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Changelog.txt 98 kB

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