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Changelog.txt 82 kB

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