// 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 #include "xnnpack/avgpool.h" #include "xnnpack/common.h" #include "xnnpack/config.h" #include "xnnpack/init-once.h" #include "xnnpack/microfnptr.h" #include "xnnpack/microparams-init.h" 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}; XNN_INIT_ONCE_GUARD(f16_avgpool); XNN_INIT_ONCE_GUARD(f32_avgpool); XNN_INIT_ONCE_GUARD(qu8_avgpool); 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_scalar_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_scalar_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_f16c) { 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_scalar_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_scalar_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 && XNN_ENABLE_RISCV_VECTOR f32_avgpool_config.unipass = (xnn_avgpool_unipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9x__rvv_c2v; f32_avgpool_config.multipass = (xnn_avgpool_multipass_ukernel_fn) xnn_f32_avgpool_minmax_ukernel_9p8x__rvv_c2v; 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__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_scalar_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_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_scalar_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_scalar_params; qu8_avgpool_config.primary_tile = 9; qu8_avgpool_config.incremental_tile = 8; qu8_avgpool_config.channel_tile = 8; #else 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_params; qu8_avgpool_config.primary_tile = 9; qu8_avgpool_config.incremental_tile = 8; qu8_avgpool_config.channel_tile = 1; #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; } XNN_INIT_ONCE(f16_avgpool); 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; } XNN_INIT_ONCE(f32_avgpool); 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; } XNN_INIT_ONCE(qu8_avgpool); return &qu8_avgpool_config; }