/* * SPDX-FileCopyrightText: Copyright 2010-2024 Arm Limited and/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_fully_connected_s8 * Description: Fully connected function compatible with TF Lite. * * $Date: 19 Aug 2024 * $Revision: V.1.0.0 * * Target : Arm(R) M-Profile Architecture * * -------------------------------------------------------------------- */ #include "arm_nnfunctions.h" #include "arm_nnsupportfunctions.h" /** * @ingroup Public */ /** * @addtogroup FC * @{ */ /* * S8 basic fully-connected and matrix multiplication layer function for TensorFlow Lite * * Refer header file for details. * */ arm_cmsis_nn_status arm_fully_connected_wrapper_s8(const cmsis_nn_context *ctx, const cmsis_nn_fc_params *fc_params, const cmsis_nn_quant_params *quant_params, const cmsis_nn_dims *input_dims, const int8_t *input_data, const cmsis_nn_dims *filter_dims, const int8_t *filter_data, const cmsis_nn_dims *bias_dims, const int32_t *bias_data, const cmsis_nn_dims *output_dims, int8_t *output_data) { if (quant_params->is_per_channel) { const cmsis_nn_per_channel_quant_params per_channel_quant_params = {quant_params->multiplier, quant_params->shift}; return arm_fully_connected_per_channel_s8(ctx, fc_params, &per_channel_quant_params, input_dims, input_data, filter_dims, filter_data, bias_dims, bias_data, output_dims, output_data); } else { const cmsis_nn_per_tensor_quant_params per_tensor_quant_params = {*quant_params->multiplier, *quant_params->shift}; return arm_fully_connected_s8(ctx, fc_params, &per_tensor_quant_params, input_dims, input_data, filter_dims, filter_data, bias_dims, bias_data, output_dims, output_data); } } /** * @} end of FC group */