Releases · OpenMathLib/OpenBLAS (original) (raw)

OpenBLAS 0.3.29 version

general:

• fixed a potential NULL pointer dereference in multithreaded builds
• added function aliases for GEMMT using its new name GEMMTR adopted by Reference-BLAS
• fixed a build failure when building without LAPACK_DEPRECATED functions
• the minimum required CMake version for CMake-based builds was raised to 3.16.0 in order
  to remove many compatibility and deprecation warnings
• added more detailed CMake rules for OpenMP builds (mainly to support recent LLVM)
• fixed the behavior of the recently added CBLAS_?GEMMT functions with row-major data
• improved thread scaling of multithreaded SBGEMV
• improved thread scaling of multithreaded TRTRI
• fixed compilation of the CBLAS testsuite with gcc14 (and no Fortran compiler)
• added support for option handling changes in flang-new from LLVM18 onwards
• added support for recent calling conventions changes in Cray and NVIDIA compilers
• added support for compilation with the NAG Fortran compiler
• fixed placement of the -fopenmp flag and libsuffix in the generated pkgconfig file
• improved the CMakeConfig file generated by the Makefile build
• fixed const-correctness of cblas_?geadd in cblas.h
• fixed a potential inaccuracy in multithreaded BLAS3 calls
• fixed empty implementations of get/set_affinity that print a warning in OpenMP builds
• fixed function signatures for TRTRS in the converted C version of LAPACK
• fixed omission of several single-precision LAPACK symbols in the shared library
• improved build instructions for the provided "pybench" benchmarks
• improved documentation, including added build instructions for WoA and HarmonyOS
  as well as descriptions of environment variables that affect build and runtime behavior
• added a separate "make install_tests" target for use with cross-compilations
• integrated improvements and corrections from Reference-LAPACK:
  • removed a comparison in LAPACKE ?tpmqrt that is always false (LAPACK PR 1062)
  • fixed the leading dimension for B in tests for GGEV (LAPACK PR 1064)
  • replaced the ?LARFT functions with a recursive implementation (LAPACK PR 1080)

arm:

• fixed build with recent versions of the NDK (missing .type declaration of symbols)

arm64:

• fixed a long-standing bug in the (generic) c/zgemm_beta kernel that could lead to
  reads and writes outside the array bounds in some circumstances
• rewrote cpu autodetection to scan all cores and return the highest performing type
• improved the DGEMM performance for SVE targets and small matrix sizes
• improved dimension criteria for forwarding from GEMM to GEMV kernels
• added SVE kernels for ROT and SWAP
• improved SVE kernels for SGEMV and DGEMV on A64FX and NEOVERSEV1
• added support for using the "small matrix" kernels with CMake as well
• fixed compilation on Windows on Arm
• improved compile-time detection of SVE capability
• added cpu autodetection and initial support for Apple M4
• added support for compilation on systems running IOS
• added support for compilation on NetBSD ("evbarm" architecture)
• fixed NRM2 implementations for generic SVE targets and the Neoverse N2
• fixed compilation for SVE-capable targets with the NVIDIA compiler

x86_64:

• fixed a wrong storage size in the SBGEMV kernel for Cooper Lake
• added cpu autodetection for Intel Granite Rapids
• added cpu autodetection for AMD Ryzen 5 series
• added optimized SOMATCOPY_CT for AVX-capable targets
• fixed the fallback implementation of GEMM3M in GENERIC builds
• tentatively re-enabled builds with the EXPRECISION option
• worked around a miscompilation of tests with mingw32-gfortran14
• added support for compilation with the Intel oneAPI 2025.0 compiler on Windows

power:

• fixed multithreaded SBGEMM
• fixed a CMake build problem on POWER10
• improved the performance of SGEMV
• added vectorized implementations of SBGEMV and support for forwarding 1xN SBGEMM to them
• fixed illegal instructions and potential memory overflow in SGEMM on PPCG4
• fixed handling of NaN and Inf arguments in SSCAL and DSCAL on PPC440,G4 and 970
• added improved CGEMM and ZGEMM kernels for POWER10
• added Makefile logic to remove all optimization flags in DEBUG builds

mips64:

• fixed compilation with gcc14
• fixed GEMM parameter selection for the MIPS64_GENERIC target
• fixed a potential build failure when compiling with OpenMP

loongarch64:

• fixed compilation for Loongson3 with recent versions of gmake
• fixed a potential loss of precision in Loongson3A GEMM
• fixed a potential build failure when compiling with OpenMP
• added optimized SOMATCOPY for LASX-capable targets
• introduced a new cpu naming scheme while retaining compatibility
• added support for cross-compiling Loongarch64 targets with CMake
• added support for compilation with LLVM

riscv64:

• removed thread yielding overhead caused by sched_yield
• replaced some non-standard intrinsics with their official names
• fixed and sped up the implementations of CGEMM/ZGEMM TCOPY for vector lenghts 128 and 256
• improved the performance of SNRM2/DNRM2 for RVV1.0 targets
• added optimized ?OMATCOPY_CN kernels for RVV1.0 targets

md5sums
d7df28656fa28616da028d1e94eab216 OpenBLAS-0.3.29.zip
853a0c5c0747c5943e7ef4bbb793162d OpenBLAS-0.3.29.tar.gz
195aff920ba64329cbd358a54d4fefc5 OpenBLAS-0.3.29_x64.zip
bd44474436a81e1d7ac66a5d38124d24 OpenBLAS-0.3.29_x64_64.zip
483119550c3414cbc44027a6c782f581 OpenBLAS-0.3.29_x86.zip

OpenBLAS 0.3.28 version

general:

• Reworked the unfinished implementation of HUGETLB from GotoBLAS
  for allocating huge memory pages as buffers on suitable systems
• Changed the unfinished implementation of GEMM3M for the generic
  target on all architectures to at least forward to regular GEMM
• Improved multithreaded GEMM performance for large non-skinny matrices
• Improved BLAS3 performance on larger multicore systems through improved
  parallelism
• Improved performance of the initial memory allocation by reducing
  locking overhead
• Improved performance of GBMV at small problem sizes by introducing
  a size barrier for the switch to multithreading
• Added an implementation of the CBLAS_GEMM_BATCH extension
• Fixed miscompilation of CAXPYC and ZAXPYC on all architectures in
  CMAKE builds (error introduced in 0.3.27)
• Fixed corner cases involving the handling of NAN and INFINITY
  arguments in ?SCAL on all architectures
• Added support for cross-compiling to WEBM with CMAKE (in addition
  to the already present makefile support)
• Fixed NAN handling and potential accuracy issues in compilations with
  Intel ICX by supplying a suitable fp-model option by default
• The contents of the github project wiki have been converted into
  a new set of documentation included with the source code.
• It is now possible to register a callback function that replaces
  the built-in support for multithreading with an external backend
  like TBB (openblas_set_threads_callback_function)
• Fixed potential duplication of suffixes in shared library naming
• Improved C compiler detection by the build system to tolerate more
  naming variants for gcc builds
• Fixed an unnecessary dependency of the utest on CBLAS
• Fixed spurious error reports from the BLAS extensions utest
• Fixed unwanted invocation of the GEMM3M tests in cross-compilation
• Fixed a flaw in the makefile build that could lead to the pkgconfig
  file containing an entry of UNKNOWN for the target cpu after installing
• Integrated fixes from the Reference-LAPACK project:
  • Fixed uninitialized variables in the LAPACK tests for ?QP3RK (PR 961)
  • Fixed potential bounds error in ?UNHR_COL/?ORHR_COL (PR 1018)
  • Fixed potential infinite loop in the LAPACK testsuite (PR 1024)
  • Make the variable type used for hidden length arguments configurable (PR 1025)
  • Fixed SYTRD workspace computation and various typos (PR 1030)
  • Prevent compiler use of FMA that could increase numerical error in ?GEEVX (PR 1033)

x86_64:

• reverted thread management under Windows to its state before 0.3.26
  due to signs of race conditions in some circumstances now under study
• fixed accidental selection of the unoptimized generic SBGEMM kernel
  in CMAKE builds for CooperLake and SapphireRapids targets
• fixed a potential thread buffer overrun in SBSTOBF16 on small systems
• fixed an accuracy issue in ZSCAL introduced in 0.3.26
• fixed compilation with CMAKE and recent releases of LLVM
• added support for Intel Emerald Rapids and Meteor Lake cpus
• added autodetection support for the Zhaoxin KX-7000 cpu
• fixed autodetection of Intel Prescott (probably broken since 0.3.19)
• fixed compilation for older targets with the Yocto SDK
• fixed compilation of the converter-generated C versions
  of the LAPACK sources with gcc-14
• improved compiler options when building with CMAKE and LLVM for
  AVX512-capable targets
• added support for supplying the L2 cache size via an environment
  variable (OPENBLAS_L2_SIZE) in case it is not correctly reported
  (as in some VM configurations)
• improved the error message shown when thread creation fails on startup
• fixed setting the rpath entry of the dylib in CMAKE builds on MacOS

arm:

• fixed building for baremetal targets with make

arm64:

• Added a fast path forwarding SGEMM and DGEMM calls with a 1xN or Mx1
  matrix to the corresponding GEMV kernel
• added optimized SGEMV and DGEMV kernels for A64FX
• added optimized SVE kernels for small-matrix GEMM
• added A64FX to the cpu list for DYNAMIC_ARCH
• fixed building with support for cpu affinity
• worked around accuracy problems with C/ZNRM2 on NeoverseN1 and
  Apple M targets
• improved GEMM performance on Neoverse V1
• fixed compilation for NEOVERSEN2 with older compilers
• fixed potential miscompilation of the SVE SDOT and DDOT kernels
• fixed potential miscompilation of the non-SVE CDOT and ZDOT kernels
• fixed a potential overflow when using very large user-defined BUFFERSIZE
• fixed setting the rpath entry of the dylib in CMAKE builds on MacOS

power:

• Added a fast path forwarding SGEMM and DGEMM calls with a 1xN or Mx1
  matrix to the corresponding GEMV kernel
• significantly improved performance of SBGEMM on POWER10
• fixed compilation with OpenMP and the XLF compiler
• fixed building of the BLAS extension utests under AIX
• fixed building of parts of the LAPACK testsuite with XLF
• fixed CSWAP/ZSWAP on big-endian POWER10 targets
• fixed a performance regression in SAXPY on POWER10 with OpenXL
• fixed accuracy issues in CSCAL/ZSCAL when compiled with LLVM
• fixed building for POWER9 under FreeBSD
• fixed a potential overflow when using very large user-defined BUFFERSIZE
• fixed an accuracy issue in the POWER6 kernels for GEMM and GEMV

riscv64:

• Added a fast path forwarding SGEMM and DGEMM calls with a 1xN or Mx1
  matrix to the corresponding GEMV kernel
• fixed building for RISCV64_GENERIC with OpenMP enabled
• added DYNAMIC_ARCH support (comprising GENERIC_RISCV64 and the two
  RVV 1.0 targets with vector length of 128 and 256)
• worked around the ZVL128B kernels for AXPBY mishandling the special
  case of zero Y increment

loongarch64:

• improved GEMM performance on servers of the 3C5000 generation
• improved performance and stability of DGEMM
• improved GEMV and TRSM kernels for LSX and LASX vector ABIs
• fixed CMAKE compilation with the INTERFACE64 option set
• fixed compilation with CMAKE
• worked around spurious errors flagged by the BLAS3 tests
• worked around a miscompilation of the POTRS utest by gcc 14.1
  mips64:
• fixed ASUM and SUM kernels to accept negative step sizes in X
• fixed complex GEMV kernels for MSA

md5sums:
0f54185b6ef804173c01b9a40520a0e8 OpenBLAS-0.3.28.tar.gz
2b3bb81f49453b12c4a563579bfc1e9f OpenBLAS-0.3.28.zip
80001511e2af8265ca88acaf8d37f308 OpenBLAS-0.3.28-x64-64.zip
a526ff1012d4a5dd1ec1130704195a73 OpenBLAS-0.3.28-x64.zip
660158a21ffe9c7e65877b6c358a4aca OpenBLAS-0.3.28-x86.zip

OpenBLAS 0.3.27 version

general:

• added initial (generic) support for the CSKY architecture
• capped the maximum number of threads used in GEMM, GETRF and POTRF to avoid creating
  underutilized or idle threads
• sped up multithreaded POTRF on all platforms
• added extension openblas_set_num_threads_local() that returns the previous thread count
• re-evaluated the SGEMV and DGEMV load thresholds to avoid activating multithreading
  for too small workloads
• improved the fallback code used when the precompiled number of threads is exceeded,
  and made it callable multiple times during the lifetime of an instance
• added CBLAS interfaces for the BLAS extensions ?AMIN,?AMAX, CAXPYC and ZAXPYC
• fixed a potential buffer overflow in the interface to the GEMMT kernels
• fixed use of incompatible pointer types in GEMMT and C/ZAXPBY as flagged by GCC-14
• fixed unwanted case sensitivity of the character parameters in ?TRTRS
• sped up the OpenMP thread management code
• fixed sizing of logical variables in INTERFACE64 builds of the C version of LAPACK
• fixed inclusion of new LAPACK and LAPACKE functions from LAPACK 3.11 in the shared library
• added a testsuite for the BLAS extensions
• modified the error thresholds for SGS/DGS functions in the LAPACK testsuite to suppress
  spurious errors
• added support for building the benchmark collection with CMAKE
• added rewriting of linker options to avoid linking both libgomp and libomp in CMAKE builds
  with OpenMP enabled that use clang with gfortran
• fixed building on systems with ucLibc
• added support for calling ?NRM2 with a negative increment value on all architectures
• added support for the LLVM18 version of the flang-new compiler
• fixed handling of the OPENBLAS_LOOPS variable in several benchmarks
• Integrated fixes from the Reference-LAPACK project:
  • Increased accuracy in C/ZLARFGP (Reference-LAPACK PR 981)

x86:

• fixed handling of NaN and Inf arguments in ZSCAL
• fixed GEMM3M functions failing in CMAKE builds

x86-64:

• removed all instances of sched_yield() on Linux and BSD
• fixed a potential deadlock in the thread server on MSWindows (introduced in 0.3.26)
• fixed GEMM3M functions failing in CMAKE builds
• fixed handling of NaN and Inf arguments in ZSCAL
• added compiler checks for AVX512BF16 compatibility
• fixed LLVM compiler options for Sapphire Rapids
• fixed cpu handling fallbacks for Sapphire Rapids with
  disabled AVX2 in DYNAMIC_ARCH mode
• fixed extensions SCSUM and DZSUM
• improved GEMM performance for ZEN targets

arm:

• fixed handling of NaN and Inf arguments in ZSCAL

arm64:

• added initial support for the Cortex-A76 cpu
• fixed handling of NaN and Inf arguments in ZSCAL
• fixed default compiler options for gcc (-march and -mtune)
• added support for ArmCompilerForLinux
• added support for the NeoverseV2 cpu in DYNAMIC_ARCH builds
• fixed mishandling of the INTERFACE64 option in CMAKE builds
• corrected SCSUM kernels (erroneously duplicating SCASUM behaviour)
• added SVE-enabled kernels for CSUM/ZSUM
• worked around an inaccuracy in the NRM2 kernels for NeoverseN1 and Apple M

power:

• improved performance of SGEMM on POWER8/9/10
• improved performance of DGEMM on POWER10
• added support for OpenMP builds with xlc/xlf on AIX
• improved cpu autodetection for DYNAMIC_ARCH builds on older AIX
• fixed cpu core counting on AIX
• added support for building a shared library on AIX

riscv64:

• added support for the X280 cpu
• added support for semi-generic RISCV models with vector length 128 or 256
• added support for compiling with either RVV 0.7.1 or RVV 1.0 standard compilers
• fixed handling of NaN and Inf arguments in ZSCAL
• improved cpu model autodetection
• fixed corner cases in ?AXPBY for C910V
• fixed handling of zero increments in ?AXPY kernels for C910V

loongarch64:

• added optimized kernels for ?AMIN and ?AMAX
• fixed handling of NaN and Inf arguments in ZSCAL
• fixed handling of corner cases in ?AXPBY
• fixed computation of SAMIN and DAMIN in LSX mode
• fixed computation of ?ROT
• added optimized SSYMV and DSYMV kernels for LSX and LASX mode
• added optimized CGEMM and ZGEMM kernels for LSX and LASX mode
• added optimized CGEMV and ZGEMV kernels

mips:

• fixed utilizing MSA on P5600 and related cpus (broken in 0.3.22)
• fixed handling of NaN and Inf arguments in ZSCAL
• fixed mishandling of the INTERFACE64 option in CMAKE builds

zarch:

• fixed handling of NaN and Inf arguments in ZSCAL
• fixed calculation of ?SUM on Z13

md5sum
ef71c66ffeb1ab0f306a37de07d2667f OpenBLAS-0.3.27.tar.gz
4b85246b10d61f362fe8b9b45cd145f0 OpenBLAS-0.3.27.zip
317c6c4f93f233d8be8ea0ad6fd7979e OpenBLAS-0.3.27-x64-64.zip
2b8d25e6a01ad4830ecca4e521172b02 OpenBLAS-0.3.27-x64.zip
c59038e5ea36ee431f5cb7f5de8bf9d9 OpenBLAS-0.3.27-x86.zip

OpenBLAS 0.3.26 version

general:

• improved the version of openblas.pc that is created by the CMAKE build
• fixed a CMAKE-specific build problems on older versions of MacOS
• worked around linking problems on old versions of MacOS
• corrected installation location of the lapacke_mangling header in CMAKE builds
• added type declarations for complex variables to the MSVC-specific parts of the LAPACK header
• significantly sped up ?GESV for small problem sizes by introducing a lower bound for multithreading
• imported additions and corrections from the Reference-LAPACK project:
  • added new LAPACK functions for truncated QR with pivoting (Reference-LAPACK PRs 891&941)
  • handle miscalculation of minimum work array size in corner cases (Reference-LAPACK PR 942)
  • fixed use of uninitialized variables in ?GEDMD and improved inline documentation (PR 959)
  • fixed use of uninitialized variables (and consequential failures) in ?BBCSD (PR 967)
  • added tests for the recently introduced Dynamic Mode Decomposition functions (PR 736)
  • fixed several memory leaks in the LAPACK testsuite (PR 953)
  • fixed counting of testsuite results by the Python script (PR 954)

x86-64:

• fixed computation of CASUM on SkylakeX and newer targets in the special
  case that AVX512 is not supported by the compiler or operating environment
• fixed potential undefined behaviour in the CASUM/ZASUM kernels for AVX512 targets
• worked around a problem in the pre-AVX kernel for GEMV
• sped up the thread management code on MS Windows

arm64:

• fixed building of the LAPACK testsuite with Xcode 15 on Apple M1 and newer
• sped up the thread management code on MS Windows
• sped up SGEMM and DGEMM on Neoverse V1
• sped up ?DOT on SVE-capable targets
• reduced the number of targets in DYNAMIC_ARCH builds by eliminating functionally equivalent ones
• included support for Apple M1 and newer targets in DYNAMIC_ARCH builds

power:

• improved the SGEMM kernel for POWER10
• fixed compilation with (very) old versions of gcc
• fixed detection of old 32bit PPC targets in CMAKE-based builds
• added autodetection of the POWERPC 7400 subtype
• fixed CMAKE-based compilation for PPCG4 and PPC970 targets

loongarch64:

• added and improved optimized kernels for almost all BLAS functions

md5sums:
bd496a1c81769ed19a161c1f8f904ccd OpenBLAS-0.3.26.tar.gz
f2524d2eaa55e9c2bad4d203401d4c7f OpenBLAS-0.3.26.zip
739d5666e46b046425b932fb83ce5571 OpenBLAS-0.3.26-x86.zip
3b573471bbc7639b896d1aab356b7e57 OpenBLAS-0.3.26-x64.zip
7522e53dfb4c8c3207c191e66de59430 OpenBLAS-0.3.26-x64-64.zip
(note that you need to edit the paths in the openblas.pc and OpenBLASConfig.cmake files of the Windows binary packages to reflect your installation location, if you plan to have OpenBLAS findable via pkgconfig or cmake on your Windows system)

OpenBLAS 0.3.25 version

general:

• improved the error message shown on exceeding the maximum thread count
• improved the code to add supplementary thread buffers in case of overflow
• fixed a potential division by zero in ?ROTG
• improved the ?MATCOPY functions to accept zero-sized rows or columns
• corrected empty prototypes in function declarations
• cleaned up unused declarations in the f2c-converted versions of the LAPACK sources
• fixed compilation with the Cray CCE Compiler suite
• improved link line rewriting to avoid mixed libgomp/libomp builds with clang&gfortran
• worked around OPENMP builds with LLVM14's libomp hanging on FreeBSD
• improved the Makefiles to require less option duplication on "make install"
• imported the following changes from the upcoming release 3.12 of Reference-LAPACK
  • deprecate utility functions ?GELQS and ?GEQRS (LAPACK PR 900)
  • apply rounding up to workspace calculations done in floating point (LAPACK PR 904)
  • avoid overflow in STGEX2/DTGEX2 (LAPACK PR 907)
  • fix accumulation in ?LASSQ (LAPACK PR 909)
  • fix handling of NaN values in ?GECON (LAPACK PR 926)
  • avoid overflow in CBDSQR/ZBDSQR (LAPACK PR 927)
  • fix poor vector orthogonalizations in ?ORBDB5/?UNBDB5 (LAPACK PR 928 & 930)

x86-64:

• fixed compile-time autodetection of AMD Ryzen3 and Ryzen4 cpus
• fixed capability-based fallback selection for unknown cpus in DYNAMIC_ARCH
• added AVX512 optimizations for ?ASUM on Sapphire Rapids and Cooper Lake

ARM64:

• fixed building on Apple with homebrew gcc
• fixed building with XCODE 15
• fixed building on A64FX and Cortex A710/X1/X2
• increased the default buffer size for recent ARM server cpus

POWER:

• fixed building with the IBM xlf 16.1.1 compiler
• fixed building with IBM XL C
• added support for DYNAMIC_ARCH builds with clang
• fixed union declaration in the BFLOAT16 test case
• enable optimizations for the AIX assembler on POWER10

LOONGARCH64:

• added an optimized SGEMV kernel
• added an optimized DTRSM kernel

md5sums:
db39b32181b10ec2d1572e81e3dc869c OpenBLAS-0.3.25.zip
48384e324cd1cdcfbdb0d2e16ca55327 OpenBLAS-0.3.25.tar.gz
cc93916bd780a13429b65eb9c05527f2 OpenBLAS-0.3.25-x64.zip
58bb5dfc626d3af86aab7fab409c192d OpenBLAS-0.3.25-x64-64.zip
07a19abeac6c67595ec447315244ccd3 OpenBLAS-0.3.25-x86.zip

OpenBLAS 0.3.24 version

general:

• declared the arguments of cblas_xerbla as const (in accordance with the reference implementation
  and others, the previous discrepancy appears to have dated back to GotoBLAS)
• fixed the implementation of ?GEMMT that was added in 0.3.23
• made cpu-specific SWITCH_RATIO parameters for GEMM available to DYNAMIC_ARCH builds
• fixed application of SYMBOLSUFFIX in CMAKE builds
• fixed missing SSYCONVF function in the shared library
• fixed parallel build logic used with gmake
• added support for compilation with LLVM17, in particular its new Fortran compiler
• added support for CMAKE builds using the NVIDIA HPC compiler
• fixed INTERFACE64 builds with CMAKE and the f95 Fortran compiler
• fixed cross-build detection and management in c_check
• disabled building of the tests with CMAKE when ONLY_CBLAS is defined
• fixed several issues with the handling of runtime limits on the number of OPENMP threads
• corrected the error code returned by SGEADD/DGEADD when LDA is too small
• corrected the error code returned by IMATCOPY when LDB is too small
• updated ?NRM2 to support negative increment values (as introduced in release 3.10.0
  of the Reference BLAS)
• updated ?ROTG to use the safe scaling algorithm introduced in release 3.10.0 of the Reference BLAS
• fixed OpenMP builds with CLANG for the case where libomp is not in a standard location
• fixed a potential overwrite of unrelated memory during thread initialisation on startup
• fixed a potential integer overflow in the multithreading threshold for ?SYMM/?SYRK
• fixed build of the LAPACKE interfaces for the LAPACK 3.11.0 ?TRSYL functions added in 0.3.22
• fixed installation of .cmake files in concurrent 32 and 64bit builds with CMAKE
• applied additions and corrections from the development branch of Reference-LAPACK:
  • fixed actual arguments passed to a number of LAPACK functions (from Reference-LAPACK PR 885)
  • fixed workspace query results in LAPACK ?SYTRF/?TRECV3 (from Reference-LAPACK PR 883)
  • fixed derivation of the UPLO parameter in LAPACKE_?larfb (from Reference-LAPACK PR 878)
  • fixed a crash in LAPACK ?GELSDD on NRHS=0 (from Reference-LAPACK PR 876)
  • added new LAPACK utility functions CRSCL and ZRSCL (from Reference-LAPACK PR 839)
  • corrected the order of eigenvalues for 2x2 matrices in ?STEMR (Reference-LAPACK PR 867)
  • removed spurious reference to OpenMP variables outside OpenMP contexts (Reference-LAPACK PR 860)
  • updated file comments on use of LAMBDA variable in LAPACK (Reference-LAPACK PR 852)
  • fixed documentation of LAPACK SLASD0/DLASD0 (Reference-LAPACK PR 855)
  • fixed confusing use of "minor" in LAPACK documentation (Reference-LAPACK PR 849)
  • added new LAPACK functions ?GEDMD for dynamic mode decomposition (Reference-LAPACK PR 736)
  • fixed potential stack overflows in the EIG part of the LAPACK testsuite (Reference-LAPACK PR 854)
  • applied small improvements to the variants of Cholesky and QR functions (Reference-LAPACK PR 847)
  • removed unused variables from LAPACK ?BDSQR (Reference-LAPACK PR 832)
  • fixed a potential crash on allocation failure in LAPACKE SGEESX/DGEESX (Reference-LAPACK PR 836)
  • added a quick return from SLARUV/DLARUV for N < 1 (Reference-LAPACK PR 837)
  • updated function descriptions in LAPACK ?GEGS/?GEGV (Reference-LAPACK PR 831)
  • improved algorithm description in ?GELSY (Reference-LAPACK PR 833)
  • fixed scaling in LAPACK STGSNA/DTGSNA (Reference-LAPACK PR 830)
  • fixed crash in LAPACKE_?geqrt with row-major data (Reference-LAPACK PR 768)
  • added LAPACKE interfaces for C/ZUNHR_COL and S/DORHR_COL (Reference-LAPACK PR 827)
  • added error exit tests for SYSV/SYTD2/GEHD2 to the testsuite (Reference-LAPACK PR 795)
  • fixed typos in LAPACK source and comments (Reference-LAPACK PRs 809,811,812,814,820)
  • adopt refactored ?GEBAL implementation (Reference-LAPACK PR 808)

x86_64:

• added cpu model autodetection for Intel Alder Lake N
• added activation of the AMX tile to the Sapphire Rapids SBGEMM kernel
• worked around miscompilations of GEMV/SYMV kernels by gcc's tree-vectorizer
• fixed compilation of Cooperlake and Sapphire Rapids kernels with CLANG
• fixed runtime detection of Cooperlake and Sapphire Rapids in DYNAMIC_ARCH
• fixed feature-based cputype fallback in DYNAMIC_ARCH
• added support for building the AVX512 kernels with the NVIDIA HPC compiler
• corrected ZAXPY result on old pre-AVX hardware for the INCX=0 case
• fixed a potential use of uninitialized variables in ZTRSM

ARMV8:

• added cpu model autodetection for Apple M2
• fixed wrong results of CGEMM/CTRMM/DNRM2 under OSX (use of reserved register)
• added support for building the SVE kernels with the NVIDIA HPC compiler
• added support for building the SVE kernels with the Apple Clang compiler
• fixed compiler option handling for building the SVE kernels with LLVM
• implemented SWITCH_RATIO parameter for improved GEMM performance on Neoverse
• activated SVE SGEMM and DGEMM kernels for Neoverse V1
• improved performance of the SVE CGEMM and ZGEMM kernels on Neoverse V1
• improved kernel selection for the ARMV8SVE target and added it to DYNAMIC_ARCH
• fixed runtime check for SVE availability in DYNAMIC_ARCH builds to take OS or
  container restrictions into account
• fixed a potential use of uninitialized variables in ZTRSM
• fix a potential misdetection of ARMV8 hardware as 32bit in CMAKE builds

LOONGARCH64:

• added ABI detection
• added support for cpu affinity handling
• fixed compilation with early versions of the Loongson toolchain
• added an optimized SGEMM kernel for 3A5000
• added optimized DGEMV kernels for 3A5000
• improved the performance of the DGEMM kernel for 3A5000

MIPS64:

• fixed miscompilation of TRMM kernels for the MIPS64_GENERIC target

POWER:

• fixed compiler warnings in the POWER10 SBGEMM kernel

RISCV:

• fixed application of the INTERFACE64 option when building with CMAKE
• fix a potential misdetection of RISCV hardware as 32bit in CMAKE builds
• fixed IDAMAX and DOT kernels for C910V
• fixed corner cases in the ROT and SWAP kernels for C910V
• fixed compilation of the C910V target with recent vendor compilers

md5sum:
9fb0d53bf3559d4dea074fa5d7691d39 OpenBLAS-0.3.24.zip
23599a30e4ce887590957d94896789c8 OpenBLAS-0.3.24.tar.gz
3aba5a264dfb0a545723c648b311ae5a OpenBLAS-0.3.24-x86.zip
fc08fe8c0dc7364da115d0e09b5a134f OpenBLAS-0.3.24-x64.zip

note that the Windows binary packages have been regenerated on September 14 because a problem has been found with the included .lib file (referencing a nonexistent "libopenblas.exp.dll" instead of "libopenblas.dll").
If you downloaded the original zip files, their md5sums were
431ef4c46ccd133935fa40be6e02eb14 OpenBLAS-0.3.24-x86.zip
e53de38d326547d6220296a6cec0d9aa OpenBLAS-0.3.24-x64.zip

OpenBLAS 0.3.23 version

general:

• fixed a serious regression in GETRF/GETF2 and ZGETRF/ZGETF2 where
  subnormal but nonzero data elements triggered the singularity flag
• fixed a long-standing bug in CSPR/ZSPR in single-threaded operation
  for cases where elements of the X vector are real numbers (or
  complex with only the real part zero)
• fixed gmake builds with the option NO_LAPACK
• fixed a few instances in the gmake Makefiles where expressly
  setting NO_LAPACK=0 or NO_LAPACKE=0 would have the opposite effect

x86_64:

• added further CPUID values for Intel Raptor Lake

md5sums
115634b39007de71eb7e75cf7591dfb2 OpenBLAS-0.3.23.tar.gz
6c35babfc01534eb04acba653d378839 OpenBLAS-0.3.23.zip
c28473bb8bba85a92f77e350182abddb OpenBLAS-0.3.23-x86.zip
49f156f42622d251aa440ddcd425787d OpenBLAS-0.3.23-x64.zip

note that the Windows binary packages have been regenerated on September 14 because a problem has been found with the included .lib file (referencing a non-existent "libopenblas.exp.dll" instead of "libopenblas.dll").
If you downloaded the original zip files, their md5sums were
d77c18780b2d8a65c9340a415c125918 OpenBLAS-0.3.23-x86.zip
c428119f8d54de25e341ec1becc32251 OpenBLAS-0.3.23-x64.zip

OpenBLAS 0.3.22 version

This release has now been found to have an inadvertent regression in LU factorization (GETRF/GETF2)
A new release will be made as soon as the fixes currently under testing are confirmed to be sufficient

general:

• Updated the included LAPACK to Reference-LAPACK release 3.11.0
  plus post-release corrections and improvements
• Added initial support for processing with the EMSCRIPTEN javascript
  converter (yielding a single-threaded build only)
• Added a threshold for multithreading in SYMM, SYMV and SYR2K
• Increased the threshold for multithreading in SYRK
• OpenBLAS no longer decreases the global OMP_NUM_THREADS when it
  exceeds the maximum thread count the library was compiled for.
• fixed ?GETF2 potentially returning NaN with tiny matrix elements
• fixed openblas_set_num_threads to work in USE_OPENMP builds
• fixed cpu core counting in USE_OPENMP builds returning the number
  of OMP "places" rather than cores
• fixed interpretation of USE_PERL=0 in build scripts
• fixed linking of the library with libm in CMAKE builds
• fixed startup delays resulting from a wrong default setting of
  NO_WARMUP in CMAKE builds
• fixed inconsistent defaults for overriding of LAPACK SPMV, SPR,
  SYMV, SYR functions in gmake and CMAKE builds
• fixed stride calculation in the optimized small-matrix path of
  complex SYR
• fixed compilation of ReLAPACK with CMAKE
• fixed pkgconfig file contents for INTERFACE64 builds
• fixed building of Reference-LAPACK with recent gfortran
• fixed building with only a subset of precision types on Windows
• added new environment variable OPENBLAS_DEFAULT_NUM_THREADS
• added a GEMV-based implementation of GEMMT
• added support for building under QNX
• updated support for (cross-)building for ALPHA targets

x86_64:

• added autodetection of Intel Raptor Lake cpu models
• added SSCAL microkernels for Haswell and newer targets
• improved the performance of the Haswell DSCAL microkernel
• added CSCAL and ZSCAL microkernels for SkylakeX targets
• fixed detection of gfortran and Cray CCE compilers
• fixed detection of recent versions of the Intel Fortran compiler
• fixed compilation with LLVM to no longer run out of AVX512 registers
• fix cpu type option setting with recent NVIDIA HPC compiler versions
• fixed compilation for/on AMD Ryzen 4 cpus
• fixed compilation of AVX2-capable targets with Apple Clang
• fixed runtime selection of COOPERLAKE in DYNAMIC_ARCH builds
• worked around gcc/llvm using risky FMA operations in CSCAL/ZSCAL
• worked around miscompilations of GEMV, SYMV and ZDOT kernels
  by gcc12's tree-vectorizer on OSX and Windows

ARM:

• fixed cross-compilation to ARMV5 and ARMV6 targets with CMAKE

ARMV8:

• fixed cross-compilation to CortexA53 with CMAKE
• fixed compilation with CMAKE and "Arm Compiler for Linux 22.1"
• added cpu autodetection for Cortex X3 and A715
• fixed conditional compilation of SVE-capable targets in DYNAMIC_ARCH
• sped up SVE kernels by removing unnecessary prefetches
• improved the GEMM performance of Neoverse V1
• added SVE kernels for SDOT and DDOT
• added an SBGEMM kernel for Neoverse N2
• improved cpu-specific compiler option selection for Neoverse cpus
• added support for setting CONSISTENT_FPCSR

MIPS64:

• improved MSA capability detection and handling
• added a MIPS64_GENERIC build target
• fixed corner cases in DNRM2

LOONGARCH64:

• fixed handling of the INTERFACE64 option

RISCV:

• fixed handling of the INTERFACE64 option

md5sums:
354e552c15d1ce93fc95cf1e3b181ddc OpenBLAS-0.3.22.tar.gz
c4de94c48a6ddb8ac3036763269aaf27 OpenBLAS-0.3.22.zip
4a5ee2693546ffd03d3a60829f3c6054 OpenBLAS-0.3.22-x64.zip
e1008c13d26caea6f0398ea7d8ce2f8f OpenBLAS-0.3.22-x86.zip

OpenBLAS 0.3.21 version

general:

• updated the included LAPACK to Reference-LAPACK 3.10.1
• when no Fortran compiler is available, OpenBLAS builds will now automatically
  build LAPACK from an f2c-converted copy of LAPACK 3.9.0 unless the NO_LAPACK option
  is specified (more recent releases make too heavy use of Fortran90+ features to be easily convertible to C)
• similarly added C versions of the BLAS and CBLAS tests
• enabled building of the ReLAPACK GEMMT kernels when ReLAPACK is built
• function LAPACKE_lsame is now annotated with the GCC attribute "const" to aid static analyzers
• added USE_TLS to the list of options reported by the openblas_get_config() function
• added openblas_getaffinity() as a Linux-only convenience function wrapping pthread_getaffinity_np()
• CMAKE builds now support the BUILD_TESTING keyword (to disable the LAPACK testsuite) of Reference-LAPACK
• fixed CMAKE builds of the laswp_ncopy and neg_tcopy kernels
• removed the build system requirements for PERL (while keeping the original perl scripts as backup)
• handle building and running OpenBLAS on systems that report zero available cpu cores
• added SYMBOLPREFIX/SYMBOLSUFFIX handling for LAPACK 3.10.0 functions added in 0.3.20
• fixed linking of the utests on QNX
• Added support for compilation with the Intel ifx compiler
• Added support for compilation with the Fujitsu FCC compiler for Fugaku
• Added support for compilation with the Cray C and Fortran compilers
• reverted OpenMP threadpool behaviour in the exec_blas call to its state before 0.3.11, that is
  the threadpool will no longer grow or shrink on demand as the overhead for this is too big at least with
  GNU OpenMP. The adaptive behaviour introduced in 0.3.11 can still be requested at runtime by setting
  the environment variable OMP_ADAPTIVE
• worked around spurious STFSM/CTFSM errors reported by the LAPACK testsuite

x86_64:

• fixed determination of compiler support for AVX512 and removed the 0.3.19
  workaround for building SKYLAKEX kernels on Sandybridge hardware
• fixed compilation for the SKYLAKEX target with gcc 6
• fixed compilation of the CooperLake SBGEMM kernel with LLVM
• fixed compilation of the SkyLakeX small matrix GEMM kernels with LLVM or ICC
• fixed compilation of some BFLOAT16 kernels with CMAKE
• added support for the Zhaoxin/Centaur KH40000 cpu
• fixed a potential crash in the ZSYMV kernel used for all targets except generic
• fixed gmake compilation for DYNAMIC_ARCH with a DYNAMIC_LIST including ATOM
• fixed compilation of LAPACKE with the INTEGER64 option on Windows
• added support for cross-compiling to individual Intel or AMD targets using CMAKE
  (previously only CORE2 supported, added targets are ATOM, PRESCOTT, NEHALEM, SANDYBRIDGE,
  HASWELL,SKYLAKEX, COOPERLAKE, SAPPHIRERAPIDS, OPTERON, BARCELONA, BULLDOZER, PILEDRIVER,
  STEAMROLLER,EXCAVATOR, ZEN)

SPARC:

• worked around an overflow error in the DNRM2 kernel

POWER:

• worked around an overflow error in the POWER6 DNRM2 kernel
• fixed compilation on PPC440
• fixed a performance regression in the level1 BLAS on POWER10
• fixed the POWER10 ZGEMM kernel
• fixed singlethreaded builds for POWER10
• fixed compilation of the POWER10 DGEMV kernel with older gcc versions
• enabled compilation of the BFLOAT16 kernels by default
• enabled the small matrix kernels by default for DYNAMIC_ARCH builds
• added a workaround for a miscompilation of the CDOT and ZDOT kernels by GCC 12

RISCV:

• fixed cpu autodetection logic

ARMV8:

• added an SBGEMM kernel for Neoverse N2
• worked around an overflow error in the DNRM2 kernel used on M1, NeoverseN1, ThunderX2T99
• added support for ARM64 systems running MS Windows
• added support for cross-compiling to the GENERIC ARMV8 target under CMAKE (Windows/MSVC)
• fixed a performance regression in the generic ARMV8 DGEMM kernel introduced in 0.3.19
• added initial support for the Apple M1 cpu under Linux
• added initial support for the Phytium FT2000 cpu
• added initial support for the Cortex A510, A710, X1 and X2 cpu
• fixed an accidental mixup of cpu identifiers in the autodetection code introduced in 0.3.20
• fixed linking of Apple M1 builds on macOS 12 and later with recent XCode
• made NeoverseN2 available in DYNAMIC_ARCH builds

MIPS,MIPS64:

• worked around an overflow error in the DNRM2 kernel

LOONGARCH64:

• worked around an overflow error in the DNRM2 kernel
• added preliminary support for the LOONGSON2K1000 cpu
• added DYNAMIC_ARCH support

md5sum
ffb6120e2309a2280471716301824805 OpenBLAS-0.3.21.tar.gz
4f013627138be6ecbd2c8d1435f2ec40 OpenBLAS-0.3.21.zip
c605e9e4ef227605ebcafa6466f14e25 OpenBLAS-0.3.21-x64.zip
16e2cc782e893df47fef97be09896ae1 OpenBLAS-0.3.21-x86.zip

OpenBLAS 0.3.20 version

general:

• some code cleanup, with added casts etc.
• fixed obtaining the cpu count with OpenMP and OMP_PROC_BIND unset
• fixed pivot index calculation by ?LASWP for negative increments other than one
• fixed input argument check in LAPACK ? GEQRT2
• improved the check for a Fortran compiler in CMAKE builds
• disabled building OpenBLAS' optimized versions of LAPACK complex SPMV,SPR,SYMV,SYR with NO_LAPACK=1
• fixed building of LAPACK on certain distributed filesystems with parallel gmake
• fixed building the shared library on MacOS with classic flang

x86_64:

• fixed cross-compilation with CMAKE for CORE2 target
• fixed miscompilation of AVX512 code in DYNAMIC_ARCH builds
• added support for the "incidental" AVX512 hardware in Alder Lake when enabled in BIOS

E2K:

• add new architecture (Russian Elbrus E2000 family)

SPARC:

• fix IMIN/IMAX

ARMV8:

• added SVE-enabled CGEMM and ZGEMM kernels for ARMV8SVE and A64FX
• added support for Neoverse N2 and V1 cpus

MIPS64:

• fixed autodetection of MSA capability

LOONGARCH64:

• added an optimized DGEMM kernel

abfaa43d995046ca4c56ccf14165c93c OpenBLAS-0.3.20.tar.gz
33526b15e15971edb657edc15de0c67f OpenBLAS-0.3.20.zip
3d9daef71592665261c032888bd810d6 OpenBLAS-0.3.20-x64.zip
5bfe847082510e44cdc59755cd49b941 OpenBLAS-0.3.20-x86.zip