Visible to Intel only — GUID: GUID-FF2E63B9-C143-4908-A677-9C594EBABCCE
Visible to Intel only — GUID: GUID-FF2E63B9-C143-4908-A677-9C594EBABCCE
oneapi::mkl::sparse::optimize_gemv
Performs internal optimizations for oneapi::mkl::sparse::gemv by analyzing the matrix structure.
Description
The oneapi::mkl::sparse::optimize_gemv routine analyzes matrix structure and performs optimizations. Optimized data is then stored in the matrix handle.
API
Syntax
Using USM and SYCL buffers:
namespace oneapi::mkl::sparse { sycl::event optimize_gemv ( sycl::queue &queue, oneapi::mkl::transpose transpose_flag, oneapi::mkl::sparse::matrix_handle_t handle, const std::vector<sycl::event> &dependencies = {}); }
Include Files
oneapi/mkl/spblas.hpp
Input Parameters
- queue
-
Specifies the SYCL command queue which will be used for SYCL kernels execution.
- transpose_flag
-
Specifies operation op() on input matrix.
oneapi::mkl::transpose::nontrans
Non-transpose, op(A) = A.
oneapi::mkl::transpose::trans
Transpose, op(A) = AT.
oneapi::mkl::transpose::conjtrans
Conjugate transpose, op(A) = AH.
NOTE:Currently, the only supported case for operation is oneapi::mkl::transpose::nontrans. - handle
-
Handle to object containing sparse matrix and other internal data. Created using one of the oneapi::mkl::sparse::set_<sparse_matrix_type>_data routines.
NOTE:Currently, the only supported matrix format for <sparse_matrix_type> is the csr format. - dependencies
-
A vector of type std::vector<sycl::event> & containing the list of events that the oneapi::mkl::sparse::optimize_gemv routine depends on.
Return Values
- sycl::event
-
SYCL event which can be waited upon or added as a dependency for the completion of the optimize_gemv routine.
sycl::event ev_opt = sparse::optimize_gemv(queue, trans_val, handle); // Allowed use in case of USM sycl::event ev_opt = sparse::optimize_gemv(queue, trans_val, handle, {}); // Allowed use in case of USM sycl::event ev_opt = sparse::optimize_gemv(queue, trans_val, handle, dependencies); // Allowed use in case of USM sparse::optimize_gemv(queue, trans_val, handle); // OK -- Recommended use in case of sycl::buffer static_cast<void>(sparse::optimize_gemv(queue, trans_val, handle)); // OK -- Recommended use in case of sycl::buffer - explicitly say we aren't using the event sparse::optimize_gemv(queue, trans_val, handle, {}); // Not recommended in case of sycl::buffer, but supported; sparse::optimize_gemv(queue, trans_val, handle, dependencies); // Not recommended in case of sycl::buffer, but supported; sycl::event ev_opt = sparse::optimize_gemv(queue, trans_val, handle); // Allowed use in case of sycl::buffer, but most sycl::buffer oneMKL APIs do not have ability to pass in dependencies