/* * Copyright (C) 2022 Arm Limited or its affiliates. * * 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_elementwise_mul_s16 * Description: Element wise multiplication * * $Date: 10 May 2022 * $Revision: V.2.1.0 * * Target Processor: Cortex-M cores * * -------------------------------------------------------------------- */ #include "arm_nnfunctions.h" #include "arm_nnsupportfunctions.h" /** * @ingroup groupNN */ /** * @addtogroup BasicMath * @{ */ /** * @brief s16 element wise multiplication of two vectors * * @note Refer header file for details. * */ arm_cmsis_nn_status arm_elementwise_mul_s16(const int16_t *input_1_vect, const int16_t *input_2_vect, const int32_t input_1_offset, const int32_t input_2_offset, int16_t *output, const int32_t out_offset, const int32_t out_mult, const int32_t out_shift, const int32_t out_activation_min, const int32_t out_activation_max, const int32_t block_size) { (void)input_1_offset; (void)input_2_offset; (void)out_offset; int32_t input_1; int32_t input_2; int32_t mul_res; int32_t two_halfword_1, two_halfword_2; int16_t mul_1, mul_2; int32_t loop_count = block_size / 2; while (loop_count > 0) { two_halfword_1 = arm_nn_read_q15x2_ia(&input_1_vect); two_halfword_2 = arm_nn_read_q15x2_ia(&input_2_vect); input_1 = (int16_t)(two_halfword_1 & 0xFFFF); input_2 = (int16_t)(two_halfword_2 & 0xFFFF); mul_res = input_1 * input_2; mul_res = arm_nn_requantize(mul_res, out_mult, out_shift); mul_res = MAX(mul_res, out_activation_min); mul_res = MIN(mul_res, out_activation_max); mul_1 = (int16_t)mul_res; input_1 = (int16_t)(two_halfword_1 >> 16); input_2 = (int16_t)(two_halfword_2 >> 16); mul_res = input_1 * input_2; mul_res = arm_nn_requantize(mul_res, out_mult, out_shift); mul_res = MAX(mul_res, out_activation_min); mul_res = MIN(mul_res, out_activation_max); mul_2 = (int16_t)mul_res; arm_nn_write_q15x2_ia(&output, PACK_Q15x2_32x1(mul_1, mul_2)); loop_count--; } loop_count = block_size & 0x1; while (loop_count > 0) { /* C = A * B */ input_1 = *input_1_vect++; input_2 = *input_2_vect++; mul_res = input_1 * input_2; mul_res = arm_nn_requantize(mul_res, out_mult, out_shift); mul_res = MAX(mul_res, out_activation_min); mul_res = MIN(mul_res, out_activation_max); *output++ = (int16_t)mul_res; /* Decrement loop counter */ loop_count--; } return ARM_CMSIS_NN_SUCCESS; } /** * @} end of BasicMath group */