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Changelog.txt 56 kB

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