/* * 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_s16.c * Description: Collection of get buffer size functions for the various s16 convolution layer functions. * * $Date: 30 January 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 * @{ */ __STATIC_INLINE int32_t arm_convolve_fast_s16_get_buffer_size_dsp(const cmsis_nn_dims *input_dims, const cmsis_nn_dims *filter_dims) { return (2 * input_dims->c * filter_dims->w * filter_dims->h) * (int32_t)sizeof(int16_t); } int32_t arm_convolve_fast_s16_get_buffer_size(const cmsis_nn_dims *input_dims, const cmsis_nn_dims *filter_dims) { #if defined(ARM_MATH_DSP) && !defined(ARM_MATH_MVEI) return arm_convolve_fast_s16_get_buffer_size_dsp(input_dims, filter_dims); #else (void)input_dims; (void)filter_dims; return 0; #endif } int32_t arm_convolve_s16_get_buffer_size(const cmsis_nn_dims *input_dims, const cmsis_nn_dims *filter_dims) { (void)input_dims; (void)filter_dims; return 0; } /* * Get the required buffer size for arm_convolve_wrapper_s16. This is the recommended function convolve wrapper s16 * function. * * Refer to header file for details. * */ int32_t arm_convolve_wrapper_s16_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) { #if defined(ARM_MATH_DSP) && !defined(ARM_MATH_MVEI) return arm_convolve_wrapper_s16_get_buffer_size_dsp(conv_params, input_dims, filter_dims, output_dims); #else (void)conv_params; (void)output_dims; // MVE and scalar implementation have same buffer requirements return arm_convolve_s16_get_buffer_size(input_dims, filter_dims); #endif } int32_t arm_convolve_wrapper_s16_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) { (void)output_dims; if (filter_dims->w * filter_dims->h * input_dims->c < 512 && (conv_params->dilation.w == 1 && conv_params->dilation.h == 1)) { return arm_convolve_fast_s16_get_buffer_size_dsp(input_dims, filter_dims); } else { return arm_convolve_s16_get_buffer_size(input_dims, filter_dims); } } int32_t arm_convolve_wrapper_s16_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_s16_get_buffer_size(conv_params, input_dims, filter_dims, output_dims); } /** * @} end of GetBufferSizeNNConv group */