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222 lines
8.3 KiB
C
222 lines
8.3 KiB
C
/******************************************************************************
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* @file matrix_functions_f16.h
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* @brief Public header file for CMSIS DSP Library
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* @version V1.10.0
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* @date 08 July 2021
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* Target Processor: Cortex-M and Cortex-A cores
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******************************************************************************/
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/*
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* Copyright (c) 2010-2020 Arm Limited or its affiliates. All rights reserved.
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*
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* SPDX-License-Identifier: Apache-2.0
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*
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* Licensed under the Apache License, Version 2.0 (the License); you may
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* not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an AS IS BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#ifndef _MATRIX_FUNCTIONS_F16_H_
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#define _MATRIX_FUNCTIONS_F16_H_
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#ifdef __cplusplus
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extern "C"
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{
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#endif
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#include "arm_math_types_f16.h"
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#include "arm_math_memory.h"
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#include "dsp/none.h"
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#include "dsp/utils.h"
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#if defined(ARM_FLOAT16_SUPPORTED)
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/**
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* @brief Instance structure for the floating-point matrix structure.
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*/
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typedef struct
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{
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uint16_t numRows; /**< number of rows of the matrix. */
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uint16_t numCols; /**< number of columns of the matrix. */
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float16_t *pData; /**< points to the data of the matrix. */
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} arm_matrix_instance_f16;
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/**
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* @brief Floating-point matrix addition.
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* @param[in] pSrcA points to the first input matrix structure
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* @param[in] pSrcB points to the second input matrix structure
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* @param[out] pDst points to output matrix structure
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* @return The function returns either
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* <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
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*/
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arm_status arm_mat_add_f16(
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const arm_matrix_instance_f16 * pSrcA,
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const arm_matrix_instance_f16 * pSrcB,
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arm_matrix_instance_f16 * pDst);
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/**
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* @brief Floating-point, complex, matrix multiplication.
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* @param[in] pSrcA points to the first input matrix structure
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* @param[in] pSrcB points to the second input matrix structure
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* @param[out] pDst points to output matrix structure
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* @return The function returns either
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* <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
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*/
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arm_status arm_mat_cmplx_mult_f16(
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const arm_matrix_instance_f16 * pSrcA,
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const arm_matrix_instance_f16 * pSrcB,
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arm_matrix_instance_f16 * pDst);
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/**
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* @brief Floating-point matrix transpose.
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* @param[in] pSrc points to the input matrix
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* @param[out] pDst points to the output matrix
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* @return The function returns either <code>ARM_MATH_SIZE_MISMATCH</code>
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* or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
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*/
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arm_status arm_mat_trans_f16(
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const arm_matrix_instance_f16 * pSrc,
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arm_matrix_instance_f16 * pDst);
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/**
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* @brief Floating-point complex matrix transpose.
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* @param[in] pSrc points to the input matrix
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* @param[out] pDst points to the output matrix
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* @return The function returns either <code>ARM_MATH_SIZE_MISMATCH</code>
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* or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
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*/
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arm_status arm_mat_cmplx_trans_f16(
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const arm_matrix_instance_f16 * pSrc,
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arm_matrix_instance_f16 * pDst);
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/**
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* @brief Floating-point matrix multiplication
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* @param[in] pSrcA points to the first input matrix structure
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* @param[in] pSrcB points to the second input matrix structure
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* @param[out] pDst points to output matrix structure
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* @return The function returns either
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* <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
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*/
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arm_status arm_mat_mult_f16(
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const arm_matrix_instance_f16 * pSrcA,
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const arm_matrix_instance_f16 * pSrcB,
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arm_matrix_instance_f16 * pDst);
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/**
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* @brief Floating-point matrix and vector multiplication
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* @param[in] pSrcMat points to the input matrix structure
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* @param[in] pVec points to vector
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* @param[out] pDst points to output vector
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*/
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void arm_mat_vec_mult_f16(
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const arm_matrix_instance_f16 *pSrcMat,
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const float16_t *pVec,
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float16_t *pDst);
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/**
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* @brief Floating-point matrix subtraction
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* @param[in] pSrcA points to the first input matrix structure
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* @param[in] pSrcB points to the second input matrix structure
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* @param[out] pDst points to output matrix structure
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* @return The function returns either
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* <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
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*/
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arm_status arm_mat_sub_f16(
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const arm_matrix_instance_f16 * pSrcA,
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const arm_matrix_instance_f16 * pSrcB,
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arm_matrix_instance_f16 * pDst);
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/**
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* @brief Floating-point matrix scaling.
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* @param[in] pSrc points to the input matrix
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* @param[in] scale scale factor
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* @param[out] pDst points to the output matrix
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* @return The function returns either
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* <code>ARM_MATH_SIZE_MISMATCH</code> or <code>ARM_MATH_SUCCESS</code> based on the outcome of size checking.
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*/
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arm_status arm_mat_scale_f16(
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const arm_matrix_instance_f16 * pSrc,
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float16_t scale,
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arm_matrix_instance_f16 * pDst);
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/**
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* @brief Floating-point matrix initialization.
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* @param[in,out] S points to an instance of the floating-point matrix structure.
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* @param[in] nRows number of rows in the matrix.
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* @param[in] nColumns number of columns in the matrix.
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* @param[in] pData points to the matrix data array.
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*/
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void arm_mat_init_f16(
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arm_matrix_instance_f16 * S,
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uint16_t nRows,
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uint16_t nColumns,
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float16_t * pData);
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/**
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* @brief Floating-point matrix inverse.
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* @param[in] src points to the instance of the input floating-point matrix structure.
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* @param[out] dst points to the instance of the output floating-point matrix structure.
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* @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match.
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* If the input matrix is singular (does not have an inverse), then the algorithm terminates and returns error status ARM_MATH_SINGULAR.
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*/
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arm_status arm_mat_inverse_f16(
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const arm_matrix_instance_f16 * src,
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arm_matrix_instance_f16 * dst);
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/**
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* @brief Floating-point Cholesky decomposition of Symmetric Positive Definite Matrix.
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* @param[in] src points to the instance of the input floating-point matrix structure.
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* @param[out] dst points to the instance of the output floating-point matrix structure.
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* @return The function returns ARM_MATH_SIZE_MISMATCH, if the dimensions do not match.
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* If the input matrix does not have a decomposition, then the algorithm terminates and returns error status ARM_MATH_DECOMPOSITION_FAILURE.
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* If the matrix is ill conditioned or only semi-definite, then it is better using the LDL^t decomposition.
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* The decomposition is returning a lower triangular matrix.
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*/
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arm_status arm_mat_cholesky_f16(
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const arm_matrix_instance_f16 * src,
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arm_matrix_instance_f16 * dst);
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/**
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* @brief Solve UT . X = A where UT is an upper triangular matrix
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* @param[in] ut The upper triangular matrix
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* @param[in] a The matrix a
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* @param[out] dst The solution X of UT . X = A
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* @return The function returns ARM_MATH_SINGULAR, if the system can't be solved.
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*/
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arm_status arm_mat_solve_upper_triangular_f16(
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const arm_matrix_instance_f16 * ut,
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const arm_matrix_instance_f16 * a,
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arm_matrix_instance_f16 * dst);
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/**
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* @brief Solve LT . X = A where LT is a lower triangular matrix
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* @param[in] lt The lower triangular matrix
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* @param[in] a The matrix a
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* @param[out] dst The solution X of LT . X = A
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* @return The function returns ARM_MATH_SINGULAR, if the system can't be solved.
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*/
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arm_status arm_mat_solve_lower_triangular_f16(
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const arm_matrix_instance_f16 * lt,
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const arm_matrix_instance_f16 * a,
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arm_matrix_instance_f16 * dst);
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#endif /*defined(ARM_FLOAT16_SUPPORTED)*/
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#ifdef __cplusplus
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}
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#endif
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#endif /* ifndef _MATRIX_FUNCTIONS_F16_H_ */
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