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Changelog.txt 78 kB

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