// 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_spmm_config f16_spmm_config = {0}; static struct xnn_spmm_config f32_spmm_config = {0}; static struct xnn_spmm_config f32_spmm2_config = {0}; static struct xnn_spmm_config f32_spmm4_config = {0}; #if XNN_PLATFORM_WINDOWS static INIT_ONCE init_guard_f16_spmm = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_f32_spmm = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_f32_spmm2 = INIT_ONCE_STATIC_INIT; static INIT_ONCE init_guard_f32_spmm4 = INIT_ONCE_STATIC_INIT; #else static pthread_once_t init_guard_f16_spmm = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_f32_spmm = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_f32_spmm2 = PTHREAD_ONCE_INIT; static pthread_once_t init_guard_f32_spmm4 = PTHREAD_ONCE_INIT; #endif static void init_f16_spmm_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_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_pipelined; f16_spmm_config.init.f16 = xnn_init_f16_minmax_fp16arith_params; f16_spmm_config.mr = 32; f16_spmm_config.nr = 1; } #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_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f16_spmm_minmax_ukernel_32x1__neonfp16arith_pipelined; f16_spmm_config.init.f16 = xnn_init_f16_minmax_fp16arith_params; f16_spmm_config.mr = 32; f16_spmm_config.nr = 1; } #endif } static void init_f32_spmm_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_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_32x1__neon; f32_spmm_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm_config.mr = 32; f32_spmm_config.nr = 1; } else if (!XNN_PLATFORM_MOBILE) { f32_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_8x1__scalar; f32_spmm_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm_config.mr = 8; f32_spmm_config.nr = 1; } #elif XNN_ARCH_ARM64 f32_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_32x1__neonfma_pipelined; f32_spmm_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm_config.mr = 32; f32_spmm_config.nr = 1; #elif XNN_ARCH_X86 || XNN_ARCH_X86_64 f32_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_32x1__sse; f32_spmm_config.init.f32 = xnn_init_f32_minmax_sse_params; f32_spmm_config.mr = 32; f32_spmm_config.nr = 1; #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_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_x86; f32_spmm_config.init.f32 = xnn_init_f32_minmax_wasmsimd_params; f32_spmm_config.mr = 32; f32_spmm_config.nr = 1; } else { f32_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_32x1__wasmsimd_arm; f32_spmm_config.init.f32 = xnn_init_f32_minmax_wasmsimd_params; f32_spmm_config.mr = 32; f32_spmm_config.nr = 1; } #elif XNN_ARCH_WASM f32_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_8x1__scalar; f32_spmm_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm_config.mr = 8; f32_spmm_config.nr = 1; #elif XNN_ARCH_RISCV f32_spmm_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_8x1__scalar; f32_spmm_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm_config.mr = 8; f32_spmm_config.nr = 1; #endif } static void init_f32_spmm2_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_spmm2_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_8x2__scalar; f32_spmm2_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm2_config.mr = 8; f32_spmm2_config.nr = 2; } #elif XNN_ARCH_ARM64 f32_spmm2_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_32x2__aarch64_neonfma; f32_spmm2_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm2_config.mr = 32; f32_spmm2_config.nr = 2; #elif XNN_ARCH_WASM f32_spmm2_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_8x2__scalar; f32_spmm2_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm2_config.mr = 8; f32_spmm2_config.nr = 2; #elif XNN_ARCH_RISCV f32_spmm2_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_8x2__scalar; f32_spmm2_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm2_config.mr = 8; f32_spmm2_config.nr = 2; #endif } static void init_f32_spmm4_config(void) { #if XNN_ARCH_ARM if (!XNN_PLATFORM_MOBILE) { f32_spmm4_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_8x4__scalar; f32_spmm4_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm4_config.mr = 8; f32_spmm4_config.nr = 4; } #elif XNN_ARCH_ARM64 f32_spmm4_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_32x4__aarch64_neonfma; f32_spmm4_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm4_config.mr = 32; f32_spmm4_config.nr = 4; #elif XNN_ARCH_WASM f32_spmm4_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_8x4__scalar; f32_spmm4_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm4_config.mr = 8; f32_spmm4_config.nr = 4; #elif XNN_ARCH_RISCV f32_spmm4_config.ukernel = (xnn_spmm_ukernel_fn) xnn_f32_spmm_minmax_ukernel_8x4__scalar; f32_spmm4_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm4_config.mr = 8; f32_spmm4_config.nr = 4; #endif } #if XNN_PLATFORM_WINDOWS static BOOL CALLBACK init_f16_spmm_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f16_spmm_config(); return TRUE; } static BOOL CALLBACK init_f32_spmm_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f32_spmm_config(); return TRUE; } static BOOL CALLBACK init_f32_spmm2_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f32_spmm2_config(); return TRUE; } static BOOL CALLBACK init_f32_spmm4_config_windows(PINIT_ONCE init_once, PVOID parameter, PVOID* context) { init_f32_spmm4_config(); return TRUE; } #endif const struct xnn_spmm_config* xnn_init_f16_spmm_config() { const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); if (hardware_config == NULL || !xnn_is_f16_chw_compatible_config(hardware_config)) { return NULL; } #if XNN_PLATFORM_WINDOWS InitOnceExecuteOnce(&init_guard_f16_spmm, &init_f16_spmm_config_windows, NULL, NULL); #else pthread_once(&init_guard_f16_spmm, &init_f16_spmm_config); #endif return &f16_spmm_config; } const struct xnn_spmm_config* xnn_init_f32_spmm_config() { const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); if (hardware_config == NULL || !xnn_is_chw_compatible_config(hardware_config)) { return NULL; } #if XNN_PLATFORM_WINDOWS InitOnceExecuteOnce(&init_guard_f32_spmm, &init_f32_spmm_config_windows, NULL, NULL); #else pthread_once(&init_guard_f32_spmm, &init_f32_spmm_config); #endif return &f32_spmm_config; } const struct xnn_spmm_config* xnn_init_f32_spmm2_config() { const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); if (hardware_config == NULL || !xnn_is_chw_compatible_config(hardware_config)) { return NULL; } #if XNN_PLATFORM_WINDOWS InitOnceExecuteOnce(&init_guard_f32_spmm2, &init_f32_spmm2_config_windows, NULL, NULL); #else pthread_once(&init_guard_f32_spmm2, &init_f32_spmm2_config); #endif return &f32_spmm2_config; } const struct xnn_spmm_config* xnn_init_f32_spmm4_config() { const struct xnn_hardware_config* hardware_config = xnn_init_hardware_config(); if (hardware_config == NULL || !xnn_is_chw_compatible_config(hardware_config)) { return NULL; } #if XNN_PLATFORM_WINDOWS InitOnceExecuteOnce(&init_guard_f32_spmm4, &init_f32_spmm4_config_windows, NULL, NULL); #else pthread_once(&init_guard_f32_spmm4, &init_f32_spmm4_config); #endif return &f32_spmm4_config; }