Sparse Linear Algebra#
Overview#
The sparse linear algebra modulenvmath. in nvmath-python leverages variousNVIDIA math libraries to support sparse[1] linear algebra computations. As of the currentBeta release, we offer the specialized sparse direct solver API based on thecuDSS library.
API Reference#
Generic Linear Algebra APIs (nvmath. sparse)#
Generic APIs will be available in a later release.
Specialized Linear Algebra APIs (nvmath. sparse. advanced)#
| Solve\(a @ x = b\) for\(x\). |
| Create a stateful object that encapsulates the specified sparse direct solver computations and required resources. |
| An interface to configure |
| An interface to query information returned by |
| An interface to configure |
| An interface to query information returned by |
| An interface to configure |
NumPy dtype object that encapsulates the memory estimates in sparse.advanced. | |
alias of | |
alias of | |
alias of | |
| A data class for providing options to the |
| A data class for providing GPU execution options to the |
| A data class for providing hybrid (CPU-GPU) execution options to the |
| A data class for providing options related to the use of hybrid (CPU-GPU) memory to those execution spaces that support it. |
Footnotes
[1]SeeLinear Algebra for dense operations.