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190 Commits
Author SHA1 Message Date
conrad 5fe5a0303a patch bump 2025-08-25 20:21:06 +10:00
conrad 58d012deaf better wording 2025-07-12 18:46:57 +10:00
conrad f459f8c05b fix 2025-07-12 11:19:26 +10:00
conrad f1e256cdc2 cleanup 2025-07-07 15:43:29 +10:00
conrad 9f9bc041a0 cleanup wordiing 2025-07-04 19:37:49 +10:00
conrad 5ab05fc6a1 fix 2025-06-30 12:42:43 +10:00
conrad 2c15e54506 fix 2025-06-12 12:07:00 +10:00
conrad 8ab2cf9589 patch bump 2025-05-21 15:14:53 +10:00
conrad 90f305d153 take into account possible inf and nan 2025-05-21 10:20:08 +10:00
conrad 4ddb01bfd7 restore previous attributes due to false positives in gcc 14.2 2025-05-20 13:46:33 +10:00
conrad c4ffcac263 remove no longer needed typedef 2025-05-20 13:40:59 +10:00
conrad 83a38cc999 fix comment 2025-05-20 13:02:35 +10:00
conrad 5a80708b4a optimisation for empty matrices 2025-05-20 12:46:37 +10:00
conrad 365af48910 take into account possible inf and nan 2025-05-20 12:33:58 +10:00
conrad 4a2cdf78e0 take into account possible inf and nan 2025-05-20 01:15:25 +10:00
conrad e3f0ff95b9 minor layout fix 2025-05-19 12:49:25 +10:00
conrad 8cb64ddc3d fix handling of corner-cases with nan and inf 2025-05-19 12:40:55 +10:00
conrad fa1cc1925e improve short summary for shift() 2025-05-18 16:24:52 +10:00
conrad 25f6093cef conditionally undefine ARMA_IGNORE_DEPRECATED_MARKER 2025-05-15 13:33:25 +10:00
conrad 5d93b06328 better wording 2025-05-14 13:18:02 +10:00
conrad 210936459e use .is_finite() 2025-05-13 16:20:20 +10:00
conrad c36c50476a add DOI 2025-05-12 23:31:03 +10:00
conrad ef46b50c0c deprecate stand-alone is_finite() 2025-05-07 12:56:51 +10:00
conrad 4d9a82294a issue compile time warning for unused outputs 2025-05-02 14:14:07 +10:00
conrad 0ccf188ecd use std:: prefix 2025-04-26 00:29:02 +10:00
conrad caf55b8129 patch bump 2025-04-25 23:59:11 +10:00
conrad 70ad84b6fc update pdf 2025-04-25 23:57:15 +10:00
conrad 413197f906 remove old papers 2025-04-25 23:55:18 +10:00
conrad 75a08f29d9 workaround for bugs in clang 20.1 2025-04-24 15:18:05 +10:00
conrad 10b1286069 refactor to use superlu::int_t 2025-04-23 16:27:05 +10:00
conrad ff07666ca1 fix layout 2025-04-23 14:48:20 +10:00
conrad f745a4fd64 embed icon image into html 2025-04-23 14:45:53 +10:00
conrad e4dbea66f2 update paper links 2025-04-23 14:30:42 +10:00
conrad c51a929a95 better wording 2025-04-23 14:28:26 +10:00
conrad 9384470685 better wording 2025-04-23 14:27:27 +10:00
conrad df8c66b33d bump min version of CMake 2025-04-23 14:26:51 +10:00
conrad 38db8d899e add compile time warning 2025-04-23 14:08:11 +10:00
conrad 08bcbadd40 add compile time warning 2025-04-23 14:05:24 +10:00
conrad f7d5691c0c add support for superlu 7.0 2025-04-23 13:38:59 +10:00
conrad c22443e423 rename 2025-04-23 13:33:39 +10:00
conrad 92a91a20d7 fix speed regression for inv of tiny matrices 2025-04-23 13:31:13 +10:00
conrad c4a99aae01 add trace reduction 2025-04-23 13:25:35 +10:00
conrad b613bdb306 fix calculation of s 2025-04-23 13:24:40 +10:00
conrad f77f5c3d0f simplifications 2025-04-11 11:50:11 +10:00
conrad 4e64c2e1b4 improve docs for element access via better ordering 2025-04-07 14:42:42 +10:00
conrad 2456f676ec various spelling fixes 2025-03-25 23:17:48 +10:00
conrad 55560bbdf5 spelling fixes 2025-03-25 21:02:03 +10:00
conrad 6e880d8174 patch bump 2025-03-25 16:31:24 +10:00
conrad 0945718ee7 update pdf 2025-03-25 16:27:19 +10:00
conrad cc20c82f81 rename pdf 2025-03-25 16:26:39 +10:00
conrad 12259d14c4 add mutex around fftw plan teardown 2025-03-20 22:54:43 +08:00
conrad 993fe423df better wording 2025-03-19 23:52:25 +10:00
conrad 91970b89ff better wording 2025-03-19 14:14:06 +10:00
conrad 5bcbfc2494 improve docs for vecnorm() 2025-03-19 14:03:51 +10:00
conrad 64204ba71e minor simplifications 2025-03-18 19:58:20 +10:00
conrad efbb9ed899 update citation details 2025-03-17 15:31:46 +10:00
conrad 79d8be32a4 update citation details 2025-03-10 15:31:46 +10:00
conrad e5e59aad06 better wording 2025-03-10 12:49:05 +10:00
conrad 18836f6f54 minor fixes 2025-02-26 17:16:27 +10:00
conrad 12134220c6 add debug statements 2025-02-20 11:38:58 +10:00
conrad 54c8a6bce9 minor version bump 2025-02-17 14:23:00 +10:00
conrad 597779ad8e remove commented out code 2025-02-17 14:03:24 +10:00
conrad c7e0735820 mark as RC2 2025-02-15 15:20:49 +10:00
conrad 0a175fb070 comment out problematic workarounds 2025-02-15 11:56:07 +10:00
conrad 1ee1a6ea2d remove problematic workaround 2025-02-15 11:49:54 +10:00
conrad cb5686067d minor speedup 2025-02-14 14:47:06 +10:00
conrad 5d92b91916 faster handling of sum(square(X)) 2025-02-14 14:40:31 +10:00
conrad dca21aa5f1 optimisation for spglue_schur 2025-02-14 14:32:11 +10:00
conrad fce2e450b8 allow use of blas::dot() 2025-02-14 14:12:24 +10:00
conrad 28139a6da3 mark as RC1 2025-02-13 23:29:27 +10:00
conrad 5c45d78bba workaroudns for old user code 2025-02-13 22:45:47 +10:00
conrad 0446d2eed8 minor layout fix 2025-02-13 22:45:12 +10:00
conrad 3f0e62abfa workaround for old user code 2025-02-12 11:14:43 +10:00
conrad da80bc561f fix types 2025-02-12 10:04:02 +10:00
conrad 5a845df84b fix type 2025-02-12 09:46:43 +10:00
conrad c6219667df link to local PDF 2025-02-12 09:46:18 +10:00
conrad 90b529091f add arxiv pre-print 2025-02-11 13:08:36 +10:00
conrad dc1ede314e update citation 2025-02-10 15:34:37 +10:00
conrad fcd466d213 update copyright year 2025-02-10 15:29:46 +10:00
conrad 8ac6a694f0 update list of changes 2025-02-10 15:00:36 +10:00
conrad 9e6bda097d pre-calculate abs(cx) for faster sorting of complex matrices 2025-02-10 14:44:19 +10:00
conrad 0bea1b2f4d simplify comment 2025-02-10 12:03:26 +10:00
conrad 08a15ab6d2 simplifications 2025-02-07 15:44:24 +10:00
conrad 8f76c2f5a7 use temporary matrix to explicitly avoid aliasing 2025-02-07 15:32:51 +10:00
conrad eea1835183 specialised handling for pow(x,0.5) 2025-02-07 12:07:38 +10:00
conrad 8e02066f52 better wording 2025-02-07 11:51:28 +10:00
conrad cc5d113370 reinterpret pow(x,0.5) as sqrt(x) 2025-02-07 11:32:05 +10:00
conrad 8903fd84a5 restore selective use_mp for pow() 2025-02-07 11:15:52 +10:00
conrad 08d3312192 reinterpret pow(x,0.5) as sqrt(x) 2025-02-07 11:06:51 +10:00
conrad 9944415e12 minor fix 2025-02-06 14:44:15 +10:00
conrad beb4ee0e39 remove unused variable 2025-02-06 14:44:00 +10:00
conrad 4ab6a53ab5 minor layout fix 2025-02-06 14:40:31 +10:00
conrad 99b11428df use std:: prefix 2025-02-05 16:34:40 +10:00
conrad 955abfeeab refactor to avoid using union 2025-02-05 16:24:14 +10:00
conrad e5b1d0bd70 replace weird typedefs with C++11 type aliases 2025-02-05 13:01:33 +10:00
conrad b70e88d8ad minor fix 2025-02-04 13:40:24 +10:00
conrad e7ecee425f remove checking for matrix mul chains 2025-02-03 14:55:59 +10:00
conrad 7004caa4b4 handle more corner cases 2025-02-03 14:41:16 +10:00
conrad 22bbf2ad79 better debug message 2025-02-03 14:10:20 +10:00
conrad 73294812c3 rename unwrap variables 2025-02-03 13:22:42 +10:00
conrad 52b372f7f0 remove partial_unwrap_check 2025-02-03 13:15:07 +10:00
conrad 1f61355864 refactor to use partial_unwrap 2025-02-03 13:11:24 +10:00
conrad 95ac9ebde7 refactor to use partial_unwrap 2025-02-03 12:56:34 +10:00
conrad b244199997 print internal flags 2025-02-03 11:23:40 +10:00
conrad c689776db2 preserve more type information 2025-02-02 23:52:17 +10:00
conrad 37ca4fe05c update list of changes 2025-02-02 11:22:44 +10:00
conrad 4a299aa8ec update list of changes 2025-01-28 14:28:05 +10:00
conrad e0162f0a84 take into account use_mp flag 2025-01-28 14:24:53 +10:00
conrad cb9c78a9e3 faster handling of square() and pow(x,2) 2025-01-28 12:25:17 +10:00
conrad de479975af simplifications 2025-01-28 11:05:11 +10:00
conrad d57ad2a29a optimisation for spop_square 2025-01-27 22:47:34 +10:00
conrad 42a35f8cc3 optimisation for eop_square 2025-01-27 20:36:51 +10:00
conrad a75737fef7 use quasi_unwrap earlier 2025-01-27 00:10:13 +10:00
conrad 426ce1372a directly avoid Proxy if possible 2025-01-25 22:29:44 +10:00
conrad bce19ebcbd directly avoid Proxy if possible 2025-01-25 22:00:08 +10:00
conrad 59477c0dbc restore previous version 2025-01-24 13:08:05 +10:00
conrad bec851861b harmonise to use proxy_type 2025-01-24 11:43:39 +10:00
conrad 4e2f157604 reinterpret pow(x,2) as square(x) 2025-01-24 10:56:07 +10:00
conrad 2b513d3136 add TODO 2025-01-23 18:09:05 +10:00
conrad efac5b3148 reinterpret pow(x,2) as square(x) 2025-01-23 17:11:42 +10:00
conrad daa5deedf3 explicitly handle another corner case 2025-01-22 23:50:27 +10:00
conrad e658f0db17 restore old option for now 2025-01-22 23:23:02 +10:00
conrad bcee6924b7 update list of changes 2025-01-20 14:14:37 +10:00
conrad 089d2b965d unwrap if openmp can be used 2025-01-20 00:15:23 +10:00
conrad ee9f42faff simplifications 2025-01-19 23:41:41 +10:00
conrad 92f4bd5a24 simplifications 2025-01-19 23:01:35 +10:00
conrad 25383133c8 avoid using the proxy if we have direct memory access 2025-01-19 22:47:16 +10:00
conrad bde6942425 update list of changes 2025-01-19 00:17:26 +10:00
conrad b9461be144 faster handling of single submatirx columns 2025-01-18 23:58:31 +10:00
conrad c83caaa0da more efficient handling of expressions 2025-01-18 23:56:57 +10:00
conrad 0ec6b425e6 avoid using the proxy if we have direct memory access 2025-01-18 23:16:11 +10:00
conrad 785bfcb086 avoid using the proxy if we have direct memory access 2025-01-18 23:03:49 +10:00
conrad bb515b8a1f simplifications 2025-01-17 21:33:16 +10:00
conrad cb57dc3815 generate zeros quickly for non-complex inputs 2025-01-17 21:24:45 +10:00
conrad f474274d92 preserve type information 2025-01-17 21:19:04 +10:00
conrad 1629b41828 add warning 2025-01-17 14:08:13 +10:00
conrad 20afeff672 fix 2025-01-17 14:07:55 +10:00
conrad 78694113e3 cleanup 2025-01-17 13:41:00 +10:00
conrad acd2a5fcad optimisations for common cases 2025-01-17 13:37:58 +10:00
conrad 32fd3716fe optimisations for common cases 2025-01-17 13:33:13 +10:00
conrad 64de62450d exploit known dimensions 2025-01-17 13:13:12 +10:00
conrad 81e7d78488 don't fill with zeros as the memory will be immediately overwritten 2025-01-17 13:05:54 +10:00
conrad b8c402b663 avoid copying memory if possible 2025-01-17 13:01:07 +10:00
conrad 328f0fe573 exploit known dimensions 2025-01-17 12:51:38 +10:00
conrad 27db1972be fix for cornercase interaction with .slice() 2025-01-17 12:32:21 +10:00
conrad b0fe0d3cff simplifications 2025-01-17 12:23:08 +10:00
conrad 522cfdce58 fix 2025-01-16 16:34:06 +10:00
conrad dbf64f011c explicitly check for allowed transformations instead of implicit via n_elem 2025-01-16 16:29:13 +10:00
conrad f90249082c simplification 2025-01-16 16:14:14 +10:00
conrad 3b5fb76081 update list of changes 2025-01-16 16:04:47 +10:00
conrad af912a6177 fix 2025-01-16 15:59:42 +10:00
conrad 803c589b17 expand field class with initial implementations of .reshape() and .resize() 2025-01-16 15:50:59 +10:00
conrad 5eb6b5b5fc fix comments 2025-01-12 23:13:12 +10:00
conrad db71a4affb simplifications 2025-01-12 22:57:53 +10:00
conrad 0936110fbc update list of changes 2025-01-09 14:54:02 +10:00
conrad f905ee4b4a reinterpret pow(x,2) as square(x) 2025-01-09 14:39:11 +10:00
conrad 7ff62d22b0 simplifications 2025-01-09 14:30:55 +10:00
conrad c004318b0f fix 2025-01-09 14:25:20 +10:00
conrad 3632831126 reinterpret pow(x,2) as square(x) 2025-01-09 14:24:14 +10:00
conrad ebc6f94fcb simplification 2025-01-09 14:18:42 +10:00
conrad b4ede23c5c reinterpret pow(x,2) as square(x) 2025-01-09 14:17:15 +10:00
conrad feca3eae7f fix 2025-01-09 12:50:41 +10:00
conrad 0a76ab431b remove support for ARMA_IGNORE_DEPRECATED_MARKER 2025-01-02 15:09:00 +10:00
conrad 24b059344e new section for list of changes 2025-01-02 13:11:14 +10:00
conrad ceaa020a33 better layout for sinc() 2025-01-02 13:07:25 +10:00
conrad f9e308b2fd improve docs for toeplitz() 2025-01-02 00:02:21 +10:00
conrad 153c1363ea simplify docs for toeplitz() 2025-01-01 23:28:01 +10:00
conrad 316c7e4abf simplification; alias checks not required 2024-12-25 00:22:08 +10:00
conrad 469cb91a74 reduce stack usage by reducing unnecessary alignment markers 2024-12-18 14:08:42 +10:00
conrad 77cc3e9287 fix prototypes for xSYCON and xHECON 2024-12-17 12:17:02 +10:00
conrad e037bd9a5e reduce bloat 2024-12-16 13:58:00 +10:00
conrad 7138865c14 add note 2024-12-10 12:05:52 +10:00
conrad 8f94af0afb explicitly qualify inherited variables and functions 2024-12-04 12:24:44 +10:00
conrad dfdbae2570 explicitly qualify inherited variables and functions 2024-12-04 12:16:50 +10:00
conrad 11e69548f2 preserve vector type information 2024-12-03 16:25:38 +10:00
conrad 6f6cc83862 fix 2024-12-03 16:19:52 +10:00
conrad 0d2c5de574 preserve vector type information 2024-12-02 22:44:30 +10:00
conrad 07e5b6d1d6 avoid clashes with C++20 std::span 2024-12-02 16:23:54 +10:00
conrad df8741c86b explicitly qualify inherited variables and functions 2024-12-02 16:13:48 +10:00
conrad ffb9ef3c52 more selective detection of symmetric/hermitian matrices 2024-11-28 16:15:56 +11:00
conrad b87cc838a3 more selective detection of symmetric/hermitian matrices 2024-11-27 11:56:43 +11:00
conrad 9273614f58 fix 2024-11-24 17:12:41 +10:00
conrad cdedada64a revert 2024-11-23 16:40:29 +10:00
conrad b7cf2fd503 remove functions from Mat that are present in Base 2024-11-23 13:49:04 +10:00
conrad b3329329a7 expand deprecation warnings with messages 2024-11-23 00:42:36 +10:00
conrad 20bb9d8bcb ensure the first index of extremum value is found 2024-11-22 12:17:20 +10:00
conrad 6ecbed3813 remove unused code 2024-11-20 17:41:01 +10:00
conrad 123dd0108d use partial_unwrap instead of partial_unwrap_check 2024-11-20 17:26:49 +10:00
conrad 79793a7a97 mark as unstable 2024-11-20 12:27:28 +10:00
conrad a2c8b74a35 add TODOs 2024-11-20 11:45:56 +10:00
133 changed files with 2794 additions and 2785 deletions
+13 -12
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@@ -16,23 +16,24 @@
# ------------------------------------------------------------------------
## NOTE: This installation script by default generates a runtime wrapper library,
## NOTE: This installation script generates a runtime wrapper library by default,
## NOTE: which links with OpenBLAS, LAPACK, etc.
## NOTE:
## NOTE: If you prefer to link your programs directly with OpenBLAS, LAPACK, etc
## NOTE: there are two options:
## NOTE:
## NOTE: (1) use the HEADER_ONLY option when running this installation script,
## NOTE: or
## NOTE: (2) do not use this installation script, and instead compile your programs
## NOTE: using the include folder directly obtained from the armadillo archive.
## NOTE: (2) do not use this installation script; instead compile your programs
## NOTE: using the include folder directly obtained from the armadillo archive.
## NOTE:
## NOTE: To forcefully disable use of the runtime wrapper library,
## NOTE: compile your programs with ARMA_DONT_USE_WRAPPER enabled.
## NOTE: For example:
## NOTE: Example:
## NOTE: g++ prog.cpp -o prog -O2 -I /home/user/armadillo-14.0.0/include -DARMA_DONT_USE_WRAPPER -lopenblas -llapack
## NOTE:
## NOTE: The above command line assumes that you have unpacked the armadillo archive into /home/user/
## NOTE: This needs to be adjusted for newer versions of Armadillo (ie. change "14.0.0"),
## NOTE: The above assumes that the armadillo archive is unpacked into /home/user/
## NOTE: Adjust for newer versions of Armadillo (change "14.0.0"),
## NOTE: and/or if the armadillo archive has been unpacked into a different folder.
## NOTE:
## NOTE: Replace -lopenblas with -lblas if you don't have OpenBLAS.
@@ -40,7 +41,7 @@
## NOTE: More details: https://arma.sourceforge.net/faq.html
cmake_minimum_required(VERSION 3.5 FATAL_ERROR)
cmake_minimum_required(VERSION 3.5...3.10 FATAL_ERROR)
if(POLICY CMP0025)
# enable differentiation between vanilla Clang and AppleClang
@@ -73,7 +74,7 @@ set(ARMA_USE_LAPACK false)
set(ARMA_USE_BLAS false)
set(ARMA_USE_ATLAS false)
set(ARMA_USE_ARPACK false)
set(ARMA_USE_SUPERLU false) # Caveat: only SuperLU version 5.x can be used!
set(ARMA_USE_SUPERLU false)
# extract version from sources
@@ -144,7 +145,7 @@ endif()
if(NOT APPLE)
if(CMAKE_INSTALL_PREFIX_INITIALIZED_TO_DEFAULT)
message(STATUS "")
message(STATUS "*** CMAKE_INSTALL_PREFIX was initalised by cmake to the default value of ${CMAKE_INSTALL_PREFIX}")
message(STATUS "*** CMAKE_INSTALL_PREFIX was initialised by cmake to the default value of ${CMAKE_INSTALL_PREFIX}")
message(STATUS "*** CMAKE_INSTALL_PREFIX changed to /usr")
set(CMAKE_INSTALL_PREFIX "/usr" CACHE PATH "Standard install prefix" FORCE)
endif()
@@ -469,7 +470,7 @@ if(ARPACK_FOUND)
set(ARMA_LIBS ${ARMA_LIBS} ${ARPACK_LIBRARY})
endif()
include(ARMA_FindSuperLU5)
include(ARMA_FindSuperLU)
message(STATUS "SuperLU_FOUND = ${SuperLU_FOUND}")
if(SuperLU_FOUND)
@@ -618,7 +619,7 @@ install(TARGETS armadillo EXPORT ArmadilloLibraryDepends
if(BUILD_SMOKE_TEST)
if(HEADER_ONLY)
## TODO: update to link smoke_test with ARMA_LIBS when HEADER_ONLY option is enabled
message(STATUS "*** building smoke_test not suported when HEADER_ONLY enabled")
message(STATUS "*** building smoke_test not supported when HEADER_ONLY enabled")
else()
message(STATUS "*** configuring smoke_test")
enable_testing()
@@ -631,7 +632,7 @@ endif()
## TODO: update armadillo.pc.in to link with ARMA_LIBS when HEADER_ONLY option is enabled
if(HEADER_ONLY)
message(STATUS "*** generating pkgconfig files not suported when HEADER_ONLY enabled")
message(STATUS "*** generating pkgconfig files not supported when HEADER_ONLY enabled")
else()
message(STATUS "*** copying ${PROJECT_SOURCE_DIR}/misc/ to ${PROJECT_BINARY_DIR}/tmp/misc/")
file(COPY ${PROJECT_SOURCE_DIR}/misc/ DESTINATION ${PROJECT_BINARY_DIR}/tmp/misc/)
+2 -2
View File
@@ -1,7 +1,7 @@
Armadillo C++ Linear Algebra Library
Copyright 2008-2024 Conrad Sanderson (https://conradsanderson.id.au)
Copyright 2008-2025 Conrad Sanderson (https://conradsanderson.id.au)
Copyright 2008-2016 National ICT Australia (NICTA)
Copyright 2017-2024 Data61 / CSIRO
Copyright 2017-2025 Data61 / CSIRO
This product includes software developed by Conrad Sanderson (https://conradsanderson.id.au)
This product includes software developed at National ICT Australia (NICTA)
+7 -7
View File
@@ -1,9 +1,9 @@
### Armadillo: C++ Library for Linear Algebra & Scientific Computing
https://arma.sourceforge.net
Copyright 2008-2024 Conrad Sanderson (https://conradsanderson.id.au)
Copyright 2008-2025 Conrad Sanderson (https://conradsanderson.id.au)
Copyright 2008-2016 National ICT Australia (NICTA)
Copyright 2017-2024 Data61 / CSIRO
Copyright 2017-2025 Data61 / CSIRO
---
@@ -78,8 +78,8 @@ Please cite the following papers if you use Armadillo in your research and/or so
Citations are useful for the continued development and maintenance of the library.
* Conrad Sanderson and Ryan Curtin.
Armadillo: a template-based C++ library for linear algebra.
Journal of Open Source Software, Vol. 1, No. 2, pp. 26, 2016.
Armadillo: An Efficient Framework for Numerical Linear Algebra.
International Conference on Computer and Automation Engineering, 2025.
* Conrad Sanderson and Ryan Curtin.
Practical Sparse Matrices in C++ with Hybrid Storage and Template-Based Expression Optimisation.
@@ -129,8 +129,8 @@ On Windows systems, the MinGW toolset or Visual Studio C++ 2019 (MSVC) can be us
Caveats on the use of SuperLU:
- SuperLU must be available as a shared library
- Only the following SuperLU versions are supported: 5.2.x, 5.3.x, 6.0.x
- SuperLU 6.0.x must be compiled with default integer size (32 bits)
- Only the following SuperLU versions are supported: 5.2.x, 5.3.x, 6.0.x, 7.0.x
- SuperLU 6.0.x and 7.0.x must be compiled with default integer size (32 bits)
---
@@ -369,7 +369,7 @@ Comment out the line containing:
Use of the C++11 `auto` keyword is not recommended with Armadillo objects and expressions.
Armadillo has a template meta-programming framework which creates lots of short lived temporaries
Armadillo has a template meta-programming framework which creates short-lived temporaries
that are not properly handled by `auto`.
---
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@@ -0,0 +1,97 @@
# Try to find suitable version of SuperLU
# Once done, this will define
#
# SuperLU_FOUND - system has SuperLU
# SuperLU_LIBRARY - Link this to use SuperLU
# SuperLU_INCLUDE_DIR - directory of SuperLU headers
find_path(SuperLU_INCLUDE_DIR slu_ddefs.h
PATHS ${CMAKE_SYSTEM_INCLUDE_PATH} /usr/include /usr/local/include /opt/local/include
PATH_SUFFIXES superlu SuperLU ""
)
find_library(SuperLU_LIBRARY
NAMES superlu
PATHS ${CMAKE_SYSTEM_LIBRARY_PATH} /usr/lib64 /usr/lib /usr/local/lib64 /usr/local/lib /opt/local/lib64 /opt/local/lib
)
set(SuperLU_FOUND NO)
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Looking for suitable version of SuperLU")
endif()
if(SuperLU_LIBRARY AND SuperLU_INCLUDE_DIR)
# determine if this is a suitable version of SuperLU
if(EXISTS "${SuperLU_INCLUDE_DIR}/slu_ddefs.h")
file(READ "${SuperLU_INCLUDE_DIR}/slu_ddefs.h" _slu_HEADER_CONTENTS)
string(REGEX REPLACE ".*version ([0-9]).*" "\\1" SLU_VERSION_MAJOR "${_slu_HEADER_CONTENTS}")
if("${SLU_VERSION_MAJOR}" EQUAL "7")
set(SuperLU_FOUND YES)
endif()
if("${SLU_VERSION_MAJOR}" EQUAL "6")
set(SuperLU_FOUND YES)
endif()
if("${SLU_VERSION_MAJOR}" EQUAL "5")
set(SuperLU_FOUND YES)
endif()
if("${SLU_VERSION_MAJOR}" EQUAL "4")
# NOTE: SLU_VERSION_MAJOR = 4 is not 100% reliable, as the version string in slu_ddefs.h wasn't updated in SuperLU 5.0, 5.1, 5.2
# NOTE: We need to explicitly check the prototype of dgssvx() to determine whether this is version 4 or 5.
string(FIND "${_slu_HEADER_CONTENTS}" "dgssvx" _slu_dgssvx_start)
if("${_slu_dgssvx_start}" GREATER 0)
string(SUBSTRING "${_slu_HEADER_CONTENTS}" ${_slu_dgssvx_start} -1 _slu_dgssvx_tmp)
string(FIND "${_slu_dgssvx_tmp}" ";" _slu_dgssvx_len)
string(SUBSTRING "${_slu_HEADER_CONTENTS}" ${_slu_dgssvx_start} ${_slu_dgssvx_len} _slu_dgssvx_proto)
string(FIND "${_slu_dgssvx_proto}" "GlobalLU_t" _slu_dgssvx_check)
if("${_slu_dgssvx_check}" EQUAL -1)
# in version 4, dgssvx() doesn't have a GlobalLU_t argument
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Found SuperLU 4, which is insufficient")
endif()
else()
set(SuperLU_FOUND YES)
endif()
endif()
endif()
else()
message(STATUS "Could not read ${SuperLU_INCLUDE_DIR}/slu_ddefs.h to verify suitable version")
endif()
endif()
if(SuperLU_LIBRARY AND NOT SuperLU_INCLUDE_DIR)
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Incomplete installation of SuperLU: no SuperLU headers found")
endif()
endif()
if(NOT SuperLU_FOUND)
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Could not find suitable version of SuperLU")
endif()
else()
message(STATUS "Found SuperLU library: ${SuperLU_LIBRARY}")
endif()
-90
View File
@@ -1,90 +0,0 @@
# Try to find SuperLU 5.x
# Once done, this will define
#
# SuperLU_FOUND - system has SuperLU
# SuperLU_LIBRARY - Link this to use SuperLU
# SuperLU_INCLUDE_DIR - directory of SuperLU headers
find_path(SuperLU_INCLUDE_DIR slu_ddefs.h
PATHS ${CMAKE_SYSTEM_INCLUDE_PATH} /usr/include /usr/local/include /opt/local/include
PATH_SUFFIXES superlu SuperLU ""
)
find_library(SuperLU_LIBRARY
NAMES superlu
PATHS ${CMAKE_SYSTEM_LIBRARY_PATH} /usr/lib64 /usr/lib /usr/local/lib64 /usr/local/lib /opt/local/lib64 /opt/local/lib
)
set(SuperLU_FOUND NO)
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Looking for SuperLU version 5")
endif()
if(SuperLU_LIBRARY AND SuperLU_INCLUDE_DIR)
# Now determine if the version is version 5.
# This voodoo is required as SuperLU developers like to keep things messy.
if(EXISTS "${SuperLU_INCLUDE_DIR}/slu_ddefs.h")
file(READ "${SuperLU_INCLUDE_DIR}/slu_ddefs.h" _slu_HEADER_CONTENTS)
string(REGEX REPLACE ".*version ([0-9]).*" "\\1" SLU_VERSION_MAJOR "${_slu_HEADER_CONTENTS}")
if("${SLU_VERSION_MAJOR}" EQUAL "5")
set(SuperLU_FOUND YES)
else()
if("${SLU_VERSION_MAJOR}" EQUAL "4")
# NOTE: SLU_VERSION_MAJOR = 4 is not 100% reliable, as the version string in slu_ddefs.h wasn't updated in SuperLU 5.0, 5.1, 5.2
# NOTE: We need to explicitly check the prototype of dgssvx() to determine whether this is version 4 or 5.
string(FIND "${_slu_HEADER_CONTENTS}" "dgssvx" _slu_dgssvx_start)
if("${_slu_dgssvx_start}" GREATER 0)
string(SUBSTRING "${_slu_HEADER_CONTENTS}" ${_slu_dgssvx_start} -1 _slu_dgssvx_tmp)
string(FIND "${_slu_dgssvx_tmp}" ";" _slu_dgssvx_len)
string(SUBSTRING "${_slu_HEADER_CONTENTS}" ${_slu_dgssvx_start} ${_slu_dgssvx_len} _slu_dgssvx_proto)
string(FIND "${_slu_dgssvx_proto}" "GlobalLU_t" _slu_dgssvx_check)
if("${_slu_dgssvx_check}" EQUAL -1)
# in version 4, dgssvx() doesn't have a GlobalLU_t argument
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Found SuperLU, but it doesn't appear to be version 5")
endif()
else()
set(SuperLU_FOUND YES)
endif()
endif()
else()
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Found SuperLU version ${SLU_VERSION_MAJOR}, but version 5 is required")
endif()
endif()
endif()
else()
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Found SuperLU and headers, but could not verify version 5")
endif()
endif()
endif()
if(SuperLU_LIBRARY AND NOT SuperLU_INCLUDE_DIR)
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Incomplete installation of SuperLU: no SuperLU headers found")
endif()
endif()
if(NOT SuperLU_FOUND)
if(NOT SuperLU_FIND_QUIETLY)
message(STATUS "Could not find SuperLU")
endif()
else()
message(STATUS "Found SuperLU: ${SuperLU_LIBRARY}")
endif()
+100 -75
View File
@@ -20,7 +20,7 @@ limitations under the License.
<head>
<meta content="text/html;charset=ISO-8859-1" http-equiv="Content-Type">
<title>Armadillo: API Documentation</title>
<link rel="icon" href="armadillo_icon.png" type="image/png">
<link rel="icon" type="image/png" href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAAAXNSR0IArs4c6QAAAAlwSFlzAAALEwAACxMBAJqcGAAAARpJREFUOMtjYMABzFuiGYE4BohPA/FvIP6Phv8CMTcuzVxAvAGqeTYQT0HCd6AG3MSlmRWIdwNxLhY5MyC+ADVgLS4DyqAK2NDEBaAuiobKt+Ay4CZUgQRaeKwCYj8gTofKR+My4CNUQSSSWCYQT4ay+6HyprgMOADEs4BYFso3AOITQMwB5W+HGsCPMxCR2LxAfA6INZHE7gHxGwZCAOrvFUDcCsQqUKwFxP+A+CQxBpRgSTwwvIKQZm8gfgbEVkCsgYRToQZ049NsBtVshEUuA2pAAYpfoTQzEEcB8QsgtsdheA/UgFhkwV1AfBuIPwDxOyC2xeO6jVAD5kBd6gQS/AbEX4F4JRDLEwgbUHp4CsRboLETzkApAADMF8+Pl3d18QAAAABJRU5ErkJggg==">
<style type="text/css">
<!--
body
@@ -150,7 +150,7 @@ hr.greyline
<a class="noprint" style="display:scroll; position:fixed; bottom:5px; right:5px;" href="#top"><font size=-1>[top]</font></a>
<a name="top"></a>
<big><b>API Documentation for Armadillo 14.2</b></big>
<big><b>API Documentation for Armadillo 14.4</b></big>
<br>
<br>
<br>
@@ -197,8 +197,8 @@ Citations are useful for the continued development and maintenance of the librar
<br>
<br>
Conrad Sanderson and Ryan Curtin.
<br><i><a href="armadillo_joss_2016.pdf">Armadillo: a template-based C++ library for linear algebra</a></i>.
<br>Journal of Open Source Software, Vol.&thinsp;1, No.&thinsp;2, pp.&thinsp;26, 2016.
<br><i><a href="armadillo_iccae_2025.pdf">Armadillo: An Efficient Framework for Numerical Linear Algebra</a></i>.
<br>International Conference on Computer and Automation Engineering, 2025.
<br>
<br>
<!--
@@ -434,7 +434,7 @@ Conrad Sanderson and Ryan Curtin.
<tr style="background-color: #F5F5F5;"><td><a href="#resize">resize</a></td><td>&nbsp;</td><td>change size while keeping elements and preserving layout</td></tr>
<tr style="background-color: #F5F5F5;"><td><a href="#reverse">reverse</a></td><td>&nbsp;</td><td>reverse order of elements</td></tr>
<tr><td><a href="#roots">roots</a></td><td>&nbsp;</td><td>roots of polynomial</td></tr>
<tr><td><a href="#shift">shift</a></td><td>&nbsp;</td><td>shift elements</td></tr>
<tr><td><a href="#shift">shift</a></td><td>&nbsp;</td><td>circular shift of elements</td></tr>
<tr><td><a href="#shuffle">shuffle</a></td><td>&nbsp;</td><td>randomly shuffle elements</td></tr>
<tr style="background-color: #F5F5F5;"><td><a href="#size">size</a></td><td>&nbsp;</td><td>obtain dimensions of given object</td></tr>
<tr style="background-color: #F5F5F5;"><td><a href="#sort">sort</a></td><td>&nbsp;</td><td>sort elements</td></tr>
@@ -604,7 +604,7 @@ The root matrix class is <b>Mat&lt;</b><i>type</i><b>&gt;</b>, where <i>type</i>
</li>
<br>
<li>
For convenience the following typedefs have been defined:
For convenience, the following typedefs are defined:
<ul>
<table style="text-align: left;" border="0" cellpadding="2" cellspacing="2">
<tbody>
@@ -918,7 +918,7 @@ and inherits most of the member functions
</li>
<br>
<li>
For convenience the following typedefs have been defined:
For convenience, the following typedefs are defined:
<ul>
<table style="text-align: left;" border="0" cellpadding="2" cellspacing="2">
<tbody>
@@ -1217,7 +1217,7 @@ and inherits most of the member functions
</li>
<br>
<li>
For convenience the following typedefs have been defined:
For convenience, the following typedefs are defined:
<ul>
<table style="text-align: left;" border="0" cellpadding="2" cellspacing="2">
<tbody>
@@ -1475,7 +1475,7 @@ The root cube class is <b>Cube&lt;</b><i>type</i><b>&gt;</b>, where <i>type</i>
</li>
<br>
<li>
For convenience the following typedefs have been defined:
For convenience, the following typedefs are defined:
<ul>
<table style="text-align: left;" border="0" cellpadding="2" cellspacing="2">
<tbody>
@@ -1821,7 +1821,7 @@ The root sparse matrix class is <b>SpMat&lt;</b><i>type</i><b>&gt;</b>, where <i
</li>
<br>
<li>
For convenience the following typedefs have been defined:
For convenience, the following typedefs are defined:
<ul>
<table style="text-align: left;" border="0" cellpadding="2" cellspacing="2">
<tbody>
@@ -2266,10 +2266,8 @@ umat ZZ = (AA >= BB);
See also:
<ul>
<li><a href="#approx_equal">approx_equal()</a></li>
<li><a href="#pow">pow()</a></li>
<li><a href="#any">any()</a></li>
<li><a href="#all">all()</a></li>
<li><a href="#affmul">affmul()</a></li>
<li><a href="#accu">accu()</a></li>
<li><a href="#as_scalar">as_scalar()</a></li>
<li><a href="#find">find()</a></li>
@@ -2423,21 +2421,6 @@ An exception is thrown if the requested element is out of bounds.
</tr>
<tr>
<td style="vertical-align: top;">
<code>.at(i)</code>&nbsp;&nbsp;or&nbsp;&nbsp;<code>[i]</code>&nbsp;
</td>
<td style="vertical-align: top;"><br>
</td>
<td style="vertical-align: top;">
As for <code>(i)</code>, but without a bounds check; not recommended; see the caveats below
</td>
</tr>
<tr>
<td>&nbsp;</td>
<td>&nbsp;</td>
<td>&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top;">
<code>(r,c)</code>
</td>
<td style="vertical-align: top;"><br>
@@ -2454,6 +2437,37 @@ An exception is thrown if the requested element is out of bounds.
</tr>
<tr>
<td style="vertical-align: top;">
<code>(r,c,s)</code>
</td>
<td style="vertical-align: top;"><br>
</td>
<td style="vertical-align: top;">
For <i>cube</i> and <i>3D field</i> classes, access the element/object stored at row <i>r</i>, column <i>c</i>, and slice <i>s</i>.
An exception is thrown if the requested element is out of bounds.
</td>
</tr>
<tr>
<td>&nbsp;</td>
<td>&nbsp;</td>
<td>&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top;">
<code>.at(i)</code>&nbsp;&nbsp;or&nbsp;&nbsp;<code>[i]</code>&nbsp;
</td>
<td style="vertical-align: top;"><br>
</td>
<td style="vertical-align: top;">
As for <code>(i)</code>, but without a bounds check; not recommended; see the caveats below
</td>
</tr>
<tr>
<td>&nbsp;</td>
<td>&nbsp;</td>
<td>&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top;">
<code>.at(r,c)</code>
</td>
<td style="vertical-align: top;"><br>
@@ -2471,22 +2485,6 @@ As for <code>(r,c)</code>, but without a bounds check; not recommended; see the
</tr>
<tr>
<td style="vertical-align: top;">
<code>(r,c,s)</code>
</td>
<td style="vertical-align: top;"><br>
</td>
<td style="vertical-align: top;">
For <i>cube</i> and <i>3D field</i> classes, access the element/object stored at row <i>r</i>, column <i>c</i>, and slice <i>s</i>.
An exception is thrown if the requested element is out of bounds.
</td>
</tr>
<tr>
<td>&nbsp;</td>
<td>&nbsp;</td>
<td>&nbsp;</td>
</tr>
<tr>
<td style="vertical-align: top;">
<code>.at(r,c,s)</code>
</td>
<td style="vertical-align: top;"><br>
@@ -2550,7 +2548,6 @@ double y = v(0);
<li><a href="#iterators_mat">iterators (dense matrices)</a></li>
<li><a href="#iterators_cube">iterators (cubes)</a></li>
<li><a href="#iterators_spmat">iterators (sparse matrices)</a></li>
<li><a href="#config_hpp">config.hpp</a></li>
</ul>
</li>
<br>
@@ -3410,7 +3407,7 @@ v.set_size(100); // or: vec v(100, fill::none);
<td style="vertical-align: top;"><br>
</td>
<td>&nbsp;</td>
<td style="vertical-align: top;">(member function of <i>Mat</i> and <i>SpMat</i>)
<td style="vertical-align: top;">(member function of <i>Mat</i>, <i>SpMat</i>, <i>field</i>)
</td>
</tr>
<tr>
@@ -3418,7 +3415,7 @@ v.set_size(100); // or: vec v(100, fill::none);
<td style="vertical-align: top;"><br>
</td>
<td>&nbsp;</td>
<td style="vertical-align: top;">(member function of <i>Cube</i>)
<td style="vertical-align: top;">(member function of <i>Cube</i>, <i>field</i>)
</td>
</tr>
<tr>
@@ -3426,7 +3423,7 @@ v.set_size(100); // or: vec v(100, fill::none);
<td style="vertical-align: top;"><br>
</td>
<td>&nbsp;</td>
<td style="vertical-align: top;">(member function of <i>Mat</i>, <i>Cube</i>, <i>SpMat</i>)
<td style="vertical-align: top;">(member function of <i>Mat</i>, <i>Cube</i>, <i>SpMat</i>, <i>field</i>)
</td>
</tr>
</tbody>
@@ -3512,7 +3509,7 @@ A.reshape(5,4);
<td style="vertical-align: top;"><br>
</td>
<td>&nbsp;</td>
<td style="vertical-align: top;">(member function of <i>Mat</i> and <i>SpMat</i>)
<td style="vertical-align: top;">(member function of <i>Mat</i>, <i>SpMat</i>, <i>field</i>)
</td>
</tr>
<tr>
@@ -3520,7 +3517,7 @@ A.reshape(5,4);
<td style="vertical-align: top;"><br>
</td>
<td>&nbsp;</td>
<td style="vertical-align: top;">(member function of <i>Cube</i>)
<td style="vertical-align: top;">(member function of <i>Cube</i>, <i>field</i>)
</td>
</tr>
<tr>
@@ -3528,7 +3525,7 @@ A.reshape(5,4);
<td style="vertical-align: top;"><br>
</td>
<td>&nbsp;</td>
<td style="vertical-align: top;">(member function of <i>Mat</i>, <i>Col</i>, <i>Row</i>, <i>Cube</i>, <i>SpMat</i>)
<td style="vertical-align: top;">(member function of <i>Mat</i>, <i>Col</i>, <i>Row</i>, <i>Cube</i>, <i>SpMat</i>, <i>field</i>)
</td>
</tr>
</tbody>
@@ -5856,10 +5853,10 @@ If the matrix expression appears to be singular, the output matrix is reset and
<b>Caveats:</b>
<ul>
<li>
if matrix <i>A</i> is know to be symmetric positive definite, <a href="#inv_sympd">inv_sympd()</a> is faster
if the given matrix is know to be symmetric positive definite, <a href="#inv_sympd">inv_sympd()</a> is faster
</li>
<li>
to solve a system of linear equations, such as <i>Z&nbsp;=&nbsp;inv(X)*Y</i>,
to solve a system of linear equations, such as <i>X&nbsp;=&nbsp;A.i()&thinsp;*&thinsp;B</i>,
<a href="#solve">solve()</a> can be faster and/or more accurate
</li>
</ul>
@@ -8210,18 +8207,13 @@ sp_mat A = sprandu&lt;sp_mat&gt;(100, 200, 0.1);
<a name="toeplitz"></a>
<b>toeplitz( A )</b>
<br><b>toeplitz( A, B )</b>
<br><b>circ_toeplitz( A )</b>
<ul>
<li>
toeplitz(): generate a Toeplitz matrix, with the first column specified by <i>A</i>, and (optionally) the first row specified by <i>B</i>
Generate a Toeplitz matrix, with the first column specified by vector <i>A</i>, and (optionally) the first row specified by vector <i>B</i>
</li>
<br>
<li>
circ_toeplitz(): generate a circulant Toeplitz matrix
</li>
<br>
<li>
A and B must be vectors
If argument <i>B</i> is omitted, the first row is assumed to be the same as the first column
</li>
<br>
<li>
@@ -8229,8 +8221,8 @@ Examples:
<ul>
<pre>
vec A(5, fill::randu);
mat X = toeplitz(A);
mat Y = circ_toeplitz(A);
</pre>
</ul>
</li>
@@ -8239,7 +8231,6 @@ mat Y = circ_toeplitz(A);
<ul>
<li><a href="https://mathworld.wolfram.com/ToeplitzMatrix.html">Toeplitz matrix in MathWorld</a></li>
<li><a href="https://en.wikipedia.org/wiki/Toeplitz_matrix">Toeplitz matrix in Wikipedia</a></li>
<li><a href="https://en.wikipedia.org/wiki/Circulant_matrix">Circulant matrix in Wikipedia</a></li>
</ul>
</li>
<br>
@@ -9272,7 +9263,7 @@ vec b = diff(a);
</li>
<br>
<li>
<b>Caveat:</b> <a href="#norm">norm()</a> is more robust for calculating the norm, as it handles underflows and overflows
<b>Caveat:</b> <a href="#norm">norm()</a> is preferred for calculating the 2-norm, as it reduces the incidence of numerical underflows and overflows
</li>
<br>
<li>
@@ -10606,15 +10597,15 @@ The argument <i>p</i> is optional; by default <i>p&thinsp;=&thinsp;2</i> is used
</li>
<br>
<li>
For vector norm with <i>p&thinsp;=&thinsp;2</i> and matrix norm with <i>p&thinsp;=&thinsp;"fro"</i>, a robust algorithm is used to reduce the likelihood of underflows and overflows
For vector norm with <i>p&thinsp;=&thinsp;2</i> and matrix norm with <i>p&thinsp;=&thinsp;"fro"</i>, a robust algorithm is used to reduce the incidence of numerical underflows and overflows
</li>
<br>
<li>
<b>Caveats:</b>
<ul>
<li>matrix 2-norm (spectral norm) is based on SVD, which is computationally intensive; a faster alternative is <a href="#norm2est">norm2est()</a></li>
<li>to obtain the vector norm of each row or column of a matrix, use <a href="#vecnorm">vecnorm()</a></li>
<li>to obtain the zero/Hamming pseudo-norm (number of non-zero elements), use this expression: <code><a href="#accu">accu</a>(X&nbsp;!=&nbsp;0)</code></li>
<li>matrix 2-norm (spectral norm) is based on SVD, which is computationally intensive; a faster alternative is <a href="#norm2est">norm2est()</a></li>
</ul>
</li>
<br>
@@ -11333,7 +11324,6 @@ See also:
<li><a href="#polyval">polyval()</a></li>
<li><a href="#polyfit">polyfit()</a></li>
<li><a href="#imag_real">real()</a></li>
<li><a href="#solve">solve()</a></li>
<li><a href="https://en.wikipedia.org/wiki/Zero_of_a_function">zero of a function in Wikipedia</a></li>
</ul>
</li>
@@ -12172,7 +12162,11 @@ mat Y = unique(X);
<br><b>vecnorm( X, p, dim )</b>
<ul>
<li>
Compute the <i>p</i>-norm of each column vector <i>(dim&thinsp;=&thinsp;0)</i> or row vector <i>(dim&thinsp;=&thinsp;1)</i> of matrix <i>X</i>
If <i>X</i> is a matrix, compute the <i>p</i>-norm of each column vector <i>(dim&thinsp;=&thinsp;0)</i> or row vector <i>(dim&thinsp;=&thinsp;1)</i>
</li>
<br>
<li>
If <i>X</i> is a vector and <i>dim</i> is not specified, the result is the same as <a href="#norm">norm()</a>
</li>
<br>
<li>
@@ -12611,7 +12605,7 @@ For single argument functions, <i>B = trig_fn(A)</i>, where <i>trig_fn</i> is ap
<i>tan</i>, <i>atan</i>, <i>tanh</i>, <i>atanh</i>
</li>
<li>
<i>sinc</i>, defined as sinc(x) = sin(&pi;x)&thinsp;/&thinsp;(&pi;x) for x&thinsp;&ne;&thinsp;0, and sinc(x)&thinsp;=&thinsp;1 for x&thinsp;=&thinsp;0
<i>sinc</i>, defined as sinc(x) = sin(&pi;&middot;x)&thinsp;/&thinsp;(&pi;&middot;x) for x&thinsp;&ne;&thinsp;0, and sinc(x)&thinsp;=&thinsp;1 for x&thinsp;=&thinsp;0
</li>
</ul>
</li>
@@ -13058,7 +13052,7 @@ Inverse of general square matrix <i>A</i>
<table>
<tbody>
<tr><td><code>inv_opts::no_ugly</code></td><td>&nbsp;&nbsp;&nbsp;</td><td>do not provide inverses for poorly conditioned matrices (where <i>rcond &lt; A.n_rows&thinsp;&middot;&thinsp;<a href="#constants">datum::eps</a></i>)</td></tr>
<tr><td><code>inv_opts::allow_approx</code></td><td>&nbsp;&nbsp;&nbsp;</td><td>allow approximate inverses for rank deficient or poorly conditioned matrices</td></tr>
<tr><td><code>inv_opts::allow_approx</code></td><td>&nbsp;&nbsp;&nbsp;</td><td>provide approximate inverses (similar to <a href="#pinv">pinv</a>) for rank deficient or poorly conditioned matrices</td></tr>
</tbody>
</table>
</li>
@@ -13089,7 +13083,7 @@ If <i>A</i> is not square sized, a <i>std::logic_error</i> exception is thrown
<li>if matrix <i>A</i> is know to be symmetric positive definite, <a href="#inv_sympd">inv_sympd()</a> is faster</li>
<li>if matrix <i>A</i> is know to be diagonal, use <i>inv(&thinsp;diagmat(A)&thinsp;)</i></li>
<li>if matrix <i>A</i> is know to be triangular, use <i>inv(&thinsp;trimatu(A)&thinsp;)</i> or <i>inv(&thinsp;trimatl(A)&thinsp;)</i></li>
<li>to solve a system of linear equations, such as <i>Z&thinsp;=&thinsp;inv(X)*Y</i>, <a href="#solve">solve()</a> can be faster and/or more accurate</li>
<li>to solve a system of linear equations, such as <i>Z&nbsp;=&nbsp;inv(X)&thinsp;*&thinsp;Y</i>, <a href="#solve">solve()</a> can be faster and/or more accurate</li>
</ul>
</li>
<br>
@@ -13153,7 +13147,7 @@ Inverse of symmetric/hermitian positive definite matrix <i>A</i>
<table>
<tbody>
<tr><td><code>inv_opts::no_ugly</code></td><td>&nbsp;&nbsp;&nbsp;</td><td>do not provide inverses for poorly conditioned matrices (where <i>rcond &lt; A.n_rows&thinsp;&middot;&thinsp;<a href="#constants">datum::eps</a></i>)</td></tr>
<tr><td><code>inv_opts::allow_approx</code></td><td>&nbsp;&nbsp;&nbsp;</td><td>allow approximate inverses for rank deficient or poorly conditioned symmetric matrices</td></tr>
<tr><td><code>inv_opts::allow_approx</code></td><td>&nbsp;&nbsp;&nbsp;</td><td>provide approximate inverses (similar to <a href="#pinv">pinv</a>) for rank deficient or poorly conditioned symmetric matrices</td></tr>
</tbody>
</table>
</li>
@@ -13184,7 +13178,7 @@ If <i>A</i> is not square sized, a <i>std::logic_error</i> exception is thrown
<br>
<li>
<b>Caveat:</b>
to solve a system of linear equations, such as <i>Z&nbsp;=&nbsp;inv(X)*Y</i>,
to solve a system of linear equations, such as <i>Z&nbsp;=&nbsp;inv_sympd(X)&thinsp;*&thinsp;Y</i>,
using <a href="#solve">solve()</a> can be faster and/or more accurate
</li>
<br>
@@ -13729,7 +13723,7 @@ See also:
<br><b>solve( X, A, B, settings )</b>
<ul>
<li>Solve a <b>dense</b> system of linear equations, <i>A*X = B</i>, where <i>X</i> is unknown;
similar functionality to the \ operator in Matlab/Octave, ie. <i>X&thinsp;=&thinsp;A&thinsp;\&thinsp;B</i>
similar functionality to the \ operator in Matlab/Octave, ie. <i>X&nbsp;=&nbsp;A&thinsp;\&thinsp;B</i>
</li>
<br>
<li><i>A</i> can be square sized (critically determined system), or non-square (under/over-determined system); <i>A</i> can be rank deficient
@@ -13841,7 +13835,6 @@ See also:
<li><a href="#inv">inv()</a></li>
<li><a href="#pinv">pinv()</a></li>
<li><a href="#rcond">rcond()</a></li>
<li><a href="#roots">roots()</a></li>
<li><a href="#syl">syl()</a></li>
<li><a href="#spsolve">spsolve()</a> - solve sparse system of linear equations</li>
<li><a href="https://mathworld.wolfram.com/LinearSystemofEquations.html">linear system of equations in MathWorld</a></li>
@@ -19726,6 +19719,28 @@ Use "long&nbsp;long" instead of "int" when calling BLAS and LAPACK functions; th
</tr>
<tr>
<td style="vertical-align: top;">
<code>ARMA_SUPERLU_64BIT_INT</code>
</td>
<td style="vertical-align: top;">
&nbsp;
</td>
<td style="vertical-align: top;">
Use "std::int64_t" instead of "int" when calling SuperLU functions
</td>
</tr>
<tr>
<td style="vertical-align: top;">
&nbsp;
</td>
<td style="vertical-align: top;">
&nbsp;
</td>
<td style="vertical-align: top;">
&nbsp;
</td>
</tr>
<tr>
<td style="vertical-align: top;">
<code>ARMA_USE_FORTRAN_HIDDEN_ARGS</code>
</td>
<td style="vertical-align: top;">
@@ -19851,7 +19866,6 @@ You may also need to enable one or more of the following options:
Use 64 bit integers for matrix and vector sizes.
Automatically enabled when using a 64-bit platform, except when using Armadillo in the R environment (via RcppArmadillo).
Useful if matrices/vectors capable of holding more than 4 billion elements are required.
<!-- Your machine and compiler must have support for 64 bit integers (eg. via "long" or "long&nbsp;long"). -->
This can also be enabled by adding <code>#define&nbsp;ARMA_64BIT_WORD</code> before each instance of <code>#include&nbsp;&lt;armadillo&gt;</code>.
<br>See also the <code>ARMA_BLAS_LONG_LONG</code> option.
</td>
@@ -20130,6 +20144,17 @@ List of additions and changes for each version:
<a name="version_144"></a>
<li>Version 14.4:
<ul>
<li>faster handling of <a href="#pow">pow()</a> and <a href="#misc_fns">square()</a> within <a href="#accu">accu()</a> and <a href="#sum">sum()</a> expressions</li>
<li>faster <a href="#sort">sort()</a> and <a href="#sort_index">sort_index()</a> for complex matrices</li>
<li>expanded the <a href="#field">field class</a> with <a href="#reshape_member">.reshape()</a> and <a href="#resize_member">.resize()</a> member functions</li>
<li>more efficient handling of compound expressions by <a href="#sum">sum()</a>, <a href="#reshape">reshape()</a>, <a href="#trans">trans()</a></li>
<li>better detection of vector expressions by <a href="#pow">pow()</a>, <a href="#imag_real">imag()</a>, <a href="#conj">conj()</a></li>
</ul>
</li>
<br>
<a name="version_142"></a>
<li>Version 14.2:
<ul>
@@ -21088,7 +21113,7 @@ the <i>uword</i> type then has a minimum width of 64 bits
<li>Version 2.2:
<ul>
<li>added <a href="#svd_econ">svd_econ()</a></li>
<li>added <a href="#toeplitz">circ_toeplitz()</a></li>
<!-- <li>added <a href="#toeplitz">circ_toeplitz()</a></li> -->
<li>added <a href="#is_vec">.is_colvec()</a> and <a href="#is_vec">.is_rowvec()</a></li>
</ul>
<br>
+3 -1
View File
@@ -1,7 +1,9 @@
#include <iostream>
#include <armadillo>
using namespace std;
using std::cout;
using std::endl;
using namespace arma;
// Armadillo documentation is available at:
+2 -2
View File
@@ -130,8 +130,8 @@ struct Base
arma_frown("use .index_min() instead") inline elem_type min(uword& index_of_min_val) const;
arma_frown("use .index_max() instead") inline elem_type max(uword& index_of_max_val) const;
arma_deprecated inline elem_type min(uword& row_of_min_val, uword& col_of_min_val) const;
arma_deprecated inline elem_type max(uword& row_of_max_val, uword& col_of_max_val) const;
arma_frown("use .index_min() with ind2sub() instead") inline elem_type min(uword& row_of_min_val, uword& col_of_min_val) const;
arma_frown("use .index_max() with ind2sub() instead") inline elem_type max(uword& row_of_max_val, uword& col_of_max_val) const;
arma_warn_unused inline uword index_min() const;
arma_warn_unused inline uword index_max() const;
+2
View File
@@ -187,6 +187,8 @@ class Col<eT>::fixed : public Col<eT>
{
private:
using Mat<eT>::mem_local;
static constexpr bool use_extra = (fixed_n_elem > arma_config::mat_prealloc);
arma_align_mem eT mem_local_extra[ (use_extra) ? fixed_n_elem : 1 ];
+5 -5
View File
@@ -1345,11 +1345,11 @@ Col<eT>::fixed<fixed_n_elem>::fixed(const fill::fill_class<fill_type>&)
{
arma_debug_sigprint_this(this);
if(is_same_type<fill_type, fill::fill_zeros>::yes) { (*this).zeros(); }
if(is_same_type<fill_type, fill::fill_ones >::yes) { (*this).ones(); }
if(is_same_type<fill_type, fill::fill_eye >::yes) { (*this).eye(); }
if(is_same_type<fill_type, fill::fill_randu>::yes) { (*this).randu(); }
if(is_same_type<fill_type, fill::fill_randn>::yes) { (*this).randn(); }
if(is_same_type<fill_type, fill::fill_zeros>::yes) { (*this).zeros(); }
if(is_same_type<fill_type, fill::fill_ones >::yes) { (*this).ones(); }
if(is_same_type<fill_type, fill::fill_eye >::yes) { Mat<eT>::eye(); }
if(is_same_type<fill_type, fill::fill_randu>::yes) { Mat<eT>::randu(); }
if(is_same_type<fill_type, fill::fill_randn>::yes) { Mat<eT>::randn(); }
}
+2 -2
View File
@@ -33,8 +33,8 @@ class CubeToMatOp : public Base< typename T1::elem_type, CubeToMatOp<T1, op_type
inline CubeToMatOp(const T1& in_m, const uword in_aux_uword);
inline ~CubeToMatOp();
arma_aligned const T1& m; //!< the operand; must be derived from BaseCube
arma_aligned uword aux_uword; //!< auxiliary data, uword format
const T1& m; //!< the operand; must be derived from BaseCube
uword aux_uword; //!< auxiliary data, uword format
template<typename eT2>
constexpr bool is_alias(const Mat<eT2>&) const { return false; }
+5 -2
View File
@@ -390,8 +390,8 @@ class Cube : public BaseCube< eT, Cube<eT> >
arma_frown("use .index_min() instead") inline eT min(uword& index_of_min_val) const;
arma_frown("use .index_max() instead") inline eT max(uword& index_of_max_val) const;
arma_deprecated inline eT min(uword& row_of_min_val, uword& col_of_min_val, uword& slice_of_min_val) const;
arma_deprecated inline eT max(uword& row_of_max_val, uword& col_of_max_val, uword& slice_of_max_val) const;
arma_frown("use .index_min() with ind2sub() instead") inline eT min(uword& row_of_min_val, uword& col_of_min_val, uword& slice_of_min_val) const;
arma_frown("use .index_max() with ind2sub() instead") inline eT max(uword& row_of_max_val, uword& col_of_max_val, uword& slice_of_max_val) const;
arma_cold inline bool save(const std::string name, const file_type type = arma_binary) const;
arma_cold inline bool save(const hdf5_name& spec, const file_type type = hdf5_binary) const;
@@ -485,6 +485,9 @@ class Cube<eT>::fixed : public Cube<eT>
{
private:
using Cube<eT>::mat_ptrs_local;
using Cube<eT>::mem_local;
static constexpr uword fixed_n_elem = fixed_n_rows * fixed_n_cols * fixed_n_slices;
static constexpr uword fixed_n_elem_slice = fixed_n_rows * fixed_n_cols;
+57 -9
View File
@@ -1019,7 +1019,7 @@ Cube<eT>::operator-=(const subview_cube<eT>& X)
//! in-place element-wise cube mutiplication (using a subcube on the right-hand-side)
//! in-place element-wise cube multiplication (using a subcube on the right-hand-side)
template<typename eT>
inline
Cube<eT>&
@@ -2868,6 +2868,14 @@ Cube<eT>::Cube(const eOpCube<T1, eop_type>& X)
init_cold();
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply(*this, reinterpret_cast< const eOpCube<T1, eop_square>& >(X)); return; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply(*this, reinterpret_cast< const eOpCube<T1, eop_sqrt >& >(X)); return; }
}
eop_type::apply(*this, X);
}
@@ -2890,6 +2898,14 @@ Cube<eT>::operator=(const eOpCube<T1, eop_type>& X)
init_warm(X.get_n_rows(), X.get_n_cols(), X.get_n_slices());
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply(*this, reinterpret_cast< const eOpCube<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply(*this, reinterpret_cast< const eOpCube<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply(*this, X);
return *this;
@@ -2912,6 +2928,14 @@ Cube<eT>::operator+=(const eOpCube<T1, eop_type>& X)
if(bad_alias) { const Cube<eT> tmp(X); return (*this).operator+=(tmp); }
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply_inplace_plus(*this, reinterpret_cast< const eOpCube<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply_inplace_plus(*this, reinterpret_cast< const eOpCube<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply_inplace_plus(*this, X);
return *this;
@@ -2934,6 +2958,14 @@ Cube<eT>::operator-=(const eOpCube<T1, eop_type>& X)
if(bad_alias) { const Cube<eT> tmp(X); return (*this).operator-=(tmp); }
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply_inplace_minus(*this, reinterpret_cast< const eOpCube<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply_inplace_minus(*this, reinterpret_cast< const eOpCube<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply_inplace_minus(*this, X);
return *this;
@@ -2956,6 +2988,14 @@ Cube<eT>::operator%=(const eOpCube<T1, eop_type>& X)
if(bad_alias) { const Cube<eT> tmp(X); return (*this).operator%=(tmp); }
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply_inplace_schur(*this, reinterpret_cast< const eOpCube<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply_inplace_schur(*this, reinterpret_cast< const eOpCube<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply_inplace_schur(*this, X);
return *this;
@@ -2978,6 +3018,14 @@ Cube<eT>::operator/=(const eOpCube<T1, eop_type>& X)
if(bad_alias) { const Cube<eT> tmp(X); return (*this).operator/=(tmp); }
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply_inplace_div(*this, reinterpret_cast< const eOpCube<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply_inplace_div(*this, reinterpret_cast< const eOpCube<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply_inplace_div(*this, X);
return *this;
@@ -3448,7 +3496,7 @@ Cube<eT>::at_alt(const uword i) const
//! linear element accessor (treats the cube as a vector); bounds checking not done when ARMA_NO_DEBUG is defined
//! linear element accessor (treats the cube as a vector); bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename eT>
arma_inline
eT&
@@ -3461,7 +3509,7 @@ Cube<eT>::operator() (const uword i)
//! linear element accessor (treats the cube as a vector); bounds checking not done when ARMA_NO_DEBUG is defined
//! linear element accessor (treats the cube as a vector); bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename eT>
arma_inline
const eT&
@@ -3517,7 +3565,7 @@ Cube<eT>::at(const uword i) const
//! element accessor; bounds checking not done when ARMA_NO_DEBUG is defined
//! element accessor; bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename eT>
arma_inline
eT&
@@ -3537,7 +3585,7 @@ Cube<eT>::operator() (const uword in_row, const uword in_col, const uword in_sli
//! element accessor; bounds checking not done when ARMA_NO_DEBUG is defined
//! element accessor; bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename eT>
arma_inline
const eT&
@@ -5412,10 +5460,10 @@ Cube<eT>::fixed<fixed_n_rows, fixed_n_cols, fixed_n_slices>::fixed(const fill::f
mem_setup();
if(is_same_type<fill_type, fill::fill_zeros>::yes) { (*this).zeros(); }
if(is_same_type<fill_type, fill::fill_ones >::yes) { (*this).ones(); }
if(is_same_type<fill_type, fill::fill_randu>::yes) { (*this).randu(); }
if(is_same_type<fill_type, fill::fill_randn>::yes) { (*this).randn(); }
if(is_same_type<fill_type, fill::fill_zeros>::yes) { Cube<eT>::zeros(); }
if(is_same_type<fill_type, fill::fill_ones >::yes) { Cube<eT>::ones(); }
if(is_same_type<fill_type, fill::fill_randu>::yes) { Cube<eT>::randu(); }
if(is_same_type<fill_type, fill::fill_randn>::yes) { Cube<eT>::randn(); }
arma_static_check( (is_same_type<fill_type, fill::fill_eye>::yes), "Cube::fixed::fixed(): unsupported fill type" );
}
+3 -3
View File
@@ -33,9 +33,9 @@ class GenCube
static constexpr bool use_at = false;
static constexpr bool is_simple = (is_same_type<gen_type, gen_ones>::value) || (is_same_type<gen_type, gen_zeros>::value);
arma_aligned const uword n_rows;
arma_aligned const uword n_cols;
arma_aligned const uword n_slices;
const uword n_rows;
const uword n_cols;
const uword n_slices;
arma_inline GenCube(const uword in_n_rows, const uword in_n_cols, const uword in_n_slices);
arma_inline ~GenCube();
+1 -1
View File
@@ -89,7 +89,7 @@ GenCube<eT, gen_type>::apply(Cube<eT>& out) const
arma_debug_sigprint();
// NOTE: we're assuming that the cube has already been set to the correct size;
// this is done by either the Cube contructor or operator=()
// this is done by either the Cube constructor or operator=()
if(is_same_type<gen_type, gen_zeros>::yes) { out.zeros(); }
else if(is_same_type<gen_type, gen_ones >::yes) { out.ones(); }
+2 -2
View File
@@ -37,8 +37,8 @@ class Gen
static constexpr bool is_col = T1::is_col;
static constexpr bool is_xvec = T1::is_xvec;
arma_aligned const uword n_rows;
arma_aligned const uword n_cols;
const uword n_rows;
const uword n_cols;
arma_inline Gen(const uword in_n_rows, const uword in_n_cols);
arma_inline ~Gen();
+1 -1
View File
@@ -91,7 +91,7 @@ Gen<T1, gen_type>::apply(Mat<typename T1::elem_type>& out) const
arma_debug_sigprint();
// NOTE: we're assuming that the matrix has already been set to the correct size;
// this is done by either the Mat contructor or operator=()
// this is done by either the Mat constructor or operator=()
if(is_same_type<gen_type, gen_zeros>::yes) { out.zeros(); }
else if(is_same_type<gen_type, gen_ones >::yes) { out.ones(); }
+31 -49
View File
@@ -970,18 +970,17 @@ MapMat_val<eT>::operator*=(const eT in_val)
if(it != it_end)
{
if(in_val != eT(0))
{
eT& val = (*it).second;
val *= in_val;
if(val == eT(0)) { map_ref.erase(it); }
}
else
{
map_ref.erase(it);
}
eT& val = (*it).second;
val *= in_val;
if(val == eT(0)) { map_ref.erase(it); }
}
else
{
const eT val = eT(0) * in_val; // in case in_val is inf or nan
if(val != eT(0)) { parent.set_val(index, val); }
}
}
@@ -1009,9 +1008,7 @@ MapMat_val<eT>::operator/=(const eT in_val)
}
else
{
// silly operation, but included for completness
const eT val = eT(0) / in_val;
const eT val = eT(0) / in_val; // in case in_val is zero or nan
if(val != eT(0)) { parent.set_val(index, val); }
}
@@ -1481,18 +1478,11 @@ SpMat_MapMat_val<eT>::mul(const eT in_val)
if(it != it_end)
{
if(in_val != eT(0))
{
eT& val = (*it).second;
val *= in_val;
if(val == eT(0)) { map_ref.erase(it); }
}
else
{
map_ref.erase(it);
}
eT& val = (*it).second;
val *= in_val;
if(val == eT(0)) { map_ref.erase(it); }
s_parent.sync_state = 1;
@@ -1500,19 +1490,15 @@ SpMat_MapMat_val<eT>::mul(const eT in_val)
}
else
{
// element not found, ie. it's zero; zero multiplied by anything is zero, except for nan and inf
if(arma_isfinite(in_val) == false)
const eT result = eT(0) * in_val; // in case in_val is inf or nan
if(result != eT(0))
{
const eT result = eT(0) * in_val;
m_parent.set_val(index, result);
if(result != eT(0)) // paranoia, in case compiling with -ffast-math
{
m_parent.set_val(index, result);
s_parent.sync_state = 1;
access::rw(s_parent.n_nonzero) = m_parent.get_n_nonzero();
}
s_parent.sync_state = 1;
access::rw(s_parent.n_nonzero) = m_parent.get_n_nonzero();
}
}
}
@@ -1554,19 +1540,15 @@ SpMat_MapMat_val<eT>::div(const eT in_val)
}
else
{
// element not found, ie. it's zero; zero divided by anything is zero, except for zero and nan
if( (in_val == eT(0)) || (arma_isnan(in_val)) )
const eT result = eT(0) / in_val; // in case in_val is zero or nan
if(result != eT(0))
{
const eT result = eT(0) / in_val;
m_parent.set_val(index, result);
if(result != eT(0)) // paranoia, in case compiling with -ffast-math
{
m_parent.set_val(index, result);
s_parent.sync_state = 1;
access::rw(s_parent.n_nonzero) = m_parent.get_n_nonzero();
}
s_parent.sync_state = 1;
access::rw(s_parent.n_nonzero) = m_parent.get_n_nonzero();
}
}
}
+4 -2
View File
@@ -544,8 +544,8 @@ class Mat : public Base< eT, Mat<eT> >
arma_frown("use .index_min() instead") inline eT min(uword& index_of_min_val) const;
arma_frown("use .index_max() instead") inline eT max(uword& index_of_max_val) const;
arma_deprecated inline eT min(uword& row_of_min_val, uword& col_of_min_val) const;
arma_deprecated inline eT max(uword& row_of_max_val, uword& col_of_max_val) const;
arma_frown("use .index_min() with ind2sub() instead") inline eT min(uword& row_of_min_val, uword& col_of_min_val) const;
arma_frown("use .index_max() with ind2sub() instead") inline eT max(uword& row_of_max_val, uword& col_of_max_val) const;
arma_cold inline bool save(const std::string name, const file_type type = arma_binary) const;
@@ -825,6 +825,8 @@ class Mat<eT>::fixed : public Mat<eT>
{
private:
using Mat<eT>::mem_local;
static constexpr uword fixed_n_elem = fixed_n_rows * fixed_n_cols;
static constexpr bool use_extra = (fixed_n_elem > arma_config::mat_prealloc);
+84 -24
View File
@@ -474,9 +474,9 @@ Mat<eT>::Mat(const char* text)
init( std::string(text) );
}
//! create the matrix from a textual description
template<typename eT>
inline
@@ -489,8 +489,8 @@ Mat<eT>::operator=(const char* text)
return *this;
}
//! create the matrix from a textual description
template<typename eT>
@@ -508,9 +508,9 @@ Mat<eT>::Mat(const std::string& text)
init(text);
}
//! create the matrix from a textual description
template<typename eT>
inline
@@ -2067,7 +2067,7 @@ Mat<eT>::operator-=(const subview<eT>& X)
//! in-place matrix mutiplication (using a submatrix on the right-hand-side)
//! in-place matrix multiplication (using a submatrix on the right-hand-side)
template<typename eT>
inline
Mat<eT>&
@@ -2082,7 +2082,7 @@ Mat<eT>::operator*=(const subview<eT>& X)
//! in-place element-wise matrix mutiplication (using a submatrix on the right-hand-side)
//! in-place element-wise matrix multiplication (using a submatrix on the right-hand-side)
template<typename eT>
inline
Mat<eT>&
@@ -2257,7 +2257,7 @@ Mat<eT>::operator-=(const subview_cube<eT>& X)
//! in-place matrix mutiplication (using a single-slice subcube on the right-hand-side)
//! in-place matrix multiplication (using a single-slice subcube on the right-hand-side)
template<typename eT>
inline
Mat<eT>&
@@ -2274,7 +2274,7 @@ Mat<eT>::operator*=(const subview_cube<eT>& X)
//! in-place element-wise matrix mutiplication (using a single-slice subcube on the right-hand-side)
//! in-place element-wise matrix multiplication (using a single-slice subcube on the right-hand-side)
template<typename eT>
inline
Mat<eT>&
@@ -2383,7 +2383,7 @@ Mat<eT>::operator-=(const diagview<eT>& X)
//! in-place matrix mutiplication (using a diagview on the right-hand-side)
//! in-place matrix multiplication (using a diagview on the right-hand-side)
template<typename eT>
inline
Mat<eT>&
@@ -2398,7 +2398,7 @@ Mat<eT>::operator*=(const diagview<eT>& X)
//! in-place element-wise matrix mutiplication (using a diagview on the right-hand-side)
//! in-place element-wise matrix multiplication (using a diagview on the right-hand-side)
template<typename eT>
inline
Mat<eT>&
@@ -2862,6 +2862,8 @@ Mat<eT>::operator=(const SpSubview<eT>& X)
if(X.n_rows == X.m.n_rows)
{
arma_debug_print("access via arrays");
X.m.sync();
const uword sv_col_start = X.aux_col1;
@@ -2889,6 +2891,8 @@ Mat<eT>::operator=(const SpSubview<eT>& X)
}
else
{
arma_debug_print("access via iterators");
typename SpSubview<eT>::const_iterator it = X.begin();
typename SpSubview<eT>::const_iterator it_end = X.end();
@@ -2913,6 +2917,8 @@ Mat<eT>::operator+=(const SpSubview<eT>& X)
if(X.n_rows == X.m.n_rows)
{
arma_debug_print("access via arrays");
X.m.sync();
const uword sv_col_start = X.aux_col1;
@@ -2940,6 +2946,8 @@ Mat<eT>::operator+=(const SpSubview<eT>& X)
}
else
{
arma_debug_print("access via iterators");
typename SpSubview<eT>::const_iterator it = X.begin();
typename SpSubview<eT>::const_iterator it_end = X.end();
@@ -2964,6 +2972,8 @@ Mat<eT>::operator-=(const SpSubview<eT>& X)
if(X.n_rows == X.m.n_rows)
{
arma_debug_print("access via arrays");
X.m.sync();
const uword sv_col_start = X.aux_col1;
@@ -2991,6 +3001,8 @@ Mat<eT>::operator-=(const SpSubview<eT>& X)
}
else
{
arma_debug_print("access via iterators");
typename SpSubview<eT>::const_iterator it = X.begin();
typename SpSubview<eT>::const_iterator it_end = X.end();
@@ -5185,6 +5197,14 @@ Mat<eT>::Mat(const eOp<T1, eop_type>& X)
init_cold();
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply(*this, reinterpret_cast< const eOp<T1, eop_square>& >(X)); return; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply(*this, reinterpret_cast< const eOp<T1, eop_sqrt >& >(X)); return; }
}
eop_type::apply(*this, X);
}
@@ -5207,6 +5227,14 @@ Mat<eT>::operator=(const eOp<T1, eop_type>& X)
init_warm(X.get_n_rows(), X.get_n_cols());
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply(*this, reinterpret_cast< const eOp<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply(*this, reinterpret_cast< const eOp<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply(*this, X);
return *this;
@@ -5228,6 +5256,14 @@ Mat<eT>::operator+=(const eOp<T1, eop_type>& X)
if(bad_alias) { const Mat<eT> tmp(X); return (*this).operator+=(tmp); }
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply_inplace_plus(*this, reinterpret_cast< const eOp<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply_inplace_plus(*this, reinterpret_cast< const eOp<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply_inplace_plus(*this, X);
return *this;
@@ -5249,6 +5285,14 @@ Mat<eT>::operator-=(const eOp<T1, eop_type>& X)
if(bad_alias) { const Mat<eT> tmp(X); return (*this).operator-=(tmp); }
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply_inplace_minus(*this, reinterpret_cast< const eOp<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply_inplace_minus(*this, reinterpret_cast< const eOp<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply_inplace_minus(*this, X);
return *this;
@@ -5287,6 +5331,14 @@ Mat<eT>::operator%=(const eOp<T1, eop_type>& X)
if(bad_alias) { const Mat<eT> tmp(X); return (*this).operator%=(tmp); }
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply_inplace_schur(*this, reinterpret_cast< const eOp<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply_inplace_schur(*this, reinterpret_cast< const eOp<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply_inplace_schur(*this, X);
return *this;
@@ -5308,6 +5360,14 @@ Mat<eT>::operator/=(const eOp<T1, eop_type>& X)
if(bad_alias) { const Mat<eT> tmp(X); return (*this).operator/=(tmp); }
if(is_same_type<eop_type, eop_pow>::value)
{
constexpr bool eT_non_int = is_non_integral<eT>::value;
if( X.aux == eT(2) ) { eop_square::apply_inplace_div(*this, reinterpret_cast< const eOp<T1, eop_square>& >(X)); return *this; }
if(eT_non_int && (X.aux == eT(0.5))) { eop_sqrt::apply_inplace_div(*this, reinterpret_cast< const eOp<T1, eop_sqrt >& >(X)); return *this; }
}
eop_type::apply_inplace_div(*this, X);
return *this;
@@ -6391,7 +6451,7 @@ Mat<eT>::at_alt(const uword ii) const
//! linear element accessor (treats the matrix as a vector); bounds checking not done when ARMA_NO_DEBUG is defined
//! linear element accessor (treats the matrix as a vector); bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename eT>
arma_inline
eT&
@@ -6404,7 +6464,7 @@ Mat<eT>::operator() (const uword ii)
//! linear element accessor (treats the matrix as a vector); bounds checking not done when ARMA_NO_DEBUG is defined
//! linear element accessor (treats the matrix as a vector); bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename eT>
arma_inline
const eT&
@@ -6460,7 +6520,7 @@ Mat<eT>::at(const uword ii) const
//! element accessor; bounds checking not done when ARMA_NO_DEBUG is defined
//! element accessor; bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename eT>
arma_inline
eT&
@@ -6473,7 +6533,7 @@ Mat<eT>::operator() (const uword in_row, const uword in_col)
//! element accessor; bounds checking not done when ARMA_NO_DEBUG is defined
//! element accessor; bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename eT>
arma_inline
const eT&
@@ -6626,7 +6686,7 @@ Mat<eT>::is_colvec() const
//! returns true if the object has the same number of non-zero rows and columnns
//! returns true if the object has the same number of non-zero rows and columns
template<typename eT>
arma_inline
bool
@@ -9565,11 +9625,11 @@ Mat<eT>::fixed<fixed_n_rows, fixed_n_cols>::fixed(const fill::fill_class<fill_ty
{
arma_debug_sigprint_this(this);
if(is_same_type<fill_type, fill::fill_zeros>::yes) { (*this).zeros(); }
if(is_same_type<fill_type, fill::fill_ones >::yes) { (*this).ones(); }
if(is_same_type<fill_type, fill::fill_eye >::yes) { (*this).eye(); }
if(is_same_type<fill_type, fill::fill_randu>::yes) { (*this).randu(); }
if(is_same_type<fill_type, fill::fill_randn>::yes) { (*this).randn(); }
if(is_same_type<fill_type, fill::fill_zeros>::yes) { (*this).zeros(); }
if(is_same_type<fill_type, fill::fill_ones >::yes) { (*this).ones(); }
if(is_same_type<fill_type, fill::fill_eye >::yes) { Mat<eT>::eye(); }
if(is_same_type<fill_type, fill::fill_randu>::yes) { Mat<eT>::randu(); }
if(is_same_type<fill_type, fill::fill_randn>::yes) { Mat<eT>::randn(); }
}
+5 -5
View File
@@ -35,11 +35,11 @@ class OpCube : public BaseCube< typename T1::elem_type, OpCube<T1, op_type> >
inline OpCube(const BaseCube<typename T1::elem_type, T1>& in_m, const uword in_aux_uword_a, const uword in_aux_uword_b, const uword in_aux_uword_c);
inline ~OpCube();
arma_aligned const T1& m; //!< the operand; must be derived from BaseCube
arma_aligned elem_type aux; //!< auxiliary data, using the element type as used by T1
arma_aligned uword aux_uword_a; //!< auxiliary data, uword format
arma_aligned uword aux_uword_b; //!< auxiliary data, uword format
arma_aligned uword aux_uword_c; //!< auxiliary data, uword format
const T1& m; //!< the operand; must be derived from BaseCube
elem_type aux; //!< auxiliary data, using the element type as used by T1
uword aux_uword_a; //!< auxiliary data, uword format
uword aux_uword_b; //!< auxiliary data, uword format
uword aux_uword_c; //!< auxiliary data, uword format
};
+4 -4
View File
@@ -61,10 +61,10 @@ class Op
template<typename eT2>
inline bool is_alias(const Mat<eT2>& X) const;
arma_aligned const T1& m; //!< the operand; must be derived from Base
arma_aligned elem_type aux; //!< auxiliary data, using the element type as used by T1
arma_aligned uword aux_uword_a; //!< auxiliary data, uword format
arma_aligned uword aux_uword_b; //!< auxiliary data, uword format
const T1& m; //!< the operand; must be derived from Base
elem_type aux; //!< auxiliary data, using the element type as used by T1
uword aux_uword_a; //!< auxiliary data, uword format
uword aux_uword_b; //!< auxiliary data, uword format
};
+53 -53
View File
@@ -168,7 +168,7 @@ struct Proxy< Mat<eT> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const Mat<eT>& Q;
const Mat<eT>& Q;
inline explicit Proxy(const Mat<eT>& A)
: Q(A)
@@ -215,7 +215,7 @@ struct Proxy< Col<eT> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const Col<eT>& Q;
const Col<eT>& Q;
inline explicit Proxy(const Col<eT>& A)
: Q(A)
@@ -262,7 +262,7 @@ struct Proxy< Row<eT> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const Row<eT>& Q;
const Row<eT>& Q;
inline explicit Proxy(const Row<eT>& A)
: Q(A)
@@ -309,7 +309,7 @@ struct Proxy< Gen<T1, gen_type> >
static constexpr bool is_col = Gen<T1, gen_type>::is_col;
static constexpr bool is_xvec = Gen<T1, gen_type>::is_xvec;
arma_aligned const Gen<T1, gen_type>& Q;
const Gen<T1, gen_type>& Q;
inline explicit Proxy(const Gen<T1, gen_type>& A)
: Q(A)
@@ -356,7 +356,7 @@ struct Proxy< eOp<T1, eop_type> >
static constexpr bool is_col = eOp<T1, eop_type>::is_col;
static constexpr bool is_xvec = eOp<T1, eop_type>::is_xvec;
arma_aligned const eOp<T1, eop_type>& Q;
const eOp<T1, eop_type>& Q;
inline explicit Proxy(const eOp<T1, eop_type>& A)
: Q(A)
@@ -403,7 +403,7 @@ struct Proxy< eGlue<T1, T2, eglue_type> >
static constexpr bool is_col = eGlue<T1, T2, eglue_type>::is_col;
static constexpr bool is_xvec = eGlue<T1, T2, eglue_type>::is_xvec;
arma_aligned const eGlue<T1, T2, eglue_type>& Q;
const eGlue<T1, T2, eglue_type>& Q;
inline explicit Proxy(const eGlue<T1, T2, eglue_type>& A)
: Q(A)
@@ -450,7 +450,7 @@ struct Proxy< Op<T1, op_type> >
static constexpr bool is_col = Op<T1, op_type>::is_col;
static constexpr bool is_xvec = Op<T1, op_type>::is_xvec;
arma_aligned const Mat<elem_type> Q;
const Mat<elem_type> Q;
inline explicit Proxy(const Op<T1, op_type>& A)
: Q(A)
@@ -497,7 +497,7 @@ struct Proxy< Glue<T1, T2, glue_type> >
static constexpr bool is_col = Glue<T1, T2, glue_type>::is_col;
static constexpr bool is_xvec = Glue<T1, T2, glue_type>::is_xvec;
arma_aligned const Mat<elem_type> Q;
const Mat<elem_type> Q;
inline explicit Proxy(const Glue<T1, T2, glue_type>& A)
: Q(A)
@@ -547,9 +547,9 @@ struct Proxy< Glue<T1, T2, glue_min> >
static constexpr bool is_col = this_Glue_type::is_col;
static constexpr bool is_xvec = this_Glue_type::is_xvec;
arma_aligned const this_Glue_type& Q;
arma_aligned const Proxy<T1> P1;
arma_aligned const Proxy<T2> P2;
const this_Glue_type& Q;
const Proxy<T1> P1;
const Proxy<T2> P2;
arma_lt_comparator<elem_type> comparator;
@@ -605,9 +605,9 @@ struct Proxy< Glue<T1, T2, glue_max> >
static constexpr bool is_col = this_Glue_type::is_col;
static constexpr bool is_xvec = this_Glue_type::is_xvec;
arma_aligned const this_Glue_type& Q;
arma_aligned const Proxy<T1> P1;
arma_aligned const Proxy<T2> P2;
const this_Glue_type& Q;
const Proxy<T1> P1;
const Proxy<T2> P2;
arma_gt_comparator<elem_type> comparator;
@@ -660,7 +660,7 @@ struct Proxy< mtOp<out_eT, T1, op_type> >
static constexpr bool is_col = mtOp<out_eT, T1, op_type>::is_col;
static constexpr bool is_xvec = mtOp<out_eT, T1, op_type>::is_xvec;
arma_aligned const Mat<out_eT> Q;
const Mat<out_eT> Q;
inline explicit Proxy(const mtOp<out_eT, T1, op_type>& A)
: Q(A)
@@ -707,7 +707,7 @@ struct Proxy< mtGlue<out_eT, T1, T2, glue_type> >
static constexpr bool is_col = mtGlue<out_eT, T1, T2, glue_type>::is_col;
static constexpr bool is_xvec = mtGlue<out_eT, T1, T2, glue_type>::is_xvec;
arma_aligned const Mat<out_eT> Q;
const Mat<out_eT> Q;
inline explicit Proxy(const mtGlue<out_eT, T1, T2, glue_type>& A)
: Q(A)
@@ -754,7 +754,7 @@ struct Proxy< CubeToMatOp<T1, op_type> >
static constexpr bool is_col = CubeToMatOp<T1, op_type>::is_col;
static constexpr bool is_xvec = CubeToMatOp<T1, op_type>::is_xvec;
arma_aligned const Mat<elem_type> Q;
const Mat<elem_type> Q;
inline explicit Proxy(const CubeToMatOp<T1, op_type>& A)
: Q(A)
@@ -801,8 +801,8 @@ struct Proxy< CubeToMatOp<T1, op_vectorise_cube_col> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const unwrap_cube<T1> U;
arma_aligned const Mat<elem_type> Q;
const unwrap_cube<T1> U;
const Mat<elem_type> Q;
inline explicit Proxy(const CubeToMatOp<T1, op_vectorise_cube_col>& A)
: U(A.m)
@@ -850,7 +850,7 @@ struct Proxy< SpToDOp<T1, op_type> >
static constexpr bool is_col = SpToDOp<T1, op_type>::is_col;
static constexpr bool is_xvec = SpToDOp<T1, op_type>::is_xvec;
arma_aligned const Mat<elem_type> Q;
const Mat<elem_type> Q;
inline explicit Proxy(const SpToDOp<T1, op_type>& A)
: Q(A)
@@ -897,8 +897,8 @@ struct Proxy< SpToDOp<SpMat<eT>, op_sp_nonzeros> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const SpMat<elem_type>& R;
arma_aligned const Mat<elem_type> Q;
const SpMat<elem_type>& R;
const Mat<elem_type> Q;
inline explicit Proxy(const SpToDOp<SpMat<eT>, op_sp_nonzeros>& A)
: R(A.m)
@@ -946,7 +946,7 @@ struct Proxy< SpToDGlue<T1, T2, glue_type> >
static constexpr bool is_col = SpToDGlue<T1, T2, glue_type>::is_col;
static constexpr bool is_xvec = SpToDGlue<T1, T2, glue_type>::is_xvec;
arma_aligned const Mat<elem_type> Q;
const Mat<elem_type> Q;
inline explicit Proxy(const SpToDGlue<T1, T2, glue_type>& A)
: Q(A)
@@ -993,7 +993,7 @@ struct Proxy< subview<eT> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const subview<eT>& Q;
const subview<eT>& Q;
inline explicit Proxy(const subview<eT>& A)
: Q(A)
@@ -1040,7 +1040,7 @@ struct Proxy< subview_col<eT> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const subview_col<eT>& Q;
const subview_col<eT>& Q;
inline explicit Proxy(const subview_col<eT>& A)
: Q(A)
@@ -1087,8 +1087,8 @@ struct Proxy< subview_cols<eT> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const subview_cols<eT>& sv;
arma_aligned const Mat<eT> Q;
const subview_cols<eT>& sv;
const Mat<eT> Q;
inline explicit Proxy(const subview_cols<eT>& A)
: sv(A)
@@ -1136,7 +1136,7 @@ struct Proxy< subview_row<eT> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const subview_row<eT>& Q;
const subview_row<eT>& Q;
inline explicit Proxy(const subview_row<eT>& A)
: Q(A)
@@ -1183,8 +1183,8 @@ struct Proxy< subview_elem1<eT,T1> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const subview_elem1<eT,T1>& Q;
arma_aligned const Proxy<T1> R;
const subview_elem1<eT,T1>& Q;
const Proxy<T1> R;
inline explicit Proxy(const subview_elem1<eT,T1>& A)
: Q(A)
@@ -1237,7 +1237,7 @@ struct Proxy< subview_elem2<eT,T1,T2> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const Mat<eT> Q;
const Mat<eT> Q;
inline explicit Proxy(const subview_elem2<eT,T1,T2>& A)
: Q(A)
@@ -1284,7 +1284,7 @@ struct Proxy< diagview<eT> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const diagview<eT>& Q;
const diagview<eT>& Q;
inline explicit Proxy(const diagview<eT>& A)
: Q(A)
@@ -1339,8 +1339,8 @@ struct Proxy_diagvec_mat< Op<T1, op_diagvec> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const Mat<elem_type>& R;
arma_aligned const diagview<elem_type> Q;
const Mat<elem_type>& R;
const diagview<elem_type> Q;
inline explicit Proxy_diagvec_mat(const Op<T1, op_diagvec>& A)
: R(A.m), Q( R.diag() )
@@ -1395,7 +1395,7 @@ struct Proxy_diagvec_expr< Op<T1, op_diagvec> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const Mat<elem_type> Q;
const Mat<elem_type> Q;
inline explicit Proxy_diagvec_expr(const Op<T1, op_diagvec>& A)
: Q(A)
@@ -1468,7 +1468,7 @@ struct Proxy< Op<T1, op_diagvec2> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const Mat<elem_type> Q;
const Mat<elem_type> Q;
inline explicit Proxy(const Op<T1, op_diagvec2>& A)
: Q(A)
@@ -1614,8 +1614,8 @@ struct Proxy_xtrans_vector< Op<T1, op_htrans> >
static constexpr bool is_col = Op<T1, op_htrans>::is_col;
static constexpr bool is_xvec = Op<T1, op_htrans>::is_xvec;
arma_aligned const quasi_unwrap<T1> U; // avoid copy if T1 is a Row, Col or subview_col
arma_aligned const Mat<elem_type> Q;
const quasi_unwrap<T1> U; // avoid copy if T1 is a Row, Col or subview_col
const Mat<elem_type> Q;
inline Proxy_xtrans_vector(const Op<T1, op_htrans>& A)
: U(A.m)
@@ -1656,8 +1656,8 @@ struct Proxy_xtrans_vector< Op<T1, op_strans> >
static constexpr bool is_col = Op<T1, op_strans>::is_col;
static constexpr bool is_xvec = Op<T1, op_strans>::is_xvec;
arma_aligned const quasi_unwrap<T1> U; // avoid copy if T1 is a Row, Col or subview_col
arma_aligned const Mat<elem_type> Q;
const quasi_unwrap<T1> U; // avoid copy if T1 is a Row, Col or subview_col
const Mat<elem_type> Q;
inline Proxy_xtrans_vector(const Op<T1, op_strans>& A)
: U(A.m)
@@ -1832,7 +1832,7 @@ struct Proxy_subview_row_htrans_cx
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const subview_row_htrans<eT> Q;
const subview_row_htrans<eT> Q;
inline explicit Proxy_subview_row_htrans_cx(const Op<subview_row<eT>, op_htrans>& A)
: Q(A.m)
@@ -1866,7 +1866,7 @@ struct Proxy_subview_row_htrans_non_cx
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const subview_row_strans<eT> Q;
const subview_row_strans<eT> Q;
inline explicit Proxy_subview_row_htrans_non_cx(const Op<subview_row<eT>, op_htrans>& A)
: Q(A.m)
@@ -1973,7 +1973,7 @@ struct Proxy< Op<subview_row<eT>, op_strans> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const subview_row_strans<eT> Q;
const subview_row_strans<eT> Q;
inline explicit Proxy(const Op<subview_row<eT>, op_strans>& A)
: Q(A.m)
@@ -2174,8 +2174,8 @@ struct Proxy< Op<T1, op_htrans2> >
static constexpr bool is_col = eOp< Op<T1, op_htrans>, eop_scalar_times>::is_col;
static constexpr bool is_xvec = eOp< Op<T1, op_htrans>, eop_scalar_times>::is_xvec;
arma_aligned const Op<T1, op_htrans> R;
arma_aligned const eOp< Op<T1, op_htrans>, eop_scalar_times > Q;
const Op<T1, op_htrans> R;
const eOp< Op<T1, op_htrans>, eop_scalar_times > Q;
inline explicit Proxy(const Op<T1, op_htrans2>& A)
: R(A.m)
@@ -2223,7 +2223,7 @@ struct Proxy< subview_row_strans<eT> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const subview_row_strans<eT>& Q;
const subview_row_strans<eT>& Q;
inline explicit Proxy(const subview_row_strans<eT>& A)
: Q(A)
@@ -2270,7 +2270,7 @@ struct Proxy< subview_row_htrans<eT> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const subview_row_htrans<eT>& Q;
const subview_row_htrans<eT>& Q;
inline explicit Proxy(const subview_row_htrans<eT>& A)
: Q(A)
@@ -2317,7 +2317,7 @@ struct Proxy< xtrans_mat<eT, do_conj> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const Mat<eT> Q;
const Mat<eT> Q;
inline explicit Proxy(const xtrans_mat<eT, do_conj>& A)
: Q(A)
@@ -2364,7 +2364,7 @@ struct Proxy< xvec_htrans<eT> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = true;
arma_aligned const Mat<eT> Q;
const Mat<eT> Q;
inline explicit Proxy(const xvec_htrans<eT>& A)
: Q(A)
@@ -2419,8 +2419,8 @@ struct Proxy_vectorise_col_mat< Op<T1, op_vectorise_col> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const unwrap<T1> U;
arma_aligned const Mat<elem_type> Q;
const unwrap<T1> U;
const Mat<elem_type> Q;
inline explicit Proxy_vectorise_col_mat(const Op<T1, op_vectorise_col>& A)
: U(A.m)
@@ -2476,8 +2476,8 @@ struct Proxy_vectorise_col_expr< Op<T1, op_vectorise_col> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const Op<T1, op_vectorise_col>& Q;
arma_aligned const Proxy<T1> R;
const Op<T1, op_vectorise_col>& Q;
const Proxy<T1> R;
inline explicit Proxy_vectorise_col_expr(const Op<T1, op_vectorise_col>& A)
: Q(A)
+10 -10
View File
@@ -48,7 +48,7 @@ struct ProxyCube< Cube<eT> >
static constexpr bool use_mp = false;
static constexpr bool has_subview = false;
arma_aligned const Cube<eT>& Q;
const Cube<eT>& Q;
inline explicit ProxyCube(const Cube<eT>& A)
: Q(A)
@@ -93,7 +93,7 @@ struct ProxyCube< GenCube<eT, gen_type> >
static constexpr bool use_mp = false;
static constexpr bool has_subview = false;
arma_aligned const GenCube<eT, gen_type>& Q;
const GenCube<eT, gen_type>& Q;
inline explicit ProxyCube(const GenCube<eT, gen_type>& A)
: Q(A)
@@ -138,7 +138,7 @@ struct ProxyCube< OpCube<T1, op_type> >
static constexpr bool use_mp = false;
static constexpr bool has_subview = false;
arma_aligned const Cube<elem_type> Q;
const Cube<elem_type> Q;
inline explicit ProxyCube(const OpCube<T1, op_type>& A)
: Q(A)
@@ -183,7 +183,7 @@ struct ProxyCube< GlueCube<T1, T2, glue_type> >
static constexpr bool use_mp = false;
static constexpr bool has_subview = false;
arma_aligned const Cube<elem_type> Q;
const Cube<elem_type> Q;
inline explicit ProxyCube(const GlueCube<T1, T2, glue_type>& A)
: Q(A)
@@ -228,7 +228,7 @@ struct ProxyCube< subview_cube<eT> >
static constexpr bool use_mp = false;
static constexpr bool has_subview = true;
arma_aligned const subview_cube<eT>& Q;
const subview_cube<eT>& Q;
inline explicit ProxyCube(const subview_cube<eT>& A)
: Q(A)
@@ -273,7 +273,7 @@ struct ProxyCube< subview_cube_slices<eT,T1> >
static constexpr bool use_mp = false;
static constexpr bool has_subview = false;
arma_aligned const Cube<eT> Q;
const Cube<eT> Q;
inline explicit ProxyCube(const subview_cube_slices<eT,T1>& A)
: Q(A)
@@ -318,7 +318,7 @@ struct ProxyCube< eOpCube<T1, eop_type > >
static constexpr bool use_mp = eOpCube<T1, eop_type>::use_mp;
static constexpr bool has_subview = eOpCube<T1, eop_type>::has_subview;
arma_aligned const eOpCube<T1, eop_type>& Q;
const eOpCube<T1, eop_type>& Q;
inline explicit ProxyCube(const eOpCube<T1, eop_type>& A)
: Q(A)
@@ -363,7 +363,7 @@ struct ProxyCube< eGlueCube<T1, T2, eglue_type > >
static constexpr bool use_mp = eGlueCube<T1, T2, eglue_type>::use_mp;
static constexpr bool has_subview = eGlueCube<T1, T2, eglue_type>::has_subview;
arma_aligned const eGlueCube<T1, T2, eglue_type>& Q;
const eGlueCube<T1, T2, eglue_type>& Q;
inline explicit ProxyCube(const eGlueCube<T1, T2, eglue_type>& A)
: Q(A)
@@ -408,7 +408,7 @@ struct ProxyCube< mtOpCube<out_eT, T1, op_type> >
static constexpr bool use_mp = false;
static constexpr bool has_subview = false;
arma_aligned const Cube<out_eT> Q;
const Cube<out_eT> Q;
inline explicit ProxyCube(const mtOpCube<out_eT, T1, op_type>& A)
: Q(A)
@@ -453,7 +453,7 @@ struct ProxyCube< mtGlueCube<out_eT, T1, T2, glue_type > >
static constexpr bool use_mp = false;
static constexpr bool has_subview = false;
arma_aligned const Cube<out_eT> Q;
const Cube<out_eT> Q;
inline explicit ProxyCube(const mtGlueCube<out_eT, T1, T2, glue_type>& A)
: Q(A)
+2
View File
@@ -187,6 +187,8 @@ class Row<eT>::fixed : public Row<eT>
{
private:
using Mat<eT>::mem_local;
static constexpr bool use_extra = (fixed_n_elem > arma_config::mat_prealloc);
arma_align_mem eT mem_local_extra[ (use_extra) ? fixed_n_elem : 1 ];
+5 -5
View File
@@ -1345,11 +1345,11 @@ Row<eT>::fixed<fixed_n_elem>::fixed(const fill::fill_class<fill_type>&)
{
arma_debug_sigprint_this(this);
if(is_same_type<fill_type, fill::fill_zeros>::yes) { (*this).zeros(); }
if(is_same_type<fill_type, fill::fill_ones >::yes) { (*this).ones(); }
if(is_same_type<fill_type, fill::fill_eye >::yes) { (*this).eye(); }
if(is_same_type<fill_type, fill::fill_randu>::yes) { (*this).randu(); }
if(is_same_type<fill_type, fill::fill_randn>::yes) { (*this).randn(); }
if(is_same_type<fill_type, fill::fill_zeros>::yes) { (*this).zeros(); }
if(is_same_type<fill_type, fill::fill_ones >::yes) { (*this).ones(); }
if(is_same_type<fill_type, fill::fill_eye >::yes) { Mat<eT>::eye(); }
if(is_same_type<fill_type, fill::fill_randu>::yes) { Mat<eT>::randu(); }
if(is_same_type<fill_type, fill::fill_randn>::yes) { Mat<eT>::randn(); }
}
+2 -2
View File
@@ -79,8 +79,8 @@ struct SpBase
arma_frown("use .index_min() instead") inline elem_type min(uword& index_of_min_val) const;
arma_frown("use .index_max() instead") inline elem_type max(uword& index_of_max_val) const;
arma_deprecated inline elem_type min(uword& row_of_min_val, uword& col_of_min_val) const;
arma_deprecated inline elem_type max(uword& row_of_max_val, uword& col_of_max_val) const;
arma_frown("use .index_min() with ind2sub() instead") inline elem_type min(uword& row_of_min_val, uword& col_of_min_val) const;
arma_frown("use .index_max() with ind2sub() instead") inline elem_type max(uword& row_of_max_val, uword& col_of_max_val) const;
arma_warn_unused inline uword index_min() const;
arma_warn_unused inline uword index_max() const;
+23 -30
View File
@@ -612,33 +612,26 @@ SpMat<eT>::operator*=(const eT val)
{
arma_debug_sigprint();
if(val != eT(0))
sync_csc();
invalidate_cache();
const uword n_nz = n_nonzero;
eT* vals = access::rwp(values);
bool has_zero = false;
for(uword i=0; i<n_nz; ++i)
{
sync_csc();
invalidate_cache();
eT& vals_i = vals[i];
const uword n_nz = n_nonzero;
vals_i *= val;
eT* vals = access::rwp(values);
bool has_zero = false;
for(uword i=0; i<n_nz; ++i)
{
eT& vals_i = vals[i];
vals_i *= val;
if(vals_i == eT(0)) { has_zero = true; }
}
if(has_zero) { remove_zeros(); }
}
else
{
(*this).zeros();
if(vals_i == eT(0)) { has_zero = true; }
}
if(has_zero) { remove_zeros(); }
return *this;
}
@@ -3126,7 +3119,7 @@ SpMat<eT>::shed_rows(const uword in_row1, const uword in_row2)
arma_conform_check_bounds
(
(in_row1 > in_row2) || (in_row2 >= n_rows),
"SpMat::shed_rows(): indices out of bounds or incorectly used"
"SpMat::shed_rows(): indices out of bounds or incorrectly used"
);
sync_csc();
@@ -3288,7 +3281,7 @@ SpMat<eT>::shed_cols(const uword in_col1, const uword in_col2)
/**
* Element access; acces the i'th element (works identically to the Mat accessors).
* Element access; access the i'th element (works identically to the Mat accessors).
* If there is nothing at element i, 0 is returned.
*/
@@ -3484,7 +3477,7 @@ SpMat<eT>::is_colvec() const
//! returns true if the object has the same number of non-zero rows and columnns
//! returns true if the object has the same number of non-zero rows and columns
template<typename eT>
arma_inline
bool
@@ -5202,7 +5195,7 @@ SpMat<eT>::init(const MapMat<eT>& x)
const uword x_index = x_entry.first;
const eT x_val = x_entry.second;
// have we gone past the curent column?
// have we gone past the current column?
if(x_index >= x_col_index_endp1)
{
x_col = x_index / x_n_rows;
@@ -5481,7 +5474,7 @@ SpMat<eT>::init_batch_add(const Mat<uword>& locs, const Mat<eT>& vals, const boo
uvec sorted_indices = sort_index(abslocs); // Ascending sort.
// work out the number of unique elments
// work out the number of unique elements
uword n_unique = 1; // first element is unique
for(uword i=1; i < sorted_indices.n_elem; ++i)
@@ -5536,7 +5529,7 @@ SpMat<eT>::init_batch_add(const Mat<uword>& locs, const Mat<eT>& vals, const boo
if( (sort_locations == false) || (actually_sorted == true) )
{
// work out the number of unique elments
// work out the number of unique elements
uword n_unique = 1; // first element is unique
for(uword i=1; i < locs.n_cols; ++i)
@@ -5918,7 +5911,7 @@ SpMat<eT>::init_xform_mt(const SpBase<eT2,T1>& A, const Functor& func)
{
eT& t_values_i = t_values[i];
t_values_i = func(x_values[i]); // NOTE: func() must produce a value of type eT (ie. act as a convertor between eT2 and eT)
t_values_i = func(x_values[i]); // NOTE: func() must produce a value of type eT (ie. act as a converter between eT2 and eT)
if(t_values_i == eT(0)) { has_zero = true; }
}
@@ -5936,7 +5929,7 @@ SpMat<eT>::init_xform_mt(const SpBase<eT2,T1>& A, const Functor& func)
while(it != it_end)
{
const eT val = func(*it); // NOTE: func() must produce a value of type eT (ie. act as a convertor between eT2 and eT)
const eT val = func(*it); // NOTE: func() must produce a value of type eT (ie. act as a converter between eT2 and eT)
if(val == eT(0)) { has_zero = true; }
+4 -4
View File
@@ -40,10 +40,10 @@ class SpOp : public SpBase< typename T1::elem_type, SpOp<T1, op_type> >
arma_inline bool is_alias(const SpMat<elem_type>& X) const;
arma_aligned const T1& m; //!< the operand; must be derived from SpBase
arma_aligned elem_type aux; //!< auxiliary data, using the element type as used by T1
arma_aligned uword aux_uword_a; //!< auxiliary data, uword format
arma_aligned uword aux_uword_b; //!< auxiliary data, uword format
const T1& m; //!< the operand; must be derived from SpBase
elem_type aux; //!< auxiliary data, using the element type as used by T1
uword aux_uword_a; //!< auxiliary data, uword format
uword aux_uword_b; //!< auxiliary data, uword format
};
+34 -34
View File
@@ -71,42 +71,42 @@ struct SpProxy< SpMat<eT> >
typedef eT elem_type;
typedef typename get_pod_type<elem_type>::result pod_type;
typedef SpMat<eT> stored_type;
typedef typename SpMat<eT>::const_iterator const_iterator_type;
typedef typename SpMat<eT>::const_row_iterator const_row_iterator_type;
static constexpr bool use_iterator = false;
static constexpr bool Q_is_generated = false;
static constexpr bool is_row = false;
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const SpMat<eT>& Q;
const SpMat<eT>& Q;
inline explicit SpProxy(const SpMat<eT>& A)
: Q(A)
{
arma_debug_sigprint();
Q.sync();
}
arma_inline uword get_n_rows() const { return Q.n_rows; }
arma_inline uword get_n_cols() const { return Q.n_cols; }
arma_inline uword get_n_elem() const { return Q.n_elem; }
arma_inline uword get_n_nonzero() const { return Q.n_nonzero; }
arma_inline elem_type operator[](const uword i) const { return Q[i]; }
arma_inline elem_type at (const uword row, const uword col) const { return Q.at(row, col); }
arma_inline const eT* get_values() const { return Q.values; }
arma_inline const uword* get_row_indices() const { return Q.row_indices; }
arma_inline const uword* get_col_ptrs() const { return Q.col_ptrs; }
arma_inline const_iterator_type begin() const { return Q.begin(); }
arma_inline const_iterator_type begin_col(const uword col_num) const { return Q.begin_col(col_num); }
arma_inline const_row_iterator_type begin_row(const uword row_num = 0) const { return Q.begin_row(row_num); }
arma_inline const_iterator_type end() const { return Q.end(); }
arma_inline const_row_iterator_type end_row() const { return Q.end_row(); }
arma_inline const_row_iterator_type end_row(const uword row_num) const { return Q.end_row(row_num); }
@@ -134,7 +134,7 @@ struct SpProxy< SpCol<eT> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const SpCol<eT>& Q;
const SpCol<eT>& Q;
inline explicit SpProxy(const SpCol<eT>& A)
: Q(A)
@@ -186,7 +186,7 @@ struct SpProxy< SpRow<eT> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const SpRow<eT>& Q;
const SpRow<eT>& Q;
inline explicit SpProxy(const SpRow<eT>& A)
: Q(A)
@@ -227,42 +227,42 @@ struct SpProxy< SpSubview<eT> >
typedef eT elem_type;
typedef typename get_pod_type<elem_type>::result pod_type;
typedef SpSubview<eT> stored_type;
typedef typename SpSubview<eT>::const_iterator const_iterator_type;
typedef typename SpSubview<eT>::const_row_iterator const_row_iterator_type;
static constexpr bool use_iterator = true;
static constexpr bool Q_is_generated = false;
static constexpr bool is_row = false;
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const SpSubview<eT>& Q;
const SpSubview<eT>& Q;
inline explicit SpProxy(const SpSubview<eT>& A)
: Q(A)
{
arma_debug_sigprint();
Q.m.sync();
}
arma_inline uword get_n_rows() const { return Q.n_rows; }
arma_inline uword get_n_cols() const { return Q.n_cols; }
arma_inline uword get_n_elem() const { return Q.n_elem; }
arma_inline uword get_n_nonzero() const { return Q.n_nonzero; }
arma_inline elem_type operator[](const uword i) const { return Q[i]; }
arma_inline elem_type at (const uword row, const uword col) const { return Q.at(row, col); }
arma_inline const eT* get_values() const { return Q.m.values; }
arma_inline const uword* get_row_indices() const { return Q.m.row_indices; }
arma_inline const uword* get_col_ptrs() const { return Q.m.col_ptrs; }
arma_inline const_iterator_type begin() const { return Q.begin(); }
arma_inline const_iterator_type begin_col(const uword col_num) const { return Q.begin_col(col_num); }
arma_inline const_row_iterator_type begin_row(const uword row_num = 0) const { return Q.begin_row(row_num); }
arma_inline const_iterator_type end() const { return Q.end(); }
arma_inline const_row_iterator_type end_row() const { return Q.end_row(); }
arma_inline const_row_iterator_type end_row(const uword row_num) const { return Q.end_row(row_num); }
@@ -290,7 +290,7 @@ struct SpProxy< SpSubview_col<eT> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const SpSubview_col<eT>& Q;
const SpSubview_col<eT>& Q;
inline explicit SpProxy(const SpSubview_col<eT>& A)
: Q(A)
@@ -342,7 +342,7 @@ struct SpProxy< SpSubview_col_list<eT,T1> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const SpMat<eT> Q;
const SpMat<eT> Q;
inline explicit SpProxy(const SpSubview_col_list<eT,T1>& A)
: Q(A)
@@ -385,7 +385,7 @@ struct SpProxy< SpSubview_row<eT> >
typedef typename SpSubview<eT>::const_iterator const_iterator_type;
typedef typename SpSubview<eT>::const_row_iterator const_row_iterator_type;
static constexpr bool use_iterator = true;
static constexpr bool Q_is_generated = false;
@@ -393,7 +393,7 @@ struct SpProxy< SpSubview_row<eT> >
static constexpr bool is_col = false;
static constexpr bool is_xvec = false;
arma_aligned const SpSubview_row<eT>& Q;
const SpSubview_row<eT>& Q;
inline explicit SpProxy(const SpSubview_row<eT>& A)
: Q(A)
@@ -445,7 +445,7 @@ struct SpProxy< spdiagview<eT> >
static constexpr bool is_col = true;
static constexpr bool is_xvec = false;
arma_aligned const SpMat<eT> Q;
const SpMat<eT> Q;
inline explicit SpProxy(const spdiagview<eT>& A)
: Q(A)
@@ -497,7 +497,7 @@ struct SpProxy< SpOp<T1, spop_type> >
static constexpr bool is_col = SpOp<T1, spop_type>::is_col;
static constexpr bool is_xvec = SpOp<T1, spop_type>::is_xvec;
arma_aligned const SpMat<eT> Q;
const SpMat<eT> Q;
inline explicit SpProxy(const SpOp<T1, spop_type>& A)
: Q(A)
@@ -549,7 +549,7 @@ struct SpProxy< SpGlue<T1, T2, spglue_type> >
static constexpr bool is_col = SpGlue<T1, T2, spglue_type>::is_col;
static constexpr bool is_xvec = SpGlue<T1, T2, spglue_type>::is_xvec;
arma_aligned const SpMat<eT> Q;
const SpMat<eT> Q;
inline explicit SpProxy(const SpGlue<T1, T2, spglue_type>& A)
: Q(A)
@@ -600,7 +600,7 @@ struct SpProxy< mtSpOp<out_eT, T1, spop_type> >
static constexpr bool is_col = mtSpOp<out_eT, T1, spop_type>::is_col;
static constexpr bool is_xvec = mtSpOp<out_eT, T1, spop_type>::is_xvec;
arma_aligned const SpMat<out_eT> Q;
const SpMat<out_eT> Q;
inline explicit SpProxy(const mtSpOp<out_eT, T1, spop_type>& A)
: Q(A)
@@ -651,7 +651,7 @@ struct SpProxy< mtSpGlue<out_eT, T1, T2, spglue_type> >
static constexpr bool is_col = mtSpGlue<out_eT, T1, T2, spglue_type>::is_col;
static constexpr bool is_xvec = mtSpGlue<out_eT, T1, T2, spglue_type>::is_xvec;
arma_aligned const SpMat<out_eT> Q;
const SpMat<out_eT> Q;
inline explicit SpProxy(const mtSpGlue<out_eT, T1, T2, spglue_type>& A)
: Q(A)
@@ -702,7 +702,7 @@ struct SpProxy< mtSpReduceOp<out_eT, T1, op_type> >
static constexpr bool is_col = mtSpReduceOp<out_eT, T1, op_type>::is_col;
static constexpr bool is_xvec = mtSpReduceOp<out_eT, T1, op_type>::is_xvec;
arma_aligned const SpMat<out_eT> Q;
const SpMat<out_eT> Q;
inline explicit SpProxy(const mtSpReduceOp<out_eT, T1, op_type>& A)
: Q(A)
@@ -253,8 +253,6 @@ SpSubview_col_list<eT,T1>::operator*= (const eT val)
{
arma_debug_sigprint();
if(val == eT(0)) { (*this).zeros(); return; }
SpMat<eT>& m_local = const_cast< SpMat<eT>& >(m);
const umat& ci = U_ci.M;
@@ -816,7 +816,7 @@ SpSubview<eT>::const_row_iterator::operator++()
else if((*pos_ptr) == next_min_row + aux_row && col < next_min_col && (*pos_ptr) < aux_row + iterator_base::M->n_rows)
{
// The first element in this column is in a subsequent row that we
// already have another elemnt for, but the column index is less so
// already have another element for, but the column index is less so
// this element will come first.
next_min_col = col;
next_actual_pos = col_offset + (pos_ptr - start_ptr);
@@ -157,8 +157,6 @@ SpSubview<eT>::operator*=(const eT val)
{
arma_debug_sigprint();
if(val == eT(0)) { (*this).zeros(); return *this; }
if((n_elem == 0) || (n_nonzero == 0)) { return *this; }
m.sync_csc();
+4 -4
View File
@@ -42,10 +42,10 @@ class SpToDOp : public Base< typename T1::elem_type, SpToDOp<T1, op_type> >
template<typename eT2>
constexpr bool is_alias(const Mat<eT2>&) const { return false; }
arma_aligned const T1& m; //!< the operand; must be derived from SpBase
arma_aligned elem_type aux; //!< auxiliary data, using the element type as used by T1
arma_aligned uword aux_uword_a; //!< auxiliary data, uword format
arma_aligned uword aux_uword_b; //!< auxiliary data, uword format
const T1& m; //!< the operand; must be derived from SpBase
elem_type aux; //!< auxiliary data, using the element type as used by T1
uword aux_uword_a; //!< auxiliary data, uword format
uword aux_uword_b; //!< auxiliary data, uword format
};
+14 -41
View File
@@ -148,24 +148,17 @@ inline
SpValProxy<T1>&
SpValProxy<T1>::operator*=(const eT rhs)
{
if(rhs != eT(0))
if(val_ptr)
{
if(val_ptr)
{
// The value already exists and merely needs to be updated.
*val_ptr *= rhs;
parent.invalidate_cache();
check_zero();
}
*val_ptr *= rhs;
parent.invalidate_cache();
check_zero();
}
else
{
if(val_ptr)
{
// Since we are multiplying by zero, the value can be deleted.
parent.delete_element(row, col);
val_ptr = nullptr;
}
const eT val = eT(0) * rhs; // in case rhs is inf or nan
if(val != eT(0)) { val_ptr = &parent.insert_element(row, col, val); }
}
return *this;
@@ -178,37 +171,17 @@ inline
SpValProxy<T1>&
SpValProxy<T1>::operator/=(const eT rhs)
{
if(rhs != eT(0)) // I hope this is true!
if(val_ptr)
{
if(val_ptr)
{
*val_ptr /= rhs;
parent.invalidate_cache();
check_zero();
}
*val_ptr /= rhs;
parent.invalidate_cache();
check_zero();
}
else
{
if(val_ptr)
{
*val_ptr /= rhs; // That is where it gets ugly.
// Now check if it's 0.
if(*val_ptr == eT(0))
{
parent.delete_element(row, col);
val_ptr = nullptr;
}
}
else
{
eT val = eT(0) / rhs; // This may vary depending on type and implementation.
if(val != eT(0))
{
// Ok, now we have to insert it.
val_ptr = &parent.insert_element(row, col, val);
}
}
const eT val = eT(0) / rhs; // in case rhs is zero or nan
if(val != eT(0)) { val_ptr = &parent.insert_element(row, col, val); }
}
return *this;
+1
View File
@@ -130,6 +130,7 @@ class spop_strans;
class spop_htrans;
class spop_vectorise_row;
class spop_vectorise_col;
class spop_square;
class spop_rel_lt_pre;
class spop_rel_lt_post;
+11 -19
View File
@@ -267,20 +267,14 @@ arma_rng::set_seed_random()
{
try
{
union
{
seed_type a;
unsigned char b[sizeof(seed_type)];
} tmp;
tmp.a = seed_type(0);
char tmp[sizeof(seed_type)] = {};
std::ifstream f("/dev/urandom", std::ifstream::binary);
if(f.good()) { f.read((char*)(&(tmp.b[0])), sizeof(seed_type)); }
if(f.good()) { f.read(&(tmp[0]), sizeof(seed_type)); }
if(f.good()) { std::memcpy(&seed2, &(tmp[0]), sizeof(seed_type)); }
if(f.good()) { seed2 = tmp.a; }
have_seed = (seed2 != seed_type(0));
}
catch(...) {}
@@ -297,19 +291,17 @@ arma_rng::set_seed_random()
seed3 = static_cast<seed_type>( since_epoch_usec & 0xFFFF );
union
{
uword* a;
unsigned char b[sizeof(uword*)];
} tmp;
unsigned char* a = (unsigned char*)std::malloc(std::size_t(4096));
tmp.a = (uword*)malloc(sizeof(uword));
unsigned char b[sizeof(unsigned char*)] = {};
if(tmp.a != nullptr)
if(a != nullptr)
{
for(size_t i=0; i<sizeof(uword*); ++i) { seed4 += seed_type(tmp.b[i]); }
std::memcpy(&(b[0]), &a, sizeof(unsigned char*));
free(tmp.a);
for(size_t i=0; i<sizeof(unsigned char*); ++i) { seed4 += seed_type(b[i]); }
std::free(a);
}
}
+3 -3
View File
@@ -22,9 +22,9 @@
#define ARMA_VERSION_MAJOR 14
#define ARMA_VERSION_MINOR 2
#define ARMA_VERSION_PATCH 0
#define ARMA_VERSION_NAME "Smooth Caffeine"
#define ARMA_VERSION_MINOR 4
#define ARMA_VERSION_PATCH 4
#define ARMA_VERSION_NAME "Filtered Espresso"
+10 -1
View File
@@ -239,7 +239,7 @@ arrayops::convert(out_eT* dest, const in_eT* src, const uword n_elem)
{
const out_eT* src2 = (const out_eT*)src;
if(dest != src2) { arrayops::copy(dest, src2, n_elem); }
arrayops::copy(dest, src2, n_elem);
return;
}
@@ -304,6 +304,15 @@ inline
void
arrayops::convert_cx(out_eT* dest, const in_eT* src, const uword n_elem)
{
if(is_same_type<out_eT,in_eT>::value)
{
const out_eT* src2 = (const out_eT*)src;
arrayops::copy(dest, src2, n_elem);
return;
}
uword j;
for(j=1; j<n_elem; j+=2)
+4
View File
@@ -7668,6 +7668,8 @@ inline
void_ptr
ptr_cast(blas_int (*function)(const T*, const T*, const T*))
{
// TODO: investigate replacement of union-based conversion
union converter
{
blas_int (*fn)(const T*, const T*, const T*);
@@ -7689,6 +7691,8 @@ inline
void_ptr
ptr_cast(blas_int (*function)(const std::complex<T>*, const std::complex<T>*))
{
// TODO: investigate replacement of union-based conversion
union converter
{
blas_int (*fn)(const std::complex<T>*, const std::complex<T>*);
+1 -1
View File
@@ -242,7 +242,7 @@ compress(Mat<eT>& AB, const Mat<eT>& A, const uword KL, const uword KU, const bo
// http://www.netlib.org/lapack/lug/node124.html
// for ?gbsv, matrix AB size: 2*KL+KU+1 x N; band representation of A stored in rows KL+1 to 2*KL+KU+1 (note: fortran counts from 1)
// for ?gbsvx, matrix AB size: KL+KU+1 x N; band representaiton of A stored in rows 1 to KL+KU+1 (note: fortran counts from 1)
// for ?gbsvx, matrix AB size: KL+KU+1 x N; band representation of A stored in rows 1 to KL+KU+1 (note: fortran counts from 1)
//
// the +1 in the above formulas is to take into account the main diagonal
+1 -5
View File
@@ -169,7 +169,7 @@
// https://gcc.gnu.org/bugzilla/show_bug.cgi?id=57580
#if (ARMA_GCC_VERSION < 80100)
#pragma message("INFO: support for GCC versions older than 8.1 is deprecated"
#pragma message("INFO: support for GCC versions older than 8.1 is deprecated")
#endif
#define ARMA_GOOD_COMPILER
@@ -477,10 +477,6 @@
#undef major
// optionally allow disabling of compile-time deprecation messages (not recommended)
// NOTE: option 'ARMA_IGNORE_DEPRECATED_MARKER' will be removed
// NOTE: disabling deprecation messages is counter-productive
#if defined(ARMA_IGNORE_DEPRECATED_MARKER)
#undef arma_deprecated
#define arma_deprecated
+17 -7
View File
@@ -211,7 +211,7 @@
#if defined(ARMA_DEFAULT_OSTREAM)
#pragma message ("WARNING: support for ARMA_DEFAULT_OSTREAM is deprecated and will be removed;")
#pragma message ("WARNING: option ARMA_DEFAULT_OSTREAM is deprecated and will be removed;")
#pragma message ("WARNING: use ARMA_COUT_STREAM and ARMA_CERR_STREAM instead")
#endif
@@ -290,7 +290,7 @@
// for compatibility with earlier versions of Armadillo
#if defined(ARMA_DONT_USE_CXX11_MUTEX)
#pragma message ("WARNING: support for ARMA_DONT_USE_CXX11_MUTEX is deprecated and will be removed;")
#pragma message ("WARNING: option ARMA_DONT_USE_CXX11_MUTEX is deprecated and will be removed;")
#pragma message ("WARNING: use ARMA_DONT_USE_STD_MUTEX instead")
#undef ARMA_USE_STD_MUTEX
#endif
@@ -303,6 +303,18 @@
#undef ARMA_64BIT_WORD
#endif
#if (defined(ARMA_BLAS_LONG_LONG) && defined(ARMA_USE_WRAPPER))
#pragma message ("WARNING: use of ARMA_BLAS_LONG_LONG in conjunction with ARMA_USE_WRAPPER is not supported")
#endif
#if (defined(ARMA_BLAS_64BIT_INT) && defined(ARMA_USE_WRAPPER))
#pragma message ("WARNING: use of ARMA_BLAS_64BIT_INT in conjunction with ARMA_USE_WRAPPER is not supported")
#endif
#if (defined(ARMA_SUPERLU_64BIT_INT) && defined(ARMA_USE_WRAPPER))
#pragma message ("WARNING: use of ARMA_SUPERLU_64BIT_INT in conjunction with ARMA_USE_WRAPPER is not supported")
#endif
// for compatibility with earlier versions of Armadillo
#if defined(ARMA_BLAS_LONG) || defined(ARMA_BLAS_LONG_LONG)
#undef ARMA_BLAS_64BIT_INT
@@ -366,11 +378,9 @@
#undef ARMA_CRIPPLED_LAPACK
#endif
#if defined(ARMA_CRIPPLED_LAPACK)
#if (!defined(ARMA_IGNORE_DEPRECATED_MARKER))
#pragma message ("option ARMA_CRIPPLED_LAPACK is deprecated and will be removed")
#endif
#endif
// WARNING: option ARMA_CRIPPLED_LAPACK is deprecated and will be removed
// WARNING: option ARMA_IGNORE_DEPRECATED_MARKER is deprecated and will be removed
// if Armadillo was installed on this system via CMake and ARMA_USE_WRAPPER is not defined,
+17 -7
View File
@@ -211,7 +211,7 @@
#if defined(ARMA_DEFAULT_OSTREAM)
#pragma message ("WARNING: support for ARMA_DEFAULT_OSTREAM is deprecated and will be removed;")
#pragma message ("WARNING: option ARMA_DEFAULT_OSTREAM is deprecated and will be removed;")
#pragma message ("WARNING: use ARMA_COUT_STREAM and ARMA_CERR_STREAM instead")
#endif
@@ -290,7 +290,7 @@
// for compatibility with earlier versions of Armadillo
#if defined(ARMA_DONT_USE_CXX11_MUTEX)
#pragma message ("WARNING: support for ARMA_DONT_USE_CXX11_MUTEX is deprecated and will be removed;")
#pragma message ("WARNING: option ARMA_DONT_USE_CXX11_MUTEX is deprecated and will be removed;")
#pragma message ("WARNING: use ARMA_DONT_USE_STD_MUTEX instead")
#undef ARMA_USE_STD_MUTEX
#endif
@@ -303,6 +303,18 @@
#undef ARMA_64BIT_WORD
#endif
#if (defined(ARMA_BLAS_LONG_LONG) && defined(ARMA_USE_WRAPPER))
#pragma message ("WARNING: use of ARMA_BLAS_LONG_LONG in conjunction with ARMA_USE_WRAPPER is not supported")
#endif
#if (defined(ARMA_BLAS_64BIT_INT) && defined(ARMA_USE_WRAPPER))
#pragma message ("WARNING: use of ARMA_BLAS_64BIT_INT in conjunction with ARMA_USE_WRAPPER is not supported")
#endif
#if (defined(ARMA_SUPERLU_64BIT_INT) && defined(ARMA_USE_WRAPPER))
#pragma message ("WARNING: use of ARMA_SUPERLU_64BIT_INT in conjunction with ARMA_USE_WRAPPER is not supported")
#endif
// for compatibility with earlier versions of Armadillo
#if defined(ARMA_BLAS_LONG) || defined(ARMA_BLAS_LONG_LONG)
#undef ARMA_BLAS_64BIT_INT
@@ -366,11 +378,9 @@
#undef ARMA_CRIPPLED_LAPACK
#endif
#if defined(ARMA_CRIPPLED_LAPACK)
#if (!defined(ARMA_IGNORE_DEPRECATED_MARKER))
#pragma message ("option ARMA_CRIPPLED_LAPACK is deprecated and will be removed")
#endif
#endif
// WARNING: option ARMA_CRIPPLED_LAPACK is deprecated and will be removed
// WARNING: option ARMA_IGNORE_DEPRECATED_MARKER is deprecated and will be removed
// if Armadillo was installed on this system via CMake and ARMA_USE_WRAPPER is not defined,
+8 -8
View File
@@ -919,12 +919,12 @@ extern "C"
void arma_fortran(arma_zhetri)(const char* uplo, const blas_int* n, blas_cxd* a, const blas_int* lda, const blas_int* ipiv, blas_cxd* work, blas_int* info, blas_len uplo_len) ARMA_NOEXCEPT;
// rcond of symmetric matrix using pre-computed factorisation (real)
void arma_fortran(arma_ssycon)(const char* uplo, const blas_int* n, float* a, const blas_int* lda, const blas_int* ipiv, const float* anorm, float* rcond, float* work, blas_int* iwork, blas_int* info, blas_len uplo_len) ARMA_NOEXCEPT;
void arma_fortran(arma_dsycon)(const char* uplo, const blas_int* n, double* a, const blas_int* lda, const blas_int* ipiv, const double* anorm, double* rcond, double* work, blas_int* iwork, blas_int* info, blas_len uplo_len) ARMA_NOEXCEPT;
void arma_fortran(arma_ssycon)(const char* uplo, const blas_int* n, const float* a, const blas_int* lda, const blas_int* ipiv, const float* anorm, float* rcond, float* work, blas_int* iwork, blas_int* info, blas_len uplo_len) ARMA_NOEXCEPT;
void arma_fortran(arma_dsycon)(const char* uplo, const blas_int* n, const double* a, const blas_int* lda, const blas_int* ipiv, const double* anorm, double* rcond, double* work, blas_int* iwork, blas_int* info, blas_len uplo_len) ARMA_NOEXCEPT;
// rcond of hermitian matrix using pre-computed factorisation (complex)
void arma_fortran(arma_checon)(const char* uplo, const blas_int* n, blas_cxf* a, const blas_int* lda, const blas_int* ipiv, const float* anorm, float* rcond, blas_cxf* work, blas_int* info, blas_len uplo_len) ARMA_NOEXCEPT;
void arma_fortran(arma_zhecon)(const char* uplo, const blas_int* n, blas_cxd* a, const blas_int* lda, const blas_int* ipiv, const double* anorm, double* rcond, blas_cxd* work, blas_int* info, blas_len uplo_len) ARMA_NOEXCEPT;
void arma_fortran(arma_checon)(const char* uplo, const blas_int* n, const blas_cxf* a, const blas_int* lda, const blas_int* ipiv, const float* anorm, float* rcond, blas_cxf* work, blas_int* info, blas_len uplo_len) ARMA_NOEXCEPT;
void arma_fortran(arma_zhecon)(const char* uplo, const blas_int* n, const blas_cxd* a, const blas_int* lda, const blas_int* ipiv, const double* anorm, double* rcond, blas_cxd* work, blas_int* info, blas_len uplo_len) ARMA_NOEXCEPT;
#else
@@ -1275,12 +1275,12 @@ extern "C"
void arma_fortran(arma_zhetri)(const char* uplo, const blas_int* n, blas_cxd* a, const blas_int* lda, const blas_int* ipiv, blas_cxd* work, blas_int* info) ARMA_NOEXCEPT;
// rcond of symmetric matrix using pre-computed factorisation (real)
void arma_fortran(arma_ssycon)(const char* uplo, const blas_int* n, float* a, const blas_int* lda, const blas_int* ipiv, const float* anorm, float* rcond, float* work, blas_int* iwork, blas_int* info) ARMA_NOEXCEPT;
void arma_fortran(arma_dsycon)(const char* uplo, const blas_int* n, double* a, const blas_int* lda, const blas_int* ipiv, const double* anorm, double* rcond, double* work, blas_int* iwork, blas_int* info) ARMA_NOEXCEPT;
void arma_fortran(arma_ssycon)(const char* uplo, const blas_int* n, const float* a, const blas_int* lda, const blas_int* ipiv, const float* anorm, float* rcond, float* work, blas_int* iwork, blas_int* info) ARMA_NOEXCEPT;
void arma_fortran(arma_dsycon)(const char* uplo, const blas_int* n, const double* a, const blas_int* lda, const blas_int* ipiv, const double* anorm, double* rcond, double* work, blas_int* iwork, blas_int* info) ARMA_NOEXCEPT;
// rcond of hermitian matrix using pre-computed factorisation (complex)
void arma_fortran(arma_checon)(const char* uplo, const blas_int* n, blas_cxf* a, const blas_int* lda, const blas_int* ipiv, const float* anorm, float* rcond, blas_cxf* work, blas_int* info) ARMA_NOEXCEPT;
void arma_fortran(arma_zhecon)(const char* uplo, const blas_int* n, blas_cxd* a, const blas_int* lda, const blas_int* ipiv, const double* anorm, double* rcond, blas_cxd* work, blas_int* info) ARMA_NOEXCEPT;
void arma_fortran(arma_checon)(const char* uplo, const blas_int* n, const blas_cxf* a, const blas_int* lda, const blas_int* ipiv, const float* anorm, float* rcond, blas_cxf* work, blas_int* info) ARMA_NOEXCEPT;
void arma_fortran(arma_zhecon)(const char* uplo, const blas_int* n, const blas_cxd* a, const blas_int* lda, const blas_int* ipiv, const double* anorm, double* rcond, blas_cxd* work, blas_int* info) ARMA_NOEXCEPT;
#endif
}
+12 -12
View File
@@ -19,20 +19,20 @@
extern "C"
{
extern void arma_wrapper(sgssv)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(dgssv)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(cgssv)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(zgssv)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(sgssv)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(dgssv)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(cgssv)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(zgssv)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(sgssvx)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, int*, char*, float*, float*, superlu::SuperMatrix*, superlu::SuperMatrix*, void*, int, superlu::SuperMatrix*, superlu::SuperMatrix*, float*, float*, float*, float*, superlu::GlobalLU_t*, superlu::mem_usage_t*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(dgssvx)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, int*, char*, double*, double*, superlu::SuperMatrix*, superlu::SuperMatrix*, void*, int, superlu::SuperMatrix*, superlu::SuperMatrix*, double*, double*, double*, double*, superlu::GlobalLU_t*, superlu::mem_usage_t*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(cgssvx)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, int*, char*, float*, float*, superlu::SuperMatrix*, superlu::SuperMatrix*, void*, int, superlu::SuperMatrix*, superlu::SuperMatrix*, float*, float*, float*, float*, superlu::GlobalLU_t*, superlu::mem_usage_t*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(zgssvx)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, int*, char*, double*, double*, superlu::SuperMatrix*, superlu::SuperMatrix*, void*, int, superlu::SuperMatrix*, superlu::SuperMatrix*, double*, double*, double*, double*, superlu::GlobalLU_t*, superlu::mem_usage_t*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(sgssvx)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, int*, char*, float*, float*, superlu::SuperMatrix*, superlu::SuperMatrix*, void*, superlu::int_t, superlu::SuperMatrix*, superlu::SuperMatrix*, float*, float*, float*, float*, superlu::GlobalLU_t*, superlu::mem_usage_t*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(dgssvx)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, int*, char*, double*, double*, superlu::SuperMatrix*, superlu::SuperMatrix*, void*, superlu::int_t, superlu::SuperMatrix*, superlu::SuperMatrix*, double*, double*, double*, double*, superlu::GlobalLU_t*, superlu::mem_usage_t*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(cgssvx)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, int*, char*, float*, float*, superlu::SuperMatrix*, superlu::SuperMatrix*, void*, superlu::int_t, superlu::SuperMatrix*, superlu::SuperMatrix*, float*, float*, float*, float*, superlu::GlobalLU_t*, superlu::mem_usage_t*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(zgssvx)(superlu::superlu_options_t*, superlu::SuperMatrix*, int*, int*, int*, char*, double*, double*, superlu::SuperMatrix*, superlu::SuperMatrix*, void*, superlu::int_t, superlu::SuperMatrix*, superlu::SuperMatrix*, double*, double*, double*, double*, superlu::GlobalLU_t*, superlu::mem_usage_t*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(sgstrf)(superlu::superlu_options_t*, superlu::SuperMatrix*, int, int, int*, void*, int, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::GlobalLU_t*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(dgstrf)(superlu::superlu_options_t*, superlu::SuperMatrix*, int, int, int*, void*, int, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::GlobalLU_t*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(cgstrf)(superlu::superlu_options_t*, superlu::SuperMatrix*, int, int, int*, void*, int, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::GlobalLU_t*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(zgstrf)(superlu::superlu_options_t*, superlu::SuperMatrix*, int, int, int*, void*, int, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::GlobalLU_t*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(sgstrf)(superlu::superlu_options_t*, superlu::SuperMatrix*, int, int, int*, void*, superlu::int_t, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::GlobalLU_t*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(dgstrf)(superlu::superlu_options_t*, superlu::SuperMatrix*, int, int, int*, void*, superlu::int_t, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::GlobalLU_t*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(cgstrf)(superlu::superlu_options_t*, superlu::SuperMatrix*, int, int, int*, void*, superlu::int_t, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::GlobalLU_t*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(zgstrf)(superlu::superlu_options_t*, superlu::SuperMatrix*, int, int, int*, void*, superlu::int_t, int*, int*, superlu::SuperMatrix*, superlu::SuperMatrix*, superlu::GlobalLU_t*, superlu::SuperLUStat_t*, superlu::int_t*);
extern void arma_wrapper(sgstrs)(superlu::trans_t, superlu::SuperMatrix*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, int*);
extern void arma_wrapper(dgstrs)(superlu::trans_t, superlu::SuperMatrix*, superlu::SuperMatrix*, int*, int*, superlu::SuperMatrix*, superlu::SuperLUStat_t*, int*);
+1 -1
View File
@@ -29,7 +29,7 @@ class diagview : public Base< eT, diagview<eT> >
typedef eT elem_type;
typedef typename get_pod_type<eT>::result pod_type;
arma_aligned const Mat<eT>& m;
const Mat<eT>& m;
static constexpr bool is_row = false;
static constexpr bool is_col = true;
+1 -1
View File
@@ -586,7 +586,7 @@ diagview<eT>::extract(Mat<eT>& out, const diagview<eT>& in)
arma_debug_sigprint();
// NOTE: we're assuming that the matrix has already been set to the correct size and there is no aliasing;
// size setting and alias checking is done by either the Mat contructor or operator=()
// size setting and alias checking is done by either the Mat constructor or operator=()
const Mat<eT>& in_m = in.m;
+4 -4
View File
@@ -336,7 +336,7 @@ diskio::guess_file_type_internal(std::istream& f)
// ssv_ascii has to be before csv_ascii;
// if the data has semicolons, it suggests a CSV file with semicolon as the separating character;
// the semicolon may be used to allow the comma character to represent the decimal seperator (eg. 1,2345 vs 1.2345)
// the semicolon may be used to allow the comma character to represent the decimal separator (eg. 1,2345 vs 1.2345)
if(has_semicolon && (has_bracket == false)) { return ssv_ascii; }
@@ -479,7 +479,7 @@ diskio::convert_token(eT& val, const std::string& token)
// {
// // std::from_chars() doesn't handle leading whitespace
// // std::from_chars() doesn't handle leading + sign
// // std::from_chars() handles only the decimal point (.) as the decimal seperator
// // std::from_chars() handles only the decimal point (.) as the decimal separator
//
// const char str0 = str[0];
// const bool start_ok = ((str0 != ' ') && (str0 != '\t') && (str0 != '+'));
@@ -3690,7 +3690,7 @@ diskio::load_arma_binary(SpMat<eT>& x, std::istream& f, std::string& err_msg)
{
arma_debug_print("detected inconsistent data while loading; re-reading integer parts as u32");
// inconstency could be due to a different uword size used during saving,
// inconsistency could be due to a different uword size used during saving,
// so try loading the row_indices and col_ptrs under the assumption of 32 bit unsigned integers
f.clear();
@@ -4483,7 +4483,7 @@ diskio::load_hdf5_binary(Cube<eT>& x, const hdf5_name& spec, std::string& err_ms
return false;
}
if(ndims == 1) { dims[1] = 1; dims[2] = 1; } // Vector case; one row/colum, several slices
if(ndims == 1) { dims[1] = 1; dims[2] = 1; } // Vector case; one row/column, several slices
if(ndims == 2) { dims[2] = 1; } // Matrix case; one column, several rows/slices
try { x.set_size(dims[2], dims[1], dims[0]); } catch(...) { err_msg = "not enough memory"; return false; }
+4 -2
View File
@@ -27,13 +27,15 @@ class eGlueCube : public BaseCube< typename T1::elem_type, eGlueCube<T1, T2, egl
typedef typename T1::elem_type elem_type;
typedef typename get_pod_type<elem_type>::result pod_type;
typedef ProxyCube<T1> proxy1_type;
typedef ProxyCube<T2> proxy2_type;
static constexpr bool use_at = (ProxyCube<T1>::use_at || ProxyCube<T2>::use_at );
static constexpr bool use_mp = (ProxyCube<T1>::use_mp || ProxyCube<T2>::use_mp );
static constexpr bool has_subview = (ProxyCube<T1>::has_subview || ProxyCube<T2>::has_subview);
arma_aligned const ProxyCube<T1> P1;
arma_aligned const ProxyCube<T2> P2;
const ProxyCube<T1> P1;
const ProxyCube<T2> P2;
arma_inline ~eGlueCube();
arma_inline eGlueCube(const T1& in_A, const T2& in_B);
+2 -2
View File
@@ -38,8 +38,8 @@ class eGlue : public Base< typename T1::elem_type, eGlue<T1, T2, eglue_type> >
static constexpr bool is_row = (Proxy<T1>::is_row || Proxy<T2>::is_row );
static constexpr bool is_xvec = (Proxy<T1>::is_xvec || Proxy<T2>::is_xvec);
arma_aligned const Proxy<T1> P1;
arma_aligned const Proxy<T2> P2;
const Proxy<T1> P1;
const Proxy<T2> P2;
arma_inline ~eGlue();
arma_inline eGlue(const T1& in_A, const T2& in_B);
+6 -5
View File
@@ -28,16 +28,17 @@ class eOpCube : public BaseCube< typename T1::elem_type, eOpCube<T1, eop_type> >
typedef typename T1::elem_type elem_type;
typedef typename get_pod_type<elem_type>::result pod_type;
typedef ProxyCube<T1> proxy_type;
static constexpr bool use_at = ProxyCube<T1>::use_at;
static constexpr bool use_mp = ProxyCube<T1>::use_mp || eop_type::use_mp;
static constexpr bool has_subview = ProxyCube<T1>::has_subview;
arma_aligned const ProxyCube<T1> P;
arma_aligned elem_type aux; //!< storage of auxiliary data, user defined format
arma_aligned uword aux_uword_a; //!< storage of auxiliary data, uword format
arma_aligned uword aux_uword_b; //!< storage of auxiliary data, uword format
arma_aligned uword aux_uword_c; //!< storage of auxiliary data, uword format
const ProxyCube<T1> P;
elem_type aux; //!< storage of auxiliary data, user defined format
uword aux_uword_a; //!< storage of auxiliary data, uword format
uword aux_uword_b; //!< storage of auxiliary data, uword format
uword aux_uword_c; //!< storage of auxiliary data, uword format
inline ~eOpCube();
inline explicit eOpCube(const BaseCube<typename T1::elem_type, T1>& in_m);
+4 -5
View File
@@ -38,11 +38,10 @@ class eOp : public Base< typename T1::elem_type, eOp<T1, eop_type> >
static constexpr bool is_col = Proxy<T1>::is_col;
static constexpr bool is_xvec = Proxy<T1>::is_xvec;
arma_aligned const Proxy<T1> P;
arma_aligned elem_type aux; //!< storage of auxiliary data, user defined format
arma_aligned uword aux_uword_a; //!< storage of auxiliary data, uword format
arma_aligned uword aux_uword_b; //!< storage of auxiliary data, uword format
const Proxy<T1> P;
elem_type aux; //!< storage of auxiliary data, user defined format
uword aux_uword_a; //!< storage of auxiliary data, uword format
uword aux_uword_b; //!< storage of auxiliary data, uword format
inline ~eOp();
inline explicit eOp(const T1& in_m);
+2 -2
View File
@@ -267,7 +267,7 @@ eglue_core<eglue_type>::apply(outT& out, const eGlue<T1, T2, eglue_type>& x)
constexpr bool use_mp = (Proxy<T1>::use_mp || Proxy<T2>::use_mp) && (arma_config::openmp);
// NOTE: we're assuming that the matrix has already been set to the correct size and there is no aliasing;
// size setting and alias checking is done by either the Mat contructor or operator=()
// size setting and alias checking is done by either the Mat constructor or operator=()
eT* out_mem = out.memptr();
@@ -759,7 +759,7 @@ eglue_core<eglue_type>::apply(Cube<typename T1::elem_type>& out, const eGlueCube
constexpr bool use_mp = (ProxyCube<T1>::use_mp || ProxyCube<T2>::use_mp) && (arma_config::openmp);
// NOTE: we're assuming that the cube has already been set to the correct size and there is no aliasing;
// size setting and alias checking is done by either the Cube contructor or operator=()
// size setting and alias checking is done by either the Cube constructor or operator=()
eT* out_mem = out.memptr();
+1 -1
View File
@@ -158,7 +158,7 @@ class eop_aux
{
//arma_debug_sigprint();
// acording to IEEE Standard for Floating-Point Arithmetic (IEEE 754)
// according to IEEE Standard for Floating-Point Arithmetic (IEEE 754)
// the mantissa length for double is 53 bits = std::numeric_limits<double>::digits
// the mantissa length for float is 24 bits = std::numeric_limits<float >::digits
+2 -2
View File
@@ -250,7 +250,7 @@ eop_core<eop_type>::apply(outT& out, const eOp<T1, eop_type>& x)
typedef typename T1::elem_type eT;
// NOTE: we're assuming that the matrix has already been set to the correct size and there is no aliasing;
// size setting and alias checking is done by either the Mat contructor or operator=()
// size setting and alias checking is done by either the Mat constructor or operator=()
const eT k = x.aux;
eT* out_mem = out.memptr();
@@ -626,7 +626,7 @@ eop_core<eop_type>::apply(Cube<typename T1::elem_type>& out, const eOpCube<T1, e
typedef typename T1::elem_type eT;
// NOTE: we're assuming that the matrix has already been set to the correct size and there is no aliasing;
// size setting and alias checking is done by either the Mat contructor or operator=()
// size setting and alias checking is done by either the Mat constructor or operator=()
const eT k = x.aux;
eT* out_mem = out.memptr();
+36 -3
View File
@@ -49,14 +49,47 @@ class fft_engine_fftw3
podarray<cx_type> X_work; // for storing copy of input (can be overwritten by FFTW3)
podarray<cx_type> Y_work; // for storing output
inline
void
finish()
{
arma_debug_sigprint();
if(fftw3_plan != nullptr)
{
arma_debug_print("fft_engine_fftw3::finish(): destroying plan");
fftw3::destroy_plan<cx_type>(fftw3_plan);
}
// arma_debug_print("fft_engine_fftw3::finish(): cleanup");
// fftw3::cleanup<cx_type>(); // NOTE: this also removes any wisdom acquired by FFTW3
}
inline
~fft_engine_fftw3()
{
arma_debug_sigprint();
if(fftw3_plan != nullptr) { fftw3::destroy_plan<cx_type>(fftw3_plan); }
// fftw3::cleanup<cx_type>(); // NOTE: this also removes any wisdom acquired by FFTW3
#if defined(ARMA_USE_OPENMP)
{
#pragma omp critical (arma_fft_engine_fftw3)
{
(*this).finish();
}
}
#elif defined(ARMA_USE_STD_MUTEX)
{
std::mutex& plan_mutex = fft_engine_fftw3_aux::get_plan_mutex();
const std::lock_guard<std::mutex> lock(plan_mutex);
(*this).finish();
}
#else
{
(*this).finish();
}
#endif
}
inline
+14 -10
View File
@@ -21,13 +21,6 @@
struct field_prealloc_n_elem
{
static constexpr uword val = 16;
};
//! A lightweight 1D/2D/3D container for arbitrary objects
//! (the objects must have a copy constructor)
@@ -46,8 +39,7 @@ class field
private:
arma_aligned oT** mem; //!< pointers to stored objects
arma_aligned oT* mem_local[ field_prealloc_n_elem::val ]; //!< local storage, for small fields
arma_aligned oT** mem; //!< pointers to stored objects
public:
@@ -67,12 +59,24 @@ class field
inline explicit field(const SizeMat& s);
inline explicit field(const SizeCube& s);
inline field& set_size(const uword n_obj_in);
inline field& set_size(const uword n_elem_in);
inline field& set_size(const uword n_rows_in, const uword n_cols_in);
inline field& set_size(const uword n_rows_in, const uword n_cols_in, const uword n_slices_in);
inline field& set_size(const SizeMat& s);
inline field& set_size(const SizeCube& s);
inline field& reshape(const uword n_elem_in);
inline field& reshape(const uword n_rows_in, const uword n_cols_in);
inline field& reshape(const uword n_rows_in, const uword n_cols_in, const uword n_slices_in);
inline field& reshape(const SizeMat& s);
inline field& reshape(const SizeCube& s);
inline field& resize(const uword n_elem_in);
inline field& resize(const uword n_rows_in, const uword n_cols_in);
inline field& resize(const uword n_rows_in, const uword n_cols_in, const uword n_slices_in);
inline field& resize(const SizeMat& s);
inline field& resize(const SizeCube& s);
inline field(const std::vector<oT>& x);
inline field& operator=(const std::vector<oT>& x);
+199 -71
View File
@@ -28,7 +28,7 @@ field<oT>::~field()
delete_objects();
if(n_elem > field_prealloc_n_elem::val) { delete [] mem; }
if(n_elem > 0) { delete [] mem; }
// try to expose buggy user code that accesses deleted objects
mem = nullptr;
@@ -272,6 +272,173 @@ field<oT>::set_size(const SizeCube& s)
template<typename oT>
inline
field<oT>&
field<oT>::reshape(const uword n_elem_in)
{
arma_debug_sigprint();
return (*this).reshape(n_elem_in, 1, 1);
}
template<typename oT>
inline
field<oT>&
field<oT>::reshape(const uword n_rows_in, const uword n_cols_in)
{
arma_debug_sigprint();
return (*this).reshape(n_rows_in, n_cols_in, 1);
}
template<typename oT>
inline
field<oT>&
field<oT>::reshape(const uword n_rows_in, const uword n_cols_in, const uword n_slices_in)
{
arma_debug_sigprint(arma_str::format("n_rows_in: %u; n_cols_in: %u; n_slices_in: %u") % n_rows_in % n_cols_in % n_slices_in);
if((n_rows == n_rows_in) && (n_cols == n_cols_in) && (n_slices == n_slices_in))
{
// do nothing
}
else
if((n_elem == 0) || ((n_rows == n_cols_in) && (n_cols == n_rows_in) && (n_slices == n_slices_in)))
{
init(n_rows_in, n_cols_in, n_slices_in);
}
else
{
field<oT> tmp(n_rows_in, n_cols_in, n_slices_in);
const uword n_elem_to_copy = (std::min)((*this).n_elem, tmp.n_elem);
for(uword i=0; i < n_elem_to_copy; ++i) { tmp.at(i) = std::move((*this).at(i)); }
(*this) = std::move(tmp);
}
return *this;
}
template<typename oT>
inline
field<oT>&
field<oT>::reshape(const SizeMat& s)
{
arma_debug_sigprint();
return (*this).reshape(s.n_rows, s.n_cols, 1);
}
template<typename oT>
inline
field<oT>&
field<oT>::reshape(const SizeCube& s)
{
arma_debug_sigprint();
return (*this).reshape(s.n_rows, s.n_cols, s.n_slices);
}
template<typename oT>
inline
field<oT>&
field<oT>::resize(const uword n_elem_in)
{
arma_debug_sigprint();
return (*this).resize(n_elem_in, 1, 1);
}
template<typename oT>
inline
field<oT>&
field<oT>::resize(const uword n_rows_in, const uword n_cols_in)
{
arma_debug_sigprint();
return (*this).resize(n_rows_in, n_cols_in, 1);
}
template<typename oT>
inline
field<oT>&
field<oT>::resize(const uword n_rows_in, const uword n_cols_in, const uword n_slices_in)
{
arma_debug_sigprint(arma_str::format("n_rows_in: %u; n_cols_in: %u; n_slices_in: %u") % n_rows_in % n_cols_in % n_slices_in);
if((n_rows == n_rows_in) && (n_cols == n_cols_in) && (n_slices == n_slices_in))
{
// do nothing
}
else
if(n_elem == 0)
{
(*this).set_size(n_rows_in, n_cols_in, n_slices_in);
}
else
{
// better-than-nothing implementation
field<oT> tmp(n_rows_in, n_cols_in, n_slices_in);
if(tmp.n_elem > 0)
{
const uword end_row = (std::min)(n_rows_in, n_rows ) - 1;
const uword end_col = (std::min)(n_cols_in, n_cols ) - 1;
const uword end_slice = (std::min)(n_slices_in, n_slices) - 1;
tmp.subfield(0, 0, 0, end_row, end_col, end_slice) = (*this).subfield(0, 0, 0, end_row, end_col, end_slice);
}
(*this) = std::move(tmp);
}
return *this;
}
template<typename oT>
inline
field<oT>&
field<oT>::resize(const SizeMat& s)
{
arma_debug_sigprint();
return (*this).resize(s.n_rows, s.n_cols, 1);
}
template<typename oT>
inline
field<oT>&
field<oT>::resize(const SizeCube& s)
{
arma_debug_sigprint();
return (*this).resize(s.n_rows, s.n_cols, s.n_slices);
}
template<typename oT>
inline
field<oT>::field(const std::vector<oT>& x)
@@ -279,6 +446,7 @@ field<oT>::field(const std::vector<oT>& x)
, n_cols (0)
, n_slices(0)
, n_elem (0)
, mem (nullptr)
{
arma_debug_sigprint_this(this);
@@ -312,6 +480,7 @@ field<oT>::field(const std::initializer_list<oT>& list)
, n_cols (0)
, n_slices(0)
, n_elem (0)
, mem (nullptr)
{
arma_debug_sigprint_this(this);
@@ -347,6 +516,7 @@ field<oT>::field(const std::initializer_list< std::initializer_list<oT> >& list)
, n_cols (0)
, n_slices(0)
, n_elem (0)
, mem (nullptr)
{
arma_debug_sigprint_this(this);
@@ -412,19 +582,10 @@ field<oT>::field(field<oT>&& X)
, n_cols (X.n_cols )
, n_slices(X.n_slices)
, n_elem (X.n_elem )
, mem (X.mem )
{
arma_debug_sigprint(arma_str::format("this: %x; X: %x") % this % &X);
if(n_elem > field_prealloc_n_elem::val)
{
mem = X.mem;
}
else
{
arrayops::copy(&mem_local[0], &X.mem_local[0], n_elem);
mem = mem_local;
}
access::rw(X.n_rows ) = 0;
access::rw(X.n_cols ) = 0;
access::rw(X.n_slices) = 0;
@@ -450,15 +611,7 @@ field<oT>::operator=(field<oT>&& X)
access::rw(n_slices) = X.n_slices;
access::rw(n_elem ) = X.n_elem;
if(n_elem > field_prealloc_n_elem::val)
{
mem = X.mem;
}
else
{
arrayops::copy(&mem_local[0], &X.mem_local[0], n_elem);
mem = mem_local;
}
mem = X.mem;
access::rw(X.n_rows ) = 0;
access::rw(X.n_cols ) = 0;
@@ -531,7 +684,7 @@ field<oT>::at(const uword i) const
//! linear element accessor (treats the field as a vector); bounds checking not done when ARMA_NO_DEBUG is defined
//! linear element accessor (treats the field as a vector); bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename oT>
arma_inline
oT&
@@ -544,7 +697,7 @@ field<oT>::operator() (const uword i)
//! linear element accessor (treats the field as a vector); bounds checking not done when ARMA_NO_DEBUG is defined
//! linear element accessor (treats the field as a vector); bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename oT>
arma_inline
const oT&
@@ -557,7 +710,7 @@ field<oT>::operator() (const uword i) const
//! element accessor; bounds checking not done when ARMA_NO_DEBUG is defined
//! element accessor; bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename oT>
arma_inline
oT&
@@ -570,7 +723,7 @@ field<oT>::operator() (const uword in_row, const uword in_col)
//! element accessor; bounds checking not done when ARMA_NO_DEBUG is defined
//! element accessor; bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename oT>
arma_inline
const oT&
@@ -583,7 +736,7 @@ field<oT>::operator() (const uword in_row, const uword in_col) const
//! element accessor; bounds checking not done when ARMA_NO_DEBUG is defined
//! element accessor; bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename oT>
arma_inline
oT&
@@ -596,7 +749,7 @@ field<oT>::operator() (const uword in_row, const uword in_col, const uword in_sl
//! element accessor; bounds checking not done when ARMA_NO_DEBUG is defined
//! element accessor; bounds checking not done when ARMA_DONT_CHECK_CONFORMANCE is defined
template<typename oT>
arma_inline
const oT&
@@ -884,7 +1037,7 @@ field<oT>::rows(const uword in_row1, const uword in_row2)
arma_conform_check_bounds
(
( (in_row1 > in_row2) || (in_row2 >= n_rows) ),
"field::rows(): indicies out of bounds or incorrectly used"
"field::rows(): indices out of bounds or incorrectly used"
);
const uword sub_n_rows = in_row2 - in_row1 + 1;
@@ -907,7 +1060,7 @@ field<oT>::rows(const uword in_row1, const uword in_row2) const
arma_conform_check_bounds
(
( (in_row1 > in_row2) || (in_row2 >= n_rows) ),
"field::rows(): indicies out of bounds or incorrectly used"
"field::rows(): indices out of bounds or incorrectly used"
);
const uword sub_n_rows = in_row2 - in_row1 + 1;
@@ -930,7 +1083,7 @@ field<oT>::cols(const uword in_col1, const uword in_col2)
arma_conform_check_bounds
(
( (in_col1 > in_col2) || (in_col2 >= n_cols) ),
"field::cols(): indicies out of bounds or incorrectly used"
"field::cols(): indices out of bounds or incorrectly used"
);
const uword sub_n_cols = in_col2 - in_col1 + 1;
@@ -953,7 +1106,7 @@ field<oT>::cols(const uword in_col1, const uword in_col2) const
arma_conform_check_bounds
(
( (in_col1 > in_col2) || (in_col2 >= n_cols) ),
"field::cols(): indicies out of bounds or incorrectly used"
"field::cols(): indices out of bounds or incorrectly used"
);
const uword sub_n_cols = in_col2 - in_col1 + 1;
@@ -974,7 +1127,7 @@ field<oT>::slices(const uword in_slice1, const uword in_slice2)
arma_conform_check_bounds
(
( (in_slice1 > in_slice2) || (in_slice2 >= n_slices) ),
"field::slices(): indicies out of bounds or incorrectly used"
"field::slices(): indices out of bounds or incorrectly used"
);
const uword sub_n_slices = in_slice2 - in_slice1 + 1;
@@ -995,7 +1148,7 @@ field<oT>::slices(const uword in_slice1, const uword in_slice2) const
arma_conform_check_bounds
(
( (in_slice1 > in_slice2) || (in_slice2 >= n_slices) ),
"field::slices(): indicies out of bounds or incorrectly used"
"field::slices(): indices out of bounds or incorrectly used"
);
const uword sub_n_slices = in_slice2 - in_slice1 + 1;
@@ -1967,34 +2120,15 @@ field<oT>::init(const field<oT>& x)
{
arma_debug_sigprint();
if(this != &x)
{
const uword x_n_rows = x.n_rows;
const uword x_n_cols = x.n_cols;
const uword x_n_slices = x.n_slices;
init(x_n_rows, x_n_cols, x_n_slices);
field& t = *this;
if(x_n_slices == 1)
{
for(uword ucol=0; ucol < x_n_cols; ++ucol)
for(uword urow=0; urow < x_n_rows; ++urow)
{
t.at(urow,ucol) = x.at(urow,ucol);
}
}
else
{
for(uword uslice=0; uslice < x_n_slices; ++uslice)
for(uword ucol=0; ucol < x_n_cols; ++ucol )
for(uword urow=0; urow < x_n_rows; ++urow )
{
t.at(urow,ucol,uslice) = x.at(urow,ucol,uslice);
}
}
}
if(this == &x) { return; }
field& t = (*this);
t.init(x.n_rows, x.n_cols, x.n_slices);
const uword t_n_elem = t.n_elem;
for(uword i=0; i < t_n_elem; ++i) { t.at(i) = x.at(i); }
}
@@ -2046,13 +2180,11 @@ field<oT>::init(const uword n_rows_in, const uword n_cols_in, const uword n_slic
{
delete_objects();
if(n_elem > field_prealloc_n_elem::val) { delete [] mem; }
if(n_elem > 0) { delete [] mem; }
if(n_elem_new <= field_prealloc_n_elem::val)
{
mem = (n_elem_new == 0) ? nullptr : mem_local;
}
else
mem = nullptr;
if(n_elem_new > 0)
{
mem = new(std::nothrow) oT* [n_elem_new];
@@ -2079,11 +2211,7 @@ field<oT>::delete_objects()
for(uword i=0; i<n_elem; ++i)
{
if(mem[i] != nullptr)
{
delete mem[i];
mem[i] = nullptr;
}
if(mem[i] != nullptr) { delete mem[i]; mem[i] = nullptr; }
}
}
+184 -12
View File
@@ -258,20 +258,83 @@ accu(const T1& X)
{
arma_debug_sigprint();
const Proxy<T1> P(X);
if(is_Mat<typename Proxy<T1>::stored_type>::value || is_subview_col<typename Proxy<T1>::stored_type>::value)
if((is_Mat<T1>::value) || (is_subview_col<T1>::value) || (is_Mat<typename Proxy<T1>::stored_type>::value))
{
const quasi_unwrap<typename Proxy<T1>::stored_type> tmp(P.Q);
const quasi_unwrap<T1> U(X);
return arrayops::accumulate(tmp.M.memptr(), tmp.M.n_elem);
return arrayops::accumulate(U.M.memptr(), U.M.n_elem);
}
const Proxy<T1> P(X);
return (Proxy<T1>::use_at) ? accu_proxy_at(P) : accu_proxy_linear(P);
}
template<typename T1>
arma_warn_unused
inline
typename T1::elem_type
accu(const eOp<T1,eop_square>& expr)
{
arma_debug_sigprint();
typedef typename T1::elem_type eT;
typedef eOp<T1,eop_square> expr_type;
typedef typename expr_type::proxy_type::stored_type expr_P_stored_type;
if((is_Mat<expr_P_stored_type>::value) || (is_subview_col<expr_P_stored_type>::value))
{
const quasi_unwrap<expr_P_stored_type> U(expr.P.Q);
const eT* X_mem = U.M.memptr();
return op_dot::direct_dot(U.M.n_elem, X_mem, X_mem);
}
const Proxy<expr_type> P(expr);
return (Proxy<expr_type>::use_at) ? accu_proxy_at(P) : accu_proxy_linear(P);
}
template<typename T1>
arma_warn_unused
inline
typename T1::elem_type
accu(const eOp<T1,eop_pow>& expr)
{
arma_debug_sigprint();
typedef typename T1::elem_type eT;
typedef eOp<T1,eop_pow> expr_type;
if(expr.aux == eT(2))
{
typedef eOp<T1,eop_square> modified_expr_type;
return accu( reinterpret_cast< const modified_expr_type& >(expr) );
}
if((expr.aux == eT(0.5)) && is_non_integral<eT>::value)
{
typedef eOp<T1,eop_sqrt> modified_expr_type;
return accu( reinterpret_cast< const modified_expr_type& >(expr) );
}
const Proxy<expr_type> P(expr);
return (Proxy<expr_type>::use_at) ? accu_proxy_at(P) : accu_proxy_linear(P);
}
//! explicit handling of multiply-and-accumulate
template<typename T1, typename T2>
arma_warn_unused
@@ -836,20 +899,83 @@ accu(const BaseCube<typename T1::elem_type,T1>& X)
{
arma_debug_sigprint();
const ProxyCube<T1> P(X.get_ref());
if(is_Cube<typename ProxyCube<T1>::stored_type>::value)
if((is_Cube<T1>::value) || (is_Cube<typename ProxyCube<T1>::stored_type>::value))
{
unwrap_cube<typename ProxyCube<T1>::stored_type> tmp(P.Q);
const unwrap_cube<T1> U(X.get_ref());
return arrayops::accumulate(tmp.M.memptr(), tmp.M.n_elem);
return arrayops::accumulate(U.M.memptr(), U.M.n_elem);
}
const ProxyCube<T1> P(X.get_ref());
return (ProxyCube<T1>::use_at) ? accu_cube_proxy_at(P) : accu_cube_proxy_linear(P);
}
template<typename T1>
arma_warn_unused
inline
typename T1::elem_type
accu(const eOpCube<T1,eop_square>& expr)
{
arma_debug_sigprint();
typedef typename T1::elem_type eT;
typedef eOpCube<T1,eop_square> expr_type;
typedef typename expr_type::proxy_type::stored_type expr_P_stored_type;
if(is_Cube<expr_P_stored_type>::value)
{
const unwrap_cube<expr_P_stored_type> U(expr.P.Q);
const eT* X_mem = U.M.memptr();
return op_dot::direct_dot(U.M.n_elem, X_mem, X_mem);
}
const ProxyCube<expr_type> P(expr);
return (ProxyCube<expr_type>::use_at) ? accu_cube_proxy_at(P) : accu_cube_proxy_linear(P);
}
template<typename T1>
arma_warn_unused
inline
typename T1::elem_type
accu(const eOpCube<T1,eop_pow>& expr)
{
arma_debug_sigprint();
typedef typename T1::elem_type eT;
typedef eOpCube<T1,eop_pow> expr_type;
if(expr.aux == eT(2))
{
typedef eOpCube<T1,eop_square> modified_expr_type;
return accu( reinterpret_cast< const modified_expr_type& >(expr) );
}
if((expr.aux == eT(0.5)) && is_non_integral<eT>::value)
{
typedef eOpCube<T1,eop_sqrt> modified_expr_type;
return accu( reinterpret_cast< const modified_expr_type& >(expr) );
}
const ProxyCube<expr_type> P(expr);
return (ProxyCube<expr_type>::use_at) ? accu_cube_proxy_at(P) : accu_cube_proxy_linear(P);
}
//! explicit handling of multiply-and-accumulate (cube version)
template<typename T1, typename T2>
arma_warn_unused
@@ -861,8 +987,8 @@ accu(const eGlueCube<T1,T2,eglue_schur>& expr)
typedef eGlueCube<T1,T2,eglue_schur> expr_type;
typedef typename ProxyCube<T1>::stored_type P1_stored_type;
typedef typename ProxyCube<T2>::stored_type P2_stored_type;
typedef typename expr_type::proxy1_type::stored_type P1_stored_type;
typedef typename expr_type::proxy2_type::stored_type P2_stored_type;
if(is_Cube<P1_stored_type>::value && is_Cube<P2_stored_type>::value)
{
@@ -993,6 +1119,24 @@ accu(const SpGlue<T1,T2,spglue_schur>& expr)
const SpProxy<T1> px(expr.A);
const SpProxy<T2> py(expr.B);
arma_conform_assert_same_size(px.get_n_rows(), px.get_n_cols(), py.get_n_rows(), py.get_n_cols(), "element-wise multiplication");
if( (px.get_n_nonzero() == 0) && (py.get_n_nonzero() == 0) ) { return eT(0); }
typedef typename SpProxy<T1>::stored_type px_Q_type;
typedef typename SpProxy<T2>::stored_type py_Q_type;
if(is_SpMat<px_Q_type>::value && is_SpMat<py_Q_type>::value)
{
const unwrap_spmat<px_Q_type> UX(px.Q);
const unwrap_spmat<py_Q_type> UY(py.Q);
const SpMat<eT>& X = UX.M;
const SpMat<eT>& Y = UY.M;
if(&X == &Y) { return op_dot::direct_dot(X.n_nonzero, X.values, X.values); }
}
typename SpProxy<T1>::const_iterator_type x_it = px.begin();
typename SpProxy<T1>::const_iterator_type x_it_end = px.end();
@@ -1020,10 +1164,14 @@ accu(const SpGlue<T1,T2,spglue_schur>& expr)
if((x_it_col < y_it_col) || ((x_it_col == y_it_col) && (x_it_row < y_it_row))) // if y is closer to the end
{
acc += (*x_it) * eT(0); // in case (*x_it) is inf or nan
++x_it;
}
else // x is closer to the end
{
acc += eT(0) * (*y_it); // in case (*y_it) is inf or nan
++y_it;
}
}
@@ -1051,6 +1199,30 @@ accu(const SpOp<T1, spop_type>& expr)
if(is_vectorise) { return accu(expr.m); }
if(is_same_type<spop_type, spop_square>::yes)
{
const SpProxy<T1> P(expr.m);
const uword N = P.get_n_nonzero();
if(N == 0) { return eT(0); }
if(SpProxy<T1>::use_iterator == false)
{
return op_dot::direct_dot(N, P.get_values(), P.get_values());
}
else
{
typename SpProxy<T1>::const_iterator_type it = P.begin();
eT val = eT(0);
for(uword i=0; i < N; ++i) { const eT tmp = (*it); val += (tmp*tmp); ++it; }
return val;
}
}
const SpMat<eT> tmp = expr;
return accu(tmp);
+23
View File
@@ -28,6 +28,9 @@ class conv_to
{
public:
template<typename in_eT>
arma_frown("use as_scalar() instead") inline static out_eT from(const in_eT& in, const typename arma_scalar_only<in_eT>::result* junk = nullptr);
template<typename in_eT, typename T1>
arma_frown("use as_scalar() instead") inline static out_eT from(const Base<in_eT, T1>& in, const typename arma_not_cx<in_eT>::result* junk = nullptr);
@@ -43,6 +46,26 @@ class conv_to
template<typename out_eT>
template<typename in_eT>
arma_warn_unused
inline
out_eT
conv_to<out_eT>::from(const in_eT& in, const typename arma_scalar_only<in_eT>::result* junk)
{
arma_debug_sigprint();
arma_ignore(junk);
arma_type_check(( is_supported_elem_type<out_eT>::value == false ));
// NOTE: this is meant only as a workaround for old user code;
// NOTE: it doesn't handle conversions from complex to real
return out_eT(in);
}
template<typename out_eT>
template<typename in_eT, typename T1>
arma_warn_unused
+2 -2
View File
@@ -38,7 +38,7 @@ diags(const Base<typename T1::elem_type, T1>& V_expr, const Base<sword,T2>& D_ex
arma_conform_check( ((D.is_vec() == false) && (D.is_empty() == false)), "D must be a vector" );
arma_conform_check( (V.n_cols != D.n_elem), "number of colums in matrix V must match the length of vector D" );
arma_conform_check( (V.n_cols != D.n_elem), "number of columns in matrix V must match the length of vector D" );
Mat<eT> out(n_rows, n_cols, fill::zeros);
@@ -93,7 +93,7 @@ spdiags(const Base<typename T1::elem_type, T1>& V_expr, const Base<sword,T2>& D_
arma_conform_check( ((D.is_vec() == false) && (D.is_empty() == false)), "D must be a vector" );
arma_conform_check( (V.n_cols != D.n_elem), "number of colums in matrix V must match the length of vector D" );
arma_conform_check( (V.n_cols != D.n_elem), "number of columns in matrix V must match the length of vector D" );
MapMat<eT> tmp(n_rows, n_cols);
+1 -1
View File
@@ -256,7 +256,7 @@ dot
if( &A == &B )
{
// We can do it directly!
return op_dot::direct_dot_arma(A.n_nonzero, A.values, A.values);
return op_dot::direct_dot(A.n_nonzero, A.values, A.values);
}
else
{
+68 -116
View File
@@ -52,12 +52,12 @@ real(const BaseCube<typename T1::pod_type, T1>& X)
template<typename T1>
arma_warn_unused
arma_inline
const T1&
real(const SpBase<typename T1::pod_type,T1>& A)
typename enable_if2< (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::no), const T1& >::result
real(const T1& X)
{
arma_debug_sigprint();
return A.get_ref();
return X;
}
@@ -91,12 +91,12 @@ real(const BaseCube<std::complex<typename T1::pod_type>, T1>& X)
template<typename T1>
arma_warn_unused
arma_inline
const mtSpOp<typename T1::pod_type, T1, spop_real>
real(const SpBase<std::complex<typename T1::pod_type>,T1>& A)
typename enable_if2< (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::yes), const mtSpOp<typename T1::pod_type, T1, spop_real> >::result
real(const T1& X)
{
arma_debug_sigprint();
return mtSpOp<typename T1::pod_type, T1, spop_real>(A.get_ref());
return mtSpOp<typename T1::pod_type, T1, spop_real>(X);
}
@@ -107,52 +107,7 @@ real(const SpBase<std::complex<typename T1::pod_type>,T1>& A)
template<typename T1>
arma_warn_unused
inline
const Gen< Mat<typename T1::pod_type>, gen_zeros >
imag(const Base<typename T1::pod_type,T1>& X)
{
arma_debug_sigprint();
const Proxy<T1> A(X.get_ref());
return Gen< Mat<typename T1::pod_type>, gen_zeros>(A.get_n_rows(), A.get_n_cols());
}
template<typename T1>
arma_warn_unused
inline
const GenCube<typename T1::pod_type, gen_zeros>
imag(const BaseCube<typename T1::pod_type,T1>& X)
{
arma_debug_sigprint();
const ProxyCube<T1> A(X.get_ref());
return GenCube<typename T1::pod_type, gen_zeros>(A.get_n_rows(), A.get_n_cols(), A.get_n_slices());
}
template<typename T1>
arma_warn_unused
inline
SpMat<typename T1::pod_type>
imag(const SpBase<typename T1::pod_type,T1>& A)
{
arma_debug_sigprint();
const SpProxy<T1> P(A.get_ref());
return SpMat<typename T1::pod_type>(P.get_n_rows(), P.get_n_cols());
}
template<typename T1>
arma_warn_unused
inline
typename enable_if2< (is_arma_type<T1>::value && is_cx<typename T1::elem_type>::yes), const mtOp<typename T1::pod_type, T1, op_imag> >::result
typename enable_if2< is_arma_type<T1>::value, const mtOp<typename T1::pod_type, T1, op_imag> >::result
imag(const T1& X)
{
arma_debug_sigprint();
@@ -166,7 +121,7 @@ template<typename T1>
arma_warn_unused
inline
const mtOpCube<typename T1::pod_type, T1, op_imag>
imag(const BaseCube<std::complex<typename T1::pod_type>,T1>& X)
imag(const BaseCube<typename T1::elem_type,T1>& X)
{
arma_debug_sigprint();
@@ -178,12 +133,12 @@ imag(const BaseCube<std::complex<typename T1::pod_type>,T1>& X)
template<typename T1>
arma_warn_unused
arma_inline
const mtSpOp<typename T1::pod_type, T1, spop_imag>
imag(const SpBase<std::complex<typename T1::pod_type>,T1>& A)
typename enable_if2< is_arma_sparse_type<T1>::value, const mtSpOp<typename T1::pod_type, T1, spop_imag> >::result
imag(const T1& X)
{
arma_debug_sigprint();
return mtSpOp<typename T1::pod_type, T1, spop_imag>(A.get_ref());
return mtSpOp<typename T1::pod_type, T1, spop_imag>(X);
}
@@ -480,27 +435,26 @@ abs(const BaseCube< std::complex<typename T1::pod_type>,T1>& X, const typename a
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_abs>
abs(const SpBase<typename T1::elem_type,T1>& X, const typename arma_not_cx<typename T1::elem_type>::result* junk = nullptr)
typename enable_if2< (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::no), const SpOp<T1, spop_abs> >::result
abs(const T1& X)
{
arma_debug_sigprint();
arma_ignore(junk);
return SpOp<T1, spop_abs>(X.get_ref());
return SpOp<T1, spop_abs>(X);
}
template<typename T1>
arma_warn_unused
arma_inline
const mtSpOp<typename T1::pod_type, T1, spop_cx_abs>
abs(const SpBase< std::complex<typename T1::pod_type>, T1>& X, const typename arma_cx_only<typename T1::elem_type>::result* junk = nullptr)
typename enable_if2< (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::yes), const mtSpOp<typename T1::pod_type, T1, spop_cx_abs> >::result
abs(const T1& X)
{
arma_debug_sigprint();
arma_ignore(junk);
return mtSpOp<typename T1::pod_type, T1, spop_cx_abs>(X.get_ref());
return mtSpOp<typename T1::pod_type, T1, spop_cx_abs>(X);
}
@@ -568,13 +522,12 @@ arg(const BaseCube< std::complex<typename T1::pod_type>,T1>& X, const typename a
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_arg>
arg(const SpBase<typename T1::elem_type,T1>& X, const typename arma_not_cx<typename T1::elem_type>::result* junk = nullptr)
typename enable_if2< (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::no), const SpOp<T1, spop_arg> >::result
arg(const T1& X)
{
arma_debug_sigprint();
arma_ignore(junk);
return SpOp<T1, spop_arg>(X.get_ref());
return SpOp<T1, spop_arg>(X);
}
@@ -582,13 +535,12 @@ arg(const SpBase<typename T1::elem_type,T1>& X, const typename arma_not_cx<typen
template<typename T1>
arma_warn_unused
arma_inline
const mtSpOp<typename T1::pod_type, T1, spop_cx_arg>
arg(const SpBase< std::complex<typename T1::pod_type>, T1>& X, const typename arma_cx_only<typename T1::elem_type>::result* junk = nullptr)
typename enable_if2< (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::yes), const mtSpOp<typename T1::pod_type, T1, spop_cx_arg> >::result
arg(const T1& X)
{
arma_debug_sigprint();
arma_ignore(junk);
return mtSpOp<typename T1::pod_type, T1, spop_cx_arg>(X.get_ref());
return mtSpOp<typename T1::pod_type, T1, spop_cx_arg>(X);
}
@@ -625,12 +577,12 @@ square(const BaseCube<typename T1::elem_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_square>
square(const SpBase<typename T1::elem_type,T1>& A)
typename enable_if2< is_arma_sparse_type<T1>::value, const SpOp<T1, spop_square> >::result
square(const T1& X)
{
arma_debug_sigprint();
return SpOp<T1, spop_square>(A.get_ref());
return SpOp<T1, spop_square>(X);
}
@@ -667,12 +619,12 @@ sqrt(const BaseCube<typename T1::elem_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_sqrt>
sqrt(const SpBase<typename T1::elem_type,T1>& A)
typename enable_if2< is_arma_sparse_type<T1>::value, const SpOp<T1, spop_sqrt> >::result
sqrt(const T1& X)
{
arma_debug_sigprint();
return SpOp<T1, spop_sqrt>(A.get_ref());
return SpOp<T1, spop_sqrt>(X);
}
@@ -709,12 +661,12 @@ cbrt(const BaseCube<typename T1::elem_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
typename enable_if2< is_cx<typename T1::elem_type>::no, const SpOp<T1, spop_cbrt> >::result
cbrt(const SpBase<typename T1::elem_type,T1>& A)
typename enable_if2< (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::no), const SpOp<T1, spop_cbrt> >::result
cbrt(const T1& X)
{
arma_debug_sigprint();
return SpOp<T1, spop_cbrt>(A.get_ref());
return SpOp<T1, spop_cbrt>(X);
}
@@ -725,12 +677,12 @@ cbrt(const SpBase<typename T1::elem_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const T1&
conj(const Base<typename T1::pod_type,T1>& A)
typename enable_if2< (is_arma_type<T1>::value && is_cx<typename T1::elem_type>::no), const T1& >::result
conj(const T1& X)
{
arma_debug_sigprint();
return A.get_ref();
return X;
}
@@ -751,12 +703,12 @@ conj(const BaseCube<typename T1::pod_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const T1&
conj(const SpBase<typename T1::pod_type,T1>& A)
typename enable_if2< (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::no), const T1& >::result
conj(const T1& X)
{
arma_debug_sigprint();
return A.get_ref();
return X;
}
@@ -764,12 +716,12 @@ conj(const SpBase<typename T1::pod_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const eOp<T1, eop_conj>
conj(const Base<std::complex<typename T1::pod_type>,T1>& A)
typename enable_if2< (is_arma_type<T1>::value && is_cx<typename T1::elem_type>::yes), const eOp<T1, eop_conj> >::result
conj(const T1& A)
{
arma_debug_sigprint();
return eOp<T1, eop_conj>(A.get_ref());
return eOp<T1, eop_conj>(A);
}
@@ -790,12 +742,12 @@ conj(const BaseCube<std::complex<typename T1::pod_type>,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_conj>
conj(const SpBase<std::complex<typename T1::pod_type>,T1>& A)
typename enable_if2< (is_arma_sparse_type<T1>::value && is_cx<typename T1::elem_type>::yes), const SpOp<T1, spop_conj> >::result
conj(const T1& X)
{
arma_debug_sigprint();
return SpOp<T1, spop_conj>(A.get_ref());
return SpOp<T1, spop_conj>(X);
}
@@ -805,12 +757,12 @@ conj(const SpBase<std::complex<typename T1::pod_type>,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const eOp<T1, eop_pow>
pow(const Base<typename T1::elem_type,T1>& A, const typename T1::elem_type exponent)
typename enable_if2< is_arma_type<T1>::value, const eOp<T1, eop_pow> >::result
pow(const T1& A, const typename T1::elem_type exponent)
{
arma_debug_sigprint();
return eOp<T1, eop_pow>(A.get_ref(), exponent);
return eOp<T1, eop_pow>(A, exponent);
}
@@ -833,14 +785,14 @@ pow(const BaseCube<typename T1::elem_type,T1>& A, const typename T1::elem_type e
template<typename T1>
arma_warn_unused
arma_inline
const eOp<T1, eop_pow>
pow(const Base<typename T1::elem_type,T1>& A, const typename T1::elem_type::value_type exponent)
typename enable_if2< (is_arma_type<T1>::value && is_cx<typename T1::elem_type>::yes), const eOp<T1, eop_pow> >::result
pow(const T1& A, const typename T1::elem_type::value_type exponent)
{
arma_debug_sigprint();
typedef typename T1::elem_type eT;
return eOp<T1, eop_pow>(A.get_ref(), eT(exponent));
return eOp<T1, eop_pow>(A, eT(exponent));
}
@@ -849,11 +801,11 @@ template<typename T1>
arma_warn_unused
arma_inline
const eOpCube<T1, eop_pow>
pow(const BaseCube<typename T1::elem_type,T1>& A, const typename T1::elem_type::value_type exponent)
pow(const BaseCube<std::complex<typename T1::pod_type>,T1>& A, const typename T1::elem_type::value_type exponent)
{
arma_debug_sigprint();
typedef typename T1::elem_type eT;
typedef std::complex<typename T1::pod_type> eT;
return eOpCube<T1, eop_pow>(A.get_ref(), eT(exponent));
}
@@ -892,12 +844,12 @@ floor(const BaseCube<typename T1::elem_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_floor>
floor(const SpBase<typename T1::elem_type,T1>& X)
typename enable_if2< is_arma_sparse_type<T1>::value, const SpOp<T1, spop_floor> >::result
floor(const T1& X)
{
arma_debug_sigprint();
return SpOp<T1, spop_floor>(X.get_ref());
return SpOp<T1, spop_floor>(X);
}
@@ -934,12 +886,12 @@ ceil(const BaseCube<typename T1::elem_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_ceil>
ceil(const SpBase<typename T1::elem_type,T1>& X)
typename enable_if2< is_arma_sparse_type<T1>::value, const SpOp<T1, spop_ceil> >::result
ceil(const T1& X)
{
arma_debug_sigprint();
return SpOp<T1, spop_ceil>(X.get_ref());
return SpOp<T1, spop_ceil>(X);
}
@@ -976,12 +928,12 @@ round(const BaseCube<typename T1::elem_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_round>
round(const SpBase<typename T1::elem_type,T1>& X)
typename enable_if2< is_arma_sparse_type<T1>::value, const SpOp<T1, spop_round> >::result
round(const T1& X)
{
arma_debug_sigprint();
return SpOp<T1, spop_round>(X.get_ref());
return SpOp<T1, spop_round>(X);
}
@@ -1018,12 +970,12 @@ trunc(const BaseCube<typename T1::elem_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_trunc>
trunc(const SpBase<typename T1::elem_type,T1>& X)
typename enable_if2< is_arma_sparse_type<T1>::value, const SpOp<T1, spop_trunc> >::result
trunc(const T1& X)
{
arma_debug_sigprint();
return SpOp<T1, spop_trunc>(X.get_ref());
return SpOp<T1, spop_trunc>(X);
}
@@ -1073,12 +1025,12 @@ sign(const BaseCube<typename T1::elem_type,T1>& A)
template<typename T1>
arma_warn_unused
arma_inline
const SpOp<T1, spop_sign>
sign(const SpBase<typename T1::elem_type,T1>& X)
typename enable_if2< is_arma_sparse_type<T1>::value, const SpOp<T1, spop_sign> >::result
sign(const T1& X)
{
arma_debug_sigprint();
return SpOp<T1, spop_sign>(X.get_ref());
return SpOp<T1, spop_sign>(X);
}
+1 -1
View File
@@ -321,7 +321,7 @@ interp1
else if(c1 == 'l') { sig = 20; } // linear
else
{
if( (c1 == '*') && (c2 == 'n') ) { sig = 11; } // nearest neighour, assume monotonic increase in X and XI
if( (c1 == '*') && (c2 == 'n') ) { sig = 11; } // nearest neighbour, assume monotonic increase in X and XI
if( (c1 == '*') && (c2 == 'l') ) { sig = 21; } // linear, assume monotonic increase in X and XI
}
}
+5 -5
View File
@@ -149,8 +149,8 @@ logspace(const double A, const double B, const uword N = 50u)
//! kept for compatibility with old user code
template<typename eT>
arma_warn_unused
arma_inline
arma_frown("change arma::is_finite(val) to std::isfinite(val)")
inline
bool
is_finite(const eT x, const typename arma_scalar_only<eT>::result* junk = nullptr)
{
@@ -163,7 +163,7 @@ is_finite(const eT x, const typename arma_scalar_only<eT>::result* junk = nullpt
//! kept for compatibility with old user code
template<typename T1>
arma_warn_unused
arma_frown("change arma::is_finite(X) to X.is_finite()")
inline
bool
is_finite(const Base<typename T1::elem_type,T1>& X)
@@ -177,7 +177,7 @@ is_finite(const Base<typename T1::elem_type,T1>& X)
//! kept for compatibility with old user code
template<typename T1>
arma_warn_unused
arma_frown("change arma::is_finite(X) to X.is_finite()")
inline
bool
is_finite(const SpBase<typename T1::elem_type,T1>& X)
@@ -191,7 +191,7 @@ is_finite(const SpBase<typename T1::elem_type,T1>& X)
//! kept for compatibility with old user code
template<typename T1>
arma_warn_unused
arma_frown("change arma::is_finite(X) to X.is_finite()")
inline
bool
is_finite(const BaseCube<typename T1::elem_type,T1>& X)
+49
View File
@@ -135,4 +135,53 @@ reshape(const SpBase<typename T1::elem_type, T1>& X, const SizeMat& s)
//
template<typename oT>
arma_warn_unused
inline
field<oT>
reshape(const field<oT>& A, const uword new_n_rows, const uword new_n_cols, const uword new_n_slices = uword(1))
{
arma_debug_sigprint();
field<oT> B(new_n_rows, new_n_cols, new_n_slices);
const uword n_elem_to_copy = (std::min)(A.n_elem, B.n_elem);
for(uword i=0; i < n_elem_to_copy; ++i) { B.at(i) = A.at(i); }
return B;
}
template<typename oT>
arma_warn_unused
inline
field<oT>
reshape(const field<oT>& A, const SizeMat& s)
{
arma_debug_sigprint();
return reshape(A, s.n_rows, s.n_cols);
}
template<typename oT>
arma_warn_unused
inline
field<oT>
reshape(const field<oT>& A, const SizeCube& s)
{
arma_debug_sigprint();
return reshape(A, s.n_rows, s.n_cols, s.n_slices);
}
//! @}
+52
View File
@@ -99,4 +99,56 @@ resize(const SpBase<typename T1::elem_type, T1>& X, const SizeMat& s)
template<typename oT>
arma_warn_unused
inline
field<oT>
resize(const field<oT>& A, const uword in_n_rows, const uword in_n_cols, const uword in_n_slices = uword(1))
{
arma_debug_sigprint();
// better-than-nothing implementation
field<oT> B(in_n_rows, in_n_cols, in_n_slices);
if((B.n_elem > 0) && (A.n_elem > 0))
{
const uword end_row = (std::min)(in_n_rows, A.n_rows ) - 1;
const uword end_col = (std::min)(in_n_cols, A.n_cols ) - 1;
const uword end_slice = (std::min)(in_n_slices, A.n_slices) - 1;
B.subfield(0, 0, 0, end_row, end_col, end_slice) = A.subfield(0, 0, 0, end_row, end_col, end_slice);
}
return B;
}
template<typename oT>
arma_warn_unused
inline
field<oT>
resize(const field<oT>& A, const SizeMat& s)
{
arma_debug_sigprint();
return resize(A, s.n_rows, s.n_cols);
}
template<typename oT>
arma_warn_unused
inline
field<oT>
resize(const field<oT>& A, const SizeCube& s)
{
arma_debug_sigprint();
return resize(A, s.n_rows, s.n_cols, s.n_slices);
}
//! @}
+5 -5
View File
@@ -48,7 +48,7 @@ size(const Base<typename T1::elem_type,T1>& X)
// explicit overload to workround ADL issues with C++17 std::size()
// explicit overload to workaround ADL issues with C++17 std::size()
template<typename eT>
arma_warn_unused
inline
@@ -62,7 +62,7 @@ size(const Mat<eT>& X)
// explicit overload to workround ADL issues with C++17 std::size()
// explicit overload to workaround ADL issues with C++17 std::size()
template<typename eT>
arma_warn_unused
inline
@@ -76,7 +76,7 @@ size(const Row<eT>& X)
// explicit overload to workround ADL issues with C++17 std::size()
// explicit overload to workaround ADL issues with C++17 std::size()
template<typename eT>
arma_warn_unused
inline
@@ -164,7 +164,7 @@ size(const BaseCube<typename T1::elem_type, T1>& X)
// explicit overload to workround ADL issues with C++17 std::size()
// explicit overload to workaround ADL issues with C++17 std::size()
template<typename eT>
arma_warn_unused
inline
@@ -242,7 +242,7 @@ size(const SpBase<typename T1::elem_type,T1>& X)
// explicit overload to workround ADL issues with C++17 std::size()
// explicit overload to workaround ADL issues with C++17 std::size()
template<typename eT>
arma_warn_unused
inline
@@ -180,6 +180,13 @@ glue_solve_gen_full::apply(Mat<eT>& actual_out, const Base<eT,T1>& A_expr, const
const bool is_sym = arma_config::optimise_sym && ( (refine || equilibrate || likely_sympd || force_sym || is_band || is_triu || is_tril || auxlib::crippled_lapack(A)) ? false : is_sym_expr<T1>::eval(A_expr.get_ref()) );
const bool try_sympd = arma_config::optimise_sym && ( ( no_sympd || is_sym || force_sym || is_band || is_triu || is_tril || auxlib::crippled_lapack(A)) ? false : (likely_sympd ? true : sym_helper::guess_sympd(A, uword(16))) );
arma_debug_print("glue_solve_gen_full::apply(): internal flags:");
arma_debug_print("is_band: ", is_band );
arma_debug_print("is_triu: ", is_triu );
arma_debug_print("is_tril: ", is_tril );
arma_debug_print("is_sym: ", is_sym );
arma_debug_print("try_sympd: ", try_sympd);
if(fast)
{
// fast mode: solvers without refinement and without rcond estimate
+115 -73
View File
@@ -31,20 +31,20 @@ glue_times_redirect2_helper<do_inv_detect>::apply(Mat<typename T1::elem_type>& o
typedef typename T1::elem_type eT;
const partial_unwrap<T1> tmp1(X.A);
const partial_unwrap<T2> tmp2(X.B);
const partial_unwrap<T1> U1(X.A);
const partial_unwrap<T2> U2(X.B);
const typename partial_unwrap<T1>::stored_type& A = tmp1.M;
const typename partial_unwrap<T2>::stored_type& B = tmp2.M;
const typename partial_unwrap<T1>::stored_type& A = U1.M;
const typename partial_unwrap<T2>::stored_type& B = U2.M;
constexpr bool use_alpha = partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times;
const eT alpha = use_alpha ? (tmp1.get_val() * tmp2.get_val()) : eT(0);
const eT alpha = use_alpha ? (U1.get_val() * U2.get_val()) : eT(0);
if( (is_cx<eT>::no) && (resolves_to_rowvector<T1>::value && resolves_to_colvector<T2>::value) )
{
arma_debug_print("glue_times: dot product optimisation");
arma_conform_assert_mul_size(A, B, tmp1.do_trans, tmp2.do_trans, "matrix multiplication");
arma_conform_assert_mul_size(A, B, U1.do_trans, U2.do_trans, "matrix multiplication");
const eT val = op_dot::direct_dot(A.n_elem, A.memptr(), B.memptr());
@@ -55,7 +55,7 @@ glue_times_redirect2_helper<do_inv_detect>::apply(Mat<typename T1::elem_type>& o
return;
}
const bool alias = tmp1.is_alias(out) || tmp2.is_alias(out);
const bool alias = U1.is_alias(out) || U2.is_alias(out);
if(alias == false)
{
@@ -64,7 +64,7 @@ glue_times_redirect2_helper<do_inv_detect>::apply(Mat<typename T1::elem_type>& o
eT,
partial_unwrap<T1>::do_trans,
partial_unwrap<T2>::do_trans,
(partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times)
use_alpha
>
(out, A, B, alpha);
}
@@ -77,7 +77,7 @@ glue_times_redirect2_helper<do_inv_detect>::apply(Mat<typename T1::elem_type>& o
eT,
partial_unwrap<T1>::do_trans,
partial_unwrap<T2>::do_trans,
(partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times)
use_alpha
>
(tmp, A, B, alpha);
@@ -104,6 +104,40 @@ glue_times_redirect2_helper<true>::apply(Mat<typename T1::elem_type>& out, const
const strip_inv<T1> A_strip(X.A);
typedef typename strip_inv<T1>::stored_type T1_stripped;
if( (is_cx<eT>::no) && (strip_inv<T1>::do_inv_gen) && (is_Mat<T1_stripped>::value) && (is_Mat<T2>::value) )
{
const unwrap<T1_stripped> UA(A_strip.M);
const unwrap<T2 > UB(X.B);
const typename unwrap<T1_stripped>::stored_type& A = UA.M;
const typename unwrap<T2 >::stored_type& B = UB.M;
const uword N = A.n_rows;
if( (N > 0) && (N <= uword(3)) && (N == A.n_cols) && (N == B.n_rows) && (void_ptr(&out) != void_ptr(&B)) )
{
arma_debug_print("glue_times_redirect<2>::apply(): inv tiny matrix optimisation");
Mat<eT> AA(N, N, arma_nozeros_indicator());
arrayops::copy(AA.memptr(), A.memptr(), AA.n_elem);
bool inv_status = false;
if(N == 1) { const eT a = AA[0]; AA[0] = eT(1) / a; inv_status = (a != eT(0)); }
if(N == 2) { inv_status = op_inv_gen_full::apply_tiny_2x2(AA); }
if(N == 3) { inv_status = op_inv_gen_full::apply_tiny_3x3(AA); }
if(inv_status) { glue_times::apply<eT,false,false,false>(out, AA, B, eT(0)); return; }
arma_debug_print("glue_times_redirect<2>::apply(): inv tiny matrix optimisation failed");
// fallthrough if optimisation failed
}
}
Mat<eT> A = A_strip.M;
arma_conform_check( (A.is_square() == false), "inv(): given matrix must be square sized" );
@@ -186,18 +220,18 @@ glue_times_redirect3_helper<do_inv_detect>::apply(Mat<typename T1::elem_type>& o
// we have exactly 3 objects
// hence we can safely expand X as X.A.A, X.A.B and X.B
const partial_unwrap<T1> tmp1(X.A.A);
const partial_unwrap<T2> tmp2(X.A.B);
const partial_unwrap<T3> tmp3(X.B );
const partial_unwrap<T1> U1(X.A.A);
const partial_unwrap<T2> U2(X.A.B);
const partial_unwrap<T3> U3(X.B );
const typename partial_unwrap<T1>::stored_type& A = tmp1.M;
const typename partial_unwrap<T2>::stored_type& B = tmp2.M;
const typename partial_unwrap<T3>::stored_type& C = tmp3.M;
const typename partial_unwrap<T1>::stored_type& A = U1.M;
const typename partial_unwrap<T2>::stored_type& B = U2.M;
const typename partial_unwrap<T3>::stored_type& C = U3.M;
constexpr bool use_alpha = partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times || partial_unwrap<T3>::do_times;
const eT alpha = use_alpha ? (tmp1.get_val() * tmp2.get_val() * tmp3.get_val()) : eT(0);
const eT alpha = use_alpha ? (U1.get_val() * U2.get_val() * U3.get_val()) : eT(0);
const bool alias = tmp1.is_alias(out) || tmp2.is_alias(out) || tmp3.is_alias(out);
const bool alias = U1.is_alias(out) || U2.is_alias(out) || U3.is_alias(out);
if(alias == false)
{
@@ -207,7 +241,7 @@ glue_times_redirect3_helper<do_inv_detect>::apply(Mat<typename T1::elem_type>& o
partial_unwrap<T1>::do_trans,
partial_unwrap<T2>::do_trans,
partial_unwrap<T3>::do_trans,
(partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times || partial_unwrap<T3>::do_times)
use_alpha
>
(out, A, B, C, alpha);
}
@@ -221,7 +255,7 @@ glue_times_redirect3_helper<do_inv_detect>::apply(Mat<typename T1::elem_type>& o
partial_unwrap<T1>::do_trans,
partial_unwrap<T2>::do_trans,
partial_unwrap<T3>::do_trans,
(partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times || partial_unwrap<T3>::do_times)
use_alpha
>
(tmp, A, B, C, alpha);
@@ -252,14 +286,14 @@ glue_times_redirect3_helper<true>::apply(Mat<typename T1::elem_type>& out, const
arma_conform_check( (A.is_square() == false), "inv(): given matrix must be square sized" );
const partial_unwrap<T2> tmp2(X.A.B);
const partial_unwrap<T3> tmp3(X.B );
const partial_unwrap<T2> U2(X.A.B);
const partial_unwrap<T3> U3(X.B );
const typename partial_unwrap<T2>::stored_type& B = tmp2.M;
const typename partial_unwrap<T3>::stored_type& C = tmp3.M;
const typename partial_unwrap<T2>::stored_type& B = U2.M;
const typename partial_unwrap<T3>::stored_type& C = U3.M;
constexpr bool use_alpha = partial_unwrap<T2>::do_times || partial_unwrap<T3>::do_times;
const eT alpha = use_alpha ? (tmp2.get_val() * tmp3.get_val()) : eT(0);
const eT alpha = use_alpha ? (U2.get_val() * U3.get_val()) : eT(0);
Mat<eT> BC;
@@ -268,7 +302,7 @@ glue_times_redirect3_helper<true>::apply(Mat<typename T1::elem_type>& out, const
eT,
partial_unwrap<T2>::do_trans,
partial_unwrap<T3>::do_trans,
(partial_unwrap<T2>::do_times || partial_unwrap<T3>::do_times)
use_alpha
>
(BC, B, C, alpha);
@@ -306,8 +340,8 @@ glue_times_redirect3_helper<true>::apply(Mat<typename T1::elem_type>& out, const
arma_conform_check( (B.is_square() == false), "inv(): given matrix must be square sized" );
const unwrap<T3> C_tmp(X.B);
const Mat<eT>& C = C_tmp.M;
const quasi_unwrap<T3> U3(X.B);
const Mat<eT>& C = U3.M;
arma_conform_assert_mul_size(B, C, "matrix multiplication");
@@ -330,21 +364,25 @@ glue_times_redirect3_helper<true>::apply(Mat<typename T1::elem_type>& out, const
return;
}
const partial_unwrap_check<T1> tmp1(X.A.A, out);
const partial_unwrap<T1> U1(X.A.A);
const typename partial_unwrap_check<T1>::stored_type& A = tmp1.M;
const typename partial_unwrap<T1>::stored_type& A = U1.M;
constexpr bool use_alpha = partial_unwrap_check<T1>::do_times;
const eT alpha = use_alpha ? tmp1.get_val() : eT(0);
constexpr bool use_alpha = partial_unwrap<T1>::do_times;
const eT alpha = use_alpha ? U1.get_val() : eT(0);
glue_times::apply
<
eT,
partial_unwrap_check<T1>::do_trans,
false,
partial_unwrap_check<T1>::do_times
>
(out, A, solve_result, alpha);
if(U1.is_alias(out))
{
Mat<eT> tmp;
glue_times::apply<eT, partial_unwrap<T1>::do_trans, false, use_alpha>(tmp, A, solve_result, alpha);
out.steal_mem(tmp);
}
else
{
glue_times::apply<eT, partial_unwrap<T1>::do_trans, false, use_alpha>(out, A, solve_result, alpha);
}
return;
}
@@ -365,16 +403,16 @@ glue_times_redirect<N>::apply(Mat<typename T1::elem_type>& out, const Glue<T1,T2
typedef typename T1::elem_type eT;
const partial_unwrap<T1> tmp1(X.A);
const partial_unwrap<T2> tmp2(X.B);
const partial_unwrap<T1> U1(X.A);
const partial_unwrap<T2> U2(X.B);
const typename partial_unwrap<T1>::stored_type& A = tmp1.M;
const typename partial_unwrap<T2>::stored_type& B = tmp2.M;
const typename partial_unwrap<T1>::stored_type& A = U1.M;
const typename partial_unwrap<T2>::stored_type& B = U2.M;
constexpr bool use_alpha = partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times;
const eT alpha = use_alpha ? (tmp1.get_val() * tmp2.get_val()) : eT(0);
const eT alpha = use_alpha ? (U1.get_val() * U2.get_val()) : eT(0);
const bool alias = tmp1.is_alias(out) || tmp2.is_alias(out);
const bool alias = U1.is_alias(out) || U2.is_alias(out);
if(alias == false)
{
@@ -383,7 +421,7 @@ glue_times_redirect<N>::apply(Mat<typename T1::elem_type>& out, const Glue<T1,T2
eT,
partial_unwrap<T1>::do_trans,
partial_unwrap<T2>::do_trans,
(partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times)
use_alpha
>
(out, A, B, alpha);
}
@@ -396,7 +434,7 @@ glue_times_redirect<N>::apply(Mat<typename T1::elem_type>& out, const Glue<T1,T2
eT,
partial_unwrap<T1>::do_trans,
partial_unwrap<T2>::do_trans,
(partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times)
use_alpha
>
(tmp, A, B, alpha);
@@ -446,20 +484,20 @@ glue_times_redirect<4>::apply(Mat<typename T1::elem_type>& out, const Glue< Glue
// there is exactly 4 objects
// hence we can safely expand X as X.A.A.A, X.A.A.B, X.A.B and X.B
const partial_unwrap<T1> tmp1(X.A.A.A);
const partial_unwrap<T2> tmp2(X.A.A.B);
const partial_unwrap<T3> tmp3(X.A.B );
const partial_unwrap<T4> tmp4(X.B );
const partial_unwrap<T1> U1(X.A.A.A);
const partial_unwrap<T2> U2(X.A.A.B);
const partial_unwrap<T3> U3(X.A.B );
const partial_unwrap<T4> U4(X.B );
const typename partial_unwrap<T1>::stored_type& A = tmp1.M;
const typename partial_unwrap<T2>::stored_type& B = tmp2.M;
const typename partial_unwrap<T3>::stored_type& C = tmp3.M;
const typename partial_unwrap<T4>::stored_type& D = tmp4.M;
const typename partial_unwrap<T1>::stored_type& A = U1.M;
const typename partial_unwrap<T2>::stored_type& B = U2.M;
const typename partial_unwrap<T3>::stored_type& C = U3.M;
const typename partial_unwrap<T4>::stored_type& D = U4.M;
constexpr bool use_alpha = partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times || partial_unwrap<T3>::do_times || partial_unwrap<T4>::do_times;
const eT alpha = use_alpha ? (tmp1.get_val() * tmp2.get_val() * tmp3.get_val() * tmp4.get_val()) : eT(0);
const eT alpha = use_alpha ? (U1.get_val() * U2.get_val() * U3.get_val() * U4.get_val()) : eT(0);
const bool alias = tmp1.is_alias(out) || tmp2.is_alias(out) || tmp3.is_alias(out) || tmp4.is_alias(out);
const bool alias = U1.is_alias(out) || U2.is_alias(out) || U3.is_alias(out) || U4.is_alias(out);
if(alias == false)
{
@@ -470,7 +508,7 @@ glue_times_redirect<4>::apply(Mat<typename T1::elem_type>& out, const Glue< Glue
partial_unwrap<T2>::do_trans,
partial_unwrap<T3>::do_trans,
partial_unwrap<T4>::do_trans,
(partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times || partial_unwrap<T3>::do_times || partial_unwrap<T4>::do_times)
use_alpha
>
(out, A, B, C, D, alpha);
}
@@ -485,7 +523,7 @@ glue_times_redirect<4>::apply(Mat<typename T1::elem_type>& out, const Glue< Glue
partial_unwrap<T2>::do_trans,
partial_unwrap<T3>::do_trans,
partial_unwrap<T4>::do_trans,
(partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times || partial_unwrap<T3>::do_times || partial_unwrap<T4>::do_times)
use_alpha
>
(tmp, A, B, C, D, alpha);
@@ -504,7 +542,7 @@ glue_times::apply(Mat<typename T1::elem_type>& out, const Glue<T1,T2,glue_times>
constexpr uword N_mat = 1 + depth_lhs< glue_times, Glue<T1,T2,glue_times> >::num;
arma_debug_print(arma_str::format("N_mat: %u") % N_mat);
arma_debug_print(arma_str::format("glue_times::apply(): N_mat: %u") % N_mat);
glue_times_redirect<N_mat>::apply(out, X);
}
@@ -518,7 +556,11 @@ glue_times::apply_inplace(Mat<typename T1::elem_type>& out, const T1& X)
{
arma_debug_sigprint();
out = out * X;
typedef typename T1::elem_type eT;
Mat<eT> tmp = out * X;
out.steal_mem(tmp);
}
@@ -533,9 +575,9 @@ glue_times::apply_inplace_plus(Mat<typename T1::elem_type>& out, const Glue<T1,
typedef typename T1::elem_type eT;
typedef typename get_pod_type<eT>::result T;
if( (is_outer_product<T1>::value) || (has_op_inv_any<T1>::value) || (has_op_inv_any<T2>::value) )
if( X.is_alias(out) || (is_outer_product<T1>::value) || (has_op_inv_any<T1>::value) || (has_op_inv_any<T2>::value) )
{
// partial workaround for corner cases
// handle aliasing and partial workaround for corner cases
const Mat<eT> tmp(X);
@@ -544,21 +586,21 @@ glue_times::apply_inplace_plus(Mat<typename T1::elem_type>& out, const Glue<T1,
return;
}
const partial_unwrap_check<T1> tmp1(X.A, out);
const partial_unwrap_check<T2> tmp2(X.B, out);
const partial_unwrap<T1> U1(X.A);
const partial_unwrap<T2> U2(X.B);
typedef typename partial_unwrap_check<T1>::stored_type TA;
typedef typename partial_unwrap_check<T2>::stored_type TB;
typedef typename partial_unwrap<T1>::stored_type TA;
typedef typename partial_unwrap<T2>::stored_type TB;
const TA& A = tmp1.M;
const TB& B = tmp2.M;
const TA& A = U1.M;
const TB& B = U2.M;
constexpr bool do_trans_A = partial_unwrap_check<T1>::do_trans;
constexpr bool do_trans_B = partial_unwrap_check<T2>::do_trans;
constexpr bool do_trans_A = partial_unwrap<T1>::do_trans;
constexpr bool do_trans_B = partial_unwrap<T2>::do_trans;
const bool use_alpha = partial_unwrap_check<T1>::do_times || partial_unwrap_check<T2>::do_times || (sign < sword(0));
const bool use_alpha = partial_unwrap<T1>::do_times || partial_unwrap<T2>::do_times || (sign < sword(0));
const eT alpha = use_alpha ? ( tmp1.get_val() * tmp2.get_val() * ( (sign > sword(0)) ? eT(1) : eT(-1) ) ) : eT(0);
const eT alpha = use_alpha ? ( U1.get_val() * U2.get_val() * ( (sign > sword(0)) ? eT(1) : eT(-1) ) ) : eT(0);
arma_conform_assert_mul_size(A, B, do_trans_A, do_trans_B, "matrix multiplication");
+1 -1
View File
@@ -2239,7 +2239,7 @@ gmm_diag<eT>::km_iterate(const Mat<eT>& X, const uword max_iter, const bool verb
}
else
{
// recover by using a randomly seleced sample (last resort)
// recover by using a randomly selected sample (last resort)
proposed_i = as_scalar(randi<uvec>(1, distr_param(0,X_n_cols-1)));
}
+2 -2
View File
@@ -937,7 +937,7 @@ gmm_full<eT>::init_constants(const bool calc_chol)
Mat<eT>& inv_fcov = inv_fcovs.slice(g);
//const bool inv_ok = auxlib::inv(tmp_inv, fcov);
const bool inv_ok = auxlib::inv_sympd(tmp_inv, fcov);
const bool inv_ok = auxlib::inv_sympd(tmp_inv, fcov); // using inv_sympd() instead of inv() to ensure we can do cholesky decomp via op_chol
eT log_det_val = eT(0);
eT log_det_sign = eT(0);
@@ -2270,7 +2270,7 @@ gmm_full<eT>::km_iterate(const Mat<eT>& X, const uword max_iter, const bool verb
}
else
{
// recover by using a randomly seleced sample (last resort)
// recover by using a randomly selected sample (last resort)
proposed_i = as_scalar(randi<uvec>(1, distr_param(0,X_n_cols-1)));
}
+53 -46
View File
@@ -16,7 +16,7 @@
//
// ------------------------------------------------------------------------
//
// This file includes portions of SuperLU 5.2 software,
// This file includes portions of SuperLU 7.0 software,
// licensed under the following conditions.
//
// Copyright (c) 2003, The Regents of the University of California, through
@@ -56,7 +56,7 @@
#undef ARMA_SLU_HEADERS_FOUND
// Since we need to suport float, double, cx_float and cx_double,
// Since we need to support float, double, cx_float and cx_double,
// as well as preserve the sanity of the user,
// we cannot simply include all the SuperLU headers due to their messy state
// (duplicate definitions, pollution of global namespace, bizarro defines).
@@ -64,16 +64,23 @@
// and manually specify a few SuperLU structures and function prototypes.
//
// CAVEAT:
// This code requires SuperLU version 5.2,
// and assumes that newer 5.x versions will have no API changes.
// This code requires SuperLU version 7.0, and assumes that newer 7.x versions have no API changes.
namespace arma
{
namespace superlu
{
// slu_*defs.h has int typedefed to int_t.
// I'll just write it as int for simplicity, where I can, but supermatrix.h needs int_t.
typedef int int_t;
// superlu_config.h uses either int or int64_t as int_t
#if defined(ARMA_SUPERLU_64BIT_INT)
#if defined(INT64_MAX)
typedef std::int64_t int_t;
#else
typedef long long int_t;
#endif
#else
typedef int int_t;
#endif
}
}
@@ -84,7 +91,7 @@ namespace arma
namespace superlu
{
// Include supermatrix.h. This gives us SuperMatrix.
// Put it in the slu namespace.
// Put it in the superlu namespace.
// For versions of SuperLU I am familiar with, supermatrix.h does not include any other files.
// Therefore, putting it in the superlu namespace is reasonably safe.
// This same reasoning is true for superlu_enum_consts.h.
@@ -120,7 +127,7 @@ namespace superlu
#undef ARMA_SLU_STR1
#undef ARMA_SLU_STR2
#undef ARMA_SLU_HEADER_A
#undef ARMA_SLU_HEADER_B
@@ -130,7 +137,7 @@ namespace superlu
{
int* panel_histo;
double* utime;
float* ops;
float* ops; // NOTE: orig definition is flops_t* ops, where flops_t = float
int TinyPivots;
int RefineSteps;
int expansions;
@@ -174,16 +181,16 @@ namespace superlu
typedef struct e_node
{
int size;
int_t size;
void* mem;
} ExpHeader;
typedef struct
{
int size;
int used;
int top1;
int top2;
int_t size;
int_t used;
int_t top1;
int_t top2;
void* array;
} LU_stack_t;
@@ -191,16 +198,16 @@ namespace superlu
{
int* xsup;
int* supno;
int* lsub;
int* xlsub;
int_t* lsub;
int_t* xlsub;
void* lusup;
int* xlusup;
int_t* xlusup;
void* ucol;
int* usub;
int* xusub;
int nzlmax;
int nzumax;
int nzlumax;
int_t* usub;
int_t* xusub;
int_t nzlmax;
int_t nzumax;
int_t nzlumax;
int n;
LU_space_t MemModel;
int num_expansions;
@@ -283,23 +290,23 @@ namespace superlu
{
int* panel_histo;
double* utime;
float* ops;
float* ops; // NOTE: orig definition is flops_t* ops, where flops_t = float
int TinyPivots;
int RefineSteps;
int expansions;
} SuperLUStat_t;
typedef enum {NO, YES} yes_no_t;
typedef enum {NO, YES} yes_no_t;
typedef enum {DOFACT, SamePattern, SamePattern_SameRowPerm, FACTORED} fact_t;
typedef enum {NOROWPERM, LargeDiag, MY_PERMR} rowperm_t;
typedef enum {NOROWPERM, LargeDiag_MC64, LargeDiag_HWPM, MY_PERMR} rowperm_t;
typedef enum {NATURAL, MMD_ATA, MMD_AT_PLUS_A, COLAMD,
METIS_AT_PLUS_A, PARMETIS, ZOLTAN, MY_PERMC} colperm_t;
typedef enum {NOTRANS, TRANS, CONJ} trans_t;
typedef enum {NOREFINE, SLU_SINGLE=1, SLU_DOUBLE, SLU_EXTRA} IterRefine_t;
typedef enum {SYSTEM, USER} LU_space_t;
typedef enum {ONE_NORM, TWO_NORM, INF_NORM} norm_t;
typedef enum {SILU, SMILU_1, SMILU_2, SMILU_3} milu_t;
METIS_AT_PLUS_A, PARMETIS, METIS_ATA, ZOLTAN, MY_PERMC} colperm_t;
typedef enum {NOTRANS, TRANS, CONJ} trans_t;
typedef enum {NOREFINE, SLU_SINGLE=1, SLU_DOUBLE, SLU_EXTRA} IterRefine_t;
typedef enum {SYSTEM, USER} LU_space_t;
typedef enum {ONE_NORM, TWO_NORM, INF_NORM} norm_t;
typedef enum {SILU, SMILU_1, SMILU_2, SMILU_3} milu_t;
typedef struct
{
fact_t Fact;
@@ -352,16 +359,16 @@ namespace superlu
typedef struct e_node
{
int size;
int_t size;
void* mem;
} ExpHeader;
typedef struct
{
int size;
int used;
int top1;
int top2;
int_t size;
int_t used;
int_t top1;
int_t top2;
void* array;
} LU_stack_t;
@@ -369,16 +376,16 @@ namespace superlu
{
int* xsup;
int* supno;
int* lsub;
int* xlsub;
int_t* lsub;
int_t* xlsub;
void* lusup;
int* xlusup;
int_t* xlusup;
void* ucol;
int* usub;
int* xusub;
int nzlmax;
int nzumax;
int nzlumax;
int_t* usub;
int_t* xusub;
int_t nzlmax;
int_t nzumax;
int_t nzlumax;
int n;
LU_space_t MemModel;
int num_expansions;
+3 -3
View File
@@ -90,7 +90,7 @@ memory::acquire(const uword n_elem)
#else
{
//return ( new(std::nothrow) eT[n_elem] );
out_memptr = (eT *) malloc(sizeof(eT)*n_elem);
out_memptr = (eT *) std::malloc(sizeof(eT)*n_elem);
}
#endif
@@ -124,7 +124,7 @@ memory::release(eT* mem)
}
#elif defined(ARMA_HAVE_POSIX_MEMALIGN)
{
free( (void *)(mem) );
std::free( (void *)(mem) );
}
#elif defined(_MSC_VER)
{
@@ -134,7 +134,7 @@ memory::release(eT* mem)
#else
{
//delete [] mem;
free( (void *)(mem) );
std::free( (void *)(mem) );
}
#endif
+3 -3
View File
@@ -33,9 +33,9 @@ class mtGlueCube : public BaseCube< out_eT, mtGlueCube<out_eT, T1, T2, glue_type
arma_inline mtGlueCube(const T1& in_A, const T2& in_B, const uword in_aux_uword);
arma_inline ~mtGlueCube();
arma_aligned const T1& A; //!< first operand; must be derived from BaseCube
arma_aligned const T2& B; //!< second operand; must be derived from BaseCube
arma_aligned uword aux_uword; //!< storage of auxiliary data, uword format
const T1& A; //!< first operand; must be derived from BaseCube
const T2& B; //!< second operand; must be derived from BaseCube
uword aux_uword; //!< storage of auxiliary data, uword format
};
+3 -3
View File
@@ -40,9 +40,9 @@ class mtGlue : public Base< out_eT, mtGlue<out_eT, T1, T2, glue_type> >
template<typename eT2>
inline bool is_alias(const Mat<eT2>& X) const;
arma_aligned const T1& A; //!< first operand; must be derived from Base
arma_aligned const T2& B; //!< second operand; must be derived from Base
arma_aligned uword aux_uword; //!< storage of auxiliary data, uword format
const T1& A; //!< first operand; must be derived from Base
const T2& B; //!< second operand; must be derived from Base
uword aux_uword; //!< storage of auxiliary data, uword format
};
+6 -8
View File
@@ -45,14 +45,12 @@ class mtOpCube : public BaseCube< out_eT, mtOpCube<out_eT, T1, op_type> >
inline ~mtOpCube();
arma_aligned const T1& m; //!< the operand; must be derived from BaseCube
arma_aligned in_eT aux; //!< auxiliary data, using the element type as used by T1
arma_aligned out_eT aux_out_eT; //!< auxiliary data, using the element type as specified by the out_eT template parameter
arma_aligned uword aux_uword_a; //!< auxiliary data, uword format
arma_aligned uword aux_uword_b; //!< auxiliary data, uword format
arma_aligned uword aux_uword_c; //!< auxiliary data, uword format
const T1& m; //!< the operand; must be derived from BaseCube
in_eT aux; //!< auxiliary data, using the element type as used by T1
out_eT aux_out_eT; //!< auxiliary data, using the element type as specified by the out_eT template parameter
uword aux_uword_a; //!< auxiliary data, uword format
uword aux_uword_b; //!< auxiliary data, uword format
uword aux_uword_c; //!< auxiliary data, uword format
};
+5 -7
View File
@@ -51,13 +51,11 @@ class mtOp : public Base< out_eT, mtOp<out_eT, T1, op_type> >
template<typename eT2>
inline bool is_alias(const Mat<eT2>& X) const;
arma_aligned const T1& m; //!< the operand; must be derived from Base
arma_aligned in_eT aux; //!< auxiliary data, using the element type as used by T1
arma_aligned out_eT aux_out_eT; //!< auxiliary data, using the element type as specified by the out_eT template parameter
arma_aligned uword aux_uword_a; //!< auxiliary data, uword format
arma_aligned uword aux_uword_b; //!< auxiliary data, uword format
const T1& m; //!< the operand; must be derived from Base
in_eT aux; //!< auxiliary data, using the element type as used by T1
out_eT aux_out_eT; //!< auxiliary data, using the element type as specified by the out_eT template parameter
uword aux_uword_a; //!< auxiliary data, uword format
uword aux_uword_b; //!< auxiliary data, uword format
};
+5 -5
View File
@@ -44,11 +44,11 @@ class mtSpOp : public SpBase< out_eT, mtSpOp<out_eT, T1, spop_type> >
template<typename eT2>
arma_inline bool is_alias(const SpMat<eT2>& X) const;
arma_aligned const T1& m; //!< the operand; must be derived from SpBase
arma_aligned in_eT aux; //!< auxiliary data, using the element type as used by T1
arma_aligned out_eT aux_out_eT; //!< auxiliary data, using the element type as specified by the out_eT template parameter
arma_aligned uword aux_uword_a;
arma_aligned uword aux_uword_b;
const T1& m; //!< the operand; must be derived from SpBase
in_eT aux; //!< auxiliary data, using the element type as used by T1
out_eT aux_out_eT; //!< auxiliary data, using the element type as specified by the out_eT template parameter
uword aux_uword_a;
uword aux_uword_b;
};
@@ -52,9 +52,9 @@ class mtSpReduceOp : public SpBase< out_eT, mtSpReduceOp<out_eT, T1, op_type> >
inline mtSpReduceOp(const T1& in_m, const uword in_aux_uword_a, const uword in_aux_uword_b);
inline ~mtSpReduceOp();
arma_aligned const T1& m; //!< the operand; must be derived from SpBase
arma_aligned uword aux_uword_a; //!< auxiliary data, uword format
arma_aligned uword aux_uword_b; //!< auxiliary data, uword format
const T1& m; //!< the operand; must be derived from SpBase
uword aux_uword_a; //!< auxiliary data, uword format
uword aux_uword_b; //!< auxiliary data, uword format
};
+2 -2
View File
@@ -22,7 +22,7 @@
//! \brief
//! Matrix multplication where the matrices have differing element types.
//! Matrix multiplication where the matrices have differing element types.
//! Uses caching for speedup.
//! Matrix 'C' is assumed to have been set to the correct size (ie. taking into account transposes)
@@ -236,7 +236,7 @@ class gemm_mixed_large
//! \brief
//! Matrix multplication where the matrices have differing element types.
//! Matrix multiplication where the matrices have differing element types.
template<const bool do_trans_A=false, const bool do_trans_B=false, const bool use_alpha=false, const bool use_beta=false>
class gemm_mixed
+4 -2
View File
@@ -68,9 +68,11 @@ class op_all
static inline bool all_vec(T1& X);
template<typename T1>
static inline void apply_helper(Mat<uword>& out, const Proxy<T1>& P, const uword dim);
template<typename eT>
static inline void apply_mat_noalias(Mat<uword>& out, const Mat<eT>& X, const uword dim);
template<typename T1>
static inline void apply_proxy_noalias(Mat<uword>& out, const Proxy<T1>& P, const uword dim);
template<typename T1>
static inline void apply(Mat<uword>& out, const mtOp<uword, T1, op_all>& X);
+100 -61
View File
@@ -277,17 +277,15 @@ op_all::all_vec(T1& X)
template<typename T1>
template<typename eT>
inline
void
op_all::apply_helper(Mat<uword>& out, const Proxy<T1>& P, const uword dim)
op_all::apply_mat_noalias(Mat<uword>& out, const Mat<eT>& X, const uword dim)
{
arma_debug_sigprint();
const uword n_rows = P.get_n_rows();
const uword n_cols = P.get_n_cols();
typedef typename Proxy<T1>::elem_type eT;
const uword n_rows = X.n_rows;
const uword n_cols = X.n_cols;
if(dim == 0) // traverse rows (ie. process each column)
{
@@ -297,37 +295,18 @@ op_all::apply_helper(Mat<uword>& out, const Proxy<T1>& P, const uword dim)
uword* out_mem = out.memptr();
if(is_Mat<typename Proxy<T1>::stored_type>::value)
for(uword col=0; col < n_cols; ++col)
{
const unwrap<typename Proxy<T1>::stored_type> U(P.Q);
const eT* colmem = X.colptr(col);
for(uword col=0; col < n_cols; ++col)
uword count = 0;
for(uword row=0; row < n_rows; ++row)
{
const eT* colmem = U.M.colptr(col);
uword count = 0;
for(uword row=0; row < n_rows; ++row)
{
count += (colmem[row] != eT(0)) ? uword(1) : uword(0);
}
out_mem[col] = (n_rows == count) ? uword(1) : uword(0);
}
}
else
{
for(uword col=0; col < n_cols; ++col)
{
uword count = 0;
for(uword row=0; row < n_rows; ++row)
{
if(P.at(row,col) != eT(0)) { ++count; }
}
out_mem[col] = (n_rows == count) ? uword(1) : uword(0);
count += (colmem[row] != eT(0)) ? uword(1) : uword(0);
}
out_mem[col] = (n_rows == count) ? uword(1) : uword(0);
}
}
else
@@ -338,31 +317,15 @@ op_all::apply_helper(Mat<uword>& out, const Proxy<T1>& P, const uword dim)
// internal dual use of 'out': keep the counts for each row
if(is_Mat<typename Proxy<T1>::stored_type>::value)
for(uword col=0; col < n_cols; ++col)
{
const unwrap<typename Proxy<T1>::stored_type> U(P.Q);
const eT* colmem = X.colptr(col);
for(uword col=0; col < n_cols; ++col)
for(uword row=0; row < n_rows; ++row)
{
const eT* colmem = U.M.colptr(col);
for(uword row=0; row < n_rows; ++row)
{
out_mem[row] += (colmem[row] != eT(0)) ? uword(1) : uword(0);
}
out_mem[row] += (colmem[row] != eT(0)) ? uword(1) : uword(0);
}
}
else
{
for(uword col=0; col < n_cols; ++col)
{
for(uword row=0; row < n_rows; ++row)
{
if(P.at(row,col) != eT(0)) { ++out_mem[row]; }
}
}
}
// see what the counts tell us
@@ -370,7 +333,63 @@ op_all::apply_helper(Mat<uword>& out, const Proxy<T1>& P, const uword dim)
{
out_mem[row] = (n_cols == out_mem[row]) ? uword(1) : uword(0);
}
}
}
template<typename T1>
inline
void
op_all::apply_proxy_noalias(Mat<uword>& out, const Proxy<T1>& P, const uword dim)
{
arma_debug_sigprint();
typedef typename Proxy<T1>::elem_type eT;
const uword n_rows = P.get_n_rows();
const uword n_cols = P.get_n_cols();
if(dim == 0) // traverse rows (ie. process each column)
{
out.zeros(1, n_cols);
if(out.n_elem == 0) { return; }
uword* out_mem = out.memptr();
for(uword col=0; col < n_cols; ++col)
{
uword count = 0;
for(uword row=0; row < n_rows; ++row)
{
if(P.at(row,col) != eT(0)) { ++count; }
}
out_mem[col] = (n_rows == count) ? uword(1) : uword(0);
}
}
else
{
out.zeros(n_rows, 1);
uword* out_mem = out.memptr();
// internal dual use of 'out': keep the counts for each row
for(uword col=0; col < n_cols; ++col)
for(uword row=0; row < n_rows; ++row)
{
if(P.at(row,col) != eT(0)) { ++out_mem[row]; }
}
// see what the counts tell us
for(uword row=0; row < n_rows; ++row)
{
out_mem[row] = (n_cols == out_mem[row]) ? uword(1) : uword(0);
}
}
}
@@ -385,19 +404,39 @@ op_all::apply(Mat<uword>& out, const mtOp<uword, T1, op_all>& X)
const uword dim = X.aux_uword_a;
const Proxy<T1> P(X.m);
if(P.is_alias(out) == false)
if( (is_Mat<T1>::value) || (is_Mat<typename Proxy<T1>::stored_type>::value) || (arma_config::openmp && Proxy<T1>::use_mp) )
{
op_all::apply_helper(out, P, dim);
const quasi_unwrap<T1> U(X.m);
if(U.is_alias(out) == false)
{
op_all::apply_mat_noalias(out, U.M, dim);
}
else
{
Mat<uword> tmp;
op_all::apply_mat_noalias(tmp, U.M, dim);
out.steal_mem(tmp);
}
}
else
{
Mat<uword> out2;
const Proxy<T1> P(X.m);
op_all::apply_helper(out2, P, dim);
out.steal_mem(out2);
if(P.is_alias(out) == false)
{
op_all::apply_proxy_noalias(out, P, dim);
}
else
{
Mat<uword> tmp;
op_all::apply_proxy_noalias(tmp, P, dim);
out.steal_mem(tmp);
}
}
}
+4 -2
View File
@@ -68,9 +68,11 @@ class op_any
static inline bool any_vec(T1& X);
template<typename T1>
static inline void apply_helper(Mat<uword>& out, const Proxy<T1>& P, const uword dim);
template<typename eT>
static inline void apply_mat_noalias(Mat<uword>& out, const Mat<eT>& X, const uword dim);
template<typename T1>
static inline void apply_proxy_noalias(Mat<uword>& out, const Proxy<T1>& P, const uword dim);
template<typename T1>
static inline void apply(Mat<uword>& out, const mtOp<uword, T1, op_any>& X);
+80 -48
View File
@@ -269,17 +269,15 @@ op_any::any_vec(T1& X)
template<typename T1>
template<typename eT>
inline
void
op_any::apply_helper(Mat<uword>& out, const Proxy<T1>& P, const uword dim)
op_any::apply_mat_noalias(Mat<uword>& out, const Mat<eT>& X, const uword dim)
{
arma_debug_sigprint();
const uword n_rows = P.get_n_rows();
const uword n_cols = P.get_n_cols();
typedef typename Proxy<T1>::elem_type eT;
const uword n_rows = X.n_rows;
const uword n_cols = X.n_cols;
if(dim == 0) // traverse rows (ie. process each column)
{
@@ -287,28 +285,13 @@ op_any::apply_helper(Mat<uword>& out, const Proxy<T1>& P, const uword dim)
uword* out_mem = out.memptr();
if(is_Mat<typename Proxy<T1>::stored_type>::value)
for(uword col=0; col < n_cols; ++col)
{
const unwrap<typename Proxy<T1>::stored_type> U(P.Q);
const eT* colmem = X.colptr(col);
for(uword col=0; col < n_cols; ++col)
for(uword row=0; row < n_rows; ++row)
{
const eT* colmem = U.M.colptr(col);
for(uword row=0; row < n_rows; ++row)
{
if(colmem[row] != eT(0)) { out_mem[col] = uword(1); break; }
}
}
}
else
{
for(uword col=0; col < n_cols; ++col)
{
for(uword row=0; row < n_rows; ++row)
{
if(P.at(row,col) != eT(0)) { out_mem[col] = uword(1); break; }
}
if(colmem[row] != eT(0)) { out_mem[col] = uword(1); break; }
}
}
}
@@ -318,28 +301,57 @@ op_any::apply_helper(Mat<uword>& out, const Proxy<T1>& P, const uword dim)
uword* out_mem = out.memptr();
if(is_Mat<typename Proxy<T1>::stored_type>::value)
for(uword col=0; col < n_cols; ++col)
{
const unwrap<typename Proxy<T1>::stored_type> U(P.Q);
const eT* colmem = X.colptr(col);
for(uword col=0; col < n_cols; ++col)
for(uword row=0; row < n_rows; ++row)
{
const eT* colmem = U.M.colptr(col);
for(uword row=0; row < n_rows; ++row)
{
if(colmem[row] != eT(0)) { out_mem[row] = uword(1); }
}
if(colmem[row] != eT(0)) { out_mem[row] = uword(1); }
}
}
else
}
}
template<typename T1>
inline
void
op_any::apply_proxy_noalias(Mat<uword>& out, const Proxy<T1>& P, const uword dim)
{
arma_debug_sigprint();
typedef typename Proxy<T1>::elem_type eT;
const uword n_rows = P.get_n_rows();
const uword n_cols = P.get_n_cols();
if(dim == 0) // traverse rows (ie. process each column)
{
out.zeros(1, n_cols);
uword* out_mem = out.memptr();
for(uword col=0; col < n_cols; ++col)
{
for(uword col=0; col < n_cols; ++col)
for(uword row=0; row < n_rows; ++row)
{
for(uword row=0; row < n_rows; ++row)
{
if(P.at(row,col) != eT(0)) { out_mem[row] = uword(1); }
}
if(P.at(row,col) != eT(0)) { out_mem[col] = uword(1); break; }
}
}
}
else
{
out.zeros(n_rows, 1);
uword* out_mem = out.memptr();
for(uword col=0; col < n_cols; ++col)
{
for(uword row=0; row < n_rows; ++row)
{
if(P.at(row,col) != eT(0)) { out_mem[row] = uword(1); }
}
}
}
@@ -356,19 +368,39 @@ op_any::apply(Mat<uword>& out, const mtOp<uword, T1, op_any>& X)
const uword dim = X.aux_uword_a;
const Proxy<T1> P(X.m);
if(P.is_alias(out) == false)
if( (is_Mat<T1>::value) || (is_Mat<typename Proxy<T1>::stored_type>::value) || (arma_config::openmp && Proxy<T1>::use_mp) )
{
op_any::apply_helper(out, P, dim);
const quasi_unwrap<T1> U(X.m);
if(U.is_alias(out) == false)
{
op_any::apply_mat_noalias(out, U.M, dim);
}
else
{
Mat<uword> tmp;
op_any::apply_mat_noalias(tmp, U.M, dim);
out.steal_mem(tmp);
}
}
else
{
Mat<uword> out2;
const Proxy<T1> P(X.m);
op_any::apply_helper(out2, P, dim);
out.steal_mem(out2);
if(P.is_alias(out) == false)
{
op_any::apply_proxy_noalias(out, P, dim);
}
else
{
Mat<uword> tmp;
op_any::apply_proxy_noalias(tmp, P, dim);
out.steal_mem(tmp);
}
}
}
+59 -74
View File
@@ -106,30 +106,25 @@ op_dot::direct_dot(const uword n_elem, const eT* const A, const eT* const B)
{
arma_debug_sigprint();
if( n_elem <= 32u )
if(n_elem <= 32u) { return op_dot::direct_dot_arma(n_elem, A, B); }
#if defined(ARMA_USE_ATLAS)
{
arma_debug_print("atlas::cblas_dot()");
return atlas::cblas_dot(n_elem, A, B);
}
#elif defined(ARMA_USE_BLAS)
{
arma_debug_print("blas::dot()");
return blas::dot(n_elem, A, B);
}
#else
{
return op_dot::direct_dot_arma(n_elem, A, B);
}
else
{
#if defined(ARMA_USE_ATLAS)
{
arma_debug_print("atlas::cblas_dot()");
return atlas::cblas_dot(n_elem, A, B);
}
#elif defined(ARMA_USE_BLAS)
{
arma_debug_print("blas::dot()");
return blas::dot(n_elem, A, B);
}
#else
{
return op_dot::direct_dot_arma(n_elem, A, B);
}
#endif
}
#endif
}
@@ -140,30 +135,25 @@ inline
typename arma_cx_only<eT>::result
op_dot::direct_dot(const uword n_elem, const eT* const A, const eT* const B)
{
if( n_elem <= 16u )
if(n_elem <= 16u) { return op_dot::direct_dot_arma(n_elem, A, B); }
#if defined(ARMA_USE_ATLAS)
{
arma_debug_print("atlas::cblas_cx_dot()");
return atlas::cblas_cx_dot(n_elem, A, B);
}
#elif defined(ARMA_USE_BLAS)
{
arma_debug_print("blas::dot()");
return blas::dot(n_elem, A, B);
}
#else
{
return op_dot::direct_dot_arma(n_elem, A, B);
}
else
{
#if defined(ARMA_USE_ATLAS)
{
arma_debug_print("atlas::cblas_cx_dot()");
return atlas::cblas_cx_dot(n_elem, A, B);
}
#elif defined(ARMA_USE_BLAS)
{
arma_debug_print("blas::dot()");
return blas::dot(n_elem, A, B);
}
#else
{
return op_dot::direct_dot_arma(n_elem, A, B);
}
#endif
}
#endif
}
@@ -461,41 +451,36 @@ op_cdot::direct_cdot(const uword n_elem, const eT* const A, const eT* const B)
{
arma_debug_sigprint();
if( n_elem <= 32u )
if(n_elem <= 32u) { return op_cdot::direct_cdot_arma(n_elem, A, B); }
#if defined(ARMA_USE_BLAS)
{
arma_debug_print("blas::gemv()");
// using gemv() workaround due to compatibility issues with cdotc() and zdotc()
const char trans = 'C';
const blas_int m = blas_int(n_elem);
const blas_int n = 1;
//const blas_int lda = (n_elem > 0) ? blas_int(n_elem) : blas_int(1);
const blas_int inc = 1;
const eT alpha = eT(1);
const eT beta = eT(0);
eT result[2]; // paranoia: using two elements instead of one
//blas::gemv(&trans, &m, &n, &alpha, A, &lda, B, &inc, &beta, &result[0], &inc);
blas::gemv(&trans, &m, &n, &alpha, A, &m, B, &inc, &beta, &result[0], &inc);
return result[0];
}
#else
{
return op_cdot::direct_cdot_arma(n_elem, A, B);
}
else
{
#if defined(ARMA_USE_BLAS)
{
arma_debug_print("blas::gemv()");
// using gemv() workaround due to compatibility issues with cdotc() and zdotc()
const char trans = 'C';
const blas_int m = blas_int(n_elem);
const blas_int n = 1;
//const blas_int lda = (n_elem > 0) ? blas_int(n_elem) : blas_int(1);
const blas_int inc = 1;
const eT alpha = eT(1);
const eT beta = eT(0);
eT result[2]; // paranoia: using two elements instead of one
//blas::gemv(&trans, &m, &n, &alpha, A, &lda, B, &inc, &beta, &result[0], &inc);
blas::gemv(&trans, &m, &n, &alpha, A, &m, B, &inc, &beta, &result[0], &inc);
return result[0];
}
#else
{
return op_cdot::direct_cdot_arma(n_elem, A, B);
}
#endif
}
#endif
}
+21 -4
View File
@@ -104,15 +104,29 @@ op_expmat::apply_direct(Mat<typename T1::elem_type>& out, const Base<typename T1
return true;
}
// trace reduction
const eT diag_shift = arma::trace(A) / T(A.n_rows);
const eT exp_diag_shift = std::exp(diag_shift);
const bool do_trace_reduction = arma_isfinite(diag_shift) && arma_isfinite(exp_diag_shift) && (exp_diag_shift != eT(0)) && ( (is_cx<eT>::yes) ? (std::abs(diag_shift) > T(0)) : (access::tmp_real(diag_shift) > T(0)) );
if(do_trace_reduction)
{
arma_debug_print("op_expmat: diag_shift: ", diag_shift);
A.diag() -= diag_shift;
}
const T norm_val = arma::norm(A, "inf");
if(arma_isfinite(norm_val) == false) { return false; }
const double log2_val = (norm_val > T(0)) ? double(eop_aux::log2(norm_val)) : double(0);
int exponent = int(0); std::frexp(norm_val, &exponent);
int exponent = int(0); std::frexp(log2_val, &exponent);
const uword s = (std::min)( uword( (std::max)(int(0), exponent) ), uword(1023) );
const uword s = uword( (std::max)(int(0), exponent + int(1)) );
arma_debug_print("op_expmat: s: ", s);
A /= eT(eop_aux::pow(double(2), double(s)));
@@ -125,7 +139,7 @@ op_expmat::apply_direct(Mat<typename T1::elem_type>& out, const Base<typename T1
bool positive = true;
const uword N = 6;
const uword N = 8;
for(uword i = 2; i <= N; ++i)
{
@@ -148,6 +162,9 @@ op_expmat::apply_direct(Mat<typename T1::elem_type>& out, const Base<typename T1
for(uword i=0; i < s; ++i) { out = out * out; }
// inverse trace reduction
if(do_trace_reduction) { out *= exp_diag_shift; }
return true;
}
+2 -2
View File
@@ -123,7 +123,7 @@ op_fft_real::apply( Mat< std::complex<typename T1::pod_type> >& out, const mtOp<
}
else
{
// process each column seperately
// process each column separately
out.set_size(N_user, n_cols);
@@ -234,7 +234,7 @@ op_fft_cx::apply_noalias(Mat<eT>& out, const Mat<eT>& X, const uword a, const uw
}
else
{
// process each column seperately
// process each column separately
out.set_size(N_user, n_cols);
+26 -30
View File
@@ -306,49 +306,45 @@ op_htrans::apply_direct(Mat<typename T1::elem_type>& out, const T1& X)
typedef typename T1::elem_type eT;
// allow detection of in-place transpose
if(is_Mat<T1>::value || (arma_config::openmp && Proxy<T1>::use_mp))
if(is_Mat<T1>::value)
{
const unwrap<T1> U(X);
op_htrans::apply_mat(out, U.M);
}
else
if((is_Mat<typename Proxy<T1>::stored_type>::value) || (arma_config::openmp && Proxy<T1>::use_mp))
{
const Proxy<T1> P(X);
const quasi_unwrap<T1> U(X);
const bool is_alias = P.is_alias(out);
if(is_Mat<typename Proxy<T1>::stored_type>::value)
if(U.is_alias(out))
{
const quasi_unwrap<typename Proxy<T1>::stored_type> U(P.Q);
Mat<eT> tmp;
if(is_alias)
{
Mat<eT> tmp;
op_htrans::apply_mat_noalias(tmp, U.M);
out.steal_mem(tmp);
}
else
{
op_htrans::apply_mat_noalias(out, U.M);
}
op_htrans::apply_mat_noalias(tmp, U.M);
out.steal_mem(tmp);
}
else
{
if(is_alias)
{
Mat<eT> tmp;
op_htrans::apply_proxy(tmp, P);
out.steal_mem(tmp);
}
else
{
op_htrans::apply_proxy(out, P);
}
op_htrans::apply_mat_noalias(out, U.M);
}
}
else
{
const Proxy<T1> P(X);
if(P.is_alias(out))
{
Mat<eT> tmp;
op_htrans::apply_proxy(tmp, P);
out.steal_mem(tmp);
}
else
{
op_htrans::apply_proxy(out, P);
}
}
}
+15 -20
View File
@@ -393,32 +393,19 @@ op_max::direct_max(const eT* const X, const uword n_elem, uword& index_of_max_va
{
arma_debug_sigprint();
eT max_val_i = priv::most_neg<eT>();
eT max_val_j = priv::most_neg<eT>();
eT best_val = priv::most_neg<eT>();
uword best_index = 0;
uword best_index_i = 0;
uword best_index_j = 0;
uword i,j;
for(i=0, j=1; j<n_elem; i+=2, j+=2)
for(uword i=0; i < n_elem; ++i)
{
const eT X_i = X[i];
const eT X_j = X[j];
const eT val = X[i];
if(X_i > max_val_i) { max_val_i = X_i; best_index_i = i; }
if(X_j > max_val_j) { max_val_j = X_j; best_index_j = j; }
if(val > best_val) { best_val = val; best_index = i; }
}
if(i < n_elem)
{
const eT X_i = X[i];
if(X_i > max_val_i) { max_val_i = X_i; best_index_i = i; }
}
index_of_max_val = best_index;
index_of_max_val = (max_val_i > max_val_j) ? best_index_i : best_index_j;
return (max_val_i > max_val_j) ? max_val_i : max_val_j;
return best_val;
}
@@ -705,6 +692,8 @@ op_max::max_with_index(const Proxy<T1>& P, uword& index_of_max_val)
{
arma_conform_check(true, "max(): object has no elements");
index_of_max_val = 0;
return Datum<eT>::nan;
}
@@ -786,6 +775,8 @@ op_max::max_with_index(const ProxyCube<T1>& P, uword& index_of_max_val)
{
arma_conform_check(true, "max(): object has no elements");
index_of_max_val = 0;
return Datum<eT>::nan;
}
@@ -1160,6 +1151,8 @@ op_max::max_with_index(const Proxy<T1>& P, uword& index_of_max_val)
{
arma_conform_check(true, "max(): object has no elements");
index_of_max_val = 0;
return Datum<eT>::nan;
}
@@ -1263,6 +1256,8 @@ op_max::max_with_index(const ProxyCube<T1>& P, uword& index_of_max_val)
{
arma_conform_check(true, "max(): object has no elements");
index_of_max_val = 0;
return Datum<eT>::nan;
}
+2 -2
View File
@@ -58,7 +58,7 @@ op_mean::apply_noalias(Mat<typename T1::elem_type>& out, const Proxy<T1>& P, con
{
arma_debug_sigprint();
if(is_Mat<typename Proxy<T1>::stored_type>::value)
if((is_Mat<typename Proxy<T1>::stored_type>::value) || (arma_config::openmp && Proxy<T1>::use_mp))
{
op_mean::apply_noalias_unwrap(out, P, dim);
}
@@ -245,7 +245,7 @@ op_mean::apply_noalias(Cube<typename T1::elem_type>& out, const ProxyCube<T1>& P
{
arma_debug_sigprint();
if(is_Cube<typename ProxyCube<T1>::stored_type>::value)
if((is_Cube<typename ProxyCube<T1>::stored_type>::value) || (arma_config::openmp && ProxyCube<T1>::use_mp))
{
op_mean::apply_noalias_unwrap(out, P, dim);
}
+1 -1
View File
@@ -41,7 +41,7 @@ op_median::apply(Mat<typename T1::elem_type>& out, const Op<T1,op_median>& expr)
{
Mat<eT> tmp;
op_median::apply_noalias(out, U.M, dim);
op_median::apply_noalias(tmp, U.M, dim);
out.steal_mem(tmp);
}
+15 -20
View File
@@ -393,32 +393,19 @@ op_min::direct_min(const eT* const X, const uword n_elem, uword& index_of_min_va
{
arma_debug_sigprint();
eT min_val_i = priv::most_pos<eT>();
eT min_val_j = priv::most_pos<eT>();
eT best_val = priv::most_pos<eT>();
uword best_index = 0;
uword best_index_i = 0;
uword best_index_j = 0;
uword i,j;
for(i=0, j=1; j<n_elem; i+=2, j+=2)
for(uword i=0; i < n_elem; ++i)
{
const eT X_i = X[i];
const eT X_j = X[j];
const eT val = X[i];
if(X_i < min_val_i) { min_val_i = X_i; best_index_i = i; }
if(X_j < min_val_j) { min_val_j = X_j; best_index_j = j; }
if(val < best_val) { best_val = val; best_index = i; }
}
if(i < n_elem)
{
const eT X_i = X[i];
if(X_i < min_val_i) { min_val_i = X_i; best_index_i = i; }
}
index_of_min_val = best_index;
index_of_min_val = (min_val_i < min_val_j) ? best_index_i : best_index_j;
return (min_val_i < min_val_j) ? min_val_i : min_val_j;
return best_val;
}
@@ -705,6 +692,8 @@ op_min::min_with_index(const Proxy<T1>& P, uword& index_of_min_val)
{
arma_conform_check(true, "min(): object has no elements");
index_of_min_val = 0;
return Datum<eT>::nan;
}
@@ -786,6 +775,8 @@ op_min::min_with_index(const ProxyCube<T1>& P, uword& index_of_min_val)
{
arma_conform_check(true, "min(): object has no elements");
index_of_min_val = 0;
return Datum<eT>::nan;
}
@@ -1160,6 +1151,8 @@ op_min::min_with_index(const Proxy<T1>& P, uword& index_of_min_val)
{
arma_conform_check(true, "min(): object has no elements");
index_of_min_val = 0;
return Datum<eT>::nan;
}
@@ -1263,6 +1256,8 @@ op_min::min_with_index(const ProxyCube<T1>& P, uword& index_of_min_val)
{
arma_conform_check(true, "min(): object has no elements");
index_of_min_val = 0;
return Datum<eT>::nan;
}
+16 -6
View File
@@ -116,10 +116,15 @@ op_imag::apply( Mat<typename T1::pod_type>& out, const mtOp<typename T1::pod_typ
{
arma_debug_sigprint();
typedef typename T1::pod_type T;
typedef typename T1::elem_type eT;
typedef typename T1::pod_type T;
const Proxy<T1> P(X.m);
if(is_cx<eT>::no) { out.zeros(P.get_n_rows(), P.get_n_cols()); return; }
// aliasing not possible at this point, as eT must be std::complex
const uword n_rows = P.get_n_rows();
const uword n_cols = P.get_n_cols();
@@ -136,7 +141,7 @@ op_imag::apply( Mat<typename T1::pod_type>& out, const mtOp<typename T1::pod_typ
for(uword i=0; i < n_elem; ++i)
{
out_mem[i] = std::imag( A[i] );
out_mem[i] = access::tmp_imag( A[i] );
}
}
else
@@ -144,7 +149,7 @@ op_imag::apply( Mat<typename T1::pod_type>& out, const mtOp<typename T1::pod_typ
for(uword col=0; col < n_cols; ++col)
for(uword row=0; row < n_rows; ++row)
{
*out_mem = std::imag( P.at(row,col) );
*out_mem = access::tmp_imag( P.at(row,col) );
out_mem++;
}
}
@@ -159,10 +164,15 @@ op_imag::apply( Cube<typename T1::pod_type>& out, const mtOpCube<typename T1::po
{
arma_debug_sigprint();
typedef typename T1::pod_type T;
typedef typename T1::elem_type eT;
typedef typename T1::pod_type T;
const ProxyCube<T1> P(X.m);
if(is_cx<eT>::no) { out.zeros(P.get_n_rows(), P.get_n_cols(), P.get_n_slices()); return; }
// aliasing not possible at this point, as eT must be std::complex
const uword n_rows = P.get_n_rows();
const uword n_cols = P.get_n_cols();
const uword n_slices = P.get_n_slices();
@@ -180,7 +190,7 @@ op_imag::apply( Cube<typename T1::pod_type>& out, const mtOpCube<typename T1::po
for(uword i=0; i < n_elem; ++i)
{
out_mem[i] = std::imag( A[i] );
out_mem[i] = access::tmp_imag( A[i] );
}
}
else
@@ -189,7 +199,7 @@ op_imag::apply( Cube<typename T1::pod_type>& out, const mtOpCube<typename T1::po
for(uword col=0; col < n_cols; ++col )
for(uword row=0; row < n_rows; ++row )
{
*out_mem = std::imag( P.at(row,col,slice) );
*out_mem = access::tmp_imag( P.at(row,col,slice) );
out_mem++;
}
}

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