// 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 #include static struct xnn_avgpool_config f16_avgpool_config = {0}; static struct xnn_avgpool_config f32_avgpool_config = {0}; static struct xnn_avgpool_config qu8_avgpool_config = {0}; #if XNN_PLATFORM_WINDOWS static INIT_ONCE init_guard_f16_avgpool = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_f32_avgpool = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_qu8_avgpool = INIT_ONCE_STATIC_INIT; #else static pthread_once_t init_guard_f16_avgpool = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_f32_avgpool = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_qu8_avgpool = PTHREAD_ONCE_INIT; #endif static void init_f16_avgpool_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_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f16_avgpool_minmax_ukernel_9x__neonfp16arith_c8; f16_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f16_avgpool_minmax_ukernel_9p8x__neonfp16arith_c8; f16_avgpool_config.init.f16 = xnn_init_f16_scaleminmax_fp16arith_params; f16_avgpool_config.primary_tile = 9; f16_avgpool_config.incremental_tile = 8; f16_avgpool_config.channel_tile = 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_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f16_avgpool_minmax_ukernel_9x__neonfp16arith_c8; f16_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f16_avgpool_minmax_ukernel_9p8x__neonfp16arith_c8; f16_avgpool_config.init.f16 = xnn_init_f16_scaleminmax_fp16arith_params; f16_avgpool_config.primary_tile = 9; f16_avgpool_config.incremental_tile = 8; f16_avgpool_config.channel_tile = 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_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f16_avgpool_minmax_ukernel_9x__f16c_c8; f16_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f16_avgpool_minmax_ukernel_9p8x__f16c_c8; f16_avgpool_config.init.f16 = xnn_init_f16_scaleminmax_avx_params; f16_avgpool_config.primary_tile = 9; f16_avgpool_config.incremental_tile = 8; f16_avgpool_config.channel_tile = 8; } #endif } static void init_f32_avgpool_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_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9x__neon_c4; f32_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9p8x__neon_c4; f32_avgpool_config.init.f32 = xnn_init_f32_scaleminmax_scalar_params; f32_avgpool_config.primary_tile = 9; f32_avgpool_config.incremental_tile = 8; f32_avgpool_config.channel_tile = 4; } else if (!XNN_PLATFORM_MOBILE) { f32_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9x__scalar_c1; f32_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9p8x__scalar_c1; f32_avgpool_config.init.f32 = xnn_init_f32_scaleminmax_scalar_params; f32_avgpool_config.primary_tile = 9; f32_avgpool_config.incremental_tile = 8; f32_avgpool_config.channel_tile = 1; } #elif XNN_ARCH_ARM64 f32_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9x__neon_c4; f32_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9p8x__neon_c4; f32_avgpool_config.init.f32 = xnn_init_f32_scaleminmax_scalar_params; f32_avgpool_config.primary_tile = 9; f32_avgpool_config.incremental_tile = 8; f32_avgpool_config.channel_tile = 4; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 f32_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9x__sse_c4; f32_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9p8x__sse_c4; f32_avgpool_config.init.f32 = xnn_init_f32_scaleminmax_sse_params; f32_avgpool_config.primary_tile = 9; f32_avgpool_config.incremental_tile = 8; f32_avgpool_config.channel_tile = 4; #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_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9x__wasmsimd_x86_c4; f32_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9p8x__wasmsimd_x86_c4; f32_avgpool_config.init.f32 = xnn_init_f32_scaleminmax_scalar_params; f32_avgpool_config.primary_tile = 9; f32_avgpool_config.incremental_tile = 8; f32_avgpool_config.channel_tile = 4; } else { f32_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9x__wasmsimd_arm_c4; f32_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9p8x__wasmsimd_arm_c4; f32_avgpool_config.init.f32 = xnn_init_f32_scaleminmax_scalar_params; f32_avgpool_config.primary_tile = 9; f32_avgpool_config.incremental_tile = 8; f32_avgpool_config.channel_tile = 4; } #elif XNN_ARCH_WASM f32_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9x__wasm_c1; f32_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9p8x__wasm_c1; f32_avgpool_config.init.f32 = xnn_init_f32_scaleminmax_scalar_params; f32_avgpool_config.primary_tile = 9; f32_avgpool_config.incremental_tile = 8; f32_avgpool_config.channel_tile = 1; #elif XNN_ARCH_RISCV f32_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9x__scalar_c1; f32_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9p8x__scalar_c1; f32_avgpool_config.init.f32 = xnn_init_f32_scaleminmax_scalar_params; f32_avgpool_config.primary_tile = 9; f32_avgpool_config.incremental_tile = 8; f32_avgpool_config.channel_tile = 1; #endif } static void init_qu8_avgpool_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) { qu8_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9x__neon_c8; qu8_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9p8x__neon_c8; qu8_avgpool_config.init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_neon_params; qu8_avgpool_config.primary_tile = 9; qu8_avgpool_config.incremental_tile = 8; qu8_avgpool_config.channel_tile = 8; } else if (!XNN_PLATFORM_MOBILE) { qu8_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9x__scalar_imagic_c1; qu8_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9p8x__scalar_imagic_c1; qu8_avgpool_config.init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_scalar_imagic_params; qu8_avgpool_config.primary_tile = 9; qu8_avgpool_config.incremental_tile = 8; qu8_avgpool_config.channel_tile = 1; } #elif XNN_ARCH_ARM64 qu8_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9x__neon_c8; qu8_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9p8x__neon_c8; qu8_avgpool_config.init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_neon_params; qu8_avgpool_config.primary_tile = 9; qu8_avgpool_config.incremental_tile = 8; qu8_avgpool_config.channel_tile = 8; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 qu8_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9x__sse2_c8; qu8_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9p8x__sse2_c8; qu8_avgpool_config.init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_sse2_params; qu8_avgpool_config.primary_tile = 9; qu8_avgpool_config.incremental_tile = 8; qu8_avgpool_config.channel_tile = 8; #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD qu8_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9x__scalar_imagic_c1; qu8_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9p8x__scalar_imagic_c1; qu8_avgpool_config.init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_scalar_imagic_params; qu8_avgpool_config.primary_tile = 9; qu8_avgpool_config.incremental_tile = 8; qu8_avgpool_config.channel_tile = 1; #elif XNN_ARCH_WASM qu8_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9x__scalar_imagic_c1; qu8_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9p8x__scalar_imagic_c1; qu8_avgpool_config.init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_scalar_imagic_params; qu8_avgpool_config.primary_tile = 9; qu8_avgpool_config.incremental_tile = 8; qu8_avgpool_config.channel_tile = 1; #elif XNN_ARCH_RISCV qu8_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9x__scalar_imagic_c1; qu8_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_qu8_avgpool_minmax_fp32_ukernel_9p8x__scalar_imagic_c1; qu8_avgpool_config.init.qu8 = xnn_init_qu8_avgpool_minmax_fp32_scalar_imagic_params; qu8_avgpool_config.primary_tile = 9; qu8_avgpool_config.incremental_tile = 8; qu8_avgpool_config.channel_tile = 1; #endif } #if XNN_PLATFORM_WINDOWS static BOOL CALLBACK init_f16_avgpool_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f16_avgpool_config(); return TRUE; } static BOOL CALLBACK init_f32_avgpool_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f32_avgpool_config(); return TRUE; } static BOOL CALLBACK init_qu8_avgpool_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_qu8_avgpool_config(); return TRUE; } #endif const struct xnn_avgpool_config* xnn_init_f16_avgpool_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_avgpool, &init_f16_avgpool_config_windows, NULL, NULL); #else pthread_once(&init_guard_f16_avgpool, &init_f16_avgpool_config); #endif return &f16_avgpool_config; } const struct xnn_avgpool_config* xnn_init_f32_avgpool_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_avgpool, &init_f32_avgpool_config_windows, NULL, NULL); #else pthread_once(&init_guard_f32_avgpool, &init_f32_avgpool_config); #endif return &f32_avgpool_config; } const struct xnn_avgpool_config* xnn_init_qu8_avgpool_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_qu8_avgpool, &init_qu8_avgpool_config_windows, NULL, NULL); #else pthread_once(&init_guard_qu8_avgpool, &init_qu8_avgpool_config); #endif return &qu8_avgpool_config; }