go golang machine-learning csc vector matrix scientific-computing matrix-multiplication matrices blas csr sparse-linear-systems sparse-matrix bit-vector sparse-matrices gonum dictionary-of-keys coo sparse-representations matrix-format Updated Jul 29, 2021 Go cp...
Sparse Matrix Storage Formats for Inspector-executor Sparse BLAS Routines Supported Inspector-executor Sparse BLAS Operations Two-stage Algorithm in Inspector-Executor Sparse BLAS Routines Matrix Manipulation Routines mkl_sparse_?_create_csr mkl_sparse_?_create_csc mkl_sparse_?_create_coo mkl_...
Naming Conventions in Inspector-Executor Sparse BLAS Routines Sparse Matrix Storage Formats for Inspector-executor Sparse BLAS Routines Supported Inspector-executor Sparse BLAS Operations Two-stage Algorithm in Inspector-Executor Sparse BLAS Routines Matrix Manipulation Routines mkl_sparse_?_create_csr ...
The naming rules of the Sparse BLAS Level 2 or 3 (CSR format) functions are as follows: kml_sparse_<character><data><operation> kml_sparse_<character><data><mtype><operation> (only for one-based indexing of matrices) kml_csparse_<character><data><mtype><operation> (only for z...
矩阵与向量计算,稀疏矩阵采用CSR格式存储,具体执行操作如下: y = A * x或y = AT * x或y = AH * x, 其中,x和y为向量,A是的稀疏矩阵,采用CSR格式3数组存储。仅支持矩阵indx从0开始的矩阵。 接口定义 C interface: kml_sparse_status_t kml_csparse_scsrgemv(const kml_sparse_operation_t opt...
Implementations of Sparse BLAS standard routines. Compatible with Gonum's APIs and interoperable with Gonum's dense matrix types. Implemented Formats: Sparse Matrix Formats: DOK (Dictionary Of Keys) format COO (COOrdinate) format (sometimes referred to as 'triplet') CSR (Compressed Sparse Row)...
Now, the arrays for matrix C would be returned in the format that the export function uses, ie, if you use mkl_sparse_?_export_csr, then it is csr format. Please note that these arrays provided from export CSR routine are the actual internal CSR arrays...
) format is the most commonly used sparse matrix compression format due to its low storage overhead. In this paper, CSR format is also used to store the matrix after partition. Table 1 compares the storage space requirements of different mixed-precision sparse matrices after partition and ...
For example, mkl_dcsrmm <FONT face="TimesNewRomanPS-ItalicMT" size="3">Computes matrix - matrix product of a sparse matrix stored in the CSR format, </FONT></P> <P><FONT face="TimesNewRomanPS-ItalicMT" size="3"><FONT face="TimesNewRomanPS-ItalicMT" size="3">C </FONT><FONT ...
[1] Intel ® Math Kernel Library Sparse QR [2]Intel ® MKL IE SpBLAS [3] Intel ® MKL BLASLevel 3 [4]Intel ® MKL Sparse BLAS CSR Matrix Storage Format [5] SuiteSparse: A Suite of Sparse Matrix Software [6] SuiteSparse Matrix Collection...