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Changelog.txt 63 kB

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