/* * SPDX-FileCopyrightText: Copyright 2023 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_convolve_get_buffer_sizes_s4.c * Description: Collection of get buffer size functions for the various s4 convolution layer functions. * * $Date: 01 November 2023 * $Revision: V.1.0.0 * * Target : Arm(R) M-Profile Architecture * * -------------------------------------------------------------------- */ #include "Internal/arm_nn_compiler.h" #include "arm_nnfunctions.h" /** * @ingroup NNConv */ /** * @addtogroup GetBufferSizeNNConv * @{ */ int32_t arm_convolve_s4_get_buffer_size(const cmsis_nn_dims *input_dims, const cmsis_nn_dims *filter_dims) { const int32_t rhs_cols = filter_dims->w * filter_dims->h * input_dims->c; return (2 * rhs_cols) * (int32_t)sizeof(int16_t); } int32_t arm_convolve_1x1_s4_fast_get_buffer_size(const cmsis_nn_dims *input_dims) { (void)input_dims; return 0; } /* * Get the required buffer size for arm_convolve_wrapper_s4. This is the * recommended convolve wrapper s4 function. * * Refer to header file for details. * */ int32_t arm_convolve_wrapper_s4_get_buffer_size(const cmsis_nn_conv_params *conv_params, const cmsis_nn_dims *input_dims, const cmsis_nn_dims *filter_dims, const cmsis_nn_dims *output_dims) { (void)output_dims; if ((conv_params->padding.w == 0) && (conv_params->padding.h == 0) && (filter_dims->w == 1) && (filter_dims->h == 1) && (conv_params->dilation.w == 1 && conv_params->dilation.h == 1)) { if ((conv_params->stride.w == 1) && (conv_params->stride.h == 1)) { return arm_convolve_1x1_s4_fast_get_buffer_size(input_dims); } else { return 0; } } else { return arm_convolve_s4_get_buffer_size(input_dims, filter_dims); } } int32_t arm_convolve_wrapper_s4_get_buffer_size_mve(const cmsis_nn_conv_params *conv_params, const cmsis_nn_dims *input_dims, const cmsis_nn_dims *filter_dims, const cmsis_nn_dims *output_dims) { return arm_convolve_wrapper_s4_get_buffer_size(conv_params, input_dims, filter_dims, output_dims); } int32_t arm_convolve_wrapper_s4_get_buffer_size_dsp(const cmsis_nn_conv_params *conv_params, const cmsis_nn_dims *input_dims, const cmsis_nn_dims *filter_dims, const cmsis_nn_dims *output_dims) { return arm_convolve_wrapper_s4_get_buffer_size(conv_params, input_dims, filter_dims, output_dims); } /** * @} end of GetBufferSizeNNConv group */