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.

Fixed

• make offset calculations for rocBLAS functions 64 bit safe. Fixes for very large leading dimensions or increments potentially causing overflow:
  • Level 1: axpy, copy, rot, rotm, scal, swap, asum, dot, iamax, iamin, nrm2
  • Level 2: gemv, symv, hemv, trmv, ger, syr, her, syr2, her2, trsv
  • Level 3: gemm, symm, hemm, trmm, syrk, herk, syr2k, her2k, syrkx, herkx, trsm, trtri, dgmm, geam
  • General: set_vector, get_vector, set_matrix, get_matrix
  • Related fixes: internal scalar loads with > 32bit offsets
  • fix in-place functionality for all trtri sizes

Changed

• dot when using rocblas_pointer_mode_host is now synchronous to match legacy BLAS as it stores results in host memory
• enhanced reporting of installation issues caused by runtime libraries (Tensile)
• standardized internal rocblas C++ interface across most functions

Deprecated

• Removal of STDC_WANT_IEC_60559_TYPES_EXT define in future release

Dependencies

• optional use of AOCL BLIS 4.0 on Linux for clients
• optional build tool only dependency on python psutil