qc8.gemm.log2_kr = 3; |
| 1732 | } |
| 1733 | #else // !XNN_ENABLE_ASSEMBLY |
| 1734 | if (cpuinfo_has_arm_neon_dot()) { |
| 1735 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16c4__neondot); |
| 1736 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x16c4__neondot); |
| 1737 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__neondot); |
| 1738 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x16c4__neondot); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1739 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1740 | xnn_params.qc8.gemm.mr = 4; |
| 1741 | xnn_params.qc8.gemm.nr = 16; |
| 1742 | xnn_params.qc8.gemm.log2_kr = 2; |
| 1743 | } else { |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 1744 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal); |
| 1745 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal); |
| 1746 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal); |
| 1747 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1748 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1749 | xnn_params.qc8.gemm.mr = 2; |
| 1750 | xnn_params.qc8.gemm.nr = 8; |
| 1751 | xnn_params.qc8.gemm.log2_kr = 1; |
Frank Barchard | e7043ff | 2021-11-10 14:50:08 -0800 | [diff] [blame] | 1752 | xnn_params.qc8.gemm.log2_sr = 2; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1753 | } |
| 1754 | #endif // XNN_ENABLE_ASSEMBLY |
| 1755 | #else // !XNN_PLATFORM_IOS && !XNN_PLATFORM_MAC |
| 1756 | #if XNN_ENABLE_ASSEMBLY |
| 1757 | if (cpuinfo_has_arm_neon_dot()) { |
| 1758 | switch (cpuinfo_get_core(0)->uarch) { |
| 1759 | case cpuinfo_uarch_cortex_a55: |
| 1760 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_cortex_a55); |
| 1761 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_cortex_a55); |
| 1762 | break; |
| 1763 | case cpuinfo_uarch_cortex_x1: |
| 1764 | case cpuinfo_uarch_cortex_a78: |
| 1765 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld128); |
| 1766 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld128); |
| 1767 | break; |
| 1768 | default: |
| 1769 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld64); |
| 1770 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_ld64); |
| 1771 | break; |
| 1772 | } |
| 1773 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x16c4__neondot); |
| 1774 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x16c4__neondot); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1775 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1776 | xnn_params.qc8.gemm.mr = 4; |
| 1777 | xnn_params.qc8.gemm.nr = 16; |
| 1778 | xnn_params.qc8.gemm.log2_kr = 2; |
| 1779 | } else { |
| 1780 | switch (cpuinfo_get_core(0)->uarch) { |
Frank Barchard | 6c34dbf | 2021-11-22 16:14:53 -0800 | [diff] [blame] | 1781 | case cpuinfo_uarch_cortex_a35: |
| 1782 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_ld64); |
| 1783 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_ld64); |
| 1784 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane); |
| 1785 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1786 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Frank Barchard | 6c34dbf | 2021-11-22 16:14:53 -0800 | [diff] [blame] | 1787 | xnn_params.qc8.gemm.mr = 4; |
| 1788 | xnn_params.qc8.gemm.nr = 16; |
| 1789 | break; |
| 1790 | |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1791 | case cpuinfo_uarch_cortex_a53: |
| 1792 | case cpuinfo_uarch_cortex_a55r0: |
| 1793 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53); |
| 1794 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53); |
| 1795 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane); |
| 1796 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x16__neonv8_mlal_lane); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1797 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1798 | xnn_params.qc8.gemm.mr = 4; |
| 1799 | xnn_params.qc8.gemm.nr = 16; |
| 1800 | break; |
| 1801 | |
| 1802 | case cpuinfo_uarch_cortex_a72: |
| 1803 | case cpuinfo_uarch_cortex_a73: |
| 1804 | case cpuinfo_uarch_kryo: |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 1805 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_prfm); |
| 1806 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_prfm); |
| 1807 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_prfm); |
| 1808 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_prfm); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1809 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1810 | xnn_params.qc8.gemm.mr = 2; |
| 1811 | xnn_params.qc8.gemm.nr = 8; |
| 1812 | xnn_params.qc8.gemm.log2_kr = 3; |
| 1813 | break; |
| 1814 | |
| 1815 | default: |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 1816 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal); |
| 1817 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal); |
| 1818 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal); |
| 1819 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1820 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1821 | xnn_params.qc8.gemm.mr = 2; |
| 1822 | xnn_params.qc8.gemm.nr = 8; |
| 1823 | xnn_params.qc8.gemm.log2_kr = 3; |
| 1824 | break; |
| 1825 | } |
| 1826 | } |
| 1827 | #if XNN_MAX_UARCH_TYPES > 1 |
| 1828 | { |
| 1829 | /* Choose micro-kernels for little cores according to micro-kernel specification for the big core */ |
| 1830 | const uint32_t mr = xnn_params.qc8.gemm.mr; |
| 1831 | const uint32_t nr = xnn_params.qc8.gemm.nr; |
| 1832 | const uint32_t log2_kr = xnn_params.qc8.gemm.log2_kr; |
| 1833 | for (size_t i = 1; i < XNN_MAX_UARCH_TYPES; i++) { |
| 1834 | const struct cpuinfo_uarch_info* uarch_info = cpuinfo_get_uarch(i); |
| 1835 | if (uarch_info == NULL) { |
| 1836 | /* No more microarchitectures in the system */ |
| 1837 | break; |
| 1838 | } |
| 1839 | |
| 1840 | switch (uarch_info->uarch) { |
| 1841 | case cpuinfo_uarch_cortex_a53: |
| 1842 | case cpuinfo_uarch_cortex_a55r0: |
| 1843 | if (mr == 2 && nr == 8 && log2_kr == 3) { |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 1844 | xnn_params.qc8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_prfm_cortex_a53; |
| 1845 | xnn_params.qc8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x8c8__aarch64_neon_mlal_prfm_cortex_a53; |
| 1846 | xnn_params.qc8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_prfm_cortex_a53; |
| 1847 | xnn_params.qc8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__aarch64_neon_mlal_prfm_cortex_a53; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1848 | } |
| 1849 | break; |
| 1850 | |
| 1851 | case cpuinfo_uarch_cortex_a55: |
Frank Barchard | c37b8da | 2021-09-01 00:35:19 -0700 | [diff] [blame] | 1852 | if (mr == 4 && nr == 16 && log2_kr == 2 && cpuinfo_has_arm_neon_dot()) { |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1853 | xnn_params.qc8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_cortex_a55; |
| 1854 | xnn_params.qc8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__aarch64_neondot_cortex_a55; |
| 1855 | xnn_params.qc8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x16c4__neondot; |
| 1856 | xnn_params.qc8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x16c4__neondot; |
| 1857 | } |
| 1858 | break; |
| 1859 | default: |
| 1860 | break; |
| 1861 | } |
| 1862 | } |
| 1863 | } |
| 1864 | #endif // XNN_MAX_UARCH_TYPES > 1 |
| 1865 | #else // !XNN_ENABLE_ASSEMBLY |
| 1866 | if (cpuinfo_has_arm_neon_dot()) { |
| 1867 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16c4__neondot); |
| 1868 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x16c4__neondot); |
| 1869 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16c4__neondot); |
| 1870 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x16c4__neondot); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1871 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1872 | xnn_params.qc8.gemm.mr = 4; |
| 1873 | xnn_params.qc8.gemm.nr = 16; |
| 1874 | xnn_params.qc8.gemm.log2_kr = 2; |
| 1875 | } else { |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 1876 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal); |
| 1877 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x8c2s4__neonv8_mlal); |
| 1878 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal); |
| 1879 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c2s4__neonv8_mlal); |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1880 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1881 | xnn_params.qc8.gemm.mr = 2; |
| 1882 | xnn_params.qc8.gemm.nr = 8; |
| 1883 | xnn_params.qc8.gemm.log2_kr = 1; |
Frank Barchard | e7043ff | 2021-11-10 14:50:08 -0800 | [diff] [blame] | 1884 | xnn_params.qc8.gemm.log2_sr = 2; |
Marat Dukhan | 75d1b79 | 2021-07-01 13:00:28 -0700 | [diff] [blame] | 1885 | } |
| 1886 | #endif // XNN_ENABLE_ASSEMBLY |
| 1887 | #endif // XNN_PLATFORM_IOS || XNN_PLATFORM_MAC |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 1888 | |
Frank Barchard | 0d06573 | 2021-08-31 00:01:40 -0700 | [diff] [blame] | 1889 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x9__neonv8_mla8_ld64; |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1890 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Frank Barchard | 0d06573 | 2021-08-31 00:01:40 -0700 | [diff] [blame] | 1891 | xnn_params.qc8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 1892 | xnn_params.qc8.dwconv[0].primary_tile = 9; |
Frank Barchard | 7da8b02 | 2021-08-31 09:49:10 -0700 | [diff] [blame] | 1893 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x25__neonv8_mla8_ld64; |
Marat Dukhan | 7988a18 | 2021-12-06 22:00:33 -0800 | [diff] [blame] | 1894 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_neonv8_params; |
Frank Barchard | 7da8b02 | 2021-08-31 09:49:10 -0700 | [diff] [blame] | 1895 | xnn_params.qc8.dwconv[1].channel_tile = 16; |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 1896 | xnn_params.qc8.dwconv[1].primary_tile = 25; |
| 1897 | #endif // XNN_NO_QC8_OPERATORS |
| 1898 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 1899 | /**************************** QS8 AArch64 micro-kernels ****************************/ |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 1900 | #ifndef XNN_NO_QS8_OPERATORS |
| 1901 | init_flags |= XNN_INIT_FLAG_QS8; |
| 1902 | |
Marat Dukhan | dfe47b9 | 2020-12-14 02:48:43 -0800 | [diff] [blame] | 1903 | #if XNN_PLATFORM_IOS || XNN_PLATFORM_MAC |
Frank Barchard | bc0c729 | 2020-10-06 13:36:54 -0700 | [diff] [blame] | 1904 | #if XNN_ENABLE_ASSEMBLY |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1905 | if (cpuinfo_has_arm_neon_dot()) { |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 1906 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128); |
| 1907 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 1908 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128); |
| 1909 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 1910 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1911 | xnn_params.qs8.gemm.mr = 4; |
| 1912 | xnn_params.qs8.gemm.nr = 16; |
| 1913 | xnn_params.qs8.gemm.log2_kr = 2; |
| 1914 | } else { |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 1915 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal); |
| 1916 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal); |
| 1917 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal); |
| 1918 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal); |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 1919 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1920 | xnn_params.qs8.gemm.mr = 2; |
Frank Barchard | a414daa | 2021-02-23 15:50:39 -0800 | [diff] [blame] | 1921 | xnn_params.qs8.gemm.nr = 8; |
Frank Barchard | bbf5182 | 2021-03-12 10:37:31 -0800 | [diff] [blame] | 1922 | xnn_params.qs8.gemm.log2_kr = 3; |
Frank Barchard | 1e8590e | 2020-10-12 21:20:46 -0700 | [diff] [blame] | 1923 | } |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1924 | #else // !XNN_ENABLE_ASSEMBLY |
| 1925 | if (cpuinfo_has_arm_neon_dot()) { |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 1926 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x16c4__neondot); |
| 1927 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 1928 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__neondot); |
| 1929 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 1930 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1931 | xnn_params.qs8.gemm.mr = 4; |
| 1932 | xnn_params.qs8.gemm.nr = 16; |
| 1933 | xnn_params.qs8.gemm.log2_kr = 2; |
| 1934 | } else { |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 1935 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_2x8c2s4__neon_mlal); |
| 1936 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mlal); |
| 1937 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal); |
| 1938 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal); |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 1939 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1940 | xnn_params.qs8.gemm.mr = 2; |
Frank Barchard | a414daa | 2021-02-23 15:50:39 -0800 | [diff] [blame] | 1941 | xnn_params.qs8.gemm.nr = 8; |
| 1942 | xnn_params.qs8.gemm.log2_kr = 1; |
Frank Barchard | 66ae257 | 2021-11-02 17:36:21 -0700 | [diff] [blame] | 1943 | xnn_params.qs8.gemm.log2_sr = 2; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1944 | } |
| 1945 | #endif // XNN_ENABLE_ASSEMBLY |
Marat Dukhan | dfe47b9 | 2020-12-14 02:48:43 -0800 | [diff] [blame] | 1946 | #else // !XNN_PLATFORM_IOS && !XNN_PLATFORM_MAC |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1947 | #if XNN_ENABLE_ASSEMBLY |
| 1948 | if (cpuinfo_has_arm_neon_dot()) { |
| 1949 | switch (cpuinfo_get_core(0)->uarch) { |
| 1950 | case cpuinfo_uarch_cortex_a55: |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 1951 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55); |
| 1952 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55); |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1953 | break; |
Frank Barchard | 0ae35f2 | 2021-06-15 17:34:24 -0700 | [diff] [blame] | 1954 | case cpuinfo_uarch_cortex_x1: |
| 1955 | case cpuinfo_uarch_cortex_a78: |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 1956 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128); |
| 1957 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128); |
Frank Barchard | 0ae35f2 | 2021-06-15 17:34:24 -0700 | [diff] [blame] | 1958 | break; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1959 | default: |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 1960 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64); |
| 1961 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld64); |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1962 | break; |
| 1963 | } |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 1964 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 1965 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 1966 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 1967 | xnn_params.qs8.gemm.mr = 4; |
| 1968 | xnn_params.qs8.gemm.nr = 16; |
| 1969 | xnn_params.qs8.gemm.log2_kr = 2; |
| 1970 | } else { |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 1971 | switch (cpuinfo_get_core(0)->uarch) { |
Frank Barchard | 6c34dbf | 2021-11-22 16:14:53 -0800 | [diff] [blame] | 1972 | case cpuinfo_uarch_cortex_a35: |
| 1973 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_ld64); |
| 1974 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_ld64); |
| 1975 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 1976 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 1977 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
| 1978 | xnn_params.qs8.gemm.mr = 4; |
| 1979 | xnn_params.qs8.gemm.nr = 16; |
| 1980 | break; |
| 1981 | |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 1982 | case cpuinfo_uarch_cortex_a53: |
Frank Barchard | fb5983d | 2021-04-20 14:09:08 -0700 | [diff] [blame] | 1983 | case cpuinfo_uarch_cortex_a55r0: |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 1984 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53); |
| 1985 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a53); |
| 1986 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 1987 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 1988 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Frank Barchard | d4416d6 | 2021-05-17 15:51:37 -0700 | [diff] [blame] | 1989 | xnn_params.qs8.gemm.mr = 4; |
| 1990 | xnn_params.qs8.gemm.nr = 16; |
Frank Barchard | 6ac1d18 | 2021-04-14 13:47:07 -0700 | [diff] [blame] | 1991 | break; |
| 1992 | |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 1993 | case cpuinfo_uarch_cortex_a72: |
| 1994 | case cpuinfo_uarch_cortex_a73: |
| 1995 | case cpuinfo_uarch_kryo: |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 1996 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal_prfm); |
| 1997 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal_prfm); |
| 1998 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal_prfm); |
| 1999 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal_prfm); |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 2000 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 2001 | xnn_params.qs8.gemm.mr = 2; |
| 2002 | xnn_params.qs8.gemm.nr = 8; |
| 2003 | xnn_params.qs8.gemm.log2_kr = 3; |
Frank Barchard | c77fc4c | 2021-04-14 13:28:01 -0700 | [diff] [blame] | 2004 | break; |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 2005 | |
| 2006 | default: |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 2007 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal); |
| 2008 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal); |
| 2009 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal); |
| 2010 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal); |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 2011 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 2012 | xnn_params.qs8.gemm.mr = 2; |
| 2013 | xnn_params.qs8.gemm.nr = 8; |
| 2014 | xnn_params.qs8.gemm.log2_kr = 3; |
Frank Barchard | c77fc4c | 2021-04-14 13:28:01 -0700 | [diff] [blame] | 2015 | break; |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 2016 | } |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 2017 | } |
| 2018 | #if XNN_MAX_UARCH_TYPES > 1 |
| 2019 | { |
| 2020 | /* Choose micro-kernels for little cores according to micro-kernel specification for the big core */ |
| 2021 | const uint32_t mr = xnn_params.qs8.gemm.mr; |
| 2022 | const uint32_t nr = xnn_params.qs8.gemm.nr; |
| 2023 | const uint32_t log2_kr = xnn_params.qs8.gemm.log2_kr; |
| 2024 | for (size_t i = 1; i < XNN_MAX_UARCH_TYPES; i++) { |
| 2025 | const struct cpuinfo_uarch_info* uarch_info = cpuinfo_get_uarch(i); |
| 2026 | if (uarch_info == NULL) { |
| 2027 | /* No more microarchitectures in the system */ |
| 2028 | break; |
| 2029 | } |
| 2030 | |
| 2031 | switch (uarch_info->uarch) { |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 2032 | case cpuinfo_uarch_cortex_a53: |
Frank Barchard | 90f520b | 2021-04-26 18:01:51 -0700 | [diff] [blame] | 2033 | case cpuinfo_uarch_cortex_a55r0: |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 2034 | if (mr == 2 && nr == 8 && log2_kr == 3) { |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 2035 | xnn_params.qs8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal_prfm_cortex_a53; |
| 2036 | xnn_params.qs8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c8__aarch64_neon_mlal_prfm_cortex_a53; |
| 2037 | xnn_params.qs8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal_prfm_cortex_a53; |
| 2038 | xnn_params.qs8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c8__aarch64_neon_mlal_prfm_cortex_a53; |
Frank Barchard | 2a995e7 | 2021-04-13 16:24:25 -0700 | [diff] [blame] | 2039 | } |
| 2040 | break; |
| 2041 | |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 2042 | case cpuinfo_uarch_cortex_a55: |
Frank Barchard | c37b8da | 2021-09-01 00:35:19 -0700 | [diff] [blame] | 2043 | if (mr == 4 && nr == 16 && log2_kr == 2 && cpuinfo_has_arm_neon_dot()) { |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 2044 | xnn_params.qs8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55; |
| 2045 | xnn_params.qs8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55; |
| 2046 | xnn_params.qs8.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x16c4__neondot; |
| 2047 | xnn_params.qs8.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neondot; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 2048 | } |
| 2049 | break; |
| 2050 | default: |
| 2051 | break; |
| 2052 | } |
| 2053 | } |
| 2054 | } |
| 2055 | #endif // XNN_MAX_UARCH_TYPES > 1 |
| 2056 | #else // !XNN_ENABLE_ASSEMBLY |
| 2057 | if (cpuinfo_has_arm_neon_dot()) { |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 2058 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_4x16c4__neondot); |
| 2059 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 2060 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_4x16c4__neondot); |
| 2061 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 2062 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 2063 | xnn_params.qs8.gemm.mr = 4; |
| 2064 | xnn_params.qs8.gemm.nr = 16; |
| 2065 | xnn_params.qs8.gemm.log2_kr = 2; |
| 2066 | } else { |
Frank Barchard | e22685a | 2021-11-12 11:36:58 -0800 | [diff] [blame] | 2067 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_2x8c2s4__neon_mlal); |
| 2068 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_2x8c2s4__neon_mlal); |
| 2069 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal); |
| 2070 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_rndnu_ukernel_1x8c2s4__neon_mlal); |
Frank Barchard | 22f9a9f | 2021-07-21 11:35:27 -0700 | [diff] [blame] | 2071 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 2072 | xnn_params.qs8.gemm.mr = 2; |
Frank Barchard | a414daa | 2021-02-23 15:50:39 -0800 | [diff] [blame] | 2073 | xnn_params.qs8.gemm.nr = 8; |
| 2074 | xnn_params.qs8.gemm.log2_kr = 1; |
Frank Barchard | e7043ff | 2021-11-10 14:50:08 -0800 | [diff] [blame] | 2075 | xnn_params.qs8.gemm.log2_sr = 2; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 2076 | } |
| 2077 | #endif // XNN_ENABLE_ASSEMBLY |
Marat Dukhan | dfe47b9 | 2020-12-14 02:48:43 -0800 | [diff] [blame] | 2078 | #endif // XNN_PLATFORM_IOS || XNN_PLATFORM_MAC |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 2079 | |
Frank Barchard | 0d06573 | 2021-08-31 00:01:40 -0700 | [diff] [blame] | 2080 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_rndnu_ukernel_up16x9__neon_mla8_ld64; |
Marat Dukhan | 4ba70b7 | 2021-07-19 11:20:16 -0700 | [diff] [blame] | 2081 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Frank Barchard | 0d06573 | 2021-08-31 00:01:40 -0700 | [diff] [blame] | 2082 | xnn_params.qs8.dwconv[0].channel_tile = 16; |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 2083 | xnn_params.qs8.dwconv[0].primary_tile = 9; |
Frank Barchard | 7da8b02 | 2021-08-31 09:49:10 -0700 | [diff] [blame] | 2084 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_rndnu_ukernel_up16x25__neon_mla8_ld64; |
Marat Dukhan | 4ba70b7 | 2021-07-19 11:20:16 -0700 | [diff] [blame] | 2085 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_rndnu_neon_params; |
Frank Barchard | 7da8b02 | 2021-08-31 09:49:10 -0700 | [diff] [blame] | 2086 | xnn_params.qs8.dwconv[1].channel_tile = 16; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 2087 | xnn_params.qs8.dwconv[1].primary_tile = 25; |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 2088 | |
| 2089 | xnn_params.qs8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 8575504 | 2022-01-13 01:46:05 -0800 | [diff] [blame] | 2090 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qs8_gavgpool_minmax_rndnu_ukernel_7x__neon_c8, |
| 2091 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qs8_gavgpool_minmax_rndnu_ukernel_7p7x__neon_c8, |
| 2092 | .init.qs8 = xnn_init_qs8_avgpool_minmax_rndnu_neon_params, |
| 2093 | .update.qs8 = xnn_update_qs8_avgpool_minmax_rndnu_neon_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 2094 | .row_tile = 7, |
| 2095 | .channel_tile = 8, |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 2096 | }; |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 2097 | |
| 2098 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
Marat Dukhan | 01debd9 | 2021-07-29 18:14:21 -0700 | [diff] [blame] | 2099 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__neon_ld64_x32, |
| 2100 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__neon_ld64_x32, |
| 2101 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__neon_ld64_x32, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 2102 | .init.qs8_addsub = xnn_init_qs8_add_minmax_neon_params, |
Marat Dukhan | 01debd9 | 2021-07-29 18:14:21 -0700 | [diff] [blame] | 2103 | .element_tile = 32, |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 2104 | }; |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 2105 | xnn_params.qs8.vmul = (struct vbinary_parameters) { |
Marat Dukhan | 33a98fa | 2022-01-13 00:08:57 -0800 | [diff] [blame] | 2106 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmul_minmax_rndnu_ukernel__neon_ld64_x16, |
| 2107 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_rndnu_ukernel__neon_ld64_x16, |
| 2108 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_rndnu_ukernel__neon_ld64_x16, |
| 2109 | .init.qs8_mul = xnn_init_qs8_mul_minmax_rndnu_neon_params, |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 2110 | .element_tile = 16, |
| 2111 | }; |
Marat Dukhan | f28cddf | 2020-08-10 14:05:02 -0700 | [diff] [blame] | 2112 | #endif // XNN_NO_QS8_OPERATORS |
| 2113 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 2114 | /**************************** QU8 AArch64 micro-kernels ****************************/ |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 2115 | #ifndef XNN_NO_QU8_OPERATORS |
| 2116 | init_flags |= XNN_INIT_FLAG_QU8; |
Frank Barchard | 2025515 | 2021-08-11 14:01:45 -0700 | [diff] [blame] | 2117 | |
Frank Barchard | a962f1e | 2021-08-02 13:52:15 -0700 | [diff] [blame] | 2118 | #if XNN_ENABLE_ASSEMBLY |
Frank Barchard | 2025515 | 2021-08-11 14:01:45 -0700 | [diff] [blame] | 2119 | if (cpuinfo_has_arm_neon_dot()) { |
Frank Barchard | 8b69802 | 2021-08-26 11:17:32 -0700 | [diff] [blame] | 2120 | switch (cpuinfo_get_core(0)->uarch) { |
| 2121 | case cpuinfo_uarch_cortex_a55: |
Frank Barchard | a49e41f | 2021-08-31 20:30:24 -0700 | [diff] [blame] | 2122 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55); |
| 2123 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55); |
| 2124 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 2125 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x16c4__neondot); |
Frank Barchard | 8b69802 | 2021-08-26 11:17:32 -0700 | [diff] [blame] | 2126 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 2127 | xnn_params.qu8.gemm.mr = 4; |
Frank Barchard | a49e41f | 2021-08-31 20:30:24 -0700 | [diff] [blame] | 2128 | xnn_params.qu8.gemm.nr = 16; |
Frank Barchard | 8b69802 | 2021-08-26 11:17:32 -0700 | [diff] [blame] | 2129 | xnn_params.qu8.gemm.log2_kr = 2; |
| 2130 | break; |
| 2131 | default: |
| 2132 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128); |
| 2133 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_ld128); |
| 2134 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 2135 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 2136 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 2137 | xnn_params.qu8.gemm.mr = 4; |
| 2138 | xnn_params.qu8.gemm.nr = 16; |
| 2139 | xnn_params.qu8.gemm.log2_kr = 2; |
| 2140 | break; |
| 2141 | } |
Frank Barchard | 2025515 | 2021-08-11 14:01:45 -0700 | [diff] [blame] | 2142 | } else { |
| 2143 | switch (cpuinfo_get_core(0)->uarch) { |
| 2144 | case cpuinfo_uarch_cortex_a53: |
| 2145 | case cpuinfo_uarch_cortex_a55r0: |
Frank Barchard | 2025515 | 2021-08-11 14:01:45 -0700 | [diff] [blame] | 2146 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53); |
| 2147 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53); |
| 2148 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2149 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2150 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 2151 | xnn_params.qu8.gemm.mr = 4; |
| 2152 | xnn_params.qu8.gemm.nr = 16; |
| 2153 | break; |
Frank Barchard | f479a1c | 2021-08-03 10:20:30 -0700 | [diff] [blame] | 2154 | |
Frank Barchard | 2025515 | 2021-08-11 14:01:45 -0700 | [diff] [blame] | 2155 | case cpuinfo_uarch_cortex_a57: |
| 2156 | case cpuinfo_uarch_cortex_a72: |
| 2157 | case cpuinfo_uarch_cortex_a73: |
| 2158 | case cpuinfo_uarch_cortex_a75: |
| 2159 | case cpuinfo_uarch_cortex_a76: |
| 2160 | case cpuinfo_uarch_exynos_m1: |
| 2161 | case cpuinfo_uarch_exynos_m2: |
| 2162 | case cpuinfo_uarch_exynos_m3: |
| 2163 | case cpuinfo_uarch_exynos_m4: |
| 2164 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a75); |
| 2165 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a75); |
| 2166 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2167 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2168 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 2169 | xnn_params.qu8.gemm.mr = 4; |
| 2170 | xnn_params.qu8.gemm.nr = 16; |
| 2171 | break; |
Frank Barchard | f479a1c | 2021-08-03 10:20:30 -0700 | [diff] [blame] | 2172 | |
Frank Barchard | 2025515 | 2021-08-11 14:01:45 -0700 | [diff] [blame] | 2173 | case cpuinfo_uarch_kryo: |
| 2174 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane); |
| 2175 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane); |
| 2176 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2177 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2178 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 2179 | xnn_params.qu8.gemm.mr = 4; |
| 2180 | xnn_params.qu8.gemm.nr = 16; |
| 2181 | break; |
| 2182 | |
| 2183 | default: |
| 2184 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75); |
| 2185 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_cortex_a75); |
| 2186 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2187 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2188 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 2189 | xnn_params.qu8.gemm.mr = 4; |
| 2190 | xnn_params.qu8.gemm.nr = 16; |
| 2191 | break; |
| 2192 | } |
Frank Barchard | f479a1c | 2021-08-03 10:20:30 -0700 | [diff] [blame] | 2193 | } |
Frank Barchard | c37b8da | 2021-09-01 00:35:19 -0700 | [diff] [blame] | 2194 | #if XNN_MAX_UARCH_TYPES > 1 |
| 2195 | { |
| 2196 | /* Choose micro-kernels for little cores according to micro-kernel specification for the big core */ |
| 2197 | const uint32_t mr = xnn_params.qu8.gemm.mr; |
| 2198 | const uint32_t nr = xnn_params.qu8.gemm.nr; |
| 2199 | const uint32_t log2_kr = xnn_params.qu8.gemm.log2_kr; |
| 2200 | for (size_t i = 1; i < XNN_MAX_UARCH_TYPES; i++) { |
| 2201 | const struct cpuinfo_uarch_info* uarch_info = cpuinfo_get_uarch(i); |
| 2202 | if (uarch_info == NULL) { |
| 2203 | /* No more microarchitectures in the system */ |
| 2204 | break; |
| 2205 | } |
| 2206 | |
| 2207 | switch (uarch_info->uarch) { |
| 2208 | case cpuinfo_uarch_cortex_a53: |
| 2209 | case cpuinfo_uarch_cortex_a55r0: |
| 2210 | if (mr == 4 && nr == 16 && log2_kr == 0) { |
| 2211 | xnn_params.qu8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53; |
| 2212 | xnn_params.qu8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__aarch64_neon_mlal_lane_prfm_cortex_a53; |
| 2213 | } |
| 2214 | break; |
| 2215 | |
| 2216 | case cpuinfo_uarch_cortex_a55: |
| 2217 | if (mr == 4 && nr == 16 && log2_kr == 2 && cpuinfo_has_arm_neon_dot()) { |
| 2218 | xnn_params.qu8.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55; |
| 2219 | xnn_params.qu8.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16c4__aarch64_neondot_cortex_a55; |
| 2220 | } |
| 2221 | break; |
| 2222 | default: |
| 2223 | break; |
| 2224 | } |
| 2225 | } |
| 2226 | } |
| 2227 | #endif // XNN_MAX_UARCH_TYPES > 1 |
Frank Barchard | 2025515 | 2021-08-11 14:01:45 -0700 | [diff] [blame] | 2228 | #else // !XNN_ENABLE_ASSEMBLY |
| 2229 | if (cpuinfo_has_arm_neon_dot()) { |
| 2230 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16c4__neondot); |
| 2231 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16c4__neondot); |
| 2232 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 2233 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x16c4__neondot); |
| 2234 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 2235 | xnn_params.qu8.gemm.mr = 4; |
| 2236 | xnn_params.qu8.gemm.nr = 16; |
| 2237 | xnn_params.qu8.gemm.log2_kr = 2; |
| 2238 | } else { |
| 2239 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane); |
| 2240 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_4x16__neon_mlal_lane); |
| 2241 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2242 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_rndnu_ukernel_1x16__neon_mlal_lane); |
| 2243 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
| 2244 | xnn_params.qu8.gemm.mr = 4; |
| 2245 | xnn_params.qu8.gemm.nr = 16; |
Marat Dukhan | 947805b | 2021-12-07 14:32:09 -0800 | [diff] [blame] | 2246 | } |
Frank Barchard | 2025515 | 2021-08-11 14:01:45 -0700 | [diff] [blame] | 2247 | #endif // XNN_ENABLE_ASSEMBLY |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2248 | |
Frank Barchard | 354cbc6 | 2021-09-27 21:42:41 -0700 | [diff] [blame] | 2249 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_rndnu_ukernel_up16x9__neon_mul8; |
Marat Dukhan | 73a899a | 2021-07-27 00:10:38 -0700 | [diff] [blame] | 2250 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
Frank Barchard | 354cbc6 | 2021-09-27 21:42:41 -0700 | [diff] [blame] | 2251 | xnn_params.qu8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 2252 | xnn_params.qu8.dwconv[0].primary_tile = 9; |
Frank Barchard | 354cbc6 | 2021-09-27 21:42:41 -0700 | [diff] [blame] | 2253 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_rndnu_ukernel_up8x25__neon_mul8; |
Marat Dukhan | 73a899a | 2021-07-27 00:10:38 -0700 | [diff] [blame] | 2254 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_rndnu_neon_params; |
Frank Barchard | 354cbc6 | 2021-09-27 21:42:41 -0700 | [diff] [blame] | 2255 | xnn_params.qu8.dwconv[1].channel_tile = 8; |
Marat Dukhan | 8172135 | 2021-07-15 18:26:08 -0700 | [diff] [blame] | 2256 | xnn_params.qu8.dwconv[1].primary_tile = 25; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2257 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 2258 | xnn_params.qu8.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 2259 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9x__neon_c8, |
| 2260 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9p8x__neon_c8, |
Marat Dukhan | 3c949a3 | 2022-01-09 20:12:33 -0800 | [diff] [blame] | 2261 | .init.qu8 = xnn_init_qu8_avgpool_minmax_neon_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 2262 | .primary_tile = 9, |
| 2263 | .incremental_tile = 8, |
| 2264 | .channel_tile = 8, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2265 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 2266 | xnn_params.qu8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 8575504 | 2022-01-13 01:46:05 -0800 | [diff] [blame] | 2267 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qu8_gavgpool_minmax_rndnu_ukernel_7x__neon_c8, |
| 2268 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qu8_gavgpool_minmax_rndnu_ukernel_7p7x__neon_c8, |
| 2269 | .init.qu8 = xnn_init_qu8_avgpool_minmax_rndnu_neon_params, |
| 2270 | .update.qu8 = xnn_update_qu8_avgpool_minmax_rndnu_neon_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 2271 | .row_tile = 7, |
| 2272 | .channel_tile = 8, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2273 | }; |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 2274 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
Frank Barchard | 0a3093c | 2021-08-31 09:58:11 -0700 | [diff] [blame] | 2275 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__neon_ld64_x32, |
| 2276 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__neon_ld64_x32, |
| 2277 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__neon_ld64_x32, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 2278 | .init.qu8_addsub = xnn_init_qu8_add_minmax_neon_params, |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 2279 | .element_tile = 8, |
| 2280 | }; |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 2281 | xnn_params.qu8.vmul = (struct vbinary_parameters) { |
Marat Dukhan | 33a98fa | 2022-01-13 00:08:57 -0800 | [diff] [blame] | 2282 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmul_minmax_rndnu_ukernel__neon_ld64_x16, |
| 2283 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_rndnu_ukernel__neon_ld64_x16, |
| 2284 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_rndnu_ukernel__neon_ld64_x16, |
| 2285 | .init.qu8_mul = xnn_init_qu8_mul_minmax_rndnu_neon_params, |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 2286 | .element_tile = 16, |
| 2287 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 2288 | #endif // XNN_NO_QU8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2289 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 2290 | /**************************** S8 AArch64 micro-kernels ****************************/ |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 2291 | #ifndef XNN_NO_S8_OPERATORS |
| 2292 | init_flags |= XNN_INIT_FLAG_S8; |
| 2293 | |
Marat Dukhan | 61c0c9e | 2021-08-16 23:16:14 -0700 | [diff] [blame] | 2294 | xnn_params.s8.clamp = (struct vunary_parameters) { |
| 2295 | .ukernel = (xnn_univector_ukernel_function) xnn_s8_vclamp_ukernel__neon_x64, |
| 2296 | .init.s8_minmax = xnn_init_s8_minmax_neon_params, |
| 2297 | .element_tile = 64, |
| 2298 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 2299 | xnn_params.s8.ibilinear = (struct ibilinear_parameters) { |
| 2300 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_s8_ibilinear_ukernel__neon_c16, |
| 2301 | .pixel_tile = 1, |
| 2302 | .channel_tile = 16, |
| 2303 | }; |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 2304 | xnn_params.s8.maxpool = (struct maxpool_parameters) { |
| 2305 | .ukernel = (xnn_maxpool_ukernel_function) xnn_s8_maxpool_minmax_ukernel_9p8x__neon_c16, |
Marat Dukhan | dc5c148 | 2021-08-16 09:03:15 -0700 | [diff] [blame] | 2306 | .init.s8 = xnn_init_s8_minmax_neon_params, |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 2307 | .mr = 9, |
| 2308 | .qr = 8, |
| 2309 | }; |
| 2310 | #endif // XNN_NO_S8_OPERATORS |
| 2311 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 2312 | /**************************** U8 AArch64 micro-kernels ****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2313 | #ifndef XNN_NO_U8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 2314 | init_flags |= XNN_INIT_FLAG_U8; |
| 2315 | |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 2316 | xnn_params.u8.clamp = (struct vunary_parameters) { |
| 2317 | .ukernel = (xnn_univector_ukernel_function) xnn_u8_vclamp_ukernel__neon_x64, |
| 2318 | .init.u8_minmax = xnn_init_u8_minmax_neon_params, |
| 2319 | .element_tile = 64, |
| 2320 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 2321 | xnn_params.u8.ibilinear = (struct ibilinear_parameters) { |
| 2322 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_u8_ibilinear_ukernel__neon_c16, |
| 2323 | .pixel_tile = 1, |
| 2324 | .channel_tile = 16, |
| 2325 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2326 | xnn_params.u8.maxpool = (struct maxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 2327 | .ukernel = (xnn_maxpool_ukernel_function) xnn_u8_maxpool_minmax_ukernel_9p8x__neon_c16, |
Marat Dukhan | 2ea50a0 | 2021-08-16 12:59:19 -0700 | [diff] [blame] | 2328 | .init.u8 = xnn_init_u8_minmax_neon_params, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2329 | .mr = 9, |
| 2330 | .qr = 8, |
| 2331 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2332 | xnn_params.u8.lut32norm = xnn_u8_lut32norm_ukernel__scalar; |
| 2333 | xnn_params.u8.rmax = xnn_u8_rmax_ukernel__neon; |
| 2334 | #endif // XNN_NO_U8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2335 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 2336 | /**************************** X8 AArch64 micro-kernels ****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2337 | #ifndef XNN_NO_X8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 2338 | init_flags |= XNN_INIT_FLAG_X8; |
| 2339 | |
Marat Dukhan | 98e054b | 2021-09-13 09:43:50 -0700 | [diff] [blame] | 2340 | xnn_params.x8.lut = xnn_x8_lut_ukernel__neon_tbx128x4_x64; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2341 | xnn_params.x8.zip = (struct zip_parameters) { |
| 2342 | .x2 = (xnn_zipc_ukernel_function) xnn_x8_zip_x2_ukernel__neon, |
| 2343 | .x3 = (xnn_zipc_ukernel_function) xnn_x8_zip_x3_ukernel__neon, |
| 2344 | .x4 = (xnn_zipc_ukernel_function) xnn_x8_zip_x4_ukernel__neon, |
| 2345 | .xm = (xnn_zipv_ukernel_function) xnn_x8_zip_xm_ukernel__neon, |
| 2346 | }; |
| 2347 | #endif // XNN_NO_X8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2348 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 2349 | /**************************** F16 AArch64 micro-kernels ****************************/ |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 2350 | #ifndef XNN_NO_F16_OPERATORS |
Marat Dukhan | 8d5d259 | 2020-06-19 12:48:57 -0700 | [diff] [blame] | 2351 | if (cpuinfo_has_arm_neon_fp16_arith()) { |
| 2352 | init_flags |= XNN_INIT_FLAG_F16; |
Frank Barchard | 7c3826e | 2021-06-07 15:14:16 -0700 | [diff] [blame] | 2353 | xnn_params.f16.gemm.mr = 6; |
| 2354 | xnn_params.f16.gemm.nr = 16; |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 2355 | |
Frank Barchard | 6b73c4f | 2020-06-26 18:40:40 -0700 | [diff] [blame] | 2356 | #if XNN_ENABLE_ASSEMBLY |
Frank Barchard | 7c3826e | 2021-06-07 15:14:16 -0700 | [diff] [blame] | 2357 | switch (cpuinfo_get_core(0)->uarch) { |
| 2358 | case cpuinfo_uarch_cortex_a55: |
| 2359 | xnn_params.f16.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_cortex_a55); |
| 2360 | break; |
| 2361 | |
Frank Barchard | 07f4a89 | 2021-06-07 18:26:08 -0700 | [diff] [blame] | 2362 | case cpuinfo_uarch_cortex_a75: |
Frank Barchard | 7b48ddc | 2021-06-11 13:00:49 -0700 | [diff] [blame] | 2363 | case cpuinfo_uarch_cortex_x1: |
Frank Barchard | 07f4a89 | 2021-06-07 18:26:08 -0700 | [diff] [blame] | 2364 | xnn_params.f16.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_cortex_a75); |
| 2365 | break; |
| 2366 | |
Frank Barchard | 7c3826e | 2021-06-07 15:14:16 -0700 | [diff] [blame] | 2367 | default: |
| 2368 | xnn_params.f16.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_ld32); |
| 2369 | break; |
| 2370 | } |
Frank Barchard | 6b73c4f | 2020-06-26 18:40:40 -0700 | [diff] [blame] | 2371 | xnn_params.f16.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_1x16__aarch64_neonfp16arith_ld32); |
Frank Barchard | 7c3826e | 2021-06-07 15:14:16 -0700 | [diff] [blame] | 2372 | |
| 2373 | #if XNN_MAX_UARCH_TYPES > 1 |
| 2374 | { |
| 2375 | /* Choose micro-kernels for little cores according to micro-kernel specification for the big core */ |
| 2376 | const uint32_t mr = xnn_params.f16.gemm.mr; |
| 2377 | const uint32_t nr = xnn_params.f16.gemm.nr; |
| 2378 | for (size_t i = 1; i < XNN_MAX_UARCH_TYPES; i++) { |
| 2379 | const struct cpuinfo_uarch_info* uarch_info = cpuinfo_get_uarch(i); |
| 2380 | if (uarch_info == NULL) { |
| 2381 | /* No more microarchitectures in the system */ |
| 2382 | break; |
| 2383 | } |
| 2384 | |
| 2385 | switch (uarch_info->uarch) { |
| 2386 | case cpuinfo_uarch_cortex_a55: |
| 2387 | if (mr == 6 && nr == 16) { |
| 2388 | xnn_params.f16.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_cortex_a55; |
| 2389 | } |
| 2390 | break; |
Frank Barchard | 07f4a89 | 2021-06-07 18:26:08 -0700 | [diff] [blame] | 2391 | |
Frank Barchard | d2f454e | 2021-06-08 10:47:16 -0700 | [diff] [blame] | 2392 | case cpuinfo_uarch_cortex_a55r0: |
| 2393 | if (mr == 6 && nr == 16) { |
| 2394 | xnn_params.f16.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64; |
| 2395 | } |
| 2396 | break; |
| 2397 | |
Frank Barchard | 07f4a89 | 2021-06-07 18:26:08 -0700 | [diff] [blame] | 2398 | /* Cortex A75 is the medium core Exynos 9820 (M4) */ |
| 2399 | case cpuinfo_uarch_cortex_a75: |
| 2400 | if (mr == 6 && nr == 16) { |
| 2401 | xnn_params.f16.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_6x16__aarch64_neonfp16arith_cortex_a75; |
| 2402 | } |
| 2403 | break; |
| 2404 | |
Frank Barchard | 7c3826e | 2021-06-07 15:14:16 -0700 | [diff] [blame] | 2405 | default: |
| 2406 | break; |
| 2407 | } |
| 2408 | } |
| 2409 | } |
| 2410 | #endif // XNN_MAX_UARCH_TYPES > 1 |
| 2411 | #else // XNN_ENABLE_ASSEMBLY |
Frank Barchard | 6b73c4f | 2020-06-26 18:40:40 -0700 | [diff] [blame] | 2412 | xnn_params.f16.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_6x16__neonfp16arith_ld64); |
| 2413 | xnn_params.f16.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_1x16__neonfp16arith_ld64); |
Frank Barchard | 7c3826e | 2021-06-07 15:14:16 -0700 | [diff] [blame] | 2414 | #endif // XNN_ENABLE_ASSEMBLY |
Frank Barchard | 49b4dcc | 2020-06-26 14:07:19 -0700 | [diff] [blame] | 2415 | xnn_params.f16.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f16_igemm_minmax_ukernel_6x16__neonfp16arith_ld64); |
Frank Barchard | 49b4dcc | 2020-06-26 14:07:19 -0700 | [diff] [blame] | 2416 | xnn_params.f16.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f16_igemm_minmax_ukernel_1x16__neonfp16arith_ld64); |
Marat Dukhan | c4302c2 | 2022-01-06 19:27:03 -0800 | [diff] [blame] | 2417 | xnn_params.f16.gemm.init.f16 = xnn_init_f16_scaleminmax_neon_params; |
Frank Barchard | 49b4dcc | 2020-06-26 14:07:19 -0700 | [diff] [blame] | 2418 | |
| 2419 | xnn_params.f16.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f16_dwconv_minmax_ukernel_up16x4__neonfp16arith; |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2420 | xnn_params.f16.dwconv[0].init.f16 = xnn_init_f16_minmax_neon_params; |
Frank Barchard | 49b4dcc | 2020-06-26 14:07:19 -0700 | [diff] [blame] | 2421 | xnn_params.f16.dwconv[0].channel_tile = 16; |
| 2422 | xnn_params.f16.dwconv[0].primary_tile = 4; |
| 2423 | |
| 2424 | xnn_params.f16.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f16_dwconv_minmax_ukernel_up16x9__neonfp16arith; |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2425 | xnn_params.f16.dwconv[1].init.f16 = xnn_init_f16_minmax_neon_params; |
Frank Barchard | 49b4dcc | 2020-06-26 14:07:19 -0700 | [diff] [blame] | 2426 | xnn_params.f16.dwconv[1].channel_tile = 16; |
| 2427 | xnn_params.f16.dwconv[1].primary_tile = 9; |
| 2428 | |
| 2429 | xnn_params.f16.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f16_dwconv_minmax_ukernel_up8x25__neonfp16arith_acc2; |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2430 | xnn_params.f16.dwconv[2].init.f16 = xnn_init_f16_minmax_neon_params; |
Frank Barchard | 49b4dcc | 2020-06-26 14:07:19 -0700 | [diff] [blame] | 2431 | xnn_params.f16.dwconv[2].channel_tile = 8; |
| 2432 | xnn_params.f16.dwconv[2].primary_tile = 25; |
| 2433 | |
Marat Dukhan | 8d5d259 | 2020-06-19 12:48:57 -0700 | [diff] [blame] | 2434 | xnn_params.f16.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 2435 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f16_gavgpool_minmax_ukernel_7x__neonfp16arith_c8, |
| 2436 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f16_gavgpool_minmax_ukernel_7p7x__neonfp16arith_c8, |
| 2437 | .init.f16 = xnn_init_f16_scaleminmax_neon_params, |
| 2438 | .update.f16 = xnn_update_f16_scaleminmax_neon_params, |
| 2439 | .row_tile = 7, |
| 2440 | .channel_tile = 8, |
Marat Dukhan | 8d5d259 | 2020-06-19 12:48:57 -0700 | [diff] [blame] | 2441 | }; |
Frank Barchard | 01898c0 | 2020-06-23 21:49:50 -0700 | [diff] [blame] | 2442 | xnn_params.f16.vadd = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 2443 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vadd_minmax_ukernel__neonfp16arith_x16, |
| 2444 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vaddc_minmax_ukernel__neonfp16arith_x16, |
| 2445 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vaddc_minmax_ukernel__neonfp16arith_x16, |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2446 | .init.f16_minmax = xnn_init_f16_minmax_neon_params, |
Frank Barchard | 01898c0 | 2020-06-23 21:49:50 -0700 | [diff] [blame] | 2447 | .element_tile = 16, |
| 2448 | }; |
Frank Barchard | 0ea6a77 | 2020-09-09 15:26:31 -0700 | [diff] [blame] | 2449 | xnn_params.f16.vmul = (struct vbinary_parameters) { |
| 2450 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vmul_minmax_ukernel__neonfp16arith_x16, |
| 2451 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vmulc_minmax_ukernel__neonfp16arith_x16, |
| 2452 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vmulc_minmax_ukernel__neonfp16arith_x16, |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2453 | .init.f16_minmax = xnn_init_f16_minmax_neon_params, |
Frank Barchard | 0ea6a77 | 2020-09-09 15:26:31 -0700 | [diff] [blame] | 2454 | .element_tile = 16, |
| 2455 | }; |
Frank Barchard | 49b4dcc | 2020-06-26 14:07:19 -0700 | [diff] [blame] | 2456 | xnn_params.f16.vmulcaddc = (struct vmulcaddc_parameters) { |
Marat Dukhan | 9531e9f | 2020-07-24 15:25:02 -0700 | [diff] [blame] | 2457 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f16_vmulcaddc_minmax_ukernel_c8__neonfp16arith_2x, |
Marat Dukhan | 645af97 | 2022-01-09 22:50:27 -0800 | [diff] [blame] | 2458 | .init.f16 = xnn_init_f16_minmax_neon_params, |
Frank Barchard | 49b4dcc | 2020-06-26 14:07:19 -0700 | [diff] [blame] | 2459 | .channel_tile = 8, |
| 2460 | .row_tile = 2, |
| 2461 | }; |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 2462 | xnn_params.f16.hswish = (struct vunary_parameters) { |
| 2463 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_vhswish_ukernel__neonfp16arith_x16, |
Marat Dukhan | 751f622 | 2022-01-09 23:10:04 -0800 | [diff] [blame] | 2464 | .init.f16_hswish = xnn_init_f16_hswish_neon_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 2465 | .element_tile = 16, |
| 2466 | }; |
Marat Dukhan | 8d5d259 | 2020-06-19 12:48:57 -0700 | [diff] [blame] | 2467 | } |
Frank Barchard | 7e2cbb0 | 2020-06-12 01:22:13 -0700 | [diff] [blame] | 2468 | #endif // XNN_NO_F16_OPERATORS |
| 2469 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 2470 | /**************************** F32 AArch64 micro-kernels ****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2471 | #ifndef XNN_NO_F32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 2472 | init_flags |= XNN_INIT_FLAG_F32; |
| 2473 | |
Marat Dukhan | dfe47b9 | 2020-12-14 02:48:43 -0800 | [diff] [blame] | 2474 | #if XNN_PLATFORM_IOS || XNN_PLATFORM_MAC |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2475 | #if XNN_ENABLE_ASSEMBLY |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 2476 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75); |
| 2477 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75); |
| 2478 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
| 2479 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2480 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2481 | xnn_params.f32.gemm.mr = 6; |
| 2482 | xnn_params.f32.gemm.nr = 8; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2483 | #else // !XNN_ENABLE_ASSEMBLY |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2484 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__neonfma_lane_ld64); |
| 2485 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__neonfma_lane_ld64); |
| 2486 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64); |
| 2487 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2488 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2489 | xnn_params.f32.gemm.mr = 6; |
| 2490 | xnn_params.f32.gemm.nr = 8; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2491 | #endif // XNN_ENABLE_ASSEMBLY |
Marat Dukhan | dfe47b9 | 2020-12-14 02:48:43 -0800 | [diff] [blame] | 2492 | #else // !XNN_PLATFORM_IOS && !XNN_PLATFORM_MAC |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2493 | #if XNN_ENABLE_ASSEMBLY |
| 2494 | switch (cpuinfo_get_core(0)->uarch) { |
| 2495 | case cpuinfo_uarch_cortex_a57: |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 2496 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a75); |
| 2497 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a75); |
| 2498 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75); |
| 2499 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2500 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2501 | xnn_params.f32.gemm.mr = 6; |
| 2502 | xnn_params.f32.gemm.nr = 8; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2503 | break; |
| 2504 | case cpuinfo_uarch_cortex_a72: |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 2505 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_prfm_cortex_a75); |
| 2506 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_prfm_cortex_a75); |
| 2507 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
| 2508 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2509 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2510 | xnn_params.f32.gemm.mr = 4; |
| 2511 | xnn_params.f32.gemm.nr = 8; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2512 | break; |
| 2513 | case cpuinfo_uarch_cortex_a75: |
| 2514 | case cpuinfo_uarch_cortex_a76: |
| 2515 | case cpuinfo_uarch_exynos_m3: |
| 2516 | case cpuinfo_uarch_exynos_m4: |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 2517 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75); |
| 2518 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75); |
| 2519 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
| 2520 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2521 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2522 | xnn_params.f32.gemm.mr = 6; |
| 2523 | xnn_params.f32.gemm.nr = 8; |
Zhi An Ng | a63651c | 2022-02-01 16:16:33 -0800 | [diff] [blame] | 2524 | #if XNN_ENABLE_JIT |
| 2525 | xnn_params.f32.gemm.generator.gemm = xnn_init_hmp_gemm_codegen(xnn_generate_f32_gemm_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75); |
Zhi An Ng | a3bf3ea | 2022-02-03 15:28:19 -0800 | [diff] [blame] | 2526 | xnn_params.f32.gemm.generator.igemm = xnn_init_hmp_igemm_codegen(xnn_generate_f32_igemm_ukernel_6x8__aarch64_neonfma_prfm_cortex_a75); |
Zhi An Ng | eb7256b | 2022-02-03 16:02:54 -0800 | [diff] [blame] | 2527 | xnn_params.f32.gemm.generator.gemm1 = xnn_init_hmp_gemm_codegen(xnn_generate_f32_gemm_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
Zhi An Ng | f30a859 | 2022-02-03 16:49:19 -0800 | [diff] [blame] | 2528 | xnn_params.f32.gemm.generator.igemm1 = xnn_init_hmp_igemm_codegen(xnn_generate_f32_igemm_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
Zhi An Ng | a63651c | 2022-02-01 16:16:33 -0800 | [diff] [blame] | 2529 | #endif |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2530 | break; |
| 2531 | case cpuinfo_uarch_exynos_m1: |
| 2532 | case cpuinfo_uarch_exynos_m2: |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2533 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8s4__neonfma); |
| 2534 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8s4__neonfma); |
| 2535 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8s4__neonfma); |
| 2536 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8s4__neonfma); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2537 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2538 | xnn_params.f32.gemm.mr = 6; |
| 2539 | xnn_params.f32.gemm.nr = 8; |
| 2540 | xnn_params.f32.gemm.log2_sr = 2; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2541 | break; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2542 | case cpuinfo_uarch_cortex_a53: |
| 2543 | case cpuinfo_uarch_cortex_a55r0: |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2544 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a53); |
| 2545 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a53); |
| 2546 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53); |
| 2547 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2548 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2549 | xnn_params.f32.gemm.mr = 6; |
| 2550 | xnn_params.f32.gemm.nr = 8; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2551 | break; |
Frank Barchard | f975ee0 | 2021-11-05 16:01:00 -0700 | [diff] [blame] | 2552 | case cpuinfo_uarch_cortex_a35: |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2553 | case cpuinfo_uarch_cortex_a55: |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2554 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a55); |
| 2555 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a55); |
| 2556 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53); |
| 2557 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2558 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2559 | xnn_params.f32.gemm.mr = 6; |
| 2560 | xnn_params.f32.gemm.nr = 8; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2561 | break; |
| 2562 | case cpuinfo_uarch_cortex_a73: |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2563 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a73); |
| 2564 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a73); |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 2565 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
| 2566 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_prfm_cortex_a75); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2567 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2568 | xnn_params.f32.gemm.mr = 6; |
| 2569 | xnn_params.f32.gemm.nr = 8; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2570 | break; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2571 | case cpuinfo_uarch_cortex_a77: |
| 2572 | case cpuinfo_uarch_exynos_m5: |
| 2573 | case cpuinfo_uarch_kryo: |
Frank Barchard | 143a110 | 2021-06-15 09:15:34 -0700 | [diff] [blame] | 2574 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a75); |
| 2575 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a75); |
| 2576 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75); |
| 2577 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a75); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2578 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2579 | xnn_params.f32.gemm.mr = 4; |
| 2580 | xnn_params.f32.gemm.nr = 8; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2581 | break; |
Frank Barchard | 990b2af | 2021-06-14 11:49:15 -0700 | [diff] [blame] | 2582 | case cpuinfo_uarch_cortex_a78: |
| 2583 | case cpuinfo_uarch_cortex_x1: |
| 2584 | default: |
| 2585 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_ld128); |
Frank Barchard | 79cd5f9 | 2021-06-21 17:34:59 -0700 | [diff] [blame] | 2586 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_ld128); |
Frank Barchard | 990b2af | 2021-06-14 11:49:15 -0700 | [diff] [blame] | 2587 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64); |
| 2588 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64); |
| 2589 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
| 2590 | xnn_params.f32.gemm.mr = 6; |
| 2591 | xnn_params.f32.gemm.nr = 8; |
| 2592 | break; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2593 | } |
Marat Dukhan | 05702cf | 2020-03-26 15:41:33 -0700 | [diff] [blame] | 2594 | #if XNN_MAX_UARCH_TYPES > 1 |
| 2595 | { |
| 2596 | /* Choose micro-kernels for little cores according to micro-kernel specification for the big core */ |
| 2597 | const uint32_t mr = xnn_params.f32.gemm.mr; |
| 2598 | const uint32_t nr = xnn_params.f32.gemm.nr; |
| 2599 | const uint32_t log2_sr = xnn_params.f32.gemm.log2_sr; |
| 2600 | for (size_t i = 1; i < XNN_MAX_UARCH_TYPES; i++) { |
| 2601 | const struct cpuinfo_uarch_info* uarch_info = cpuinfo_get_uarch(i); |
| 2602 | if (uarch_info == NULL) { |
| 2603 | /* No more microarchitectures in the system */ |
| 2604 | break; |
| 2605 | } |
| 2606 | |
| 2607 | switch (uarch_info->uarch) { |
| 2608 | case cpuinfo_uarch_cortex_a53: |
| 2609 | case cpuinfo_uarch_cortex_a55r0: |
| 2610 | if (mr == 6 && nr == 8 && log2_sr == 0) { |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2611 | xnn_params.f32.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a53; |
| 2612 | xnn_params.f32.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a53; |
| 2613 | xnn_params.f32.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53; |
| 2614 | xnn_params.f32.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53; |
Marat Dukhan | 05702cf | 2020-03-26 15:41:33 -0700 | [diff] [blame] | 2615 | } else if (mr == 4 && nr == 8 && log2_sr == 0) { |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2616 | xnn_params.f32.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a53; |
| 2617 | xnn_params.f32.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a53; |
| 2618 | xnn_params.f32.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53; |
| 2619 | xnn_params.f32.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53; |
Marat Dukhan | 05702cf | 2020-03-26 15:41:33 -0700 | [diff] [blame] | 2620 | } |
| 2621 | break; |
| 2622 | case cpuinfo_uarch_cortex_a55: |
| 2623 | if (mr == 6 && nr == 8 && log2_sr == 0) { |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2624 | xnn_params.f32.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a55; |
| 2625 | xnn_params.f32.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__aarch64_neonfma_cortex_a55; |
| 2626 | xnn_params.f32.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53; |
| 2627 | xnn_params.f32.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53; |
Marat Dukhan | 05702cf | 2020-03-26 15:41:33 -0700 | [diff] [blame] | 2628 | } else if (mr == 4 && nr == 8 && log2_sr == 0) { |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2629 | xnn_params.f32.gemm.minmax.gemm.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a55; |
| 2630 | xnn_params.f32.gemm.minmax.igemm.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_a55; |
| 2631 | xnn_params.f32.gemm.minmax.gemm1.function[i] = (xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53; |
| 2632 | xnn_params.f32.gemm.minmax.igemm1.function[i] = (xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__aarch64_neonfma_cortex_a53; |
Marat Dukhan | 05702cf | 2020-03-26 15:41:33 -0700 | [diff] [blame] | 2633 | } |
| 2634 | break; |
| 2635 | default: |
| 2636 | break; |
| 2637 | } |
| 2638 | } |
| 2639 | } |
| 2640 | #endif // XNN_MAX_UARCH_TYPES > 1 |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2641 | #else // !XNN_ENABLE_ASSEMBLY |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2642 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_6x8__neonfma_lane_ld64); |
| 2643 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_6x8__neonfma_lane_ld64); |
| 2644 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__neonfma_lane_ld64); |
| 2645 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__neonfma_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2646 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2647 | xnn_params.f32.gemm.mr = 6; |
| 2648 | xnn_params.f32.gemm.nr = 8; |
Marat Dukhan | 31677ad | 2020-10-13 23:59:31 -0700 | [diff] [blame] | 2649 | #endif // XNN_ENABLE_ASSEMBLY |
Marat Dukhan | dfe47b9 | 2020-12-14 02:48:43 -0800 | [diff] [blame] | 2650 | #endif // XNN_PLATFORM_IOS || XNN_PLATFORM_MAC |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2651 | xnn_params.f32.gemm2.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x2__neonfma_lane_ld64); |
| 2652 | xnn_params.f32.gemm2.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x2__neonfma_lane_ld64); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2653 | xnn_params.f32.gemm2.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2654 | xnn_params.f32.gemm2.mr = 4; |
| 2655 | xnn_params.f32.gemm2.nr = 2; |
| 2656 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 2657 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x3__neonfma; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 2658 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | f5425ea | 2020-04-24 01:46:00 -0700 | [diff] [blame] | 2659 | xnn_params.f32.dwconv[0].channel_tile = 8; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 2660 | xnn_params.f32.dwconv[0].primary_tile = 3; |
| 2661 | |
| 2662 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x4__neonfma; |
| 2663 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 2664 | xnn_params.f32.dwconv[1].channel_tile = 8; |
| 2665 | xnn_params.f32.dwconv[1].primary_tile = 4; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2666 | |
Marat Dukhan | dfe47b9 | 2020-12-14 02:48:43 -0800 | [diff] [blame] | 2667 | #if XNN_PLATFORM_IOS || XNN_PLATFORM_MAC |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 2668 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x9__neonfma; |
| 2669 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 2670 | xnn_params.f32.dwconv[2].channel_tile = 8; |
| 2671 | xnn_params.f32.dwconv[2].primary_tile = 9; |
Marat Dukhan | dfe47b9 | 2020-12-14 02:48:43 -0800 | [diff] [blame] | 2672 | #else // !XNN_PLATFORM_IOS && !XNN_PLATFORM_MAC |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2673 | switch (cpuinfo_get_core(0)->uarch) { |
| 2674 | case cpuinfo_uarch_kryo: |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 2675 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x9__neonfma; |
| 2676 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 2677 | xnn_params.f32.dwconv[2].channel_tile = 8; |
| 2678 | xnn_params.f32.dwconv[2].primary_tile = 9; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2679 | break; |
| 2680 | #if XNN_ENABLE_ASSEMBLY |
| 2681 | case cpuinfo_uarch_cortex_a53: |
| 2682 | case cpuinfo_uarch_cortex_a55r0: |
| 2683 | case cpuinfo_uarch_cortex_a55: |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 2684 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up4x9__aarch64_neonfma_cortex_a55; |
| 2685 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 2686 | xnn_params.f32.dwconv[2].channel_tile = 4; |
| 2687 | xnn_params.f32.dwconv[2].primary_tile = 9; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2688 | break; |
| 2689 | #endif // XNN_ENABLE_ASSEMBLY |
| 2690 | default: |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 2691 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x9__neonfma; |
| 2692 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 2693 | xnn_params.f32.dwconv[2].channel_tile = 8; |
| 2694 | xnn_params.f32.dwconv[2].primary_tile = 9; |
Frank Barchard | 0d1052c | 2020-03-23 17:28:13 -0700 | [diff] [blame] | 2695 | break; |
| 2696 | } |
Marat Dukhan | dfe47b9 | 2020-12-14 02:48:43 -0800 | [diff] [blame] | 2697 | #endif // XNN_PLATFORM_IOS && XNN_PLATFORM_MAC |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2698 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 2699 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x25__neonfma_acc2; |
| 2700 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 2701 | xnn_params.f32.dwconv[3].channel_tile = 8; |
| 2702 | xnn_params.f32.dwconv[3].primary_tile = 25; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 2703 | |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2704 | xnn_params.f32.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 2705 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9x__neon_c4, |
| 2706 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9p8x__neon_c4, |
| 2707 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 2708 | .primary_tile = 9, |
| 2709 | .incremental_tile = 8, |
| 2710 | .channel_tile = 4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2711 | }; |
| 2712 | xnn_params.f32.pavgpool = (struct pavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 2713 | .unipass = (xnn_pavgpool_unipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9x__neon_c4, |
| 2714 | .multipass = (xnn_pavgpool_multipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9p8x__neon_c4, |
| 2715 | .primary_tile = 9, |
| 2716 | .incremental_tile = 8, |
| 2717 | .channel_tile = 4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2718 | }; |
| 2719 | xnn_params.f32.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 2720 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7x__neon_c4, |
| 2721 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7p7x__neon_c4, |
| 2722 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 2723 | .update.f32 = xnn_update_f32_scaleminmax_scalar_params, |
| 2724 | .row_tile = 7, |
| 2725 | .channel_tile = 4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2726 | }; |
| 2727 | xnn_params.f32.maxpool = (struct maxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 2728 | .ukernel = (xnn_maxpool_ukernel_function) xnn_f32_maxpool_minmax_ukernel_9p8x__neon_c4, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 2729 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2730 | .mr = 9, |
| 2731 | .qr = 8, |
| 2732 | }; |
| 2733 | xnn_params.f32.argmaxpool[0] = (struct argmaxpool_parameters) { |
Marat Dukhan | ef25c6d | 2020-07-24 00:59:40 -0700 | [diff] [blame] | 2734 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_4x__neon_c4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2735 | .mr = 4, |
| 2736 | }; |
| 2737 | xnn_params.f32.argmaxpool[1] = (struct argmaxpool_parameters) { |
Marat Dukhan | ef25c6d | 2020-07-24 00:59:40 -0700 | [diff] [blame] | 2738 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9x__neon_c4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2739 | .mr = 9, |
| 2740 | }; |
| 2741 | xnn_params.f32.argmaxpool[2] = (struct argmaxpool_parameters) { |
Marat Dukhan | ef25c6d | 2020-07-24 00:59:40 -0700 | [diff] [blame] | 2742 | .mp = (xnn_argmaxpool_multipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9p8x__neon_c4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2743 | .mr = 9, |
| 2744 | .qr = 8, |
| 2745 | }; |
Marat Dukhan | 660fd19 | 2020-03-10 04:55:30 -0700 | [diff] [blame] | 2746 | xnn_params.f32.ibilinear = (struct ibilinear_parameters) { |
| 2747 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_f32_ibilinear_ukernel__neonfma_c8, |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 2748 | .pixel_tile = 1, |
| 2749 | .channel_tile = 8, |
| 2750 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 2751 | xnn_params.f32.abs = (struct vunary_parameters) { |
| 2752 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vabs_ukernel__neon_x8, |
| 2753 | .element_tile = 8, |
| 2754 | }; |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 2755 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 2756 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__neon_x8, |
| 2757 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
| 2758 | .element_tile = 8, |
| 2759 | }; |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 2760 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 2761 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__neonfma_rr1_lut16_p3_x16, |
| 2762 | .init.f32_elu = xnn_init_f32_elu_neonfma_rr1_lut16_p3_params, |
| 2763 | .element_tile = 16, |
| 2764 | }; |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 2765 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 2766 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__neon_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 2767 | .init.f32_hswish = xnn_init_f32_hswish_scalar_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 2768 | .element_tile = 16, |
| 2769 | }; |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 2770 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 2771 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__neon_x8, |
| 2772 | .init.f32_lrelu = xnn_init_f32_lrelu_scalar_params, |
| 2773 | .element_tile = 8, |
| 2774 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 2775 | xnn_params.f32.neg = (struct vunary_parameters) { |
| 2776 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vneg_ukernel__neon_x8, |
| 2777 | .element_tile = 8, |
| 2778 | }; |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 2779 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 2780 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__neonv8_x8, |
| 2781 | .element_tile = 8, |
| 2782 | }; |
| 2783 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 2784 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__neonv8_x8, |
| 2785 | .element_tile = 8, |
| 2786 | }; |
| 2787 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 2788 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__neonv8_x8, |
| 2789 | .element_tile = 8, |
| 2790 | }; |
| 2791 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 2792 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__neonv8_x8, |
| 2793 | .element_tile = 8, |
| 2794 | }; |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 2795 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 2796 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__neonfma_rr1_lut64_p2_nr2recps_x16, |
| 2797 | .init.f32_sigmoid = xnn_init_f32_sigmoid_neonfma_rr1_lut64_p2_params, |
| 2798 | .element_tile = 16, |
| 2799 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 2800 | xnn_params.f32.sqr = (struct vunary_parameters) { |
| 2801 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqr_ukernel__neon_x8, |
| 2802 | .element_tile = 8, |
| 2803 | }; |
Marat Dukhan | e72b282 | 2021-12-30 14:46:58 -0800 | [diff] [blame] | 2804 | xnn_params.f32.sqrt = (struct vunary_parameters) { |
| 2805 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqrt_ukernel__neon_sqrt_x4, |
| 2806 | .element_tile = 4, |
| 2807 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2808 | xnn_params.f32.prelu = (struct prelu_parameters) { |
Marat Dukhan | 69c3f2c | 2019-11-06 12:30:01 -0800 | [diff] [blame] | 2809 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__neon_2x8, |
| 2810 | .row_tile = 2, |
| 2811 | .channel_tile = 8, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2812 | }; |
Marat Dukhan | 4a5c771 | 2022-01-05 22:43:13 -0800 | [diff] [blame] | 2813 | xnn_params.f32.raddstoreexpminusmax = (struct raddstoreexpminusmax_parameters) { |
| 2814 | .ukernel = xnn_f32_raddstoreexpminusmax_ukernel__neonfma_rr1_lut64_p2_x16, |
| 2815 | .init = xnn_init_f32_expminus_neonfma_rr1_lut64_p2_params, |
| 2816 | .element_tile = 16, |
| 2817 | }; |
Marat Dukhan | 1edc454 | 2020-01-27 12:40:13 -0800 | [diff] [blame] | 2818 | xnn_params.f32.rmax = xnn_f32_rmax_ukernel__neon; |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 2819 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 2820 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__neon_x8, |
| 2821 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__neon_x8, |
| 2822 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__neon_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 2823 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 2824 | .element_tile = 8, |
| 2825 | }; |
Marat Dukhan | 6918050 | 2019-12-06 15:00:31 -0800 | [diff] [blame] | 2826 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 2827 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__neon_x8, |
| 2828 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__neon_x8, |
| 2829 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__neon_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 2830 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 6918050 | 2019-12-06 15:00:31 -0800 | [diff] [blame] | 2831 | .element_tile = 8, |
| 2832 | }; |
Marat Dukhan | 79e7f84 | 2019-12-05 14:35:50 -0800 | [diff] [blame] | 2833 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 2834 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__neon_x8, |
| 2835 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__neon_x8, |
| 2836 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__neon_x8, |
Marat Dukhan | 79e7f84 | 2019-12-05 14:35:50 -0800 | [diff] [blame] | 2837 | .element_tile = 8, |
| 2838 | }; |
| 2839 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 2840 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__neon_x8, |
| 2841 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__neon_x8, |
| 2842 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__neon_x8, |
Marat Dukhan | 79e7f84 | 2019-12-05 14:35:50 -0800 | [diff] [blame] | 2843 | .element_tile = 8, |
| 2844 | }; |
Marat Dukhan | 1e782c4 | 2019-11-21 17:02:40 -0800 | [diff] [blame] | 2845 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 2846 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__neon_x8, |
| 2847 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__neon_x8, |
| 2848 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__neon_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 2849 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | ca2733c | 2019-11-15 23:21:17 -0800 | [diff] [blame] | 2850 | .element_tile = 8, |
| 2851 | }; |
Marat Dukhan | 05f3f6d | 2019-12-03 15:13:53 -0800 | [diff] [blame] | 2852 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 2853 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__neon_x8, |
| 2854 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__neon_x8, |
| 2855 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__neon_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 2856 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 05f3f6d | 2019-12-03 15:13:53 -0800 | [diff] [blame] | 2857 | .element_tile = 8, |
| 2858 | }; |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 2859 | xnn_params.f32.vsqrdiff = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 2860 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiff_ukernel__neon_x8, |
| 2861 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__neon_x8, |
| 2862 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__neon_x8, |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 2863 | .element_tile = 8, |
| 2864 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2865 | xnn_params.f32.vmulcaddc = (struct vmulcaddc_parameters) { |
Marat Dukhan | 9531e9f | 2020-07-24 15:25:02 -0700 | [diff] [blame] | 2866 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f32_vmulcaddc_minmax_ukernel_c4__neonfma_2x, |
Marat Dukhan | c58453f | 2021-05-24 14:47:38 -0700 | [diff] [blame] | 2867 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 49e6ee9 | 2019-11-06 15:55:29 -0800 | [diff] [blame] | 2868 | .channel_tile = 4, |
| 2869 | .row_tile = 2, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2870 | }; |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2871 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | cfbed0a | 2020-12-08 10:01:51 -0800 | [diff] [blame] | 2872 | init_flags |= XNN_INIT_FLAG_CHW_OPT; |
| 2873 | |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2874 | xnn_params.f32.spmm = (struct spmm_parameters) { |
Marat Dukhan | 4baa2ac | 2021-02-11 10:04:09 -0800 | [diff] [blame] | 2875 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined, |
| 2876 | .mr = 32, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2877 | .nr = 1, |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2878 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2879 | xnn_params.f32.spmm2 = (struct spmm_parameters) { |
Marat Dukhan | 4baa2ac | 2021-02-11 10:04:09 -0800 | [diff] [blame] | 2880 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_32x2__neonfma, |
| 2881 | .mr = 32, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2882 | .nr = 2, |
| 2883 | }; |
| 2884 | xnn_params.f32.spmm4 = (struct spmm_parameters) { |
Marat Dukhan | 4baa2ac | 2021-02-11 10:04:09 -0800 | [diff] [blame] | 2885 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_32x4__neonfma, |
| 2886 | .mr = 32, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2887 | .nr = 4, |
| 2888 | }; |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 2889 | xnn_params.f32.conv_hwc2chw_3x3c3s2 = (struct conv_hwc2chw_parameters) { |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2890 | .ukernel_with_symm_padding = |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 2891 | (xnn_conv_hwc2chw_ukernel_function) xnn_f32_conv_hwc2chw_ukernel_3x3s2p1c3x4__neonfma_2x2, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2892 | .output_channel_tile = 4, |
| 2893 | .output_height_tile = 2, |
| 2894 | .output_width_tile = 2, |
| 2895 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 2896 | xnn_params.f32.dwconv2d_chw_3x3 = (struct dwconv2d_chw_parameters) { |
| 2897 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3p1__neonfma_3x4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2898 | .output_width_tile = 4, |
| 2899 | .output_height_tile = 3, |
| 2900 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 2901 | xnn_params.f32.dwconv2d_chw_3x3s2 = (struct dwconv2d_chw_parameters) { |
Marat Dukhan | 82f0c32 | 2020-10-25 19:17:35 -0700 | [diff] [blame] | 2902 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__neonfma_2x4_acc2, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2903 | .output_width_tile = 4, |
Marat Dukhan | 82f0c32 | 2020-10-25 19:17:35 -0700 | [diff] [blame] | 2904 | .output_height_tile = 2, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2905 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 2906 | xnn_params.f32.dwconv2d_chw_5x5 = (struct dwconv2d_chw_parameters) { |
Marat Dukhan | 149f0ea | 2020-10-26 12:50:33 -0700 | [diff] [blame] | 2907 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5p2__neonfma_4x4, |
Marat Dukhan | a99918a | 2019-11-15 14:40:12 -0800 | [diff] [blame] | 2908 | .output_width_tile = 4, |
Marat Dukhan | 149f0ea | 2020-10-26 12:50:33 -0700 | [diff] [blame] | 2909 | .output_height_tile = 4, |
Marat Dukhan | a99918a | 2019-11-15 14:40:12 -0800 | [diff] [blame] | 2910 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 2911 | xnn_params.f32.dwconv2d_chw_5x5s2 = (struct dwconv2d_chw_parameters) { |
| 2912 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__neonfma_1x4_acc2, |
Marat Dukhan | a99918a | 2019-11-15 14:40:12 -0800 | [diff] [blame] | 2913 | .output_width_tile = 4, |
| 2914 | .output_height_tile = 1, |
| 2915 | }; |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 2916 | xnn_params.f32.gavgpool_cw = (struct gavgpool_cw_parameters) { |
| 2917 | .ukernel = (xnn_gavgpool_cw_ukernel_function) xnn_f32_gavgpool_cw_ukernel__neon_x4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2918 | .channel_tile = 4, |
| 2919 | }; |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 2920 | xnn_params.f32.ibilinear_chw = (struct ibilinear_chw_parameters) { |
Artsiom Ablavatski | 2202c81 | 2021-01-22 14:16:43 -0800 | [diff] [blame] | 2921 | .ukernel = (xnn_ibilinear_chw_ukernel_function) xnn_f32_ibilinear_chw_ukernel__neonfma_p8, |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 2922 | .channel_tile = 1, |
Artsiom Ablavatski | b3ffd58 | 2021-03-31 13:00:08 -0700 | [diff] [blame] | 2923 | .pixel_tile = 8, |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 2924 | }; |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 2925 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2926 | #endif // XNN_NO_F32_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2927 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 2928 | /*************************** VCVT AArch64 micro-kernels ***************************/ |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 2929 | #ifndef XNN_NO_VCVT_OPERATORS |
| 2930 | init_flags |= XNN_INIT_FLAG_VCVT; |
| 2931 | |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 2932 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 2933 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__neonfp16_x16, |
| 2934 | .element_tile = 16, |
| 2935 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 2936 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 2937 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__neonfp16_x16, |
| 2938 | .element_tile = 16, |
| 2939 | }; |
Marat Dukhan | ed2d776 | 2021-12-03 23:51:19 -0800 | [diff] [blame] | 2940 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 2941 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__neonv8_x32, |
| 2942 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_neonv8_params, |
| 2943 | .element_tile = 32, |
| 2944 | }; |
| 2945 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
| 2946 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__neonv8_x32, |
| 2947 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_neonv8_params, |
| 2948 | .element_tile = 32, |
| 2949 | }; |
Marat Dukhan | f92206b | 2021-12-10 17:02:07 -0800 | [diff] [blame] | 2950 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 2951 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__neon_x32, |
| 2952 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_neon_params, |
| 2953 | .element_tile = 32, |
| 2954 | }; |
| 2955 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 2956 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__neon_x32, |
| 2957 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_neon_params, |
| 2958 | .element_tile = 32, |
| 2959 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 2960 | #endif // XNN_NO_VCVT_OPERATORS |
| 2961 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 2962 | /**************************** X32 AArch64 micro-kernels ****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2963 | #ifndef XNN_NO_X32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 2964 | init_flags |= XNN_INIT_FLAG_X32; |
| 2965 | |
Marat Dukhan | 57dccd8 | 2020-04-14 00:53:10 -0700 | [diff] [blame] | 2966 | xnn_params.x32.unpool = (xnn_unpool_ukernel_function) xnn_x32_unpool_ukernel__neon; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2967 | xnn_params.x32.zip = (struct zip_parameters) { |
| 2968 | .x2 = (xnn_zipc_ukernel_function) xnn_x32_zip_x2_ukernel__neon, |
| 2969 | .x3 = (xnn_zipc_ukernel_function) xnn_x32_zip_x3_ukernel__neon, |
| 2970 | .x4 = (xnn_zipc_ukernel_function) xnn_x32_zip_x4_ukernel__neon, |
| 2971 | .xm = (xnn_zipv_ukernel_function) xnn_x32_zip_xm_ukernel__neon, |
| 2972 | }; |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 2973 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | ad71b9a | 2020-11-20 00:01:51 -0800 | [diff] [blame] | 2974 | xnn_params.x32.depthtospace2d_chw2hwc = (struct depthtospace2d_chw2hwc_parameters) { |
| 2975 | .ukernel = (xnn_depthtospace2d_chw2hwc_ukernel_function) xnn_x32_depthtospace2d_chw2hwc_ukernel__scalar, |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 2976 | .channel_tile = 1, |
| 2977 | .pixel_tile = 1, |
| 2978 | }; |
| 2979 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 2980 | #endif // XNN_NO_X32_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 2981 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 2982 | /**************************** XX AArch64 micro-kernels ****************************/ |
Marat Dukhan | 048931b | 2020-11-24 20:53:54 -0800 | [diff] [blame] | 2983 | #ifndef XNN_NO_XX_OPERATORS |
| 2984 | init_flags |= XNN_INIT_FLAG_XX; |
| 2985 | |
| 2986 | xnn_params.xx.copy = (xnn_univector_ukernel_function) xnn_xx_copy_ukernel__memcpy; |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 2987 | xnn_params.xx.fill = (struct fill_parameters) { |
| 2988 | .ukernel = (xnn_fill_ukernel_function) xnn_xx_fill_ukernel__neon_x64, |
| 2989 | .row_tile = 1, |
| 2990 | }; |
Marat Dukhan | 0461f2d | 2021-08-08 12:36:29 -0700 | [diff] [blame] | 2991 | xnn_params.xx.pad = (struct pad_parameters) { |
| 2992 | .ukernel = (xnn_pad_ukernel_function) xnn_xx_pad_ukernel__neon, |
| 2993 | .row_tile = 1, |
| 2994 | }; |
Marat Dukhan | 048931b | 2020-11-24 20:53:54 -0800 | [diff] [blame] | 2995 | #endif |
| 2996 | |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 2997 | #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 |
| 2998 | if (!cpuinfo_has_x86_sse2()) { |
| 2999 | xnn_log_error("XNNPACK initialization failed: SSE2 is not supported"); |
| 3000 | return; |
| 3001 | } |
| 3002 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 3003 | /**************************** QC8 x86 micro-kernels ****************************/ |
Marat Dukhan | 5e35386 | 2021-06-15 09:03:25 -0700 | [diff] [blame] | 3004 | #ifndef XNN_NO_QC8_OPERATORS |
| 3005 | init_flags |= XNN_INIT_FLAG_QC8; |
| 3006 | |
Marat Dukhan | 039a388 | 2022-01-21 14:53:11 -0800 | [diff] [blame] | 3007 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | 5e35386 | 2021-06-15 09:03:25 -0700 | [diff] [blame] | 3008 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x16c8__avx512skx); |
| 3009 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x16c8__avx512skx); |
| 3010 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x16c8__avx512skx); |
| 3011 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x16c8__avx512skx); |
| 3012 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_avx512_params; |
| 3013 | xnn_params.qc8.gemm.mr = 4; |
| 3014 | xnn_params.qc8.gemm.nr = 16; |
| 3015 | xnn_params.qc8.gemm.log2_kr = 3; |
| 3016 | } else if (cpuinfo_has_x86_xop()) { |
| 3017 | // XOP should be checked before AVX2: AMD Excavator supports both, but performs better with XOP microkernels |
| 3018 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x4c8__xop_ld64); |
| 3019 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__xop_ld64); |
| 3020 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x4c8__xop_ld64); |
| 3021 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__xop_ld64); |
| 3022 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_sse4_params; |
| 3023 | xnn_params.qc8.gemm.mr = 2; |
| 3024 | xnn_params.qc8.gemm.nr = 4; |
| 3025 | xnn_params.qc8.gemm.log2_kr = 3; |
| 3026 | } else if (cpuinfo_has_x86_avx2()) { |
| 3027 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_3x8c8__avx2); |
| 3028 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_3x8c8__avx2); |
| 3029 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x8c8__avx2); |
| 3030 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x8c8__avx2); |
| 3031 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_avx2_params; |
| 3032 | xnn_params.qc8.gemm.mr = 3; |
| 3033 | xnn_params.qc8.gemm.nr = 8; |
| 3034 | xnn_params.qc8.gemm.log2_kr = 3; |
| 3035 | } else if (cpuinfo_has_x86_avx()) { |
| 3036 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128); |
| 3037 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x4c8__avx_ld128); |
| 3038 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x4c8__avx_ld128); |
| 3039 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__avx_ld128); |
| 3040 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_sse4_params; |
| 3041 | xnn_params.qc8.gemm.mr = 2; |
| 3042 | xnn_params.qc8.gemm.nr = 4; |
| 3043 | xnn_params.qc8.gemm.log2_kr = 3; |
| 3044 | } else if (cpuinfo_has_x86_sse4_1()) { |
| 3045 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64); |
| 3046 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld64); |
| 3047 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld64); |
| 3048 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__sse41_ld64); |
| 3049 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_sse4_params; |
| 3050 | xnn_params.qc8.gemm.mr = 3; |
| 3051 | xnn_params.qc8.gemm.nr = 4; |
| 3052 | xnn_params.qc8.gemm.log2_kr = 3; |
| 3053 | } else { |
| 3054 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64); |
| 3055 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld64); |
| 3056 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64); |
| 3057 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__sse2_ld64); |
| 3058 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_sse2_params; |
| 3059 | xnn_params.qc8.gemm.mr = 3; |
| 3060 | xnn_params.qc8.gemm.nr = 4; |
| 3061 | xnn_params.qc8.gemm.log2_kr = 3; |
| 3062 | } |
| 3063 | |
Marat Dukhan | 039a388 | 2022-01-21 14:53:11 -0800 | [diff] [blame] | 3064 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | 5e35386 | 2021-06-15 09:03:25 -0700 | [diff] [blame] | 3065 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up32x9__avx512skx_mul32; |
| 3066 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_avx512_params; |
| 3067 | xnn_params.qc8.dwconv[0].channel_tile = 32; |
| 3068 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up32x25__avx512skx_mul32; |
| 3069 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_avx512_params; |
| 3070 | xnn_params.qc8.dwconv[1].channel_tile = 32; |
| 3071 | } else if (cpuinfo_has_x86_xop()) { |
| 3072 | // XOP should be checked before AVX2: AMD Excavator supports both, but performs better with XOP microkernels |
Marat Dukhan | 2848059 | 2021-07-27 23:52:27 -0700 | [diff] [blame] | 3073 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x9__xop_mul16_add16; |
Marat Dukhan | 5e35386 | 2021-06-15 09:03:25 -0700 | [diff] [blame] | 3074 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_sse4_params; |
| 3075 | xnn_params.qc8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 2848059 | 2021-07-27 23:52:27 -0700 | [diff] [blame] | 3076 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x25__xop_mul16_add16; |
Marat Dukhan | 5e35386 | 2021-06-15 09:03:25 -0700 | [diff] [blame] | 3077 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_sse4_params; |
| 3078 | xnn_params.qc8.dwconv[1].channel_tile = 16; |
| 3079 | } else if (cpuinfo_has_x86_avx2()) { |
| 3080 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x9__avx2_mul32; |
| 3081 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_avx2_params; |
| 3082 | xnn_params.qc8.dwconv[0].channel_tile = 16; |
| 3083 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x25__avx2_mul32; |
| 3084 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_avx2_params; |
| 3085 | xnn_params.qc8.dwconv[1].channel_tile = 16; |
| 3086 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 2848059 | 2021-07-27 23:52:27 -0700 | [diff] [blame] | 3087 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x9__avx_mul16_add16; |
Marat Dukhan | 5e35386 | 2021-06-15 09:03:25 -0700 | [diff] [blame] | 3088 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_sse4_params; |
| 3089 | xnn_params.qc8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 2848059 | 2021-07-27 23:52:27 -0700 | [diff] [blame] | 3090 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x25__avx_mul16_add16; |
Marat Dukhan | 5e35386 | 2021-06-15 09:03:25 -0700 | [diff] [blame] | 3091 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_sse4_params; |
| 3092 | xnn_params.qc8.dwconv[1].channel_tile = 16; |
| 3093 | } else if (cpuinfo_has_x86_sse4_1()) { |
| 3094 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up8x9__sse41_mul16; |
| 3095 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_sse4_params; |
| 3096 | xnn_params.qc8.dwconv[0].channel_tile = 8; |
| 3097 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__sse41_mul16; |
| 3098 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_sse4_params; |
| 3099 | xnn_params.qc8.dwconv[1].channel_tile = 8; |
| 3100 | } else if (cpuinfo_has_x86_sse2()) { |
| 3101 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up8x9__sse2_mul16; |
| 3102 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_sse2_params; |
| 3103 | xnn_params.qc8.dwconv[0].channel_tile = 8; |
| 3104 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up8x25__sse2_mul16; |
| 3105 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_sse2_params; |
| 3106 | xnn_params.qc8.dwconv[1].channel_tile = 8; |
| 3107 | } |
| 3108 | xnn_params.qc8.dwconv[0].primary_tile = 9; |
| 3109 | xnn_params.qc8.dwconv[1].primary_tile = 25; |
| 3110 | #endif // XNN_NO_QC8_OPERATORS |
| 3111 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 3112 | /**************************** QS8 x86 micro-kernels ****************************/ |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3113 | #ifndef XNN_NO_QS8_OPERATORS |
| 3114 | init_flags |= XNN_INIT_FLAG_QS8; |
| 3115 | |
Marat Dukhan | 039a388 | 2022-01-21 14:53:11 -0800 | [diff] [blame] | 3116 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | 71855ee | 2021-05-25 19:05:06 -0700 | [diff] [blame] | 3117 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_4x16c8__avx512skx); |
| 3118 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_4x16c8__avx512skx); |
| 3119 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x16c8__avx512skx); |
| 3120 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x16c8__avx512skx); |
| 3121 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_avx512_params; |
Marat Dukhan | bb00b1d | 2020-08-10 11:37:23 -0700 | [diff] [blame] | 3122 | xnn_params.qs8.gemm.mr = 4; |
| 3123 | xnn_params.qs8.gemm.nr = 16; |
| 3124 | xnn_params.qs8.gemm.log2_kr = 3; |
| 3125 | } else if (cpuinfo_has_x86_xop()) { |
Marat Dukhan | 75215d8 | 2020-08-07 23:08:03 -0700 | [diff] [blame] | 3126 | // XOP should be checked before AVX2: AMD Excavator supports both, but performs better with XOP microkernels |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 3127 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__xop_ld64); |
| 3128 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__xop_ld64); |
| 3129 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x4c8__xop_ld64); |
| 3130 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__xop_ld64); |
| 3131 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse4_params; |
Marat Dukhan | 75215d8 | 2020-08-07 23:08:03 -0700 | [diff] [blame] | 3132 | xnn_params.qs8.gemm.mr = 2; |
| 3133 | xnn_params.qs8.gemm.nr = 4; |
| 3134 | xnn_params.qs8.gemm.log2_kr = 3; |
| 3135 | } else if (cpuinfo_has_x86_avx2()) { |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 3136 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_3x8c8__avx2); |
| 3137 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_3x8c8__avx2); |
| 3138 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x8c8__avx2); |
| 3139 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x8c8__avx2); |
| 3140 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_avx2_params; |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3141 | xnn_params.qs8.gemm.mr = 3; |
| 3142 | xnn_params.qs8.gemm.nr = 8; |
| 3143 | xnn_params.qs8.gemm.log2_kr = 3; |
Marat Dukhan | a3c1633 | 2021-04-02 15:03:27 -0700 | [diff] [blame] | 3144 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 3145 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128); |
| 3146 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_2x4c8__avx_ld128); |
| 3147 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x4c8__avx_ld128); |
| 3148 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__avx_ld128); |
| 3149 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse4_params; |
Marat Dukhan | a3c1633 | 2021-04-02 15:03:27 -0700 | [diff] [blame] | 3150 | xnn_params.qs8.gemm.mr = 2; |
| 3151 | xnn_params.qs8.gemm.nr = 4; |
| 3152 | xnn_params.qs8.gemm.log2_kr = 3; |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3153 | } else if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 3154 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64); |
| 3155 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld64); |
| 3156 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld64); |
| 3157 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__sse41_ld64); |
| 3158 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse4_params; |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3159 | xnn_params.qs8.gemm.mr = 3; |
| 3160 | xnn_params.qs8.gemm.nr = 4; |
| 3161 | xnn_params.qs8.gemm.log2_kr = 3; |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3162 | } else { |
Marat Dukhan | c46e671 | 2021-06-01 19:00:16 -0700 | [diff] [blame] | 3163 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64); |
| 3164 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld64); |
| 3165 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64); |
| 3166 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__sse2_ld64); |
| 3167 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse2_params; |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3168 | xnn_params.qs8.gemm.mr = 3; |
| 3169 | xnn_params.qs8.gemm.nr = 4; |
| 3170 | xnn_params.qs8.gemm.log2_kr = 3; |
| 3171 | } |
| 3172 | |
Marat Dukhan | 039a388 | 2022-01-21 14:53:11 -0800 | [diff] [blame] | 3173 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | 71855ee | 2021-05-25 19:05:06 -0700 | [diff] [blame] | 3174 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up32x9__avx512skx_mul32; |
| 3175 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_avx512_params; |
Marat Dukhan | 2ffc5e6 | 2020-09-06 22:33:38 -0700 | [diff] [blame] | 3176 | xnn_params.qs8.dwconv[0].channel_tile = 32; |
Marat Dukhan | 71855ee | 2021-05-25 19:05:06 -0700 | [diff] [blame] | 3177 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up32x25__avx512skx_mul32; |
| 3178 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_avx512_params; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 3179 | xnn_params.qs8.dwconv[1].channel_tile = 32; |
Marat Dukhan | 3fd4e27 | 2021-04-10 11:16:42 -0700 | [diff] [blame] | 3180 | } else if (cpuinfo_has_x86_xop()) { |
| 3181 | // XOP should be checked before AVX2: AMD Excavator supports both, but performs better with XOP microkernels |
Marat Dukhan | 02f06e3 | 2021-07-27 14:33:47 -0700 | [diff] [blame] | 3182 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up16x9__xop_mul16_add16; |
Marat Dukhan | caf4831 | 2021-06-01 20:20:58 -0700 | [diff] [blame] | 3183 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse4_params; |
Marat Dukhan | 3fd4e27 | 2021-04-10 11:16:42 -0700 | [diff] [blame] | 3184 | xnn_params.qs8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 0966856 | 2021-07-26 16:52:20 -0700 | [diff] [blame] | 3185 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up16x25__xop_mul16_add16; |
Marat Dukhan | caf4831 | 2021-06-01 20:20:58 -0700 | [diff] [blame] | 3186 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse4_params; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 3187 | xnn_params.qs8.dwconv[1].channel_tile = 16; |
Marat Dukhan | 2ffc5e6 | 2020-09-06 22:33:38 -0700 | [diff] [blame] | 3188 | } else if (cpuinfo_has_x86_avx2()) { |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 3189 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up16x9__avx2_mul32; |
| 3190 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_avx2_params; |
Marat Dukhan | d65a152 | 2020-08-04 19:28:18 -0700 | [diff] [blame] | 3191 | xnn_params.qs8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 9b474cf | 2021-05-25 16:37:48 -0700 | [diff] [blame] | 3192 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up16x25__avx2_mul32; |
| 3193 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_avx2_params; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 3194 | xnn_params.qs8.dwconv[1].channel_tile = 16; |
Marat Dukhan | fa0ab85 | 2021-04-02 17:30:49 -0700 | [diff] [blame] | 3195 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 0966856 | 2021-07-26 16:52:20 -0700 | [diff] [blame] | 3196 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up16x9__avx_mul16_add16; |
Marat Dukhan | caf4831 | 2021-06-01 20:20:58 -0700 | [diff] [blame] | 3197 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse4_params; |
Marat Dukhan | fa0ab85 | 2021-04-02 17:30:49 -0700 | [diff] [blame] | 3198 | xnn_params.qs8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 0966856 | 2021-07-26 16:52:20 -0700 | [diff] [blame] | 3199 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up16x25__avx_mul16_add16; |
Marat Dukhan | caf4831 | 2021-06-01 20:20:58 -0700 | [diff] [blame] | 3200 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse4_params; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 3201 | xnn_params.qs8.dwconv[1].channel_tile = 16; |
Marat Dukhan | d65a152 | 2020-08-04 19:28:18 -0700 | [diff] [blame] | 3202 | } else if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | 0966856 | 2021-07-26 16:52:20 -0700 | [diff] [blame] | 3203 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up8x9__sse41_mul16_add16; |
Marat Dukhan | caf4831 | 2021-06-01 20:20:58 -0700 | [diff] [blame] | 3204 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse4_params; |
Marat Dukhan | d65a152 | 2020-08-04 19:28:18 -0700 | [diff] [blame] | 3205 | xnn_params.qs8.dwconv[0].channel_tile = 8; |
Marat Dukhan | 0966856 | 2021-07-26 16:52:20 -0700 | [diff] [blame] | 3206 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up8x25__sse41_mul16_add16; |
Marat Dukhan | caf4831 | 2021-06-01 20:20:58 -0700 | [diff] [blame] | 3207 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse4_params; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 3208 | xnn_params.qs8.dwconv[1].channel_tile = 8; |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3209 | } else if (cpuinfo_has_x86_sse2()) { |
Marat Dukhan | 0966856 | 2021-07-26 16:52:20 -0700 | [diff] [blame] | 3210 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up8x9__sse2_mul16_add16; |
Marat Dukhan | caf4831 | 2021-06-01 20:20:58 -0700 | [diff] [blame] | 3211 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse2_params; |
Marat Dukhan | d65a152 | 2020-08-04 19:28:18 -0700 | [diff] [blame] | 3212 | xnn_params.qs8.dwconv[0].channel_tile = 8; |
Marat Dukhan | 0966856 | 2021-07-26 16:52:20 -0700 | [diff] [blame] | 3213 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up8x25__sse2_mul16_add16; |
Marat Dukhan | caf4831 | 2021-06-01 20:20:58 -0700 | [diff] [blame] | 3214 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_sse2_params; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 3215 | xnn_params.qs8.dwconv[1].channel_tile = 8; |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3216 | } |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3217 | xnn_params.qs8.dwconv[0].primary_tile = 9; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 3218 | xnn_params.qs8.dwconv[1].primary_tile = 25; |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 3219 | |
| 3220 | if (cpuinfo_has_x86_sse4_1()) { |
| 3221 | xnn_params.qs8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 9e258d6 | 2022-01-12 10:50:51 -0800 | [diff] [blame] | 3222 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7x__sse41_c8, |
| 3223 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7p7x__sse41_c8, |
Marat Dukhan | 53f4106 | 2022-01-11 19:44:57 -0800 | [diff] [blame] | 3224 | .init.qs8 = xnn_init_qs8_avgpool_minmax_fp32_sse4_params, |
| 3225 | .update.qs8 = xnn_update_qs8_avgpool_minmax_fp32_sse4_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 3226 | .row_tile = 7, |
| 3227 | .channel_tile = 8, |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 3228 | }; |
Marat Dukhan | 53f4106 | 2022-01-11 19:44:57 -0800 | [diff] [blame] | 3229 | } else { |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 3230 | xnn_params.qs8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 9e258d6 | 2022-01-12 10:50:51 -0800 | [diff] [blame] | 3231 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7x__sse2_c8, |
| 3232 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7p7x__sse2_c8, |
Marat Dukhan | 53f4106 | 2022-01-11 19:44:57 -0800 | [diff] [blame] | 3233 | .init.qs8 = xnn_init_qs8_avgpool_minmax_fp32_sse2_params, |
| 3234 | .update.qs8 = xnn_update_qs8_avgpool_minmax_fp32_sse2_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 3235 | .row_tile = 7, |
| 3236 | .channel_tile = 8, |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 3237 | }; |
| 3238 | } |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 3239 | |
Marat Dukhan | 039a388 | 2022-01-21 14:53:11 -0800 | [diff] [blame] | 3240 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | e76049a | 2021-07-22 14:48:59 -0700 | [diff] [blame] | 3241 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
| 3242 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__avx512skx_mul32_ld128_x16, |
| 3243 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__avx512skx_mul32_ld128_x16, |
| 3244 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__avx512skx_mul32_ld128_x16, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3245 | .init.qs8_addsub = xnn_init_qs8_add_minmax_avx512_params, |
Marat Dukhan | e76049a | 2021-07-22 14:48:59 -0700 | [diff] [blame] | 3246 | .element_tile = 16, |
| 3247 | }; |
| 3248 | } else if (cpuinfo_has_x86_xop()) { |
Marat Dukhan | bb9225e | 2020-09-06 22:40:56 -0700 | [diff] [blame] | 3249 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
| 3250 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__xop_mul32_ld32_x8, |
| 3251 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__xop_mul32_ld32_x8, |
| 3252 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__xop_mul32_ld32_x8, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3253 | .init.qs8_addsub = xnn_init_qs8_add_minmax_sse4_mul32_params, |
Marat Dukhan | bb9225e | 2020-09-06 22:40:56 -0700 | [diff] [blame] | 3254 | .element_tile = 8, |
| 3255 | }; |
Marat Dukhan | 3eac69c | 2021-07-21 01:42:29 -0700 | [diff] [blame] | 3256 | } else if (cpuinfo_has_x86_avx2()) { |
Marat Dukhan | 7679b1e | 2021-07-20 18:32:23 -0700 | [diff] [blame] | 3257 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
| 3258 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__avx2_mul32_ld64_x16, |
| 3259 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__avx2_mul32_ld64_x16, |
| 3260 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__avx2_mul32_ld64_x16, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3261 | .init.qs8_addsub = xnn_init_qs8_add_minmax_avx2_params, |
Marat Dukhan | 7679b1e | 2021-07-20 18:32:23 -0700 | [diff] [blame] | 3262 | .element_tile = 16, |
| 3263 | }; |
Marat Dukhan | e9c4b96 | 2021-04-02 16:56:55 -0700 | [diff] [blame] | 3264 | } else if (cpuinfo_has_x86_avx()) { |
| 3265 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
| 3266 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__avx_mul32_ld32_x8, |
| 3267 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__avx_mul32_ld32_x8, |
| 3268 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__avx_mul32_ld32_x8, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3269 | .init.qs8_addsub = xnn_init_qs8_add_minmax_sse4_mul32_params, |
Marat Dukhan | e9c4b96 | 2021-04-02 16:56:55 -0700 | [diff] [blame] | 3270 | .element_tile = 8, |
| 3271 | }; |
Marat Dukhan | bb9225e | 2020-09-06 22:40:56 -0700 | [diff] [blame] | 3272 | } else if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 3273 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
| 3274 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__sse41_mul16_ld64_x8, |
| 3275 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__sse41_mul16_ld64_x8, |
| 3276 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__sse41_mul16_ld64_x8, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3277 | .init.qs8_addsub = xnn_init_qs8_add_minmax_sse4_mul16_params, |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 3278 | .element_tile = 8, |
| 3279 | }; |
| 3280 | } else { |
| 3281 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
| 3282 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__sse2_mul16_ld64_x8, |
| 3283 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__sse2_mul16_ld64_x8, |
| 3284 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__sse2_mul16_ld64_x8, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3285 | .init.qs8_addsub = xnn_init_qs8_add_minmax_sse2_params, |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 3286 | .element_tile = 8, |
| 3287 | }; |
| 3288 | } |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 3289 | if (cpuinfo_has_x86_avx()) { |
| 3290 | xnn_params.qs8.vmul = (struct vbinary_parameters) { |
| 3291 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmul_minmax_fp32_ukernel__avx_mul16_ld64_x16, |
| 3292 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, |
| 3293 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, |
| 3294 | .init.qs8_mul = xnn_init_qs8_mul_minmax_fp32_sse4_params, |
| 3295 | .element_tile = 16, |
| 3296 | }; |
| 3297 | } else if (cpuinfo_has_x86_sse4_1()) { |
| 3298 | xnn_params.qs8.vmul = (struct vbinary_parameters) { |
| 3299 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmul_minmax_fp32_ukernel__sse41_mul16_ld64_x16, |
| 3300 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, |
| 3301 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, |
| 3302 | .init.qs8_mul = xnn_init_qs8_mul_minmax_fp32_sse4_params, |
| 3303 | .element_tile = 16, |
| 3304 | }; |
| 3305 | } else { |
| 3306 | xnn_params.qs8.vmul = (struct vbinary_parameters) { |
| 3307 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmul_minmax_fp32_ukernel__sse2_mul16_ld64_x8, |
| 3308 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, |
| 3309 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, |
| 3310 | .init.qs8_mul = xnn_init_qs8_mul_minmax_fp32_sse2_params, |
| 3311 | .element_tile = 8, |
| 3312 | }; |
| 3313 | } |
Marat Dukhan | 07e5040 | 2020-08-05 17:16:53 -0700 | [diff] [blame] | 3314 | #endif // XNN_NO_QS8_OPERATORS |
Marat Dukhan | 16f1e1a | 2020-08-04 16:38:22 -0700 | [diff] [blame] | 3315 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 3316 | /**************************** QU8 x86 micro-kernels ****************************/ |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 3317 | #ifndef XNN_NO_QU8_OPERATORS |
| 3318 | init_flags |= XNN_INIT_FLAG_QU8; |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 3319 | |
Marat Dukhan | 039a388 | 2022-01-21 14:53:11 -0800 | [diff] [blame] | 3320 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | 3cf2e22 | 2021-07-08 11:38:45 -0700 | [diff] [blame] | 3321 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_4x16c8__avx512skx); |
| 3322 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_4x16c8__avx512skx); |
| 3323 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x16c8__avx512skx); |
| 3324 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x16c8__avx512skx); |
| 3325 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_avx512_params; |
| 3326 | xnn_params.qu8.gemm.mr = 4; |
| 3327 | xnn_params.qu8.gemm.nr = 16; |
| 3328 | xnn_params.qu8.gemm.log2_kr = 3; |
| 3329 | } else if (cpuinfo_has_x86_xop()) { |
Marat Dukhan | 902ef7f | 2021-07-02 16:11:06 -0700 | [diff] [blame] | 3330 | // XOP should be checked before AVX2: AMD Excavator supports both, but performs better with XOP microkernels |
| 3331 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__xop_ld64); |
| 3332 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__xop_ld64); |
| 3333 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__xop_ld64); |
| 3334 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__xop_ld64); |
| 3335 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3336 | xnn_params.qu8.gemm.mr = 2; |
| 3337 | xnn_params.qu8.gemm.nr = 4; |
| 3338 | xnn_params.qu8.gemm.log2_kr = 3; |
| 3339 | } else if (cpuinfo_has_x86_avx2()) { |
| 3340 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_3x8c8__avx2); |
| 3341 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_3x8c8__avx2); |
| 3342 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x8c8__avx2); |
| 3343 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x8c8__avx2); |
| 3344 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_avx2_params; |
| 3345 | xnn_params.qu8.gemm.mr = 3; |
| 3346 | xnn_params.qu8.gemm.nr = 8; |
| 3347 | xnn_params.qu8.gemm.log2_kr = 3; |
| 3348 | } else if (cpuinfo_has_x86_avx()) { |
| 3349 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_2x4c8__avx_ld128); |
| 3350 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_2x4c8__avx_ld128); |
| 3351 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__avx_ld128); |
| 3352 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__avx_ld128); |
| 3353 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3354 | xnn_params.qu8.gemm.mr = 2; |
| 3355 | xnn_params.qu8.gemm.nr = 4; |
| 3356 | xnn_params.qu8.gemm.log2_kr = 3; |
| 3357 | } else if (cpuinfo_has_x86_sse4_1()) { |
| 3358 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__sse41_ld64); |
| 3359 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__sse41_ld64); |
| 3360 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__sse41_ld64); |
| 3361 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__sse41_ld64); |
| 3362 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3363 | xnn_params.qu8.gemm.mr = 3; |
| 3364 | xnn_params.qu8.gemm.nr = 4; |
| 3365 | xnn_params.qu8.gemm.log2_kr = 3; |
| 3366 | } else { |
| 3367 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__sse2_ld64); |
| 3368 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__sse2_ld64); |
| 3369 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__sse2_ld64); |
| 3370 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__sse2_ld64); |
| 3371 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3372 | xnn_params.qu8.gemm.mr = 3; |
| 3373 | xnn_params.qu8.gemm.nr = 4; |
| 3374 | xnn_params.qu8.gemm.log2_kr = 3; |
| 3375 | } |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3376 | |
Marat Dukhan | 039a388 | 2022-01-21 14:53:11 -0800 | [diff] [blame] | 3377 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | abee3a7 | 2021-07-09 09:04:52 -0700 | [diff] [blame] | 3378 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up32x9__avx512skx_mul32; |
| 3379 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_avx512_params; |
| 3380 | xnn_params.qu8.dwconv[0].channel_tile = 32; |
| 3381 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up32x25__avx512skx_mul32; |
| 3382 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_avx512_params; |
| 3383 | xnn_params.qu8.dwconv[1].channel_tile = 32; |
| 3384 | } else if (cpuinfo_has_x86_xop()) { |
| 3385 | // XOP should be checked before AVX2: AMD Excavator supports both, but performs better with XOP microkernels |
| 3386 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up16x9__xop_mul32; |
| 3387 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3388 | xnn_params.qu8.dwconv[0].channel_tile = 16; |
| 3389 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up16x25__xop_mul32; |
| 3390 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3391 | xnn_params.qu8.dwconv[1].channel_tile = 16; |
| 3392 | } else if (cpuinfo_has_x86_avx2()) { |
| 3393 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up16x9__avx2_mul32; |
| 3394 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_avx2_params; |
| 3395 | xnn_params.qu8.dwconv[0].channel_tile = 16; |
| 3396 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up16x25__avx2_mul32; |
| 3397 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_avx2_params; |
| 3398 | xnn_params.qu8.dwconv[1].channel_tile = 16; |
| 3399 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | caa7fc7 | 2021-07-27 07:48:24 -0700 | [diff] [blame] | 3400 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up16x9__avx_mul16; |
Marat Dukhan | abee3a7 | 2021-07-09 09:04:52 -0700 | [diff] [blame] | 3401 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3402 | xnn_params.qu8.dwconv[0].channel_tile = 16; |
Marat Dukhan | caa7fc7 | 2021-07-27 07:48:24 -0700 | [diff] [blame] | 3403 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up16x25__avx_mul16; |
Marat Dukhan | abee3a7 | 2021-07-09 09:04:52 -0700 | [diff] [blame] | 3404 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3405 | xnn_params.qu8.dwconv[1].channel_tile = 16; |
| 3406 | } else if (cpuinfo_has_x86_sse4_1()) { |
| 3407 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up8x9__sse41_mul16; |
| 3408 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3409 | xnn_params.qu8.dwconv[0].channel_tile = 8; |
| 3410 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up8x25__sse41_mul16; |
| 3411 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3412 | xnn_params.qu8.dwconv[1].channel_tile = 8; |
| 3413 | } else if (cpuinfo_has_x86_sse2()) { |
| 3414 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up8x9__sse2_mul16; |
| 3415 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3416 | xnn_params.qu8.dwconv[0].channel_tile = 8; |
| 3417 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up8x25__sse2_mul16; |
| 3418 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_sse2_params; |
| 3419 | xnn_params.qu8.dwconv[1].channel_tile = 8; |
| 3420 | } |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 3421 | xnn_params.qu8.dwconv[0].primary_tile = 9; |
Marat Dukhan | abee3a7 | 2021-07-09 09:04:52 -0700 | [diff] [blame] | 3422 | xnn_params.qu8.dwconv[1].primary_tile = 25; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3423 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 3424 | xnn_params.qu8.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 3425 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9x__sse2_c8, |
| 3426 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9p8x__sse2_c8, |
Marat Dukhan | 3c949a3 | 2022-01-09 20:12:33 -0800 | [diff] [blame] | 3427 | .init.qu8 = xnn_init_qu8_avgpool_minmax_sse2_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 3428 | .primary_tile = 9, |
| 3429 | .incremental_tile = 8, |
| 3430 | .channel_tile = 8, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3431 | }; |
Marat Dukhan | d1f53e4 | 2022-01-12 22:34:51 -0800 | [diff] [blame] | 3432 | if (cpuinfo_has_x86_sse4_1()) { |
| 3433 | xnn_params.qu8.gavgpool = (struct gavgpool_parameters) { |
| 3434 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7x__sse41_c8, |
| 3435 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7p7x__sse41_c8, |
| 3436 | .init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_sse4_params, |
| 3437 | .update.qu8 = xnn_update_qu8_avgpool_minmax_fp32_sse4_params, |
| 3438 | .row_tile = 7, |
| 3439 | .channel_tile = 8, |
| 3440 | }; |
| 3441 | } else { |
| 3442 | xnn_params.qu8.gavgpool = (struct gavgpool_parameters) { |
| 3443 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7x__sse2_c8, |
| 3444 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7p7x__sse2_c8, |
| 3445 | .init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_sse2_params, |
| 3446 | .update.qu8 = xnn_update_qu8_avgpool_minmax_fp32_sse2_params, |
| 3447 | .row_tile = 7, |
| 3448 | .channel_tile = 8, |
| 3449 | }; |
| 3450 | } |
Marat Dukhan | 3eac69c | 2021-07-21 01:42:29 -0700 | [diff] [blame] | 3451 | |
Marat Dukhan | 039a388 | 2022-01-21 14:53:11 -0800 | [diff] [blame] | 3452 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | e76049a | 2021-07-22 14:48:59 -0700 | [diff] [blame] | 3453 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
| 3454 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__avx512skx_mul32_ld128_x16, |
| 3455 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__avx512skx_mul32_ld128_x16, |
| 3456 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__avx512skx_mul32_ld128_x16, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3457 | .init.qu8_addsub = xnn_init_qu8_add_minmax_avx512_params, |
Marat Dukhan | e76049a | 2021-07-22 14:48:59 -0700 | [diff] [blame] | 3458 | .element_tile = 16, |
| 3459 | }; |
| 3460 | } else if (cpuinfo_has_x86_xop()) { |
Marat Dukhan | 3eac69c | 2021-07-21 01:42:29 -0700 | [diff] [blame] | 3461 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
| 3462 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__xop_mul32_ld32_x8, |
| 3463 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__xop_mul32_ld32_x8, |
| 3464 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__xop_mul32_ld32_x8, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3465 | .init.qu8_addsub = xnn_init_qu8_add_minmax_sse4_params, |
Marat Dukhan | 3eac69c | 2021-07-21 01:42:29 -0700 | [diff] [blame] | 3466 | .element_tile = 8, |
| 3467 | }; |
| 3468 | } else if (cpuinfo_has_x86_avx2()) { |
| 3469 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
| 3470 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__avx2_mul32_ld64_x16, |
| 3471 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__avx2_mul32_ld64_x16, |
| 3472 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__avx2_mul32_ld64_x16, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3473 | .init.qu8_addsub = xnn_init_qu8_add_minmax_avx2_params, |
Marat Dukhan | 3eac69c | 2021-07-21 01:42:29 -0700 | [diff] [blame] | 3474 | .element_tile = 16, |
| 3475 | }; |
| 3476 | } else if (cpuinfo_has_x86_avx()) { |
| 3477 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
| 3478 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__avx_mul32_ld32_x8, |
| 3479 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__avx_mul32_ld32_x8, |
| 3480 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__avx_mul32_ld32_x8, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3481 | .init.qu8_addsub = xnn_init_qu8_add_minmax_sse4_params, |
Marat Dukhan | 3eac69c | 2021-07-21 01:42:29 -0700 | [diff] [blame] | 3482 | .element_tile = 8, |
| 3483 | }; |
| 3484 | } else if (cpuinfo_has_x86_sse4_1()) { |
| 3485 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
| 3486 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__sse41_mul16_ld64_x8, |
| 3487 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__sse41_mul16_ld64_x8, |
| 3488 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__sse41_mul16_ld64_x8, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3489 | .init.qu8_addsub = xnn_init_qu8_add_minmax_sse2_params, |
Marat Dukhan | 3eac69c | 2021-07-21 01:42:29 -0700 | [diff] [blame] | 3490 | .element_tile = 8, |
| 3491 | }; |
| 3492 | } else { |
| 3493 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
| 3494 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__sse2_mul16_ld64_x8, |
| 3495 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__sse2_mul16_ld64_x8, |
| 3496 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__sse2_mul16_ld64_x8, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 3497 | .init.qu8_addsub = xnn_init_qu8_add_minmax_sse2_params, |
Marat Dukhan | 3eac69c | 2021-07-21 01:42:29 -0700 | [diff] [blame] | 3498 | .element_tile = 8, |
| 3499 | }; |
| 3500 | } |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 3501 | if (cpuinfo_has_x86_avx()) { |
| 3502 | xnn_params.qu8.vmul = (struct vbinary_parameters) { |
| 3503 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmul_minmax_fp32_ukernel__avx_mul16_ld64_x16, |
| 3504 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, |
| 3505 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__avx_mul16_ld64_x16, |
| 3506 | .init.qu8_mul = xnn_init_qu8_mul_minmax_fp32_sse2_params, |
| 3507 | .element_tile = 16, |
| 3508 | }; |
| 3509 | } else if (cpuinfo_has_x86_sse4_1()) { |
| 3510 | xnn_params.qu8.vmul = (struct vbinary_parameters) { |
| 3511 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmul_minmax_fp32_ukernel__sse41_mul16_ld64_x16, |
| 3512 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, |
| 3513 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__sse41_mul16_ld64_x16, |
| 3514 | .init.qu8_mul = xnn_init_qu8_mul_minmax_fp32_sse2_params, |
| 3515 | .element_tile = 16, |
| 3516 | }; |
| 3517 | } else { |
| 3518 | xnn_params.qu8.vmul = (struct vbinary_parameters) { |
| 3519 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmul_minmax_fp32_ukernel__sse2_mul16_ld64_x8, |
| 3520 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, |
| 3521 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__sse2_mul16_ld64_x8, |
| 3522 | .init.qu8_mul = xnn_init_qu8_mul_minmax_fp32_sse2_params, |
| 3523 | .element_tile = 8, |
| 3524 | }; |
| 3525 | } |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 3526 | #endif // XNN_NO_QU8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3527 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 3528 | /**************************** U8 x86 micro-kernels ****************************/ |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 3529 | #ifndef XNN_NO_S8_OPERATORS |
| 3530 | init_flags |= XNN_INIT_FLAG_S8; |
| 3531 | |
| 3532 | if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | 61c0c9e | 2021-08-16 23:16:14 -0700 | [diff] [blame] | 3533 | xnn_params.s8.clamp = (struct vunary_parameters) { |
| 3534 | .ukernel = (xnn_univector_ukernel_function) xnn_s8_vclamp_ukernel__sse41_x64, |
| 3535 | .init.s8_minmax = xnn_init_s8_minmax_sse4_params, |
| 3536 | .element_tile = 64, |
| 3537 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 3538 | xnn_params.s8.ibilinear = (struct ibilinear_parameters) { |
| 3539 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_s8_ibilinear_ukernel__sse41_c16, |
| 3540 | .pixel_tile = 1, |
| 3541 | .channel_tile = 16, |
| 3542 | }; |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 3543 | xnn_params.s8.maxpool = (struct maxpool_parameters) { |
| 3544 | .ukernel = (xnn_maxpool_ukernel_function) xnn_s8_maxpool_minmax_ukernel_9p8x__sse41_c16, |
| 3545 | .init.s8 = xnn_init_s8_minmax_sse4_params, |
| 3546 | .mr = 9, |
| 3547 | .qr = 8, |
| 3548 | }; |
| 3549 | } else { |
Marat Dukhan | 61c0c9e | 2021-08-16 23:16:14 -0700 | [diff] [blame] | 3550 | xnn_params.s8.clamp = (struct vunary_parameters) { |
| 3551 | .ukernel = (xnn_univector_ukernel_function) xnn_s8_vclamp_ukernel__sse2_x64, |
| 3552 | .init.s8_minmax = xnn_init_s8_minmax_sse2_params, |
| 3553 | .element_tile = 64, |
| 3554 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 3555 | xnn_params.s8.ibilinear = (struct ibilinear_parameters) { |
| 3556 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_s8_ibilinear_ukernel__sse2_c8, |
| 3557 | .pixel_tile = 1, |
| 3558 | .channel_tile = 8, |
| 3559 | }; |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 3560 | xnn_params.s8.maxpool = (struct maxpool_parameters) { |
| 3561 | .ukernel = (xnn_maxpool_ukernel_function) xnn_s8_maxpool_minmax_ukernel_9p8x__sse2_c16, |
| 3562 | .init.s8 = xnn_init_s8_minmax_sse2_params, |
| 3563 | .mr = 9, |
| 3564 | .qr = 8, |
| 3565 | }; |
| 3566 | } |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 3567 | #endif // XNN_NO_S8_OPERATORS |
Marat Dukhan | 2314753 | 2021-08-16 07:26:56 -0700 | [diff] [blame] | 3568 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 3569 | /**************************** U8 x86 micro-kernels ****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3570 | #ifndef XNN_NO_U8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 3571 | init_flags |= XNN_INIT_FLAG_U8; |
| 3572 | |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 3573 | xnn_params.u8.clamp = (struct vunary_parameters) { |
| 3574 | .ukernel = (xnn_univector_ukernel_function) xnn_u8_vclamp_ukernel__sse2_x64, |
| 3575 | .init.u8_minmax = xnn_init_u8_minmax_sse2_params, |
| 3576 | .element_tile = 64, |
| 3577 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 3578 | if (cpuinfo_has_x86_sse4_1()) { |
| 3579 | xnn_params.u8.ibilinear = (struct ibilinear_parameters) { |
| 3580 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_u8_ibilinear_ukernel__sse41_c16, |
| 3581 | .pixel_tile = 1, |
| 3582 | .channel_tile = 16, |
| 3583 | }; |
| 3584 | } else { |
| 3585 | xnn_params.u8.ibilinear = (struct ibilinear_parameters) { |
| 3586 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_u8_ibilinear_ukernel__sse2_c8, |
| 3587 | .pixel_tile = 1, |
| 3588 | .channel_tile = 8, |
| 3589 | }; |
| 3590 | } |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3591 | xnn_params.u8.maxpool = (struct maxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 3592 | .ukernel = (xnn_maxpool_ukernel_function) xnn_u8_maxpool_minmax_ukernel_9p8x__sse2_c16, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 3593 | .init.u8 = xnn_init_u8_minmax_sse2_params, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3594 | .mr = 9, |
| 3595 | .qr = 8, |
| 3596 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3597 | xnn_params.u8.lut32norm = xnn_u8_lut32norm_ukernel__scalar; |
| 3598 | xnn_params.u8.rmax = xnn_u8_rmax_ukernel__sse2; |
| 3599 | #endif // XNN_NO_U8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3600 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 3601 | /**************************** X8 x86 micro-kernels ****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3602 | #ifndef XNN_NO_X8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 3603 | init_flags |= XNN_INIT_FLAG_X8; |
| 3604 | |
Marat Dukhan | 039a388 | 2022-01-21 14:53:11 -0800 | [diff] [blame] | 3605 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | 98e054b | 2021-09-13 09:43:50 -0700 | [diff] [blame] | 3606 | xnn_params.x8.lut = xnn_x8_lut_ukernel__avx512skx_vpshufb_x64; |
| 3607 | } else if (cpuinfo_has_x86_avx2()) { |
| 3608 | xnn_params.x8.lut = xnn_x8_lut_ukernel__avx2_x128; |
| 3609 | } else if (cpuinfo_has_x86_avx()) { |
| 3610 | xnn_params.x8.lut = xnn_x8_lut_ukernel__avx_x64; |
| 3611 | } else { |
| 3612 | // Note: SSSE3 version is usually slower than scalar |
| 3613 | xnn_params.x8.lut = xnn_x8_lut_ukernel__scalar_x4; |
| 3614 | } |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3615 | xnn_params.x8.zip = (struct zip_parameters) { |
| 3616 | .x2 = (xnn_zipc_ukernel_function) xnn_x8_zip_x2_ukernel__sse2, |
| 3617 | .x3 = (xnn_zipc_ukernel_function) xnn_x8_zip_x3_ukernel__sse2, |
| 3618 | .x4 = (xnn_zipc_ukernel_function) xnn_x8_zip_x4_ukernel__sse2, |
| 3619 | .xm = (xnn_zipv_ukernel_function) xnn_x8_zip_xm_ukernel__sse2, |
| 3620 | }; |
| 3621 | #endif // XNN_NO_X8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 3622 | |
Marat Dukhan | 8f920a6 | 2022-01-19 14:56:23 -0800 | [diff] [blame] | 3623 | /**************************** F16 x86 micro-kernels ****************************/ |
| 3624 | #ifndef XNN_NO_F16_OPERATORS |
| 3625 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx2()) { |
| 3626 | init_flags |= XNN_INIT_FLAG_F16; |
| 3627 | |
| 3628 | xnn_params.f16.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_4x16__avx2_broadcast); |
| 3629 | xnn_params.f16.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f16_igemm_minmax_ukernel_4x16__avx2_broadcast); |
| 3630 | xnn_params.f16.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f16_gemm_minmax_ukernel_1x16__avx2_broadcast); |
| 3631 | xnn_params.f16.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f16_igemm_minmax_ukernel_1x16__avx2_broadcast); |
| 3632 | xnn_params.f16.gemm.init.f16 = xnn_init_f16_scaleminmax_avx_params; |
| 3633 | xnn_params.f16.gemm.mr = 4; |
| 3634 | xnn_params.f16.gemm.nr = 16; |
| 3635 | |
| 3636 | xnn_params.f16.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f16_dwconv_minmax_ukernel_up16x4__fma3; |
| 3637 | xnn_params.f16.dwconv[0].init.f16 = xnn_init_f16_minmax_avx_params; |
| 3638 | xnn_params.f16.dwconv[0].channel_tile = 16; |
| 3639 | xnn_params.f16.dwconv[0].primary_tile = 4; |
| 3640 | |
| 3641 | xnn_params.f16.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f16_dwconv_minmax_ukernel_up16x9__fma3; |
| 3642 | xnn_params.f16.dwconv[1].init.f16 = xnn_init_f16_minmax_avx_params; |
| 3643 | xnn_params.f16.dwconv[1].channel_tile = 16; |
| 3644 | xnn_params.f16.dwconv[1].primary_tile = 9; |
| 3645 | |
| 3646 | xnn_params.f16.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f16_dwconv_minmax_ukernel_up8x25__fma3_acc2; |
| 3647 | xnn_params.f16.dwconv[2].init.f16 = xnn_init_f16_minmax_avx_params; |
| 3648 | xnn_params.f16.dwconv[2].channel_tile = 8; |
| 3649 | xnn_params.f16.dwconv[2].primary_tile = 25; |
| 3650 | |
| 3651 | xnn_params.f16.gavgpool = (struct gavgpool_parameters) { |
| 3652 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f16_gavgpool_minmax_ukernel_7x__f16c_c8, |
| 3653 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f16_gavgpool_minmax_ukernel_7p7x__f16c_c8, |
| 3654 | .init.f16 = xnn_init_f16_scaleminmax_avx_params, |
| 3655 | .update.f16 = xnn_update_f16_scaleminmax_avx_params, |
| 3656 | .row_tile = 7, |
| 3657 | .channel_tile = 8, |
| 3658 | }; |
| 3659 | xnn_params.f16.vadd = (struct vbinary_parameters) { |
| 3660 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vadd_minmax_ukernel__f16c_x16, |
| 3661 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vaddc_minmax_ukernel__f16c_x16, |
| 3662 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vaddc_minmax_ukernel__f16c_x16, |
| 3663 | .init.f16_minmax = xnn_init_f16_minmax_avx_params, |
| 3664 | .element_tile = 16, |
| 3665 | }; |
| 3666 | xnn_params.f16.vmul = (struct vbinary_parameters) { |
| 3667 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vmul_minmax_ukernel__f16c_x16, |
| 3668 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vmulc_minmax_ukernel__f16c_x16, |
| 3669 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f16_vmulc_minmax_ukernel__f16c_x16, |
| 3670 | .init.f16_minmax = xnn_init_f16_minmax_avx_params, |
| 3671 | .element_tile = 16, |
| 3672 | }; |
| 3673 | xnn_params.f16.vmulcaddc = (struct vmulcaddc_parameters) { |
| 3674 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f16_vmulcaddc_minmax_ukernel_c8__fma3_2x, |
| 3675 | .init.f16 = xnn_init_f16_minmax_avx_params, |
| 3676 | .channel_tile = 8, |
| 3677 | .row_tile = 2, |
| 3678 | }; |
| 3679 | xnn_params.f16.hswish = (struct vunary_parameters) { |
| 3680 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_vhswish_ukernel__f16c_x16, |
| 3681 | .init.f16_hswish = xnn_init_f16_hswish_avx_params, |
| 3682 | .element_tile = 16, |
| 3683 | }; |
| 3684 | } |
| 3685 | #endif // XNN_NO_F16_OPERATORS |
| 3686 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 3687 | /**************************** F32 x86 micro-kernels ****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3688 | #ifndef XNN_NO_F32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 3689 | init_flags |= XNN_INIT_FLAG_F32; |
| 3690 | |
Marat Dukhan | 0f349c4 | 2019-11-27 11:58:54 -0800 | [diff] [blame] | 3691 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3692 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_7x16__avx512f_broadcast); |
| 3693 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_7x16__avx512f_broadcast); |
| 3694 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x16__avx512f_broadcast); |
| 3695 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x16__avx512f_broadcast); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3696 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3697 | xnn_params.f32.gemm.mr = 7; |
| 3698 | xnn_params.f32.gemm.nr = 16; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3699 | } else if (cpuinfo_has_x86_fma3()) { |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 3700 | switch (cpuinfo_get_core(0)->uarch) { |
| 3701 | case cpuinfo_uarch_zen: |
Marat Dukhan | b3801eb | 2020-03-12 13:41:11 -0700 | [diff] [blame] | 3702 | case cpuinfo_uarch_dhyana: |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3703 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x16s4__fma3_broadcast); |
| 3704 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x16s4__fma3_broadcast); |
| 3705 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x16s4__fma3_broadcast); |
| 3706 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x16s4__fma3_broadcast); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3707 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_avx_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3708 | xnn_params.f32.gemm.mr = 4; |
| 3709 | xnn_params.f32.gemm.nr = 16; |
| 3710 | xnn_params.f32.gemm.log2_sr = 2; |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 3711 | break; |
| 3712 | default: |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3713 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_5x16__fma3_broadcast); |
| 3714 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_5x16__fma3_broadcast); |
| 3715 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x16__fma3_broadcast); |
| 3716 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x16__fma3_broadcast); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3717 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_avx_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3718 | xnn_params.f32.gemm.mr = 5; |
| 3719 | xnn_params.f32.gemm.nr = 16; |
Marat Dukhan | 2712132 | 2019-12-09 14:57:40 -0800 | [diff] [blame] | 3720 | break; |
| 3721 | } |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3722 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3723 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_5x16__avx_broadcast); |
| 3724 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_5x16__avx_broadcast); |
| 3725 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x16__avx_broadcast); |
| 3726 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x16__avx_broadcast); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3727 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_avx_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3728 | xnn_params.f32.gemm.mr = 5; |
| 3729 | xnn_params.f32.gemm.nr = 16; |
Marat Dukhan | 1025ea3 | 2019-11-21 16:01:08 -0800 | [diff] [blame] | 3730 | } else { |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3731 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__sse_load1); |
| 3732 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__sse_load1); |
| 3733 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__sse_load1); |
| 3734 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__sse_load1); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3735 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_sse_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3736 | xnn_params.f32.gemm.mr = 4; |
| 3737 | xnn_params.f32.gemm.nr = 8; |
Marat Dukhan | 1025ea3 | 2019-11-21 16:01:08 -0800 | [diff] [blame] | 3738 | } |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3739 | xnn_params.f32.gemm2.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x2c4__sse); |
| 3740 | xnn_params.f32.gemm2.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x2c4__sse); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3741 | xnn_params.f32.gemm2.init.f32 = xnn_init_f32_minmax_sse_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3742 | xnn_params.f32.gemm2.mr = 4; |
| 3743 | xnn_params.f32.gemm2.nr = 2; |
| 3744 | xnn_params.f32.gemm2.log2_kr = 2; |
| 3745 | |
Marat Dukhan | 479f87e | 2019-11-27 15:17:06 -0800 | [diff] [blame] | 3746 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3747 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x3__avx512f; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3748 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3749 | xnn_params.f32.dwconv[0].channel_tile = 16; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3750 | xnn_params.f32.dwconv[0].primary_tile = 3; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3751 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3752 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x4__avx512f; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3753 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3754 | xnn_params.f32.dwconv[1].channel_tile = 16; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3755 | xnn_params.f32.dwconv[1].primary_tile = 4; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3756 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3757 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x9__avx512f; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3758 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3759 | xnn_params.f32.dwconv[2].channel_tile = 16; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3760 | xnn_params.f32.dwconv[2].primary_tile = 9; |
| 3761 | |
| 3762 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x25__avx512f; |
| 3763 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 3764 | xnn_params.f32.dwconv[3].channel_tile = 16; |
| 3765 | xnn_params.f32.dwconv[3].primary_tile = 25; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3766 | } else if (cpuinfo_has_x86_fma3()) { |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3767 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x3__fma3; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3768 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_avx_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3769 | xnn_params.f32.dwconv[0].channel_tile = 16; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3770 | xnn_params.f32.dwconv[0].primary_tile = 3; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3771 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3772 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x4__fma3; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3773 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_avx_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3774 | xnn_params.f32.dwconv[1].channel_tile = 16; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3775 | xnn_params.f32.dwconv[1].primary_tile = 4; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3776 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3777 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x9__fma3; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3778 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_avx_params; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3779 | xnn_params.f32.dwconv[2].channel_tile = 16; |
| 3780 | xnn_params.f32.dwconv[2].primary_tile = 9; |
| 3781 | |
| 3782 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x25__fma3; |
| 3783 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_avx_params; |
| 3784 | xnn_params.f32.dwconv[3].channel_tile = 8; |
| 3785 | xnn_params.f32.dwconv[3].primary_tile = 25; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3786 | } else if (cpuinfo_has_x86_avx()) { |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3787 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x3__avx; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3788 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_avx_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3789 | xnn_params.f32.dwconv[0].channel_tile = 16; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3790 | xnn_params.f32.dwconv[0].primary_tile = 3; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3791 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3792 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x4__avx; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3793 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_avx_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3794 | xnn_params.f32.dwconv[1].channel_tile = 16; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3795 | xnn_params.f32.dwconv[1].primary_tile = 4; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3796 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3797 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up16x9__avx; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3798 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_avx_params; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3799 | xnn_params.f32.dwconv[2].channel_tile = 16; |
| 3800 | xnn_params.f32.dwconv[2].primary_tile = 9; |
| 3801 | |
| 3802 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x25__avx; |
| 3803 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_avx_params; |
| 3804 | xnn_params.f32.dwconv[3].channel_tile = 8; |
| 3805 | xnn_params.f32.dwconv[3].primary_tile = 25; |
Marat Dukhan | 17ec5f3 | 2019-11-22 13:34:16 -0800 | [diff] [blame] | 3806 | } else { |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3807 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x3__sse; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3808 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_sse_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3809 | xnn_params.f32.dwconv[0].channel_tile = 8; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3810 | xnn_params.f32.dwconv[0].primary_tile = 3; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3811 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3812 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x4__sse; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3813 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_sse_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3814 | xnn_params.f32.dwconv[1].channel_tile = 8; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3815 | xnn_params.f32.dwconv[1].primary_tile = 4; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3816 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3817 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x9__sse; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 3818 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_sse_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 3819 | xnn_params.f32.dwconv[2].channel_tile = 8; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 3820 | xnn_params.f32.dwconv[2].primary_tile = 9; |
| 3821 | |
| 3822 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x25__sse; |
| 3823 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_sse_params; |
| 3824 | xnn_params.f32.dwconv[3].channel_tile = 8; |
| 3825 | xnn_params.f32.dwconv[3].primary_tile = 25; |
Marat Dukhan | 17ec5f3 | 2019-11-22 13:34:16 -0800 | [diff] [blame] | 3826 | } |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3827 | xnn_params.f32.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 3828 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9x__sse_c4, |
| 3829 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9p8x__sse_c4, |
Marat Dukhan | 8459822 | 2022-01-09 21:39:22 -0800 | [diff] [blame] | 3830 | .init.f32 = xnn_init_f32_scaleminmax_sse_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 3831 | .primary_tile = 9, |
| 3832 | .incremental_tile = 8, |
| 3833 | .channel_tile = 4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3834 | }; |
| 3835 | xnn_params.f32.pavgpool = (struct pavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 3836 | .unipass = (xnn_pavgpool_unipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9x__sse_c4, |
| 3837 | .multipass = (xnn_pavgpool_multipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9p8x__sse_c4, |
| 3838 | .primary_tile = 9, |
| 3839 | .incremental_tile = 8, |
| 3840 | .channel_tile = 4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3841 | }; |
| 3842 | xnn_params.f32.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 3843 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7x__sse_c4, |
| 3844 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7p7x__sse_c4, |
Marat Dukhan | 8459822 | 2022-01-09 21:39:22 -0800 | [diff] [blame] | 3845 | .init.f32 = xnn_init_f32_scaleminmax_sse_params, |
| 3846 | .update.f32 = xnn_update_f32_scaleminmax_sse_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 3847 | .row_tile = 7, |
| 3848 | .channel_tile = 4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3849 | }; |
| 3850 | xnn_params.f32.maxpool = (struct maxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 3851 | .ukernel = (xnn_maxpool_ukernel_function) xnn_f32_maxpool_minmax_ukernel_9p8x__sse_c4, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 3852 | .init.f32 = xnn_init_f32_minmax_sse_params, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3853 | .mr = 9, |
| 3854 | .qr = 8, |
| 3855 | }; |
| 3856 | xnn_params.f32.argmaxpool[0] = (struct argmaxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 3857 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_4x__sse2_c4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3858 | .mr = 4, |
| 3859 | }; |
| 3860 | xnn_params.f32.argmaxpool[1] = (struct argmaxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 3861 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9x__sse2_c4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3862 | .mr = 9, |
| 3863 | }; |
| 3864 | xnn_params.f32.argmaxpool[2] = (struct argmaxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 3865 | .mp = (xnn_argmaxpool_multipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9p8x__sse2_c4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 3866 | .mr = 9, |
| 3867 | .qr = 8, |
| 3868 | }; |
Marat Dukhan | 660fd19 | 2020-03-10 04:55:30 -0700 | [diff] [blame] | 3869 | xnn_params.f32.ibilinear = (struct ibilinear_parameters) { |
| 3870 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_f32_ibilinear_ukernel__sse_c8, |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 3871 | .pixel_tile = 1, |
| 3872 | .channel_tile = 8, |
| 3873 | }; |
Marat Dukhan | e2c3f29 | 2019-11-27 15:40:54 -0800 | [diff] [blame] | 3874 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 3875 | xnn_params.f32.abs = (struct vunary_parameters) { |
| 3876 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vabs_ukernel__avx512f_x16, |
| 3877 | .init.f32_abs = xnn_init_f32_abs_avx512_params, |
| 3878 | .element_tile = 16, |
| 3879 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3880 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 3881 | xnn_params.f32.abs = (struct vunary_parameters) { |
| 3882 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vabs_ukernel__avx_x16, |
| 3883 | .init.f32_abs = xnn_init_f32_abs_avx_params, |
| 3884 | .element_tile = 16, |
| 3885 | }; |
Marat Dukhan | 5020b96 | 2020-06-08 13:30:10 -0700 | [diff] [blame] | 3886 | } else { |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 3887 | xnn_params.f32.abs = (struct vunary_parameters) { |
| 3888 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vabs_ukernel__sse_x8, |
| 3889 | .init.f32_abs = xnn_init_f32_abs_sse_params, |
| 3890 | .element_tile = 8, |
| 3891 | }; |
Marat Dukhan | 5020b96 | 2020-06-08 13:30:10 -0700 | [diff] [blame] | 3892 | } |
| 3893 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 3894 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 3895 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__avx512f_x16, |
| 3896 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
| 3897 | .element_tile = 16, |
| 3898 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3899 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 3900 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 3901 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__avx_x16, |
| 3902 | .init.f32_minmax = xnn_init_f32_minmax_avx_params, |
| 3903 | .element_tile = 16, |
| 3904 | }; |
Marat Dukhan | e2c3f29 | 2019-11-27 15:40:54 -0800 | [diff] [blame] | 3905 | } else { |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 3906 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 3907 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__sse_x8, |
| 3908 | .init.f32_minmax = xnn_init_f32_minmax_sse_params, |
| 3909 | .element_tile = 8, |
| 3910 | }; |
Marat Dukhan | e2c3f29 | 2019-11-27 15:40:54 -0800 | [diff] [blame] | 3911 | } |
Marat Dukhan | 662faa0 | 2019-12-09 22:48:16 -0800 | [diff] [blame] | 3912 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 3913 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 3914 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__avx512f_rr1_lut16_p3_perm_x64, |
| 3915 | .init.f32_elu = xnn_init_f32_elu_avx512_rr1_lut16_p3_params, |
| 3916 | .element_tile = 64, |
| 3917 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3918 | } else if (cpuinfo_has_x86_avx2()) { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 3919 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 3920 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__avx2_rr1_lut4_p4_perm_x56, |
| 3921 | .init.f32_elu = xnn_init_f32_elu_avx2_rr1_lut4_p4_params, |
| 3922 | .element_tile = 56, |
| 3923 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3924 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 3925 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 3926 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__avx_rr2_lut4_p4_perm_x32, |
| 3927 | .init.f32_elu = xnn_init_f32_elu_avx_rr2_lut4_p4_params, |
| 3928 | .element_tile = 32, |
| 3929 | }; |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 3930 | } else { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 3931 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 3932 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__sse2_rr2_lut16_p3_x12, |
| 3933 | .init.f32_elu = xnn_init_f32_elu_sse2_rr2_lut16_p3_params, |
| 3934 | .element_tile = 12, |
| 3935 | }; |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 3936 | } |
| 3937 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 3938 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 3939 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__avx512f_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 3940 | .init.f32_hswish = xnn_init_f32_hswish_avx512_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 3941 | .element_tile = 16, |
| 3942 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3943 | } else if (cpuinfo_has_x86_fma3()) { |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 3944 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 3945 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__fma3_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 3946 | .init.f32_hswish = xnn_init_f32_hswish_avx_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 3947 | .element_tile = 16, |
| 3948 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3949 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 3950 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 3951 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__avx_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 3952 | .init.f32_hswish = xnn_init_f32_hswish_avx_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 3953 | .element_tile = 16, |
| 3954 | }; |
Marat Dukhan | 662faa0 | 2019-12-09 22:48:16 -0800 | [diff] [blame] | 3955 | } else { |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 3956 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 3957 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__sse_x8, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 3958 | .init.f32_hswish = xnn_init_f32_hswish_sse_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 3959 | .element_tile = 8, |
| 3960 | }; |
Marat Dukhan | 662faa0 | 2019-12-09 22:48:16 -0800 | [diff] [blame] | 3961 | } |
Marat Dukhan | 5020b96 | 2020-06-08 13:30:10 -0700 | [diff] [blame] | 3962 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 3963 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 3964 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__avx512f_x16, |
| 3965 | .init.f32_lrelu = xnn_init_f32_lrelu_scalar_params, |
| 3966 | .element_tile = 16, |
| 3967 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3968 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 3969 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 3970 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__avx_x16, |
| 3971 | .init.f32_lrelu = xnn_init_f32_lrelu_avx_params, |
| 3972 | .element_tile = 16, |
| 3973 | }; |
Marat Dukhan | 0d3f467 | 2020-06-25 16:42:58 -0700 | [diff] [blame] | 3974 | } else if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 3975 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 3976 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__sse41_x8, |
| 3977 | .init.f32_lrelu = xnn_init_f32_lrelu_sse_params, |
| 3978 | .element_tile = 8, |
| 3979 | }; |
Marat Dukhan | 2881333 | 2020-06-10 18:05:38 -0700 | [diff] [blame] | 3980 | } else { |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 3981 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 3982 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__sse_x8, |
| 3983 | .init.f32_lrelu = xnn_init_f32_lrelu_sse_params, |
| 3984 | .element_tile = 8, |
| 3985 | }; |
Marat Dukhan | 2881333 | 2020-06-10 18:05:38 -0700 | [diff] [blame] | 3986 | } |
| 3987 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 3988 | xnn_params.f32.neg = (struct vunary_parameters) { |
| 3989 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vneg_ukernel__avx512f_x16, |
| 3990 | .init.f32_neg = xnn_init_f32_neg_avx512_params, |
| 3991 | .element_tile = 16, |
| 3992 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 3993 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 3994 | xnn_params.f32.neg = (struct vunary_parameters) { |
| 3995 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vneg_ukernel__avx_x16, |
| 3996 | .init.f32_neg = xnn_init_f32_neg_avx_params, |
| 3997 | .element_tile = 16, |
| 3998 | }; |
Marat Dukhan | 5020b96 | 2020-06-08 13:30:10 -0700 | [diff] [blame] | 3999 | } else { |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 4000 | xnn_params.f32.neg = (struct vunary_parameters) { |
| 4001 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vneg_ukernel__sse_x8, |
| 4002 | .init.f32_neg = xnn_init_f32_neg_sse_params, |
| 4003 | .element_tile = 8, |
| 4004 | }; |
Marat Dukhan | 5020b96 | 2020-06-08 13:30:10 -0700 | [diff] [blame] | 4005 | } |
Marat Dukhan | 64e5251 | 2020-06-09 13:41:16 -0700 | [diff] [blame] | 4006 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 4007 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 4008 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__avx512f_x16, |
| 4009 | .element_tile = 16, |
| 4010 | }; |
| 4011 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 4012 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__avx512f_x16, |
| 4013 | .element_tile = 16, |
| 4014 | }; |
| 4015 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 4016 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__avx512f_x16, |
| 4017 | .element_tile = 16, |
| 4018 | }; |
| 4019 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 4020 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__avx512f_x16, |
| 4021 | .element_tile = 16, |
| 4022 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 4023 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 4024 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 4025 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__avx_x16, |
| 4026 | .init.f32_rnd = xnn_init_f32_rnd_avx_params, |
| 4027 | .element_tile = 16, |
| 4028 | }; |
| 4029 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 4030 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__avx_x16, |
| 4031 | .init.f32_rnd = xnn_init_f32_rnd_avx_params, |
| 4032 | .element_tile = 16, |
| 4033 | }; |
| 4034 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 4035 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__avx_x16, |
| 4036 | .init.f32_rnd = xnn_init_f32_rnd_avx_params, |
| 4037 | .element_tile = 16, |
| 4038 | }; |
| 4039 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 4040 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__avx_x16, |
| 4041 | .init.f32_rnd = xnn_init_f32_rnd_avx_params, |
| 4042 | .element_tile = 16, |
| 4043 | }; |
Marat Dukhan | 64e5251 | 2020-06-09 13:41:16 -0700 | [diff] [blame] | 4044 | } else if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 4045 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 4046 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__sse41_x8, |
| 4047 | .element_tile = 8, |
| 4048 | }; |
| 4049 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 4050 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__sse41_x8, |
| 4051 | .element_tile = 8, |
| 4052 | }; |
| 4053 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 4054 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__sse41_x8, |
| 4055 | .element_tile = 8, |
| 4056 | }; |
| 4057 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 4058 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__sse41_x8, |
| 4059 | .element_tile = 8, |
| 4060 | }; |
Marat Dukhan | 64e5251 | 2020-06-09 13:41:16 -0700 | [diff] [blame] | 4061 | } else { |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 4062 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 4063 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__sse2_x8, |
| 4064 | .init.f32_rnd = xnn_init_f32_rnd_sse2_params, |
| 4065 | .element_tile = 8, |
| 4066 | }; |
| 4067 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 4068 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__sse2_x8, |
| 4069 | .init.f32_rnd = xnn_init_f32_rnd_sse2_params, |
| 4070 | .element_tile = 8, |
| 4071 | }; |
| 4072 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 4073 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__sse2_x8, |
| 4074 | .init.f32_rnd = xnn_init_f32_rnd_sse2_params, |
| 4075 | .element_tile = 8, |
| 4076 | }; |
| 4077 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 4078 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__sse2_x8, |
| 4079 | .init.f32_rnd = xnn_init_f32_rnd_sse2_params, |
| 4080 | .element_tile = 8, |
| 4081 | }; |
Marat Dukhan | 64e5251 | 2020-06-09 13:41:16 -0700 | [diff] [blame] | 4082 | } |
Marat Dukhan | d9ca7e6 | 2020-09-23 23:45:29 -0700 | [diff] [blame] | 4083 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 4084 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 4085 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__avx512f_rr2_lut32_p2_perm2_scalef_div_x64, |
| 4086 | .init.f32_sigmoid = xnn_init_f32_sigmoid_avx512_rr2_lut32_p2_params, |
| 4087 | .element_tile = 64, |
| 4088 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 4089 | } else if (cpuinfo_has_x86_avx2()) { |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 4090 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 4091 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__avx2_rr1_p5_div_x40, |
| 4092 | .init.f32_sigmoid = xnn_init_f32_sigmoid_avx2_rr1_p5_params, |
| 4093 | .element_tile = 40, |
| 4094 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 4095 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 4096 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 4097 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__avx_rr2_p5_nr2_x40, |
| 4098 | .init.f32_sigmoid = xnn_init_f32_sigmoid_avx_rr2_p5_params, |
| 4099 | .element_tile = 40, |
| 4100 | }; |
Marat Dukhan | 6dd7136 | 2020-09-17 23:11:21 -0700 | [diff] [blame] | 4101 | } else if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 4102 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 4103 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__sse41_rr2_lut64_p2_div_x8, |
| 4104 | .init.f32_sigmoid = xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params, |
| 4105 | .element_tile = 8, |
| 4106 | }; |
Marat Dukhan | fa0a432 | 2020-01-06 16:14:29 -0800 | [diff] [blame] | 4107 | } else { |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 4108 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 4109 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__sse2_rr2_lut64_p2_div_x8, |
| 4110 | .init.f32_sigmoid = xnn_init_f32_sigmoid_sse2_rr2_lut64_p2_params, |
| 4111 | .element_tile = 8, |
| 4112 | }; |
Marat Dukhan | fa0a432 | 2020-01-06 16:14:29 -0800 | [diff] [blame] | 4113 | } |
Marat Dukhan | 90eca0a | 2020-03-11 00:52:23 -0700 | [diff] [blame] | 4114 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 4115 | xnn_params.f32.sqr = (struct vunary_parameters) { |
| 4116 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqr_ukernel__avx512f_x16, |
| 4117 | .element_tile = 16, |
| 4118 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 4119 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 4120 | xnn_params.f32.sqr = (struct vunary_parameters) { |
| 4121 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqr_ukernel__avx_x16, |
| 4122 | .init.f32_default = xnn_init_f32_default_avx_params, |
| 4123 | .element_tile = 16, |
| 4124 | }; |
Marat Dukhan | 5020b96 | 2020-06-08 13:30:10 -0700 | [diff] [blame] | 4125 | } else { |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 4126 | xnn_params.f32.sqr = (struct vunary_parameters) { |
| 4127 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqr_ukernel__sse_x8, |
| 4128 | .element_tile = 8, |
| 4129 | }; |
Marat Dukhan | 5020b96 | 2020-06-08 13:30:10 -0700 | [diff] [blame] | 4130 | } |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 4131 | if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | e72b282 | 2021-12-30 14:46:58 -0800 | [diff] [blame] | 4132 | xnn_params.f32.sqrt = (struct vunary_parameters) { |
| 4133 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqrt_ukernel__avx_sqrt_x8, |
| 4134 | .init.f32_sqrt = xnn_init_f32_sqrt_avx_params, |
| 4135 | .element_tile = 8, |
| 4136 | }; |
Marat Dukhan | 6804bbd | 2020-06-30 19:26:11 -0700 | [diff] [blame] | 4137 | } else { |
Marat Dukhan | e72b282 | 2021-12-30 14:46:58 -0800 | [diff] [blame] | 4138 | xnn_params.f32.sqrt = (struct vunary_parameters) { |
| 4139 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqrt_ukernel__sse_sqrt_x4, |
| 4140 | .element_tile = 4, |
| 4141 | }; |
Marat Dukhan | 6804bbd | 2020-06-30 19:26:11 -0700 | [diff] [blame] | 4142 | } |
Marat Dukhan | 5020b96 | 2020-06-08 13:30:10 -0700 | [diff] [blame] | 4143 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
Marat Dukhan | 90eca0a | 2020-03-11 00:52:23 -0700 | [diff] [blame] | 4144 | xnn_params.f32.prelu = (struct prelu_parameters) { |
| 4145 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__avx512f_2x16, |
| 4146 | .row_tile = 2, |
| 4147 | .channel_tile = 16, |
| 4148 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 4149 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 90eca0a | 2020-03-11 00:52:23 -0700 | [diff] [blame] | 4150 | xnn_params.f32.prelu = (struct prelu_parameters) { |
| 4151 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__avx_2x16, |
| 4152 | .row_tile = 2, |
| 4153 | .channel_tile = 16, |
| 4154 | }; |
Marat Dukhan | 39b5e94 | 2020-06-24 15:03:48 -0700 | [diff] [blame] | 4155 | } else if (cpuinfo_has_x86_sse4_1()) { |
| 4156 | xnn_params.f32.prelu = (struct prelu_parameters) { |
| 4157 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__sse41_2x8, |
| 4158 | .row_tile = 2, |
| 4159 | .channel_tile = 8, |
| 4160 | }; |
Marat Dukhan | 90eca0a | 2020-03-11 00:52:23 -0700 | [diff] [blame] | 4161 | } else { |
| 4162 | xnn_params.f32.prelu = (struct prelu_parameters) { |
| 4163 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__sse2_2x8, |
| 4164 | .row_tile = 2, |
| 4165 | .channel_tile = 8, |
| 4166 | }; |
| 4167 | } |
Marat Dukhan | 4a5c771 | 2022-01-05 22:43:13 -0800 | [diff] [blame] | 4168 | xnn_params.f32.raddstoreexpminusmax = (struct raddstoreexpminusmax_parameters) { |
| 4169 | .ukernel = xnn_f32_raddstoreexpminusmax_ukernel__sse2_rr2_p5_x20_acc2, |
| 4170 | .init = xnn_init_f32_expminus_sse2_rr2_p5_params, |
| 4171 | .element_tile = 20, |
| 4172 | }; |
Marat Dukhan | 1edc454 | 2020-01-27 12:40:13 -0800 | [diff] [blame] | 4173 | xnn_params.f32.rmax = xnn_f32_rmax_ukernel__sse; |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4174 | if (!XNN_PLATFORM_MOBILE && cpuinfo_has_x86_avx512f()) { |
| 4175 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4176 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__avx512f_x32, |
| 4177 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__avx512f_x32, |
| 4178 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__avx512f_x32, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4179 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4180 | .element_tile = 32, |
| 4181 | }; |
| 4182 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4183 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__avx512f_x32, |
| 4184 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__avx512f_x32, |
| 4185 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__avx512f_x32, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4186 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4187 | .element_tile = 32, |
| 4188 | }; |
| 4189 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4190 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__avx512f_x32, |
| 4191 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__avx512f_x32, |
| 4192 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__avx512f_x32, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4193 | .element_tile = 32, |
| 4194 | }; |
| 4195 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4196 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__avx512f_x32, |
| 4197 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__avx512f_x32, |
| 4198 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__avx512f_x32, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4199 | .element_tile = 32, |
| 4200 | }; |
| 4201 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4202 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__avx512f_x32, |
| 4203 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__avx512f_x32, |
| 4204 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__avx512f_x32, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4205 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4206 | .element_tile = 32, |
| 4207 | }; |
| 4208 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4209 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__avx512f_x32, |
| 4210 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__avx512f_x32, |
| 4211 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__avx512f_x32, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4212 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4213 | .element_tile = 32, |
| 4214 | }; |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 4215 | xnn_params.f32.vsqrdiff = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4216 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiff_ukernel__avx512f_x32, |
| 4217 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__avx512f_x32, |
| 4218 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__avx512f_x32, |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 4219 | .element_tile = 32, |
| 4220 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 4221 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4222 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4223 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__avx_x16, |
| 4224 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__avx_x16, |
| 4225 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__avx_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4226 | .init.f32_minmax = xnn_init_f32_minmax_avx_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4227 | .element_tile = 16, |
| 4228 | }; |
| 4229 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4230 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__avx_x16, |
| 4231 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__avx_x16, |
| 4232 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__avx_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4233 | .init.f32_minmax = xnn_init_f32_minmax_avx_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4234 | .element_tile = 16, |
| 4235 | }; |
| 4236 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4237 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__avx_x16, |
| 4238 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__avx_x16, |
| 4239 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__avx_x16, |
Marat Dukhan | 98c5215 | 2021-12-30 13:31:00 -0800 | [diff] [blame] | 4240 | .init.f32_default = xnn_init_f32_default_avx_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4241 | .element_tile = 16, |
| 4242 | }; |
| 4243 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4244 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__avx_x16, |
| 4245 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__avx_x16, |
| 4246 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__avx_x16, |
Marat Dukhan | 98c5215 | 2021-12-30 13:31:00 -0800 | [diff] [blame] | 4247 | .init.f32_default = xnn_init_f32_default_avx_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4248 | .element_tile = 16, |
| 4249 | }; |
| 4250 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4251 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__avx_x16, |
| 4252 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__avx_x16, |
| 4253 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__avx_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4254 | .init.f32_minmax = xnn_init_f32_minmax_avx_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4255 | .element_tile = 16, |
| 4256 | }; |
| 4257 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4258 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__avx_x16, |
| 4259 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__avx_x16, |
| 4260 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__avx_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4261 | .init.f32_minmax = xnn_init_f32_minmax_avx_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4262 | .element_tile = 16, |
| 4263 | }; |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 4264 | xnn_params.f32.vsqrdiff = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4265 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiff_ukernel__avx_x16, |
| 4266 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__avx_x16, |
| 4267 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__avx_x16, |
Marat Dukhan | 98c5215 | 2021-12-30 13:31:00 -0800 | [diff] [blame] | 4268 | .init.f32_default = xnn_init_f32_default_avx_params, |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 4269 | .element_tile = 16, |
| 4270 | }; |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4271 | } else { |
| 4272 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4273 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__sse_x8, |
| 4274 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__sse_x8, |
| 4275 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__sse_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4276 | .init.f32_minmax = xnn_init_f32_minmax_sse_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4277 | .element_tile = 8, |
| 4278 | }; |
| 4279 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4280 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__sse_x8, |
| 4281 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__sse_x8, |
| 4282 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__sse_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4283 | .init.f32_minmax = xnn_init_f32_minmax_sse_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4284 | .element_tile = 8, |
| 4285 | }; |
| 4286 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4287 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__sse_x8, |
| 4288 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__sse_x8, |
| 4289 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__sse_x8, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4290 | .element_tile = 8, |
| 4291 | }; |
| 4292 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4293 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__sse_x8, |
| 4294 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__sse_x8, |
| 4295 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__sse_x8, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4296 | .element_tile = 8, |
| 4297 | }; |
| 4298 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4299 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__sse_x8, |
| 4300 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__sse_x8, |
| 4301 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__sse_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4302 | .init.f32_minmax = xnn_init_f32_minmax_sse_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4303 | .element_tile = 8, |
| 4304 | }; |
| 4305 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4306 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__sse_x8, |
| 4307 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__sse_x8, |
| 4308 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__sse_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 4309 | .init.f32_minmax = xnn_init_f32_minmax_sse_params, |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4310 | .element_tile = 8, |
| 4311 | }; |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 4312 | xnn_params.f32.vsqrdiff = (struct vbinary_parameters) { |
Frank Barchard | c67dd7f | 2020-07-06 11:23:57 -0700 | [diff] [blame] | 4313 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiff_ukernel__sse_x8, |
| 4314 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__sse_x8, |
| 4315 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__sse_x8, |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 4316 | .element_tile = 8, |
| 4317 | }; |
Marat Dukhan | 9a88efe | 2019-12-10 15:54:24 -0800 | [diff] [blame] | 4318 | } |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4319 | xnn_params.f32.vmulcaddc = (struct vmulcaddc_parameters) { |
Marat Dukhan | 9531e9f | 2020-07-24 15:25:02 -0700 | [diff] [blame] | 4320 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f32_vmulcaddc_minmax_ukernel_c4__sse_2x, |
Marat Dukhan | c58453f | 2021-05-24 14:47:38 -0700 | [diff] [blame] | 4321 | .init.f32 = xnn_init_f32_minmax_sse_params, |
Marat Dukhan | 49e6ee9 | 2019-11-06 15:55:29 -0800 | [diff] [blame] | 4322 | .channel_tile = 4, |
| 4323 | .row_tile = 2, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4324 | }; |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 4325 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | cfbed0a | 2020-12-08 10:01:51 -0800 | [diff] [blame] | 4326 | // Sparse microkernels on x86 currently target only SSE, and on processors |
| 4327 | // with AVX ISA dense inference is expected to be faster than sparse. |
| 4328 | if (!cpuinfo_has_x86_avx()) { |
| 4329 | init_flags |= XNN_INIT_FLAG_CHW_OPT; |
| 4330 | } |
| 4331 | |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4332 | xnn_params.f32.spmm = (struct spmm_parameters) { |
Frank Barchard | 4fd38b2 | 2020-10-30 17:10:11 -0700 | [diff] [blame] | 4333 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_32x1__sse, |
| 4334 | .mr = 32, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4335 | .nr = 1, |
| 4336 | }; |
Erich Elsen | 5b2e07a | 2020-06-09 03:27:59 -0700 | [diff] [blame] | 4337 | xnn_params.f32.conv_hwc2chw_3x3c3s2 = (struct conv_hwc2chw_parameters) { |
| 4338 | .ukernel_with_symm_padding = |
| 4339 | (xnn_conv_hwc2chw_ukernel_function) xnn_f32_conv_hwc2chw_ukernel_3x3s2p1c3x4__sse_2x2, |
| 4340 | .output_channel_tile = 4, |
| 4341 | .output_height_tile = 2, |
| 4342 | .output_width_tile = 2, |
| 4343 | }; |
Marat Dukhan | 4897670 | 2022-01-10 18:18:04 -0800 | [diff] [blame] | 4344 | if (cpuinfo_has_x86_ssse3()) { |
Frank Barchard | 0b18cb3 | 2020-11-23 10:50:44 -0800 | [diff] [blame] | 4345 | xnn_params.f32.dwconv2d_chw_3x3 = (struct dwconv2d_chw_parameters) { |
| 4346 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3p1__ssse3_2x4_acc2, |
Frank Barchard | 0b18cb3 | 2020-11-23 10:50:44 -0800 | [diff] [blame] | 4347 | .output_width_tile = 4, |
| 4348 | .output_height_tile = 2, |
| 4349 | }; |
| 4350 | } else { |
| 4351 | xnn_params.f32.dwconv2d_chw_3x3 = (struct dwconv2d_chw_parameters) { |
| 4352 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3p1__sse_2x4_acc2, |
Frank Barchard | 0b18cb3 | 2020-11-23 10:50:44 -0800 | [diff] [blame] | 4353 | .output_width_tile = 4, |
| 4354 | .output_height_tile = 2, |
| 4355 | }; |
| 4356 | } |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 4357 | xnn_params.f32.dwconv2d_chw_3x3s2 = (struct dwconv2d_chw_parameters) { |
| 4358 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__sse_1x4_acc3, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4359 | .output_width_tile = 4, |
| 4360 | .output_height_tile = 1, |
| 4361 | }; |
Marat Dukhan | d050389 | 2020-10-30 08:22:04 -0700 | [diff] [blame] | 4362 | xnn_params.f32.dwconv2d_chw_5x5 = (struct dwconv2d_chw_parameters) { |
| 4363 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5p2__sse_4x4, |
Marat Dukhan | d050389 | 2020-10-30 08:22:04 -0700 | [diff] [blame] | 4364 | .output_width_tile = 4, |
| 4365 | .output_height_tile = 4, |
| 4366 | }; |
Marat Dukhan | ccca214 | 2020-10-30 17:32:45 -0700 | [diff] [blame] | 4367 | xnn_params.f32.dwconv2d_chw_5x5s2 = (struct dwconv2d_chw_parameters) { |
| 4368 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__sse_2x4, |
Marat Dukhan | ccca214 | 2020-10-30 17:32:45 -0700 | [diff] [blame] | 4369 | .output_width_tile = 4, |
| 4370 | .output_height_tile = 2, |
| 4371 | }; |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 4372 | xnn_params.f32.gavgpool_cw = (struct gavgpool_cw_parameters) { |
| 4373 | .ukernel = (xnn_gavgpool_cw_ukernel_function) xnn_f32_gavgpool_cw_ukernel__sse_x4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4374 | .channel_tile = 4, |
| 4375 | }; |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 4376 | xnn_params.f32.ibilinear_chw = (struct ibilinear_chw_parameters) { |
Artsiom Ablavatski | b3ffd58 | 2021-03-31 13:00:08 -0700 | [diff] [blame] | 4377 | .ukernel = (xnn_ibilinear_chw_ukernel_function) xnn_f32_ibilinear_chw_ukernel__sse_p8, |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 4378 | .channel_tile = 1, |
Artsiom Ablavatski | b3ffd58 | 2021-03-31 13:00:08 -0700 | [diff] [blame] | 4379 | .pixel_tile = 8, |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 4380 | }; |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 4381 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4382 | #endif // XNN_NO_F32_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4383 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4384 | /*************************** VCVT x86 micro-kernels ***************************/ |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 4385 | #ifndef XNN_NO_VCVT_OPERATORS |
| 4386 | init_flags |= XNN_INIT_FLAG_VCVT; |
| 4387 | |
| 4388 | if (cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 4389 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 4390 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__avx512skx_x16, |
| 4391 | .element_tile = 16, |
| 4392 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 4393 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 4394 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__avx512skx_x16, |
| 4395 | .element_tile = 16, |
| 4396 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 4397 | } else if (cpuinfo_has_x86_f16c()) { |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 4398 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 4399 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__f16c_x16, |
| 4400 | .element_tile = 16, |
| 4401 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 4402 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 4403 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__f16c_x16, |
| 4404 | .init.f32_f16_cvt = xnn_init_f32_f16_cvt_f16c_params, |
| 4405 | .element_tile = 16, |
| 4406 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 4407 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 4408 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 4409 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__avx_int16_x16, |
| 4410 | .init.f16_f32_cvt = xnn_init_f16_f32_cvt_sse_int16_params, |
| 4411 | .element_tile = 16, |
| 4412 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 4413 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 4414 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__avx_x24, |
| 4415 | .init.f32_f16_cvt = xnn_init_f32_f16_cvt_sse2_params, |
| 4416 | .element_tile = 24, |
| 4417 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 4418 | } else if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 4419 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 4420 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__sse41_int16_x16, |
| 4421 | .init.f16_f32_cvt = xnn_init_f16_f32_cvt_sse_int16_params, |
| 4422 | .element_tile = 16, |
| 4423 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 4424 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 4425 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__sse41_x8, |
| 4426 | .init.f32_f16_cvt = xnn_init_f32_f16_cvt_sse2_params, |
| 4427 | .element_tile = 8, |
| 4428 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 4429 | } else { |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 4430 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 4431 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__sse2_int16_x32, |
| 4432 | .init.f16_f32_cvt = xnn_init_f16_f32_cvt_sse_int16_params, |
| 4433 | .element_tile = 32, |
| 4434 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 4435 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 4436 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__sse2_x16, |
| 4437 | .init.f32_f16_cvt = xnn_init_f32_f16_cvt_sse2_params, |
| 4438 | .element_tile = 16, |
| 4439 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 4440 | } |
Marat Dukhan | 2edf863 | 2021-12-14 23:17:14 -0800 | [diff] [blame] | 4441 | if (cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
| 4442 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 4443 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__avx512skx_x128, |
| 4444 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_avx512_params, |
| 4445 | .element_tile = 128, |
| 4446 | }; |
| 4447 | } else if (cpuinfo_has_x86_avx2()) { |
Marat Dukhan | 0d399ca | 2021-12-14 19:25:50 -0800 | [diff] [blame] | 4448 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 4449 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__avx2_x64, |
| 4450 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_avx2_params, |
| 4451 | .element_tile = 64, |
| 4452 | }; |
| 4453 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | b91432c | 2021-12-14 16:52:09 -0800 | [diff] [blame] | 4454 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 4455 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__avx_x32, |
| 4456 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_avx_params, |
| 4457 | .element_tile = 32, |
| 4458 | }; |
| 4459 | } else if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | ed2d776 | 2021-12-03 23:51:19 -0800 | [diff] [blame] | 4460 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 4461 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__sse41_x32, |
| 4462 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_sse4_params, |
| 4463 | .element_tile = 32, |
| 4464 | }; |
| 4465 | } else { |
| 4466 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 4467 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__sse2_x32, |
| 4468 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_sse2_params, |
| 4469 | .element_tile = 32, |
| 4470 | }; |
| 4471 | } |
Marat Dukhan | 2edf863 | 2021-12-14 23:17:14 -0800 | [diff] [blame] | 4472 | if (cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
| 4473 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
| 4474 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__avx512skx_x128, |
| 4475 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_avx512_params, |
| 4476 | .element_tile = 128, |
| 4477 | }; |
| 4478 | } else if (cpuinfo_has_x86_avx2()) { |
Marat Dukhan | 0d399ca | 2021-12-14 19:25:50 -0800 | [diff] [blame] | 4479 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
| 4480 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__avx2_x64, |
| 4481 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_avx2_params, |
| 4482 | .element_tile = 64, |
| 4483 | }; |
| 4484 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | b91432c | 2021-12-14 16:52:09 -0800 | [diff] [blame] | 4485 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
| 4486 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__avx_x32, |
| 4487 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_avx_params, |
| 4488 | .element_tile = 32, |
| 4489 | }; |
| 4490 | } else { |
| 4491 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
| 4492 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__sse2_x32, |
| 4493 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_sse2_params, |
| 4494 | .element_tile = 32, |
| 4495 | }; |
| 4496 | } |
Marat Dukhan | 98393ad | 2021-12-15 11:07:40 -0800 | [diff] [blame] | 4497 | if (cpuinfo_has_x86_avx512f() && cpuinfo_has_x86_avx512bw() && cpuinfo_has_x86_avx512dq() && cpuinfo_has_x86_avx512vl()) { |
| 4498 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 4499 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__avx512skx_x32, |
| 4500 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_avx512_params, |
| 4501 | .element_tile = 32, |
| 4502 | }; |
| 4503 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 4504 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__avx512skx_x32, |
| 4505 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_avx512_params, |
| 4506 | .element_tile = 32, |
| 4507 | }; |
| 4508 | } else if (cpuinfo_has_x86_avx2()) { |
Marat Dukhan | 7b5f779 | 2021-12-15 00:29:39 -0800 | [diff] [blame] | 4509 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 4510 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__avx2_x16, |
| 4511 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_avx_params, |
| 4512 | .element_tile = 16, |
| 4513 | }; |
| 4514 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 4515 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__avx2_x16, |
| 4516 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_avx_params, |
| 4517 | .element_tile = 16, |
| 4518 | }; |
| 4519 | } else if (cpuinfo_has_x86_avx()) { |
Marat Dukhan | cd4089f | 2021-12-14 23:53:33 -0800 | [diff] [blame] | 4520 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 4521 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__avx_x32, |
| 4522 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_avx_params, |
| 4523 | .element_tile = 32, |
| 4524 | }; |
| 4525 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 4526 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__avx_x32, |
| 4527 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_avx_params, |
| 4528 | .element_tile = 32, |
| 4529 | }; |
| 4530 | } else if (cpuinfo_has_x86_sse4_1()) { |
Marat Dukhan | f92206b | 2021-12-10 17:02:07 -0800 | [diff] [blame] | 4531 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 4532 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__sse41_x16, |
| 4533 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_sse4_params, |
| 4534 | .element_tile = 16, |
| 4535 | }; |
| 4536 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 4537 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__sse41_x16, |
| 4538 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_sse4_params, |
| 4539 | .element_tile = 16, |
| 4540 | }; |
| 4541 | } else { |
| 4542 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 4543 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__sse2_x32, |
| 4544 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_sse2_params, |
| 4545 | .element_tile = 32, |
| 4546 | }; |
| 4547 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 4548 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__sse2_x32, |
| 4549 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_sse2_params, |
| 4550 | .element_tile = 32, |
| 4551 | }; |
| 4552 | } |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 4553 | #endif // XNN_NO_VCVT_OPERATORS |
| 4554 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4555 | /**************************** X32 x86 micro-kernels ****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4556 | #ifndef XNN_NO_X32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 4557 | init_flags |= XNN_INIT_FLAG_X32; |
| 4558 | |
Marat Dukhan | 57dccd8 | 2020-04-14 00:53:10 -0700 | [diff] [blame] | 4559 | xnn_params.x32.unpool = (xnn_unpool_ukernel_function) xnn_x32_unpool_ukernel__sse2; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4560 | xnn_params.x32.zip = (struct zip_parameters) { |
| 4561 | .x2 = (xnn_zipc_ukernel_function) xnn_x32_zip_x2_ukernel__sse2, |
| 4562 | .x3 = (xnn_zipc_ukernel_function) xnn_x32_zip_x3_ukernel__sse2, |
| 4563 | .x4 = (xnn_zipc_ukernel_function) xnn_x32_zip_x4_ukernel__sse2, |
| 4564 | .xm = (xnn_zipv_ukernel_function) xnn_x32_zip_xm_ukernel__sse2, |
| 4565 | }; |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 4566 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | ad71b9a | 2020-11-20 00:01:51 -0800 | [diff] [blame] | 4567 | xnn_params.x32.depthtospace2d_chw2hwc = (struct depthtospace2d_chw2hwc_parameters) { |
| 4568 | .ukernel = (xnn_depthtospace2d_chw2hwc_ukernel_function) xnn_x32_depthtospace2d_chw2hwc_ukernel__scalar, |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 4569 | .channel_tile = 1, |
| 4570 | .pixel_tile = 1, |
| 4571 | }; |
| 4572 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4573 | #endif // XNN_NO_X32_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4574 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4575 | /**************************** XX x86 micro-kernels ****************************/ |
Marat Dukhan | 048931b | 2020-11-24 20:53:54 -0800 | [diff] [blame] | 4576 | #ifndef XNN_NO_XX_OPERATORS |
| 4577 | init_flags |= XNN_INIT_FLAG_XX; |
| 4578 | |
| 4579 | xnn_params.xx.copy = (xnn_univector_ukernel_function) xnn_xx_copy_ukernel__memcpy; |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 4580 | xnn_params.xx.fill = (struct fill_parameters) { |
| 4581 | .ukernel = (xnn_fill_ukernel_function) xnn_xx_fill_ukernel__sse2_x64, |
| 4582 | .row_tile = 1, |
| 4583 | }; |
Marat Dukhan | 0461f2d | 2021-08-08 12:36:29 -0700 | [diff] [blame] | 4584 | xnn_params.xx.pad = (struct pad_parameters) { |
| 4585 | .ukernel = (xnn_pad_ukernel_function) xnn_xx_pad_ukernel__sse2, |
| 4586 | .row_tile = 1, |
| 4587 | }; |
Marat Dukhan | 048931b | 2020-11-24 20:53:54 -0800 | [diff] [blame] | 4588 | #endif |
| 4589 | |
Marat Dukhan | 4c61779 | 2021-12-21 15:47:58 -0800 | [diff] [blame] | 4590 | #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 4591 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4592 | /**************************** QC8 WAsm SIMD micro-kernels****************************/ |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 4593 | #ifndef XNN_NO_QS8_OPERATORS |
| 4594 | init_flags |= XNN_INIT_FLAG_QC8; |
| 4595 | |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4596 | #if defined(XNN_WASMSIMD_VERSION) && (XNN_WASMSIMD_VERSION >= 88) |
Marat Dukhan | 58cdcf2 | 2022-02-01 02:05:00 -0800 | [diff] [blame] | 4597 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128); |
| 4598 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128); |
| 4599 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128); |
| 4600 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128); |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4601 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_wasmsimd_params; |
Marat Dukhan | 0f1ed94 | 2021-12-08 23:25:50 -0800 | [diff] [blame] | 4602 | xnn_params.qc8.gemm.mr = 4; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4603 | xnn_params.qc8.gemm.nr = 4; |
| 4604 | xnn_params.qc8.gemm.log2_kr = 1; |
Marat Dukhan | 0f1ed94 | 2021-12-08 23:25:50 -0800 | [diff] [blame] | 4605 | xnn_params.qc8.gemm.log2_sr = 2; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4606 | #else |
| 4607 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul16_ld64); |
| 4608 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul16_ld64); |
| 4609 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul16_ld64); |
| 4610 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul16_ld64); |
| 4611 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_wasmsimd_params; |
| 4612 | xnn_params.qc8.gemm.mr = 3; |
| 4613 | xnn_params.qc8.gemm.nr = 4; |
| 4614 | xnn_params.qc8.gemm.log2_kr = 3; |
| 4615 | #endif |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 4616 | |
Marat Dukhan | 9cedb59 | 2021-08-17 17:25:24 -0700 | [diff] [blame] | 4617 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x9__wasmsimd_mul16_add16; |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 4618 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_wasmsimd_params; |
Marat Dukhan | 9cedb59 | 2021-08-17 17:25:24 -0700 | [diff] [blame] | 4619 | xnn_params.qc8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 4620 | xnn_params.qc8.dwconv[0].primary_tile = 9; |
Marat Dukhan | 9cedb59 | 2021-08-17 17:25:24 -0700 | [diff] [blame] | 4621 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up16x25__wasmsimd_mul16_add16; |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 4622 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_wasmsimd_params; |
Marat Dukhan | 9cedb59 | 2021-08-17 17:25:24 -0700 | [diff] [blame] | 4623 | xnn_params.qc8.dwconv[1].channel_tile = 16; |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 4624 | xnn_params.qc8.dwconv[1].primary_tile = 25; |
| 4625 | #endif // XNN_NO_QC8_OPERATORS |
| 4626 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4627 | /**************************** QS8 WAsm SIMD micro-kernels****************************/ |
Marat Dukhan | 07e5040 | 2020-08-05 17:16:53 -0700 | [diff] [blame] | 4628 | #ifndef XNN_NO_QS8_OPERATORS |
| 4629 | init_flags |= XNN_INIT_FLAG_QS8; |
| 4630 | |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4631 | #if defined(XNN_WASMSIMD_VERSION) && (XNN_WASMSIMD_VERSION >= 88) |
Marat Dukhan | 58cdcf2 | 2022-02-01 02:05:00 -0800 | [diff] [blame] | 4632 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128); |
| 4633 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128); |
| 4634 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128); |
| 4635 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128); |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4636 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_wasmsimd_params; |
Marat Dukhan | 0f1ed94 | 2021-12-08 23:25:50 -0800 | [diff] [blame] | 4637 | xnn_params.qs8.gemm.mr = 4; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4638 | xnn_params.qs8.gemm.nr = 4; |
| 4639 | xnn_params.qs8.gemm.log2_kr = 1; |
Marat Dukhan | 0f1ed94 | 2021-12-08 23:25:50 -0800 | [diff] [blame] | 4640 | xnn_params.qs8.gemm.log2_sr = 2; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4641 | #else // XNN_WASMSIMD_VERSION >= 88 |
| 4642 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul16_ld64); |
| 4643 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul16_ld64); |
| 4644 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul16_ld64); |
| 4645 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul16_ld64); |
| 4646 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_wasmsimd_params; |
| 4647 | xnn_params.qs8.gemm.mr = 3; |
| 4648 | xnn_params.qs8.gemm.nr = 4; |
| 4649 | xnn_params.qs8.gemm.log2_kr = 3; |
| 4650 | #endif // XNN_WASMSIMD_VERSION >= 88 |
Marat Dukhan | 07e5040 | 2020-08-05 17:16:53 -0700 | [diff] [blame] | 4651 | |
Marat Dukhan | 9cedb59 | 2021-08-17 17:25:24 -0700 | [diff] [blame] | 4652 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up16x9__wasmsimd_mul16_add16; |
Marat Dukhan | 400e7cb | 2021-08-07 15:14:54 -0700 | [diff] [blame] | 4653 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_wasmsimd_params; |
Marat Dukhan | 9cedb59 | 2021-08-17 17:25:24 -0700 | [diff] [blame] | 4654 | xnn_params.qs8.dwconv[0].channel_tile = 16; |
Marat Dukhan | 07e5040 | 2020-08-05 17:16:53 -0700 | [diff] [blame] | 4655 | xnn_params.qs8.dwconv[0].primary_tile = 9; |
Marat Dukhan | 9cedb59 | 2021-08-17 17:25:24 -0700 | [diff] [blame] | 4656 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up16x25__wasmsimd_mul16_add16; |
Marat Dukhan | 400e7cb | 2021-08-07 15:14:54 -0700 | [diff] [blame] | 4657 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_wasmsimd_params; |
Marat Dukhan | 9cedb59 | 2021-08-17 17:25:24 -0700 | [diff] [blame] | 4658 | xnn_params.qs8.dwconv[1].channel_tile = 16; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 4659 | xnn_params.qs8.dwconv[1].primary_tile = 25; |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 4660 | |
| 4661 | xnn_params.qs8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 9e258d6 | 2022-01-12 10:50:51 -0800 | [diff] [blame] | 4662 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7x__wasmsimd_c16, |
| 4663 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7p7x__wasmsimd_c16, |
Marat Dukhan | 53f4106 | 2022-01-11 19:44:57 -0800 | [diff] [blame] | 4664 | .init.qs8 = xnn_init_qs8_avgpool_minmax_fp32_wasmsimd_params, |
| 4665 | .update.qs8 = xnn_update_qs8_avgpool_minmax_fp32_wasmsimd_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4666 | .row_tile = 7, |
Marat Dukhan | 9e258d6 | 2022-01-12 10:50:51 -0800 | [diff] [blame] | 4667 | .channel_tile = 16, |
Marat Dukhan | 9e0b539 | 2020-08-07 02:29:34 -0700 | [diff] [blame] | 4668 | }; |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 4669 | |
| 4670 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
Marat Dukhan | e20a873 | 2021-12-07 17:11:37 -0800 | [diff] [blame] | 4671 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__wasmsimd_x32, |
| 4672 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__wasmsimd_x32, |
| 4673 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__wasmsimd_x32, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 4674 | .init.qs8_addsub = xnn_init_qs8_add_minmax_wasmsimd_params, |
Marat Dukhan | e20a873 | 2021-12-07 17:11:37 -0800 | [diff] [blame] | 4675 | .element_tile = 32, |
Marat Dukhan | ff20948 | 2020-09-03 14:26:53 -0700 | [diff] [blame] | 4676 | }; |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 4677 | xnn_params.qs8.vmul = (struct vbinary_parameters) { |
| 4678 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmul_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, |
| 4679 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, |
| 4680 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, |
| 4681 | .init.qs8_mul = xnn_init_qs8_mul_minmax_fp32_wasmsimd_params, |
| 4682 | .element_tile = 8, |
| 4683 | }; |
Marat Dukhan | 07e5040 | 2020-08-05 17:16:53 -0700 | [diff] [blame] | 4684 | #endif // XNN_NO_QS8_OPERATORS |
| 4685 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4686 | /**************************** QU8 WAsm SIMD micro-kernels****************************/ |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 4687 | #ifndef XNN_NO_QU8_OPERATORS |
| 4688 | init_flags |= XNN_INIT_FLAG_QU8; |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 4689 | |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4690 | #if defined(XNN_WASMSIMD_VERSION) && (XNN_WASMSIMD_VERSION >= 88) |
Marat Dukhan | 58cdcf2 | 2022-02-01 02:05:00 -0800 | [diff] [blame] | 4691 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128); |
| 4692 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_4x4c2s4__wasmsimd_dot16x2_ld128); |
| 4693 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128); |
| 4694 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x4c2s4__wasmsimd_dot16x2_ld128); |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4695 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_wasmsimd_params; |
Marat Dukhan | 58cdcf2 | 2022-02-01 02:05:00 -0800 | [diff] [blame] | 4696 | xnn_params.qu8.gemm.mr = 4; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4697 | xnn_params.qu8.gemm.nr = 4; |
| 4698 | xnn_params.qu8.gemm.log2_kr = 1; |
Marat Dukhan | 58cdcf2 | 2022-02-01 02:05:00 -0800 | [diff] [blame] | 4699 | xnn_params.qu8.gemm.log2_sr = 2; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 4700 | #else // XNN_WASMSIMD_VERSION >= 88 |
| 4701 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul32_ld64); |
| 4702 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_3x4c8__wasmsimd_mul32_ld64); |
| 4703 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul32_ld64); |
| 4704 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x4c8__wasmsimd_mul32_ld64); |
| 4705 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_wasmsimd_params; |
| 4706 | xnn_params.qu8.gemm.mr = 3; |
| 4707 | xnn_params.qu8.gemm.nr = 4; |
| 4708 | xnn_params.qu8.gemm.log2_kr = 3; |
| 4709 | #endif // XNN_WASMSIMD_VERSION >= 88 |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 4710 | |
Marat Dukhan | a97e975 | 2021-07-15 16:30:41 -0700 | [diff] [blame] | 4711 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up8x9__wasmsimd_mul16; |
| 4712 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_wasmsimd_params; |
| 4713 | xnn_params.qu8.dwconv[0].channel_tile = 8; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 4714 | xnn_params.qu8.dwconv[0].primary_tile = 9; |
Marat Dukhan | a97e975 | 2021-07-15 16:30:41 -0700 | [diff] [blame] | 4715 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up8x25__wasmsimd_mul16; |
| 4716 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_wasmsimd_params; |
| 4717 | xnn_params.qu8.dwconv[1].channel_tile = 8; |
| 4718 | xnn_params.qu8.dwconv[1].primary_tile = 25; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 4719 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 4720 | xnn_params.qu8.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4721 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, |
| 4722 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, |
| 4723 | .init.qu8 = xnn_init_qu8_avgpool_minmax_scalar_params, |
| 4724 | .primary_tile = 9, |
| 4725 | .incremental_tile = 8, |
| 4726 | .channel_tile = 1, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4727 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 4728 | xnn_params.qu8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | d1f53e4 | 2022-01-12 22:34:51 -0800 | [diff] [blame] | 4729 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7x__wasmsimd_c16, |
| 4730 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7p7x__wasmsimd_c16, |
| 4731 | .init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_wasmsimd_params, |
| 4732 | .update.qu8 = xnn_update_qu8_avgpool_minmax_fp32_wasmsimd_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4733 | .row_tile = 7, |
Marat Dukhan | d1f53e4 | 2022-01-12 22:34:51 -0800 | [diff] [blame] | 4734 | .channel_tile = 16, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4735 | }; |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 4736 | |
| 4737 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
Marat Dukhan | e20a873 | 2021-12-07 17:11:37 -0800 | [diff] [blame] | 4738 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__wasmsimd_x32, |
| 4739 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__wasmsimd_x32, |
| 4740 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__wasmsimd_x32, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 4741 | .init.qu8_addsub = xnn_init_qu8_add_minmax_wasmsimd_params, |
Marat Dukhan | e20a873 | 2021-12-07 17:11:37 -0800 | [diff] [blame] | 4742 | .element_tile = 32, |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 4743 | }; |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 4744 | xnn_params.qu8.vmul = (struct vbinary_parameters) { |
| 4745 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmul_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, |
| 4746 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, |
| 4747 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__wasmsimd_mul32_ld64_x8, |
| 4748 | .init.qu8_mul = xnn_init_qu8_mul_minmax_fp32_wasmsimd_params, |
| 4749 | .element_tile = 8, |
| 4750 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 4751 | #endif // XNN_NO_QU8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4752 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4753 | /**************************** S8 WAsm SIMD micro-kernels****************************/ |
Marat Dukhan | dc5c148 | 2021-08-16 09:03:15 -0700 | [diff] [blame] | 4754 | #ifndef XNN_NO_S8_OPERATORS |
| 4755 | init_flags |= XNN_INIT_FLAG_S8; |
| 4756 | |
Marat Dukhan | 61c0c9e | 2021-08-16 23:16:14 -0700 | [diff] [blame] | 4757 | xnn_params.s8.clamp = (struct vunary_parameters) { |
| 4758 | .ukernel = (xnn_univector_ukernel_function) xnn_s8_vclamp_ukernel__wasmsimd_x64, |
| 4759 | .init.s8_minmax = xnn_init_s8_minmax_wasmsimd_params, |
| 4760 | .element_tile = 64, |
| 4761 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 4762 | #if defined(XNN_WASMSIMD_VERSION) && (XNN_WASMSIMD_VERSION >= 88) |
| 4763 | xnn_params.s8.ibilinear = (struct ibilinear_parameters) { |
| 4764 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_s8_ibilinear_ukernel__wasmsimd_dot16x2_c8, |
| 4765 | .pixel_tile = 1, |
| 4766 | .channel_tile = 8, |
| 4767 | }; |
| 4768 | #else // XNN_WASMSIMD_VERSION >= 88 |
| 4769 | xnn_params.s8.ibilinear = (struct ibilinear_parameters) { |
| 4770 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_s8_ibilinear_ukernel__wasmsimd_mul32_c8, |
| 4771 | .pixel_tile = 1, |
| 4772 | .channel_tile = 8, |
| 4773 | }; |
| 4774 | #endif // XNN_WASMSIMD_VERSION >= 88 |
Marat Dukhan | dc5c148 | 2021-08-16 09:03:15 -0700 | [diff] [blame] | 4775 | xnn_params.s8.maxpool = (struct maxpool_parameters) { |
| 4776 | .ukernel = (xnn_maxpool_ukernel_function) xnn_s8_maxpool_minmax_ukernel_9p8x__wasmsimd_c16, |
| 4777 | .init.s8 = xnn_init_s8_minmax_wasmsimd_params, |
| 4778 | .mr = 9, |
| 4779 | .qr = 8, |
| 4780 | }; |
| 4781 | #endif // XNN_NO_S8_OPERATORS |
| 4782 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4783 | /**************************** U8 WAsm SIMD micro-kernels****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4784 | #ifndef XNN_NO_U8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 4785 | init_flags |= XNN_INIT_FLAG_U8; |
| 4786 | |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 4787 | xnn_params.u8.clamp = (struct vunary_parameters) { |
Marat Dukhan | 61c0c9e | 2021-08-16 23:16:14 -0700 | [diff] [blame] | 4788 | .ukernel = (xnn_univector_ukernel_function) xnn_u8_vclamp_ukernel__wasmsimd_x64, |
| 4789 | .init.u8_minmax = xnn_init_u8_minmax_wasmsimd_params, |
| 4790 | .element_tile = 64, |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 4791 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 4792 | #if defined(XNN_WASMSIMD_VERSION) && (XNN_WASMSIMD_VERSION >= 88) |
| 4793 | xnn_params.u8.ibilinear = (struct ibilinear_parameters) { |
| 4794 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_u8_ibilinear_ukernel__wasmsimd_dot16x2_c8, |
| 4795 | .pixel_tile = 1, |
| 4796 | .channel_tile = 8, |
| 4797 | }; |
| 4798 | #else // XNN_WASMSIMD_VERSION >= 88 |
| 4799 | xnn_params.u8.ibilinear = (struct ibilinear_parameters) { |
| 4800 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_u8_ibilinear_ukernel__wasmsimd_mul32_c8, |
| 4801 | .pixel_tile = 1, |
| 4802 | .channel_tile = 8, |
| 4803 | }; |
| 4804 | #endif // XNN_WASMSIMD_VERSION >= 88 |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4805 | xnn_params.u8.maxpool = (struct maxpool_parameters) { |
Marat Dukhan | f158942 | 2021-08-15 20:37:06 -0700 | [diff] [blame] | 4806 | .ukernel = (xnn_maxpool_ukernel_function) xnn_u8_maxpool_minmax_ukernel_9p8x__wasmsimd_c16, |
| 4807 | .init.u8 = xnn_init_u8_minmax_wasmsimd_params, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4808 | .mr = 9, |
| 4809 | .qr = 8, |
| 4810 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4811 | xnn_params.u8.lut32norm = xnn_u8_lut32norm_ukernel__scalar; |
| 4812 | xnn_params.u8.rmax = xnn_u8_rmax_ukernel__scalar; |
| 4813 | #endif // XNN_NO_U8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4814 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4815 | /**************************** X8 WAsm SIMD micro-kernels****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4816 | #ifndef XNN_NO_X8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 4817 | init_flags |= XNN_INIT_FLAG_X8; |
| 4818 | |
Marat Dukhan | d67539d | 2021-09-08 23:06:03 -0700 | [diff] [blame] | 4819 | xnn_params.x8.lut = xnn_x8_lut_ukernel__scalar_x4; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4820 | xnn_params.x8.zip = (struct zip_parameters) { |
| 4821 | .x2 = (xnn_zipc_ukernel_function) xnn_x8_zip_x2_ukernel__scalar, |
| 4822 | .x3 = (xnn_zipc_ukernel_function) xnn_x8_zip_x3_ukernel__scalar, |
| 4823 | .x4 = (xnn_zipc_ukernel_function) xnn_x8_zip_x4_ukernel__scalar, |
| 4824 | .xm = (xnn_zipv_ukernel_function) xnn_x8_zip_xm_ukernel__scalar, |
| 4825 | }; |
| 4826 | #endif // XNN_NO_X8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 4827 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 4828 | /**************************** F32 WAsm SIMD micro-kernels****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4829 | #ifndef XNN_NO_F32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 4830 | init_flags |= XNN_INIT_FLAG_F32; |
| 4831 | |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4832 | if (is_wasm_x86) { |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 4833 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_x86_splat); |
| 4834 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x8__wasmsimd_x86_splat); |
| 4835 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_splat); |
| 4836 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_x86_splat); |
Marat Dukhan | 688f6d8 | 2020-07-14 17:02:11 -0700 | [diff] [blame] | 4837 | xnn_params.f32.gemm.relu.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_4x8__wasmsimd_splat); |
| 4838 | xnn_params.f32.gemm.relu.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_4x8__wasmsimd_splat); |
| 4839 | xnn_params.f32.gemm.relu.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_1x8__wasmsimd_splat); |
| 4840 | xnn_params.f32.gemm.relu.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_1x8__wasmsimd_splat); |
Marat Dukhan | 802808c | 2020-06-16 11:01:17 -0700 | [diff] [blame] | 4841 | xnn_params.f32.gemm.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_4x8__wasmsimd_splat); |
| 4842 | xnn_params.f32.gemm.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_4x8__wasmsimd_splat); |
| 4843 | xnn_params.f32.gemm.linear.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_1x8__wasmsimd_splat); |
| 4844 | xnn_params.f32.gemm.linear.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_1x8__wasmsimd_splat); |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4845 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 4846 | xnn_params.f32.gemm.mr = 4; |
| 4847 | xnn_params.f32.gemm.nr = 8; |
Marat Dukhan | e39e646 | 2020-07-09 01:33:36 -0700 | [diff] [blame] | 4848 | |
| 4849 | xnn_params.f32.gemm2.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x2c4__wasmsimd_x86); |
| 4850 | xnn_params.f32.gemm2.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x2c4__wasmsimd_x86); |
| 4851 | xnn_params.f32.gemm2.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_4x2c4__wasmsimd); |
| 4852 | xnn_params.f32.gemm2.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_4x2c4__wasmsimd); |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4853 | xnn_params.f32.gemm2.init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Marat Dukhan | e39e646 | 2020-07-09 01:33:36 -0700 | [diff] [blame] | 4854 | xnn_params.f32.gemm2.mr = 4; |
| 4855 | xnn_params.f32.gemm2.nr = 2; |
| 4856 | xnn_params.f32.gemm2.log2_kr = 2; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4857 | } else { |
Frank Barchard | 0725b8d | 2020-12-07 11:07:35 -0800 | [diff] [blame] | 4858 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_arm_splat); |
| 4859 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_5x8__wasmsimd_arm_splat); |
| 4860 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_splat); |
| 4861 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x8__wasmsimd_arm_splat); |
Marat Dukhan | 688f6d8 | 2020-07-14 17:02:11 -0700 | [diff] [blame] | 4862 | xnn_params.f32.gemm.relu.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_5x8__wasmsimd_splat); |
| 4863 | xnn_params.f32.gemm.relu.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_5x8__wasmsimd_splat); |
| 4864 | xnn_params.f32.gemm.relu.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_1x8__wasmsimd_splat); |
| 4865 | xnn_params.f32.gemm.relu.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_1x8__wasmsimd_splat); |
Marat Dukhan | 802808c | 2020-06-16 11:01:17 -0700 | [diff] [blame] | 4866 | xnn_params.f32.gemm.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_5x8__wasmsimd_splat); |
| 4867 | xnn_params.f32.gemm.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_5x8__wasmsimd_splat); |
| 4868 | xnn_params.f32.gemm.linear.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_1x8__wasmsimd_splat); |
| 4869 | xnn_params.f32.gemm.linear.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_1x8__wasmsimd_splat); |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4870 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Marat Dukhan | 1bbf96b | 2020-06-15 23:01:20 -0700 | [diff] [blame] | 4871 | xnn_params.f32.gemm.mr = 5; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 4872 | xnn_params.f32.gemm.nr = 8; |
Marat Dukhan | e39e646 | 2020-07-09 01:33:36 -0700 | [diff] [blame] | 4873 | |
| 4874 | xnn_params.f32.gemm2.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x2c4__wasmsimd_arm); |
| 4875 | xnn_params.f32.gemm2.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x2c4__wasmsimd_arm); |
| 4876 | xnn_params.f32.gemm2.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_4x2c4__wasmsimd); |
| 4877 | xnn_params.f32.gemm2.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_4x2c4__wasmsimd); |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4878 | xnn_params.f32.gemm2.init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Marat Dukhan | e39e646 | 2020-07-09 01:33:36 -0700 | [diff] [blame] | 4879 | xnn_params.f32.gemm2.mr = 4; |
| 4880 | xnn_params.f32.gemm2.nr = 2; |
| 4881 | xnn_params.f32.gemm2.log2_kr = 2; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4882 | } |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 4883 | |
Marat Dukhan | ac014d7 | 2020-06-16 08:36:47 -0700 | [diff] [blame] | 4884 | if (is_wasm_x86) { |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4885 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x3__wasmsimd_x86; |
| 4886 | xnn_params.f32.dwconv[0].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up8x3__wasmsimd; |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4887 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Marat Dukhan | ac014d7 | 2020-06-16 08:36:47 -0700 | [diff] [blame] | 4888 | xnn_params.f32.dwconv[0].channel_tile = 8; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4889 | xnn_params.f32.dwconv[0].primary_tile = 3; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 4890 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4891 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x4__wasmsimd_x86; |
| 4892 | xnn_params.f32.dwconv[1].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up8x4__wasmsimd; |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4893 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Marat Dukhan | ac014d7 | 2020-06-16 08:36:47 -0700 | [diff] [blame] | 4894 | xnn_params.f32.dwconv[1].channel_tile = 8; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4895 | xnn_params.f32.dwconv[1].primary_tile = 4; |
| 4896 | |
| 4897 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up8x9__wasmsimd_x86; |
| 4898 | xnn_params.f32.dwconv[2].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up8x9__wasmsimd; |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4899 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4900 | xnn_params.f32.dwconv[2].channel_tile = 8; |
| 4901 | xnn_params.f32.dwconv[2].primary_tile = 9; |
Marat Dukhan | ac014d7 | 2020-06-16 08:36:47 -0700 | [diff] [blame] | 4902 | } else { |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4903 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up4x3__wasmsimd_arm; |
| 4904 | xnn_params.f32.dwconv[0].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up4x3__wasmsimd; |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4905 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Marat Dukhan | ac014d7 | 2020-06-16 08:36:47 -0700 | [diff] [blame] | 4906 | xnn_params.f32.dwconv[0].channel_tile = 4; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4907 | xnn_params.f32.dwconv[0].primary_tile = 3; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 4908 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4909 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up4x4__wasmsimd_arm; |
| 4910 | xnn_params.f32.dwconv[1].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up4x4__wasmsimd; |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4911 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Marat Dukhan | ac014d7 | 2020-06-16 08:36:47 -0700 | [diff] [blame] | 4912 | xnn_params.f32.dwconv[1].channel_tile = 4; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4913 | xnn_params.f32.dwconv[1].primary_tile = 4; |
| 4914 | |
| 4915 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up4x9__wasmsimd_arm; |
| 4916 | xnn_params.f32.dwconv[2].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up4x9__wasmsimd; |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4917 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4918 | xnn_params.f32.dwconv[2].channel_tile = 4; |
| 4919 | xnn_params.f32.dwconv[2].primary_tile = 9; |
Marat Dukhan | ac014d7 | 2020-06-16 08:36:47 -0700 | [diff] [blame] | 4920 | } |
| 4921 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4922 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up4x25__wasmsimd_arm; |
| 4923 | xnn_params.f32.dwconv[3].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up4x25__wasmsimd; |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4924 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_wasmsimd_params; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 4925 | xnn_params.f32.dwconv[3].channel_tile = 4; |
| 4926 | xnn_params.f32.dwconv[3].primary_tile = 25; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 4927 | |
Marat Dukhan | 3b7432d | 2020-07-16 17:46:32 -0700 | [diff] [blame] | 4928 | if (is_wasm_x86) { |
| 4929 | xnn_params.f32.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4930 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9x__wasmsimd_x86_c4, |
| 4931 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9p8x__wasmsimd_x86_c4, |
Marat Dukhan | 8459822 | 2022-01-09 21:39:22 -0800 | [diff] [blame] | 4932 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4933 | .primary_tile = 9, |
| 4934 | .incremental_tile = 8, |
| 4935 | .channel_tile = 4, |
Marat Dukhan | 3b7432d | 2020-07-16 17:46:32 -0700 | [diff] [blame] | 4936 | }; |
Marat Dukhan | 1483c53 | 2020-07-16 18:08:19 -0700 | [diff] [blame] | 4937 | xnn_params.f32.pavgpool = (struct pavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4938 | .unipass = (xnn_pavgpool_unipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9x__wasmsimd_x86_c4, |
| 4939 | .multipass = (xnn_pavgpool_multipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9p8x__wasmsimd_x86_c4, |
| 4940 | .primary_tile = 9, |
| 4941 | .incremental_tile = 8, |
| 4942 | .channel_tile = 4, |
Marat Dukhan | 1483c53 | 2020-07-16 18:08:19 -0700 | [diff] [blame] | 4943 | }; |
Marat Dukhan | c601680 | 2020-07-16 18:51:28 -0700 | [diff] [blame] | 4944 | xnn_params.f32.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4945 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7x__wasmsimd_x86_c4, |
| 4946 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7p7x__wasmsimd_x86_c4, |
Marat Dukhan | 8459822 | 2022-01-09 21:39:22 -0800 | [diff] [blame] | 4947 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 4948 | .update.f32 = xnn_update_f32_scaleminmax_scalar_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4949 | .row_tile = 7, |
| 4950 | .channel_tile = 4, |
Marat Dukhan | c601680 | 2020-07-16 18:51:28 -0700 | [diff] [blame] | 4951 | }; |
Marat Dukhan | 3b7432d | 2020-07-16 17:46:32 -0700 | [diff] [blame] | 4952 | } else { |
| 4953 | xnn_params.f32.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4954 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9x__wasmsimd_arm_c4, |
| 4955 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9p8x__wasmsimd_arm_c4, |
Marat Dukhan | 8459822 | 2022-01-09 21:39:22 -0800 | [diff] [blame] | 4956 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4957 | .primary_tile = 9, |
| 4958 | .incremental_tile = 8, |
| 4959 | .channel_tile = 4, |
Marat Dukhan | 3b7432d | 2020-07-16 17:46:32 -0700 | [diff] [blame] | 4960 | }; |
Marat Dukhan | 1483c53 | 2020-07-16 18:08:19 -0700 | [diff] [blame] | 4961 | xnn_params.f32.pavgpool = (struct pavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4962 | .unipass = (xnn_pavgpool_unipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9x__wasmsimd_arm_c4, |
| 4963 | .multipass = (xnn_pavgpool_multipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9p8x__wasmsimd_arm_c4, |
| 4964 | .primary_tile = 9, |
| 4965 | .incremental_tile = 8, |
| 4966 | .channel_tile = 4, |
Marat Dukhan | 1483c53 | 2020-07-16 18:08:19 -0700 | [diff] [blame] | 4967 | }; |
Marat Dukhan | c601680 | 2020-07-16 18:51:28 -0700 | [diff] [blame] | 4968 | xnn_params.f32.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4969 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7x__wasmsimd_arm_c4, |
| 4970 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7p7x__wasmsimd_arm_c4, |
Marat Dukhan | 8459822 | 2022-01-09 21:39:22 -0800 | [diff] [blame] | 4971 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 4972 | .update.f32 = xnn_update_f32_scaleminmax_scalar_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 4973 | .row_tile = 7, |
| 4974 | .channel_tile = 4, |
Marat Dukhan | c601680 | 2020-07-16 18:51:28 -0700 | [diff] [blame] | 4975 | }; |
Marat Dukhan | 3b7432d | 2020-07-16 17:46:32 -0700 | [diff] [blame] | 4976 | } |
Marat Dukhan | f6e2480 | 2020-07-08 22:20:40 -0700 | [diff] [blame] | 4977 | if (is_wasm_x86) { |
| 4978 | xnn_params.f32.maxpool = (struct maxpool_parameters) { |
| 4979 | .ukernel = (xnn_maxpool_ukernel_function) xnn_f32_maxpool_minmax_ukernel_9p8x__wasmsimd_x86_c4, |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4980 | .init.f32 = xnn_init_f32_minmax_wasmsimd_params, |
Marat Dukhan | f6e2480 | 2020-07-08 22:20:40 -0700 | [diff] [blame] | 4981 | .mr = 9, |
| 4982 | .qr = 8, |
| 4983 | }; |
| 4984 | } else { |
| 4985 | xnn_params.f32.maxpool = (struct maxpool_parameters) { |
| 4986 | .ukernel = (xnn_maxpool_ukernel_function) xnn_f32_maxpool_minmax_ukernel_9p8x__wasmsimd_arm_c4, |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 4987 | .init.f32 = xnn_init_f32_minmax_wasmsimd_params, |
Marat Dukhan | f6e2480 | 2020-07-08 22:20:40 -0700 | [diff] [blame] | 4988 | .mr = 9, |
| 4989 | .qr = 8, |
| 4990 | }; |
| 4991 | } |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4992 | xnn_params.f32.argmaxpool[0] = (struct argmaxpool_parameters) { |
Marat Dukhan | 40f0552 | 2020-07-16 22:33:12 -0700 | [diff] [blame] | 4993 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_4x__wasmsimd_c4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4994 | .mr = 4, |
| 4995 | }; |
| 4996 | xnn_params.f32.argmaxpool[1] = (struct argmaxpool_parameters) { |
Marat Dukhan | 40f0552 | 2020-07-16 22:33:12 -0700 | [diff] [blame] | 4997 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9x__wasmsimd_c4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 4998 | .mr = 9, |
| 4999 | }; |
| 5000 | xnn_params.f32.argmaxpool[2] = (struct argmaxpool_parameters) { |
Marat Dukhan | 40f0552 | 2020-07-16 22:33:12 -0700 | [diff] [blame] | 5001 | .mp = (xnn_argmaxpool_multipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9p8x__wasmsimd_c4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5002 | .mr = 9, |
| 5003 | .qr = 8, |
| 5004 | }; |
Marat Dukhan | 660fd19 | 2020-03-10 04:55:30 -0700 | [diff] [blame] | 5005 | xnn_params.f32.ibilinear = (struct ibilinear_parameters) { |
Marat Dukhan | 00d1d6e | 2020-07-09 01:37:27 -0700 | [diff] [blame] | 5006 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_f32_ibilinear_ukernel__wasmsimd_c8, |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 5007 | .pixel_tile = 1, |
| 5008 | .channel_tile = 8, |
| 5009 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 5010 | xnn_params.f32.abs = (struct vunary_parameters) { |
| 5011 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vabs_ukernel__wasmsimd_x8, |
| 5012 | .init.f32_abs = xnn_init_f32_abs_wasmsimd_params, |
| 5013 | .element_tile = 16, |
| 5014 | }; |
Marat Dukhan | c303fe6 | 2020-06-26 10:09:25 -0700 | [diff] [blame] | 5015 | if (is_wasm_x86) { |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 5016 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 5017 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__wasmsimd_x86_x8, |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 5018 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 5019 | .element_tile = 8, |
| 5020 | }; |
Marat Dukhan | c303fe6 | 2020-06-26 10:09:25 -0700 | [diff] [blame] | 5021 | } else { |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 5022 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 5023 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__wasmsimd_arm_x8, |
Marat Dukhan | c83ef3b | 2021-12-30 09:47:07 -0800 | [diff] [blame] | 5024 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 5025 | .element_tile = 8, |
| 5026 | }; |
Marat Dukhan | c303fe6 | 2020-06-26 10:09:25 -0700 | [diff] [blame] | 5027 | } |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 5028 | if (is_wasm_x86) { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 5029 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 5030 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__wasmsimd_x86_rr2_p6_x20, |
| 5031 | .init.f32_elu = xnn_init_f32_elu_wasmsimd_rr2_p6_params, |
| 5032 | .element_tile = 20, |
| 5033 | }; |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 5034 | } else { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 5035 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 5036 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__wasmsimd_arm_rr2_p6_x20, |
| 5037 | .init.f32_elu = xnn_init_f32_elu_wasmsimd_rr2_p6_params, |
| 5038 | .element_tile = 20, |
| 5039 | }; |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 5040 | } |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 5041 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 5042 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__wasmsimd_x16, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 5043 | .init.f32_hswish = xnn_init_f32_hswish_wasmsimd_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 5044 | .element_tile = 16, |
| 5045 | }; |
Marat Dukhan | f4935a2 | 2020-07-16 15:59:10 -0700 | [diff] [blame] | 5046 | if (is_wasm_x86) { |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 5047 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 5048 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__wasmsimd_minmax_x8, |
| 5049 | .init.f32_lrelu = xnn_init_f32_lrelu_wasmsimd_params, |
| 5050 | .element_tile = 8, |
| 5051 | }; |
Marat Dukhan | f4935a2 | 2020-07-16 15:59:10 -0700 | [diff] [blame] | 5052 | } else { |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 5053 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 5054 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__wasmsimd_bitselect_x8, |
| 5055 | .init.f32_lrelu = xnn_init_f32_lrelu_wasmsimd_params, |
| 5056 | .element_tile = 8, |
| 5057 | }; |
Marat Dukhan | f4935a2 | 2020-07-16 15:59:10 -0700 | [diff] [blame] | 5058 | } |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 5059 | xnn_params.f32.neg = (struct vunary_parameters) { |
| 5060 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vneg_ukernel__wasmsimd_x8, |
| 5061 | .init.f32_neg = xnn_init_f32_neg_wasmsimd_params, |
| 5062 | .element_tile = 16, |
| 5063 | }; |
Marat Dukhan | 6674d69 | 2021-05-05 22:27:00 -0700 | [diff] [blame] | 5064 | xnn_params.f32.relu = (xnn_univector_ukernel_function) xnn_f32_vrelu_ukernel__wasmsimd_x16; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 5065 | #if defined(XNN_WASMSIMD_VERSION) && (XNN_WASMSIMD_VERSION >= 91) |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 5066 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 5067 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__wasmsimd_native_x8, |
| 5068 | .element_tile = 8, |
| 5069 | }; |
| 5070 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 5071 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__wasmsimd_native_x8, |
| 5072 | .element_tile = 8, |
| 5073 | }; |
| 5074 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 5075 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__wasmsimd_native_x8, |
| 5076 | .element_tile = 8, |
| 5077 | }; |
| 5078 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 5079 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__wasmsimd_native_x8, |
| 5080 | .element_tile = 8, |
| 5081 | }; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 5082 | #else // XNN_WASMSIMD_VERSION >= 91 |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 5083 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 5084 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__wasmsimd_addsub_x8, |
| 5085 | .init.f32_rnd = xnn_init_f32_rnd_wasmsimd_params, |
| 5086 | .element_tile = 8, |
| 5087 | }; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 5088 | if (is_wasm_x86) { |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 5089 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 5090 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__wasmsimd_addsub_x8, |
| 5091 | .init.f32_rnd = xnn_init_f32_rnd_wasmsimd_params, |
| 5092 | .element_tile = 8, |
| 5093 | }; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 5094 | } else { |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 5095 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 5096 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__wasmsimd_cvt_x8, |
| 5097 | .init.f32_rnd = xnn_init_f32_rnd_wasmsimd_params, |
| 5098 | .element_tile = 8, |
| 5099 | }; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 5100 | } |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 5101 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 5102 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__wasmsimd_addsub_x8, |
| 5103 | .init.f32_rnd = xnn_init_f32_rnd_wasmsimd_params, |
| 5104 | .element_tile = 8, |
| 5105 | }; |
| 5106 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 5107 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__wasmsimd_addsub_x8, |
| 5108 | .init.f32_rnd = xnn_init_f32_rnd_wasmsimd_params, |
| 5109 | .element_tile = 8, |
| 5110 | }; |
Marat Dukhan | 189c1d0 | 2021-09-03 15:39:54 -0700 | [diff] [blame] | 5111 | #endif // XNN_WASMSIMD_VERSION >= 91 |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 5112 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 5113 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__wasmsimd_rr2_p5_div_x16, |
| 5114 | .init.f32_sigmoid = xnn_init_f32_sigmoid_wasmsimd_rr2_p5_params, |
| 5115 | .element_tile = 16, |
| 5116 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 5117 | xnn_params.f32.sqr = (struct vunary_parameters) { |
| 5118 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqr_ukernel__wasmsimd_x8, |
| 5119 | .element_tile = 16, |
| 5120 | }; |
Marat Dukhan | e72b282 | 2021-12-30 14:46:58 -0800 | [diff] [blame] | 5121 | xnn_params.f32.sqrt = (struct vunary_parameters) { |
| 5122 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqrt_ukernel__wasmsimd_sqrt_x8, |
| 5123 | .element_tile = 8, |
| 5124 | }; |
Marat Dukhan | 195f8eb | 2020-06-25 12:50:57 -0700 | [diff] [blame] | 5125 | if (is_wasm_x86) { |
| 5126 | xnn_params.f32.prelu = (struct prelu_parameters) { |
Marat Dukhan | 7829928 | 2020-07-15 17:38:06 -0700 | [diff] [blame] | 5127 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__wasmsimd_minmax_2x8, |
Marat Dukhan | 195f8eb | 2020-06-25 12:50:57 -0700 | [diff] [blame] | 5128 | .row_tile = 2, |
| 5129 | .channel_tile = 8, |
| 5130 | }; |
| 5131 | } else { |
| 5132 | xnn_params.f32.prelu = (struct prelu_parameters) { |
Marat Dukhan | 7829928 | 2020-07-15 17:38:06 -0700 | [diff] [blame] | 5133 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__wasmsimd_bitselect_2x8, |
Marat Dukhan | 195f8eb | 2020-06-25 12:50:57 -0700 | [diff] [blame] | 5134 | .row_tile = 2, |
| 5135 | .channel_tile = 8, |
| 5136 | }; |
| 5137 | } |
Marat Dukhan | 4a5c771 | 2022-01-05 22:43:13 -0800 | [diff] [blame] | 5138 | xnn_params.f32.raddstoreexpminusmax = (struct raddstoreexpminusmax_parameters) { |
| 5139 | .ukernel = xnn_f32_raddstoreexpminusmax_ukernel__wasmsimd_rr2_p5_x16_acc2, |
| 5140 | .init = xnn_init_f32_expminus_wasmsimd_rr2_p5_params, |
| 5141 | .element_tile = 16, |
| 5142 | }; |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5143 | if (is_wasm_x86) { |
Marat Dukhan | 0bf8afa | 2021-09-20 10:02:18 -0700 | [diff] [blame] | 5144 | xnn_params.f32.rmax = xnn_f32_rmax_ukernel__wasmsimd_x86; |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5145 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5146 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__wasmsimd_x86_x16, |
| 5147 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__wasmsimd_x86_x16, |
| 5148 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__wasmsimd_x86_x16, |
| 5149 | .linear.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_ukernel__wasmsimd_x16, |
| 5150 | .linear.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_ukernel__wasmsimd_x16, |
| 5151 | .linear.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_ukernel__wasmsimd_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5152 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5153 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5154 | }; |
| 5155 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Frank Barchard | b392f8e | 2020-10-27 10:46:44 -0700 | [diff] [blame] | 5156 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__wasmsimd_x86_x16, |
| 5157 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__wasmsimd_x86_x16, |
| 5158 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__wasmsimd_x86_x16, |
| 5159 | .linear.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_ukernel__wasmsimd_x16, |
| 5160 | .linear.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_ukernel__wasmsimd_x16, |
| 5161 | .linear.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_ukernel__wasmsimd_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5162 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Frank Barchard | b392f8e | 2020-10-27 10:46:44 -0700 | [diff] [blame] | 5163 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5164 | }; |
| 5165 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5166 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__wasmsimd_x86_x16, |
| 5167 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__wasmsimd_x86_x16, |
| 5168 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__wasmsimd_x86_x16, |
| 5169 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5170 | }; |
| 5171 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5172 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__wasmsimd_x86_x16, |
| 5173 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__wasmsimd_x86_x16, |
| 5174 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__wasmsimd_x86_x16, |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5175 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5176 | }; |
| 5177 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5178 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__wasmsimd_x86_x16, |
| 5179 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__wasmsimd_x86_x16, |
| 5180 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__wasmsimd_x86_x16, |
| 5181 | .linear.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_ukernel__wasmsimd_x16, |
| 5182 | .linear.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_ukernel__wasmsimd_x16, |
| 5183 | .linear.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_ukernel__wasmsimd_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5184 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5185 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5186 | }; |
| 5187 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5188 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__wasmsimd_x86_x16, |
| 5189 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__wasmsimd_x86_x16, |
| 5190 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__wasmsimd_x86_x16, |
| 5191 | .linear.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_ukernel__wasmsimd_x16, |
| 5192 | .linear.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_ukernel__wasmsimd_x16, |
| 5193 | .linear.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_ukernel__wasmsimd_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5194 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5195 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5196 | }; |
| 5197 | } else { |
Marat Dukhan | 0bf8afa | 2021-09-20 10:02:18 -0700 | [diff] [blame] | 5198 | xnn_params.f32.rmax = xnn_f32_rmax_ukernel__wasmsimd_arm; |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5199 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5200 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__wasmsimd_arm_x16, |
| 5201 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__wasmsimd_arm_x16, |
| 5202 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__wasmsimd_arm_x16, |
| 5203 | .linear.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_ukernel__wasmsimd_x16, |
| 5204 | .linear.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_ukernel__wasmsimd_x16, |
| 5205 | .linear.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_ukernel__wasmsimd_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5206 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5207 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5208 | }; |
| 5209 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Frank Barchard | b392f8e | 2020-10-27 10:46:44 -0700 | [diff] [blame] | 5210 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__wasmsimd_arm_x16, |
| 5211 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__wasmsimd_arm_x16, |
| 5212 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__wasmsimd_arm_x16, |
| 5213 | .linear.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_ukernel__wasmsimd_x16, |
| 5214 | .linear.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_ukernel__wasmsimd_x16, |
| 5215 | .linear.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_ukernel__wasmsimd_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5216 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Frank Barchard | b392f8e | 2020-10-27 10:46:44 -0700 | [diff] [blame] | 5217 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5218 | }; |
| 5219 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5220 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__wasmsimd_arm_x16, |
| 5221 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__wasmsimd_arm_x16, |
| 5222 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__wasmsimd_arm_x16, |
| 5223 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5224 | }; |
| 5225 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5226 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__wasmsimd_arm_x16, |
| 5227 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__wasmsimd_arm_x16, |
| 5228 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__wasmsimd_arm_x16, |
| 5229 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5230 | }; |
| 5231 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5232 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__wasmsimd_arm_x16, |
| 5233 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__wasmsimd_arm_x16, |
| 5234 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__wasmsimd_arm_x16, |
| 5235 | .linear.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_ukernel__wasmsimd_x16, |
| 5236 | .linear.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_ukernel__wasmsimd_x16, |
| 5237 | .linear.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_ukernel__wasmsimd_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5238 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5239 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5240 | }; |
| 5241 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5242 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__wasmsimd_arm_x16, |
| 5243 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__wasmsimd_arm_x16, |
| 5244 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__wasmsimd_arm_x16, |
| 5245 | .linear.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_ukernel__wasmsimd_x16, |
| 5246 | .linear.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_ukernel__wasmsimd_x16, |
| 5247 | .linear.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_ukernel__wasmsimd_x16, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5248 | .init.f32_minmax = xnn_init_f32_minmax_wasmsimd_params, |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5249 | .element_tile = 16, |
Marat Dukhan | cdc5655 | 2020-06-26 19:49:41 -0700 | [diff] [blame] | 5250 | }; |
| 5251 | } |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 5252 | xnn_params.f32.vsqrdiff = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5253 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiff_ukernel__wasmsimd_x16, |
| 5254 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__wasmsimd_x16, |
| 5255 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__wasmsimd_x16, |
| 5256 | .element_tile = 16, |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 5257 | }; |
Marat Dukhan | d816f62 | 2020-07-15 10:14:39 -0700 | [diff] [blame] | 5258 | if (is_wasm_x86) { |
| 5259 | xnn_params.f32.vmulcaddc = (struct vmulcaddc_parameters) { |
Marat Dukhan | 9531e9f | 2020-07-24 15:25:02 -0700 | [diff] [blame] | 5260 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f32_vmulcaddc_minmax_ukernel_c4__wasmsimd_x86_2x, |
Marat Dukhan | d57186a | 2021-12-30 11:37:24 -0800 | [diff] [blame] | 5261 | .init.f32 = xnn_init_f32_minmax_wasmsimd_params, |
Marat Dukhan | d816f62 | 2020-07-15 10:14:39 -0700 | [diff] [blame] | 5262 | .channel_tile = 4, |
| 5263 | .row_tile = 2, |
| 5264 | }; |
| 5265 | } else { |
| 5266 | xnn_params.f32.vmulcaddc = (struct vmulcaddc_parameters) { |
Marat Dukhan | 9531e9f | 2020-07-24 15:25:02 -0700 | [diff] [blame] | 5267 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f32_vmulcaddc_minmax_ukernel_c4__wasmsimd_arm_2x, |
Marat Dukhan | d57186a | 2021-12-30 11:37:24 -0800 | [diff] [blame] | 5268 | .init.f32 = xnn_init_f32_minmax_wasmsimd_params, |
Marat Dukhan | d816f62 | 2020-07-15 10:14:39 -0700 | [diff] [blame] | 5269 | .channel_tile = 4, |
| 5270 | .row_tile = 2, |
| 5271 | }; |
| 5272 | } |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 5273 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | cfbed0a | 2020-12-08 10:01:51 -0800 | [diff] [blame] | 5274 | init_flags |= XNN_INIT_FLAG_CHW_OPT; |
| 5275 | |
Frank Barchard | 498cb50 | 2020-11-16 23:50:04 -0800 | [diff] [blame] | 5276 | if (is_wasm_x86) { |
| 5277 | xnn_params.f32.spmm = (struct spmm_parameters) { |
| 5278 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86, |
| 5279 | .mr = 32, |
| 5280 | .nr = 1, |
| 5281 | }; |
| 5282 | } else { |
| 5283 | xnn_params.f32.spmm = (struct spmm_parameters) { |
| 5284 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm, |
| 5285 | .mr = 32, |
| 5286 | .nr = 1, |
| 5287 | }; |
| 5288 | } |
Erich Elsen | 0a1970e | 2020-06-10 09:24:59 -0700 | [diff] [blame] | 5289 | xnn_params.f32.conv_hwc2chw_3x3c3s2 = (struct conv_hwc2chw_parameters) { |
| 5290 | .ukernel_with_symm_padding = |
Frank Barchard | 2213606 | 2020-11-24 18:44:46 -0800 | [diff] [blame] | 5291 | (xnn_conv_hwc2chw_ukernel_function) xnn_f32_conv_hwc2chw_ukernel_3x3s2p1c3x4__wasmsimd_2x2, |
Erich Elsen | 0a1970e | 2020-06-10 09:24:59 -0700 | [diff] [blame] | 5292 | .output_channel_tile = 4, |
| 5293 | .output_height_tile = 2, |
| 5294 | .output_width_tile = 2, |
| 5295 | }; |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5296 | if (is_wasm_x86) { |
| 5297 | xnn_params.f32.dwconv2d_chw_3x3 = (struct dwconv2d_chw_parameters) { |
Frank Barchard | 412e2f4 | 2020-12-11 11:40:50 -0800 | [diff] [blame] | 5298 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3p1__wasmsimd_x86_loadsplat_2x4, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5299 | .output_width_tile = 4, |
Frank Barchard | 97883b8 | 2020-11-23 13:01:03 -0800 | [diff] [blame] | 5300 | .output_height_tile = 2, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5301 | }; |
| 5302 | xnn_params.f32.dwconv2d_chw_3x3s2 = (struct dwconv2d_chw_parameters) { |
Frank Barchard | 412e2f4 | 2020-12-11 11:40:50 -0800 | [diff] [blame] | 5303 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__wasmsimd_x86_splat_1x4_acc2, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5304 | .output_width_tile = 4, |
| 5305 | .output_height_tile = 1, |
| 5306 | }; |
| 5307 | xnn_params.f32.dwconv2d_chw_5x5 = (struct dwconv2d_chw_parameters) { |
Frank Barchard | 412e2f4 | 2020-12-11 11:40:50 -0800 | [diff] [blame] | 5308 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5p2__wasmsimd_x86_splat_3x4, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5309 | .output_width_tile = 4, |
| 5310 | .output_height_tile = 3, |
| 5311 | }; |
| 5312 | xnn_params.f32.dwconv2d_chw_5x5s2 = (struct dwconv2d_chw_parameters) { |
Frank Barchard | 412e2f4 | 2020-12-11 11:40:50 -0800 | [diff] [blame] | 5313 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__wasmsimd_x86_splat_1x4_acc2, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5314 | .output_width_tile = 4, |
| 5315 | .output_height_tile = 1, |
| 5316 | }; |
| 5317 | } else { |
| 5318 | xnn_params.f32.dwconv2d_chw_3x3 = (struct dwconv2d_chw_parameters) { |
Frank Barchard | 412e2f4 | 2020-12-11 11:40:50 -0800 | [diff] [blame] | 5319 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3p1__wasmsimd_arm_loadsplat_2x4, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5320 | .output_width_tile = 4, |
Frank Barchard | 97883b8 | 2020-11-23 13:01:03 -0800 | [diff] [blame] | 5321 | .output_height_tile = 2, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5322 | }; |
| 5323 | xnn_params.f32.dwconv2d_chw_3x3s2 = (struct dwconv2d_chw_parameters) { |
Frank Barchard | 412e2f4 | 2020-12-11 11:40:50 -0800 | [diff] [blame] | 5324 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__wasmsimd_arm_splat_1x4_acc4, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5325 | .output_width_tile = 4, |
| 5326 | .output_height_tile = 1, |
| 5327 | }; |
| 5328 | xnn_params.f32.dwconv2d_chw_5x5 = (struct dwconv2d_chw_parameters) { |
Frank Barchard | 412e2f4 | 2020-12-11 11:40:50 -0800 | [diff] [blame] | 5329 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5p2__wasmsimd_arm_splat_3x4, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5330 | .output_width_tile = 4, |
| 5331 | .output_height_tile = 3, |
| 5332 | }; |
| 5333 | xnn_params.f32.dwconv2d_chw_5x5s2 = (struct dwconv2d_chw_parameters) { |
Frank Barchard | 412e2f4 | 2020-12-11 11:40:50 -0800 | [diff] [blame] | 5334 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__wasmsimd_arm_splat_1x4_acc2, |
Frank Barchard | db5c32d | 2020-11-16 23:58:42 -0800 | [diff] [blame] | 5335 | .output_width_tile = 4, |
| 5336 | .output_height_tile = 1, |
| 5337 | }; |
| 5338 | } |
Marat Dukhan | c5045bf | 2020-07-27 18:16:35 -0700 | [diff] [blame] | 5339 | if (is_wasm_x86) { |
| 5340 | xnn_params.f32.gavgpool_cw = (struct gavgpool_cw_parameters) { |
| 5341 | .ukernel = (xnn_gavgpool_cw_ukernel_function) xnn_f32_gavgpool_cw_ukernel__wasmsimd_x86_x4, |
| 5342 | .channel_tile = 4, |
| 5343 | }; |
| 5344 | } else { |
| 5345 | xnn_params.f32.gavgpool_cw = (struct gavgpool_cw_parameters) { |
| 5346 | .ukernel = (xnn_gavgpool_cw_ukernel_function) xnn_f32_gavgpool_cw_ukernel__wasmsimd_arm_x4, |
| 5347 | .channel_tile = 4, |
| 5348 | }; |
| 5349 | } |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 5350 | xnn_params.f32.ibilinear_chw = (struct ibilinear_chw_parameters) { |
| 5351 | .ukernel = (xnn_ibilinear_chw_ukernel_function) xnn_f32_ibilinear_chw_ukernel__wasmsimd_p8, |
| 5352 | .channel_tile = 1, |
Artsiom Ablavatski | b3ffd58 | 2021-03-31 13:00:08 -0700 | [diff] [blame] | 5353 | .pixel_tile = 8, |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 5354 | }; |
Erich Elsen | 6e80fdc | 2020-06-09 15:35:37 -0700 | [diff] [blame] | 5355 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5356 | #endif // XNN_NO_F32_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5357 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5358 | /*************************** VCVT WAsm SIMD micro-kernels***************************/ |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 5359 | #ifndef XNN_NO_VCVT_OPERATORS |
| 5360 | init_flags |= XNN_INIT_FLAG_VCVT; |
| 5361 | |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 5362 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 5363 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__wasmsimd_int16_x16, |
| 5364 | .init.f16_f32_cvt = xnn_init_f16_f32_cvt_wasmsimd_int16_params, |
| 5365 | .element_tile = 16, |
| 5366 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 5367 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 5368 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__wasmsimd_x24, |
| 5369 | .init.f32_f16_cvt = xnn_init_f32_f16_cvt_wasmsimd_params, |
| 5370 | .element_tile = 24, |
| 5371 | }; |
Marat Dukhan | d52d20b | 2021-12-05 09:50:25 -0800 | [diff] [blame] | 5372 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 5373 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__wasmsimd_magic_x32, |
| 5374 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_wasmsimd_magic_params, |
| 5375 | .element_tile = 32, |
| 5376 | }; |
| 5377 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
| 5378 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__wasmsimd_magic_x32, |
| 5379 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_wasmsimd_magic_params, |
| 5380 | .element_tile = 32, |
| 5381 | }; |
Marat Dukhan | f92206b | 2021-12-10 17:02:07 -0800 | [diff] [blame] | 5382 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 5383 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__wasmsimd_x32, |
| 5384 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_wasmsimd_params, |
| 5385 | .element_tile = 32, |
| 5386 | }; |
| 5387 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 5388 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__wasmsimd_x32, |
| 5389 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_wasmsimd_params, |
| 5390 | .element_tile = 32, |
| 5391 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 5392 | #endif // XNN_NO_VCVT_OPERATORS |
| 5393 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5394 | /**************************** X32 WAsm SIMD micro-kernels****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5395 | #ifndef XNN_NO_X32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 5396 | init_flags |= XNN_INIT_FLAG_X32; |
| 5397 | |
Marat Dukhan | 9d4bfa2 | 2020-07-16 19:07:04 -0700 | [diff] [blame] | 5398 | xnn_params.x32.unpool = (xnn_unpool_ukernel_function) xnn_x32_unpool_ukernel__wasmsimd; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5399 | xnn_params.x32.zip = (struct zip_parameters) { |
Marat Dukhan | e3b7876 | 2020-07-16 20:02:58 -0700 | [diff] [blame] | 5400 | .x2 = (xnn_zipc_ukernel_function) xnn_x32_zip_x2_ukernel__wasmsimd, |
| 5401 | .x3 = (xnn_zipc_ukernel_function) xnn_x32_zip_x3_ukernel__wasmsimd, |
| 5402 | .x4 = (xnn_zipc_ukernel_function) xnn_x32_zip_x4_ukernel__wasmsimd, |
| 5403 | .xm = (xnn_zipv_ukernel_function) xnn_x32_zip_xm_ukernel__wasmsimd, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5404 | }; |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 5405 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | ad71b9a | 2020-11-20 00:01:51 -0800 | [diff] [blame] | 5406 | xnn_params.x32.depthtospace2d_chw2hwc = (struct depthtospace2d_chw2hwc_parameters) { |
| 5407 | .ukernel = (xnn_depthtospace2d_chw2hwc_ukernel_function) xnn_x32_depthtospace2d_chw2hwc_ukernel__scalar, |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 5408 | .channel_tile = 1, |
| 5409 | .pixel_tile = 1, |
| 5410 | }; |
| 5411 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5412 | #endif // XNN_NO_X32_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5413 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5414 | /**************************** XX WAsm SIMD micro-kernels****************************/ |
Marat Dukhan | 048931b | 2020-11-24 20:53:54 -0800 | [diff] [blame] | 5415 | #ifndef XNN_NO_XX_OPERATORS |
| 5416 | init_flags |= XNN_INIT_FLAG_XX; |
| 5417 | |
| 5418 | xnn_params.xx.copy = (xnn_univector_ukernel_function) xnn_xx_copy_ukernel__memcpy; |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 5419 | xnn_params.xx.fill = (struct fill_parameters) { |
| 5420 | .ukernel = (xnn_fill_ukernel_function) xnn_xx_fill_ukernel__wasmsimd_x64, |
| 5421 | .row_tile = 1, |
| 5422 | }; |
Marat Dukhan | 0461f2d | 2021-08-08 12:36:29 -0700 | [diff] [blame] | 5423 | xnn_params.xx.pad = (struct pad_parameters) { |
| 5424 | .ukernel = (xnn_pad_ukernel_function) xnn_xx_pad_ukernel__wasmsimd, |
| 5425 | .row_tile = 1, |
| 5426 | }; |
Marat Dukhan | 048931b | 2020-11-24 20:53:54 -0800 | [diff] [blame] | 5427 | #endif |
| 5428 | |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 5429 | #elif XNN_ARCH_WASM |
| 5430 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5431 | /**************************** QC8 WAsm micro-kernels****************************/ |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 5432 | #ifndef XNN_NO_QC8_OPERATORS |
| 5433 | init_flags |= XNN_INIT_FLAG_QC8; |
| 5434 | |
| 5435 | if (is_wasm_x86) { |
Marat Dukhan | 7c1115f | 2022-01-04 17:18:41 -0800 | [diff] [blame] | 5436 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_2x2__scalar_imagic); |
| 5437 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_2x2__scalar_imagic); |
| 5438 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x2__scalar_imagic); |
| 5439 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x2__scalar_imagic); |
| 5440 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_scalar_imagic_params; |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 5441 | xnn_params.qc8.gemm.mr = 2; |
| 5442 | xnn_params.qc8.gemm.nr = 2; |
| 5443 | } else { |
Marat Dukhan | 7c1115f | 2022-01-04 17:18:41 -0800 | [diff] [blame] | 5444 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_4x4__wasm_fmagic); |
| 5445 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_4x4__wasm_fmagic); |
| 5446 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic); |
| 5447 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x4__wasm_fmagic); |
Marat Dukhan | 2ac722e | 2022-01-04 01:54:20 -0800 | [diff] [blame] | 5448 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_scalar_fmagic_params; |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 5449 | xnn_params.qc8.gemm.mr = 4; |
| 5450 | xnn_params.qc8.gemm.nr = 4; |
| 5451 | } |
| 5452 | |
Marat Dukhan | 7c1115f | 2022-01-04 17:18:41 -0800 | [diff] [blame] | 5453 | if (is_wasm_x86) { |
| 5454 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up2x9__scalar_imagic; |
| 5455 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_scalar_imagic_params; |
| 5456 | xnn_params.qc8.dwconv[0].channel_tile = 2; |
| 5457 | xnn_params.qc8.dwconv[0].primary_tile = 9; |
| 5458 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up1x25__scalar_imagic; |
| 5459 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_scalar_imagic_params; |
| 5460 | xnn_params.qc8.dwconv[1].channel_tile = 1; |
| 5461 | xnn_params.qc8.dwconv[1].primary_tile = 25; |
| 5462 | } else { |
| 5463 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up2x9__wasm_fmagic; |
| 5464 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_scalar_fmagic_params; |
| 5465 | xnn_params.qc8.dwconv[0].channel_tile = 2; |
| 5466 | xnn_params.qc8.dwconv[0].primary_tile = 9; |
| 5467 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up2x25__wasm_fmagic; |
| 5468 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_scalar_fmagic_params; |
| 5469 | xnn_params.qc8.dwconv[1].channel_tile = 2; |
| 5470 | xnn_params.qc8.dwconv[1].primary_tile = 25; |
| 5471 | } |
Marat Dukhan | 898d585 | 2021-06-30 21:18:34 -0700 | [diff] [blame] | 5472 | #endif // XNN_NO_QC8_OPERATORS |
| 5473 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5474 | /**************************** QS8 WAsm micro-kernels****************************/ |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 5475 | #ifndef XNN_NO_QS8_OPERATORS |
| 5476 | init_flags |= XNN_INIT_FLAG_QS8; |
| 5477 | |
| 5478 | if (is_wasm_x86) { |
Marat Dukhan | 7c1115f | 2022-01-04 17:18:41 -0800 | [diff] [blame] | 5479 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_2x2__scalar_imagic); |
| 5480 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_2x2__scalar_imagic); |
| 5481 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x2__scalar_imagic); |
| 5482 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x2__scalar_imagic); |
| 5483 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_imagic_params; |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 5484 | xnn_params.qs8.gemm.mr = 2; |
| 5485 | xnn_params.qs8.gemm.nr = 2; |
| 5486 | } else { |
Marat Dukhan | 7c1115f | 2022-01-04 17:18:41 -0800 | [diff] [blame] | 5487 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_4x4__wasm_fmagic); |
| 5488 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_4x4__wasm_fmagic); |
| 5489 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic); |
| 5490 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x4__wasm_fmagic); |
Marat Dukhan | 2ac722e | 2022-01-04 01:54:20 -0800 | [diff] [blame] | 5491 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_fmagic_params; |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 5492 | xnn_params.qs8.gemm.mr = 4; |
| 5493 | xnn_params.qs8.gemm.nr = 4; |
| 5494 | } |
| 5495 | |
Marat Dukhan | 7c1115f | 2022-01-04 17:18:41 -0800 | [diff] [blame] | 5496 | if (is_wasm_x86) { |
| 5497 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up2x9__scalar_imagic; |
| 5498 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_imagic_params; |
| 5499 | xnn_params.qs8.dwconv[0].channel_tile = 2; |
| 5500 | xnn_params.qs8.dwconv[0].primary_tile = 9; |
| 5501 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up1x25__scalar_imagic; |
| 5502 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_imagic_params; |
| 5503 | xnn_params.qs8.dwconv[1].channel_tile = 1; |
| 5504 | xnn_params.qs8.dwconv[1].primary_tile = 25; |
| 5505 | } else { |
| 5506 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up2x9__wasm_fmagic; |
| 5507 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_fmagic_params; |
| 5508 | xnn_params.qs8.dwconv[0].channel_tile = 2; |
| 5509 | xnn_params.qs8.dwconv[0].primary_tile = 9; |
| 5510 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up2x25__wasm_fmagic; |
| 5511 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_fmagic_params; |
| 5512 | xnn_params.qs8.dwconv[1].channel_tile = 2; |
| 5513 | xnn_params.qs8.dwconv[1].primary_tile = 25; |
| 5514 | } |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 5515 | |
| 5516 | xnn_params.qs8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 847ff5e | 2022-01-11 20:31:06 -0800 | [diff] [blame] | 5517 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7x__scalar_imagic_c4, |
| 5518 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7p7x__scalar_imagic_c4, |
Marat Dukhan | 53f4106 | 2022-01-11 19:44:57 -0800 | [diff] [blame] | 5519 | .init.qs8 = xnn_init_qs8_avgpool_minmax_fp32_scalar_imagic_params, |
| 5520 | .update.qs8 = xnn_update_qs8_avgpool_minmax_fp32_scalar_imagic_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 5521 | .row_tile = 7, |
| 5522 | .channel_tile = 4, |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 5523 | }; |
| 5524 | |
| 5525 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
| 5526 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__scalar_x4, |
| 5527 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__scalar_x4, |
| 5528 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__scalar_x4, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 5529 | .init.qs8_addsub = xnn_init_qs8_add_minmax_scalar_params, |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 5530 | .element_tile = 4, |
| 5531 | }; |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 5532 | xnn_params.qs8.vmul = (struct vbinary_parameters) { |
| 5533 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmul_minmax_fp32_ukernel__scalar_x4, |
| 5534 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 5535 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 5536 | .init.qs8_mul = xnn_init_qs8_mul_minmax_fp32_scalar_params, |
| 5537 | .element_tile = 4, |
| 5538 | }; |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 5539 | #endif // XNN_NO_QS8_OPERATORS |
| 5540 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5541 | /**************************** QU8 WAsm micro-kernels****************************/ |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 5542 | #ifndef XNN_NO_QU8_OPERATORS |
| 5543 | init_flags |= XNN_INIT_FLAG_QU8; |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 5544 | |
Marat Dukhan | 3d76e55 | 2021-07-15 18:54:01 -0700 | [diff] [blame] | 5545 | if (is_wasm_x86) { |
Marat Dukhan | 7c1115f | 2022-01-04 17:18:41 -0800 | [diff] [blame] | 5546 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_2x2__scalar_imagic); |
| 5547 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_2x2__scalar_imagic); |
| 5548 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x2__scalar_imagic); |
| 5549 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x2__scalar_imagic); |
| 5550 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_imagic_params; |
Marat Dukhan | 3d76e55 | 2021-07-15 18:54:01 -0700 | [diff] [blame] | 5551 | xnn_params.qu8.gemm.mr = 2; |
| 5552 | xnn_params.qu8.gemm.nr = 2; |
| 5553 | } else { |
Marat Dukhan | 7c1115f | 2022-01-04 17:18:41 -0800 | [diff] [blame] | 5554 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_4x4__wasm_fmagic); |
| 5555 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_4x4__wasm_fmagic); |
| 5556 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x4__wasm_fmagic); |
| 5557 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x4__wasm_fmagic); |
Marat Dukhan | 2ac722e | 2022-01-04 01:54:20 -0800 | [diff] [blame] | 5558 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_fmagic_params; |
Marat Dukhan | 3d76e55 | 2021-07-15 18:54:01 -0700 | [diff] [blame] | 5559 | xnn_params.qu8.gemm.mr = 4; |
| 5560 | xnn_params.qu8.gemm.nr = 4; |
| 5561 | } |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5562 | |
Marat Dukhan | 7c1115f | 2022-01-04 17:18:41 -0800 | [diff] [blame] | 5563 | if (is_wasm_x86) { |
| 5564 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up2x9__scalar_imagic; |
| 5565 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_imagic_params; |
| 5566 | xnn_params.qu8.dwconv[0].channel_tile = 2; |
| 5567 | xnn_params.qu8.dwconv[0].primary_tile = 9; |
| 5568 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up1x25__scalar_imagic; |
| 5569 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_imagic_params; |
| 5570 | xnn_params.qu8.dwconv[1].channel_tile = 1; |
| 5571 | xnn_params.qu8.dwconv[1].primary_tile = 25; |
| 5572 | } else { |
| 5573 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up2x9__wasm_fmagic; |
| 5574 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_fmagic_params; |
| 5575 | xnn_params.qu8.dwconv[0].channel_tile = 2; |
| 5576 | xnn_params.qu8.dwconv[0].primary_tile = 9; |
| 5577 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up2x25__wasm_fmagic; |
| 5578 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_fmagic_params; |
| 5579 | xnn_params.qu8.dwconv[1].channel_tile = 2; |
| 5580 | xnn_params.qu8.dwconv[1].primary_tile = 25; |
| 5581 | } |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5582 | |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 5583 | xnn_params.qu8.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 5584 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, |
| 5585 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, |
| 5586 | .init.qu8 = xnn_init_qu8_avgpool_minmax_scalar_params, |
| 5587 | .primary_tile = 9, |
| 5588 | .incremental_tile = 8, |
| 5589 | .channel_tile = 1, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5590 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 5591 | xnn_params.qu8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | d1f53e4 | 2022-01-12 22:34:51 -0800 | [diff] [blame] | 5592 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7x__scalar_imagic_c4, |
| 5593 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7p7x__scalar_imagic_c4, |
| 5594 | .init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_scalar_imagic_params, |
| 5595 | .update.qu8 = xnn_update_qu8_avgpool_minmax_fp32_scalar_imagic_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 5596 | .row_tile = 7, |
Marat Dukhan | d1f53e4 | 2022-01-12 22:34:51 -0800 | [diff] [blame] | 5597 | .channel_tile = 4, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5598 | }; |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 5599 | |
| 5600 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
| 5601 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__scalar_x4, |
| 5602 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__scalar_x4, |
| 5603 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__scalar_x4, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 5604 | .init.qu8_addsub = xnn_init_qu8_add_minmax_scalar_params, |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 5605 | .element_tile = 4, |
| 5606 | }; |
Marat Dukhan | 0853b8a | 2021-08-03 01:01:53 -0700 | [diff] [blame] | 5607 | xnn_params.qu8.vmul = (struct vbinary_parameters) { |
| 5608 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmul_minmax_fp32_ukernel__scalar_x4, |
| 5609 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 5610 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 5611 | .init.qu8_mul = xnn_init_qu8_mul_minmax_fp32_scalar_params, |
| 5612 | .element_tile = 4, |
| 5613 | }; |
Marat Dukhan | 08b7a97 | 2020-07-14 18:17:29 -0700 | [diff] [blame] | 5614 | #endif // XNN_NO_QU8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5615 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5616 | /**************************** S8 WAsm micro-kernels****************************/ |
Marat Dukhan | dc5c148 | 2021-08-16 09:03:15 -0700 | [diff] [blame] | 5617 | #ifndef XNN_NO_S8_OPERATORS |
| 5618 | init_flags |= XNN_INIT_FLAG_S8; |
| 5619 | |
Marat Dukhan | 61c0c9e | 2021-08-16 23:16:14 -0700 | [diff] [blame] | 5620 | xnn_params.s8.clamp = (struct vunary_parameters) { |
| 5621 | .ukernel = (xnn_univector_ukernel_function) xnn_s8_vclamp_ukernel__scalar_x4, |
| 5622 | .init.s8_minmax = xnn_init_s8_minmax_scalar_params, |
| 5623 | .element_tile = 4, |
| 5624 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 5625 | xnn_params.s8.ibilinear = (struct ibilinear_parameters) { |
| 5626 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_s8_ibilinear_ukernel__scalar_c1, |
| 5627 | .pixel_tile = 1, |
| 5628 | .channel_tile = 1, |
| 5629 | }; |
Marat Dukhan | dc5c148 | 2021-08-16 09:03:15 -0700 | [diff] [blame] | 5630 | xnn_params.s8.maxpool = (struct maxpool_parameters) { |
| 5631 | .ukernel = (xnn_maxpool_ukernel_function) xnn_s8_maxpool_minmax_ukernel_9p8x__scalar_c1, |
| 5632 | .init.s8 = xnn_init_s8_minmax_scalar_params, |
| 5633 | .mr = 9, |
| 5634 | .qr = 8, |
| 5635 | }; |
| 5636 | #endif // XNN_NO_S8_OPERATORS |
| 5637 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5638 | /**************************** U8 WAsm micro-kernels****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5639 | #ifndef XNN_NO_U8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 5640 | init_flags |= XNN_INIT_FLAG_U8; |
| 5641 | |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 5642 | xnn_params.u8.clamp = (struct vunary_parameters) { |
| 5643 | .ukernel = (xnn_univector_ukernel_function) xnn_u8_vclamp_ukernel__scalar_x4, |
| 5644 | .init.u8_minmax = xnn_init_u8_minmax_scalar_params, |
| 5645 | .element_tile = 4, |
| 5646 | }; |
Marat Dukhan | 24abe6b | 2021-11-24 15:28:57 -0800 | [diff] [blame] | 5647 | xnn_params.u8.ibilinear = (struct ibilinear_parameters) { |
| 5648 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_u8_ibilinear_ukernel__scalar_c1, |
| 5649 | .pixel_tile = 1, |
| 5650 | .channel_tile = 1, |
| 5651 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5652 | xnn_params.u8.maxpool = (struct maxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 5653 | .ukernel = (xnn_maxpool_ukernel_function) xnn_u8_maxpool_minmax_ukernel_9p8x__scalar_c1, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 5654 | .init.u8 = xnn_init_u8_minmax_scalar_params, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5655 | .mr = 9, |
| 5656 | .qr = 8, |
| 5657 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5658 | xnn_params.u8.lut32norm = xnn_u8_lut32norm_ukernel__scalar; |
| 5659 | xnn_params.u8.rmax = xnn_u8_rmax_ukernel__scalar; |
| 5660 | #endif // XNN_NO_U8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5661 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5662 | /**************************** X8 WAsm micro-kernels****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5663 | #ifndef XNN_NO_X8_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 5664 | init_flags |= XNN_INIT_FLAG_X8; |
| 5665 | |
Marat Dukhan | d67539d | 2021-09-08 23:06:03 -0700 | [diff] [blame] | 5666 | xnn_params.x8.lut = xnn_x8_lut_ukernel__scalar_x4; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5667 | xnn_params.x8.zip = (struct zip_parameters) { |
| 5668 | .x2 = (xnn_zipc_ukernel_function) xnn_x8_zip_x2_ukernel__scalar, |
| 5669 | .x3 = (xnn_zipc_ukernel_function) xnn_x8_zip_x3_ukernel__scalar, |
| 5670 | .x4 = (xnn_zipc_ukernel_function) xnn_x8_zip_x4_ukernel__scalar, |
| 5671 | .xm = (xnn_zipv_ukernel_function) xnn_x8_zip_xm_ukernel__scalar, |
| 5672 | }; |
| 5673 | #endif // XNN_NO_X8_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5674 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5675 | /**************************** F32 WAsm micro-kernels****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5676 | #ifndef XNN_NO_F32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 5677 | init_flags |= XNN_INIT_FLAG_F32; |
| 5678 | |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5679 | if (is_wasm_x86) { |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5680 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_2x4__scalar); |
| 5681 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_2x4__scalar); |
| 5682 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x4__wasm); |
| 5683 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x4__wasm); |
Marat Dukhan | 467f636 | 2020-05-22 23:21:55 -0700 | [diff] [blame] | 5684 | xnn_params.f32.gemm.relu.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_2x4__scalar); |
| 5685 | xnn_params.f32.gemm.relu.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_2x4__scalar); |
| 5686 | xnn_params.f32.gemm.relu.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_1x4__wasm); |
| 5687 | xnn_params.f32.gemm.relu.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_1x4__wasm); |
Marat Dukhan | 869c62d | 2020-04-09 17:17:55 -0700 | [diff] [blame] | 5688 | xnn_params.f32.gemm.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_2x4__scalar); |
| 5689 | xnn_params.f32.gemm.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_2x4__scalar); |
| 5690 | xnn_params.f32.gemm.linear.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_1x4__wasm); |
| 5691 | xnn_params.f32.gemm.linear.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_1x4__wasm); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 5692 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5693 | xnn_params.f32.gemm.mr = 2; |
| 5694 | xnn_params.f32.gemm.nr = 4; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5695 | } else { |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5696 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x4__wasm); |
| 5697 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x4__wasm); |
| 5698 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x4__wasm); |
| 5699 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x4__wasm); |
Marat Dukhan | 467f636 | 2020-05-22 23:21:55 -0700 | [diff] [blame] | 5700 | xnn_params.f32.gemm.relu.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_4x4__wasm); |
| 5701 | xnn_params.f32.gemm.relu.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_4x4__wasm); |
| 5702 | xnn_params.f32.gemm.relu.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_1x4__wasm); |
| 5703 | xnn_params.f32.gemm.relu.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_1x4__wasm); |
Marat Dukhan | 869c62d | 2020-04-09 17:17:55 -0700 | [diff] [blame] | 5704 | xnn_params.f32.gemm.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_4x4__wasm); |
| 5705 | xnn_params.f32.gemm.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_4x4__wasm); |
| 5706 | xnn_params.f32.gemm.linear.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_1x4__wasm); |
| 5707 | xnn_params.f32.gemm.linear.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_1x4__wasm); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 5708 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5709 | xnn_params.f32.gemm.mr = 4; |
| 5710 | xnn_params.f32.gemm.nr = 4; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5711 | } |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5712 | xnn_params.f32.gemm2.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x2__wasm); |
| 5713 | xnn_params.f32.gemm2.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x2__wasm), |
Marat Dukhan | 869c62d | 2020-04-09 17:17:55 -0700 | [diff] [blame] | 5714 | xnn_params.f32.gemm2.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_4x2__wasm); |
| 5715 | xnn_params.f32.gemm2.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_4x2__wasm), |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 5716 | xnn_params.f32.gemm2.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5717 | xnn_params.f32.gemm2.mr = 4; |
| 5718 | xnn_params.f32.gemm2.nr = 2; |
| 5719 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 5720 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x3__wasm_acc2; |
| 5721 | xnn_params.f32.dwconv[0].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x3__wasm_acc2; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 5722 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5723 | xnn_params.f32.dwconv[0].channel_tile = 1; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 5724 | xnn_params.f32.dwconv[0].primary_tile = 3; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5725 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 5726 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x4__wasm_acc2; |
| 5727 | xnn_params.f32.dwconv[1].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x4__wasm_acc2; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 5728 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5729 | xnn_params.f32.dwconv[1].channel_tile = 1; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 5730 | xnn_params.f32.dwconv[1].primary_tile = 4; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5731 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 5732 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x9__wasm_acc2; |
| 5733 | xnn_params.f32.dwconv[2].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x9__wasm_acc2; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 5734 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5735 | xnn_params.f32.dwconv[2].channel_tile = 1; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 5736 | xnn_params.f32.dwconv[2].primary_tile = 9; |
| 5737 | |
| 5738 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x25__wasm_acc2; |
| 5739 | xnn_params.f32.dwconv[3].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x25__wasm_acc2; |
| 5740 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 5741 | xnn_params.f32.dwconv[3].channel_tile = 1; |
| 5742 | xnn_params.f32.dwconv[3].primary_tile = 25; |
Marat Dukhan | aefaef3 | 2020-04-09 07:09:34 -0700 | [diff] [blame] | 5743 | |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5744 | xnn_params.f32.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 5745 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9x__wasm_c1, |
| 5746 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9p8x__wasm_c1, |
| 5747 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 5748 | .primary_tile = 9, |
| 5749 | .incremental_tile = 8, |
| 5750 | .channel_tile = 1, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5751 | }; |
| 5752 | xnn_params.f32.pavgpool = (struct pavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 5753 | .unipass = (xnn_pavgpool_unipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9x__wasm_c1, |
| 5754 | .multipass = (xnn_pavgpool_multipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9p8x__wasm_c1, |
| 5755 | .primary_tile = 9, |
| 5756 | .incremental_tile = 8, |
| 5757 | .channel_tile = 1, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5758 | }; |
| 5759 | xnn_params.f32.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 5760 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7x__wasm_c1, |
| 5761 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7p7x__wasm_c1, |
| 5762 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 5763 | .update.f32 = xnn_update_f32_scaleminmax_scalar_params, |
| 5764 | .row_tile = 7, |
| 5765 | .channel_tile = 1, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5766 | }; |
| 5767 | xnn_params.f32.maxpool = (struct maxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 5768 | .ukernel = (xnn_maxpool_ukernel_function) xnn_f32_maxpool_minmax_ukernel_9p8x__wasm_c1, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 5769 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5770 | .mr = 9, |
| 5771 | .qr = 8, |
| 5772 | }; |
| 5773 | xnn_params.f32.argmaxpool[0] = (struct argmaxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 5774 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_4x__scalar_c1, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5775 | .mr = 4, |
| 5776 | }; |
| 5777 | xnn_params.f32.argmaxpool[1] = (struct argmaxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 5778 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9x__scalar_c1, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5779 | .mr = 9, |
| 5780 | }; |
| 5781 | xnn_params.f32.argmaxpool[2] = (struct argmaxpool_parameters) { |
Marat Dukhan | 9993660 | 2020-04-11 16:47:01 -0700 | [diff] [blame] | 5782 | .mp = (xnn_argmaxpool_multipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9p8x__scalar_c1, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5783 | .mr = 9, |
| 5784 | .qr = 8, |
| 5785 | }; |
Marat Dukhan | 660fd19 | 2020-03-10 04:55:30 -0700 | [diff] [blame] | 5786 | xnn_params.f32.ibilinear = (struct ibilinear_parameters) { |
| 5787 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_f32_ibilinear_ukernel__scalar_c2, |
Marat Dukhan | 6972249 | 2019-11-11 19:55:50 -0800 | [diff] [blame] | 5788 | .pixel_tile = 1, |
| 5789 | .channel_tile = 2, |
| 5790 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 5791 | xnn_params.f32.abs = (struct vunary_parameters) { |
| 5792 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vabs_ukernel__scalar_x4, |
| 5793 | .element_tile = 4, |
| 5794 | }; |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 5795 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 5796 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__wasm_x4, |
| 5797 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
| 5798 | .element_tile = 4, |
| 5799 | }; |
Marat Dukhan | c303fe6 | 2020-06-26 10:09:25 -0700 | [diff] [blame] | 5800 | if (is_wasm_x86) { |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 5801 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 5802 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__scalar_x4, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 5803 | .init.f32_hswish = xnn_init_f32_hswish_scalar_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 5804 | .element_tile = 4, |
| 5805 | }; |
Marat Dukhan | c303fe6 | 2020-06-26 10:09:25 -0700 | [diff] [blame] | 5806 | } else { |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 5807 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 5808 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__wasm_x4, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 5809 | .init.f32_hswish = xnn_init_f32_hswish_scalar_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 5810 | .element_tile = 4, |
| 5811 | }; |
Marat Dukhan | c303fe6 | 2020-06-26 10:09:25 -0700 | [diff] [blame] | 5812 | } |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 5813 | if (is_wasm_x86) { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 5814 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 5815 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__scalar_rr2_lut16_p3_x2, |
| 5816 | .init.f32_elu = xnn_init_f32_elu_scalar_rr2_lut16_p3_params, |
| 5817 | .element_tile = 2, |
| 5818 | }; |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 5819 | } else { |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 5820 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 5821 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__wasm_rr2_p6_x6, |
| 5822 | .init.f32_elu = xnn_init_f32_elu_scalar_rr2_p6_params, |
| 5823 | .element_tile = 6, |
| 5824 | }; |
Marat Dukhan | b6bd4bc | 2020-12-01 17:01:40 -0800 | [diff] [blame] | 5825 | } |
Marat Dukhan | 2894e99 | 2021-12-30 08:29:48 -0800 | [diff] [blame] | 5826 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 5827 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__scalar_x4, |
| 5828 | .init.f32_lrelu = xnn_init_f32_lrelu_scalar_params, |
| 5829 | .element_tile = 4, |
| 5830 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 5831 | xnn_params.f32.neg = (struct vunary_parameters) { |
| 5832 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vneg_ukernel__scalar_x4, |
| 5833 | .element_tile = 4, |
| 5834 | }; |
Frank Barchard | 62c5e23 | 2020-07-21 17:42:19 -0700 | [diff] [blame] | 5835 | if (is_wasm_x86) { |
Marat Dukhan | 6674d69 | 2021-05-05 22:27:00 -0700 | [diff] [blame] | 5836 | xnn_params.f32.relu = (xnn_univector_ukernel_function) xnn_f32_vrelu_ukernel__scalar_x8; |
Frank Barchard | 62c5e23 | 2020-07-21 17:42:19 -0700 | [diff] [blame] | 5837 | } else { |
Marat Dukhan | 6674d69 | 2021-05-05 22:27:00 -0700 | [diff] [blame] | 5838 | xnn_params.f32.relu = (xnn_univector_ukernel_function) xnn_f32_vrelu_ukernel__wasm_x8; |
Frank Barchard | 62c5e23 | 2020-07-21 17:42:19 -0700 | [diff] [blame] | 5839 | } |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 5840 | xnn_params.f32.rndne = (struct vunary_parameters) { |
| 5841 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__scalar_libm_x4, |
| 5842 | .element_tile = 4, |
| 5843 | }; |
| 5844 | xnn_params.f32.rndz = (struct vunary_parameters) { |
| 5845 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__scalar_libm_x4, |
| 5846 | .element_tile = 4, |
| 5847 | }; |
| 5848 | xnn_params.f32.rndu = (struct vunary_parameters) { |
| 5849 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__scalar_libm_x4, |
| 5850 | .element_tile = 4, |
| 5851 | }; |
| 5852 | xnn_params.f32.rndd = (struct vunary_parameters) { |
| 5853 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__scalar_libm_x4, |
| 5854 | .element_tile = 4, |
| 5855 | }; |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 5856 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 5857 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__scalar_rr2_lut64_p2_div_x2, |
| 5858 | .init.f32_sigmoid = xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params, |
| 5859 | .element_tile = 2, |
| 5860 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 5861 | xnn_params.f32.sqr = (struct vunary_parameters) { |
| 5862 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqr_ukernel__scalar_x4, |
| 5863 | .element_tile = 4, |
| 5864 | }; |
Marat Dukhan | e72b282 | 2021-12-30 14:46:58 -0800 | [diff] [blame] | 5865 | xnn_params.f32.sqrt = (struct vunary_parameters) { |
| 5866 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqrt_ukernel__scalar_sqrt_x1, |
| 5867 | .element_tile = 1, |
| 5868 | }; |
Marat Dukhan | 7c1f808 | 2020-06-25 13:26:20 -0700 | [diff] [blame] | 5869 | if (is_wasm_x86) { |
| 5870 | xnn_params.f32.prelu = (struct prelu_parameters) { |
| 5871 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__scalar_2x4, |
| 5872 | .row_tile = 2, |
| 5873 | .channel_tile = 4, |
| 5874 | }; |
| 5875 | } else { |
| 5876 | xnn_params.f32.prelu = (struct prelu_parameters) { |
| 5877 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__wasm_2x4, |
| 5878 | .row_tile = 2, |
| 5879 | .channel_tile = 4, |
| 5880 | }; |
| 5881 | } |
Marat Dukhan | 4a5c771 | 2022-01-05 22:43:13 -0800 | [diff] [blame] | 5882 | xnn_params.f32.raddstoreexpminusmax = (struct raddstoreexpminusmax_parameters) { |
| 5883 | .ukernel = xnn_f32_raddstoreexpminusmax_ukernel__scalar_rr2_p5_x4_acc2, |
| 5884 | .init = xnn_init_f32_expminus_scalar_rr2_p5_params, |
| 5885 | .element_tile = 4, |
| 5886 | }; |
Marat Dukhan | 1edc454 | 2020-01-27 12:40:13 -0800 | [diff] [blame] | 5887 | xnn_params.f32.rmax = xnn_f32_rmax_ukernel__scalar; |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 5888 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5889 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__wasm_x8, |
| 5890 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__wasm_x8, |
| 5891 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__wasm_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5892 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | b1a0fc3 | 2019-12-02 19:32:02 -0800 | [diff] [blame] | 5893 | .element_tile = 8, |
| 5894 | }; |
Marat Dukhan | 6918050 | 2019-12-06 15:00:31 -0800 | [diff] [blame] | 5895 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Frank Barchard | b392f8e | 2020-10-27 10:46:44 -0700 | [diff] [blame] | 5896 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__wasm_x8, |
| 5897 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__wasm_x8, |
| 5898 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__wasm_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5899 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Frank Barchard | b392f8e | 2020-10-27 10:46:44 -0700 | [diff] [blame] | 5900 | .element_tile = 8, |
Marat Dukhan | 6918050 | 2019-12-06 15:00:31 -0800 | [diff] [blame] | 5901 | }; |
Marat Dukhan | 79e7f84 | 2019-12-05 14:35:50 -0800 | [diff] [blame] | 5902 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5903 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__wasm_x8, |
| 5904 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__wasm_x8, |
| 5905 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__wasm_x8, |
Marat Dukhan | 79e7f84 | 2019-12-05 14:35:50 -0800 | [diff] [blame] | 5906 | .element_tile = 8, |
| 5907 | }; |
| 5908 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5909 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__wasm_x8, |
| 5910 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__wasm_x8, |
| 5911 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__wasm_x8, |
Marat Dukhan | 79e7f84 | 2019-12-05 14:35:50 -0800 | [diff] [blame] | 5912 | .element_tile = 8, |
| 5913 | }; |
Marat Dukhan | 1e782c4 | 2019-11-21 17:02:40 -0800 | [diff] [blame] | 5914 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5915 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__wasm_x8, |
| 5916 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__wasm_x8, |
| 5917 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__wasm_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5918 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | ca2733c | 2019-11-15 23:21:17 -0800 | [diff] [blame] | 5919 | .element_tile = 8, |
| 5920 | }; |
Marat Dukhan | 05f3f6d | 2019-12-03 15:13:53 -0800 | [diff] [blame] | 5921 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5922 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__wasm_x8, |
| 5923 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__wasm_x8, |
| 5924 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__wasm_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 5925 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 05f3f6d | 2019-12-03 15:13:53 -0800 | [diff] [blame] | 5926 | .element_tile = 8, |
| 5927 | }; |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 5928 | xnn_params.f32.vsqrdiff = (struct vbinary_parameters) { |
Frank Barchard | 9c7308f | 2020-08-31 17:03:01 -0700 | [diff] [blame] | 5929 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiff_ukernel__scalar_x8, |
| 5930 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__scalar_x8, |
| 5931 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__scalar_x8, |
Marat Dukhan | f739926 | 2020-06-05 10:58:44 -0700 | [diff] [blame] | 5932 | .element_tile = 8, |
| 5933 | }; |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5934 | xnn_params.f32.vmulcaddc = (struct vmulcaddc_parameters) { |
Marat Dukhan | 9531e9f | 2020-07-24 15:25:02 -0700 | [diff] [blame] | 5935 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f32_vmulcaddc_minmax_ukernel_c1__wasm_2x, |
Marat Dukhan | c58453f | 2021-05-24 14:47:38 -0700 | [diff] [blame] | 5936 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | 49e6ee9 | 2019-11-06 15:55:29 -0800 | [diff] [blame] | 5937 | .channel_tile = 1, |
| 5938 | .row_tile = 2, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5939 | }; |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 5940 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | cfbed0a | 2020-12-08 10:01:51 -0800 | [diff] [blame] | 5941 | init_flags |= XNN_INIT_FLAG_CHW_OPT; |
| 5942 | |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5943 | xnn_params.f32.spmm = (struct spmm_parameters) { |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5944 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_8x1__scalar, |
Marat Dukhan | bff791e | 2019-10-24 11:05:37 -0700 | [diff] [blame] | 5945 | .mr = 8, |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5946 | .nr = 1, |
| 5947 | }; |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 5948 | xnn_params.f32.spmm2 = (struct spmm_parameters) { |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5949 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_8x2__scalar, |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 5950 | .mr = 8, |
| 5951 | .nr = 2, |
| 5952 | }; |
| 5953 | xnn_params.f32.spmm4 = (struct spmm_parameters) { |
Marat Dukhan | 355ab43 | 2020-04-09 19:01:52 -0700 | [diff] [blame] | 5954 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_8x4__scalar, |
Erich Elsen | c6afd9b | 2019-10-24 16:10:53 -0700 | [diff] [blame] | 5955 | .mr = 8, |
| 5956 | .nr = 4, |
| 5957 | }; |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 5958 | xnn_params.f32.conv_hwc2chw_3x3c3s2 = (struct conv_hwc2chw_parameters) { |
Marat Dukhan | 14fe0b2 | 2019-10-23 21:20:07 -0700 | [diff] [blame] | 5959 | .ukernel_with_symm_padding = |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 5960 | (xnn_conv_hwc2chw_ukernel_function) xnn_f32_conv_hwc2chw_ukernel_3x3s2p1c3x4__scalar_1x1, |
Marat Dukhan | 14fe0b2 | 2019-10-23 21:20:07 -0700 | [diff] [blame] | 5961 | .output_channel_tile = 4, |
| 5962 | .output_height_tile = 1, |
| 5963 | .output_width_tile = 1, |
| 5964 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 5965 | xnn_params.f32.dwconv2d_chw_3x3 = (struct dwconv2d_chw_parameters) { |
Marat Dukhan | 91249d2 | 2020-10-24 12:02:51 -0700 | [diff] [blame] | 5966 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3p1__scalar_2x1_acc2, |
Marat Dukhan | 14fe0b2 | 2019-10-23 21:20:07 -0700 | [diff] [blame] | 5967 | .output_width_tile = 1, |
Marat Dukhan | 91249d2 | 2020-10-24 12:02:51 -0700 | [diff] [blame] | 5968 | .output_height_tile = 2, |
Marat Dukhan | 14fe0b2 | 2019-10-23 21:20:07 -0700 | [diff] [blame] | 5969 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 5970 | xnn_params.f32.dwconv2d_chw_3x3s2 = (struct dwconv2d_chw_parameters) { |
Marat Dukhan | cf5b3c3 | 2020-10-25 19:21:10 -0700 | [diff] [blame] | 5971 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__scalar_1x1_acc2, |
Marat Dukhan | 14fe0b2 | 2019-10-23 21:20:07 -0700 | [diff] [blame] | 5972 | .output_width_tile = 1, |
| 5973 | .output_height_tile = 1, |
| 5974 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 5975 | xnn_params.f32.dwconv2d_chw_5x5 = (struct dwconv2d_chw_parameters) { |
| 5976 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5p2__scalar_1x1_acc5, |
Marat Dukhan | a99918a | 2019-11-15 14:40:12 -0800 | [diff] [blame] | 5977 | .output_width_tile = 1, |
| 5978 | .output_height_tile = 1, |
| 5979 | }; |
Marat Dukhan | bf715f9 | 2020-10-23 20:17:00 -0700 | [diff] [blame] | 5980 | xnn_params.f32.dwconv2d_chw_5x5s2 = (struct dwconv2d_chw_parameters) { |
| 5981 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__scalar_1x1_acc5, |
Marat Dukhan | a99918a | 2019-11-15 14:40:12 -0800 | [diff] [blame] | 5982 | .output_width_tile = 1, |
| 5983 | .output_height_tile = 1, |
| 5984 | }; |
Marat Dukhan | 1f29b80 | 2020-05-15 23:46:39 -0700 | [diff] [blame] | 5985 | xnn_params.f32.gavgpool_cw = (struct gavgpool_cw_parameters) { |
| 5986 | .ukernel = (xnn_gavgpool_cw_ukernel_function) xnn_f32_gavgpool_cw_ukernel__scalar_x1, |
Marat Dukhan | 14fe0b2 | 2019-10-23 21:20:07 -0700 | [diff] [blame] | 5987 | .channel_tile = 1, |
| 5988 | }; |
Artsiom Ablavatski | 9791810 | 2020-10-27 15:52:59 -0700 | [diff] [blame] | 5989 | xnn_params.f32.ibilinear_chw = (struct ibilinear_chw_parameters) { |
| 5990 | .ukernel = (xnn_ibilinear_chw_ukernel_function) xnn_f32_ibilinear_chw_ukernel__scalar_p4, |
| 5991 | .channel_tile = 1, |
| 5992 | .pixel_tile = 4, |
| 5993 | }; |
Marat Dukhan | efc47b8 | 2019-11-18 09:25:38 -0800 | [diff] [blame] | 5994 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 5995 | #endif // XNN_NO_F32_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 5996 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 5997 | /*************************** VCVT WAsm micro-kernels***************************/ |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 5998 | #ifndef XNN_NO_VCVT_OPERATORS |
| 5999 | init_flags |= XNN_INIT_FLAG_VCVT; |
| 6000 | |
Marat Dukhan | 134f984 | 2021-12-29 19:57:31 -0800 | [diff] [blame] | 6001 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 6002 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__scalar_x1, |
| 6003 | .init.f16_f32_cvt = xnn_init_f16_f32_cvt_scalar_params, |
| 6004 | .element_tile = 1, |
| 6005 | }; |
Marat Dukhan | b7c1b71 | 2021-12-30 07:23:57 -0800 | [diff] [blame] | 6006 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 6007 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__scalar_bitcast_x4, |
| 6008 | .init.f32_f16_cvt = xnn_init_f32_f16_cvt_scalar_bitcast_params, |
| 6009 | .element_tile = 4, |
| 6010 | }; |
Marat Dukhan | 430b173 | 2021-12-04 02:53:12 -0800 | [diff] [blame] | 6011 | if (is_wasm_x86) { |
| 6012 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
Marat Dukhan | bdf1099 | 2022-01-04 09:20:14 -0800 | [diff] [blame] | 6013 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__scalar_imagic_x1, |
| 6014 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_scalar_imagic_params, |
Marat Dukhan | 430b173 | 2021-12-04 02:53:12 -0800 | [diff] [blame] | 6015 | .element_tile = 1, |
| 6016 | }; |
| 6017 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
Marat Dukhan | bdf1099 | 2022-01-04 09:20:14 -0800 | [diff] [blame] | 6018 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__scalar_imagic_x1, |
| 6019 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_scalar_imagic_params, |
Marat Dukhan | 430b173 | 2021-12-04 02:53:12 -0800 | [diff] [blame] | 6020 | .element_tile = 1, |
| 6021 | }; |
| 6022 | } else { |
| 6023 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
Marat Dukhan | bdf1099 | 2022-01-04 09:20:14 -0800 | [diff] [blame] | 6024 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__wasm_fmagic_x4, |
| 6025 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_scalar_fmagic_params, |
Marat Dukhan | 430b173 | 2021-12-04 02:53:12 -0800 | [diff] [blame] | 6026 | .element_tile = 4, |
| 6027 | }; |
| 6028 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
Marat Dukhan | bdf1099 | 2022-01-04 09:20:14 -0800 | [diff] [blame] | 6029 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__wasm_fmagic_x4, |
| 6030 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_scalar_fmagic_params, |
Marat Dukhan | 430b173 | 2021-12-04 02:53:12 -0800 | [diff] [blame] | 6031 | .element_tile = 4, |
| 6032 | }; |
| 6033 | } |
Marat Dukhan | f92206b | 2021-12-10 17:02:07 -0800 | [diff] [blame] | 6034 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 6035 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__scalar_x1, |
| 6036 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_scalar_params, |
| 6037 | .element_tile = 1, |
| 6038 | }; |
| 6039 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 6040 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__scalar_x1, |
| 6041 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_scalar_params, |
| 6042 | .element_tile = 1, |
| 6043 | }; |
Marat Dukhan | af2ba00 | 2021-10-24 14:21:41 -0700 | [diff] [blame] | 6044 | #endif // XNN_NO_VCVT_OPERATORS |
| 6045 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 6046 | /**************************** X32 WAsm micro-kernels****************************/ |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 6047 | #ifndef XNN_NO_X32_OPERATORS |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 6048 | init_flags |= XNN_INIT_FLAG_X32; |
| 6049 | |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 6050 | xnn_params.x32.unpool = (xnn_unpool_ukernel_function) xnn_x32_unpool_ukernel__scalar; |
| 6051 | xnn_params.x32.zip = (struct zip_parameters) { |
| 6052 | .x2 = (xnn_zipc_ukernel_function) xnn_x32_zip_x2_ukernel__scalar, |
| 6053 | .x3 = (xnn_zipc_ukernel_function) xnn_x32_zip_x3_ukernel__scalar, |
| 6054 | .x4 = (xnn_zipc_ukernel_function) xnn_x32_zip_x4_ukernel__scalar, |
| 6055 | .xm = (xnn_zipv_ukernel_function) xnn_x32_zip_xm_ukernel__scalar, |
| 6056 | }; |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 6057 | #ifndef XNN_NO_NCHW_OPERATORS |
Marat Dukhan | ad71b9a | 2020-11-20 00:01:51 -0800 | [diff] [blame] | 6058 | xnn_params.x32.depthtospace2d_chw2hwc = (struct depthtospace2d_chw2hwc_parameters) { |
| 6059 | .ukernel = (xnn_depthtospace2d_chw2hwc_ukernel_function) xnn_x32_depthtospace2d_chw2hwc_ukernel__scalar, |
Artsiom Ablavatski | bbe8506 | 2020-11-05 14:07:37 -0800 | [diff] [blame] | 6060 | .channel_tile = 1, |
| 6061 | .pixel_tile = 1, |
| 6062 | }; |
| 6063 | #endif // XNN_NO_NCHW_OPERATORS |
Marat Dukhan | 8fe54e4 | 2019-10-10 14:12:59 -0700 | [diff] [blame] | 6064 | #endif // XNN_NO_X32_OPERATORS |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6065 | |
Frank Barchard | b40ee63 | 2021-12-30 11:10:02 -0800 | [diff] [blame] | 6066 | /**************************** XX WAsm micro-kernels****************************/ |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 6067 | #ifndef XNN_NO_XX_OPERATORS |
| 6068 | init_flags |= XNN_INIT_FLAG_XX; |
| 6069 | |
| 6070 | xnn_params.xx.copy = (xnn_univector_ukernel_function) xnn_xx_copy_ukernel__memcpy; |
| 6071 | xnn_params.xx.fill = (struct fill_parameters) { |
| 6072 | .ukernel = (xnn_fill_ukernel_function) xnn_xx_fill_ukernel__scalar_x16, |
| 6073 | .row_tile = 1, |
| 6074 | }; |
Marat Dukhan | 0461f2d | 2021-08-08 12:36:29 -0700 | [diff] [blame] | 6075 | xnn_params.xx.pad = (struct pad_parameters) { |
| 6076 | .ukernel = (xnn_pad_ukernel_function) xnn_xx_pad_ukernel__scalar, |
| 6077 | .row_tile = 1, |
| 6078 | }; |
Marat Dukhan | 933051b | 2021-08-07 16:26:15 -0700 | [diff] [blame] | 6079 | #endif |
| 6080 | |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6081 | #elif XNN_ARCH_RISCV |
| 6082 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6083 | /************************** QC8 RISC-V micro-kernels **************************/ |
| 6084 | #ifndef XNN_NO_QC8_OPERATORS |
| 6085 | init_flags |= XNN_INIT_FLAG_QC8; |
| 6086 | |
| 6087 | xnn_params.qc8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_3x4__scalar_lrintf); |
| 6088 | xnn_params.qc8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_3x4__scalar_lrintf); |
| 6089 | xnn_params.qc8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qc8_gemm_minmax_fp32_ukernel_1x4__scalar_lrintf); |
| 6090 | xnn_params.qc8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qc8_igemm_minmax_fp32_ukernel_1x4__scalar_lrintf); |
| 6091 | xnn_params.qc8.gemm.init.qc8 = xnn_init_qs8_minmax_scalar_lrintf_params; |
| 6092 | xnn_params.qc8.gemm.mr = 3; |
| 6093 | xnn_params.qc8.gemm.nr = 4; |
| 6094 | |
| 6095 | xnn_params.qc8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up2x9__scalar_lrintf; |
| 6096 | xnn_params.qc8.dwconv[0].init.qc8 = xnn_init_qs8_minmax_scalar_lrintf_params; |
| 6097 | xnn_params.qc8.dwconv[0].channel_tile = 2; |
| 6098 | xnn_params.qc8.dwconv[0].primary_tile = 9; |
| 6099 | xnn_params.qc8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qc8_dwconv_minmax_fp32_ukernel_up2x25__scalar_lrintf; |
| 6100 | xnn_params.qc8.dwconv[1].init.qc8 = xnn_init_qs8_minmax_scalar_lrintf_params; |
| 6101 | xnn_params.qc8.dwconv[1].channel_tile = 2; |
| 6102 | xnn_params.qc8.dwconv[1].primary_tile = 25; |
| 6103 | #endif // XNN_NO_QS8_OPERATORS |
| 6104 | |
| 6105 | /************************** QS8 RISC-V micro-kernels **************************/ |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 6106 | #ifndef XNN_NO_QS8_OPERATORS |
| 6107 | init_flags |= XNN_INIT_FLAG_QS8; |
| 6108 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6109 | xnn_params.qs8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_3x4__scalar_lrintf); |
| 6110 | xnn_params.qs8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_3x4__scalar_lrintf); |
| 6111 | xnn_params.qs8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qs8_gemm_minmax_fp32_ukernel_1x4__scalar_lrintf); |
| 6112 | xnn_params.qs8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qs8_igemm_minmax_fp32_ukernel_1x4__scalar_lrintf); |
| 6113 | xnn_params.qs8.gemm.init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_lrintf_params; |
Marat Dukhan | 15a35c0 | 2021-05-12 11:40:03 -0700 | [diff] [blame] | 6114 | xnn_params.qs8.gemm.mr = 3; |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 6115 | xnn_params.qs8.gemm.nr = 4; |
| 6116 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6117 | xnn_params.qs8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up2x9__scalar_lrintf; |
| 6118 | xnn_params.qs8.dwconv[0].init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_lrintf_params; |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 6119 | xnn_params.qs8.dwconv[0].channel_tile = 2; |
| 6120 | xnn_params.qs8.dwconv[0].primary_tile = 9; |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6121 | xnn_params.qs8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qs8_dwconv_minmax_fp32_ukernel_up2x25__scalar_lrintf; |
| 6122 | xnn_params.qs8.dwconv[1].init.qs8 = xnn_init_qs8_conv_minmax_fp32_scalar_lrintf_params; |
Marat Dukhan | 4ed1488 | 2021-05-12 17:50:40 -0700 | [diff] [blame] | 6123 | xnn_params.qs8.dwconv[1].channel_tile = 2; |
| 6124 | xnn_params.qs8.dwconv[1].primary_tile = 25; |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 6125 | |
| 6126 | xnn_params.qs8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | 847ff5e | 2022-01-11 20:31:06 -0800 | [diff] [blame] | 6127 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7x__scalar_imagic_c1, |
| 6128 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qs8_gavgpool_minmax_fp32_ukernel_7p7x__scalar_imagic_c1, |
Marat Dukhan | 53f4106 | 2022-01-11 19:44:57 -0800 | [diff] [blame] | 6129 | .init.qs8 = xnn_init_qs8_avgpool_minmax_fp32_scalar_imagic_params, |
| 6130 | .update.qs8 = xnn_update_qs8_avgpool_minmax_fp32_scalar_imagic_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 6131 | .row_tile = 7, |
| 6132 | .channel_tile = 1, |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 6133 | }; |
| 6134 | |
| 6135 | xnn_params.qs8.vadd = (struct vbinary_parameters) { |
| 6136 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vadd_minmax_ukernel__scalar_x4, |
| 6137 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__scalar_x4, |
| 6138 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vaddc_minmax_ukernel__scalar_x4, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 6139 | .init.qs8_addsub = xnn_init_qs8_add_minmax_scalar_params, |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 6140 | .element_tile = 4, |
| 6141 | }; |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6142 | xnn_params.qs8.vmul = (struct vbinary_parameters) { |
| 6143 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmul_minmax_fp32_ukernel__scalar_x4, |
| 6144 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 6145 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qs8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 6146 | .init.qs8_mul = xnn_init_qs8_mul_minmax_fp32_scalar_params, |
| 6147 | .element_tile = 4, |
| 6148 | }; |
Marat Dukhan | 803c1f8 | 2021-05-12 00:13:37 -0700 | [diff] [blame] | 6149 | #endif // XNN_NO_QS8_OPERATORS |
| 6150 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6151 | /************************** QU8 RISC-V micro-kernels **************************/ |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6152 | #ifndef XNN_NO_QU8_OPERATORS |
| 6153 | init_flags |= XNN_INIT_FLAG_QU8; |
| 6154 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6155 | xnn_params.qu8.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_3x4__scalar_lrintf); |
| 6156 | xnn_params.qu8.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_3x4__scalar_lrintf); |
| 6157 | xnn_params.qu8.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_qu8_gemm_minmax_fp32_ukernel_1x4__scalar_lrintf); |
| 6158 | xnn_params.qu8.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_qu8_igemm_minmax_fp32_ukernel_1x4__scalar_lrintf); |
| 6159 | xnn_params.qu8.gemm.init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_lrintf_params; |
| 6160 | xnn_params.qu8.gemm.mr = 3; |
| 6161 | xnn_params.qu8.gemm.nr = 4; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6162 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6163 | xnn_params.qu8.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up2x9__scalar_lrintf; |
| 6164 | xnn_params.qu8.dwconv[0].init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_lrintf_params; |
| 6165 | xnn_params.qu8.dwconv[0].channel_tile = 2; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6166 | xnn_params.qu8.dwconv[0].primary_tile = 9; |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6167 | xnn_params.qu8.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_qu8_dwconv_minmax_fp32_ukernel_up2x25__scalar_lrintf; |
| 6168 | xnn_params.qu8.dwconv[1].init.qu8 = xnn_init_qu8_conv_minmax_fp32_scalar_lrintf_params; |
| 6169 | xnn_params.qu8.dwconv[1].channel_tile = 2; |
| 6170 | xnn_params.qu8.dwconv[1].primary_tile = 25; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6171 | |
| 6172 | xnn_params.qu8.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 6173 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9x__scalar_c1, |
| 6174 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_qu8_avgpool_minmax_ukernel_9p8x__scalar_c1, |
| 6175 | .init.qu8 = xnn_init_qu8_avgpool_minmax_scalar_params, |
| 6176 | .primary_tile = 9, |
| 6177 | .incremental_tile = 8, |
| 6178 | .channel_tile = 1, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6179 | }; |
| 6180 | xnn_params.qu8.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | d1f53e4 | 2022-01-12 22:34:51 -0800 | [diff] [blame] | 6181 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7x__scalar_imagic_c1, |
| 6182 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_qu8_gavgpool_minmax_fp32_ukernel_7p7x__scalar_imagic_c1, |
| 6183 | .init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_scalar_imagic_params, |
| 6184 | .update.qu8 = xnn_update_qu8_avgpool_minmax_fp32_scalar_imagic_params, |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 6185 | .row_tile = 7, |
| 6186 | .channel_tile = 1, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6187 | }; |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 6188 | |
| 6189 | xnn_params.qu8.vadd = (struct vbinary_parameters) { |
| 6190 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vadd_minmax_ukernel__scalar_x4, |
| 6191 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__scalar_x4, |
| 6192 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vaddc_minmax_ukernel__scalar_x4, |
Marat Dukhan | 6428725 | 2021-09-07 16:20:03 -0700 | [diff] [blame] | 6193 | .init.qu8_addsub = xnn_init_qu8_add_minmax_scalar_params, |
Marat Dukhan | db007cd | 2021-07-20 23:42:39 -0700 | [diff] [blame] | 6194 | .element_tile = 4, |
| 6195 | }; |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6196 | xnn_params.qu8.vmul = (struct vbinary_parameters) { |
| 6197 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmul_minmax_fp32_ukernel__scalar_x4, |
| 6198 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 6199 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_qu8_vmulc_minmax_fp32_ukernel__scalar_x4, |
| 6200 | .init.qu8_mul = xnn_init_qu8_mul_minmax_fp32_scalar_params, |
| 6201 | .element_tile = 4, |
| 6202 | }; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6203 | #endif // XNN_NO_QU8_OPERATORS |
| 6204 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6205 | /************************** S8 RISC-V micro-kernels ***************************/ |
| 6206 | #ifndef XNN_NO_S8_OPERATORS |
| 6207 | init_flags |= XNN_INIT_FLAG_S8; |
| 6208 | |
| 6209 | xnn_params.s8.clamp = (struct vunary_parameters) { |
| 6210 | .ukernel = (xnn_univector_ukernel_function) xnn_s8_vclamp_ukernel__scalar_x4, |
| 6211 | .init.s8_minmax = xnn_init_s8_minmax_scalar_params, |
| 6212 | .element_tile = 4, |
| 6213 | }; |
| 6214 | xnn_params.s8.ibilinear = (struct ibilinear_parameters) { |
| 6215 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_s8_ibilinear_ukernel__scalar_c1, |
| 6216 | .pixel_tile = 1, |
| 6217 | .channel_tile = 1, |
| 6218 | }; |
| 6219 | xnn_params.s8.maxpool = (struct maxpool_parameters) { |
| 6220 | .ukernel = (xnn_maxpool_ukernel_function) xnn_s8_maxpool_minmax_ukernel_9p8x__scalar_c1, |
| 6221 | .init.s8 = xnn_init_s8_minmax_scalar_params, |
| 6222 | .mr = 9, |
| 6223 | .qr = 8, |
| 6224 | }; |
| 6225 | #endif // XNN_NO_S8_OPERATORS |
| 6226 | |
| 6227 | /************************** U8 RISC-V micro-kernels ***************************/ |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6228 | #ifndef XNN_NO_U8_OPERATORS |
| 6229 | init_flags |= XNN_INIT_FLAG_U8; |
| 6230 | |
Marat Dukhan | 9491279 | 2021-08-16 21:40:30 -0700 | [diff] [blame] | 6231 | xnn_params.u8.clamp = (struct vunary_parameters) { |
| 6232 | .ukernel = (xnn_univector_ukernel_function) xnn_u8_vclamp_ukernel__scalar_x4, |
| 6233 | .init.u8_minmax = xnn_init_u8_minmax_scalar_params, |
| 6234 | .element_tile = 4, |
| 6235 | }; |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6236 | xnn_params.u8.ibilinear = (struct ibilinear_parameters) { |
| 6237 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_u8_ibilinear_ukernel__scalar_c1, |
| 6238 | .pixel_tile = 1, |
| 6239 | .channel_tile = 1, |
| 6240 | }; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6241 | xnn_params.u8.maxpool = (struct maxpool_parameters) { |
| 6242 | .ukernel = (xnn_maxpool_ukernel_function) xnn_u8_maxpool_minmax_ukernel_9p8x__scalar_c1, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 6243 | .init.u8 = xnn_init_u8_minmax_scalar_params, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6244 | .mr = 9, |
| 6245 | .qr = 8, |
| 6246 | }; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6247 | xnn_params.u8.lut32norm = xnn_u8_lut32norm_ukernel__scalar; |
| 6248 | xnn_params.u8.rmax = xnn_u8_rmax_ukernel__scalar; |
| 6249 | #endif // XNN_NO_U8_OPERATORS |
| 6250 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6251 | /************************** X8 RISC-V micro-kernels ***************************/ |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6252 | #ifndef XNN_NO_X8_OPERATORS |
| 6253 | init_flags |= XNN_INIT_FLAG_X8; |
| 6254 | |
Marat Dukhan | d67539d | 2021-09-08 23:06:03 -0700 | [diff] [blame] | 6255 | xnn_params.x8.lut = xnn_x8_lut_ukernel__scalar_x4; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6256 | xnn_params.x8.zip = (struct zip_parameters) { |
| 6257 | .x2 = (xnn_zipc_ukernel_function) xnn_x8_zip_x2_ukernel__scalar, |
| 6258 | .x3 = (xnn_zipc_ukernel_function) xnn_x8_zip_x3_ukernel__scalar, |
| 6259 | .x4 = (xnn_zipc_ukernel_function) xnn_x8_zip_x4_ukernel__scalar, |
| 6260 | .xm = (xnn_zipv_ukernel_function) xnn_x8_zip_xm_ukernel__scalar, |
| 6261 | }; |
| 6262 | #endif // XNN_NO_X8_OPERATORS |
| 6263 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6264 | /************************** F32 RISC-V micro-kernels **************************/ |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6265 | #ifndef XNN_NO_F32_OPERATORS |
| 6266 | init_flags |= XNN_INIT_FLAG_F32; |
| 6267 | |
| 6268 | xnn_params.f32.gemm.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x4__scalar); |
| 6269 | xnn_params.f32.gemm.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x4__scalar); |
| 6270 | xnn_params.f32.gemm.minmax.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_1x4__scalar); |
| 6271 | xnn_params.f32.gemm.minmax.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_1x4__scalar); |
| 6272 | xnn_params.f32.gemm.relu.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_4x4__scalar); |
| 6273 | xnn_params.f32.gemm.relu.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_4x4__scalar); |
| 6274 | xnn_params.f32.gemm.relu.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_relu_ukernel_1x4__scalar); |
| 6275 | xnn_params.f32.gemm.relu.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_relu_ukernel_1x4__scalar); |
| 6276 | xnn_params.f32.gemm.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_4x4__scalar); |
| 6277 | xnn_params.f32.gemm.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_4x4__scalar); |
| 6278 | xnn_params.f32.gemm.linear.gemm1 = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_1x4__scalar); |
| 6279 | xnn_params.f32.gemm.linear.igemm1 = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_1x4__scalar); |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 6280 | xnn_params.f32.gemm.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6281 | xnn_params.f32.gemm.mr = 4; |
| 6282 | xnn_params.f32.gemm.nr = 4; |
| 6283 | |
| 6284 | xnn_params.f32.gemm2.minmax.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_minmax_ukernel_4x2__scalar); |
| 6285 | xnn_params.f32.gemm2.minmax.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_minmax_ukernel_4x2__scalar), |
| 6286 | xnn_params.f32.gemm2.linear.gemm = xnn_init_hmp_gemm_ukernel((xnn_gemm_ukernel_function) xnn_f32_gemm_ukernel_4x2__scalar); |
| 6287 | xnn_params.f32.gemm2.linear.igemm = xnn_init_hmp_igemm_ukernel((xnn_igemm_ukernel_function) xnn_f32_igemm_ukernel_4x2__scalar), |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 6288 | xnn_params.f32.gemm2.init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6289 | xnn_params.f32.gemm2.mr = 4; |
| 6290 | xnn_params.f32.gemm2.nr = 2; |
| 6291 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 6292 | xnn_params.f32.dwconv[0].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x3__scalar_acc2; |
| 6293 | xnn_params.f32.dwconv[0].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x3__scalar_acc2; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 6294 | xnn_params.f32.dwconv[0].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6295 | xnn_params.f32.dwconv[0].channel_tile = 1; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 6296 | xnn_params.f32.dwconv[0].primary_tile = 3; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6297 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 6298 | xnn_params.f32.dwconv[1].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x4__scalar_acc2; |
| 6299 | xnn_params.f32.dwconv[1].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x4__scalar_acc2; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 6300 | xnn_params.f32.dwconv[1].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6301 | xnn_params.f32.dwconv[1].channel_tile = 1; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 6302 | xnn_params.f32.dwconv[1].primary_tile = 4; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6303 | |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 6304 | xnn_params.f32.dwconv[2].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x9__scalar_acc2; |
| 6305 | xnn_params.f32.dwconv[2].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x9__scalar_acc2; |
Marat Dukhan | 104ae5e | 2021-05-24 13:41:57 -0700 | [diff] [blame] | 6306 | xnn_params.f32.dwconv[2].init.f32 = xnn_init_f32_minmax_scalar_params; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6307 | xnn_params.f32.dwconv[2].channel_tile = 1; |
Artsiom Ablavatski | 47a74db | 2021-11-02 13:40:24 -0700 | [diff] [blame] | 6308 | xnn_params.f32.dwconv[2].primary_tile = 9; |
| 6309 | |
| 6310 | xnn_params.f32.dwconv[3].minmax.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_minmax_ukernel_up1x25__scalar_acc2; |
| 6311 | xnn_params.f32.dwconv[3].linear.unipass = (xnn_dwconv_unipass_ukernel_function) xnn_f32_dwconv_ukernel_up1x25__scalar_acc2; |
| 6312 | xnn_params.f32.dwconv[3].init.f32 = xnn_init_f32_minmax_scalar_params; |
| 6313 | xnn_params.f32.dwconv[3].channel_tile = 1; |
| 6314 | xnn_params.f32.dwconv[3].primary_tile = 25; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6315 | |
| 6316 | xnn_params.f32.avgpool = (struct avgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 6317 | .unipass = (xnn_avgpool_unipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9x__scalar_c1, |
| 6318 | .multipass = (xnn_avgpool_multipass_ukernel_function) xnn_f32_avgpool_minmax_ukernel_9p8x__scalar_c1, |
| 6319 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 6320 | .primary_tile = 9, |
| 6321 | .incremental_tile = 8, |
| 6322 | .channel_tile = 1, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6323 | }; |
| 6324 | xnn_params.f32.pavgpool = (struct pavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 6325 | .unipass = (xnn_pavgpool_unipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9x__scalar_c1, |
| 6326 | .multipass = (xnn_pavgpool_multipass_ukernel_function) xnn_f32_pavgpool_minmax_ukernel_9p8x__scalar_c1, |
| 6327 | .primary_tile = 9, |
| 6328 | .incremental_tile = 8, |
| 6329 | .channel_tile = 1, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6330 | }; |
| 6331 | xnn_params.f32.gavgpool = (struct gavgpool_parameters) { |
Marat Dukhan | da382d1 | 2022-01-07 19:51:20 -0800 | [diff] [blame] | 6332 | .unipass = (xnn_gavgpool_unipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7x__scalar_c1, |
| 6333 | .multipass = (xnn_gavgpool_multipass_ukernel_function) xnn_f32_gavgpool_minmax_ukernel_7p7x__scalar_c1, |
| 6334 | .init.f32 = xnn_init_f32_scaleminmax_scalar_params, |
| 6335 | .update.f32 = xnn_update_f32_scaleminmax_scalar_params, |
| 6336 | .row_tile = 7, |
| 6337 | .channel_tile = 1, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6338 | }; |
| 6339 | xnn_params.f32.maxpool = (struct maxpool_parameters) { |
| 6340 | .ukernel = (xnn_maxpool_ukernel_function) xnn_f32_maxpool_minmax_ukernel_9p8x__scalar_c1, |
Marat Dukhan | 91ae165 | 2021-08-15 19:19:49 -0700 | [diff] [blame] | 6341 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6342 | .mr = 9, |
| 6343 | .qr = 8, |
| 6344 | }; |
| 6345 | xnn_params.f32.argmaxpool[0] = (struct argmaxpool_parameters) { |
| 6346 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_4x__scalar_c1, |
| 6347 | .mr = 4, |
| 6348 | }; |
| 6349 | xnn_params.f32.argmaxpool[1] = (struct argmaxpool_parameters) { |
| 6350 | .up = (xnn_argmaxpool_unipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9x__scalar_c1, |
| 6351 | .mr = 9, |
| 6352 | }; |
| 6353 | xnn_params.f32.argmaxpool[2] = (struct argmaxpool_parameters) { |
| 6354 | .mp = (xnn_argmaxpool_multipass_ukernel_function) xnn_f32_argmaxpool_ukernel_9p8x__scalar_c1, |
| 6355 | .mr = 9, |
| 6356 | .qr = 8, |
| 6357 | }; |
| 6358 | xnn_params.f32.ibilinear = (struct ibilinear_parameters) { |
| 6359 | .ukernel = (xnn_ibilinear_ukernel_function) xnn_f32_ibilinear_ukernel__scalar_c2, |
| 6360 | .pixel_tile = 1, |
| 6361 | .channel_tile = 2, |
| 6362 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 6363 | xnn_params.f32.abs = (struct vunary_parameters) { |
| 6364 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vabs_ukernel__scalar_x4, |
| 6365 | .element_tile = 4, |
| 6366 | }; |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6367 | xnn_params.f32.clamp = (struct vunary_parameters) { |
| 6368 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vclamp_ukernel__scalar_x4, |
| 6369 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
| 6370 | .element_tile = 4, |
| 6371 | }; |
| 6372 | xnn_params.f32.elu = (struct vunary_parameters) { |
| 6373 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_velu_ukernel__scalar_rr2_lut16_p3_x4, |
| 6374 | .init.f32_elu = xnn_init_f32_elu_scalar_rr2_lut16_p3_params, |
| 6375 | .element_tile = 4, |
| 6376 | }; |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 6377 | xnn_params.f32.hswish = (struct vunary_parameters) { |
| 6378 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vhswish_ukernel__scalar_x4, |
Marat Dukhan | 0d10cc7 | 2021-12-23 19:49:19 -0800 | [diff] [blame] | 6379 | .init.f32_hswish = xnn_init_f32_hswish_scalar_params, |
Marat Dukhan | 561d068 | 2021-12-23 16:12:35 -0800 | [diff] [blame] | 6380 | .element_tile = 4, |
| 6381 | }; |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6382 | xnn_params.f32.lrelu = (struct vunary_parameters) { |
| 6383 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vlrelu_ukernel__scalar_x4, |
| 6384 | .init.f32_lrelu = xnn_init_f32_lrelu_scalar_params, |
| 6385 | .element_tile = 4, |
Marat Dukhan | 4a79ff2 | 2022-01-01 12:16:48 -0800 | [diff] [blame] | 6386 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 6387 | xnn_params.f32.neg = (struct vunary_parameters) { |
| 6388 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vneg_ukernel__scalar_x4, |
| 6389 | .element_tile = 4, |
| 6390 | }; |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 6391 | xnn_params.f32.rndne = (struct vunary_parameters) { |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6392 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndne_ukernel__scalar_libm_x1, |
| 6393 | .element_tile = 1, |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 6394 | }; |
| 6395 | xnn_params.f32.rndz = (struct vunary_parameters) { |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6396 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndz_ukernel__scalar_libm_x1, |
| 6397 | .element_tile = 1, |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 6398 | }; |
| 6399 | xnn_params.f32.rndu = (struct vunary_parameters) { |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6400 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndu_ukernel__scalar_libm_x1, |
| 6401 | .element_tile = 1, |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 6402 | }; |
| 6403 | xnn_params.f32.rndd = (struct vunary_parameters) { |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6404 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vrndd_ukernel__scalar_libm_x1, |
| 6405 | .element_tile = 1, |
Marat Dukhan | 0e80137 | 2022-01-04 00:10:41 -0800 | [diff] [blame] | 6406 | }; |
Marat Dukhan | ce834ad | 2022-01-03 00:22:01 -0800 | [diff] [blame] | 6407 | xnn_params.f32.sigmoid = (struct vunary_parameters) { |
| 6408 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsigmoid_ukernel__scalar_rr2_lut64_p2_div_x2, |
| 6409 | .init.f32_sigmoid = xnn_init_f32_sigmoid_scalar_rr2_lut64_p2_params, |
| 6410 | .element_tile = 2, |
| 6411 | }; |
Marat Dukhan | e5efb16 | 2021-12-31 10:26:13 -0800 | [diff] [blame] | 6412 | xnn_params.f32.sqr = (struct vunary_parameters) { |
| 6413 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqr_ukernel__scalar_x4, |
| 6414 | .element_tile = 4, |
| 6415 | }; |
Marat Dukhan | e72b282 | 2021-12-30 14:46:58 -0800 | [diff] [blame] | 6416 | xnn_params.f32.sqrt = (struct vunary_parameters) { |
| 6417 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_vsqrt_ukernel__scalar_sqrt_x1, |
| 6418 | .element_tile = 1, |
| 6419 | }; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6420 | xnn_params.f32.prelu = (struct prelu_parameters) { |
| 6421 | .ukernel = (xnn_prelu_ukernel_function) xnn_f32_prelu_ukernel__scalar_2x4, |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6422 | .row_tile = 4, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6423 | .channel_tile = 4, |
| 6424 | }; |
Marat Dukhan | 4a5c771 | 2022-01-05 22:43:13 -0800 | [diff] [blame] | 6425 | xnn_params.f32.raddstoreexpminusmax = (struct raddstoreexpminusmax_parameters) { |
| 6426 | .ukernel = xnn_f32_raddstoreexpminusmax_ukernel__scalar_rr2_p5_x4_acc2, |
| 6427 | .init = xnn_init_f32_expminus_scalar_rr2_p5_params, |
| 6428 | .element_tile = 4, |
| 6429 | }; |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6430 | xnn_params.f32.rmax = xnn_f32_rmax_ukernel__scalar; |
| 6431 | xnn_params.f32.vadd = (struct vbinary_parameters) { |
| 6432 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vadd_minmax_ukernel__scalar_x8, |
| 6433 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__scalar_x8, |
| 6434 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vaddc_minmax_ukernel__scalar_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 6435 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6436 | .element_tile = 8, |
| 6437 | }; |
| 6438 | xnn_params.f32.vdiv = (struct vbinary_parameters) { |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6439 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdiv_minmax_ukernel__scalar_x2, |
| 6440 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vdivc_minmax_ukernel__scalar_x2, |
| 6441 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrdivc_minmax_ukernel__scalar_x2, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 6442 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6443 | .element_tile = 2, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6444 | }; |
| 6445 | xnn_params.f32.vmax = (struct vbinary_parameters) { |
| 6446 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmax_ukernel__scalar_x8, |
| 6447 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__scalar_x8, |
| 6448 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmaxc_ukernel__scalar_x8, |
| 6449 | .element_tile = 8, |
| 6450 | }; |
| 6451 | xnn_params.f32.vmin = (struct vbinary_parameters) { |
| 6452 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmin_ukernel__scalar_x8, |
| 6453 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__scalar_x8, |
| 6454 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vminc_ukernel__scalar_x8, |
| 6455 | .element_tile = 8, |
| 6456 | }; |
| 6457 | xnn_params.f32.vmul = (struct vbinary_parameters) { |
| 6458 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmul_minmax_ukernel__scalar_x8, |
| 6459 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__scalar_x8, |
| 6460 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vmulc_minmax_ukernel__scalar_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 6461 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6462 | .element_tile = 8, |
| 6463 | }; |
| 6464 | xnn_params.f32.vsub = (struct vbinary_parameters) { |
| 6465 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsub_minmax_ukernel__scalar_x8, |
| 6466 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsubc_minmax_ukernel__scalar_x8, |
| 6467 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vrsubc_minmax_ukernel__scalar_x8, |
Marat Dukhan | f600497 | 2021-12-30 11:23:02 -0800 | [diff] [blame] | 6468 | .init.f32_minmax = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6469 | .element_tile = 8, |
| 6470 | }; |
| 6471 | xnn_params.f32.vsqrdiff = (struct vbinary_parameters) { |
| 6472 | .minmax.op_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiff_ukernel__scalar_x8, |
| 6473 | .minmax.opc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__scalar_x8, |
| 6474 | .minmax.ropc_ukernel = (xnn_vbinary_ukernel_function) xnn_f32_vsqrdiffc_ukernel__scalar_x8, |
| 6475 | .element_tile = 8, |
| 6476 | }; |
| 6477 | xnn_params.f32.vmulcaddc = (struct vmulcaddc_parameters) { |
| 6478 | .ukernel = (xnn_vmulcaddc_ukernel_function) xnn_f32_vmulcaddc_minmax_ukernel_c1__scalar_2x, |
Marat Dukhan | c58453f | 2021-05-24 14:47:38 -0700 | [diff] [blame] | 6479 | .init.f32 = xnn_init_f32_minmax_scalar_params, |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6480 | .channel_tile = 1, |
| 6481 | .row_tile = 2, |
| 6482 | }; |
| 6483 | #ifndef XNN_NO_NCHW_OPERATORS |
| 6484 | init_flags |= XNN_INIT_FLAG_CHW_OPT; |
| 6485 | |
| 6486 | xnn_params.f32.spmm = (struct spmm_parameters) { |
| 6487 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_8x1__scalar, |
| 6488 | .mr = 8, |
| 6489 | .nr = 1, |
| 6490 | }; |
| 6491 | xnn_params.f32.spmm2 = (struct spmm_parameters) { |
| 6492 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_8x2__scalar, |
| 6493 | .mr = 8, |
| 6494 | .nr = 2, |
| 6495 | }; |
| 6496 | xnn_params.f32.spmm4 = (struct spmm_parameters) { |
| 6497 | .ukernel = (xnn_spmm_ukernel_function) xnn_f32_spmm_minmax_ukernel_8x4__scalar, |
| 6498 | .mr = 8, |
| 6499 | .nr = 4, |
| 6500 | }; |
| 6501 | xnn_params.f32.conv_hwc2chw_3x3c3s2 = (struct conv_hwc2chw_parameters) { |
| 6502 | .ukernel_with_symm_padding = |
| 6503 | (xnn_conv_hwc2chw_ukernel_function) xnn_f32_conv_hwc2chw_ukernel_3x3s2p1c3x4__scalar_1x1, |
| 6504 | .output_channel_tile = 4, |
| 6505 | .output_height_tile = 1, |
| 6506 | .output_width_tile = 1, |
| 6507 | }; |
| 6508 | xnn_params.f32.dwconv2d_chw_3x3 = (struct dwconv2d_chw_parameters) { |
| 6509 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3p1__scalar_2x1_acc2, |
| 6510 | .output_width_tile = 1, |
| 6511 | .output_height_tile = 2, |
| 6512 | }; |
| 6513 | xnn_params.f32.dwconv2d_chw_3x3s2 = (struct dwconv2d_chw_parameters) { |
| 6514 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_3x3s2p1__scalar_1x1_acc2, |
| 6515 | .output_width_tile = 1, |
| 6516 | .output_height_tile = 1, |
| 6517 | }; |
| 6518 | xnn_params.f32.dwconv2d_chw_5x5 = (struct dwconv2d_chw_parameters) { |
| 6519 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5p2__scalar_1x1_acc5, |
| 6520 | .output_width_tile = 1, |
| 6521 | .output_height_tile = 1, |
| 6522 | }; |
| 6523 | xnn_params.f32.dwconv2d_chw_5x5s2 = (struct dwconv2d_chw_parameters) { |
| 6524 | .ukernel = (xnn_dwconv2d_chw_ukernel_function) xnn_f32_dwconv2d_chw_ukernel_5x5s2p2__scalar_1x1_acc5, |
| 6525 | .output_width_tile = 1, |
| 6526 | .output_height_tile = 1, |
| 6527 | }; |
| 6528 | xnn_params.f32.gavgpool_cw = (struct gavgpool_cw_parameters) { |
| 6529 | .ukernel = (xnn_gavgpool_cw_ukernel_function) xnn_f32_gavgpool_cw_ukernel__scalar_x1, |
| 6530 | .channel_tile = 1, |
| 6531 | }; |
| 6532 | xnn_params.f32.ibilinear_chw = (struct ibilinear_chw_parameters) { |
| 6533 | .ukernel = (xnn_ibilinear_chw_ukernel_function) xnn_f32_ibilinear_chw_ukernel__scalar_p4, |
| 6534 | .channel_tile = 1, |
| 6535 | .pixel_tile = 4, |
| 6536 | }; |
| 6537 | #endif // XNN_NO_NCHW_OPERATORS |
| 6538 | #endif // XNN_NO_F32_OPERATORS |
| 6539 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6540 | /************************** VCVT RISC-V micro-kernels *************************/ |
| 6541 | #ifndef XNN_NO_VCVT_OPERATORS |
| 6542 | init_flags |= XNN_INIT_FLAG_VCVT; |
| 6543 | |
| 6544 | xnn_params.vcvt.f16_to_f32 = (struct vunary_parameters) { |
| 6545 | .ukernel = (xnn_univector_ukernel_function) xnn_f16_f32_vcvt_ukernel__scalar_x4, |
| 6546 | .init.f16_f32_cvt = xnn_init_f16_f32_cvt_scalar_params, |
| 6547 | .element_tile = 4, |
| 6548 | }; |
| 6549 | xnn_params.vcvt.f32_to_f16 = (struct vunary_parameters) { |
| 6550 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_f16_vcvt_ukernel__scalar_fabsf_x2, |
| 6551 | .init.f32_f16_cvt = xnn_init_f32_f16_cvt_scalar_fabsf_params, |
| 6552 | .element_tile = 2, |
| 6553 | }; |
| 6554 | xnn_params.vcvt.f32_to_qs8 = (struct vunary_parameters) { |
| 6555 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qs8_vcvt_ukernel__scalar_lrintf_x4, |
| 6556 | .init.f32_qs8_cvt = xnn_init_f32_qs8_cvt_scalar_lrintf_params, |
| 6557 | .element_tile = 4, |
| 6558 | }; |
| 6559 | xnn_params.vcvt.f32_to_qu8 = (struct vunary_parameters) { |
| 6560 | .ukernel = (xnn_univector_ukernel_function) xnn_f32_qu8_vcvt_ukernel__scalar_lrintf_x4, |
| 6561 | .init.f32_qu8_cvt = xnn_init_f32_qu8_cvt_scalar_lrintf_params, |
| 6562 | .element_tile = 4, |
| 6563 | }; |
| 6564 | xnn_params.vcvt.qs8_to_f32 = (struct vunary_parameters) { |
| 6565 | .ukernel = (xnn_univector_ukernel_function) xnn_qs8_f32_vcvt_ukernel__scalar_x4, |
| 6566 | .init.qs8_f32_cvt = xnn_init_qs8_f32_cvt_scalar_params, |
| 6567 | .element_tile = 4, |
| 6568 | }; |
| 6569 | xnn_params.vcvt.qu8_to_f32 = (struct vunary_parameters) { |
| 6570 | .ukernel = (xnn_univector_ukernel_function) xnn_qu8_f32_vcvt_ukernel__scalar_x4, |
| 6571 | .init.qu8_f32_cvt = xnn_init_qu8_f32_cvt_scalar_params, |
| 6572 | .element_tile = 4, |
| 6573 | }; |
| 6574 | #endif // XNN_NO_VCVT_OPERATORS |
| 6575 | |
| 6576 | /************************** X32 RISC-V micro-kernels **************************/ |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6577 | #ifndef XNN_NO_X32_OPERATORS |
| 6578 | init_flags |= XNN_INIT_FLAG_X32; |
| 6579 | |
Marat Dukhan | e3cb19b | 2021-05-07 03:38:49 -0700 | [diff] [blame] | 6580 | xnn_params.x32.unpool = (xnn_unpool_ukernel_function) xnn_x32_unpool_ukernel__scalar; |
| 6581 | xnn_params.x32.zip = (struct zip_parameters) { |
| 6582 | .x2 = (xnn_zipc_ukernel_function) xnn_x32_zip_x2_ukernel__scalar, |
| 6583 | .x3 = (xnn_zipc_ukernel_function) xnn_x32_zip_x3_ukernel__scalar, |
| 6584 | .x4 = (xnn_zipc_ukernel_function) xnn_x32_zip_x4_ukernel__scalar, |
| 6585 | .xm = (xnn_zipv_ukernel_function) xnn_x32_zip_xm_ukernel__scalar, |
| 6586 | }; |
| 6587 | #ifndef XNN_NO_NCHW_OPERATORS |
| 6588 | xnn_params.x32.depthtospace2d_chw2hwc = (struct depthtospace2d_chw2hwc_parameters) { |
| 6589 | .ukernel = (xnn_depthtospace2d_chw2hwc_ukernel_function) xnn_x32_depthtospace2d_chw2hwc_ukernel__scalar, |
| 6590 | .channel_tile = 1, |
| 6591 | .pixel_tile = 1, |
| 6592 | }; |
| 6593 | #endif // XNN_NO_NCHW_OPERATORS |
| 6594 | #endif // XNN_NO_X32_OPERATORS |
| 6595 | |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6596 | /************************** XX RISC-V micro-kernels ***************************/ |
Marat Dukhan | 0461f2d | 2021-08-08 12:36:29 -0700 | [diff] [blame] | 6597 | #ifndef XNN_NO_XX_OPERATORS |
| 6598 | init_flags |= XNN_INIT_FLAG_XX; |
| 6599 | |
| 6600 | xnn_params.xx.copy = (xnn_univector_ukernel_function) xnn_xx_copy_ukernel__memcpy; |
| 6601 | xnn_params.xx.fill = (struct fill_parameters) { |
| 6602 | .ukernel = (xnn_fill_ukernel_function) xnn_xx_fill_ukernel__scalar_x16, |
| 6603 | .row_tile = 1, |
| 6604 | }; |
| 6605 | xnn_params.xx.pad = (struct pad_parameters) { |
| 6606 | .ukernel = (xnn_pad_ukernel_function) xnn_xx_pad_ukernel__scalar, |
| 6607 | .row_tile = 1, |
| 6608 | }; |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6609 | #endif // XNN_NO_XX_OPERATORS |
Marat Dukhan | 0461f2d | 2021-08-08 12:36:29 -0700 | [diff] [blame] | 6610 | |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6611 | #else |
| 6612 | #error "Unsupported architecture" |
| 6613 | #endif |
Marat Dukhan | 496389f | 2021-04-07 15:47:12 -0700 | [diff] [blame] | 6614 | |
| 6615 | memcpy(&xnn_params.allocator, init_allocator, sizeof(struct xnn_allocator)); |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 6616 | xnn_params.init_flags = init_flags; |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6617 | } |
| 6618 | |
Zhi An Ng | 0db15d3 | 2021-12-10 16:45:06 -0800 | [diff] [blame] | 6619 | #if XNN_PLATFORM_WINDOWS |
Marat Dukhan | 57133c0 | 2020-04-13 00:54:59 -0700 | [diff] [blame] | 6620 | static BOOL CALLBACK init_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { |
| 6621 | init(); |
| 6622 | return TRUE; |
| 6623 | } |
| 6624 | #endif |
| 6625 | |
Marat Dukhan | 04f03be | 2019-11-19 12:36:47 -0800 | [diff] [blame] | 6626 | enum xnn_status xnn_initialize(const struct xnn_allocator* allocator) { |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6627 | #if !XNN_PLATFORM_WEB && !XNN_ARCH_RISCV |
Marat Dukhan | d343c22 | 2019-10-07 09:22:14 -0700 | [diff] [blame] | 6628 | if (!cpuinfo_initialize()) { |
| 6629 | return xnn_status_out_of_memory; |
| 6630 | } |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6631 | #endif // !XNN_PLATFORM_WEB && !XNN_ARCH_RISCV |
Marat Dukhan | 496389f | 2021-04-07 15:47:12 -0700 | [diff] [blame] | 6632 | if (allocator == NULL) { |
| 6633 | allocator = &xnn_default_allocator; |
| 6634 | } |
| 6635 | #ifdef _MSC_VER |
Marat Dukhan | df94d98 | 2021-06-01 12:21:33 -0700 | [diff] [blame] | 6636 | _InterlockedCompareExchangePointer((PVOID volatile*) &init_allocator, (PVOID) allocator, NULL); |
Marat Dukhan | 496389f | 2021-04-07 15:47:12 -0700 | [diff] [blame] | 6637 | #else |
| 6638 | __sync_bool_compare_and_swap(&init_allocator, NULL, allocator); |
| 6639 | #endif |
Zhi An Ng | 0db15d3 | 2021-12-10 16:45:06 -0800 | [diff] [blame] | 6640 | #if XNN_PLATFORM_WINDOWS |
Marat Dukhan | 57133c0 | 2020-04-13 00:54:59 -0700 | [diff] [blame] | 6641 | InitOnceExecuteOnce(&init_guard, &init_windows, NULL, NULL); |
| 6642 | #else |
| 6643 | pthread_once(&init_guard, &init); |
| 6644 | #endif |
Marat Dukhan | 854fb6b | 2020-06-19 12:33:44 -0700 | [diff] [blame] | 6645 | if ((xnn_params.init_flags & XNN_INIT_FLAG_XNNPACK) != 0) { |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6646 | return xnn_status_success; |
| 6647 | } else { |
| 6648 | return xnn_status_unsupported_hardware; |
| 6649 | } |
| 6650 | } |
| 6651 | |
| 6652 | enum xnn_status xnn_deinitialize(void) { |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6653 | #if !XNN_PLATFORM_WEB && !XNN_ARCH_RISCV |
Marat Dukhan | d343c22 | 2019-10-07 09:22:14 -0700 | [diff] [blame] | 6654 | cpuinfo_deinitialize(); |
Marat Dukhan | a198f00 | 2022-01-04 18:45:11 -0800 | [diff] [blame] | 6655 | #endif // !XNN_PLATFORM_WEB && !XNN_ARCH_RISCV |
XNNPACK Team | b455b12 | 2019-09-27 18:10:33 -0700 | [diff] [blame] | 6656 | return xnn_status_success; |
Marat Dukhan | 3b9b4bc | 2021-08-24 00:23:07 -0700 | [diff] [blame] | 6657 | } |