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Update changelog for ROCm 5.7.0 (#1354)
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daineAMD committed Aug 31, 2023
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Full documentation for rocBLAS is available at [rocblas.readthedocs.io](https://rocblas.readthedocs.io/en/latest/).

## (Unreleased) rocBLAS 3.1.0
## rocBLAS 3.1.0 for ROCm 5.7.0
### Added
- yaml lock step argument scanning for rocblas-bench and rocblas-test clients. See Programmers Guide for details.
- rocblas-gemm-tune is used to find the best performing GEMM kernel for each of a given set of GEMM problems.
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- optional use of AOCL BLIS 4.0 on Linux for clients
- optional build tool only dependency on python psutil

## (Unreleased) rocBLAS 3.0.0
## rocBLAS 3.0.0 for ROCm 5.6.0
### Optimizations
- Improved performance of Level 2 rocBLAS GEMV on gfx90a GPU for non-transposed problems having small matrices and larger batch counts. Performance enhanced for problem sizes when m and n <= 32 and batch_count >= 256.
- Improved performance of rocBLAS syr2k for single, double, and double-complex precision, and her2k for double-complex precision. Slightly improved performance for general sizes on gfx90a.
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