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Changelog.txt 36 kB

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  1. OpenBLAS ChangeLog
  2. ====================================================================
  3. Version 0.3.6
  4. 29-Apr-2019
  5. common:
  6. * the build tools now check that a given cpu TARGET is actually valid
  7. * the build-time check of system features (c_check) has been made
  8. less dependent on particular perl features (this should mainly
  9. benefit building on Windows)
  10. * several problem with the ReLAPACK integration were fixed,
  11. including INTERFACE64 support and building a shared library
  12. * building with CMAKE on BSD systems was improved
  13. * a non-absolute SUM function was added based on the
  14. existing optimized code for ASUM
  15. * CBLAS interfaces to the IxMIN and IxMAX functions were added
  16. * a name clash between LAPACKE and BOOST headers was resolved
  17. * CMAKE builds with OpenMP failed to include the appropriate getrf_parallel
  18. kernels
  19. * a crash on thread (key) deletion with the USE_TLS=1 memory management
  20. option was fixed
  21. * restored several earlier fixes, in particular for OpenMP performance,
  22. building on BSD, and calling fork on CYGWIN, which had inadvertently
  23. been dropped in the 0.3.3 rewrite of the memory management code.
  24. x86_64:
  25. * the AVX512 DGEMM kernel has been disabled again due to unsolved problems
  26. * building with old versions of MSVC was fixed
  27. * it is now possible to build a static library on Windows with CMAKE
  28. * accessing environment variables on CYGWIN at run time was fixed
  29. * the CMAKE build system now recognizes 32bit userspace on 64bit hardware
  30. * Intel "Denverton" atom and Hygon "Dhyana" zen CPUs are now autodetected
  31. * building for DYNAMIC_ARCH with a DYNAMIC_LIST of targets is now supported
  32. with CMAKE as well
  33. * building for DYNAMIC_ARCH with GENERIC as the default target is now supported
  34. * a buffer overflow in the SSE GEMM kernel for Intel Nano targets was fixed
  35. * assembly bugs involving undeclared modification of input operands were fixed
  36. in the AXPY, DOT, GEMV, GER, SCAL, SYMV and TRSM microkernels for Nehalem,
  37. Sandybridge, Haswell, Bulldozer and Piledriver. These would typically cause
  38. test failures or segfaults when compiled with recent versions of gcc from 8 onward.
  39. * a similar bug was fixed in the blas_quickdivide code used to split workloads
  40. in most functions
  41. * a bug in the IxMIN implementation for the GENERIC target made it return the result of IxMAX
  42. * fixed building on SkylakeX systems when either the compiler or the (emulated) operating
  43. environment does not support AVX512
  44. * improved GEMM performance on ZEN targets
  45. x86:
  46. * build failures caused by the recently added checks for AVX512 were fixed
  47. * an inline assembly bug involving undeclared modification of an input argument was
  48. fixed in the blas_quickdivide code used to split workloads in most functions
  49. * a bug in the IMIN implementation for the GENERIC target made it return the result of IMAX
  50. MIPS32:
  51. * a bug in the IMIN implementation made it return the result of IMAX
  52. POWER:
  53. * single precision BLAS1/2 functions have received optimized POWER8 kernels
  54. * POWER9 is now a separate target, with an optimized DGEMM/DTRMM kernel
  55. * building on PPC970 systems under OSX Leopard or Tiger is now supported
  56. * out-of-bounds memory accesses in the gemm_beta microkernels were fixed
  57. * building a shared library on AIX is now supported for POWER6
  58. * DYNAMIC_ARCH support has been added for POWER6 and newer
  59. ARMv7:
  60. * corrected xDOT behaviour with zero INC_X or INC_Y
  61. * a bug in the IMIN implementation made it return the result of IMAX
  62. ARMv8:
  63. * added support for HiSilicon TSV110 cpus
  64. * the CMAKE build system now recognizes 32bit userspace on 64bit hardware
  65. * cross-compilation with CMAKE now works again
  66. * a bug in the IMIN implementation made it return the result of IMAX
  67. * ARMV8 builds with the BINARY=32 option are now automatically handled as ARMV7
  68. IBM Z:
  69. * optimized microkernels for single precision BLAS1/2 functions have been added
  70. for both Z13 and Z14
  71. ====================================================================
  72. Version 0.3.5
  73. 31-Dec-2018
  74. common:
  75. * loop unrolling in TRMV has been enabled again.
  76. * A domain error in the thread workload distribution for SYRK
  77. has been fixed.
  78. * gmake builds will now automatically add -fPIC to the build
  79. options if the platform requires it.
  80. * a pthreads key leakage (and associate crash on dlclose) in
  81. the USE_TLS codepath was fixed.
  82. * building of the utest cases on systems that do not provide
  83. an implementation of complex.h was fixed.
  84. x86_64:
  85. * the SkylakeX code was changed to compile on OSX.
  86. * unwanted application of the -march=skylake-avx512 option
  87. to the common code parts of a DYNAMIC_ARCH build was fixed.
  88. * improved performance of SGEMM for small workloads on Skylake X.
  89. * performance of SGEMM and DGEMM was improved on Haswell.
  90. ARMV8:
  91. * a configuration error that broke the CNRM2 kernel was corrected.
  92. * compilation of the GEMM kernels with CMAKE was fixed.
  93. * DYNAMIC_ARCH builds are now available with CMAKE as well.
  94. * using CMAKE for cross-compilation to the new cpu TARGETs
  95. introduced in 0.3.4 now works.
  96. POWER:
  97. * a problem in cpu autodetection for AIX has been corrected.
  98. ====================================================================
  99. Version 0.3.4
  100. 02-Dec-2018
  101. common:
  102. * the new, experimental thread-local memory allocation had
  103. inadvertently been left enabled for gmake builds in 0.3.3
  104. despite the announcement. It is now disabled by default, and
  105. single-threaded builds will keep using the old allocator even
  106. if the USE_TLS option is turned on.
  107. * OpenBLAS will now provide enough buffer space for at least 50
  108. threads by default.
  109. * The output of openblas_get_config() now contains the version
  110. number.
  111. * A serious thread safety bug in GEMV operation with small M and
  112. large N size has been fixed.
  113. * The code will now automatically call blas_thread_init after a
  114. fork if needed before handling a call to openblas_set_num_threads
  115. * Accesses to parallelized level3 functions from multiple callers
  116. are now serialized to avoid thread races (unless using OpenMP).
  117. This should provide better performance than the known-threadsafe
  118. (but non-default) USE_SIMPLE_THREADED_LEVEL3 option.
  119. * When building LAPACK with gfortran, -frecursive is now (again)
  120. enabled by default to ensure correct behaviour.
  121. * The OpenBLAS version cblas.h now supports both CBLAS_ORDER and
  122. CBLAS_LAYOUT as the name of the matrix row/column order option.
  123. * Externally set LDFLAGS are now passed through to the final compile/link
  124. steps to facilitate setting platform-specific linker flags.
  125. * A potential race condition during the build of LAPACK (that would
  126. usually manifest itself as a failure to build TESTING/MATGEN) has been
  127. fixed.
  128. * xHEMV has been changed to stay single-threaded for small input sizes
  129. where the overhead of multithreading exceeds any possible gains
  130. * CSWAP and ZSWAP have been limited to a single thread except on ARMV8 or
  131. ThunderX hardware with sizable input.
  132. * Linker flags for the PGI compiler have been updated
  133. * Behaviour of AXPY with zero increments is now handled in the C interface,
  134. correcting the result on at least Intel Atom.
  135. * The result matrix from calling SGELSS with an all-zero input matrix is
  136. now zeroed completely.
  137. x86_64:
  138. * Autodetection of AMD Ryzen2 has been fixed (again).
  139. * CMAKE builds now support labeling of an INTERFACE64=1 build of
  140. the library with the _64 suffix.
  141. * AVX512 version of DGEMM has been added and the AVX512 SGEMM kernel
  142. has been sped up by rewriting with C intrinsics
  143. * Fixed compilation on RHEL5/CENTOS5 (issue with typename __WAIT_STATUS)
  144. POWER:
  145. * added support for building on AIX (with gcc and GNU tools from AIX Toolbox).
  146. * CPU type detection has been implemented for AIX.
  147. * CPU type detection has been fixed for NETBSD.
  148. MIPS64:
  149. * AXPY on LOONGSON3A has been corrected to pass "zero increment" utest.
  150. * DSDOT on LOONGSON3A has been fixed.
  151. * the SGEMM microkernel has been hardened against potential data loss.
  152. ARMV8:
  153. * DYNAMic_ARCH support is now available for 64bit ARM
  154. * cross-compiling for ARMV8 under iOS now works.
  155. * cpu-specific code has been rearranged to make better use of both
  156. hardware commonalities and model-specific compiler optimizations.
  157. * XGENE1 has been removed as a TARGET, superseded by the improved generic
  158. ARMV8 support.
  159. ARMV7:
  160. * Older assembly mnemonics have been converted to UAL form to allow
  161. building with clang 7.0
  162. * Cross compiling LAPACKE for Android has been fixed again (broken by
  163. update to LAPACK 3.7.0 some while ago).
  164. ====================================================================
  165. Version 0.3.3
  166. 31-Aug-2018
  167. common:
  168. * thread memory allocation has been switched back to the method
  169. used before version 0.3.1 due to unexpected problems caused by
  170. the new code under some circumstances. A new compile-time option
  171. USE_TLS has been added to enable the new code, and it is hoped
  172. that this can become the default again in the next version.
  173. * LAPAck PR272 has been integrated, which fixes spurious errors
  174. in DSYEVR and related functions caused by missing conversion
  175. from ILAENV to ILAENV_2STAGE in several _2stage routines.
  176. * the cmake-generated OpenBLASConfig.cmake now uses correct case
  177. for the name of the library
  178. * added support for Haiku OS
  179. x86_64:
  180. * added AVX512 implementations of SDOT, DDOT, SAXPY, DAXPY,
  181. DSCAL, DGEMVN and DSYMVL
  182. * added a workaround for a cygwin issue that prevented compilation
  183. of AVX512 code
  184. IBM Z:
  185. * added autodetection of Z14
  186. * fixed TRMM errors in the generic target
  187. ====================================================================
  188. Version 0.3.2
  189. 30-Jul-2018
  190. common:
  191. * fixes for regressions caused by the rewrite of the thread
  192. initialization code in 0.3.1
  193. POWER:
  194. * fixed cpu autodetection for the BSDs
  195. MIPS64:
  196. * fixed utest errors in AXPY, DSDOT, ROT and SWAP
  197. x86_64:
  198. * added autodetection of AMD Ryzen 2
  199. * fixed build with older versions of MSVC
  200. ====================================================================
  201. Version 0.3.1
  202. 01-Jul-2018
  203. common:
  204. * rewritten thread initialization code with significantly reduced overhead
  205. * added CBLAS interfaces to the IxAMIN BLAS extension functions
  206. * fixed the lapack-test target
  207. * CMAKE builds now create an OpenBLASConfig.cmake file
  208. * ZAXPY now uses a single thread for small input sizes
  209. * the LAPACK code was updated from Reference-LAPACK/lapack#253
  210. (fixing LAPACKE interfaces to Aasen's functions)
  211. POWER:
  212. * corrected CROT and ZROT behaviour with zero INC_X
  213. ARMV7:
  214. * corrected xDOT behaviour with zero INC_X or INC_Y
  215. x86_64:
  216. * retired some older targets of DYNAMIC_ARCH builds to a new option DYNAMIC_OLDER,
  217. this affects PENRYN,DUNNINGTON,OPTERON,OPTERON_SSE3,BOBCAT,ATOM and NANO
  218. (which will still be supported via the slower PRESCOTT kernels when this option is not set)
  219. * added an option DYNAMIC_LIST that (used in conjunction with DYNAMIC_ARCH) allows to
  220. specify the list of x86_64 targets to include. Any target not on the list will be supported
  221. by the Sandybridge or Nehalem kernels if available, or by Prescott.
  222. * improved SWITCH_RATIO on Haswell for increased GEMM throughput
  223. * added initial support for Intel Skylake X, including an AVX512 SGEMM kernel
  224. * added autodetection of Intel Cannon Lake series as Skylake X
  225. * added a default L2 cache size for hypervisors that return zero here (Chromebook)
  226. * fixed a name clash with recent Windows10 headers that broke the build with (at least)
  227. recent mingw from MSYS2
  228. * fixed a link error in mixed clang/gfortran builds with OpenMP
  229. * updated the OSX deployment target to 10.8
  230. * switched on parallel make for builds on MS Windows by default
  231. x86:
  232. * fixed SSWAP and DSWAP behaviour with zero INC_X and INC_Y
  233. ====================================================================
  234. Version 0.3.0
  235. 23-May-2108
  236. common:
  237. * fixed some more thread race and locking bugs
  238. * added preliminary support for calling an OpenMP build of the library from multiple threads
  239. * removed performance impact of thread locks added in 0.2.20 on OpenMP code
  240. * general code cleanup
  241. * optimized DSDOT implementation
  242. * improved thread distribution for GEMM
  243. * corrected IMATCOPY/OMATCOPY implementation
  244. * fixed out-of-bounds accesses in the multithreaded xBMV/xPMV and SYMV implementations
  245. * cmake build improvements
  246. * pkgconfig file now contains build options
  247. * openblas_get_config() now reports USE_OPENMP and NUM_THREADS settings used for the build
  248. * corrections and improvements for systems with more than 64 cpus
  249. * LAPACK code updated to 3.8.0 including later fixes
  250. * added ReLAPACK, a recursive implementation of several LAPACK functions
  251. * Rewrote ROTMG to handle cases that the netlib code failed to address
  252. * Disabled (broken) multithreading code for xTRMV
  253. * corrected prototypes of complex CBLAS functions to make our cblas.h match the generally accepted standard
  254. * shared memory access failures on startup are now handled more gracefully
  255. * restored utests from earlier releases (and made them pass on all affected systems)
  256. SPARC:
  257. * several fixes for cpu autodetection
  258. POWER:
  259. * corrected vector register overwriting in several Power8 kernels
  260. * optimized additional BLAS functions
  261. ARM:
  262. * added support for CortexA53 and A72
  263. * added autodetection for ThunderX2T99
  264. * made most optimized kernels the default for generic ARMv8 targets
  265. x86_64:
  266. * parallelized DDOT kernel for Haswell
  267. * changed alignment directives in assembly kernels to boost performance on OSX
  268. * fixed register handling in the GEMV microkernels (bug exposed by gcc7)
  269. * added support for building on OpenBSD and Dragonfly
  270. * updated compiler options to work with Intel release 2018
  271. * support fully optimized build with clang/flang on Microsoft Windows
  272. * fixed building on AIX
  273. IBM Z:
  274. * added optimized BLAS 1/2 functions
  275. MIPS:
  276. * fixed cpu autodetection helper code
  277. * added mips32 1004K cpu (Mediatek MT7621 and similar SoC)
  278. * added mips64 I6500 cpu
  279. ====================================================================
  280. Version 0.2.20
  281. 24-Jul-2017
  282. common:
  283. * Improved CMake support
  284. * Fixed several thread race and locking bugs
  285. * Fixed default LAPACK optimization level
  286. * Updated LAPACK to 3.7.0
  287. * Added ReLAPACK (https://github.com/HPAC/ReLAPACK, make BUILD_RELAPACK=1)
  288. POWER:
  289. * Optimizations for Power9
  290. * Fixed several Power8 assembly bugs
  291. ARM:
  292. * New optimized Vulcan and ThunderX2T99 targets
  293. * Support for ARMV7 SOFT_FP ABI (make ARM_SOFTFP_ABI=1)
  294. * Detect all cpu cores including offline ones
  295. * Fix compilation with CLANG
  296. * Support building a shared library for Android
  297. MIPS:
  298. * Fixed several threading issues
  299. * Fix compilation with CLANG
  300. x86_64:
  301. * Detect Intel Bay Trail and Apollo Lake
  302. * Detect Intel Sky Lake and Kaby Lake
  303. * Detect Intel Knights Landing
  304. * Detect AMD A8, A10, A12 and Ryzen
  305. * Support 64bit builds with Visual Studio
  306. * Fix building with Intel and PGI compilers
  307. * Fix building with MINGW and TDM-GCC
  308. * Fix cmake builds for Haswell and related cpus
  309. * Fix building for Sandybridge with CLANG 3.9
  310. * Add support for the FLANG compiler
  311. IBM Z:
  312. * New target z13 with BLAS3 optimizations
  313. ====================================================================
  314. Version 0.2.19
  315. 1-Sep-2016
  316. common:
  317. * Improved cross compiling.
  318. * Fix the bug on musl libc.
  319. POWER:
  320. * Optimize BLAS on Power8
  321. * Fixed Julia+OpenBLAS bugs on Power8
  322. MIPS:
  323. * Optimize BLAS on MIPS P5600 and I6400 (Thanks, Shivraj Patil, Kaustubh Raste)
  324. ARM:
  325. * Improved on ARM Cortex-A57. (Thanks, Ashwin Sekhar T K)
  326. ====================================================================
  327. Version 0.2.18
  328. 12-Apr-2016
  329. common:
  330. * If you set MAKE_NB_JOBS flag less or equal than zero,
  331. make will be without -j.
  332. x86/x86_64:
  333. * Support building Visual Studio static library. (#813, Thanks, theoractice)
  334. * Fix bugs to pass buidbot CI tests (http://build.openblas.net)
  335. ARM:
  336. * Provide DGEMM 8x4 kernel for Cortex-A57 (Thanks, Ashwin Sekhar T K)
  337. POWER:
  338. * Optimize S and C BLAS3 on Power8
  339. * Optimize BLAS2/1 on Power8
  340. ====================================================================
  341. Version 0.2.17
  342. 20-Mar-2016
  343. common:
  344. * Enable BUILD_LAPACK_DEPRECATED=1 by default.
  345. ====================================================================
  346. Version 0.2.16
  347. 15-Mar-2016
  348. common:
  349. * Avoid potential getenv segfault. (#716)
  350. * Import LAPACK svn bugfix #142-#147,#150-#155
  351. x86/x86_64:
  352. * Optimize c/zgemv for AMD Bulldozer, Piledriver, Steamroller
  353. * Fix bug with scipy linalg test.
  354. ARM:
  355. * Improve DGEMM for ARM Cortex-A57. (Thanks, Ashwin Sekhar T K)
  356. POWER:
  357. * Optimize D and Z BLAS3 functions for Power8.
  358. ====================================================================
  359. Version 0.2.16.rc1
  360. 23-Feb-2016
  361. common:
  362. * Upgrade LAPACK to 3.6.0 version.
  363. Add BUILD_LAPACK_DEPRECATED option in Makefile.rule to build
  364. LAPACK deprecated functions.
  365. * Add MAKE_NB_JOBS option in Makefile.
  366. Force number of make jobs.This is particularly
  367. useful when using distcc. (#735. Thanks, Jerome Robert.)
  368. * Redesign unit test. Run unit/regression test at every build (Travis-CI and Appveyor).
  369. * Disable multi-threading for small size swap and ger. (#744. Thanks, Jerome Robert)
  370. * Improve small zger, zgemv, ztrmv using stack alloction (#727. Thanks, Jerome Robert)
  371. * Let openblas_get_num_threads return the number of active threads.
  372. (#760. Thanks, Jerome Robert)
  373. * Support illumos(OmniOS). (#749. Thanks, Lauri Tirkkonen)
  374. * Fix LAPACK Dormbr, Dormlq bug. (#711, #713. Thanks, Brendan Tracey)
  375. * Update scipy benchmark script. (#745. Thanks, John Kirkham)
  376. x86/x86_64:
  377. * Optimize trsm kernels for AMD Bulldozer, Piledriver, Steamroller.
  378. * Detect Intel Avoton.
  379. * Detect AMD Trinity, Richland, E2-3200.
  380. * Fix gemv performance bug on Mac OSX Intel Haswell.
  381. * Fix some bugs with CMake and Visual Studio
  382. ARM:
  383. * Support and optimize Cortex-A57 AArch64.
  384. (#686. Thanks, Ashwin Sekhar TK)
  385. * Fix Android build on ARMV7 (#778. Thanks, Paul Mustiere)
  386. * Update ARMV6 kernels.
  387. POWER:
  388. * Fix detection of POWER architecture
  389. (#684. Thanks, Sebastien Villemot)
  390. ====================================================================
  391. Version 0.2.15
  392. 27-Oct-2015
  393. common:
  394. * Support cmake on x86/x86-64. Natively compiling on MS Visual Studio.
  395. (experimental. Thank Hank Anderson for the initial cmake porting work.)
  396. On Linux and Mac OSX, OpenBLAS cmake supports assembly kernels.
  397. e.g. cmake .
  398. make
  399. make test (Optional)
  400. On Windows MS Visual Studio, OpenBLAS cmake only support C kernels.
  401. (OpenBLAS uses AT&T style assembly, which is not supported by MSVC.)
  402. e.g. cmake -G "Visual Studio 12 Win64" .
  403. Open OpenBLAS.sln and build.
  404. * Enable MAX_STACK_ALLOC flags by default.
  405. Improve ger and gemv for small matrices.
  406. * Improve gemv parallel with small m and large n case.
  407. * Improve ?imatcopy when lda==ldb (#633. Thanks, Martin Koehler)
  408. * Add vecLib benchmarks (#565. Thanks, Andreas Noack.)
  409. * Fix LAPACK lantr for row major matrices (#634. Thanks, Dan Kortschak)
  410. * Fix LAPACKE lansy (#640. Thanks, Dan Kortschak)
  411. * Import bug fixes for LAPACKE s/dormlq, c/zunmlq
  412. * Raise the signal when pthread_create fails (#668. Thanks, James K. Lowden)
  413. * Remove g77 from compiler list.
  414. * Enable AppVeyor Windows CI.
  415. x86/x86-64:
  416. * Support pure C generic kernels for x86/x86-64.
  417. * Support Intel Boardwell and Skylake by Haswell kernels.
  418. * Support AMD Excavator by Steamroller kernels.
  419. * Optimize s/d/c/zdot for Intel SandyBridge and Haswell.
  420. * Optimize s/d/c/zdot for AMD Piledriver and Steamroller.
  421. * Optimize s/d/c/zapxy for Intel SandyBridge and Haswell.
  422. * Optimize s/d/c/zapxy for AMD Piledriver and Steamroller.
  423. * Optimize d/c/zscal for Intel Haswell, dscal for Intel SandyBridge.
  424. * Optimize d/c/zscal for AMD Bulldozer, Piledriver and Steamroller.
  425. * Optimize s/dger for Intel SandyBridge.
  426. * Optimize s/dsymv for Intel SandyBridge.
  427. * Optimize ssymv for Intel Haswell.
  428. * Optimize dgemv for Intel Nehalem and Haswell.
  429. * Optimize dtrmm for Intel Haswell.
  430. ARM:
  431. * Support Android NDK armeabi-v7a-hard ABI (-mfloat-abi=hard)
  432. e.g. make HOSTCC=gcc CC=arm-linux-androideabi-gcc NO_LAPACK=1 TARGET=ARMV7
  433. * Fix lock, rpcc bugs (#616, #617. Thanks, Grazvydas Ignotas)
  434. POWER:
  435. * Support ppc64le platform (ELF ABI v2. #612. Thanks, Matthew Brandyberry.)
  436. * Support POWER7/8 by POWER6 kernels. (#612. Thanks, Fábio Perez.)
  437. ====================================================================
  438. Version 0.2.14
  439. 24-Mar-2015
  440. common:
  441. * Improve OpenBLASConfig.cmake. (#474, #475. Thanks, xantares.)
  442. * Improve ger and gemv for small matrices by stack allocation.
  443. e.g. make -DMAX_STACK_ALLOC=2048 (#482. Thanks, Jerome Robert.)
  444. * Introduce openblas_get_num_threads and openblas_get_num_procs.
  445. (#497. Thanks, Erik Schnetter.)
  446. * Add ATLAS-style ?geadd function. (#509. Thanks, Martin Köhler.)
  447. * Fix c/zsyr bug with negative incx. (#492.)
  448. * Fix race condition during shutdown causing a crash in
  449. gotoblas_set_affinity(). (#508. Thanks, Ton van den Heuvel.)
  450. x86/x86-64:
  451. * Support AMD Streamroller.
  452. ARM:
  453. * Add Cortex-A9 and Cortex-A15 targets.
  454. ====================================================================
  455. Version 0.2.13
  456. 3-Dec-2014
  457. common:
  458. * Add SYMBOLPREFIX and SYMBOLSUFFIX makefile options
  459. for adding a prefix or suffix to all exported symbol names
  460. in the shared library.(#459, Thanks Tony Kelman)
  461. * Provide OpenBLASConfig.cmake at installation.
  462. * Fix Fortran compiler detection on FreeBSD.
  463. (#470, Thanks Mike Nolta)
  464. x86/x86-64:
  465. * Add generic kernel files for x86-64. make TARGET=GENERIC
  466. * Fix a bug of sgemm kernel on Intel Sandy Bridge.
  467. * Fix c_check bug on some amd64 systems. (#471, Thanks Mike Nolta)
  468. ARM:
  469. * Support APM's X-Gene 1 AArch64 processors.
  470. Optimize trmm and sgemm. (#465, Thanks Dave Nuechterlein)
  471. ====================================================================
  472. Version 0.2.12
  473. 13-Oct-2014
  474. common:
  475. * Added CBLAS interface for ?omatcopy and ?imatcopy.
  476. * Enable ?gemm3m functions.
  477. * Added benchmark for ?gemm3m.
  478. * Optimized multithreading lower limits.
  479. * Disabled SYMM3M and HEMM3M functions
  480. because of segment violations.
  481. x86/x86-64:
  482. * Improved axpy and symv performance on AMD Bulldozer.
  483. * Improved gemv performance on modern Intel and AMD CPUs.
  484. ====================================================================
  485. Version 0.2.11
  486. 18-Aug-2014
  487. common:
  488. * Added some benchmark codes.
  489. * Fix link error on Linux/musl.(Thanks Isaac Dunham)
  490. x86/x86-64:
  491. * Improved s/c/zgemm performance for Intel Haswell.
  492. * Improved s/d/c/zgemv performance.
  493. * Support the big numa machine.(EXPERIMENT)
  494. ARM:
  495. * Fix detection when cpuinfo uses "Processor". (Thanks Isaiah)
  496. ====================================================================
  497. Version 0.2.10
  498. 16-Jul-2014
  499. common:
  500. * Added BLAS extensions as following.
  501. s/d/c/zaxpby, s/d/c/zimatcopy, s/d/c/zomatcopy.
  502. * Added OPENBLAS_CORETYPE environment for dynamic_arch. (a86d34)
  503. * Added NO_AVX2 flag for old binutils. (#401)
  504. * Support outputting the CPU corename on runtime.(#407)
  505. * Patched LAPACK to fix bug 114, 117, 118.
  506. (http://www.netlib.org/lapack/bug_list.html)
  507. * Disabled ?gemm3m for a work-around fix. (#400)
  508. x86/x86-64:
  509. * Fixed lots of bugs for optimized kernels on sandybridge,Haswell,
  510. bulldozer, and piledriver.
  511. https://github.com/xianyi/OpenBLAS/wiki/Fixed-optimized-kernels-To-do-List
  512. ARM:
  513. * Improved LAPACK testing.
  514. ====================================================================
  515. Version 0.2.9
  516. 10-Jun-2014
  517. common:
  518. * Improved the result for LAPACK testing. (#372)
  519. * Installed DLL to prefix/bin instead of prefix/lib. (#366)
  520. * Build import library on Windows.(#374)
  521. x86/x86-64:
  522. * To improve LAPACK testing, we fallback some kernels. (#372)
  523. https://github.com/xianyi/OpenBLAS/wiki/Fixed-optimized-kernels-To-do-List
  524. ====================================================================
  525. Version 0.2.9.rc2
  526. 06-Mar-2014
  527. common:
  528. * Added OPENBLAS_VERBOSE environment variable.(#338)
  529. * Make OpenBLAS thread-pool resilient to fork via pthread_atfork.
  530. (#294, Thank Olivier Grisel)
  531. * Rewrote rotmg
  532. * Fixed sdsdot bug.
  533. x86/x86-64:
  534. * Detect Intel Haswell for new Macbook.
  535. ====================================================================
  536. Version 0.2.9.rc1
  537. 13-Jan-2013
  538. common:
  539. * Update LAPACK to 3.5.0 version
  540. * Fixed compatible issues with Clang and Pathscale compilers.
  541. x86/x86-64:
  542. * Optimization on Intel Haswell.
  543. * Enable optimization kernels on AMD Bulldozer and Piledriver.
  544. ARM:
  545. * Support ARMv6 and ARMv7 ISA.
  546. * Optimization on ARM Cortex-A9.
  547. ====================================================================
  548. Version 0.2.8
  549. 01-Aug-2013
  550. common:
  551. * Support Open64 5.0. (#266)
  552. * Add executable stack markings. (#262, Thank Sébastien Fabbro)
  553. * Respect user's LDFLAGS (Thank Sébastien Fabbro)
  554. x86/x86-64:
  555. * Rollback bulldozer and piledriver kernels to barcelona kernels (#263)
  556. We will fix the compuational error bug in bulldozer and piledriver kernels.
  557. ====================================================================
  558. Version 0.2.7
  559. 20-Jul-2013
  560. common:
  561. * Support LSB (Linux Standard Base) 4.1.
  562. e.g. make CC=lsbcc
  563. * Include LAPACK 3.4.2 source codes to the repo.
  564. Avoid downloading at compile time.
  565. * Add NO_PARALLEL_MAKE flag to disable parallel make.
  566. * Create openblas_get_parallel to retrieve information which
  567. parallelization model is used by OpenBLAS. (Thank grisuthedragon)
  568. * Detect LLVM/Clang compiler. The default compiler is Clang on Mac OS X.
  569. * Change LIBSUFFIX from .lib to .a on windows.
  570. * A work-around for dtrti_U single thread bug. Replace it with LAPACK codes. (#191)
  571. x86/x86-64:
  572. * Optimize c/zgemm, trsm, dgemv_n, ddot, daxpy, dcopy on
  573. AMD Bulldozer. (Thank Werner Saar)
  574. * Add Intel Haswell support (using Sandybridge optimizations).
  575. (Thank Dan Luu)
  576. * Add AMD Piledriver support (using Bulldozer optimizations).
  577. * Fix the computational error in zgemm avx kernel on
  578. Sandybridge. (#237)
  579. * Fix the overflow bug in gemv.
  580. * Fix the overflow bug in multi-threaded BLAS3, getrf when NUM_THREADS
  581. is very large.(#214, #221, #246).
  582. MIPS64:
  583. * Support loongcc (Open64 based) compiler for ICT Loongson 3A/B.
  584. Power:
  585. * Support Power7 by old Power6 kernels. (#220)
  586. ====================================================================
  587. Version 0.2.6
  588. 2-Mar-2013
  589. common:
  590. * Improved OpenMP performance slightly. (d744c9)
  591. * Improved cblas.h compatibility with Intel MKL.(#185)
  592. * Fixed the overflowing bug in single thread cholesky factorization.
  593. * Fixed the overflowing buffer bug of multithreading hbmv and sbmv.(#174)
  594. x86/x86-64:
  595. * Added AMD Bulldozer x86-64 S/DGEMM AVX kernels. (Thank Werner Saar)
  596. We will tune the performance in future.
  597. * Auto-detect Intel Xeon E7540.
  598. * Fixed the overflowing buffer bug of gemv. (#173)
  599. * Fixed the bug of s/cdot about invalid reading NAN on x86_64. (#189)
  600. MIPS64:
  601. ====================================================================
  602. Version 0.2.5
  603. 26-Nov-2012
  604. common:
  605. * Added NO_SHARED flag to disable generating the shared library.
  606. * Compile LAPACKE with ILP64 model when INTERFACE64=1 (#158)
  607. * Export LAPACK 3.4.2 symbols in shared library. (#147)
  608. * Only detect the number of physical CPU cores on Mac OSX. (#157)
  609. * Fixed NetBSD build. (#155)
  610. * Fixed compilation with TARGET=GENERIC. (#160)
  611. x86/x86-64:
  612. * Restore the original CPU affinity when calling
  613. openblas_set_num_threads(1) (#153)
  614. * Fixed a SEGFAULT bug in dgemv_t when m is very large.(#154)
  615. MIPS64:
  616. ====================================================================
  617. Version 0.2.4
  618. 8-Oct-2012
  619. common:
  620. * Upgraded LAPACK to 3.4.2 version. (#145)
  621. * Provided support for passing CFLAGS, FFLAGS, PFLAGS,
  622. FPFLAGS to make. (#137)
  623. * f77blas.h:compatibility for compilers without C99 complex
  624. number support. (#141)
  625. x86/x86-64:
  626. * Added NO_AVX flag. Check OS supporting AVX on runtime. (#139)
  627. * Fixed zdot incompatibility ABI issue with GCC 4.7 on
  628. Windows 32-bit. (#140)
  629. MIPS64:
  630. * Fixed the generation of shared library bug.
  631. * Fixed the detection bug on the Loongson 3A server.
  632. ====================================================================
  633. Version 0.2.3
  634. 20-Aug-2012
  635. common:
  636. * Fixed LAPACK unstable bug about ?laswp. (#130)
  637. * Fixed the shared library bug about unloading the library on
  638. Linux (#132).
  639. * Fixed the compilation failure on BlueGene/P (TARGET=PPC440FP2)
  640. Please use gcc and IBM xlf. (#134)
  641. x86/x86-64:
  642. * Supported goto_set_num_threads and openblas_set_num_threads
  643. APIs in Windows. They can set the number of threads on runtime.
  644. ====================================================================
  645. Version 0.2.2
  646. 6-July-2012
  647. common:
  648. * Fixed exporting DLL functions bug on Windows/MingW
  649. * Support GNU Hurd (Thank Sylvestre Ledru)
  650. * Support kfreebsd kernel (Thank Sylvestre Ledru)
  651. x86/x86-64:
  652. * Support Intel Sandy Bridge 22nm desktop/mobile CPU
  653. SPARC:
  654. * Improve the detection of SPARC (Thank Sylvestre Ledru)
  655. ====================================================================
  656. Version 0.2.1
  657. 30-Jun-2012
  658. common:
  659. x86/x86-64:
  660. * Fixed the SEGFAULT bug about hyper-theading
  661. * Support AMD Bulldozer by using GotoBLAS2 AMD Barcelona codes
  662. ====================================================================
  663. Version 0.2.0
  664. 26-Jun-2012
  665. common:
  666. * Removed the limitation (64) of numbers of CPU cores.
  667. Now, it supports 256 cores at max.
  668. * Supported clang compiler.
  669. * Fixed some build bugs on FreeBSD
  670. x86/x86-64:
  671. * Optimized Level-3 BLAS on Intel Sandy Bridge x86-64 by AVX instructions.
  672. Please use gcc >= 4.6 or clang >=3.1.
  673. * Support AMD Bobcat by using GotoBLAS2 AMD Barcelona codes.
  674. ====================================================================
  675. Version 0.1.1
  676. 29-Apr-2012
  677. common:
  678. * Upgraded LAPACK to 3.4.1 version. (Thank Zaheer Chothia)
  679. * Supported LAPACKE, a C interface to LAPACKE. (Thank Zaheer Chothia)
  680. * Fixed the build bug (MD5 and download) on Mac OSX.
  681. * Auto download CUnit 2.1.2-2 from SF.net with UTEST_CHECK=1.
  682. * Fxied the compatibility issue for compilers without C99 complex number
  683. (e.g. Visual Studio)
  684. x86/x86_64:
  685. * Auto-detect Intel Sandy Bridge Core i7-3xxx & Xeon E7 Westmere-EX.
  686. * Test alpha=Nan in dscale.
  687. * Fixed a SEGFAULT bug in samax on x86 windows.
  688. ====================================================================
  689. Version 0.1.0
  690. 23-Mar-2012
  691. common:
  692. * Set soname of shared library on Linux.
  693. * Added LIBNAMESUFFIX flag in Makefile.rule. The user can use
  694. this flag to control the library name, e.g. libopenblas.a,
  695. libopenblas_ifort.a or libopenblas_omp.a.
  696. * Added GEMM_MULTITHREAD_THRESHOLD flag in Makefile.rule.
  697. The lib use single thread in GEMM function with small matrices.
  698. x86/x86_64:
  699. * Used GEMV SSE/SSE2 kernels on x86 32-bit.
  700. * Exported CBLAS functions in Windows DLL.
  701. MIPS64:
  702. * Completed Level-3 BLAS optimization on Loongson 3A CPU.
  703. * Improved GEMV performance on Loongson 3A CPU.
  704. * Improved Level-3 BLAS performance on Loongson 3B CPU. (EXPERIMENT)
  705. ====================================================================
  706. Version 0.1 alpha2.5
  707. 19-Feb-2012
  708. common:
  709. * Fixed missing "#include <sched.h>" bug on Mac OS X.
  710. Thank Mike Nolta for the patch.
  711. * Upgraded LAPACK to 3.4.0 version
  712. * Fixed a bug on Mac OS X. Don't require SystemStubs on OS X.
  713. SystemStubs does not exist on Lion. Thank Stefan Karpinski.
  714. * Improved README with using OpenMP. Check the internal threads
  715. count less than or equal to omp_get_max_threads()
  716. x86/x86_64:
  717. * Auto-detect Intel Core i6/i7 (Sandy Bridge) CPU with Nehalem assembly kernels
  718. * Fixed some bugs on MingW 64-bit including zgemv, cdot, zdot.
  719. ====================================================================
  720. Version 0.1 alpha2.4
  721. 18-Sep-2011
  722. common:
  723. * Fixed a bug about installation. The header file "fblas77.h"
  724. works fine now.
  725. * Fixed #61 a building bug about setting TARGET and DYNAMIC_ARCH.
  726. * Try to handle absolute path of shared library in OSX. (#57)
  727. Thank Dr Kane O'Donnell.
  728. * Changed the installation folder layout to $(PREFIX)/include and
  729. $(PREFIX)/lib
  730. x86/x86_64:
  731. * Fixed #58 zdot/xdot SEGFAULT bug with GCC-4.6 on x86. According
  732. to i386 calling convention, The callee should remove the first
  733. hidden parameter.Thank Mr. John for this patch.
  734. ====================================================================
  735. Version 0.1 alpha2.3
  736. 5-Sep-2011
  737. x86/x86_64:
  738. * Added DTB_ENTRIES into dynamic arch setting parameters. Now,
  739. it can read DTB_ENTRIES on runtime. (Refs issue #55 on github)
  740. ====================================================================
  741. Version 0.1 alpha2.2
  742. 14-Jul-2011
  743. common:
  744. * Fixed a building bug when DYNAMIC_ARCH=1 & INTERFACE64=1.
  745. (Refs issue #44 on github)
  746. ====================================================================
  747. Version 0.1 alpha2.1
  748. 28-Jun-2011
  749. common:
  750. * Stop the build and output the error message when detecting
  751. fortran compiler failed. (Refs issue #42 on github)
  752. ====================================================================
  753. Version 0.1 alpha2
  754. 23-Jun-2011
  755. common:
  756. * Fixed blasint undefined bug in <cblas.h> file. Other software
  757. could include this header successfully(Refs issue #13 on github)
  758. * Fixed the SEGFAULT bug on 64 cores. On SMP server, the number
  759. of CPUs or cores should be less than or equal to 64.(Refs issue #14
  760. on github)
  761. * Support "void goto_set_num_threads(int num_threads)" and "void
  762. openblas_set_num_threads(int num_threads)" when USE_OPENMP=1
  763. * Added extern "C" to support C++. Thank Tasio for the patch(Refs
  764. issue #21 on github)
  765. * Provided an error message when the arch is not supported.(Refs
  766. issue #19 on github)
  767. * Fixed issue #23. Fixed a bug of f_check script about generating link flags.
  768. * Added openblas_set_num_threads for Fortran.
  769. * Fixed #25 a wrong result of rotmg.
  770. * Fixed a bug about detecting underscore prefix in c_check.
  771. * Print the wall time (cycles) with enabling FUNCTION_PROFILE
  772. * Fixed #35 a build bug with NO_LAPACK=1 & DYNAMIC_ARCH=1
  773. * Added install target. You can use "make install". (Refs #20)
  774. x86/x86_64:
  775. * Fixed #28 a wrong result of dsdot on x86_64.
  776. * Fixed #32 a SEGFAULT bug of zdotc with gcc-4.6.
  777. * Fixed #33 ztrmm bug on Nehalem.
  778. * Work-around #27 the low performance axpy issue with small input size & multithreads.
  779. MIPS64:
  780. * Fixed #28 a wrong result of dsdot on Loongson3A/MIPS64.
  781. * Optimized single/double precision BLAS Level3 on Loongson3A/MIPS64. (Refs #2)
  782. * Optimized single/double precision axpy function on Loongson3A/MIPS64. (Refs #3)
  783. ====================================================================
  784. Version 0.1 alpha1
  785. 20-Mar-2011
  786. common:
  787. * Support "make NO_LAPACK=1" to build the library without
  788. LAPACK functions.
  789. * Fixed randomly SEGFAULT when nodemask==NULL with above Linux 2.6.34.
  790. Thank Mr.Ei-ji Nakama providing this patch. (Refs issue #12 on github)
  791. * Added DEBUG=1 rule in Makefile.rule to build debug version.
  792. * Disable compiling quad precision in reference BLAS library(netlib BLAS).
  793. * Added unit testcases in utest/ subdir. Used CUnit framework.
  794. * Supported OPENBLAS_* & GOTO_* environment variables (Pleas see README)
  795. * Imported GotoBLAS2 1.13 BSD version
  796. x86/x86_64:
  797. * On x86 32bits, fixed a bug in zdot_sse2.S line 191. This would cause
  798. zdotu & zdotc failures. Instead, work-around it. (Refs issue #8 #9 on github)
  799. * Modified ?axpy functions to return same netlib BLAS results
  800. when incx==0 or incy==0 (Refs issue #7 on github)
  801. * Modified ?swap functions to return same netlib BLAS results
  802. when incx==0 or incy==0 (Refs issue #6 on github)
  803. * Modified ?rot functions to return same netlib BLAS results
  804. when incx==0 or incy==0 (Refs issue #4 on github)
  805. * Detect Intel Westmere,Intel Clarkdale and Intel Arrandale
  806. to use Nehalem codes.
  807. * Fixed a typo bug about compiling dynamic ARCH library.
  808. MIPS64:
  809. * Improve daxpy performance on ICT Loongson 3A.
  810. * Supported ICT Loongson 3A CPU (Refs issue #1 on github)
  811. ====================================================================