cuSOLVER
E760426
cuSOLVER is an NVIDIA GPU-accelerated linear algebra library that provides high-performance routines for solving dense and sparse systems of equations, eigenvalue problems, and related numerical tasks.
Statements (50)
| Predicate | Object |
|---|---|
| instanceOf |
GPU-accelerated linear algebra library
ⓘ
NVIDIA CUDA library ⓘ |
| developer | NVIDIA NERFINISHED ⓘ |
| distributionForm |
shared library
ⓘ
static library ⓘ |
| hasComponent |
cuSOLVER Dense (LAPACK-like) module
ⓘ
cuSOLVER RF (refactorization) module NERFINISHED ⓘ cuSOLVER Sparse module NERFINISHED ⓘ |
| includedIn | NVIDIA HPC SDK NERFINISHED ⓘ |
| integratesWith |
Thrust
NERFINISHED
ⓘ
cuBLAS NERFINISHED ⓘ cuFFT NERFINISHED ⓘ cuSPARSE NERFINISHED ⓘ |
| languageBinding |
C
NERFINISHED
ⓘ
C++ ⓘ |
| license | proprietary NVIDIA license ⓘ |
| optimizedFor |
GPU acceleration
ⓘ
high performance computing ⓘ |
| partOf | CUDA Toolkit NERFINISHED ⓘ |
| programmingModel | CUDA NERFINISHED ⓘ |
| providesFactorization |
Cholesky factorization
ⓘ
LU factorization ⓘ QR factorization ⓘ SVD factorization ⓘ |
| providesRoutineType |
dense linear algebra
ⓘ
eigenvalue problem solvers ⓘ least squares solvers ⓘ linear system solvers ⓘ matrix factorizations ⓘ sparse linear algebra ⓘ |
| requires |
CUDA runtime
NERFINISHED
ⓘ
CUDA-capable GPU ⓘ |
| supportsDataType |
complex numbers
ⓘ
real numbers ⓘ |
| supportsHardware | NVIDIA GPU NERFINISHED ⓘ |
| supportsMatrixFormat |
dense matrix
ⓘ
sparse matrix ⓘ |
| supportsPrecision |
double precision floating point
ⓘ
single precision floating point ⓘ |
| supportsSparseFormat |
CSC format
GENERATED
ⓘ
CSR format GENERATED ⓘ block sparse formats GENERATED ⓘ |
| targetDomain |
data analytics
ⓘ
engineering simulation ⓘ machine learning ⓘ scientific computing ⓘ |
| useCase |
computing eigenvalues and eigenvectors
ⓘ
computing singular value decompositions ⓘ least squares fitting ⓘ solving linear systems Ax=b ⓘ |
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.