/* * Copyright (C) 2010-2018 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. */ #include "ref_functions.h" void arm_fully_connected_mat_q7_vec_q15_ref(const q15_t * pV, // pointer to vector const q7_t * pM, // pointer to matrix const uint16_t dim_vec, // length of the vector const uint16_t num_of_rows, // numCol of A const uint16_t bias_shift, // amount of left-shift for bias const uint16_t out_shift, // amount of right-shift for output const q7_t * bias, q15_t * pOut, // output operand q15_t * vec_buffer) { for (int i = 0; i < num_of_rows; i++) { #ifndef ARM_NN_TRUNCATE int ip_out = (bias[i] << bias_shift) + (0x1 << (out_shift - 1)); #else int ip_out = bias[i] << bias_shift; #endif for (int j = 0; j < dim_vec; j++) { ip_out += pV[j] * pM[i * dim_vec + j]; } pOut[i] = (q15_t) __SSAT((ip_out >> out_shift), 16); } }