// 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/common.h" #include "xnnpack/config.h" #include "xnnpack/init-once.h" #include "xnnpack/microfnptr.h" #include "xnnpack/microparams-init.h" #include "xnnpack/spmm.h" 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}; XNN_INIT_ONCE_GUARD(f16_spmm); XNN_INIT_ONCE_GUARD(f32_spmm); XNN_INIT_ONCE_GUARD(f32_spmm2); XNN_INIT_ONCE_GUARD(f32_spmm4); 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_scalar_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_scalar_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_scalar_params; f32_spmm_config.mr = 32; f32_spmm_config.nr = 1; #elif 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__wasmrelaxedsimd_x86; f32_spmm_config.init.f32 = xnn_init_f32_minmax_scalar_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__wasmrelaxedsimd_arm; f32_spmm_config.init.f32 = xnn_init_f32_minmax_scalar_params; f32_spmm_config.mr = 32; f32_spmm_config.nr = 1; } #elif XNN_ARCH_WASMSIMD 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_scalar_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_scalar_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_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; #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; #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; } XNN_INIT_ONCE(f16_spmm); 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; } XNN_INIT_ONCE(f32_spmm); 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; } XNN_INIT_ONCE(f32_spmm2); 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; } XNN_INIT_ONCE(f32_spmm4); return &f32_spmm4_config; }