// Copyright 2023 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 #ifdef _WIN32 #include #else #include #endif #include #include #include #include static struct xnn_prelu_config f16_prelu_config = {0}; static struct xnn_prelu_config f32_prelu_config = {0}; #if XNN_PLATFORM_WINDOWS static INIT_ONCE init_guard_f16_prelu = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_f32_prelu = INIT_ONCE_STATIC_INIT; #else static pthread_once_t init_guard_f16_prelu = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_f32_prelu = PTHREAD_ONCE_INIT; #endif static void init_f16_prelu_config(void) { #if XNN_ARCH_ARM && XNN_ENABLE_ARM_FP16_VECTOR && XNN_ENABLE_ARM_FP16_SCALAR const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->use_arm_neon_fp16_arith) { f16_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f16_prelu_ukernel__neonfp16arith_2x16; f16_prelu_config.row_tile = 2; f16_prelu_config.channel_tile = 16; } #elif XNN_ARCH_ARM64 && XNN_ENABLE_ARM_FP16_VECTOR const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->use_arm_neon_fp16_arith) { f16_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f16_prelu_ukernel__neonfp16arith_2x16; f16_prelu_config.row_tile = 2; f16_prelu_config.channel_tile = 16; } #elif (XNN_ARCH_X86 || XNN_ARCH_X86_64) && !XNN_PLATFORM_MOBILE const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->use_x86_avx2) { f16_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f16_prelu_ukernel__f16c_2x16; f16_prelu_config.row_tile = 2; f16_prelu_config.channel_tile = 16; } #endif } static void init_f32_prelu_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) { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__neon_2x8; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 8; } else if (!XNN_PLATFORM_MOBILE) { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__scalar_2x4; f32_prelu_config.row_tile = 4; f32_prelu_config.channel_tile = 4; } #elif XNN_ARCH_ARM64 f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__neon_2x8; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 8; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (!XNN_PLATFORM_MOBILE && hardware_config->use_x86_avx512f) { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__avx512f_2x16; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 16; } else if (hardware_config->use_x86_avx) { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__avx_2x16; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 16; } else if (hardware_config->use_x86_sse4_1) { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__sse41_2x8; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 8; } else { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__sse2_2x8; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 8; } #elif XNN_ARCH_WASMRELAXEDSIMD const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->is_x86) { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__wasmrelaxedsimd_iminmax_2x4; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 4; } else { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__wasmrelaxedsimd_laneselect_2x4; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 4; } #elif XNN_ARCH_WASMSIMD const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->is_x86) { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__wasmsimd_iminmax_2x8; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 8; } else { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__wasmsimd_laneselect_2x8; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 8; } #elif XNN_ARCH_WASM const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->is_x86) { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__scalar_2x4; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 4; } else { f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__wasm_2x4; f32_prelu_config.row_tile = 2; f32_prelu_config.channel_tile = 4; } #elif XNN_ARCH_RISCV f32_prelu_config.ukernel = (xnn_prelu_ukernel_fn) xnn_f32_prelu_ukernel__scalar_2x4; f32_prelu_config.row_tile = 4; f32_prelu_config.channel_tile = 4; #endif } #if XNN_PLATFORM_WINDOWS static BOOL CALLBACK init_f16_prelu_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f16_prelu_config(); return TRUE; } static BOOL CALLBACK init_f32_prelu_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f32_prelu_config(); return TRUE; } #endif const struct xnn_prelu_config* xnn_init_f16_prelu_config() { const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); if (hardware_config == NULL || !xnn_is_f16_compatible_config(hardware_config)) { return NULL; } #if XNN_PLATFORM_WINDOWS InitOnceExecuteOnce(&init_guard_f16_prelu, &init_f16_prelu_config_windows, NULL, NULL); #else pthread_once(&init_guard_f16_prelu, &init_f16_prelu_config); #endif return &f16_prelu_config; } const struct xnn_prelu_config* xnn_init_f32_prelu_config() { const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); if (hardware_config == NULL) { return NULL; } #if XNN_PLATFORM_WINDOWS InitOnceExecuteOnce(&init_guard_f32_prelu, &init_f32_prelu_config_windows, NULL, NULL); #else pthread_once(&init_guard_f32_prelu, &init_f32_prelu_config); #endif return &f32_prelu_config; }