// Copyright 2022 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include #include #include "xnnpack/common.h" #include "xnnpack/config.h" #include "xnnpack/init-once.h" #include "xnnpack/microfnptr.h" #include "xnnpack/microparams-init.h" #include "xnnpack/transpose.h" #include "xnnpack/vunary.h" static struct xnn_transpose_config transpose_config = {0}; XNN_INIT_ONCE_GUARD(transpose); static void init_transpose_config(void) { #if XNN_ARCH_ARM const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->use_arm_neon) { transpose_config.copy = (xnn_vunary_ukernel_fn) xnn_xx_copy_ukernel__scalar_memcpy; transpose_config.x8 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x8_transposec_ukernel__16x16_reuse_dec_zip_neon, .tile_size = 32, }; transpose_config.x16 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x16_transposec_ukernel__8x8_reuse_dec_zip_neon, .tile_size = 32, }; transpose_config.x24 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x24_transposec_ukernel__2x2_neon_tbl64, .tile_size = 32, }; transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__4x4_reuse_dec_zip_neon, .tile_size = 32, }; transpose_config.x64 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x64_transposec_ukernel__2x2_reuse_dec_zip_neon, .tile_size = 32, }; transpose_config.xx = (struct xnn_transpose_subconfig) { .variable_size_ukernel = xnn_xx_transposev_ukernel__1x1_scalar_memcpy, .tile_size = 32, }; } else if (!XNN_PLATFORM_MOBILE) { transpose_config.copy = (xnn_vunary_ukernel_fn) xnn_xx_copy_ukernel__scalar_memcpy; transpose_config.x8 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x8_transposec_ukernel__2x4_scalar_int, .tile_size = 32, }; transpose_config.x16 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x16_transposec_ukernel__2x4_scalar_int, .tile_size = 32, }; transpose_config.x24 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x24_transposec_ukernel__1x2_scalar, .tile_size = 32, }; transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__2x4_scalar_int, .tile_size = 32, }; transpose_config.x64 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x64_transposec_ukernel__4x2_scalar_int, .tile_size = 32, }; transpose_config.xx = (struct xnn_transpose_subconfig) { .variable_size_ukernel = xnn_xx_transposev_ukernel__1x1_scalar_memcpy, .tile_size = 32, }; } #elif XNN_ARCH_ARM64 transpose_config.copy = (xnn_vunary_ukernel_fn) xnn_xx_copy_ukernel__scalar_memcpy; transpose_config.x8 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x8_transposec_ukernel__16x16_reuse_dec_zip_neon, .tile_size = 32, }; transpose_config.x16 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x16_transposec_ukernel__8x8_reuse_dec_zip_neon, .tile_size = 32, }; transpose_config.x24 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x24_transposec_ukernel__4x4_aarch64_neon_tbl128, .tile_size = 32, }; transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__4x4_aarch64_neon_tbl128, .tile_size = 32, }; transpose_config.x64 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x64_transposec_ukernel__2x2_multi_dec_zip_neon, .tile_size = 32, }; transpose_config.xx = (struct xnn_transpose_subconfig) { .variable_size_ukernel = xnn_xx_transposev_ukernel__1x1_scalar_memcpy, .tile_size = 32, }; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); transpose_config.copy = (xnn_vunary_ukernel_fn) xnn_xx_copy_ukernel__scalar_memcpy; transpose_config.xx = (struct xnn_transpose_subconfig) { .variable_size_ukernel = xnn_xx_transposev_ukernel__1x1_scalar_memcpy, .tile_size = 32, }; transpose_config.x8 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x8_transposec_ukernel__16x16_reuse_mov_sse2, .tile_size = 32, }; transpose_config.x16 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x16_transposec_ukernel__8x8_reuse_multi_sse2, .tile_size = 32, }; transpose_config.x24 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x24_transposec_ukernel__1x2_scalar, .tile_size = 32, }; transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__4x4_sse, .tile_size = 32, }; transpose_config.x64 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x64_transposec_ukernel__2x2_multi_mov_sse2, .tile_size = 32, }; if (hardware_config->use_x86_ssse3) { transpose_config.x24 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x24_transposec_ukernel__4x4_ssse3, .tile_size = 32, }; } if (hardware_config->use_x86_avx) { transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__8x8_reuse_multi_avx, .tile_size = 32, }; transpose_config.x64 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x64_transposec_ukernel__4x4_reuse_multi_avx, .tile_size = 32, }; } if (hardware_config->use_x86_avx2) { transpose_config.x8 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x8_transposec_ukernel__32x32_reuse_switch_avx2, .tile_size = 32, }; transpose_config.x16 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x16_transposec_ukernel__16x16_reuse_switch_avx2, .tile_size = 32, }; } #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD transpose_config.copy = (xnn_vunary_ukernel_fn) xnn_xx_copy_ukernel__scalar_memcpy; transpose_config.x8 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x8_transposec_ukernel__16x16_reuse_mov_wasmsimd, .tile_size = 32, }; transpose_config.x16 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x16_transposec_ukernel__8x8_reuse_mov_wasmsimd, .tile_size = 32, }; transpose_config.x24 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x24_transposec_ukernel__1x2_scalar, .tile_size = 32, }; transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__4x4_reuse_mov_wasmsimd, .tile_size = 32, }; transpose_config.x64 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x64_transposec_ukernel__4x2_scalar_int, .tile_size = 32, }; transpose_config.xx = (struct xnn_transpose_subconfig) { .variable_size_ukernel = xnn_xx_transposev_ukernel__1x1_scalar_memcpy, .tile_size = 32, }; #else transpose_config.copy = (xnn_vunary_ukernel_fn) xnn_xx_copy_ukernel__scalar_memcpy; transpose_config.x8 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x8_transposec_ukernel__2x4_scalar_int, .tile_size = 32, }; transpose_config.x16 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x16_transposec_ukernel__2x4_scalar_int, .tile_size = 32, }; transpose_config.x24 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x24_transposec_ukernel__1x2_scalar, .tile_size = 32, }; #if XNN_ENABLE_RISCV_VECTOR const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->vlenb >= 128) { transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__32x8_rvv, .tile_size = 32, }; } else if (hardware_config->vlenb == 64) { transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__16x8_rvv, .tile_size = 32, }; } else if (hardware_config->vlenb == 32) { transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__8x8_rvv, .tile_size = 32, }; } else if (hardware_config->vlenb == 16) { transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__4x4_rvv, .tile_size = 32, }; } else { transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__2x4_scalar_int, .tile_size = 32, }; } #else transpose_config.x32 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x32_transposec_ukernel__2x4_scalar_int, .tile_size = 32, }; #endif transpose_config.x64 = (struct xnn_transpose_subconfig) { .const_size_ukernel = (xnn_transposec_ukernel_fn) xnn_x64_transposec_ukernel__4x2_scalar_int, .tile_size = 32, }; transpose_config.xx = (struct xnn_transpose_subconfig) { .variable_size_ukernel = xnn_xx_transposev_ukernel__1x1_scalar_memcpy, .tile_size = 32, }; #endif } const struct xnn_transpose_config* xnn_init_transpose_config() { const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); if (hardware_config == NULL) { return NULL; } XNN_INIT_ONCE(transpose); return &transpose_config; }