/* * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved. * * SPDX-License-Identifier: Apache-2.0 * * Licensed under the Apache License, Version 2.0 (the License); you may * not use this file except in compliance with the License. * You may obtain a copy of the License at * * www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an AS IS BASIS, WITHOUT * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ /* ---------------------------------------------------------------------- * Project: CMSIS NN Library * Title: arm_nn_mat_mul_core_1x_s8.c * Description: General Matrix-multiplication function * * $Date: January 20, 2020 * $Revision: V.1.0.1 * * Target Processor: Cortex-M cores * -------------------------------------------------------------------- */ #include "cmsis/CMSIS/DSP/Include/arm_math.h" #include "cmsis/CMSIS/NN/Include/arm_nnfunctions.h" /** * @ingroup groupSupport */ /** * @addtogroup NNBasicMath * @{ */ /* * s8 matrix multiplication to process 1 row * * Refer header file for details. * */ arm_status arm_nn_mat_mul_core_1x_s8(int32_t row_elements, const int8_t *row_base, const int8_t *col_base, int32_t *const sum_col, int32_t *const output) { int32_t acc_n0 = 0; int32_t sum_tmp = 0; #if defined(ARM_MATH_MVEI) && !defined(ARM_MATH_AUTOVECTORIZE) __asm volatile ( " vldrb.8 q0, [%[col]], 16 \n" " wlstp.8 lr, %[cnt], 1f \n" "2: \n" " vaddva.s8 %[sum], q0 \n" " vldrb.8 q1, [%[row0]], 16 \n" " vmladava.s8 %[out0], q0, q1 \n" " vldrb.8 q0, [%[col]], 16 \n" " letp lr, 2b \n" "1: \n" :[col] "+r"(col_base) ,[sum] "+Te"(sum_tmp) ,[row0] "+r"(row_base) ,[out0] "+Te"(acc_n0) :[cnt] "r"(row_elements) :"q0","q1", "memory", "r14"); #else for (int i = 0; i < row_elements; i++) { sum_tmp += col_base[i]; acc_n0 += row_base[i] * col_base[i]; } #endif *sum_col = sum_tmp; *output = acc_n0; return ARM_MATH_SUCCESS; } /** * @} end of NNBasicMath group */