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Signed-off-by: David Galiffi <David.Galiffi@amd.com>
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dgaliffiAMD committed Aug 7, 2024
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Expand Up @@ -129,89 +129,6 @@ A collection of examples to enable new users to start using ROCm. Advanced users
- [remove_points](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/remove_points/): Simple program that demonstrates the usage of the `thrust` random number generation, host vector, generation, tuple, zip iterator, and conditional removal templates. It generates a number of random points in a unit square and then removes all of them outside the unit circle.
- [saxpy](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/saxpy/): Simple program that implements the SAXPY operation (`y[i] = a * x[i] + y[i]`) using rocThrust and showcases the usage of the vector and functor templates and of `thrust::fill` and `thrust::transform` operations.
- [vectors](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/vectors/): Simple program that showcases the `host_vector` and the `device_vector` of rocThrust.
- [hipBLAS](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipBLAS/)
- [gemm_strided_batched](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipBLAS/gemm_strided_batched/): Showcases the general matrix product operation with strided and batched matrices.
- [her](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipBLAS/her/): Showcases a rank-2 update of a Hermitian matrix with complex values.
- [scal](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipBLAS/scal/): Simple program that showcases vector scaling (SCAL) operation.
- [hipCUB](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipCUB/)
- [device_radix_sort](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipCUB/device_radix_sort/): Simple program that showcases `hipcub::DeviceRadixSort::SortPairs`.
- [device_sum](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipCUB/device_sum/): Simple program that showcases `hipcub::DeviceReduce::Sum`.
- [hipSOLVER](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/)
- [gels](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/gels/): Solve a linear system of the form $A\times X=B$.
- [geqrf](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/geqrf/): Program that showcases how to obtain a QR decomposition with the hipSOLVER API.
- [gesvd](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/gesvd/): Program that showcases how to obtain a singular value decomposition with the hipSOLVER API.
- [getrf](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/getrf): Program that showcases how to perform a LU factorization with hipSOLVER.
- [potrf](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/potrf/): Perform Cholesky factorization and solve linear system with result.
- [syevd](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/syevd/): Program that showcases how to calculate the eigenvalues of a matrix using a divide-and-conquer algorithm in hipSOLVER.
- [syevdx](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/syevdx/): Shows how to compute a subset of the eigenvalues and the corresponding eigenvectors of a real symmetric matrix A using the Compatibility API of hipSOLVER.
- [sygvd](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/sygvd/): Showcases how to obtain a solution $(X, \Lambda)$ for a generalized symmetric-definite eigenvalue problem of the form $A \cdot X = B\cdot X \cdot \Lambda$.
- [syevj](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/syevj): Calculates the eigenvalues and eigenvectors from a real symmetric matrix using the Jacobi method.
- [syevj_batched](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/syevj_batched): Showcases how to compute the eigenvalues and eigenvectors (via Jacobi method) of each matrix in a batch of real symmetric matrices.
- [sygvj](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/hipSOLVER/sygvj): Calculates the generalized eigenvalues and eigenvectors from a pair of real symmetric matrices using the Jacobi method.
- [rocBLAS](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/)
- [level_1](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_1/): Operations between vectors and vectors.
- [axpy](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_1/axpy/): Simple program that showcases the AXPY operation.
- [dot](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_1/dot/): Simple program that showcases dot product.
- [nrm2](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_1/nrm2/): Simple program that showcases Euclidean norm of a vector.
- [scal](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_1/scal/): Simple program that showcases vector scaling (SCAL) operation.
- [swap](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_1/swap/): Showcases exchanging elements between two vectors.
- [level_2](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_2/): Operations between vectors and matrices.
- [her](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_2/her/): Showcases a rank-1 update of a Hermitian matrix with complex values.
- [gemv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_2/gemv/): Showcases the general matrix-vector product operation.
- [level_3](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_3/): Operations between matrices and matrices.
- [gemm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_3/gemm/): Showcases the general matrix product operation.
- [gemm_strided_batched](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocBLAS/level_3/gemm_strided_batched/): Showcases the general matrix product operation with strided and batched matrices.
- [rocPRIM](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocPRIM/)
- [block_sum](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocPRIM/block_sum/): Simple program that showcases `rocprim::block_reduce` with an addition operator.
- [device_sum](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocPRIM/device_sum/): Simple program that showcases `rocprim::reduce` with an addition operator.
- [rocRAND](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocRAND/)
- [simple_distributions_cpp](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocRAND/simple_distributions_cpp/): A command-line app to compare random number generation on the CPU and on the GPU with rocRAND.
- [rocSOLVER](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSOLVER/)
- [getf2](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSOLVER/getf2): Program that showcases how to perform a LU factorization with rocSOLVER.
- [getri](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSOLVER/getri): Program that showcases matrix inversion by LU-decomposition using rocSOLVER.
- [syev](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSOLVER/syev): Shows how to compute the eigenvalues and eigenvectors from a symmetrical real matrix.
- [syev_batched](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSOLVER/syev_batched): Shows how to compute the eigenvalues and eigenvectors for each matrix in a batch of real symmetric matrices.
- [syev_strided_batched](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSOLVER/syev_strided_batched): Shows how to compute the eigenvalues and eigenvectors for multiple symmetrical real matrices, that are stored with an arbitrary stride.
- [rocSPARSE](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/)
- [level_2](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/): Operations between sparse matrices and dense vectors.
- [bsrmv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/bsrmv/): Showcases a sparse matrix-vector multiplication using BSR storage format.
- [bsrxmv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/bsrxmv/): Showcases a masked sparse matrix-vector multiplication using BSR storage format.
- [bsrsv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/bsrsv/): Showcases how to solve a linear system of equations whose coefficients are stored in a BSR sparse triangular matrix.
- [coomv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/coomv/): Showcases a sparse matrix-vector multiplication using COO storage format.
- [csritsv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/csritsv/): Showcases how find an iterative solution with the Jacobi method for a linear system of equations whose coefficients are stored in a CSR sparse triangular matrix.
- [csrmv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/csrmv/): Showcases a sparse matrix-vector multiplication using CSR storage format.
- [csrsv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/csrsv/): Showcases how to solve a linear system of equations whose coefficients are stored in a CSR sparse triangular matrix.
- [ellmv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/ellmv/): Showcases a sparse matrix-vector multiplication using ELL storage format.
- [gebsrmv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/gebsrmv/): Showcases a sparse matrix-dense vector multiplication using GEBSR storage format.
- [gemvi](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/gemvi/): Showcases a dense matrix-sparse vector multiplication.
- [spitsv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/spitsv/): Showcases how to solve iteratively a linear system of equations whose coefficients are stored in a CSR sparse triangular matrix.
- [spmv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/spmv/): Showcases a general sparse matrix-dense vector multiplication.
- [spsv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_2/spsv/): Showcases how to solve a linear system of equations whose coefficients are stored in a sparse triangular matrix.
- [level_3](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/): Operations between sparse and dense matrices.
- [bsrmm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/bsrmm/): Showcases a sparse matrix-matrix multiplication using BSR storage format.
- [bsrsm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/bsrsm): Showcases how to solve a linear system of equations whose coefficients are stored in a BSR sparse triangular matrix, with solution and right-hand side stored in dense matrices.
- [csrmm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/csrmm/): Showcases a sparse matrix-matrix multiplication using CSR storage format.
- [csrsm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/csrsm): Showcases how to solve a linear system of equations whose coefficients are stored in a CSR sparse triangular matrix, with solution and right-hand side stored in dense matrices.
- [gebsrmm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/gebsrmm/): Showcases a sparse matrix-matrix multiplication using GEBSR storage format.
- [gemmi](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/gemmi/): Showcases a dense matrix sparse matrix multiplication using CSR storage format.
- [sddmm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/sddmm/): Showcases a sampled dense-dense matrix multiplication using CSR storage format.
- [spmm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/spmm/): Showcases a sparse matrix-dense matrix multiplication.
- [spsm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/level_3/spsm/): Showcases a sparse triangular linear system solver using CSR storage format.
- [preconditioner](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/preconditioner/): Manipulations on sparse matrices to obtain sparse preconditioner matrices.
- [bsric0](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/preconditioner/bsric0/): Shows how to compute the incomplete Cholesky decomposition of a Hermitian positive-definite sparse BSR matrix.
- [bsrilu0](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/preconditioner/bsrilu0/): Showcases how to obtain the incomplete LU decomposition of a sparse BSR square matrix.
- [csric0](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/preconditioner/csric0/): Shows how to compute the incomplete Cholesky decomposition of a Hermitian positive-definite sparse CSR matrix.
- [csrilu0](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/preconditioner/csrilu0/): Showcases how to obtain the incomplete LU decomposition of a sparse CSR square matrix.
- [csritilu0](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/preconditioner/csritilu0/): Showcases how to obtain iteratively the incomplete LU decomposition of a sparse CSR square matrix.
- [gpsv](https://github.com/amd/rocm-examples/tree/develop/Libraries/rocSPARSE/preconditioner/gpsv/): Shows how to compute the solution of pentadiagonal linear system.
- [gtsv](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocSPARSE/preconditioner/gtsv/): Shows how to compute the solution of a tridiagonal linear system.
- [rocThrust](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/)
- [device_ptr](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/device_ptr/): Simple program that showcases the usage of the `thrust::device_ptr` template.
- [norm](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/norm/): An example that computes the Euclidean norm of a `thrust::device_vector`.
- [reduce_sum](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/reduce_sum/): An example that computes the sum of a `thrust::device_vector` integer vector using the `thrust::reduce()` generalized summation and the `thrust::plus` operator.
- [remove_points](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/remove_points/): Simple program that demonstrates the usage of the `thrust` random number generation, host vector, generation, tuple, zip iterator, and conditional removal templates. It generates a number of random points in a unit square and then removes all of them outside the unit circle.
- [saxpy](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/saxpy/): Simple program that implements the SAXPY operation (`y[i] = a * x[i] + y[i]`) using rocThrust and showcases the usage of the vector and functor templates and of `thrust::fill` and `thrust::transform` operations.
- [vectors](https://github.com/ROCm/rocm-examples/tree/develop/Libraries/rocThrust/vectors/): Simple program that showcases the `host_vector` and the `device_vector` of rocThrust.

## Prerequisites

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