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Changelog update for ROCm 4.5 (#232)
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lawruble13 authored Sep 23, 2021
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Full documentation for rocSPARSE is available at [rocsparse.readthedocs.io](https://rocsparse.readthedocs.io/en/latest/).

## (Unreleased) rocSPARSE 1.22.0
## rocSPARSE 1.22.2 for ROCm 4.5.0
### Added
- Triangular solve for multiple right-hand sides using BSR format
- SpMV for BSRX format
- SpMM in CSR format enhanced to work with transposed A
- Matrix coloring for CSR matrices
- Added batched tridiagonal solve (gtsv\_strided\_batch)
- SpMM for BLOCKED ELL format
- Generic routines for SpSV and SpSM
- Enabling beta support for Windows 10
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- Additional algorithm for SpMM in CSR format
### Changed
- Packaging split into a runtime package called rocsparse and a development package called rocsparse-devel. The development package depends on runtime. The runtime package suggests the development package for all supported OSes except CentOS 7 to aid in the transition. The suggests feature in packaging is introduced as a deprecated feature and will be removed in a future rocm release.
### Known Issues
- none

## (Unreleased) rocSPARSE 1.21.1
### Added
- Triangular solve for multiple right-hand sides using BSR format
- SpMV for BSRX format
- SpMM in CSR format enhanced to work with transposed A
- Matrix coloring for CSR matrices
- Added batched tridiagonal solve (gtsv\_strided\_batch)
### Improved
- Fixed a bug with gemvi on Navi21
- Fixed a bug with adaptive csrmv
- Optimization for pivot based gtsv
### Known Issues
- none

## [rocSPARSE 1.20.2 for ROCm 4.3.0]
## rocSPARSE 1.20.2 for ROCm 4.3.0
### Added
- (batched) tridiagonal solver with and without pivoting
- dense matrix sparse vector multiplication (gemvi)
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### Known Issues
- none

## [rocSPARSE 1.19.5 for ROCm 4.2.0]
## rocSPARSE 1.19.5 for ROCm 4.2.0
### Added
- SpMM (CSR, COO)
- Code coverage analysis
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### Known Issues
- none

## [rocSPARSE 1.19.4 for ROCm 4.1.0]
## rocSPARSE 1.19.4 for ROCm 4.1.0
### Added
- gebsrmm
- gebsrmv
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- support for mixed indexing types in matrix formats


## [rocSPARSE 1.18.4 for ROCm 4.0.0]
## rocSPARSE 1.18.4 for ROCm 4.0.0
### Added
- Add changelog
- csr2gebsr
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### Documentation
- gebsr2csr

## [rocSPARSE 1.17.6 for ROCm 3.9]
## rocSPARSE 1.17.6 for ROCm 3.9
### Added
- prune_csr2csr, prune_dense2csr_percentage and prune_csr2csr_percentage added
- bsrilu0 added
- csrilu0_numeric_boost functionality added
### Known Issues
- none

## [rocSPARSE 1.16.1 for ROCm 3.8]
## rocSPARSE 1.16.1 for ROCm 3.8
### Added
- bsric0 added.
### Known Issues
- none

## [rocSPARSE 1.14.3 for ROCm 3.7]
## rocSPARSE 1.14.3 for ROCm 3.7
### Added
- Fortran bindings
- CentOS 6 support.
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### Known Issues
- none

## [rocSPARSE 1.14.3 for ROCm 3.6]
## rocSPARSE 1.14.3 for ROCm 3.6
### Added
- Fortran bindings
- CentOS 6 support.
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### Known Issues
- none

## [rocSPARSE 1.12.10 for ROCm 3.5]
## rocSPARSE 1.12.10 for ROCm 3.5
### Added
- Switched to hipclang as default compiler
- csr2dense, csc2dense, csr2csr_compress, nnz_compress, bsr2csr, csr2bsr, bsrmv, csrgeam
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