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Changelog.txt
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OpenBLAS ChangeLog
====================================================================
Version 0.3.13
12-Dec-2020
common:
* Added a generic bfloat16 SBGEMV kernel
* Fixed a potentially severe memory leak after fork in OpenMP builds
that was introduced in 0.3.12
* Added detection of the Fujitsu Fortran compiler
* Added detection of the (e)gfortran compiler on OpenBSD
* Added support for overriding the default name of the library independently
from symbol suffixing in the gmake builds (already supported in cmake)
RISCV:
* Added a RISC V port optimized for C910V
POWER:
* Added optimized POWER10 kernels for SAXPY, CAXPY, SDOT, DDOT and DGEMV_N
* Improved DGEMM performance on POWER10
* Improved STRSM and DTRSM performance on POWER9 and POWER10
* Fixed segmemtation faults in DYNAMIC_ARCH builds
* Fixed compilation with the PGI compiler
x86:
* Fixed compilation of kernels that require SSE2 intrinsics since 0.3.12
x86_64:
* Added an optimized bfloat16 SBGEMV kernel for SkylakeX and Cooperlake
* Improved the performance of SASUM and DASUM kernels through parallelization
* Improved the performance of SROT and DROT kernels
* Improved the performance of multithreaded xSYRK
* Fixed OpenMP builds that use the LLVM Clang compiler together with GNU gfortran
(where linking of both the LLVM libomp and GNU libgomp could lead to lockups or
wrong results)
* Fixed miscompilations by old gcc 4.6
* Fixed misdetection of AVX2 capability in some Sandybridge cpus
* Fixed lockups in builds combining DYNAMIC_ARCH with TARGET=GENERIC on OpenBSD
ARM64:
* Fixed segmemtation faults in DYNAMIC_ARCH builds
MIPS:
* Improved kernels for Loongson 3R3 ("3A") and 3R4 ("3B") models, including MSA
* Fixed bugs in the MSA kernels for CGEMM, CTRMM, CGEMV and ZGEMV
* Added handling of zero increments in the MSA kernels for SSWAP and DSWAP
* Added DYNAMIC_ARCH support for MIPS64 (currently Loongson3R3/3R4 only)
SPARC:
* Fixed building 32 and 64 bit SPARC kernels with the SolarisStudio compilers
====================================================================
Version 0.3.12
24-Oct-2020
common:
* Fixed missing BLAS/LAPACK functions (inadvertently dropped during
the build system restructuring)
* Fixed argument conversion macro in LAPACKE_zgesvdq (LAPACK #458)
POWER:
* Added optimized SCOPY/CCOPY kernels for POWER10
* Increased and unified the default size of the GEMM BUFFER
* Fixed building for POWER10 in DYNAMIC_ARCH mode
* POWER10 compatibility test now checks binutils version as well
* Cleaned up compiler warnings
x86_64:
* corrected compiler version checks for AVX2 compatibility
* added compiler option -mavx2 for building with flang
* fixed direct SGEMM pathway for small matrix sizes (broken by
the code refactoring in 0.3.11)
* fixed unhandled partial register clobbers in several kernels
for AXPY,DOT,GEMV_N and GEMV_T flagged by gcc10 tree-vectorizer
ARMV8:
* improved Apple Vortex support to include cross-compiling
====================================================================
Version 0.3.11
17-Oct-2020
common:
* API change:
the newly added BFLOAT16 functions were renamed to use the
letter "B" instead of "H" to avoid potential confusion with
the IEEE "half precision float" type, i.e. the 0.3.10
SHGEMM is now SBGEMM and the corresponding build option
was changed from "BUILD_HALF" to "BUILD_BFLOAT16".
* Reduced the default BLAS3_MEM_ALLOC_THRESHOLD (used as an upper
limit for placing temporary arrays on the stack) to be compatible
with a stack size of 1mb (as imposed by the JAVA runtime library)
* Added mixed-precision dot function SBDOT and utility functions
shstobf16, shdtobf16, sbf16tos and dbf16tod to convert between
single or double precision float arrays and bfloat16 arrays
* Fixed prototypes of LAPACK_?ggsvp and LAPACK_?ggsvd functions
in lapack.h
* Fixed underflow and rounding errors in LAPACK SLANV2 and DLANV2
(causing miscalculations in e.g. SHSEQR/DHSEQR, LAPACK issue #263)
* Fixed workspace calculation in LAPACK ?GELQ (LAPACK issue #415)
* Fixed several bugs in the LAPACK testsuite
* Improved performance of TRMM and TRSM for certain problem sizes
* Fixed infinite recursions and workspace miscalculations in ReLAPACK
* CMAKE builds no longer require pkg-config for creating the .pc file
* Makefile builds no longer misread NO_CBLAS=0 or NO_LAPACK=0 as
enabling these options
* Fixed detection of gfortran when invoked through an mpi wrapper
* Improve thread reinitialization performance with OpenMP after a fork
* Added support for building only the subset of the library required
for a particular precision by specifying BUILD_SINGLE, BUILD_DOUBLE
* Optional function name prefixes and suffixes are now correctly
reflected in the generated cblas.h
* Added CMAKE build support for the LAPACK and multithreading tests
POWER:
* Added optimized support for POWER10
* Added support for compiling for POWER8 in 32bit mode
* Added support for compilation with LLVM/clang
* Added support for compilation with NVIDIA/PGI compilers
* Fixed building on big-endian POWER8
* Fixed miscompilation of ZDOTC by gcc10
* Fixed alignment errors in the POWER8 SAXPY kernel
* Improved CPU detection on AIX
* Supported building with older compilers on POWER9
x86_64:
* Added support for Intel Cooperlake
* Added autodetection of AMD Renoir/Matisse/Zen3 cpus
* Added autodetection of Intel Comet Lake cpus
* Reimplemented ?sum, ?dot and daxpy using universal intrinsics
* Reset the fpu state before using the fpu on Windows as a workaround
for a problem introduced in Windows 10 build 19041 (a.k.a. SDK 2004)
* Fixed potentially undefined behaviour in the dot and gemv_t kernels
* Fixed a potential segmentation fault in DYNAMIC_ARCH builds
* Fixed building for ZEN with PGI/NVIDIA and AMD AOCC compilers
ARMV7:
* Fixed cpu detection on BSD-like systems
ARMV8:
* Added preliminary support for Apple Vortex cpus
* Added support for the Cavium ThunderX3T110 cpu
* Fixed cpu detection on BSD-like systems
* Fixed compilation in -std=C18 mode
IBM Z:
* Added support for compiling with the clang compiler
* Improved GEMM performance on Z14
====================================================================
Version 0.3.10
14-Jun-2020
common:
* Improved thread locking behaviour in blas_server and parallel getrf
* Imported bugfix 394 from LAPACK (spurious reference to "XERBL"
due to overlong lines)
* Imported bugfix 403 from LAPACK (compile option "recursive" required
for correctness with Intel and PGI)
* Imported bugfix 408 from LAPACK (wrong scaling in ZHEEQUB)
* Imported bugfix 411 from LAPACK (infinite loop in LARGV/LARTG/LARTGP)
* Fixed mismatches between BUFFERSIZE and GEMM_UNROLL parameters that
could lead to crashes at large matrix sizes
* Restored internal soname in dynamic libraries on FreeBSD and Dragonfly
* Added API (openblas_setaffinity) to set the thread affinity on Linux
* Added initial infrastructure for half-precision floating point
(bfloat16) support with a generic implementation of SHGEMM
* Added CMAKE build system support for building the cblas_Xgemm3m
functions
* Fixed CMAKE support for building in a path with embedded spaces
* Fixed CMAKE (non)handling of NO_EXPRECISION and MAX_STACK_ALLOC
* Fixed GCC version detection in the Makefiles
* Allowed overriding the names of AR, AS and LD in Makefile builds
POWER:
* Fixed big-endian POWER8 ELFv2 builds on FreeBSD
* Fixed GCC version checks and DYNAMIC_ARCH builds on POWER9
* Fixed CMAKE build support for POWER9
* fixed a potential race condition in the thread buffer allocation
* Worked around LAPACK test failures on PPC G4
MIPS:
* Fixed a potential race condition in the thread buffer allocation
* Added support for MIPS 24K/24KE family based on P5600 kernels
MIPS64:
* fixed a potential race condition in the thread buffer allocation
* Added TARGET=GENERIC
ARMV7:
* Fixed a race condition in the thread buffer allocation
ARMV8:
* Fixed a race condition in the thread buffer allocation
* Fixed zero initialisation in the assembly for SGEMM and DGEMM BETA
* Improved performance of the ThunderX2 DAXPY kernel
* Added an optimized SGEMM kernel for Cortex A53
* Fixed Makefile support for INTERFACE64 (8-byte integer)
x86_64:
* Fixed a syntax error in the CMAKE setup for SkylakeX
* Improved performance of STRSM on Haswell, SkylakeX and Ryzen
* Improved SGEMM performance on SGEMM for workloads with ldc a
multiple of 1024
* Improved DGEMM performance on Skylake X
* Fixed unwanted AVX512-dependency of SGEMM in DYNAMIC_ARCH
builds created on SkylakeX
* Removed data alignment requirement in the SSE2 copy kernels
that could cause spurious crashes
* Added a workaround for an optimizer bug in AppleClang 11.0.3
* Fixed LAPACK test failures due to wrong options for Intel Fortran
* Fixed compilation and LAPACK test results with recent Flang
and AMD AOCC
* Fixed DYNAMIC_ARCH builds with CMAKE on OS X
* Fixed missing exports of cblas_i?amin, cblas_i?min, cblas_i?max,
cblas_?sum, cblas_?gemm3m in the shared library on OS
* Fixed reporting of cpu name in DYNAMIC_ARCH builds (would sometimes
show the name of an older generation chip supported by the same kernels)
IBM Z:
* Improved performance of SGEMM/STRMM and DGEMM/DTRMM on Z14
====================================================================
Version 0.3.9
1-Mar-2020
common:
* Fixed a miscompilation of the GETRF functions with CMAKE
* Imported bugfix 390 from LAPACK (missing NaN propagation in xCOMBSSQ)
* The size of the memory buffer used for splitting GEMM tasks across
multiple threads can now be configured in the build system.
POWER:
* Fixed several compilation problems related to endianness
and ELF version on POWER8 and POWER9
* Fixed use of the absolute value IAMIN/IAMAX instead of IMIN/IMAX
* Fixed a race condition in the level3 blas code
MIPS64:
* Fixed use of the absoltute value IAMIN/IAMAX instead of IMIN/IMAX
ARMV7:
* Fixed a race condition in the level3 blas code
* Fixed compilation on Android
ARMV8:
* Added support for Ampere EMAG8180
* Added support for Neoverse N1
* Improved performance of the blas_lock function
* Fixed a race condition in the level3 blas code
* Fixed a performance regression on TSV110-based servers
x86_64:
* Fixed a long-standing error with undeclared register overwrites
in the DSCAL microkernel for HASWELL,SKYLAKEX and ZEN
* Fixed a long-standing bug in the SSE implementation of IAMAX
* Fixed a CMAKE build failure with DYNAMIC_ARCH
* Fixed cpu autodetection of Goldmont+, Cannon Lake and Ice Lake
* Fixed a compilation failure on OSX with compiler name containing dash
* Fixed compilation with MinGW on SkylakeX
* Improved speed of the AVX512 GEMM3M kernel on SkylakeX
* Added an AVX512 STRMM kernel for SkylakeX
* Improved GEMM performance on Haswell and Zen
zarch:
* fixed compilation of the DYNAMIC_ARCH code
====================================================================
Version 0.3.8
9-Feb-2020
common:
` * LAPACK has been updated to 3.9.0 (plus patches up to
January 2nd, 2020)
* CMAKE support has been improved in several areas including
cross-compilation
* a thread race condition in the GEMM3M kernels was resolved
* the "generic" (plain C) gemm beta kernel used by many targets
has been sped up
* an optimized version of the LAPACK trtrs functions has been added
* an incompatibilty between the LAPACK tests and the OpenBLAS
implementation of XERBLA was resolved, removing the numerous
warnings about wrong error exits in the former
* support for NetBSD has been added
* support for compilation with g95 and non-GNU versions of ld
has been improved
* support for compilation with (upcoming) gcc 10 has been added
POWER:
* worked around miscompilation of several POWER8 and POWER9
kernels by older versions of gcc
* added support for big-endian POWER8 and for compilation on AIX
* corrected bugs in the big-endian support for PPC440 and PPC970
* DYNAMIC_ARCH support is now available in CMAKE builds as well
ARMV8:
* performance of DGEMM_BETA and SGEMM_NCOPY has been improved
* compilation for 32bit works again
* performance of the RPCC function has been improved
* improved performance on small systems
* DYNAMIC_ARCH support is now available in CMAKE builds as well
* cross-compilation from OSX to IOS was simplified
x86_64:
* a new AVX512 DGEMM kernel was added and the AVX512 SGEMM kernel
was significantly improved
* optimized AVX512 kernels for CGEMM and ZGEMM have been added
* AVX2 kernels for STRMM, SGEMM, and CGEMM have been significantly
sped up and optimized CGEMM3M and ZGEMM3M kernels have been added
* added support for QEMU virtual cpus
* a compilation problem with PGI and SUN compilers was fixed
* Intel "Goldmont plus" is now autodetected
* a potential crash on program exit on MS Windows has been fixed
x86:
* an unwanted case sensitivity in the implementation of LSAME
on older 32bit AMD cpus was fixed
zarch:
* Z15 is now supported as Z14
* DYNAMIC_ARCH is now available on ZARCH as well
====================================================================
Version 0.3.7
11-Aug 2019
common:
* having the gmake special variables TARGET_ARCH or TARGET_MACH
defined no longer causes build failures in ctest or utest
* defining NO_AFFINITY or USE_TLS to 0 in gmake builds no longer
has the same effect as setting them to 1
* a new test program was added to allow checking the library for
thread safety
* a new option USE_LOCKING was added to ensure thread safety when
OpenBLAS itself is built without multithreading but will be
called from multiple threads.
* a build failure on Linux with glibc versions earlier than 2.5
was fixed
* a runtime error with CPU enumeration (and NO_AFFINITY not set)
on glibc 2.6 was fixed
* NO_AFFINITY was added to the CMAKE options (and defaults to being
active on Linux, as in the gmake builds)
x86_64:
* the build-time logic for detection of AVX512 availability in
the processor and compiler was fixed
* gmake builds on OSX now set the internal name of the library to
libopenblas.0.dylib (consistent with CMAKE)
* the Haswell DGEMM kernel received a significant speedup through
improved prefetch and load instructions
* performance of DGEMM, DTRMM, DTRSM and ZDOT on Zen/Zen2 was markedly
increased by avoiding vpermpd instructions
* the SKYLAKEX (AVX512) DGEMM helper functions have now been disabled
to fix remaining errors in DGEMM, DSYMM and DTRMM
POWER:
* added support for building on FreeBSD/powerpc64 and FreeBSD/ppc970
* added optimized kernels for POWER9 SGEMM and STRMM
ARMV7:
* fixed the softfp implementations of xAMAX and IxAMAX
* removed the predefined -march= flags on both ARMV5 and ARMV6 as
they were appropriate for only a subset of platforms
====================================================================
Version 0.3.6
29-Apr-2019
common:
* the build tools now check that a given cpu TARGET is actually valid
* the build-time check of system features (c_check) has been made
less dependent on particular perl features (this should mainly
benefit building on Windows)
* several problem with the ReLAPACK integration were fixed,
including INTERFACE64 support and building a shared library
* building with CMAKE on BSD systems was improved
* a non-absolute SUM function was added based on the
existing optimized code for ASUM
* CBLAS interfaces to the IxMIN and IxMAX functions were added
* a name clash between LAPACKE and BOOST headers was resolved
* CMAKE builds with OpenMP failed to include the appropriate getrf_parallel
kernels
* a crash on thread (key) deletion with the USE_TLS=1 memory management
option was fixed
* restored several earlier fixes, in particular for OpenMP performance,
building on BSD, and calling fork on CYGWIN, which had inadvertently
been dropped in the 0.3.3 rewrite of the memory management code.
x86_64:
* the AVX512 DGEMM kernel has been disabled again due to unsolved problems
* building with old versions of MSVC was fixed
* it is now possible to build a static library on Windows with CMAKE
* accessing environment variables on CYGWIN at run time was fixed
* the CMAKE build system now recognizes 32bit userspace on 64bit hardware
* Intel "Denverton" atom and Hygon "Dhyana" zen CPUs are now autodetected
* building for DYNAMIC_ARCH with a DYNAMIC_LIST of targets is now supported
with CMAKE as well
* building for DYNAMIC_ARCH with GENERIC as the default target is now supported
* a buffer overflow in the SSE GEMM kernel for Intel Nano targets was fixed
* assembly bugs involving undeclared modification of input operands were fixed
in the AXPY, DOT, GEMV, GER, SCAL, SYMV and TRSM microkernels for Nehalem,
Sandybridge, Haswell, Bulldozer and Piledriver. These would typically cause
test failures or segfaults when compiled with recent versions of gcc from 8 onward.
* a similar bug was fixed in the blas_quickdivide code used to split workloads
in most functions
* a bug in the IxMIN implementation for the GENERIC target made it return the result of IxMAX
* fixed building on SkylakeX systems when either the compiler or the (emulated) operating
environment does not support AVX512
* improved GEMM performance on ZEN targets
x86:
* build failures caused by the recently added checks for AVX512 were fixed
* an inline assembly bug involving undeclared modification of an input argument was
fixed in the blas_quickdivide code used to split workloads in most functions
* a bug in the IMIN implementation for the GENERIC target made it return the result of IMAX
MIPS32:
* a bug in the IMIN implementation made it return the result of IMAX
POWER:
* single precision BLAS1/2 functions have received optimized POWER8 kernels
* POWER9 is now a separate target, with an optimized DGEMM/DTRMM kernel
* building on PPC970 systems under OSX Leopard or Tiger is now supported
* out-of-bounds memory accesses in the gemm_beta microkernels were fixed
* building a shared library on AIX is now supported for POWER6
* DYNAMIC_ARCH support has been added for POWER6 and newer
ARMv7:
* corrected xDOT behaviour with zero INC_X or INC_Y
* a bug in the IMIN implementation made it return the result of IMAX
ARMv8:
* added support for HiSilicon TSV110 cpus
* the CMAKE build system now recognizes 32bit userspace on 64bit hardware
* cross-compilation with CMAKE now works again
* a bug in the IMIN implementation made it return the result of IMAX
* ARMV8 builds with the BINARY=32 option are now automatically handled as ARMV7
IBM Z:
* optimized microkernels for single precicion BLAS1/2 functions have been added
for both Z13 and Z14
====================================================================
Version 0.3.5
31-Dec-2018
common:
* loop unrolling in TRMV has been enabled again.
* A domain error in the thread workload distribution for SYRK
has been fixed.
* gmake builds will now automatically add -fPIC to the build
options if the platform requires it.
* a pthreads key leakage (and associate crash on dlclose) in
the USE_TLS codepath was fixed.
* building of the utest cases on systems that do not provide
an implementation of complex.h was fixed.
x86_64:
* the SkylakeX code was changed to compile on OSX.
* unwanted application of the -march=skylake-avx512 option
to the common code parts of a DYNAMIC_ARCH build was fixed.
* improved performance of SGEMM for small workloads on Skylake X.
* performance of SGEMM and DGEMM was improved on Haswell.
ARMV8:
* a configuration error that broke the CNRM2 kernel was corrected.
* compilation of the GEMM kernels with CMAKE was fixed.
* DYNAMIC_ARCH builds are now available with CMAKE as well.
* using CMAKE for cross-compilation to the new cpu TARGETs
introduced in 0.3.4 now works.
POWER:
* a problem in cpu autodetection for AIX has been corrected.
====================================================================
Version 0.3.4
02-Dec-2018
common:
* the new, experimental thread-local memory allocation had
inadvertently been left enabled for gmake builds in 0.3.3
despite the announcement. It is now disabled by default, and
single-threaded builds will keep using the old allocator even
if the USE_TLS option is turned on.
* OpenBLAS will now provide enough buffer space for at least 50
threads by default.
* The output of openblas_get_config() now contains the version
number.
* A serious thread safety bug in GEMV operation with small M and
large N size has been fixed.
* The code will now automatically call blas_thread_init after a
fork if needed before handling a call to openblas_set_num_threads
* Accesses to parallelized level3 functions from multiple callers
are now serialized to avoid thread races (unless using OpenMP).
This should provide better performance than the known-threadsafe
(but non-default) USE_SIMPLE_THREADED_LEVEL3 option.
* When building LAPACK with gfortran, -frecursive is now (again)
enabled by default to ensure correct behaviour.
* The OpenBLAS version cblas.h now supports both CBLAS_ORDER and
CBLAS_LAYOUT as the name of the matrix row/column order option.
* Externally set LDFLAGS are now passed through to the final compile/link
steps to facilitate setting platform-specific linker flags.
* A potential race condition during the build of LAPACK (that would
usually manifest itself as a failure to build TESTING/MATGEN) has been
fixed.
* xHEMV has been changed to stay single-threaded for small input sizes
where the overhead of multithreading exceeds any possible gains
* CSWAP and ZSWAP have been limited to a single thread except on ARMV8 or
ThunderX hardware with sizable input.
* Linker flags for the PGI compiler have been updated
* Behaviour of AXPY with zero increments is now handled in the C interface,
correcting the result on at least Intel Atom.
* The result matrix from calling SGELSS with an all-zero input matrix is
now zeroed completely.
x86_64:
* Autodetection of AMD Ryzen2 has been fixed (again).
* CMAKE builds now support labeling of an INTERFACE64=1 build of
the library with the _64 suffix.
* AVX512 version of DGEMM has been added and the AVX512 SGEMM kernel
has been sped up by rewriting with C intrinsics
* Fixed compilation on RHEL5/CENTOS5 (issue with typename __WAIT_STATUS)
POWER:
* added support for building on AIX (with gcc and GNU tools from AIX Toolbox).
* CPU type detection has been implemented for AIX.
* CPU type detection has been fixed for NETBSD.
MIPS64:
* AXPY on LOONGSON3A has been corrected to pass "zero increment" utest.
* DSDOT on LOONGSON3A has been fixed.
* the SGEMM microkernel has been hardened against potential data loss.
ARMV8:
* DYNAMic_ARCH support is now available for 64bit ARM
* cross-compiling for ARMV8 under iOS now works.
* cpu-specific code has been rearranged to make better use of both
hardware commonalities and model-specific compiler optimizations.
* XGENE1 has been removed as a TARGET, superseded by the improved generic
ARMV8 support.
ARMV7:
* Older assembly mnemonics have been converted to UAL form to allow
building with clang 7.0
* Cross compiling LAPACKE for Android has been fixed again (broken by
update to LAPACK 3.7.0 some while ago).
====================================================================
Version 0.3.3
31-Aug-2018
common:
* thread memory allocation has been switched back to the method
used before version 0.3.1 due to unexpected problems caused by
the new code under some circumstances. A new compile-time option
USE_TLS has been added to enable the new code, and it is hoped
that this can become the default again in the next version.
* LAPAck PR272 has been integrated, which fixes spurious errors
in DSYEVR and related functions caused by missing conversion
from ILAENV to ILAENV_2STAGE in several _2stage routines.
* the cmake-generated OpenBLASConfig.cmake now uses correct case
for the name of the library
* added support for Haiku OS
x86_64:
* added AVX512 implementations of SDOT, DDOT, SAXPY, DAXPY,
DSCAL, DGEMVN and DSYMVL
* added a workaround for a cygwin issue that prevented compilation
of AVX512 code
IBM Z:
* added autodetection of Z14
* fixed TRMM errors in the generic target
====================================================================
Version 0.3.2
30-Jul-2018
common:
* fixes for regressions caused by the rewrite of the thread
initialization code in 0.3.1
POWER:
* fixed cpu autodetection for the BSDs
MIPS64:
* fixed utest errors in AXPY, DSDOT, ROT and SWAP
x86_64:
* added autodetection of AMD Ryzen 2
* fixed build with older versions of MSVC
====================================================================
Version 0.3.1
01-Jul-2018
common:
* rewritten thread initialization code with significantly reduced overhead
* added CBLAS interfaces to the IxAMIN BLAS extension functions
* fixed the lapack-test target
* CMAKE builds now create an OpenBLASConfig.cmake file
* ZAXPY now uses a single thread for small input sizes
* the LAPACK code was updated from Reference-LAPACK/lapack#253
(fixing LAPACKE interfaces to Aasen's functions)
POWER:
* corrected CROT and ZROT behaviour with zero INC_X
ARMV7:
* corrected xDOT behaviour with zero INC_X or INC_Y
x86_64:
* retired some older targets of DYNAMIC_ARCH builds to a new option DYNAMIC_OLDER,
this affects PENRYN,DUNNINGTON,OPTERON,OPTERON_SSE3,BOBCAT,ATOM and NANO
(which will still be supported via the slower PRESCOTT kernels when this option is not set)
* added an option DYNAMIC_LIST that (used in conjunction with DYNAMIC_ARCH) allows to
specify the list of x86_64 targets to include. Any target not on the list will be supported
by the Sandybridge or Nehalem kernels if available, or by Prescott.
* improved SWITCH_RATIO on Haswell for increased GEMM throughput
* added initial support for Intel Skylake X, including an AVX512 SGEMM kernel
* added autodetection of Intel Cannon Lake series as Skylake X
* added a default L2 cache size for hypervisors that return zero here (Chromebook)
* fixed a name clash with recent Windows10 headers that broke the build with (at least)
recent mingw from MSYS2
* fixed a link error in mixed clang/gfortran builds with OpenMP
* updated the OSX deployment target to 10.8
* switched on parallel make for builds on MS Windows by default
x86:
* fixed SSWAP and DSWAP behaviour with zero INC_X and INC_Y
====================================================================
Version 0.3.0
23-May-2108
common:
* fixed some more thread race and locking bugs
* added preliminary support for calling an OpenMP build of the library from multiple threads
* removed performance impact of thread locks added in 0.2.20 on OpenMP code
* general code cleanup
* optimized DSDOT implementation
* improved thread distribution for GEMM
* corrected IMATCOPY/OMATCOPY implementation
* fixed out-of-bounds accesses in the multithreaded xBMV/xPMV and SYMV implementations
* cmake build improvements
* pkgconfig file now contains build options
* openblas_get_config() now reports USE_OPENMP and NUM_THREADS settings used for the build
* corrections and improvements for systems with more than 64 cpus
* LAPACK code updated to 3.8.0 including later fixes
* added ReLAPACK, a recursive implementation of several LAPACK functions
* Rewrote ROTMG to handle cases that the netlib code failed to address
* Disabled (broken) multithreading code for xTRMV
* corrected prototypes of complex CBLAS functions to make our cblas.h match the generally accepted standard
* shared memory access failures on startup are now handled more gracefully
* restored utests from earlier releases (and made them pass on all affected systems)
SPARC:
* several fixes for cpu autodetection
POWER:
* corrected vector register overwriting in several Power8 kernels
* optimized additional BLAS functions
ARM:
* added support for CortexA53 and A72
* added autodetection for ThunderX2T99
* made most optimized kernels the default for generic ARMv8 targets
x86_64:
* parallelized DDOT kernel for Haswell
* changed alignment directives in assembly kernels to boost performance on OSX
* fixed register handling in the GEMV microkernels (bug exposed by gcc7)
* added support for building on OpenBSD and Dragonfly
* updated compiler options to work with Intel release 2018
* support fully optimized build with clang/flang on Microsoft Windows
* fixed building on AIX
IBM Z:
* added optimized BLAS 1/2 functions
MIPS:
* fixed cpu autodetection helper code
* added mips32 1004K cpu (Mediatek MT7621 and similar SoC)
* added mips64 I6500 cpu
====================================================================
Version 0.2.20
24-Jul-2017
common:
* Improved CMake support
* Fixed several thread race and locking bugs
* Fixed default LAPACK optimization level
* Updated LAPACK to 3.7.0
* Added ReLAPACK (https://github.com/HPAC/ReLAPACK, make BUILD_RELAPACK=1)
POWER:
* Optimizations for Power9
* Fixed several Power8 assembly bugs
ARM:
* New optimized Vulcan and ThunderX2T99 targets
* Support for ARMV7 SOFT_FP ABI (make ARM_SOFTFP_ABI=1)
* Detect all cpu cores including offline ones
* Fix compilation with CLANG
* Support building a shared library for Android
MIPS:
* Fixed several threading issues
* Fix compilation with CLANG
x86_64:
* Detect Intel Bay Trail and Apollo Lake
* Detect Intel Sky Lake and Kaby Lake
* Detect Intel Knights Landing
* Detect AMD A8, A10, A12 and Ryzen
* Support 64bit builds with Visual Studio
* Fix building with Intel and PGI compilers
* Fix building with MINGW and TDM-GCC
* Fix cmake builds for Haswell and related cpus
* Fix building for Sandybridge with CLANG 3.9
* Add support for the FLANG compiler
IBM Z:
* New target z13 with BLAS3 optimizations
====================================================================
Version 0.2.19
1-Sep-2016
common:
* Improved cross compiling.
* Fix the bug on musl libc.
POWER:
* Optimize BLAS on Power8
* Fixed Julia+OpenBLAS bugs on Power8
MIPS:
* Optimize BLAS on MIPS P5600 and I6400 (Thanks, Shivraj Patil, Kaustubh Raste)
ARM:
* Improved on ARM Cortex-A57. (Thanks, Ashwin Sekhar T K)
====================================================================
Version 0.2.18
12-Apr-2016
common:
* If you set MAKE_NB_JOBS flag less or equal than zero,
make will be without -j.
x86/x86_64:
* Support building Visual Studio static library. (#813, Thanks, theoractice)
* Fix bugs to pass buidbot CI tests (http://build.openblas.net)
ARM:
* Provide DGEMM 8x4 kernel for Cortex-A57 (Thanks, Ashwin Sekhar T K)
POWER:
* Optimize S and C BLAS3 on Power8
* Optimize BLAS2/1 on Power8
====================================================================
Version 0.2.17
20-Mar-2016
common:
* Enable BUILD_LAPACK_DEPRECATED=1 by default.
====================================================================
Version 0.2.16
15-Mar-2016
common:
* Avoid potential getenv segfault. (#716)
* Import LAPACK svn bugfix #142-#147,#150-#155
x86/x86_64:
* Optimize c/zgemv for AMD Bulldozer, Piledriver, Steamroller
* Fix bug with scipy linalg test.
ARM:
* Improve DGEMM for ARM Cortex-A57. (Thanks, Ashwin Sekhar T K)
POWER:
* Optimize D and Z BLAS3 functions for Power8.
====================================================================
Version 0.2.16.rc1
23-Feb-2016
common:
* Upgrade LAPACK to 3.6.0 version.
Add BUILD_LAPACK_DEPRECATED option in Makefile.rule to build
LAPACK deprecated functions.
* Add MAKE_NB_JOBS option in Makefile.
Force number of make jobs.This is particularly
useful when using distcc. (#735. Thanks, Jerome Robert.)
* Redesign unit test. Run unit/regression test at every build (Travis-CI and Appveyor).
* Disable multi-threading for small size swap and ger. (#744. Thanks, Jerome Robert)
* Improve small zger, zgemv, ztrmv using stack alloction (#727. Thanks, Jerome Robert)
* Let openblas_get_num_threads return the number of active threads.
(#760. Thanks, Jerome Robert)
* Support illumos(OmniOS). (#749. Thanks, Lauri Tirkkonen)
* Fix LAPACK Dormbr, Dormlq bug. (#711, #713. Thanks, Brendan Tracey)
* Update scipy benchmark script. (#745. Thanks, John Kirkham)
x86/x86_64:
* Optimize trsm kernels for AMD Bulldozer, Piledriver, Steamroller.
* Detect Intel Avoton.
* Detect AMD Trinity, Richland, E2-3200.
* Fix gemv performance bug on Mac OSX Intel Haswell.
* Fix some bugs with CMake and Visual Studio
ARM:
* Support and optimize Cortex-A57 AArch64.
(#686. Thanks, Ashwin Sekhar TK)
* Fix Android build on ARMV7 (#778. Thanks, Paul Mustiere)
* Update ARMV6 kernels.
POWER:
* Fix detection of POWER architecture
(#684. Thanks, Sebastien Villemot)
====================================================================
Version 0.2.15
27-Oct-2015
common:
* Support cmake on x86/x86-64. Natively compiling on MS Visual Studio.
(experimental. Thank Hank Anderson for the initial cmake porting work.)
On Linux and Mac OSX, OpenBLAS cmake supports assembly kernels.
e.g. cmake .
make
make test (Optional)
On Windows MS Visual Studio, OpenBLAS cmake only support C kernels.
(OpenBLAS uses AT&T style assembly, which is not supported by MSVC.)
e.g. cmake -G "Visual Studio 12 Win64" .
Open OpenBLAS.sln and build.
* Enable MAX_STACK_ALLOC flags by default.
Improve ger and gemv for small matrices.
* Improve gemv parallel with small m and large n case.
* Improve ?imatcopy when lda==ldb (#633. Thanks, Martin Koehler)
* Add vecLib benchmarks (#565. Thanks, Andreas Noack.)
* Fix LAPACK lantr for row major matrices (#634. Thanks, Dan Kortschak)
* Fix LAPACKE lansy (#640. Thanks, Dan Kortschak)
* Import bug fixes for LAPACKE s/dormlq, c/zunmlq
* Raise the signal when pthread_create fails (#668. Thanks, James K. Lowden)
* Remove g77 from compiler list.
* Enable AppVeyor Windows CI.
x86/x86-64:
* Support pure C generic kernels for x86/x86-64.
* Support Intel Boardwell and Skylake by Haswell kernels.
* Support AMD Excavator by Steamroller kernels.
* Optimize s/d/c/zdot for Intel SandyBridge and Haswell.
* Optimize s/d/c/zdot for AMD Piledriver and Steamroller.
* Optimize s/d/c/zapxy for Intel SandyBridge and Haswell.
* Optimize s/d/c/zapxy for AMD Piledriver and Steamroller.
* Optimize d/c/zscal for Intel Haswell, dscal for Intel SandyBridge.
* Optimize d/c/zscal for AMD Bulldozer, Piledriver and Steamroller.
* Optimize s/dger for Intel SandyBridge.
* Optimize s/dsymv for Intel SandyBridge.
* Optimize ssymv for Intel Haswell.
* Optimize dgemv for Intel Nehalem and Haswell.
* Optimize dtrmm for Intel Haswell.
ARM:
* Support Android NDK armeabi-v7a-hard ABI (-mfloat-abi=hard)
e.g. make HOSTCC=gcc CC=arm-linux-androideabi-gcc NO_LAPACK=1 TARGET=ARMV7
* Fix lock, rpcc bugs (#616, #617. Thanks, Grazvydas Ignotas)
POWER:
* Support ppc64le platform (ELF ABI v2. #612. Thanks, Matthew Brandyberry.)
* Support POWER7/8 by POWER6 kernels. (#612. Thanks, Fábio Perez.)
====================================================================
Version 0.2.14
24-Mar-2015
common:
* Improve OpenBLASConfig.cmake. (#474, #475. Thanks, xantares.)
* Improve ger and gemv for small matrices by stack allocation.
e.g. make -DMAX_STACK_ALLOC=2048 (#482. Thanks, Jerome Robert.)
* Introduce openblas_get_num_threads and openblas_get_num_procs.
(#497. Thanks, Erik Schnetter.)
* Add ATLAS-style ?geadd function. (#509. Thanks, Martin Köhler.)
* Fix c/zsyr bug with negative incx. (#492.)
* Fix race condition during shutdown causing a crash in
gotoblas_set_affinity(). (#508. Thanks, Ton van den Heuvel.)
x86/x86-64:
* Support AMD Streamroller.
ARM:
* Add Cortex-A9 and Cortex-A15 targets.
====================================================================
Version 0.2.13
3-Dec-2014
common:
* Add SYMBOLPREFIX and SYMBOLSUFFIX makefile options
for adding a prefix or suffix to all exported symbol names
in the shared library.(#459, Thanks Tony Kelman)
* Provide OpenBLASConfig.cmake at installation.
* Fix Fortran compiler detection on FreeBSD.
(#470, Thanks Mike Nolta)
x86/x86-64:
* Add generic kernel files for x86-64. make TARGET=GENERIC
* Fix a bug of sgemm kernel on Intel Sandy Bridge.
* Fix c_check bug on some amd64 systems. (#471, Thanks Mike Nolta)
ARM:
* Support APM's X-Gene 1 AArch64 processors.
Optimize trmm and sgemm. (#465, Thanks Dave Nuechterlein)
====================================================================
Version 0.2.12
13-Oct-2014
common:
* Added CBLAS interface for ?omatcopy and ?imatcopy.
* Enable ?gemm3m functions.
* Added benchmark for ?gemm3m.
* Optimized multithreading lower limits.
* Disabled SYMM3M and HEMM3M functions
because of segment violations.
x86/x86-64:
* Improved axpy and symv performance on AMD Bulldozer.
* Improved gemv performance on modern Intel and AMD CPUs.
====================================================================
Version 0.2.11
18-Aug-2014
common:
* Added some benchmark codes.
* Fix link error on Linux/musl.(Thanks Isaac Dunham)
x86/x86-64:
* Improved s/c/zgemm performance for Intel Haswell.
* Improved s/d/c/zgemv performance.
* Support the big numa machine.(EXPERIMENT)
ARM:
* Fix detection when cpuinfo uses "Processor". (Thanks Isaiah)
====================================================================
Version 0.2.10
16-Jul-2014
common:
* Added BLAS extensions as following.
s/d/c/zaxpby, s/d/c/zimatcopy, s/d/c/zomatcopy.
* Added OPENBLAS_CORETYPE environment for dynamic_arch. (a86d34)
* Added NO_AVX2 flag for old binutils. (#401)
* Support outputing the CPU corename on runtime.(#407)
* Patched LAPACK to fix bug 114, 117, 118.
(http://www.netlib.org/lapack/bug_list.html)
* Disabled ?gemm3m for a work-around fix. (#400)
x86/x86-64:
* Fixed lots of bugs for optimized kernels on sandybridge,Haswell,
bulldozer, and piledriver.
https://github.com/xianyi/OpenBLAS/wiki/Fixed-optimized-kernels-To-do-List
ARM:
* Improved LAPACK testing.
====================================================================
Version 0.2.9
10-Jun-2014
common:
* Improved the result for LAPACK testing. (#372)
* Installed DLL to prefix/bin instead of prefix/lib. (#366)
* Build import library on Windows.(#374)
x86/x86-64:
* To improve LAPACK testing, we fallback some kernels. (#372)
https://github.com/xianyi/OpenBLAS/wiki/Fixed-optimized-kernels-To-do-List
====================================================================
Version 0.2.9.rc2
06-Mar-2014
common:
* Added OPENBLAS_VERBOSE environment variable.(#338)
* Make OpenBLAS thread-pool resilient to fork via pthread_atfork.
(#294, Thank Olivier Grisel)
* Rewrote rotmg
* Fixed sdsdot bug.
x86/x86-64:
* Detect Intel Haswell for new Macbook.
====================================================================
Version 0.2.9.rc1
13-Jan-2013
common:
* Update LAPACK to 3.5.0 version
* Fixed compatiable issues with Clang and Pathscale compilers.
x86/x86-64:
* Optimization on Intel Haswell.
* Enable optimization kernels on AMD Bulldozer and Piledriver.
ARM:
* Support ARMv6 and ARMv7 ISA.