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Changelog.txt 105 kB

5 years ago
5 years ago
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  1. OpenBLAS ChangeLog
  2. ====================================================================
  3. Version 0.3.30
  4. 19-Jun-2025
  5. general:
  6. - fixed an installation problem with the thread safety test in gmake builds
  7. - fixed spurious overwriting of an input array in complex GEMMT/GEMMTR
  8. - fixed naming of GEMMTR in error messages from XERBLA
  9. - fixed compilation of SBGEMMT/SBGEMMTR in CMake builds
  10. - fixed the implementation of ?NRM2 to handle INCX=0 correctly
  11. - removed tests for CSROT and ZDROT that relied on unspecified behavior
  12. - fixed a performance regression in multithreaded GEMM that was particularly
  13. serious on POWER targets
  14. - fixed linking issues when using LLVM's flang-new with gmake
  15. - fixed a potential thread safety problem with C11 atomic operations
  16. - further improved the workload partitioning in parallel GEMM
  17. - fixed omission of LAPACKE interfaces for CGESVDQ,CTRSYL3 and ?GEQPF in
  18. CMake builds
  19. - fixed mishandling of setting NO_LAPACK to FALSE, and incorrect dependencies
  20. for LAPACK function SPMV in CMake builds
  21. - added explicit CMake options for building LAPACKE and shared libraries
  22. - simplified and improved handling of OpenMP options in CMake builds
  23. - reworked Windows DLL generation in CMake builds to ensure correct symbol
  24. renaming (pre/postfixing) and optional generation of PDB files for debugging
  25. - updated the Perl script version of the gensymbol utility for use with
  26. Windows-on-Arm
  27. - Fixed building with (Mingw) gmake on Windows to ensure completeness of the
  28. LAPACK included in the static library (potential race condition due to the
  29. Windows version of the "ln" utility creating snapshot copies rather than links)
  30. - fixed unwanted deletion of the lapacke_mangling.h file by "make clean"
  31. - fixed potential duplication of a _64 suffix on library names in CMake builds
  32. - fixed compilation of the C fallback copies of the LAPACK code with GCC 15
  33. - included fixed from the Reference-LAPACK project:
  34. - fixed a truncated error message in the EIG part of the testsuite
  35. (Reference-LAPACK PR 1119)
  36. - fixed too strict check in LAPACKE_?gesdd_work (PR #1126)
  37. - fixed memory corruption when calling ?GEEV with non-finite data (PR #1128)
  38. - fixed missing initialization of a variable in C/GEQP3RK (PR #1131)
  39. - fixed 2nd dimension chosen in C/ZUNMLQ transposition operation (PR #1135)
  40. x86_64:
  41. - fixed an error in the SBGEMV kernel for Cooper Lake/Sapphire Rapids
  42. - fixed corner cases of NAN and INF input handling in CSCAL and ZSCAL
  43. - improved the compiler identification code for flang-new
  44. - fixed a potential build issue in the ZSUM kernel
  45. - fixed "argument list too long" errors when building on MacOS
  46. - added cpu autodetection support for several new Arrow Lake models
  47. - fixed conditional inclusion of the fast path SGEMM kernel in DYNAMIC_ARCH
  48. - fixed compilation with the MinGW build of GCC 15
  49. arm64:
  50. - fixed cpu type detection of A64FX and some ThunderX models (broken in 0.3.29)
  51. - added support for the AmpereOne/1A cpus in DYNAMIC_ ARCH builds
  52. - added an optimized SBGEMM kernel for NEOVERSEV1
  53. - improved 1xN SBGEMM performance by forwarding to SBGEMV
  54. - introduced a stepwise increase of the thread count used for
  55. SGEMM and SGEMV on NEOVERSEV1/V2 in relation to problem size
  56. - introduced a stepwise increase of the thread count used for
  57. DGEMV on NEOVERSEV1 in relation to problem size
  58. - introduced a stepwise increase of the thread count used for
  59. SDOT and DDOT on NEOVERSEV1 in relation to problem size
  60. - worked around assembler limitations in LLVM for Windows-on-Arm
  61. - enabled cpu type autodetection from the registry on Windows-on-Arm
  62. - improved multithreading threshold for GEMV and GESV on Windows-on-Arm
  63. - fixed overoptimization issues with LLVM's flang in Windows-on-Arm
  64. - fixed corner cases of NAN and INF input handling in CSCAL and ZSCAL
  65. - added a fast path SGEMM kernel for small workloads on SME capable targets
  66. - improved performance of SGEMM and DGEMM kernels for small workloads
  67. - improved performance of SGEMV and DGEMV on SVE-capable targets
  68. - improved performance of SGEMV on NEOVERSEN1 and Apple M
  69. - added optimized SSYMV and DSYMV kernels for NEOVERSEN1, Apple M and all
  70. SVE capable targets
  71. - added optimized SBGEMV kernels for NEOVERSEV1/V2/N2
  72. - improved performance of SGEMM through faster NCOPY kernels
  73. - added compiler options for the NVIDIA HPC Compiler Suite
  74. - fixed compilation on OSX with XCode 16.3 and later
  75. - fixed cpu core type and cache size detection on Apple M4
  76. - updated GEMM parameter settings for Neoverse cpus in cross-builds with CMake
  77. - fixed default compiler options for NEOVERSEN1 and CORTEXX2 in CMake builds
  78. - fixed conditional inclusion of the fast path SGEMM kernel in DYNAMIC_ARCH
  79. - fixed potential miscompilation of the non-SVE SDOT kernel
  80. riscv64:
  81. - added optimized SROTM and DROTM kernels for x280
  82. - fixed corner cases of NAN and INF input handling in CSCAL and ZSCAL
  83. - improved performance of GEMM_TCOPY on RVV1.0 targets with
  84. VLEN of 128 or 256
  85. - improved performance of OMATCOPY on targets with VLEN 256
  86. - greatly improved performance of SGEMV/DGEMV
  87. - improved performance of CGEMV and ZGEMV on C910V and all RVV targets
  88. with VLEN 256
  89. - improved performance of SAXPBY and DAXPBY on C910V and all RVV targets
  90. with VLEN 256
  91. - improved performance of AXPY and DOT on C910V and ZVL256B targets by
  92. falling back to non-vectorized code for very small N. (Thereby fixing
  93. poor performance of CHBMV/ZHBMV for very small K)
  94. - fixed CMake build failures of the TRMM kernels
  95. loongarch64:
  96. - improved performance of the LSX versions of SSYMV/DSYMV
  97. - made the LASX versions of the DSYMV and SSYMV kernels
  98. compatible with hardware changes in LA664 and future targets
  99. - fixed inaccuracies in several LASX kernels
  100. - improved compatibility of LSX kernels with LA264 targets
  101. - fixed handling of deprecated target names in CMake builds
  102. - fixed corner cases of NAN and INF input handling in CSCAL and ZSCAL
  103. power:
  104. - fixed building for PPCG4 with CMake
  105. - fixed SSCAL/DSCAL on PPC970 running FreeBSD
  106. - fixed a potential alignment issue in the POWER8 SGEMV kernel
  107. - fixed corner cases of NAN and INF input handling in CSCAL and ZSCAL
  108. zarch:
  109. - fixed corner cases of NAN and INF input handling in CSCAL and ZSCAL
  110. - fixed unwanted generation of object files with a writable stack
  111. x86:
  112. - fixed corner cases of NAN and INF input handling in CSCAL and ZSCAL
  113. - worked around potential miscompilation of CDOT with very old binutils
  114. arm:
  115. - fixed corner cases of NAN and INF input handling in CSCAL and ZSCAL
  116. - fixed unwanted generation of object files with a writable stack
  117. sparc:
  118. - fixed corner cases of NAN and INF input handling in CSCAL and ZSCAL
  119. alpha:
  120. - fixed build failure caused by spurious Windows-only typecasts
  121. cell:
  122. - fixed probable build issue caused by spurious Windows-only typecasts
  123. ====================================================================
  124. Version 0.3.29
  125. 12-Jan-2025
  126. general:
  127. - fixed a potential NULL pointer dereference in multithreaded builds
  128. - added function aliases for GEMMT using its new name GEMMTR adopted by Reference-BLAS
  129. - fixed a build failure when building without LAPACK_DEPRECATED functions
  130. - the minimum required CMake version for CMake-based builds was raised to 3.16.0 in order
  131. to remove many compatibility and deprecation warnings
  132. - added more detailed CMake rules for OpenMP builds (mainly to support recent LLVM)
  133. - fixed the behavior of the recently added CBLAS_?GEMMT functions with row-major data
  134. - improved thread scaling of multithreaded SBGEMV
  135. - improved thread scaling of multithreaded TRTRI
  136. - fixed compilation of the CBLAS testsuite with gcc14 (and no Fortran compiler)
  137. - added support for option handling changes in flang-new from LLVM18 onwards
  138. - added support for recent calling conventions changes in Cray and NVIDIA compilers
  139. - added support for compilation with the NAG Fortran compiler
  140. - fixed placement of the -fopenmp flag and libsuffix in the generated pkgconfig file
  141. - improved the CMakeConfig file generated by the Makefile build
  142. - fixed const-correctness of cblas_?geadd in cblas.h
  143. - fixed a potential inaccuracy in multithreaded BLAS3 calls
  144. - fixed empty implementations of get/set_affinity that print a warning in OpenMP builds
  145. - fixed function signatures for TRTRS in the converted C version of LAPACK
  146. - fixed omission of several single-precision LAPACK symbols in the shared library
  147. - improved build instructions for the provided "pybench" benchmarks
  148. - improved documentation, including added build instructions for WoA and HarmonyOS
  149. as well as descriptions of environment variables that affect build and runtime behavior
  150. - added a separate "make install_tests" target for use with cross-compilations
  151. - integrated improvements and corrections from Reference-LAPACK:
  152. - removed a comparison in LAPACKE ?tpmqrt that is always false (LAPACK PR 1062)
  153. - fixed the leading dimension for B in tests for GGEV (LAPACK PR 1064)
  154. - replaced the ?LARFT functions with a recursive implementation (LAPACK PR 1080)
  155. arm:
  156. - fixed build with recent versions of the NDK (missing .type declaration of symbols)
  157. arm64:
  158. - fixed a long-standing bug in the (generic) c/zgemm_beta kernel that could lead to
  159. reads and writes outside the array bounds in some circumstances
  160. - rewrote cpu autodetection to scan all cores and return the highest performing type
  161. - improved the DGEMM performance for SVE targets and small matrix sizes
  162. - improved dimension criteria for forwarding from GEMM to GEMV kernels
  163. - added SVE kernels for ROT and SWAP
  164. - improved SVE kernels for SGEMV and DGEMV on A64FX and NEOVERSEV1
  165. - added support for using the "small matrix" kernels with CMake as well
  166. - fixed compilation on Windows on Arm
  167. - improved compile-time detection of SVE capability
  168. - added cpu autodetection and initial support for Apple M4
  169. - added support for compilation on systems running IOS
  170. - added support for compilation on NetBSD ("evbarm" architecture)
  171. - fixed NRM2 implementations for generic SVE targets and the Neoverse N2
  172. - fixed compilation for SVE-capable targets with the NVIDIA compiler
  173. x86_64:
  174. - fixed a wrong storage size in the SBGEMV kernel for Cooper Lake
  175. - added cpu autodetection for Intel Granite Rapids
  176. - added cpu autodetection for AMD Ryzen 5 series
  177. - added optimized SOMATCOPY_CT for AVX-capable targets
  178. - fixed the fallback implementation of GEMM3M in GENERIC builds
  179. - tentatively re-enabled builds with the EXPRECISION option
  180. - worked around a miscompilation of tests with mingw32-gfortran14
  181. - added support for compilation with the Intel oneAPI 2025.0 compiler on Windows
  182. power:
  183. - fixed multithreaded SBGEMM
  184. - fixed a CMake build problem on POWER10
  185. - improved the performance of SGEMV
  186. - added vectorized implementations of SBGEMV and support for forwarding 1xN SBGEMM to them
  187. - fixed illegal instructions and potential memory overflow in SGEMM on PPCG4
  188. - fixed handling of NaN and Inf arguments in SSCAL and DSCAL on PPC440,G4 and 970
  189. - added improved CGEMM and ZGEMM kernels for POWER10
  190. - added Makefile logic to remove all optimization flags in DEBUG builds
  191. mips64:
  192. - fixed compilation with gcc14
  193. - fixed GEMM parameter selection for the MIPS64_GENERIC target
  194. - fixed a potential build failure when compiling with OpenMP
  195. loongarch64:
  196. - fixed compilation for Loongson3 with recent versions of gmake
  197. - fixed a potential loss of precision in Loongson3A GEMM
  198. - fixed a potential build failure when compiling with OpenMP
  199. - added optimized SOMATCOPY for LASX-capable targets
  200. - introduced a new cpu naming scheme while retaining compatibility
  201. - added support for cross-compiling Loongarch64 targets with CMake
  202. - added support for compilation with LLVM
  203. riscv64:
  204. - removed thread yielding overhead caused by sched_yield
  205. - replaced some non-standard intrinsics with their official names
  206. - fixed and sped up the implementations of CGEMM/ZGEMM TCOPY for vector lenghts 128 and 256
  207. - improved the performance of SNRM2/DNRM2 for RVV1.0 targets
  208. - added optimized ?OMATCOPY_CN kernels for RVV1.0 targets
  209. ====================================================================
  210. Version 0.3.28
  211. 8-Aug-2024
  212. general:
  213. - Reworked the unfinished implementation of HUGETLB from GotoBLAS
  214. for allocating huge memory pages as buffers on suitable systems
  215. - Changed the unfinished implementation of GEMM3M for the generic
  216. target on all architectures to at least forward to regular GEMM
  217. - Improved multithreaded GEMM performance for large non-skinny matrices
  218. - Improved BLAS3 performance on larger multicore systems through improved
  219. parallelism
  220. - Improved performance of the initial memory allocation by reducing
  221. locking overhead
  222. - Improved performance of GBMV at small problem sizes by introducing
  223. a size barrier for the switch to multithreading
  224. - Added an implementation of the CBLAS_GEMM_BATCH extension
  225. - Fixed miscompilation of CAXPYC and ZAXPYC on all architectures in
  226. CMAKE builds (error introduced in 0.3.27)
  227. - Fixed corner cases involving the handling of NAN and INFINITY
  228. arguments in ?SCAL on all architectures
  229. - Added support for cross-compiling to WEBM with CMAKE (in addition
  230. to the already present makefile support)
  231. - Fixed NAN handling and potential accuracy issues in compilations with
  232. Intel ICX by supplying a suitable fp-model option by default
  233. - The contents of the github project wiki have been converted into
  234. a new set of documentation included with the source code.
  235. - It is now possible to register a callback function that replaces
  236. the built-in support for multithreading with an external backend
  237. like TBB (openblas_set_threads_callback_function)
  238. - Fixed potential duplication of suffixes in shared library naming
  239. - Improved C compiler detection by the build system to tolerate more
  240. naming variants for gcc builds
  241. - Fixed an unnecessary dependency of the utest on CBLAS
  242. - Fixed spurious error reports from the BLAS extensions utest
  243. - Fixed unwanted invocation of the GEMM3M tests in cross-compilation
  244. - Fixed a flaw in the makefile build that could lead to the pkgconfig
  245. file containing an entry of UNKNOWN for the target cpu after installing
  246. - Integrated fixes from the Reference-LAPACK project:
  247. - Fixed uninitialized variables in the LAPACK tests for ?QP3RK (PR 961)
  248. - Fixed potential bounds error in ?UNHR_COL/?ORHR_COL (PR 1018)
  249. - Fixed potential infinite loop in the LAPACK testsuite (PR 1024)
  250. - Make the variable type used for hidden length arguments configurable (PR 1025)
  251. - Fixed SYTRD workspace computation and various typos (PR 1030)
  252. - Prevent compiler use of FMA that could increase numerical error in ?GEEVX (PR 1033)
  253. x86-64:
  254. - reverted thread management under Windows to its state before 0.3.26
  255. due to signs of race conditions in some circumstances now under study
  256. - fixed accidental selection of the unoptimized generic SBGEMM kernel
  257. in CMAKE builds for CooperLake and SapphireRapids targets
  258. - fixed a potential thread buffer overrun in SBSTOBF16 on small systems
  259. - fixed an accuracy issue in ZSCAL introduced in 0.3.26
  260. - fixed compilation with CMAKE and recent releases of LLVM
  261. - added support for Intel Emerald Rapids and Meteor Lake cpus
  262. - added autodetection support for the Zhaoxin KX-7000 cpu
  263. - fixed autodetection of Intel Prescott (probably broken since 0.3.19)
  264. - fixed compilation for older targets with the Yocto SDK
  265. - fixed compilation of the converter-generated C versions
  266. of the LAPACK sources with gcc-14
  267. - improved compiler options when building with CMAKE and LLVM for
  268. AVX512-capable targets
  269. - added support for supplying the L2 cache size via an environment
  270. variable (OPENBLAS_L2_SIZE) in case it is not correctly reported
  271. (as in some VM configurations)
  272. - improved the error message shown when thread creation fails on startup
  273. - fixed setting the rpath entry of the dylib in CMAKE builds on MacOS
  274. arm:
  275. - fixed building for baremetal targets with make
  276. arm64:
  277. - Added a fast path forwarding SGEMM and DGEMM calls with a 1xN or Mx1
  278. matrix to the corresponding GEMV kernel
  279. - added optimized SGEMV and DGEMV kernels for A64FX
  280. - added optimized SVE kernels for small-matrix GEMM
  281. - added A64FX to the cpu list for DYNAMIC_ARCH
  282. - fixed building with support for cpu affinity
  283. - worked around accuracy problems with C/ZNRM2 on NeoverseN1 and
  284. Apple M targets
  285. - improved GEMM performance on Neoverse V1
  286. - fixed compilation for NEOVERSEN2 with older compilers
  287. - fixed potential miscompilation of the SVE SDOT and DDOT kernels
  288. - fixed potential miscompilation of the non-SVE CDOT and ZDOT kernels
  289. - fixed a potential overflow when using very large user-defined BUFFERSIZE
  290. - fixed setting the rpath entry of the dylib in CMAKE builds on MacOS
  291. power:
  292. - Added a fast path forwarding SGEMM and DGEMM calls with a 1xN or Mx1
  293. matrix to the corresponding GEMV kernel
  294. - significantly improved performance of SBGEMM on POWER10
  295. - fixed compilation with OpenMP and the XLF compiler
  296. - fixed building of the BLAS extension utests under AIX
  297. - fixed building of parts of the LAPACK testsuite with XLF
  298. - fixed CSWAP/ZSWAP on big-endian POWER10 targets
  299. - fixed a performance regression in SAXPY on POWER10 with OpenXL
  300. - fixed accuracy issues in CSCAL/ZSCAL when compiled with LLVM
  301. - fixed building for POWER9 under FreeBSD
  302. - fixed a potential overflow when using very large user-defined BUFFERSIZE
  303. - fixed an accuracy issue in the POWER6 kernels for GEMM and GEMV
  304. riscv64:
  305. - Added a fast path forwarding SGEMM and DGEMM calls with a 1xN or Mx1
  306. matrix to the corresponding GEMV kernel
  307. - fixed building for RISCV64_GENERIC with OpenMP enabled
  308. - added DYNAMIC_ARCH support (comprising GENERIC_RISCV64 and the two
  309. RVV 1.0 targets with vector length of 128 and 256)
  310. - worked around the ZVL128B kernels for AXPBY mishandling the special
  311. case of zero Y increment
  312. loongarch64:
  313. - improved GEMM performance on servers of the 3C5000 generation
  314. - improved performance and stability of DGEMM
  315. - improved GEMV and TRSM kernels for LSX and LASX vector ABIs
  316. - fixed CMAKE compilation with the INTERFACE64 option set
  317. - fixed compilation with CMAKE
  318. - worked around spurious errors flagged by the BLAS3 tests
  319. - worked around a miscompilation of the POTRS utest by gcc 14.1
  320. mips64:
  321. - fixed ASUM and SUM kernels to accept negative step sizes in X
  322. - fixed complex GEMV kernels for MSA
  323. ====================================================================
  324. Version 0.3.27
  325. 4-Apr-2024
  326. general:
  327. - added initial (generic) support for the CSKY architecture
  328. - capped the maximum number of threads used in GEMM, GETRF and POTRF to avoid creating
  329. underutilized or idle threads
  330. - sped up multithreaded POTRF on all platforms
  331. - added extension openblas_set_num_threads_local() that returns the previous thread count
  332. - re-evaluated the SGEMV and DGEMV load thresholds to avoid activating multithreading
  333. for too small workloads
  334. - improved the fallback code used when the precompiled number of threads is exceeded,
  335. and made it callable multiple times during the lifetime of an instance
  336. - added CBLAS interfaces for the BLAS extensions ?AMIN,?AMAX, CAXPYC and ZAXPYC
  337. - fixed a potential buffer overflow in the interface to the GEMMT kernels
  338. - fixed use of incompatible pointer types in GEMMT and C/ZAXPBY as flagged by GCC-14
  339. - fixed unwanted case sensitivity of the character parameters in ?TRTRS
  340. - sped up the OpenMP thread management code
  341. - fixed sizing of logical variables in INTERFACE64 builds of the C version of LAPACK
  342. - fixed inclusion of new LAPACK and LAPACKE functions from LAPACK 3.11 in the shared library
  343. - added a testsuite for the BLAS extensions
  344. - modified the error thresholds for SGS/DGS functions in the LAPACK testsuite to suppress
  345. spurious errors
  346. - added support for building the benchmark collection with CMAKE
  347. - added rewriting of linker options to avoid linking both libgomp and libomp in CMAKE builds
  348. with OpenMP enabled that use clang with gfortran
  349. - fixed building on systems with ucLibc
  350. - added support for calling ?NRM2 with a negative increment value on all architectures
  351. - added support for the LLVM18 version of the flang-new compiler
  352. - fixed handling of the OPENBLAS_LOOPS variable in several benchmarks
  353. - Integrated fixes from the Reference-LAPACK project:
  354. - Increased accuracy in C/ZLARFGP (Reference-LAPACK PR 981)
  355. x86:
  356. - fixed handling of NaN and Inf arguments in ZSCAL
  357. - fixed GEMM3M functions failing in CMAKE builds
  358. x86-64:
  359. - removed all instances of sched_yield() on Linux and BSD
  360. - fixed a potential deadlock in the thread server on MSWindows (introduced in 0.3.26)
  361. - fixed GEMM3M functions failing in CMAKE builds
  362. - fixed handling of NaN and Inf arguments in ZSCAL
  363. - added compiler checks for AVX512BF16 compatibility
  364. - fixed LLVM compiler options for Sapphire Rapids
  365. - fixed cpu handling fallbacks for Sapphire Rapids with
  366. disabled AVX2 in DYNAMIC_ARCH mode
  367. - fixed extensions SCSUM and DZSUM
  368. - improved GEMM performance for ZEN targets
  369. arm:
  370. - fixed handling of NaN and Inf arguments in ZSCAL
  371. arm64:
  372. - added initial support for the Cortex-A76 cpu
  373. - fixed handling of NaN and Inf arguments in ZSCAL
  374. - fixed default compiler options for gcc (-march and -mtune)
  375. - added support for ArmCompilerForLinux
  376. - added support for the NeoverseV2 cpu in DYNAMIC_ARCH builds
  377. - fixed mishandling of the INTERFACE64 option in CMAKE builds
  378. - corrected SCSUM kernels (erroneously duplicating SCASUM behaviour)
  379. - added SVE-enabled kernels for CSUM/ZSUM
  380. - worked around an inaccuracy in the NRM2 kernels for NeoverseN1 and Apple M
  381. power:
  382. - improved performance of SGEMM on POWER8/9/10
  383. - improved performance of DGEMM on POWER10
  384. - added support for OpenMP builds with xlc/xlf on AIX
  385. - improved cpu autodetection for DYNAMIC_ARCH builds on older AIX
  386. - fixed cpu core counting on AIX
  387. - added support for building a shared library on AIX
  388. riscv64:
  389. - added support for the X280 cpu
  390. - added support for semi-generic RISCV models with vector length 128 or 256
  391. - added support for compiling with either RVV 0.7.1 or RVV 1.0 standard compilers
  392. - fixed handling of NaN and Inf arguments in ZSCAL
  393. - improved cpu model autodetection
  394. - fixed corner cases in ?AXPBY for C910V
  395. - fixed handling of zero increments in ?AXPY kernels for C910V
  396. loongarch64:
  397. - added optimized kernels for ?AMIN and ?AMAX
  398. - fixed handling of NaN and Inf arguments in ZSCAL
  399. - fixed handling of corner cases in ?AXPBY
  400. - fixed computation of SAMIN and DAMIN in LSX mode
  401. - fixed computation of ?ROT
  402. - added optimized SSYMV and DSYMV kernels for LSX and LASX mode
  403. - added optimized CGEMM and ZGEMM kernels for LSX and LASX mode
  404. - added optimized CGEMV and ZGEMV kernels
  405. mips:
  406. - fixed utilizing MSA on P5600 and related cpus (broken in 0.3.22)
  407. - fixed handling of NaN and Inf arguments in ZSCAL
  408. - fixed mishandling of the INTERFACE64 option in CMAKE builds
  409. zarch:
  410. - fixed handling of NaN and Inf arguments in ZSCAL
  411. - fixed calculation of ?SUM on Z13
  412. ====================================================================
  413. Version 0.3.26
  414. 2-Jan-2024
  415. general:
  416. - improved the version of openblas.pc that is created by the CMAKE build
  417. - fixed a CMAKE-specific build problem on older versions of MacOS
  418. - worked around linking problems on old versions of MacOS
  419. - corrected installation location of the lapacke_mangling header in CMAKE builds
  420. - added type declarations for complex variables to the MSVC-specific parts of the LAPACK header
  421. - significantly sped up ?GESV for small problem sizes by introducing a lower bound for multithreading
  422. - imported additions and corrections from the Reference-LAPACK project:
  423. - added new LAPACK functions for truncated QR with pivoting (Reference-LAPACK PRs 891&941)
  424. - handle miscalculation of minimum work array size in corner cases (Reference-LAPACK PR 942)
  425. - fixed use of uninitialized variables in ?GEDMD and improved inline documentation (PR 959)
  426. - fixed use of uninitialized variables (and consequential failures) in ?BBCSD (PR 967)
  427. - added tests for the recently introduced Dynamic Mode Decomposition functions (PR 736)
  428. - fixed several memory leaks in the LAPACK testsuite (PR 953)
  429. - fixed counting of testsuite results by the Python script (PR 954)
  430. x86-64:
  431. - fixed computation of CASUM on SkylakeX and newer targets in the special
  432. case that AVX512 is not supported by the compiler or operating environment
  433. - fixed potential undefined behaviour in the CASUM/ZASUM kernels for AVX512 targets
  434. - worked around a problem in the pre-AVX kernels for GEMV
  435. - sped up the thread management code on MS Windows
  436. arm64:
  437. - fixed building of the LAPACK testsuite with Xcode 15 on Apple M1 and newer
  438. - sped up the thread management code on MS Windows
  439. - sped up SGEMM and DGEMM on Neoverse V1 and N1
  440. - sped up ?DOT on SVE-capable targets
  441. - reduced the number of targets in DYNAMIC_ARCH builds by eliminating functionally equivalent ones
  442. - included support for Apple M1 and newer targets in DYNAMIC_ARCH builds
  443. power:
  444. - improved the SGEMM kernel for POWER10
  445. - fixed compilation with (very) old versions of gcc
  446. - fixed detection of old 32bit PPC targets in CMAKE-based builds
  447. - added autodetection of the POWERPC 7400 subtype
  448. - fixed CMAKE-based compilation for PPCG4 and PPC970 targets
  449. loongarch64:
  450. - added and improved optimized kernels for almost all BLAS functions
  451. ====================================================================
  452. Version 0.3.25
  453. 12-Nov-2023
  454. general:
  455. - improved the error message shown on exceeding the maximum thread count
  456. - improved the code to add supplementary thread buffers in case of overflow
  457. - fixed a potential division by zero in ?ROTG
  458. - improved the ?MATCOPY functions to accept zero-sized rows or columns
  459. - corrected empty prototypes in function declarations
  460. - cleaned up unused declarations in the f2c-converted versions of the LAPACK sources
  461. - fixed compilation with the Cray CCE Compiler suite
  462. - improved link line rewriting to avoid mixed libgomp/libomp builds with clang&gfortran
  463. - worked around OPENMP builds with LLVM14's libomp hanging on FreeBSD
  464. - improved the Makefiles to require less option duplication on "make install"
  465. - imported the following changes from the upcoming release 3.12 of Reference-LAPACK
  466. - deprecate utility functions ?GELQS and ?GEQRS (LAPACK PR 900)
  467. - apply rounding up to workspace calculations done in floating point (LAPACK PR 904)
  468. - avoid overflow in STGEX2/DTGEX2 (LAPACK PR 907)
  469. - fix accumulation in ?LASSQ (LAPACK PR 909)
  470. - fix handling of NaN values in ?GECON (LAPACK PR 926)
  471. - avoid overflow in CBDSQR/ZBDSQR (LAPACK PR 927)
  472. - fix poor vector orthogonalizations in ?ORBDB5/?UNBDB5 (LAPACK PR 928 & 930)
  473. x86-64:
  474. - fixed compile-time autodetection of AMD Ryzen3 and Ryzen4 cpus
  475. - fixed capability-based fallback selection for unknown cpus in DYNAMIC_ARCH
  476. - added AVX512 optimizations for ?ASUM on Sapphire Rapids and Cooper Lake
  477. ARM64:
  478. - fixed building on Apple with homebrew gcc
  479. - fixed building with XCODE 15
  480. - fixed building on A64FX and Cortex A710/X1/X2
  481. - increased the default buffer size for recent ARM server cpus
  482. POWER:
  483. - fixed building with the IBM xlf 16.1.1 compiler
  484. - fixed building with IBM XL C
  485. - added support for DYNAMIC_ARCH builds with clang
  486. - fixed union declaration in the BFLOAT16 test case
  487. - enable optimizations for the AIX assembler on POWER10
  488. LOONGARCH64:
  489. - added an optimized SGEMV kernel
  490. - added an optimized DTRSM kernel
  491. ====================================================================
  492. Version 0.3.24
  493. 03-Sep-2023
  494. general:
  495. - declared the arguments of cblas_xerbla as const (in accordance with the reference implementation
  496. and others, the previous discrepancy appears to have dated back to GotoBLAS)
  497. - fixed the implementation of ?GEMMT that was added in 0.3.23
  498. - made cpu-specific SWITCH_RATIO parameters for GEMM available to DYNAMIC_ARCH builds
  499. - fixed application of SYMBOLSUFFIX in CMAKE builds
  500. - fixed missing SSYCONVF function in the shared library
  501. - fixed parallel build logic used with gmake
  502. - added support for compilation with LLVM17, in particular its new Fortran compiler
  503. - added support for CMAKE builds using the NVIDIA HPC compiler
  504. - fixed INTERFACE64 builds with CMAKE and the f95 Fortran compiler
  505. - fixed cross-build detection and management in c_check
  506. - disabled building of the tests with CMAKE when ONLY_CBLAS is defined
  507. - fixed several issues with the handling of runtime limits on the number of OPENMP threads
  508. - corrected the error code returned by SGEADD/DGEADD when LDA is too small
  509. - corrected the error code returned by IMATCOPY when LDB is too small
  510. - updated ?NRM2 to support negative increment values (as introduced in release 3.10
  511. of the reference BLAS)
  512. - fixed OpenMP builds with CLANG for the case where libomp is not in a standard location
  513. - fixed a potential overwrite of unrelated memory during thread initialisation on startup
  514. - fixed a potential integer overflow in the multithreading threshold for ?SYMM/?SYRK
  515. - fixed build of the LAPACKE interfaces for the LAPACK 3.11.0 ?TRSYL functions added in 0.3.22
  516. - fixed installation of .cmake files in concurrent 32 and 64bit builds with CMAKE
  517. - applied additions and corrections from the development branch of Reference-LAPACK:
  518. - fixed actual arguments passed to a number of LAPACK functions (from Reference-LAPACK PR 885)
  519. - fixed workspace query results in LAPACK ?SYTRF/?TRECV3 (from Reference-LAPACK PR 883)
  520. - fixed derivation of the UPLO parameter in LAPACKE_?larfb (from Reference-LAPACK PR 878)
  521. - fixed a crash in LAPACK ?GELSDD on NRHS=0 (from Reference-LAPACK PR 876)
  522. - added new LAPACK utility functions CRSCL and ZRSCL (from Reference-LAPACK PR 839)
  523. - corrected the order of eigenvalues for 2x2 matrices in ?STEMR (Reference-LAPACK PR 867)
  524. - removed spurious reference to OpenMP variables outside OpenMP contexts (Reference-LAPACK PR 860)
  525. - updated file comments on use of LAMBDA variable in LAPACK (Reference-LAPACK PR 852)
  526. - fixed documentation of LAPACK SLASD0/DLASD0 (Reference-LAPACK PR 855)
  527. - fixed confusing use of "minor" in LAPACK documentation (Reference-LAPACK PR 849)
  528. - added new LAPACK functions ?GEDMD for dynamic mode decomposition (Reference-LAPACK PR 736)
  529. - fixed potential stack overflows in the EIG part of the LAPACK testsuite (Reference-LAPACK PR 854)
  530. - applied small improvements to the variants of Cholesky and QR functions (Reference-LAPACK PR 847)
  531. - removed unused variables from LAPACK ?BDSQR (Reference-LAPACK PR 832)
  532. - fixed a potential crash on allocation failure in LAPACKE SGEESX/DGEESX (Reference-LAPACK PR 836)
  533. - added a quick return from SLARUV/DLARUV for N < 1 (Reference-LAPACK PR 837)
  534. - updated function descriptions in LAPACK ?GEGS/?GEGV (Reference-LAPACK PR 831)
  535. - improved algorithm description in ?GELSY (Reference-LAPACK PR 833)
  536. - fixed scaling in LAPACK STGSNA/DTGSNA (Reference-LAPACK PR 830)
  537. - fixed crash in LAPACKE_?geqrt with row-major data (Reference-LAPACK PR 768)
  538. - added LAPACKE interfaces for C/ZUNHR_COL and S/DORHR_COL (Reference-LAPACK PR 827)
  539. - added error exit tests for SYSV/SYTD2/GEHD2 to the testsuite (Reference-LAPACK PR 795)
  540. - fixed typos in LAPACK source and comments (Reference-LAPACK PRs 809,811,812,814,820)
  541. - adopt refactored ?GEBAL implementation (Reference-LAPACK PR 808)
  542. x86_64:
  543. - added cpu model autodetection for Intel Alder Lake N
  544. - added activation of the AMX tile to the Sapphire Rapids SBGEMM kernel
  545. - worked around miscompilations of GEMV/SYMV kernels by gcc's tree-vectorizer
  546. - fixed compilation of Cooperlake and Sapphire Rapids kernels with CLANG
  547. - fixed runtime detection of Cooperlake and Sapphire Rapids in DYNAMIC_ARCH
  548. - fixed feature-based cputype fallback in DYNAMIC_ARCH
  549. - added support for building the AVX512 kernels with the NVIDIA HPC compiler
  550. - corrected ZAXPY result on old pre-AVX hardware for the INCX=0 case
  551. - fixed a potential use of uninitialized variables in ZTRSM
  552. ARM64:
  553. - added cpu model autodetection for Apple M2
  554. - fixed wrong results of CGEMM/CTRMM/DNRM2 under OSX (use of reserved register)
  555. - added support for building the SVE kernels with the NVIDIA HPC compiler
  556. - added support for building the SVE kernels with the Apple Clang compiler
  557. - fixed compiler option handling for building the SVE kernels with LLVM
  558. - implemented SWITCH_RATIO parameter for improved GEMM performance on Neoverse
  559. - activated SVE SGEMM and DGEMM kernels for Neoverse V1
  560. - improved performance of the SVE CGEMM and ZGEMM kernels on Neoverse V1
  561. - improved kernel selection for the ARMV8SVE target and added it to DYNAMIC_ARCH
  562. - fixed runtime check for SVE availability in DYNAMIC_ARCH builds to take OS or
  563. container restrictions into account
  564. - fixed a potential use of uninitialized variables in ZTRSM
  565. - fix a potential misdetection of ARMV8 hardware as 32bit in CMAKE builds
  566. LOONGARCH64:
  567. - added ABI detection
  568. - added support for cpu affinity handling
  569. - fixed compilation with early versions of the Loongson toolchain
  570. - added an optimized SGEMM kernel for 3A5000
  571. - added optimized DGEMV kernels for 3A5000
  572. - improved the performance of the DGEMM kernel for 3A5000
  573. MIPS64:
  574. - fixed miscompilation of TRMM kernels for the MIPS64_GENERIC target
  575. POWER:
  576. - fixed compiler warnings in the POWER10 SBGEMM kernel
  577. RISCV:
  578. - fixed application of the INTERFACE64 option when building with CMAKE
  579. - fix a potential misdetection of RISCV hardware as 32bit in CMAKE builds
  580. - fixed IDAMAX and DOT kernels for C910V
  581. - fixed corner cases in the ROT and SWAP kernels for C910V
  582. - fixed compilation of the C910V target with recent vendor compilers
  583. ====================================================================
  584. Version 0.3.23
  585. 01-Apr-2023
  586. general:
  587. - fixed a serious regression in GETRF/GETF2 and ZGETRF/ZGETF2 where
  588. subnormal but nonzero data elements triggered the singularity flag
  589. - fixed a long-standing bug in CSPR/ZSPR in single-threaded operation
  590. for cases where elements of the X vector are real numbers (or
  591. complex with only the real part zero)
  592. - fixed gmake builds with the option NO_LAPACK
  593. - fixed a few instances in the gmake Makefiles where expressly
  594. setting NO_LAPACK=0 or NO_LAPACKE=0 would have the opposite effect
  595. x86_64:
  596. - added further CPUID values for Intel Raptor Lake
  597. ====================================================================
  598. Version 0.3.22
  599. 26-Mar-2023
  600. general:
  601. - Updated the included LAPACK to Reference-LAPACK release 3.11.0
  602. plus post-release corrections and improvements
  603. - Added initial support for processing with the EMSCRIPTEN javascript
  604. converter (yielding a single-threaded build only)
  605. - Added a threshold for multithreading in SYMM, SYMV and SYR2K
  606. - Increased the threshold for multithreading in SYRK
  607. - OpenBLAS no longer decreases the global OMP_NUM_THREADS when it
  608. exceeds the maximum thread count the library was compiled for.
  609. - fixed ?GETF2 potentially returning NaN with tiny matrix elements
  610. - fixed openblas_set_num_threads to work in USE_OPENMP builds
  611. - fixed cpu core counting in USE_OPENMP builds returning the number
  612. of OMP "places" rather than cores
  613. - fixed interpretation of USE_PERL=0 in build scripts
  614. - fixed linking of the library with libm in CMAKE builds
  615. - fixed startup delays resulting from a wrong default setting of
  616. NO_WARMUP in CMAKE builds
  617. - fixed inconsistent defaults for overriding of LAPACK SPMV, SPR,
  618. SYMV, SYR functions in gmake and CMAKE builds
  619. - fixed stride calculation in the optimized small-matrix path of
  620. complex SYR
  621. - fixed compilation of ReLAPACK with CMAKE
  622. - fixed pkgconfig file contents for INTERFACE64 builds
  623. - fixed building of Reference-LAPACK with recent gfortran
  624. - fixed building with only a subset of precision types on Windows
  625. - added new environment variable OPENBLAS_DEFAULT_NUM_THREADS
  626. - added a GEMV-based implementation of GEMMT
  627. - added support for building under QNX
  628. - updated support for (cross-)building for ALPHA targets
  629. x86_64:
  630. - added autodetection of Intel Raptor Lake cpu models
  631. - added SSCAL microkernels for Haswell and newer targets
  632. - improved the performance of the Haswell DSCAL microkernel
  633. - added CSCAL and ZSCAL microkernels for SkylakeX targets
  634. - fixed detection of gfortran and Cray CCE compilers
  635. - fixed detection of recent versions of the Intel Fortran compiler
  636. - fixed compilation with LLVM to no longer run out of AVX512 registers
  637. - fix cpu type option setting with recent NVIDIA HPC compiler versions
  638. - fixed compilation for/on AMD Ryzen 4 cpus
  639. - fixed compilation of AVX2-capable targets with Apple Clang
  640. - fixed runtime selection of COOPERLAKE in DYNAMIC_ARCH builds
  641. - worked around gcc/llvm using risky FMA operations in CSCAL/ZSCAL
  642. - worked around miscompilations of GEMV, SYMV and ZDOT kernels
  643. by gcc12's tree-vectorizer on OSX and Windows
  644. ARM:
  645. - fixed cross-compilation to ARMV5 and ARMV6 targets with CMAKE
  646. ARMV8:
  647. - fixed cross-compilation to CortexA53 with CMAKE
  648. - fixed compilation with CMAKE and "Arm Compiler for Linux 22.1"
  649. - added cpu autodetection for Cortex X3 and A715
  650. - fixed conditional compilation of SVE-capable targets in DYNAMIC_ARCH
  651. - sped up SVE kernels by removing unnecessary prefetches
  652. - improved the GEMM performance of Neoverse V1
  653. - added SVE kernels for SDOT and DDOT
  654. - added an SBGEMM kernel for Neoverse N2
  655. - improved cpu-specific compiler option selection for Neoverse cpus
  656. - added support for setting CONSISTENT_FPCSR
  657. MIPS64:
  658. - improved MSA capability detection and handling
  659. - added a MIPS64_GENERIC build target
  660. - fixed corner cases in DNRM2
  661. LOONGARCH64:
  662. - fixed handling of the INTERFACE64 option
  663. RISCV:
  664. - fixed handling of the INTERFACE64 option
  665. ====================================================================
  666. Version 0.3.21
  667. 07-Aug-2022
  668. general:
  669. - Updated the included LAPACK to Reference-LAPACK release 3.10.1
  670. - when no Fortran compiler is available, OpenBLAS builds will now automatically
  671. build LAPACK from an f2c-converted copy of LAPACK 3.9.0 unless the NO_LAPACK option
  672. is specified
  673. - similarly added C versions of the BLAS and CBLAS tests
  674. - enabled building of the ReLAPACK GEMMT kernels when ReLAPACK is built
  675. - function LAPACKE_lsame is now annotated with the GCC attribute "const" to aid static analyzers
  676. - added USE_TLS to the list of options reported by the openblas_get_config() function
  677. - CMAKE builds now support the BUILD_TESTING keyword (to disable the LAPACK testsuite) of Reference-LAPACK
  678. - fixed CMAKE builds of the laswp_ncopy and neg_tcopy kernels
  679. - removed the build system requirements for PERL (while keeping the original perl scripts as backup)
  680. - handle building and running OpenBLAS on systems that report zero available cpu cores
  681. - added SYMBOLPREFIX/SYMBOLSUFFIX handling for LAPACK 3.10.0 functions added in 0.3.20
  682. - fixed linking of the utests on QNX
  683. - Added support for compilation with the Intel ifx compiler
  684. - Added support for compilation with the Fujitsu FCC compiler for Fugaku
  685. - Added support for compilation with the Cray C and Fortran compilers
  686. - reverted OpenMP threadpool behaviour in the exec_blas call to its state before 0.3.11, that is
  687. the threadpool will no longer grow or shrink on demand as the overhead for this is too big at least with
  688. GNU OpenMP. The adaptive behaviour introduced in 0.3.11 can still be requested at runtime by setting
  689. the environment variable OMP_ADAPTIVE
  690. - worked around spurious STFSM/CTFSM errors reported by the LAPACK testsuite
  691. x86_64:
  692. - fixed determination of compiler support for AVX512 and removed the 0.3.19
  693. workaround for building SKYLAKEX kernels on Sandybridge hardware
  694. - fixed compilation for the SKYLAKEX target with gcc 6
  695. - fixed compilation of the CooperLake SBGEMM kernel with LLVM
  696. - fixed compilation of the SkyLakeX small matrix GEMM kernels with LLVM or ICC
  697. - fixed compilation of some BFLOAT16 kernels with CMAKE
  698. - added support for the Zhaoxin/Centaur KH40000 cpu
  699. - fixed a potential crash in the ZSYMV kernel used for all targets except generic
  700. - fixed gmake compilation for DYNAMIC_ARCH with a DYNAMIC_LIST including ATOM
  701. - fixed compilation of LAPACKE with the INTEGER64 option on Windows
  702. - added support for cross-compiling to individual Intel or AMD targets using CMAKE
  703. (previously only CORE2 supported, added targets are ATOM, PRESCOTT, NEHALEM, SANDYBRIDGE,
  704. HASWELL,SKYLAKEX, COOPERLAKE, SAPPHIRERAPIDS, OPTERON, BARCELONA, BULLDOZER, PILEDRIVER,
  705. STEAMROLLER,EXCAVATOR, ZEN)
  706. SPARC:
  707. - worked around an overflow error in the DNRM2 kernel
  708. POWER:
  709. - worked around an overflow error in the POWER6 DNRM2 kernel
  710. - fixed compilation on PPC440
  711. - fixed a performance regression in the level1 BLAS on POWER10
  712. - fixed the POWER10 ZGEMM kernel
  713. - fixed singlethreaded builds for POWER10
  714. - fixed compilation of the POWER10 DGEMV kernel with older gcc versions
  715. - enabled compilation of the BFLOAT16 kernels by default
  716. - enabled the small matrix kernels by default for DYNAMIC_ARCH builds
  717. - added a workaround for a miscompilation of the CDOT and ZDOT kernels by GCC 12
  718. - RISCV:
  719. - fixed cpu autodetection logic
  720. ARMV8:
  721. - added an SBGEMM kernel for Neoverse N2
  722. - worked around an overflow error in the DNRM2 kernel used on M1, NeoverseN1, ThunderX2T99
  723. - added support for ARM64 systems running MS Windows
  724. - added support for cross-compiling to the GENERIC ARMV8 target under CMAKE (Windows/MSVC)
  725. - fixed a performance regression in the generic ARMV8 DGEMM kernel introduced in 0.3.19
  726. - added initial support for the Apple M1 cpu under Linux
  727. - added initial support for the Phytium FT2000 cpu
  728. - added initial support for the Cortex A510, A710, X1 and X2 cpu
  729. - fixed an accidental mixup of cpu identifiers in the autodetection code introduced in 0.3.20
  730. - fixed linking of Apple M1 builds on macOS 12 and later with recent XCode
  731. - made Neoverse N2 available in DYNAMIC_ARCH builds
  732. MIPS,MIPS64:
  733. - worked around an overflow error in the DNRM2 kernel
  734. LOONGARCH64:
  735. - worked around an overflow error in the DNRM2 kernel
  736. - added preliminary support for the LOONGSON2K1000 cpu
  737. - added DYNAMIC_ARCH support
  738. ====================================================================
  739. Version 0.3.20
  740. 20-Feb-2022
  741. general:
  742. - some code cleanup, with added casts etc.
  743. - fixed obtaining the cpu count with OpenMP and OMP_PROC_BIND unset
  744. - fixed pivot index calculation by ?LASWP for negative increments other than one
  745. - fixed input argument check in LAPACK ? GEQRT2
  746. - improved the check for a Fortran compiler in CMAKE builds
  747. - disabled building OpenBLAS' optimized versions of LAPACK complex SPMV,SPR,SYMV,SYR with NO_LAPACK=1
  748. - fixed building of LAPACK on certain distributed filesystems with parallel gmake
  749. - fixed building the shared library on MacOS with classic flang
  750. x86_64:
  751. - fixed cross-compilation with CMAKE for CORE2 target
  752. - fixed miscompilation of AVX512 code in DYNAMIC_ARCH builds
  753. - added support for the "incidental" AVX512 hardware in Alder Lake when enabled in BIOS
  754. E2K:
  755. - add new architecture (Russian Elbrus E2000 family)
  756. SPARC:
  757. - fix IMIN/IMAX
  758. ARMV8:
  759. - added SVE-enabled CGEMM and ZGEMM kernels for ARMV8SVE and A64FX
  760. - added support for Neoverse N2 and V1 cpus
  761. MIPS,MIPS64:
  762. - fixed autodetection of MSA capability
  763. LOONGARCH64:
  764. - added an optimized DGEMM kernel
  765. ====================================================================
  766. Version 0.3.19
  767. 19-Dec-2021
  768. general:
  769. - reverted unsafe TRSV/ZRSV optimizations introduced in 0.3.16
  770. - fixed a potential thread race in the thread buffer reallocation routines
  771. that were introduced in 0.3.18
  772. - fixed miscounting of thread pool size on Linux with OMP_PROC_BIND=TRUE
  773. - fixed CBLAS interfaces for CSROT/ZSROT and CROTG/ZROTG
  774. - made automatic library suffix for CMAKE builds with INTERFACE64 available
  775. to CBLAS-only builds
  776. x86_64:
  777. - DYNAMIC_ARCH builds now fall back to the cpu with most similar capabilities
  778. when an unknown CPUID is encountered, instead of defaulting to Prescott
  779. - added cpu detection for Intel Alder Lake
  780. - added cpu detection for Intel Sapphire Rapids
  781. - added an optimized SBGEMM kernel for Sapphire Rapids
  782. - fixed DYNAMIC_ARCH builds on OSX with CMAKE
  783. - worked around DYNAMIC_ARCH builds made on Sandybridge failing on SkylakeX
  784. - fixed missing thread initialization for static builds on Windows/MSVC
  785. - fixed an excessive read in ZSYMV
  786. POWER:
  787. - added support for POWER10 in big-endian mode
  788. - added support for building with CMAKE
  789. - added optimized SGEMM and DGEMM kernels for small matrix sizes
  790. ARMV8:
  791. - added basic support and cputype detection for Fujitsu A64FX
  792. - added a generic ARMV8SVE target
  793. - added SVE-enabled SGEMM and DGEMM kernels for ARMV8SVE and A64FX
  794. - added optimized CGEMM and ZGEMM kernels for Cortex A53 and A55 cpus
  795. - fixed cpuid detection for Apple M1 and improved performance
  796. - improved compiler flag setting in CMAKE builds
  797. RISCV64:
  798. - fixed improper initialization in CSCAL/ZSCAL for strided access patterns
  799. MIPS:
  800. - added a GENERIC target for MIPS32
  801. - added support for cross-compiling to MIPS32 on x86_64 using CMAKE
  802. MIPS64:
  803. - fixed misdetection of MSA capability
  804. ====================================================================
  805. Version 0.3.18
  806. 02-Oct-2021
  807. general:
  808. - when the build-time number of preconfigured threads is exceeded
  809. at runtime (typically by an external program calling BLAS functions
  810. from a larger number of threads in parallel), OpenBLAS will now
  811. allocate an auxiliary control structure for up to 512 additional
  812. threads instead of aborting
  813. - added support for Loongson's LoongArch64 cpu architecture
  814. - fixed building OpenBLAS with CMAKE and -DBUILD_BFLOAT16=ON
  815. - added support for building OpenBLAS as a CMAKE subproject
  816. - added support for building for Windows/ARM64 targets with clang
  817. - improved support for building with the IBM xlf compiler
  818. - imported Reference-LAPACK PR 625 (out-of-bounds reads in ?LARRV)
  819. - imported Reference-LAPACK PR 597 for testsuite compatibility with
  820. LLVM's libomp
  821. x86_64:
  822. - added SkylakeX S/DGEMM kernels for small problem sizes (M*N*K<=1000000)
  823. - added optimized SBGEMM for Intel Cooper Lake
  824. - reinstated the performance patch for AVX512 SGEMV_T with a proper fix
  825. - added a workaround for a gcc11 tree-vectorizer bug that caused spurious
  826. failures in the test programs for complex BLAS3 when compiling at -O3
  827. (the default for cmake "release" builds)
  828. - added support for runtime cpu count detection under Haiku OS
  829. - worked around a long-standing miscompilation issue of the Haswell DGEMV_T
  830. kernel with gcc that could produce NaN output in some corner cases
  831. POWER:
  832. - improved performance of DASUM on POWER10
  833. ARMV8:
  834. - fixed crashes (use of reserved register x18) on Apple M1 under OSX
  835. - fixed building with gcc releases earlier than 5.1
  836. MIPS:
  837. - fixed building under BSD
  838. MIPS64:
  839. - fixed building under BSD
  840. ====================================================================
  841. Version 0.3.17
  842. 15-Jul-2021
  843. common:
  844. - reverted the optimization of SGEMV_N/DGEMV_N for small input sizes
  845. and consecutive arguments as it led to stack overflows on x86_64
  846. with some operating systems (notably OSX and Windows)
  847. x86_64:
  848. - reverted the performance patch for SGEMV_T on AVX512 as it caused
  849. wrong results in some applications
  850. SPARC:
  851. - fixed compilation with compilers other than gcc
  852. ====================================================================
  853. Version 0.3.16
  854. 11-Jul-2021
  855. common:
  856. - drastically reduced the stack size requirements for running the LAPACK
  857. testsuite (Reference-LAPACK PR 553)
  858. - fixed spurious test failures in the LAPACK testsuite (Reference-LAPACK
  859. PR 564)
  860. - expressly setting DYNAMIC_ARCH=0 no longer enables dynamic_arch mode
  861. - improved performance of xGER, xSPR, xSPR2, xSYR, xSYR2, xTRSV, SGEMV_N
  862. and DGEMV_N, for small input sizes and consecutive arguments
  863. - improved performance of xGETRF, xPORTF and xPOTRI for small input sizes
  864. by disabling multithreading
  865. - fixed installing with BSD versions of the "install" utility
  866. RISCV:
  867. - fixed the implementation of xIMIN
  868. - improved the performance of DSDOT
  869. - fixed linking of the tests on C910V with current vendor gcc
  870. POWER:
  871. - fixed SBGEMM computation for some odd value inputs
  872. - fixed compilation for PPCG4, PPC970, POWER3, POWER4 and POWER5
  873. x86_64:
  874. - improved performance of SGEMV_N and SGEMV_T for small N on AVX512-capable cpus
  875. - worked around a miscompilation of ZGEMM/ZTRMM on Sandybridge with old gcc
  876. versions
  877. - fixed compilation with MS Visual Studio versions older than 2017
  878. - fixed macro name collision with winnt.h from the latest Win10 SDK
  879. - added cpu type autodetection for Intel Ice Lake SP
  880. - fixed cpu type autodetection for Intel Tiger Lake
  881. - added cpu type autodetection for recent Centaur/Zhaoxin models
  882. - fixed compilation with musl libc
  883. ARM64:
  884. - fixed compilation with gcc/gfortran on the Apple M1
  885. - fixed linking of the tests on FreeBSD
  886. - fixed missing restore of a register in the recently rewritten DNRM2 kernel
  887. for ThunderX2 and Neoverse N1 that could cause spurious failures in e.g.
  888. DGEEV
  889. - added compiler optimization flags for the EMAG8180
  890. - added initial support for Cortex A55
  891. ARM:
  892. - fixed linking of the tests on FreeBSD
  893. ====================================================================
  894. Version 0.3.15
  895. 2-May-2021
  896. common:
  897. - imported improvements and bugfixes from Reference-LAPACK 3.9.1
  898. - imported LAPACKE interface fixes from Reference-LAPACK PRs 534 + 537
  899. - fixed a problem in the cpu detection of 0.3.14 that prevented cross-compilation
  900. - fixed a sequence problem in the generation of softlinks to the library in GMAKE
  901. RISC V:
  902. - fixed compilation on RISCV (missing entry in getarch)
  903. - fixed a potential division by zero in CROTG and ZROTG
  904. POWER:
  905. - fixed LAPACK testsuite failures seen with the NVIDIA HPC compiler
  906. - improved CGEMM, DGEMM and ZGEMM performance on POWER10
  907. - added an optimized ZGEMV kernel for POWER10
  908. - fixed a potential division by zero in CROTG and ZROTG
  909. x86_64:
  910. - added support for Intel Control-flow Enforcement Technology (CET)
  911. - reverted the DOMATCOPY_RT code to the generic C version
  912. - fixed a bug in the AVX512 SGEMM kernel introduced in 0.3.14
  913. - fixed misapplication of -msse flag to non-SSE cpus in DYNAMIC_ARCH
  914. - added support for compilation of the benchmarks on older OSX versions
  915. - fix propagation of the NO_AVX512 option in CMAKE builds
  916. - fix compilation of the AVX512 SGEMM kernel with clang-cl on Windows
  917. - fixed compilation of the CTESTs with INTERFACE64=1 (random faults on OSX)
  918. - corrected the Haswell DROT kernel to require AVX2/FMA3 rather than AVX512
  919. ARM:
  920. - fixed a potential division by zero in CROTG and ZROTG
  921. - fixed a potential overflow in IMATCOPY/ZIMATCOPY and the CTESTs
  922. ARM64:
  923. - fixed spurious reads outside the array in the SGEMM tcopy macro
  924. - fixed a potential division by zero in CROTG and ZROTG
  925. - fixed a segmentation fault in DYNAMIC_ARCH builds (reappeared in 0.3.14)
  926. MIPS
  927. - fixed a potential division by zero in CROTG and ZROTG
  928. - fixed a potential overflow in IMATCOPY/ZIMATCOPY and the CTESTs
  929. MIPS64:
  930. - fixed a potential division by zero in CROTG and ZROTG
  931. SPARC:
  932. - fixed a potential division by zero in CROTG and ZROTG
  933. ====================================================================
  934. Version 0.3.14
  935. 17-Mar-2021
  936. common:
  937. * Fixed a race condition on thread shutdown in non-OpenMP builds
  938. * Fixed custom BUFFERSIZE option getting ignored in gmake builds
  939. * Fixed CMAKE compilation of the TRMM kernels for GENERIC platforms
  940. * Added CBLAS interfaces for CROTG, ZROTG, CSROT and ZDROT
  941. * Improved performance of OMATCOPY_RT across all platforms
  942. * Changed perl scripts to use env instead of a hardcoded /usr/bin/perl
  943. * Fixed potential misreading of the GCC compiler version in the build scripts
  944. * Fixed convergence problems in LAPACK complex GGEV/GGES (Reference-LAPACK #477)
  945. * Reduced the stacksize requirements for running the LAPACK testsuite (Reference-LAPACK #335)
  946. RISCV:
  947. * Fixed compilation on RISCV (missing entry in getarch)
  948. POWER:
  949. * Fixed compilation for DYNAMIC_ARCH with clang and with old gcc versions
  950. * Added support for compilation on FreeBSD/ppc64le
  951. * Added optimized POWER10 kernels for SSCAL, DSCAL, CSCAL, ZSCAL
  952. * Added optimized POWER10 kernels for SROT, DROT, CDOT, SASUM, DASUM
  953. * Improved SSWAP, DSWAP, CSWAP, ZSWAP performance on POWER10
  954. * Improved SCOPY and CCOPY performance on POWER10
  955. * Improved SGEMM and DGEMM performance on POWER10
  956. * Added support for compilation with the NVIDIA HPC compiler
  957. x86_64:
  958. * Added an optimized bfloat16 GEMM kernel for Cooperlake
  959. * Added CPUID autodetection for Intel Rocket Lake and Tiger Lake cpus
  960. * Improved the performance of SASUM,DASUM,SROT,DROT on AMD Ryzen cpus
  961. * Added support for compilation with the NAG Fortran compiler
  962. * Fixed recognition of the AMD AOCC compiler
  963. * Fixed compilation for DYNAMIC_ARCH with clang on Windows
  964. * Added support for running the BLAS/CBLAS tests on Windows
  965. * Fixed signatures of the tls callback functions for Windows x64
  966. * Fixed various issues with fma intrinsics support handling
  967. ARM:
  968. * Added support for embedded Cortex M targets via a new option EMBEDDED
  969. ARMV8:
  970. * Fixed the THUNDERX2T99 and NEOVERSEN1 DNRM2/ZNRM2 kernels for inputs with Inf
  971. * Added support for the DYNAMIC_LIST option
  972. * Added support for compilation with the NVIDIA HPC compiler
  973. * Added support for compiling with the NAG Fortran compiler
  974. ====================================================================
  975. Version 0.3.13
  976. 12-Dec-2020
  977. common:
  978. * Added a generic bfloat16 SBGEMV kernel
  979. * Fixed a potentially severe memory leak after fork in OpenMP builds
  980. that was introduced in 0.3.12
  981. * Added detection of the Fujitsu Fortran compiler
  982. * Added detection of the (e)gfortran compiler on OpenBSD
  983. * Added support for overriding the default name of the library independently
  984. from symbol suffixing in the gmake builds (already supported in cmake)
  985. RISCV:
  986. * Added a RISC V port optimized for C910V
  987. POWER:
  988. * Added optimized POWER10 kernels for SAXPY, CAXPY, SDOT, DDOT and DGEMV_N
  989. * Improved DGEMM performance on POWER10
  990. * Improved STRSM and DTRSM performance on POWER9 and POWER10
  991. * Fixed segmemtation faults in DYNAMIC_ARCH builds
  992. * Fixed compilation with the PGI compiler
  993. x86:
  994. * Fixed compilation of kernels that require SSE2 intrinsics since 0.3.12
  995. x86_64:
  996. * Added an optimized bfloat16 SBGEMV kernel for SkylakeX and Cooperlake
  997. * Improved the performance of SASUM and DASUM kernels through parallelization
  998. * Improved the performance of SROT and DROT kernels
  999. * Improved the performance of multithreaded xSYRK
  1000. * Fixed OpenMP builds that use the LLVM Clang compiler together with GNU gfortran
  1001. (where linking of both the LLVM libomp and GNU libgomp could lead to lockups or
  1002. wrong results)
  1003. * Fixed miscompilations by old gcc 4.6
  1004. * Fixed misdetection of AVX2 capability in some Sandybridge cpus
  1005. * Fixed lockups in builds combining DYNAMIC_ARCH with TARGET=GENERIC on OpenBSD
  1006. ARM64:
  1007. * Fixed segmemtation faults in DYNAMIC_ARCH builds
  1008. MIPS:
  1009. * Improved kernels for Loongson 3R3 ("3A") and 3R4 ("3B") models, including MSA
  1010. * Fixed bugs in the MSA kernels for CGEMM, CTRMM, CGEMV and ZGEMV
  1011. * Added handling of zero increments in the MSA kernels for SSWAP and DSWAP
  1012. * Added DYNAMIC_ARCH support for MIPS64 (currently Loongson3R3/3R4 only)
  1013. SPARC:
  1014. * Fixed building 32 and 64 bit SPARC kernels with the SolarisStudio compilers
  1015. ====================================================================
  1016. Version 0.3.12
  1017. 24-Oct-2020
  1018. common:
  1019. * Fixed missing BLAS/LAPACK functions (inadvertently dropped during
  1020. the build system restructuring)
  1021. * Fixed argument conversion macro in LAPACKE_zgesvdq (LAPACK #458)
  1022. POWER:
  1023. * Added optimized SCOPY/CCOPY kernels for POWER10
  1024. * Increased and unified the default size of the GEMM BUFFER
  1025. * Fixed building for POWER10 in DYNAMIC_ARCH mode
  1026. * POWER10 compatibility test now checks binutils version as well
  1027. * Cleaned up compiler warnings
  1028. x86_64:
  1029. * corrected compiler version checks for AVX2 compatibility
  1030. * added compiler option -mavx2 for building with flang
  1031. * fixed direct SGEMM pathway for small matrix sizes (broken by
  1032. the code refactoring in 0.3.11)
  1033. * fixed unhandled partial register clobbers in several kernels
  1034. for AXPY,DOT,GEMV_N and GEMV_T flagged by gcc10 tree-vectorizer
  1035. ARMV8:
  1036. * improved Apple Vortex support to include cross-compiling
  1037. ====================================================================
  1038. Version 0.3.11
  1039. 17-Oct-2020
  1040. common:
  1041. * API change:
  1042. the newly added BFLOAT16 functions were renamed to use the
  1043. letter "B" instead of "H" to avoid potential confusion with
  1044. the IEEE "half precision float" type, i.e. the 0.3.10
  1045. SHGEMM is now SBGEMM and the corresponding build option
  1046. was changed from "BUILD_HALF" to "BUILD_BFLOAT16".
  1047. * Reduced the default BLAS3_MEM_ALLOC_THRESHOLD (used as an upper
  1048. limit for placing temporary arrays on the stack) to be compatible
  1049. with a stack size of 1mb (as imposed by the JAVA runtime library)
  1050. * Added mixed-precision dot function SBDOT and utility functions
  1051. shstobf16, shdtobf16, sbf16tos and dbf16tod to convert between
  1052. single or double precision float arrays and bfloat16 arrays
  1053. * Fixed prototypes of LAPACK_?ggsvp and LAPACK_?ggsvd functions
  1054. in lapack.h
  1055. * Fixed underflow and rounding errors in LAPACK SLANV2 and DLANV2
  1056. (causing miscalculations in e.g. SHSEQR/DHSEQR, LAPACK issue #263)
  1057. * Fixed workspace calculation in LAPACK ?GELQ (LAPACK issue #415)
  1058. * Fixed several bugs in the LAPACK testsuite
  1059. * Improved performance of TRMM and TRSM for certain problem sizes
  1060. * Fixed infinite recursions and workspace miscalculations in ReLAPACK
  1061. * CMAKE builds no longer require pkg-config for creating the .pc file
  1062. * Makefile builds no longer misread NO_CBLAS=0 or NO_LAPACK=0 as
  1063. enabling these options
  1064. * Fixed detection of gfortran when invoked through an mpi wrapper
  1065. * Improve thread reinitialization performance with OpenMP after a fork
  1066. * Added support for building only the subset of the library required
  1067. for a particular precision by specifying BUILD_SINGLE, BUILD_DOUBLE
  1068. * Optional function name prefixes and suffixes are now correctly
  1069. reflected in the generated cblas.h
  1070. * Added CMAKE build support for the LAPACK and multithreading tests
  1071. POWER:
  1072. * Added optimized support for POWER10
  1073. * Added support for compiling for POWER8 in 32bit mode
  1074. * Added support for compilation with LLVM/clang
  1075. * Added support for compilation with NVIDIA/PGI compilers
  1076. * Fixed building on big-endian POWER8
  1077. * Fixed miscompilation of ZDOTC by gcc10
  1078. * Fixed alignment errors in the POWER8 SAXPY kernel
  1079. * Improved CPU detection on AIX
  1080. * Supported building with older compilers on POWER9
  1081. x86_64:
  1082. * Added support for Intel Cooperlake
  1083. * Added autodetection of AMD Renoir/Matisse/Zen3 cpus
  1084. * Added autodetection of Intel Comet Lake cpus
  1085. * Reimplemented ?sum, ?dot and daxpy using universal intrinsics
  1086. * Reset the fpu state before using the fpu on Windows as a workaround
  1087. for a problem introduced in Windows 10 build 19041 (a.k.a. SDK 2004)
  1088. * Fixed potentially undefined behaviour in the dot and gemv_t kernels
  1089. * Fixed a potential segmentation fault in DYNAMIC_ARCH builds
  1090. * Fixed building for ZEN with PGI/NVIDIA and AMD AOCC compilers
  1091. ARMV7:
  1092. * Fixed cpu detection on BSD-like systems
  1093. ARMV8:
  1094. * Added preliminary support for Apple Vortex cpus
  1095. * Added support for the Cavium ThunderX3T110 cpu
  1096. * Fixed cpu detection on BSD-like systems
  1097. * Fixed compilation in -std=C18 mode
  1098. IBM Z:
  1099. * Added support for compiling with the clang compiler
  1100. * Improved GEMM performance on Z14
  1101. ====================================================================
  1102. Version 0.3.10
  1103. 14-Jun-2020
  1104. common:
  1105. * Improved thread locking behaviour in blas_server and parallel getrf
  1106. * Imported bugfix 394 from LAPACK (spurious reference to "XERBL"
  1107. due to overlong lines)
  1108. * Imported bugfix 403 from LAPACK (compile option "recursive" required
  1109. for correctness with Intel and PGI)
  1110. * Imported bugfix 408 from LAPACK (wrong scaling in ZHEEQUB)
  1111. * Imported bugfix 411 from LAPACK (infinite loop in LARGV/LARTG/LARTGP)
  1112. * Fixed mismatches between BUFFERSIZE and GEMM_UNROLL parameters that
  1113. could lead to crashes at large matrix sizes
  1114. * Restored internal soname in dynamic libraries on FreeBSD and Dragonfly
  1115. * Added API (openblas_setaffinity) to set the thread affinity on Linux
  1116. * Added initial infrastructure for half-precision floating point
  1117. (bfloat16) support with a generic implementation of SHGEMM
  1118. * Added CMAKE build system support for building the cblas_Xgemm3m
  1119. functions
  1120. * Fixed CMAKE support for building in a path with embedded spaces
  1121. * Fixed CMAKE (non)handling of NO_EXPRECISION and MAX_STACK_ALLOC
  1122. * Fixed GCC version detection in the Makefiles
  1123. * Allowed overriding the names of AR, AS and LD in Makefile builds
  1124. POWER:
  1125. * Fixed big-endian POWER8 ELFv2 builds on FreeBSD
  1126. * Fixed GCC version checks and DYNAMIC_ARCH builds on POWER9
  1127. * Fixed CMAKE build support for POWER9
  1128. * fixed a potential race condition in the thread buffer allocation
  1129. * Worked around LAPACK test failures on PPC G4
  1130. MIPS:
  1131. * Fixed a potential race condition in the thread buffer allocation
  1132. * Added support for MIPS 24K/24KE family based on P5600 kernels
  1133. MIPS64:
  1134. * fixed a potential race condition in the thread buffer allocation
  1135. * Added TARGET=GENERIC
  1136. ARMV7:
  1137. * Fixed a race condition in the thread buffer allocation
  1138. ARMV8:
  1139. * Fixed a race condition in the thread buffer allocation
  1140. * Fixed zero initialisation in the assembly for SGEMM and DGEMM BETA
  1141. * Improved performance of the ThunderX2 DAXPY kernel
  1142. * Added an optimized SGEMM kernel for Cortex A53
  1143. * Fixed Makefile support for INTERFACE64 (8-byte integer)
  1144. x86_64:
  1145. * Fixed a syntax error in the CMAKE setup for SkylakeX
  1146. * Improved performance of STRSM on Haswell, SkylakeX and Ryzen
  1147. * Improved SGEMM performance on SGEMM for workloads with ldc a
  1148. multiple of 1024
  1149. * Improved DGEMM performance on Skylake X
  1150. * Fixed unwanted AVX512-dependency of SGEMM in DYNAMIC_ARCH
  1151. builds created on SkylakeX
  1152. * Removed data alignment requirement in the SSE2 copy kernels
  1153. that could cause spurious crashes
  1154. * Added a workaround for an optimizer bug in AppleClang 11.0.3
  1155. * Fixed LAPACK test failures due to wrong options for Intel Fortran
  1156. * Fixed compilation and LAPACK test results with recent Flang
  1157. and AMD AOCC
  1158. * Fixed DYNAMIC_ARCH builds with CMAKE on OS X
  1159. * Fixed missing exports of cblas_i?amin, cblas_i?min, cblas_i?max,
  1160. cblas_?sum, cblas_?gemm3m in the shared library on OS
  1161. * Fixed reporting of cpu name in DYNAMIC_ARCH builds (would sometimes
  1162. show the name of an older generation chip supported by the same kernels)
  1163. IBM Z:
  1164. * Improved performance of SGEMM/STRMM and DGEMM/DTRMM on Z14
  1165. ====================================================================
  1166. Version 0.3.9
  1167. 1-Mar-2020
  1168. common:
  1169. * Fixed a miscompilation of the GETRF functions with CMAKE
  1170. * Imported bugfix 390 from LAPACK (missing NaN propagation in xCOMBSSQ)
  1171. * The size of the memory buffer used for splitting GEMM tasks across
  1172. multiple threads can now be configured in the build system.
  1173. POWER:
  1174. * Fixed several compilation problems related to endianness
  1175. and ELF version on POWER8 and POWER9
  1176. * Fixed use of the absolute value IAMIN/IAMAX instead of IMIN/IMAX
  1177. * Fixed a race condition in the level3 blas code
  1178. MIPS64:
  1179. * Fixed use of the absoltute value IAMIN/IAMAX instead of IMIN/IMAX
  1180. ARMV7:
  1181. * Fixed a race condition in the level3 blas code
  1182. * Fixed compilation on Android
  1183. ARMV8:
  1184. * Added support for Ampere EMAG8180
  1185. * Added support for Neoverse N1
  1186. * Improved performance of the blas_lock function
  1187. * Fixed a race condition in the level3 blas code
  1188. * Fixed a performance regression on TSV110-based servers
  1189. x86_64:
  1190. * Fixed a long-standing error with undeclared register overwrites
  1191. in the DSCAL microkernel for HASWELL,SKYLAKEX and ZEN
  1192. * Fixed a long-standing bug in the SSE implementation of IAMAX
  1193. * Fixed a CMAKE build failure with DYNAMIC_ARCH
  1194. * Fixed cpu autodetection of Goldmont+, Cannon Lake and Ice Lake
  1195. * Fixed a compilation failure on OSX with compiler name containing dash
  1196. * Fixed compilation with MinGW on SkylakeX
  1197. * Improved speed of the AVX512 GEMM3M kernel on SkylakeX
  1198. * Added an AVX512 STRMM kernel for SkylakeX
  1199. * Improved GEMM performance on Haswell and Zen
  1200. zarch:
  1201. * fixed compilation of the DYNAMIC_ARCH code
  1202. ====================================================================
  1203. Version 0.3.8
  1204. 9-Feb-2020
  1205. common:
  1206. ` * LAPACK has been updated to 3.9.0 (plus patches up to
  1207. January 2nd, 2020)
  1208. * CMAKE support has been improved in several areas including
  1209. cross-compilation
  1210. * a thread race condition in the GEMM3M kernels was resolved
  1211. * the "generic" (plain C) gemm beta kernel used by many targets
  1212. has been sped up
  1213. * an optimized version of the LAPACK trtrs functions has been added
  1214. * an incompatibilty between the LAPACK tests and the OpenBLAS
  1215. implementation of XERBLA was resolved, removing the numerous
  1216. warnings about wrong error exits in the former
  1217. * support for NetBSD has been added
  1218. * support for compilation with g95 and non-GNU versions of ld
  1219. has been improved
  1220. * support for compilation with (upcoming) gcc 10 has been added
  1221. POWER:
  1222. * worked around miscompilation of several POWER8 and POWER9
  1223. kernels by older versions of gcc
  1224. * added support for big-endian POWER8 and for compilation on AIX
  1225. * corrected bugs in the big-endian support for PPC440 and PPC970
  1226. * DYNAMIC_ARCH support is now available in CMAKE builds as well
  1227. ARMV8:
  1228. * performance of DGEMM_BETA and SGEMM_NCOPY has been improved
  1229. * compilation for 32bit works again
  1230. * performance of the RPCC function has been improved
  1231. * improved performance on small systems
  1232. * DYNAMIC_ARCH support is now available in CMAKE builds as well
  1233. * cross-compilation from OSX to IOS was simplified
  1234. x86_64:
  1235. * a new AVX512 DGEMM kernel was added and the AVX512 SGEMM kernel
  1236. was significantly improved
  1237. * optimized AVX512 kernels for CGEMM and ZGEMM have been added
  1238. * AVX2 kernels for STRMM, SGEMM, and CGEMM have been significantly
  1239. sped up and optimized CGEMM3M and ZGEMM3M kernels have been added
  1240. * added support for QEMU virtual cpus
  1241. * a compilation problem with PGI and SUN compilers was fixed
  1242. * Intel "Goldmont plus" is now autodetected
  1243. * a potential crash on program exit on MS Windows has been fixed
  1244. x86:
  1245. * an unwanted case sensitivity in the implementation of LSAME
  1246. on older 32bit AMD cpus was fixed
  1247. zarch:
  1248. * Z15 is now supported as Z14
  1249. * DYNAMIC_ARCH is now available on ZARCH as well
  1250. ====================================================================
  1251. Version 0.3.7
  1252. 11-Aug 2019
  1253. common:
  1254. * having the gmake special variables TARGET_ARCH or TARGET_MACH
  1255. defined no longer causes build failures in ctest or utest
  1256. * defining NO_AFFINITY or USE_TLS to 0 in gmake builds no longer
  1257. has the same effect as setting them to 1
  1258. * a new test program was added to allow checking the library for
  1259. thread safety
  1260. * a new option USE_LOCKING was added to ensure thread safety when
  1261. OpenBLAS itself is built without multithreading but will be
  1262. called from multiple threads.
  1263. * a build failure on Linux with glibc versions earlier than 2.5
  1264. was fixed
  1265. * a runtime error with CPU enumeration (and NO_AFFINITY not set)
  1266. on glibc 2.6 was fixed
  1267. * NO_AFFINITY was added to the CMAKE options (and defaults to being
  1268. active on Linux, as in the gmake builds)
  1269. x86_64:
  1270. * the build-time logic for detection of AVX512 availability in
  1271. the processor and compiler was fixed
  1272. * gmake builds on OSX now set the internal name of the library to
  1273. libopenblas.0.dylib (consistent with CMAKE)
  1274. * the Haswell DGEMM kernel received a significant speedup through
  1275. improved prefetch and load instructions
  1276. * performance of DGEMM, DTRMM, DTRSM and ZDOT on Zen/Zen2 was markedly
  1277. increased by avoiding vpermpd instructions
  1278. * the SKYLAKEX (AVX512) DGEMM helper functions have now been disabled
  1279. to fix remaining errors in DGEMM, DSYMM and DTRMM
  1280. POWER:
  1281. * added support for building on FreeBSD/powerpc64 and FreeBSD/ppc970
  1282. * added optimized kernels for POWER9 SGEMM and STRMM
  1283. ARMV7:
  1284. * fixed the softfp implementations of xAMAX and IxAMAX
  1285. * removed the predefined -march= flags on both ARMV5 and ARMV6 as
  1286. they were appropriate for only a subset of platforms
  1287. ====================================================================
  1288. Version 0.3.6
  1289. 29-Apr-2019
  1290. common:
  1291. * the build tools now check that a given cpu TARGET is actually valid
  1292. * the build-time check of system features (c_check) has been made
  1293. less dependent on particular perl features (this should mainly
  1294. benefit building on Windows)
  1295. * several problem with the ReLAPACK integration were fixed,
  1296. including INTERFACE64 support and building a shared library
  1297. * building with CMAKE on BSD systems was improved
  1298. * a non-absolute SUM function was added based on the
  1299. existing optimized code for ASUM
  1300. * CBLAS interfaces to the IxMIN and IxMAX functions were added
  1301. * a name clash between LAPACKE and BOOST headers was resolved
  1302. * CMAKE builds with OpenMP failed to include the appropriate getrf_parallel
  1303. kernels
  1304. * a crash on thread (key) deletion with the USE_TLS=1 memory management
  1305. option was fixed
  1306. * restored several earlier fixes, in particular for OpenMP performance,
  1307. building on BSD, and calling fork on CYGWIN, which had inadvertently
  1308. been dropped in the 0.3.3 rewrite of the memory management code.
  1309. x86_64:
  1310. * the AVX512 DGEMM kernel has been disabled again due to unsolved problems
  1311. * building with old versions of MSVC was fixed
  1312. * it is now possible to build a static library on Windows with CMAKE
  1313. * accessing environment variables on CYGWIN at run time was fixed
  1314. * the CMAKE build system now recognizes 32bit userspace on 64bit hardware
  1315. * Intel "Denverton" atom and Hygon "Dhyana" zen CPUs are now autodetected
  1316. * building for DYNAMIC_ARCH with a DYNAMIC_LIST of targets is now supported
  1317. with CMAKE as well
  1318. * building for DYNAMIC_ARCH with GENERIC as the default target is now supported
  1319. * a buffer overflow in the SSE GEMM kernel for Intel Nano targets was fixed
  1320. * assembly bugs involving undeclared modification of input operands were fixed
  1321. in the AXPY, DOT, GEMV, GER, SCAL, SYMV and TRSM microkernels for Nehalem,
  1322. Sandybridge, Haswell, Bulldozer and Piledriver. These would typically cause
  1323. test failures or segfaults when compiled with recent versions of gcc from 8 onward.
  1324. * a similar bug was fixed in the blas_quickdivide code used to split workloads
  1325. in most functions
  1326. * a bug in the IxMIN implementation for the GENERIC target made it return the result of IxMAX
  1327. * fixed building on SkylakeX systems when either the compiler or the (emulated) operating
  1328. environment does not support AVX512
  1329. * improved GEMM performance on ZEN targets
  1330. x86:
  1331. * build failures caused by the recently added checks for AVX512 were fixed
  1332. * an inline assembly bug involving undeclared modification of an input argument was
  1333. fixed in the blas_quickdivide code used to split workloads in most functions
  1334. * a bug in the IMIN implementation for the GENERIC target made it return the result of IMAX
  1335. MIPS32:
  1336. * a bug in the IMIN implementation made it return the result of IMAX
  1337. POWER:
  1338. * single precision BLAS1/2 functions have received optimized POWER8 kernels
  1339. * POWER9 is now a separate target, with an optimized DGEMM/DTRMM kernel
  1340. * building on PPC970 systems under OSX Leopard or Tiger is now supported
  1341. * out-of-bounds memory accesses in the gemm_beta microkernels were fixed
  1342. * building a shared library on AIX is now supported for POWER6
  1343. * DYNAMIC_ARCH support has been added for POWER6 and newer
  1344. ARMv7:
  1345. * corrected xDOT behaviour with zero INC_X or INC_Y
  1346. * a bug in the IMIN implementation made it return the result of IMAX
  1347. ARMv8:
  1348. * added support for HiSilicon TSV110 cpus
  1349. * the CMAKE build system now recognizes 32bit userspace on 64bit hardware
  1350. * cross-compilation with CMAKE now works again
  1351. * a bug in the IMIN implementation made it return the result of IMAX
  1352. * ARMV8 builds with the BINARY=32 option are now automatically handled as ARMV7
  1353. IBM Z:
  1354. * optimized microkernels for single precicion BLAS1/2 functions have been added
  1355. for both Z13 and Z14
  1356. ====================================================================
  1357. Version 0.3.5
  1358. 31-Dec-2018
  1359. common:
  1360. * loop unrolling in TRMV has been enabled again.
  1361. * A domain error in the thread workload distribution for SYRK
  1362. has been fixed.
  1363. * gmake builds will now automatically add -fPIC to the build
  1364. options if the platform requires it.
  1365. * a pthreads key leakage (and associate crash on dlclose) in
  1366. the USE_TLS codepath was fixed.
  1367. * building of the utest cases on systems that do not provide
  1368. an implementation of complex.h was fixed.
  1369. x86_64:
  1370. * the SkylakeX code was changed to compile on OSX.
  1371. * unwanted application of the -march=skylake-avx512 option
  1372. to the common code parts of a DYNAMIC_ARCH build was fixed.
  1373. * improved performance of SGEMM for small workloads on Skylake X.
  1374. * performance of SGEMM and DGEMM was improved on Haswell.
  1375. ARMV8:
  1376. * a configuration error that broke the CNRM2 kernel was corrected.
  1377. * compilation of the GEMM kernels with CMAKE was fixed.
  1378. * DYNAMIC_ARCH builds are now available with CMAKE as well.
  1379. * using CMAKE for cross-compilation to the new cpu TARGETs
  1380. introduced in 0.3.4 now works.
  1381. POWER:
  1382. * a problem in cpu autodetection for AIX has been corrected.
  1383. ====================================================================
  1384. Version 0.3.4
  1385. 02-Dec-2018
  1386. common:
  1387. * the new, experimental thread-local memory allocation had
  1388. inadvertently been left enabled for gmake builds in 0.3.3
  1389. despite the announcement. It is now disabled by default, and
  1390. single-threaded builds will keep using the old allocator even
  1391. if the USE_TLS option is turned on.
  1392. * OpenBLAS will now provide enough buffer space for at least 50
  1393. threads by default.
  1394. * The output of openblas_get_config() now contains the version
  1395. number.
  1396. * A serious thread safety bug in GEMV operation with small M and
  1397. large N size has been fixed.
  1398. * The code will now automatically call blas_thread_init after a
  1399. fork if needed before handling a call to openblas_set_num_threads
  1400. * Accesses to parallelized level3 functions from multiple callers
  1401. are now serialized to avoid thread races (unless using OpenMP).
  1402. This should provide better performance than the known-threadsafe
  1403. (but non-default) USE_SIMPLE_THREADED_LEVEL3 option.
  1404. * When building LAPACK with gfortran, -frecursive is now (again)
  1405. enabled by default to ensure correct behaviour.
  1406. * The OpenBLAS version cblas.h now supports both CBLAS_ORDER and
  1407. CBLAS_LAYOUT as the name of the matrix row/column order option.
  1408. * Externally set LDFLAGS are now passed through to the final compile/link
  1409. steps to facilitate setting platform-specific linker flags.
  1410. * A potential race condition during the build of LAPACK (that would
  1411. usually manifest itself as a failure to build TESTING/MATGEN) has been
  1412. fixed.
  1413. * xHEMV has been changed to stay single-threaded for small input sizes
  1414. where the overhead of multithreading exceeds any possible gains
  1415. * CSWAP and ZSWAP have been limited to a single thread except on ARMV8 or
  1416. ThunderX hardware with sizable input.
  1417. * Linker flags for the PGI compiler have been updated
  1418. * Behaviour of AXPY with zero increments is now handled in the C interface,
  1419. correcting the result on at least Intel Atom.
  1420. * The result matrix from calling SGELSS with an all-zero input matrix is
  1421. now zeroed completely.
  1422. x86_64:
  1423. * Autodetection of AMD Ryzen2 has been fixed (again).
  1424. * CMAKE builds now support labeling of an INTERFACE64=1 build of
  1425. the library with the _64 suffix.
  1426. * AVX512 version of DGEMM has been added and the AVX512 SGEMM kernel
  1427. has been sped up by rewriting with C intrinsics
  1428. * Fixed compilation on RHEL5/CENTOS5 (issue with typename __WAIT_STATUS)
  1429. POWER:
  1430. * added support for building on AIX (with gcc and GNU tools from AIX Toolbox).
  1431. * CPU type detection has been implemented for AIX.
  1432. * CPU type detection has been fixed for NETBSD.
  1433. MIPS64:
  1434. * AXPY on LOONGSON3A has been corrected to pass "zero increment" utest.
  1435. * DSDOT on LOONGSON3A has been fixed.
  1436. * the SGEMM microkernel has been hardened against potential data loss.
  1437. ARMV8:
  1438. * DYNAMic_ARCH support is now available for 64bit ARM
  1439. * cross-compiling for ARMV8 under iOS now works.
  1440. * cpu-specific code has been rearranged to make better use of both
  1441. hardware commonalities and model-specific compiler optimizations.
  1442. * XGENE1 has been removed as a TARGET, superseded by the improved generic
  1443. ARMV8 support.
  1444. ARMV7:
  1445. * Older assembly mnemonics have been converted to UAL form to allow
  1446. building with clang 7.0
  1447. * Cross compiling LAPACKE for Android has been fixed again (broken by
  1448. update to LAPACK 3.7.0 some while ago).
  1449. ====================================================================
  1450. Version 0.3.3
  1451. 31-Aug-2018
  1452. common:
  1453. * thread memory allocation has been switched back to the method
  1454. used before version 0.3.1 due to unexpected problems caused by
  1455. the new code under some circumstances. A new compile-time option
  1456. USE_TLS has been added to enable the new code, and it is hoped
  1457. that this can become the default again in the next version.
  1458. * LAPAck PR272 has been integrated, which fixes spurious errors
  1459. in DSYEVR and related functions caused by missing conversion
  1460. from ILAENV to ILAENV_2STAGE in several _2stage routines.
  1461. * the cmake-generated OpenBLASConfig.cmake now uses correct case
  1462. for the name of the library
  1463. * added support for Haiku OS
  1464. x86_64:
  1465. * added AVX512 implementations of SDOT, DDOT, SAXPY, DAXPY,
  1466. DSCAL, DGEMVN and DSYMVL
  1467. * added a workaround for a cygwin issue that prevented compilation
  1468. of AVX512 code
  1469. IBM Z:
  1470. * added autodetection of Z14
  1471. * fixed TRMM errors in the generic target
  1472. ====================================================================
  1473. Version 0.3.2
  1474. 30-Jul-2018
  1475. common:
  1476. * fixes for regressions caused by the rewrite of the thread
  1477. initialization code in 0.3.1
  1478. POWER:
  1479. * fixed cpu autodetection for the BSDs
  1480. MIPS64:
  1481. * fixed utest errors in AXPY, DSDOT, ROT and SWAP
  1482. x86_64:
  1483. * added autodetection of AMD Ryzen 2
  1484. * fixed build with older versions of MSVC
  1485. ====================================================================
  1486. Version 0.3.1
  1487. 01-Jul-2018
  1488. common:
  1489. * rewritten thread initialization code with significantly reduced overhead
  1490. * added CBLAS interfaces to the IxAMIN BLAS extension functions
  1491. * fixed the lapack-test target
  1492. * CMAKE builds now create an OpenBLASConfig.cmake file
  1493. * ZAXPY now uses a single thread for small input sizes
  1494. * the LAPACK code was updated from Reference-LAPACK/lapack#253
  1495. (fixing LAPACKE interfaces to Aasen's functions)
  1496. POWER:
  1497. * corrected CROT and ZROT behaviour with zero INC_X
  1498. ARMV7:
  1499. * corrected xDOT behaviour with zero INC_X or INC_Y
  1500. x86_64:
  1501. * retired some older targets of DYNAMIC_ARCH builds to a new option DYNAMIC_OLDER,
  1502. this affects PENRYN,DUNNINGTON,OPTERON,OPTERON_SSE3,BOBCAT,ATOM and NANO
  1503. (which will still be supported via the slower PRESCOTT kernels when this option is not set)
  1504. * added an option DYNAMIC_LIST that (used in conjunction with DYNAMIC_ARCH) allows to
  1505. specify the list of x86_64 targets to include. Any target not on the list will be supported
  1506. by the Sandybridge or Nehalem kernels if available, or by Prescott.
  1507. * improved SWITCH_RATIO on Haswell for increased GEMM throughput
  1508. * added initial support for Intel Skylake X, including an AVX512 SGEMM kernel
  1509. * added autodetection of Intel Cannon Lake series as Skylake X
  1510. * added a default L2 cache size for hypervisors that return zero here (Chromebook)
  1511. * fixed a name clash with recent Windows10 headers that broke the build with (at least)
  1512. recent mingw from MSYS2
  1513. * fixed a link error in mixed clang/gfortran builds with OpenMP
  1514. * updated the OSX deployment target to 10.8
  1515. * switched on parallel make for builds on MS Windows by default
  1516. x86:
  1517. * fixed SSWAP and DSWAP behaviour with zero INC_X and INC_Y
  1518. ====================================================================
  1519. Version 0.3.0
  1520. 23-May-2108
  1521. common:
  1522. * fixed some more thread race and locking bugs
  1523. * added preliminary support for calling an OpenMP build of the library from multiple threads
  1524. * removed performance impact of thread locks added in 0.2.20 on OpenMP code
  1525. * general code cleanup
  1526. * optimized DSDOT implementation
  1527. * improved thread distribution for GEMM
  1528. * corrected IMATCOPY/OMATCOPY implementation
  1529. * fixed out-of-bounds accesses in the multithreaded xBMV/xPMV and SYMV implementations
  1530. * cmake build improvements
  1531. * pkgconfig file now contains build options
  1532. * openblas_get_config() now reports USE_OPENMP and NUM_THREADS settings used for the build
  1533. * corrections and improvements for systems with more than 64 cpus
  1534. * LAPACK code updated to 3.8.0 including later fixes
  1535. * added ReLAPACK, a recursive implementation of several LAPACK functions
  1536. * Rewrote ROTMG to handle cases that the netlib code failed to address
  1537. * Disabled (broken) multithreading code for xTRMV
  1538. * corrected prototypes of complex CBLAS functions to make our cblas.h match the generally accepted standard
  1539. * shared memory access failures on startup are now handled more gracefully
  1540. * restored utests from earlier releases (and made them pass on all affected systems)
  1541. SPARC:
  1542. * several fixes for cpu autodetection
  1543. POWER:
  1544. * corrected vector register overwriting in several Power8 kernels
  1545. * optimized additional BLAS functions
  1546. ARM:
  1547. * added support for CortexA53 and A72
  1548. * added autodetection for ThunderX2T99
  1549. * made most optimized kernels the default for generic ARMv8 targets
  1550. x86_64:
  1551. * parallelized DDOT kernel for Haswell
  1552. * changed alignment directives in assembly kernels to boost performance on OSX
  1553. * fixed register handling in the GEMV microkernels (bug exposed by gcc7)
  1554. * added support for building on OpenBSD and Dragonfly
  1555. * updated compiler options to work with Intel release 2018
  1556. * support fully optimized build with clang/flang on Microsoft Windows
  1557. * fixed building on AIX
  1558. IBM Z:
  1559. * added optimized BLAS 1/2 functions
  1560. MIPS:
  1561. * fixed cpu autodetection helper code
  1562. * added mips32 1004K cpu (Mediatek MT7621 and similar SoC)
  1563. * added mips64 I6500 cpu
  1564. ====================================================================
  1565. Version 0.2.20
  1566. 24-Jul-2017
  1567. common:
  1568. * Improved CMake support
  1569. * Fixed several thread race and locking bugs
  1570. * Fixed default LAPACK optimization level
  1571. * Updated LAPACK to 3.7.0
  1572. * Added ReLAPACK (https://github.com/HPAC/ReLAPACK, make BUILD_RELAPACK=1)
  1573. POWER:
  1574. * Optimizations for Power9
  1575. * Fixed several Power8 assembly bugs
  1576. ARM:
  1577. * New optimized Vulcan and ThunderX2T99 targets
  1578. * Support for ARMV7 SOFT_FP ABI (make ARM_SOFTFP_ABI=1)
  1579. * Detect all cpu cores including offline ones
  1580. * Fix compilation with CLANG
  1581. * Support building a shared library for Android
  1582. MIPS:
  1583. * Fixed several threading issues
  1584. * Fix compilation with CLANG
  1585. x86_64:
  1586. * Detect Intel Bay Trail and Apollo Lake
  1587. * Detect Intel Sky Lake and Kaby Lake
  1588. * Detect Intel Knights Landing
  1589. * Detect AMD A8, A10, A12 and Ryzen
  1590. * Support 64bit builds with Visual Studio
  1591. * Fix building with Intel and PGI compilers
  1592. * Fix building with MINGW and TDM-GCC
  1593. * Fix cmake builds for Haswell and related cpus
  1594. * Fix building for Sandybridge with CLANG 3.9
  1595. * Add support for the FLANG compiler
  1596. IBM Z:
  1597. * New target z13 with BLAS3 optimizations
  1598. ====================================================================
  1599. Version 0.2.19
  1600. 1-Sep-2016
  1601. common:
  1602. * Improved cross compiling.
  1603. * Fix the bug on musl libc.
  1604. POWER:
  1605. * Optimize BLAS on Power8
  1606. * Fixed Julia+OpenBLAS bugs on Power8
  1607. MIPS:
  1608. * Optimize BLAS on MIPS P5600 and I6400 (Thanks, Shivraj Patil, Kaustubh Raste)
  1609. ARM:
  1610. * Improved on ARM Cortex-A57. (Thanks, Ashwin Sekhar T K)
  1611. ====================================================================
  1612. Version 0.2.18
  1613. 12-Apr-2016
  1614. common:
  1615. * If you set MAKE_NB_JOBS flag less or equal than zero,
  1616. make will be without -j.
  1617. x86/x86_64:
  1618. * Support building Visual Studio static library. (#813, Thanks, theoractice)
  1619. * Fix bugs to pass buidbot CI tests (http://build.openblas.net)
  1620. ARM:
  1621. * Provide DGEMM 8x4 kernel for Cortex-A57 (Thanks, Ashwin Sekhar T K)
  1622. POWER:
  1623. * Optimize S and C BLAS3 on Power8
  1624. * Optimize BLAS2/1 on Power8
  1625. ====================================================================
  1626. Version 0.2.17
  1627. 20-Mar-2016
  1628. common:
  1629. * Enable BUILD_LAPACK_DEPRECATED=1 by default.
  1630. ====================================================================
  1631. Version 0.2.16
  1632. 15-Mar-2016
  1633. common:
  1634. * Avoid potential getenv segfault. (#716)
  1635. * Import LAPACK svn bugfix #142-#147,#150-#155
  1636. x86/x86_64:
  1637. * Optimize c/zgemv for AMD Bulldozer, Piledriver, Steamroller
  1638. * Fix bug with scipy linalg test.
  1639. ARM:
  1640. * Improve DGEMM for ARM Cortex-A57. (Thanks, Ashwin Sekhar T K)
  1641. POWER:
  1642. * Optimize D and Z BLAS3 functions for Power8.
  1643. ====================================================================
  1644. Version 0.2.16.rc1
  1645. 23-Feb-2016
  1646. common:
  1647. * Upgrade LAPACK to 3.6.0 version.
  1648. Add BUILD_LAPACK_DEPRECATED option in Makefile.rule to build
  1649. LAPACK deprecated functions.
  1650. * Add MAKE_NB_JOBS option in Makefile.
  1651. Force number of make jobs.This is particularly
  1652. useful when using distcc. (#735. Thanks, Jerome Robert.)
  1653. * Redesign unit test. Run unit/regression test at every build (Travis-CI and Appveyor).
  1654. * Disable multi-threading for small size swap and ger. (#744. Thanks, Jerome Robert)
  1655. * Improve small zger, zgemv, ztrmv using stack alloction (#727. Thanks, Jerome Robert)
  1656. * Let openblas_get_num_threads return the number of active threads.
  1657. (#760. Thanks, Jerome Robert)
  1658. * Support illumos(OmniOS). (#749. Thanks, Lauri Tirkkonen)
  1659. * Fix LAPACK Dormbr, Dormlq bug. (#711, #713. Thanks, Brendan Tracey)
  1660. * Update scipy benchmark script. (#745. Thanks, John Kirkham)
  1661. x86/x86_64:
  1662. * Optimize trsm kernels for AMD Bulldozer, Piledriver, Steamroller.
  1663. * Detect Intel Avoton.
  1664. * Detect AMD Trinity, Richland, E2-3200.
  1665. * Fix gemv performance bug on Mac OSX Intel Haswell.
  1666. * Fix some bugs with CMake and Visual Studio
  1667. ARM:
  1668. * Support and optimize Cortex-A57 AArch64.
  1669. (#686. Thanks, Ashwin Sekhar TK)
  1670. * Fix Android build on ARMV7 (#778. Thanks, Paul Mustiere)
  1671. * Update ARMV6 kernels.
  1672. POWER:
  1673. * Fix detection of POWER architecture
  1674. (#684. Thanks, Sebastien Villemot)
  1675. ====================================================================
  1676. Version 0.2.15
  1677. 27-Oct-2015
  1678. common:
  1679. * Support cmake on x86/x86-64. Natively compiling on MS Visual Studio.
  1680. (experimental. Thank Hank Anderson for the initial cmake porting work.)
  1681. On Linux and Mac OSX, OpenBLAS cmake supports assembly kernels.
  1682. e.g. cmake .
  1683. make
  1684. make test (Optional)
  1685. On Windows MS Visual Studio, OpenBLAS cmake only support C kernels.
  1686. (OpenBLAS uses AT&T style assembly, which is not supported by MSVC.)
  1687. e.g. cmake -G "Visual Studio 12 Win64" .
  1688. Open OpenBLAS.sln and build.
  1689. * Enable MAX_STACK_ALLOC flags by default.
  1690. Improve ger and gemv for small matrices.
  1691. * Improve gemv parallel with small m and large n case.
  1692. * Improve ?imatcopy when lda==ldb (#633. Thanks, Martin Koehler)
  1693. * Add vecLib benchmarks (#565. Thanks, Andreas Noack.)
  1694. * Fix LAPACK lantr for row major matrices (#634. Thanks, Dan Kortschak)
  1695. * Fix LAPACKE lansy (#640. Thanks, Dan Kortschak)
  1696. * Import bug fixes for LAPACKE s/dormlq, c/zunmlq
  1697. * Raise the signal when pthread_create fails (#668. Thanks, James K. Lowden)
  1698. * Remove g77 from compiler list.
  1699. * Enable AppVeyor Windows CI.
  1700. x86/x86-64:
  1701. * Support pure C generic kernels for x86/x86-64.
  1702. * Support Intel Boardwell and Skylake by Haswell kernels.
  1703. * Support AMD Excavator by Steamroller kernels.
  1704. * Optimize s/d/c/zdot for Intel SandyBridge and Haswell.
  1705. * Optimize s/d/c/zdot for AMD Piledriver and Steamroller.
  1706. * Optimize s/d/c/zapxy for Intel SandyBridge and Haswell.
  1707. * Optimize s/d/c/zapxy for AMD Piledriver and Steamroller.
  1708. * Optimize d/c/zscal for Intel Haswell, dscal for Intel SandyBridge.
  1709. * Optimize d/c/zscal for AMD Bulldozer, Piledriver and Steamroller.
  1710. * Optimize s/dger for Intel SandyBridge.
  1711. * Optimize s/dsymv for Intel SandyBridge.
  1712. * Optimize ssymv for Intel Haswell.
  1713. * Optimize dgemv for Intel Nehalem and Haswell.
  1714. * Optimize dtrmm for Intel Haswell.
  1715. ARM:
  1716. * Support Android NDK armeabi-v7a-hard ABI (-mfloat-abi=hard)
  1717. e.g. make HOSTCC=gcc CC=arm-linux-androideabi-gcc NO_LAPACK=1 TARGET=ARMV7
  1718. * Fix lock, rpcc bugs (#616, #617. Thanks, Grazvydas Ignotas)
  1719. POWER:
  1720. * Support ppc64le platform (ELF ABI v2. #612. Thanks, Matthew Brandyberry.)
  1721. * Support POWER7/8 by POWER6 kernels. (#612. Thanks, Fábio Perez.)
  1722. ====================================================================
  1723. Version 0.2.14
  1724. 24-Mar-2015
  1725. common:
  1726. * Improve OpenBLASConfig.cmake. (#474, #475. Thanks, xantares.)
  1727. * Improve ger and gemv for small matrices by stack allocation.
  1728. e.g. make -DMAX_STACK_ALLOC=2048 (#482. Thanks, Jerome Robert.)
  1729. * Introduce openblas_get_num_threads and openblas_get_num_procs.
  1730. (#497. Thanks, Erik Schnetter.)
  1731. * Add ATLAS-style ?geadd function. (#509. Thanks, Martin Köhler.)
  1732. * Fix c/zsyr bug with negative incx. (#492.)
  1733. * Fix race condition during shutdown causing a crash in
  1734. gotoblas_set_affinity(). (#508. Thanks, Ton van den Heuvel.)
  1735. x86/x86-64:
  1736. * Support AMD Streamroller.
  1737. ARM:
  1738. * Add Cortex-A9 and Cortex-A15 targets.
  1739. ====================================================================
  1740. Version 0.2.13
  1741. 3-Dec-2014
  1742. common:
  1743. * Add SYMBOLPREFIX and SYMBOLSUFFIX makefile options
  1744. for adding a prefix or suffix to all exported symbol names
  1745. in the shared library.(#459, Thanks Tony Kelman)
  1746. * Provide OpenBLASConfig.cmake at installation.
  1747. * Fix Fortran compiler detection on FreeBSD.
  1748. (#470, Thanks Mike Nolta)
  1749. x86/x86-64:
  1750. * Add generic kernel files for x86-64. make TARGET=GENERIC
  1751. * Fix a bug of sgemm kernel on Intel Sandy Bridge.
  1752. * Fix c_check bug on some amd64 systems. (#471, Thanks Mike Nolta)
  1753. ARM:
  1754. * Support APM's X-Gene 1 AArch64 processors.
  1755. Optimize trmm and sgemm. (#465, Thanks Dave Nuechterlein)
  1756. ====================================================================
  1757. Version 0.2.12
  1758. 13-Oct-2014
  1759. common:
  1760. * Added CBLAS interface for ?omatcopy and ?imatcopy.
  1761. * Enable ?gemm3m functions.
  1762. * Added benchmark for ?gemm3m.
  1763. * Optimized multithreading lower limits.
  1764. * Disabled SYMM3M and HEMM3M functions
  1765. because of segment violations.
  1766. x86/x86-64:
  1767. * Improved axpy and symv performance on AMD Bulldozer.
  1768. * Improved gemv performance on modern Intel and AMD CPUs.
  1769. ====================================================================
  1770. Version 0.2.11
  1771. 18-Aug-2014
  1772. common:
  1773. * Added some benchmark codes.
  1774. * Fix link error on Linux/musl.(Thanks Isaac Dunham)
  1775. x86/x86-64:
  1776. * Improved s/c/zgemm performance for Intel Haswell.
  1777. * Improved s/d/c/zgemv performance.
  1778. * Support the big numa machine.(EXPERIMENT)
  1779. ARM:
  1780. * Fix detection when cpuinfo uses "Processor". (Thanks Isaiah)
  1781. ====================================================================
  1782. Version 0.2.10
  1783. 16-Jul-2014
  1784. common:
  1785. * Added BLAS extensions as following.
  1786. s/d/c/zaxpby, s/d/c/zimatcopy, s/d/c/zomatcopy.
  1787. * Added OPENBLAS_CORETYPE environment for dynamic_arch. (a86d34)
  1788. * Added NO_AVX2 flag for old binutils. (#401)
  1789. * Support outputing the CPU corename on runtime.(#407)
  1790. * Patched LAPACK to fix bug 114, 117, 118.
  1791. (http://www.netlib.org/lapack/bug_list.html)
  1792. * Disabled ?gemm3m for a work-around fix. (#400)
  1793. x86/x86-64:
  1794. * Fixed lots of bugs for optimized kernels on sandybridge,Haswell,
  1795. bulldozer, and piledriver.
  1796. https://github.com/xianyi/OpenBLAS/wiki/Fixed-optimized-kernels-To-do-List
  1797. ARM:
  1798. * Improved LAPACK testing.
  1799. ====================================================================
  1800. Version 0.2.9
  1801. 10-Jun-2014
  1802. common:
  1803. * Improved the result for LAPACK testing. (#372)
  1804. * Installed DLL to prefix/bin instead of prefix/lib. (#366)
  1805. * Build import library on Windows.(#374)
  1806. x86/x86-64:
  1807. * To improve LAPACK testing, we fallback some kernels. (#372)
  1808. https://github.com/xianyi/OpenBLAS/wiki/Fixed-optimized-kernels-To-do-List
  1809. ====================================================================
  1810. Version 0.2.9.rc2
  1811. 06-Mar-2014
  1812. common:
  1813. * Added OPENBLAS_VERBOSE environment variable.(#338)
  1814. * Make OpenBLAS thread-pool resilient to fork via pthread_atfork.
  1815. (#294, Thank Olivier Grisel)
  1816. * Rewrote rotmg
  1817. * Fixed sdsdot bug.
  1818. x86/x86-64:
  1819. * Detect Intel Haswell for new Macbook.
  1820. ====================================================================
  1821. Version 0.2.9.rc1
  1822. 13-Jan-2013
  1823. common:
  1824. * Update LAPACK to 3.5.0 version
  1825. * Fixed compatiable issues with Clang and Pathscale compilers.
  1826. x86/x86-64:
  1827. * Optimization on Intel Haswell.
  1828. * Enable optimization kernels on AMD Bulldozer and Piledriver.
  1829. ARM:
  1830. * Support ARMv6 and ARMv7 ISA.
  1831. * Optimization on ARM Cortex-A9.
  1832. ====================================================================
  1833. Version 0.2.8
  1834. 01-Aug-2013
  1835. common:
  1836. * Support Open64 5.0. (#266)
  1837. * Add executable stack markings. (#262, Thank Sébastien Fabbro)
  1838. * Respect user's LDFLAGS (Thank Sébastien Fabbro)
  1839. x86/x86-64:
  1840. * Rollback bulldozer and piledriver kernels to barcelona kernels (#263)
  1841. We will fix the compuational error bug in bulldozer and piledriver kernels.
  1842. ====================================================================
  1843. Version 0.2.7
  1844. 20-Jul-2013
  1845. common:
  1846. * Support LSB (Linux Standard Base) 4.1.
  1847. e.g. make CC=lsbcc
  1848. * Include LAPACK 3.4.2 source codes to the repo.
  1849. Avoid downloading at compile time.
  1850. * Add NO_PARALLEL_MAKE flag to disable parallel make.
  1851. * Create openblas_get_parallel to retrieve information which
  1852. parallelization model is used by OpenBLAS. (Thank grisuthedragon)
  1853. * Detect LLVM/Clang compiler. The default compiler is Clang on Mac OS X.
  1854. * Change LIBSUFFIX from .lib to .a on windows.
  1855. * A work-around for dtrti_U single thread bug. Replace it with LAPACK codes. (#191)
  1856. x86/x86-64:
  1857. * Optimize c/zgemm, trsm, dgemv_n, ddot, daxpy, dcopy on
  1858. AMD Bulldozer. (Thank Werner Saar)
  1859. * Add Intel Haswell support (using Sandybridge optimizations).
  1860. (Thank Dan Luu)
  1861. * Add AMD Piledriver support (using Bulldozer optimizations).
  1862. * Fix the computational error in zgemm avx kernel on
  1863. Sandybridge. (#237)
  1864. * Fix the overflow bug in gemv.
  1865. * Fix the overflow bug in multi-threaded BLAS3, getrf when NUM_THREADS
  1866. is very large.(#214, #221, #246).
  1867. MIPS64:
  1868. * Support loongcc (Open64 based) compiler for ICT Loongson 3A/B.
  1869. Power:
  1870. * Support Power7 by old Power6 kernels. (#220)
  1871. ====================================================================
  1872. Version 0.2.6
  1873. 2-Mar-2013
  1874. common:
  1875. * Improved OpenMP performance slightly. (d744c9)
  1876. * Improved cblas.h compatibility with Intel MKL.(#185)
  1877. * Fixed the overflowing bug in single thread cholesky factorization.
  1878. * Fixed the overflowing buffer bug of multithreading hbmv and sbmv.(#174)
  1879. x86/x86-64:
  1880. * Added AMD Bulldozer x86-64 S/DGEMM AVX kernels. (Thank Werner Saar)
  1881. We will tune the performance in future.
  1882. * Auto-detect Intel Xeon E7540.
  1883. * Fixed the overflowing buffer bug of gemv. (#173)
  1884. * Fixed the bug of s/cdot about invalid reading NAN on x86_64. (#189)
  1885. MIPS64:
  1886. ====================================================================
  1887. Version 0.2.5
  1888. 26-Nov-2012
  1889. common:
  1890. * Added NO_SHARED flag to disable generating the shared library.
  1891. * Compile LAPACKE with ILP64 modle when INTERFACE64=1 (#158)
  1892. * Export LAPACK 3.4.2 symbols in shared library. (#147)
  1893. * Only detect the number of physical CPU cores on Mac OSX. (#157)
  1894. * Fixed NetBSD build. (#155)
  1895. * Fixed compilation with TARGET=GENERIC. (#160)
  1896. x86/x86-64:
  1897. * Restore the original CPU affinity when calling
  1898. openblas_set_num_threads(1) (#153)
  1899. * Fixed a SEGFAULT bug in dgemv_t when m is very large.(#154)
  1900. MIPS64:
  1901. ====================================================================
  1902. Version 0.2.4
  1903. 8-Oct-2012
  1904. common:
  1905. * Upgraded LAPACK to 3.4.2 version. (#145)
  1906. * Provided support for passing CFLAGS, FFLAGS, PFLAGS,
  1907. FPFLAGS to make. (#137)
  1908. * f77blas.h:compatibility for compilers without C99 complex
  1909. number support. (#141)
  1910. x86/x86-64:
  1911. * Added NO_AVX flag. Check OS supporting AVX on runtime. (#139)
  1912. * Fixed zdot incompatibility ABI issue with GCC 4.7 on
  1913. Windows 32-bit. (#140)
  1914. MIPS64:
  1915. * Fixed the generation of shared library bug.
  1916. * Fixed the detection bug on the Loongson 3A server.
  1917. ====================================================================
  1918. Version 0.2.3
  1919. 20-Aug-2012
  1920. common:
  1921. * Fixed LAPACK unstable bug about ?laswp. (#130)
  1922. * Fixed the shared library bug about unloading the library on
  1923. Linux (#132).
  1924. * Fixed the compilation failure on BlueGene/P (TARGET=PPC440FP2)
  1925. Please use gcc and IBM xlf. (#134)
  1926. x86/x86-64:
  1927. * Supported goto_set_num_threads and openblas_set_num_threads
  1928. APIs in Windows. They can set the number of threads on runtime.
  1929. ====================================================================
  1930. Version 0.2.2
  1931. 6-July-2012
  1932. common:
  1933. * Fixed exporting DLL functions bug on Windows/MingW
  1934. * Support GNU Hurd (Thank Sylvestre Ledru)
  1935. * Support kfreebsd kernel (Thank Sylvestre Ledru)
  1936. x86/x86-64:
  1937. * Support Intel Sandy Bridge 22nm desktop/mobile CPU
  1938. SPARC:
  1939. * Improve the detection of SPARC (Thank Sylvestre Ledru)
  1940. ====================================================================
  1941. Version 0.2.1
  1942. 30-Jun-2012
  1943. common:
  1944. x86/x86-64:
  1945. * Fixed the SEGFAULT bug about hyper-theading
  1946. * Support AMD Bulldozer by using GotoBLAS2 AMD Barcelona codes
  1947. ====================================================================
  1948. Version 0.2.0
  1949. 26-Jun-2012
  1950. common:
  1951. * Removed the limitation (64) of numbers of CPU cores.
  1952. Now, it supports 256 cores at max.
  1953. * Supported clang compiler.
  1954. * Fixed some build bugs on FreeBSD
  1955. x86/x86-64:
  1956. * Optimized Level-3 BLAS on Intel Sandy Bridge x86-64 by AVX instructions.
  1957. Please use gcc >= 4.6 or clang >=3.1.
  1958. * Support AMD Bobcat by using GotoBLAS2 AMD Barcelona codes.
  1959. ====================================================================
  1960. Version 0.1.1
  1961. 29-Apr-2012
  1962. common:
  1963. * Upgraded LAPACK to 3.4.1 version. (Thank Zaheer Chothia)
  1964. * Supported LAPACKE, a C interface to LAPACKE. (Thank Zaheer Chothia)
  1965. * Fixed the build bug (MD5 and download) on Mac OSX.
  1966. * Auto download CUnit 2.1.2-2 from SF.net with UTEST_CHECK=1.
  1967. * Fxied the compatibility issue for compilers without C99 complex number
  1968. (e.g. Visual Studio)
  1969. x86/x86_64:
  1970. * Auto-detect Intel Sandy Bridge Core i7-3xxx & Xeon E7 Westmere-EX.
  1971. * Test alpha=Nan in dscale.
  1972. * Fixed a SEGFAULT bug in samax on x86 windows.
  1973. ====================================================================
  1974. Version 0.1.0
  1975. 23-Mar-2012
  1976. common:
  1977. * Set soname of shared library on Linux.
  1978. * Added LIBNAMESUFFIX flag in Makefile.rule. The user can use
  1979. this flag to control the library name, e.g. libopenblas.a,
  1980. libopenblas_ifort.a or libopenblas_omp.a.
  1981. * Added GEMM_MULTITHREAD_THRESHOLD flag in Makefile.rule.
  1982. The lib use single thread in GEMM function with small matrices.
  1983. x86/x86_64:
  1984. * Used GEMV SSE/SSE2 kernels on x86 32-bit.
  1985. * Exported CBLAS functions in Windows DLL.
  1986. MIPS64:
  1987. * Completed Level-3 BLAS optimization on Loongson 3A CPU.
  1988. * Improved GEMV performance on Loongson 3A CPU.
  1989. * Improved Level-3 BLAS performance on Loongson 3B CPU. (EXPERIMENT)
  1990. ====================================================================
  1991. Version 0.1 alpha2.5
  1992. 19-Feb-2012
  1993. common:
  1994. * Fixed missing "#include <sched.h>" bug on Mac OS X.
  1995. Thank Mike Nolta for the patch.
  1996. * Upgraded LAPACK to 3.4.0 version
  1997. * Fixed a bug on Mac OS X. Don't require SystemStubs on OS X.
  1998. SystemStubs does not exist on Lion. Thank Stefan Karpinski.
  1999. * Improved README with using OpenMP. Check the internal threads
  2000. count less than or equal to omp_get_max_threads()
  2001. x86/x86_64:
  2002. * Auto-detect Intel Core i6/i7 (Sandy Bridge) CPU with Nehalem assembly kernels
  2003. * Fixed some bugs on MingW 64-bit including zgemv, cdot, zdot.
  2004. ====================================================================
  2005. Version 0.1 alpha2.4
  2006. 18-Sep-2011
  2007. common:
  2008. * Fixed a bug about installation. The header file "fblas77.h"
  2009. works fine now.
  2010. * Fixed #61 a building bug about setting TARGET and DYNAMIC_ARCH.
  2011. * Try to handle absolute path of shared library in OSX. (#57)
  2012. Thank Dr Kane O'Donnell.
  2013. * Changed the installation folder layout to $(PREFIX)/include and
  2014. $(PREFIX)/lib
  2015. x86/x86_64:
  2016. * Fixed #58 zdot/xdot SEGFAULT bug with GCC-4.6 on x86. According
  2017. to i386 calling convention, The callee should remove the first
  2018. hidden parameter.Thank Mr. John for this patch.
  2019. ====================================================================
  2020. Version 0.1 alpha2.3
  2021. 5-Sep-2011
  2022. x86/x86_64:
  2023. * Added DTB_ENTRIES into dynamic arch setting parameters. Now,
  2024. it can read DTB_ENTRIES on runtime. (Refs issue #55 on github)
  2025. ====================================================================
  2026. Version 0.1 alpha2.2
  2027. 14-Jul-2011
  2028. common:
  2029. * Fixed a building bug when DYNAMIC_ARCH=1 & INTERFACE64=1.
  2030. (Refs issue #44 on github)
  2031. ====================================================================
  2032. Version 0.1 alpha2.1
  2033. 28-Jun-2011
  2034. common:
  2035. * Stop the build and output the error message when detecting
  2036. fortran compiler failed. (Refs issue #42 on github)
  2037. ====================================================================
  2038. Version 0.1 alpha2
  2039. 23-Jun-2011
  2040. common:
  2041. * Fixed blasint undefined bug in <cblas.h> file. Other software
  2042. could include this header successfully(Refs issue #13 on github)
  2043. * Fixed the SEGFAULT bug on 64 cores. On SMP server, the number
  2044. of CPUs or cores should be less than or equal to 64.(Refs issue #14
  2045. on github)
  2046. * Support "void goto_set_num_threads(int num_threads)" and "void
  2047. openblas_set_num_threads(int num_threads)" when USE_OPENMP=1
  2048. * Added extern "C" to support C++. Thank Tasio for the patch(Refs
  2049. issue #21 on github)
  2050. * Provided an error message when the arch is not supported.(Refs
  2051. issue #19 on github)
  2052. * Fixed issue #23. Fixed a bug of f_check script about generating link flags.
  2053. * Added openblas_set_num_threads for Fortran.
  2054. * Fixed #25 a wrong result of rotmg.
  2055. * Fixed a bug about detecting underscore prefix in c_check.
  2056. * Print the wall time (cycles) with enabling FUNCTION_PROFILE
  2057. * Fixed #35 a build bug with NO_LAPACK=1 & DYNAMIC_ARCH=1
  2058. * Added install target. You can use "make install". (Refs #20)
  2059. x86/x86_64:
  2060. * Fixed #28 a wrong result of dsdot on x86_64.
  2061. * Fixed #32 a SEGFAULT bug of zdotc with gcc-4.6.
  2062. * Fixed #33 ztrmm bug on Nehalem.
  2063. * Work-around #27 the low performance axpy issue with small imput size & multithreads.
  2064. MIPS64:
  2065. * Fixed #28 a wrong result of dsdot on Loongson3A/MIPS64.
  2066. * Optimized single/double precision BLAS Level3 on Loongson3A/MIPS64. (Refs #2)
  2067. * Optimized single/double precision axpy function on Loongson3A/MIPS64. (Refs #3)
  2068. ====================================================================
  2069. Version 0.1 alpha1
  2070. 20-Mar-2011
  2071. common:
  2072. * Support "make NO_LAPACK=1" to build the library without
  2073. LAPACK functions.
  2074. * Fixed randomly SEGFAULT when nodemask==NULL with above Linux 2.6.34.
  2075. Thank Mr.Ei-ji Nakama providing this patch. (Refs issue #12 on github)
  2076. * Added DEBUG=1 rule in Makefile.rule to build debug version.
  2077. * Disable compiling quad precision in reference BLAS library(netlib BLAS).
  2078. * Added unit testcases in utest/ subdir. Used CUnit framework.
  2079. * Supported OPENBLAS_* & GOTO_* environment variables (Pleas see README)
  2080. * Imported GotoBLAS2 1.13 BSD version
  2081. x86/x86_64:
  2082. * On x86 32bits, fixed a bug in zdot_sse2.S line 191. This would casue
  2083. zdotu & zdotc failures. Instead, work-around it. (Refs issue #8 #9 on github)
  2084. * Modified ?axpy functions to return same netlib BLAS results
  2085. when incx==0 or incy==0 (Refs issue #7 on github)
  2086. * Modified ?swap functions to return same netlib BLAS results
  2087. when incx==0 or incy==0 (Refs issue #6 on github)
  2088. * Modified ?rot functions to return same netlib BLAS results
  2089. when incx==0 or incy==0 (Refs issue #4 on github)
  2090. * Detect Intel Westmere,Intel Clarkdale and Intel Arrandale
  2091. to use Nehalem codes.
  2092. * Fixed a typo bug about compiling dynamic ARCH library.
  2093. MIPS64:
  2094. * Improve daxpy performance on ICT Loongson 3A.
  2095. * Supported ICT Loongson 3A CPU (Refs issue #1 on github)
  2096. ====================================================================