// 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_ibilinear_config f16_ibilinear_config = {0}; static struct xnn_ibilinear_config f32_ibilinear_config = {0}; static struct xnn_ibilinear_config s8_ibilinear_config = {0}; static struct xnn_ibilinear_config u8_ibilinear_config = {0}; #if XNN_PLATFORM_WINDOWS static INIT_ONCE init_guard_f16_ibilinear = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_f32_ibilinear = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_s8_ibilinear = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_u8_ibilinear = INIT_ONCE_STATIC_INIT; #else static pthread_once_t init_guard_f16_ibilinear = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_f32_ibilinear = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_s8_ibilinear = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_u8_ibilinear = PTHREAD_ONCE_INIT; #endif static void init_f16_ibilinear_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_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f16_ibilinear_ukernel__neonfp16arith_c8; f16_ibilinear_config.pixel_tile = 1; f16_ibilinear_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_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f16_ibilinear_ukernel__neonfp16arith_c8; f16_ibilinear_config.pixel_tile = 1; f16_ibilinear_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_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f16_ibilinear_ukernel__fma3_c8; f16_ibilinear_config.pixel_tile = 1; f16_ibilinear_config.channel_tile = 8; } #endif } static void init_f32_ibilinear_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_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f32_ibilinear_ukernel__neon_c8; f32_ibilinear_config.pixel_tile = 1; f32_ibilinear_config.channel_tile = 8; } else if (!XNN_PLATFORM_MOBILE) { f32_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f32_ibilinear_ukernel__scalar_c2; f32_ibilinear_config.pixel_tile = 1; f32_ibilinear_config.channel_tile = 2; } #elif XNN_ARCH_ARM64 f32_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f32_ibilinear_ukernel__neonfma_c8; f32_ibilinear_config.pixel_tile = 1; f32_ibilinear_config.channel_tile = 8; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 f32_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f32_ibilinear_ukernel__sse_c8; f32_ibilinear_config.pixel_tile = 1; f32_ibilinear_config.channel_tile = 8; #elif XNN_ARCH_WASMRELAXEDSIMD f32_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f32_ibilinear_ukernel__wasmrelaxedsimd_c8; f32_ibilinear_config.pixel_tile = 1; f32_ibilinear_config.channel_tile = 8; #elif XNN_ARCH_WASMSIMD f32_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f32_ibilinear_ukernel__wasmsimd_c8; f32_ibilinear_config.pixel_tile = 1; f32_ibilinear_config.channel_tile = 8; #elif XNN_ARCH_WASM f32_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f32_ibilinear_ukernel__scalar_c2; f32_ibilinear_config.pixel_tile = 1; f32_ibilinear_config.channel_tile = 2; #elif XNN_ARCH_RISCV f32_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_f32_ibilinear_ukernel__scalar_c2; f32_ibilinear_config.pixel_tile = 1; f32_ibilinear_config.channel_tile = 2; #endif } static void init_s8_ibilinear_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_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_s8_ibilinear_ukernel__neon_c8; s8_ibilinear_config.pixel_tile = 1; s8_ibilinear_config.channel_tile = 8; } else if (!XNN_PLATFORM_MOBILE) { s8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_s8_ibilinear_ukernel__scalar_c1; s8_ibilinear_config.pixel_tile = 1; s8_ibilinear_config.channel_tile = 1; } #elif XNN_ARCH_ARM64 s8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_s8_ibilinear_ukernel__neon_c16; s8_ibilinear_config.pixel_tile = 1; s8_ibilinear_config.channel_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_sse4_1) { s8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_s8_ibilinear_ukernel__sse41_c16; s8_ibilinear_config.pixel_tile = 1; s8_ibilinear_config.channel_tile = 16; } else { s8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_s8_ibilinear_ukernel__sse2_c8; s8_ibilinear_config.pixel_tile = 1; s8_ibilinear_config.channel_tile = 8; } #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD s8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_s8_ibilinear_ukernel__wasmsimd_dot16x2_c8; s8_ibilinear_config.pixel_tile = 1; s8_ibilinear_config.channel_tile = 8; #elif XNN_ARCH_WASM s8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_s8_ibilinear_ukernel__scalar_c1; s8_ibilinear_config.pixel_tile = 1; s8_ibilinear_config.channel_tile = 1; #elif XNN_ARCH_RISCV s8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_s8_ibilinear_ukernel__scalar_c1; s8_ibilinear_config.pixel_tile = 1; s8_ibilinear_config.channel_tile = 1; #endif } static void init_u8_ibilinear_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_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_u8_ibilinear_ukernel__neon_c8; u8_ibilinear_config.pixel_tile = 1; u8_ibilinear_config.channel_tile = 8; } else if (!XNN_PLATFORM_MOBILE) { u8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_u8_ibilinear_ukernel__scalar_c1; u8_ibilinear_config.pixel_tile = 1; u8_ibilinear_config.channel_tile = 1; } #elif XNN_ARCH_ARM64 u8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_u8_ibilinear_ukernel__neon_c16; u8_ibilinear_config.pixel_tile = 1; u8_ibilinear_config.channel_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_sse4_1) { u8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_u8_ibilinear_ukernel__sse41_c16; u8_ibilinear_config.pixel_tile = 1; u8_ibilinear_config.channel_tile = 16; } else { u8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_u8_ibilinear_ukernel__sse2_c8; u8_ibilinear_config.pixel_tile = 1; u8_ibilinear_config.channel_tile = 8; } #elif XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD u8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_u8_ibilinear_ukernel__wasmsimd_dot16x2_c8; u8_ibilinear_config.pixel_tile = 1; u8_ibilinear_config.channel_tile = 8; #elif XNN_ARCH_WASM u8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_u8_ibilinear_ukernel__scalar_c1; u8_ibilinear_config.pixel_tile = 1; u8_ibilinear_config.channel_tile = 1; #elif XNN_ARCH_RISCV u8_ibilinear_config.ukernel = (xnn_ibilinear_ukernel_fn) xnn_u8_ibilinear_ukernel__scalar_c1; u8_ibilinear_config.pixel_tile = 1; u8_ibilinear_config.channel_tile = 1; #endif } #if XNN_PLATFORM_WINDOWS static BOOL CALLBACK init_f16_ibilinear_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f16_ibilinear_config(); return TRUE; } static BOOL CALLBACK init_f32_ibilinear_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f32_ibilinear_config(); return TRUE; } static BOOL CALLBACK init_s8_ibilinear_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_s8_ibilinear_config(); return TRUE; } static BOOL CALLBACK init_u8_ibilinear_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_u8_ibilinear_config(); return TRUE; } #endif const struct xnn_ibilinear_config* xnn_init_f16_ibilinear_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_ibilinear, &init_f16_ibilinear_config_windows, NULL, NULL); #else pthread_once(&init_guard_f16_ibilinear, &init_f16_ibilinear_config); #endif return &f16_ibilinear_config; } const struct xnn_ibilinear_config* xnn_init_f32_ibilinear_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_ibilinear, &init_f32_ibilinear_config_windows, NULL, NULL); #else pthread_once(&init_guard_f32_ibilinear, &init_f32_ibilinear_config); #endif return &f32_ibilinear_config; } const struct xnn_ibilinear_config* xnn_init_s8_ibilinear_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_ibilinear, &init_s8_ibilinear_config_windows, NULL, NULL); #else pthread_once(&init_guard_s8_ibilinear, &init_s8_ibilinear_config); #endif return &s8_ibilinear_config; } const struct xnn_ibilinear_config* xnn_init_u8_ibilinear_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_ibilinear, &init_u8_ibilinear_config_windows, NULL, NULL); #else pthread_once(&init_guard_u8_ibilinear, &init_u8_ibilinear_config); #endif return &u8_ibilinear_config; }