// 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_maxpool_config f16_maxpool_config = {0}; static struct xnn_maxpool_config f32_maxpool_config = {0}; static struct xnn_maxpool_config s8_maxpool_config = {0}; static struct xnn_maxpool_config u8_maxpool_config = {0}; #if XNN_PLATFORM_WINDOWS static INIT_ONCE init_guard_f16_maxpool = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_f32_maxpool = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_s8_maxpool = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_u8_maxpool = INIT_ONCE_STATIC_INIT; #else static pthread_once_t init_guard_f16_maxpool = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_f32_maxpool = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_s8_maxpool = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_u8_maxpool = PTHREAD_ONCE_INIT; #endif static void init_f16_maxpool_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_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f16_maxpool_minmax_ukernel_9p8x__neonfp16arith_c8; f16_maxpool_config.init.f16 = xnn_init_f16_minmax_fp16arith_params; f16_maxpool_config.first_pass_tile_size = 9; f16_maxpool_config.remainder_pass_tile_size = 8; } #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_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f16_maxpool_minmax_ukernel_9p8x__neonfp16arith_c8; f16_maxpool_config.init.f16 = xnn_init_f16_minmax_fp16arith_params; f16_maxpool_config.first_pass_tile_size = 9; f16_maxpool_config.remainder_pass_tile_size = 8; } #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_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f16_maxpool_minmax_ukernel_9p8x__f16c_c8; f16_maxpool_config.init.f16 = xnn_init_f16_minmax_avx_params; f16_maxpool_config.first_pass_tile_size = 9; f16_maxpool_config.remainder_pass_tile_size = 8; } #endif } static void init_f32_maxpool_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_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f32_maxpool_minmax_ukernel_9p8x__neon_c4; f32_maxpool_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_maxpool_config.first_pass_tile_size = 9; f32_maxpool_config.remainder_pass_tile_size = 8; } else if (!XNN_PLATFORM_MOBILE) { f32_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f32_maxpool_minmax_ukernel_9p8x__scalar_c1; f32_maxpool_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_maxpool_config.first_pass_tile_size = 9; f32_maxpool_config.remainder_pass_tile_size = 8; } #elif XNN_ARCH_ARM64 f32_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f32_maxpool_minmax_ukernel_9p8x__neon_c4; f32_maxpool_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_maxpool_config.first_pass_tile_size = 9; f32_maxpool_config.remainder_pass_tile_size = 8; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 f32_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f32_maxpool_minmax_ukernel_9p8x__sse_c4; f32_maxpool_config.init.f32 = xnn_init_f32_minmax_sse_params; f32_maxpool_config.first_pass_tile_size = 9; f32_maxpool_config.remainder_pass_tile_size = 8; #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); assert(hardware_config != NULL); if (hardware_config->is_x86) { f32_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f32_maxpool_minmax_ukernel_9p8x__wasmsimd_x86_c4; f32_maxpool_config.init.f32 = xnn_init_f32_minmax_wasmsimd_params; f32_maxpool_config.first_pass_tile_size = 9; f32_maxpool_config.remainder_pass_tile_size = 8; } else { f32_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f32_maxpool_minmax_ukernel_9p8x__wasmsimd_arm_c4; f32_maxpool_config.init.f32 = xnn_init_f32_minmax_wasmsimd_params; f32_maxpool_config.first_pass_tile_size = 9; f32_maxpool_config.remainder_pass_tile_size = 8; } #elif XNN_ARCH_WASM f32_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f32_maxpool_minmax_ukernel_9p8x__wasm_c1; f32_maxpool_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_maxpool_config.first_pass_tile_size = 9; f32_maxpool_config.remainder_pass_tile_size = 8; #elif XNN_ARCH_RISCV f32_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_f32_maxpool_minmax_ukernel_9p8x__scalar_c1; f32_maxpool_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_maxpool_config.first_pass_tile_size = 9; f32_maxpool_config.remainder_pass_tile_size = 8; #endif } static void init_s8_maxpool_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) { s8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_s8_maxpool_minmax_ukernel_9p8x__neon_c16; s8_maxpool_config.init.s8 = xnn_init_s8_minmax_neon_params; s8_maxpool_config.first_pass_tile_size = 9; s8_maxpool_config.remainder_pass_tile_size = 8; } else if (!XNN_PLATFORM_MOBILE) { s8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_s8_maxpool_minmax_ukernel_9p8x__scalar_c1; s8_maxpool_config.init.s8 = xnn_init_s8_minmax_scalar_params; s8_maxpool_config.first_pass_tile_size = 9; s8_maxpool_config.remainder_pass_tile_size = 8; } #elif XNN_ARCH_ARM64 s8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_s8_maxpool_minmax_ukernel_9p8x__neon_c16; s8_maxpool_config.init.s8 = xnn_init_s8_minmax_neon_params; s8_maxpool_config.first_pass_tile_size = 9; s8_maxpool_config.remainder_pass_tile_size = 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 (hardware_config->use_x86_sse4_1) { s8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_s8_maxpool_minmax_ukernel_9p8x__sse41_c16; s8_maxpool_config.init.s8 = xnn_init_s8_minmax_sse4_params; s8_maxpool_config.first_pass_tile_size = 9; s8_maxpool_config.remainder_pass_tile_size = 8; } else { s8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_s8_maxpool_minmax_ukernel_9p8x__sse2_c16; s8_maxpool_config.init.s8 = xnn_init_s8_minmax_sse2_params; s8_maxpool_config.first_pass_tile_size = 9; s8_maxpool_config.remainder_pass_tile_size = 8; } #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD s8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_s8_maxpool_minmax_ukernel_9p8x__wasmsimd_c16; s8_maxpool_config.init.s8 = xnn_init_s8_minmax_wasmsimd_params; s8_maxpool_config.first_pass_tile_size = 9; s8_maxpool_config.remainder_pass_tile_size = 8; #elif XNN_ARCH_WASM s8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_s8_maxpool_minmax_ukernel_9p8x__scalar_c1; s8_maxpool_config.init.s8 = xnn_init_s8_minmax_scalar_params; s8_maxpool_config.first_pass_tile_size = 9; s8_maxpool_config.remainder_pass_tile_size = 8; #elif XNN_ARCH_RISCV s8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_s8_maxpool_minmax_ukernel_9p8x__scalar_c1; s8_maxpool_config.init.s8 = xnn_init_s8_minmax_scalar_params; s8_maxpool_config.first_pass_tile_size = 9; s8_maxpool_config.remainder_pass_tile_size = 8; #endif } static void init_u8_maxpool_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) { u8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_u8_maxpool_minmax_ukernel_9p8x__neon_c16; u8_maxpool_config.init.u8 = xnn_init_u8_minmax_neon_params; u8_maxpool_config.first_pass_tile_size = 9; u8_maxpool_config.remainder_pass_tile_size = 8; } else if (!XNN_PLATFORM_MOBILE) { u8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_u8_maxpool_minmax_ukernel_9p8x__scalar_c1; u8_maxpool_config.init.u8 = xnn_init_u8_minmax_scalar_params; u8_maxpool_config.first_pass_tile_size = 9; u8_maxpool_config.remainder_pass_tile_size = 8; } #elif XNN_ARCH_ARM64 u8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_u8_maxpool_minmax_ukernel_9p8x__neon_c16; u8_maxpool_config.init.u8 = xnn_init_u8_minmax_neon_params; u8_maxpool_config.first_pass_tile_size = 9; u8_maxpool_config.remainder_pass_tile_size = 8; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 u8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_u8_maxpool_minmax_ukernel_9p8x__sse2_c16; u8_maxpool_config.init.u8 = xnn_init_u8_minmax_sse2_params; u8_maxpool_config.first_pass_tile_size = 9; u8_maxpool_config.remainder_pass_tile_size = 8; #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD u8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_u8_maxpool_minmax_ukernel_9p8x__wasmsimd_c16; u8_maxpool_config.init.u8 = xnn_init_u8_minmax_wasmsimd_params; u8_maxpool_config.first_pass_tile_size = 9; u8_maxpool_config.remainder_pass_tile_size = 8; #elif XNN_ARCH_WASM u8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_u8_maxpool_minmax_ukernel_9p8x__scalar_c1; u8_maxpool_config.init.u8 = xnn_init_u8_minmax_scalar_params; u8_maxpool_config.first_pass_tile_size = 9; u8_maxpool_config.remainder_pass_tile_size = 8; #elif XNN_ARCH_RISCV u8_maxpool_config.ukernel = (xnn_maxpool_ukernel_fn) xnn_u8_maxpool_minmax_ukernel_9p8x__scalar_c1; u8_maxpool_config.init.u8 = xnn_init_u8_minmax_scalar_params; u8_maxpool_config.first_pass_tile_size = 9; u8_maxpool_config.remainder_pass_tile_size = 8; #endif } #if XNN_PLATFORM_WINDOWS static BOOL CALLBACK init_f16_maxpool_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f16_maxpool_config(); return TRUE; } static BOOL CALLBACK init_f32_maxpool_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f32_maxpool_config(); return TRUE; } static BOOL CALLBACK init_s8_maxpool_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_s8_maxpool_config(); return TRUE; } static BOOL CALLBACK init_u8_maxpool_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_u8_maxpool_config(); return TRUE; } #endif const struct xnn_maxpool_config* xnn_init_f16_maxpool_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_maxpool, &init_f16_maxpool_config_windows, NULL, NULL); #else pthread_once(&init_guard_f16_maxpool, &init_f16_maxpool_config); #endif return &f16_maxpool_config; } const struct xnn_maxpool_config* xnn_init_f32_maxpool_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_maxpool, &init_f32_maxpool_config_windows, NULL, NULL); #else pthread_once(&init_guard_f32_maxpool, &init_f32_maxpool_config); #endif return &f32_maxpool_config; } const struct xnn_maxpool_config* xnn_init_s8_maxpool_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_s8_maxpool, &init_s8_maxpool_config_windows, NULL, NULL); #else pthread_once(&init_guard_s8_maxpool, &init_s8_maxpool_config); #endif return &s8_maxpool_config; } const struct xnn_maxpool_config* xnn_init_u8_maxpool_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_u8_maxpool, &init_u8_maxpool_config_windows, NULL, NULL); #else pthread_once(&init_guard_u8_maxpool, &init_u8_maxpool_config); #endif return &u8_maxpool_config; }