// 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_reduce_config f16_f32acc_rsum_config = {0}; static struct xnn_reduce_config f32_rminmax_config = {0}; static struct xnn_reduce_config f32_rsum_config = {0}; #if XNN_PLATFORM_WINDOWS static INIT_ONCE init_guard_f16_f32acc_rsum = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_f32_rminmax = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_f32_rsum = INIT_ONCE_STATIC_INIT; #else static pthread_once_t init_guard_f16_f32acc_rsum = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_f32_rminmax = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_f32_rsum = PTHREAD_ONCE_INIT; #endif static void init_f16_f32acc_rsum_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_f32acc_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f16_f32acc_rsum_ukernel__neonfp16_x32_acc4, .init.f16_f32acc_scale = xnn_init_f16_f32acc_scale_scalar_params, .element_tile = 32, }; } #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_f32acc_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f16_f32acc_rsum_ukernel__neonfp16_x32_acc4, .init.f16_f32acc_scale = xnn_init_f16_f32acc_scale_scalar_params, .element_tile = 32, }; } #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_f16c) { f16_f32acc_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f16_f32acc_rsum_ukernel__f16c_x32_acc4, .init.f16_f32acc_scale = xnn_init_f16_f32acc_scale_avx_params, .element_tile = 32, }; } #endif } static void init_f32_rminmax_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_rminmax_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rminmax_ukernel__neon_x16_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 16, }; } else if (!XNN_PLATFORM_MOBILE) { f32_rminmax_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rminmax_ukernel__scalar_x4_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 4, }; } #elif XNN_ARCH_ARM64 f32_rminmax_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rminmax_ukernel__neon_x16_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 16, }; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 f32_rminmax_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rminmax_ukernel__sse_x16_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 16, }; #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD f32_rminmax_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rminmax_ukernel__wasmsimd_minmax_x16_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 16, }; #elif XNN_ARCH_WASM f32_rminmax_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rminmax_ukernel__wasm_x4_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 4, }; #elif XNN_ARCH_RISCV f32_rminmax_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rminmax_ukernel__scalar_x4_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 4, }; #endif } static void init_f32_rsum_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_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rsum_ukernel__neon_x16_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 16, }; } else if (!XNN_PLATFORM_MOBILE) { f32_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rsum_ukernel__scalar_x4_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 4, }; } #elif XNN_ARCH_ARM64 f32_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rsum_ukernel__neon_x16_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 16, }; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->use_x86_avx) { f32_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rsum_ukernel__avx_x32_acc4, .init.f32_scale = xnn_init_f32_scale_avx_params, .element_tile = 32, }; } else { f32_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rsum_ukernel__sse_x16_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 16, }; } #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD f32_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rsum_ukernel__wasmsimd_x16_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 16, }; #elif XNN_ARCH_WASM f32_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rsum_ukernel__scalar_x4_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 4, }; #elif XNN_ARCH_RISCV f32_rsum_config = (struct xnn_reduce_config) { .ukernel = (xnn_reduce_ukernel_fn) xnn_f32_rsum_ukernel__scalar_x4_acc4, .init.f32_scale = xnn_init_f32_scale_scalar_params, .element_tile = 4, }; #endif } #if XNN_PLATFORM_WINDOWS static BOOL CALLBACK init_f16_f32acc_rsum_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f16_f32acc_rsum_config(); return TRUE; } static BOOL CALLBACK init_f32_rminmax_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f32_rminmax_config(); return TRUE; } static BOOL CALLBACK init_f32_rsum_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f32_rsum_config(); return TRUE; } #endif const struct xnn_reduce_config* xnn_init_f16_f32acc_rsum_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_f32acc_rsum, &init_f16_f32acc_rsum_config_windows, NULL, NULL); #else pthread_once(&init_guard_f16_f32acc_rsum, &init_f16_f32acc_rsum_config); #endif return &f16_f32acc_rsum_config; } const struct xnn_reduce_config* xnn_init_f32_rminmax_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_rminmax, &init_f32_rminmax_config_windows, NULL, NULL); #else pthread_once(&init_guard_f32_rminmax, &init_f32_rminmax_config); #endif return &f32_rminmax_config; } const struct xnn_reduce_config* xnn_init_f32_rsum_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_rsum, &init_f32_rsum_config_windows, NULL, NULL); #else pthread_once(&init_guard_f32_rsum, &init_f32_rsum_config); #endif return &f32_rsum_config; }