VMMLib-1.4.0/000755 000765 000024 00000000000 12002261451 012654 5ustar00eilestaff000000 000000 VMMLib-1.4.0/.gitignore000644 000765 000024 00000000166 12002261450 014646 0ustar00eilestaff000000 000000 # Compiled Object files *.slo *.lo *.o # Compiled Dynamic libraries *.so # Compiled Static libraries *.lai *.la *.a VMMLib-1.4.0/ACKNOWLEDGEMENTS000644 000765 000024 00000005543 12002261450 015137 0ustar00eilestaff000000 000000 =========================================================================== enable_if (http://www.boost.org/doc/libs/1_39_0/libs/utility/enable_if.html) =========================================================================== Boost Software License - Version 1.0 - August 17th, 2003 Permission is hereby granted, free of charge, to any person or organization obtaining a copy of the software and accompanying documentation covered by this license (the "Software") to use, reproduce, display, distribute, execute, and transmit the Software, and to prepare derivative works of the Software, and to permit third-parties to whom the Software is furnished to do so, all subject to the following: The copyright notices in the Software and this entire statement, including the above license grant, this restriction and the following disclaimer, must be included in all copies of the Software, in whole or in part, and all derivative works of the Software, unless such copies or derivative works are solely in the form of machine-executable object code generated by a source language processor. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE COPYRIGHT HOLDERS OR ANYONE DISTRIBUTING THE SOFTWARE BE LIABLE FOR ANY DAMAGES OR OTHER LIABILITY, WHETHER IN CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. =========================================================================== Parts of vector and matrix code (http://www.cs.cmu.edu/~ajw/doc/vl.html) =========================================================================== Except where otherwise noted, Copyright (c) 2000 Andrew Willmott. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form have no conditions on them. THIS SOFTWARE IS PROVIDED ``AS IS'' AND ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. VMMLib-1.4.0/AUTHORS000644 000765 000024 00000001261 12002261450 013723 0ustar00eilestaff000000 000000 VMMLib - Vector & Matrix Math Lib - AUTHORS Susanne Suter (susuter@ifi.uzh.ch) Jonas Boesch (boesch@ifi.uzh.ch) Stefan Eilemann (eile@eyescale.ch) Renato Pajarola (pajarola@ifi.uzh.ch) Philip Schlegel (schlegel@ifi.uzh.ch) With contributions from: Daniel Pfeifer (daniel@pfeifer-mail.de) - CMake Build System, Linux fixes Jaroslav Skarvada (jskarvad@redhat.com) - Red Hat packaging, RH compatibility fixes Bas Wijnen (wijnen@debian.org) - Debian packaging see ACKNOWLEDGEMENTS - Parts of the source code of VMMLib were inspired by David Eberly's Wild Magic and Andrew Willmott's VL. - enable_if was inspired by Boost (http://www.boost.org/doc/libs/1_39_0/libs/utility/enable_if.html) VMMLib-1.4.0/CHANGES000644 000765 000024 00000000115 12002261450 013643 0ustar00eilestaff000000 000000 2012-02-21: validator class instead of matrix.is_valid(), vector.is_valid()VMMLib-1.4.0/CMake/000755 000765 000024 00000000000 12002261451 013634 5ustar00eilestaff000000 000000 VMMLib-1.4.0/CMake/.gitignore000644 000765 000024 00000000011 12002261450 015613 0ustar00eilestaff000000 000000 Makefile VMMLib-1.4.0/CMake/2.8/000755 000765 000024 00000000000 12002261450 014142 5ustar00eilestaff000000 000000 VMMLib-1.4.0/CMake/2.8/CMakeParseArguments.cmake000644 000765 000024 00000013403 12002261450 021006 0ustar00eilestaff000000 000000 # CMAKE_PARSE_ARGUMENTS( args...) # # CMAKE_PARSE_ARGUMENTS() is intended to be used in macros or functions for # parsing the arguments given to that macro or function. # It processes the arguments and defines a set of variables which hold the # values of the respective options. # # The argument contains all options for the respective macro, # i.e. keywords which can be used when calling the macro without any value # following, like e.g. the OPTIONAL keyword of the install() command. # # The argument contains all keywords for this macro # which are followed by one value, like e.g. DESTINATION keyword of the # install() command. # # The argument contains all keywords for this macro # which can be followed by more than one value, like e.g. the TARGETS or # FILES keywords of the install() command. # # When done, CMAKE_PARSE_ARGUMENTS() will have defined for each of the # keywords listed in , and # a variable composed of the given # followed by "_" and the name of the respective keyword. # These variables will then hold the respective value from the argument list. # For the keywords this will be TRUE or FALSE. # # All remaining arguments are collected in a variable # _UNPARSED_ARGUMENTS, this can be checked afterwards to see whether # your macro was called with unrecognized parameters. # # As an example here a my_install() macro, which takes similar arguments as the # real install() command: # # function(MY_INSTALL) # set(options OPTIONAL FAST) # set(oneValueArgs DESTINATION RENAME) # set(multiValueArgs TARGETS CONFIGURATIONS) # cmake_parse_arguments(MY_INSTALL "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN} ) # ... # # Assume my_install() has been called like this: # my_install(TARGETS foo bar DESTINATION bin OPTIONAL blub) # # After the cmake_parse_arguments() call the macro will have set the following # variables: # MY_INSTALL_OPTIONAL = TRUE # MY_INSTALL_FAST = FALSE (this option was not used when calling my_install() # MY_INSTALL_DESTINATION = "bin" # MY_INSTALL_RENAME = "" (was not used) # MY_INSTALL_TARGETS = "foo;bar" # MY_INSTALL_CONFIGURATIONS = "" (was not used) # MY_INSTALL_UNPARSED_ARGUMENTS = "blub" (no value expected after "OPTIONAL" # # You can the continue and process these variables. # # Keywords terminate lists of values, e.g. if directly after a one_value_keyword # another recognized keyword follows, this is interpreted as the beginning of # the new option. # E.g. my_install(TARGETS foo DESTINATION OPTIONAL) would result in # MY_INSTALL_DESTINATION set to "OPTIONAL", but MY_INSTALL_DESTINATION would # be empty and MY_INSTALL_OPTIONAL would be set to TRUE therefor. #============================================================================= # Copyright 2010 Alexander Neundorf # # Distributed under the OSI-approved BSD License (the "License"); # see accompanying file Copyright.txt for details. # # This software is distributed WITHOUT ANY WARRANTY; without even the # implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. # See the License for more information. #============================================================================= # (To distribute this file outside of CMake, substitute the full # License text for the above reference.) if(__CMAKE_PARSE_ARGUMENTS_INCLUDED) return() endif() set(__CMAKE_PARSE_ARGUMENTS_INCLUDED TRUE) function(CMAKE_PARSE_ARGUMENTS prefix _optionNames _singleArgNames _multiArgNames) # first set all result variables to empty/FALSE foreach(arg_name ${_singleArgNames} ${_multiArgNames}) set(${prefix}_${arg_name}) endforeach(arg_name) foreach(option ${_optionNames}) set(${prefix}_${option} FALSE) endforeach(option) set(${prefix}_UNPARSED_ARGUMENTS) set(insideValues FALSE) set(currentArgName) # now iterate over all arguments and fill the result variables foreach(currentArg ${ARGN}) list(FIND _optionNames "${currentArg}" optionIndex) # ... then this marks the end of the arguments belonging to this keyword list(FIND _singleArgNames "${currentArg}" singleArgIndex) # ... then this marks the end of the arguments belonging to this keyword list(FIND _multiArgNames "${currentArg}" multiArgIndex) # ... then this marks the end of the arguments belonging to this keyword if(${optionIndex} EQUAL -1 AND ${singleArgIndex} EQUAL -1 AND ${multiArgIndex} EQUAL -1) if(insideValues) if("${insideValues}" STREQUAL "SINGLE") set(${prefix}_${currentArgName} ${currentArg}) set(insideValues FALSE) elseif("${insideValues}" STREQUAL "MULTI") list(APPEND ${prefix}_${currentArgName} ${currentArg}) endif() else(insideValues) list(APPEND ${prefix}_UNPARSED_ARGUMENTS ${currentArg}) endif(insideValues) else() if(NOT ${optionIndex} EQUAL -1) set(${prefix}_${currentArg} TRUE) set(insideValues FALSE) elseif(NOT ${singleArgIndex} EQUAL -1) set(currentArgName ${currentArg}) set(${prefix}_${currentArgName}) set(insideValues "SINGLE") elseif(NOT ${multiArgIndex} EQUAL -1) set(currentArgName ${currentArg}) set(${prefix}_${currentArgName}) set(insideValues "MULTI") endif() endif() endforeach(currentArg) # propagate the result variables to the caller: foreach(arg_name ${_singleArgNames} ${_multiArgNames} ${_optionNames}) set(${prefix}_${arg_name} ${${prefix}_${arg_name}} PARENT_SCOPE) endforeach(arg_name) set(${prefix}_UNPARSED_ARGUMENTS ${${prefix}_UNPARSED_ARGUMENTS} PARENT_SCOPE) endfunction(CMAKE_PARSE_ARGUMENTS _options _singleArgs _multiArgs) VMMLib-1.4.0/CMake/2.8/FindBISON.cmake000644 000765 000024 00000015146 12002261450 016626 0ustar00eilestaff000000 000000 # - Find bison executable and provides macros to generate custom build rules # The module defines the following variables: # # BISON_EXECUTABLE - path to the bison program # BISON_VERSION - version of bison # BISON_FOUND - true if the program was found # # The minimum required version of bison can be specified using the # standard CMake syntax, e.g. find_package(BISON 2.1.3) # # If bison is found, the module defines the macros: # BISON_TARGET( [VERBOSE ] # [COMPILE_FLAGS ]) # which will create a custom rule to generate a parser. is # the path to a yacc file. is the name of the source file # generated by bison. A header file is also be generated, and contains # the token list. If COMPILE_FLAGS option is specified, the next # parameter is added in the bison command line. if VERBOSE option is # specified, is created and contains verbose descriptions of the # grammar and parser. The macro defines a set of variables: # BISON_${Name}_DEFINED - true is the macro ran successfully # BISON_${Name}_INPUT - The input source file, an alias for # BISON_${Name}_OUTPUT_SOURCE - The source file generated by bison # BISON_${Name}_OUTPUT_HEADER - The header file generated by bison # BISON_${Name}_OUTPUTS - The sources files generated by bison # BISON_${Name}_COMPILE_FLAGS - Options used in the bison command line # # ==================================================================== # Example: # # find_package(BISON) # BISON_TARGET(MyParser parser.y ${CMAKE_CURRENT_BINARY_DIR}/parser.cpp) # add_executable(Foo main.cpp ${BISON_MyParser_OUTPUTS}) # ==================================================================== #============================================================================= # Copyright 2009 Kitware, Inc. # Copyright 2006 Tristan Carel # # Distributed under the OSI-approved BSD License (the "License"); # see accompanying file Copyright.txt for details. # # This software is distributed WITHOUT ANY WARRANTY; without even the # implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. # See the License for more information. #============================================================================= # (To distribute this file outside of CMake, substitute the full # License text for the above reference.) FIND_PROGRAM(BISON_EXECUTABLE bison DOC "path to the bison executable") MARK_AS_ADVANCED(BISON_EXECUTABLE) IF(BISON_EXECUTABLE) EXECUTE_PROCESS(COMMAND ${BISON_EXECUTABLE} --version OUTPUT_VARIABLE BISON_version_output ERROR_VARIABLE BISON_version_error RESULT_VARIABLE BISON_version_result OUTPUT_STRIP_TRAILING_WHITESPACE) IF(NOT ${BISON_version_result} EQUAL 0) MESSAGE(SEND_ERROR "Command \"${BISON_EXECUTABLE} --version\" failed with output:\n${BISON_version_error}") ELSE() STRING(REGEX REPLACE "^bison \\(GNU Bison\\) ([^\n]+)\n.*" "\\1" BISON_VERSION "${BISON_version_output}") ENDIF() # internal macro MACRO(BISON_TARGET_option_verbose Name BisonOutput filename) LIST(APPEND BISON_TARGET_cmdopt "--verbose") GET_FILENAME_COMPONENT(BISON_TARGET_output_path "${BisonOutput}" PATH) GET_FILENAME_COMPONENT(BISON_TARGET_output_name "${BisonOutput}" NAME_WE) ADD_CUSTOM_COMMAND(OUTPUT ${filename} COMMAND ${CMAKE_COMMAND} ARGS -E copy "${BISON_TARGET_output_path}/${BISON_TARGET_output_name}.output" "${filename}" DEPENDS "${BISON_TARGET_output_path}/${BISON_TARGET_output_name}.output" COMMENT "[BISON][${Name}] Copying bison verbose table to ${filename}" WORKING_DIRECTORY ${CMAKE_SOURCE_DIR}) SET(BISON_${Name}_VERBOSE_FILE ${filename}) LIST(APPEND BISON_TARGET_extraoutputs "${BISON_TARGET_output_path}/${BISON_TARGET_output_name}.output") ENDMACRO(BISON_TARGET_option_verbose) # internal macro MACRO(BISON_TARGET_option_extraopts Options) SET(BISON_TARGET_extraopts "${Options}") SEPARATE_ARGUMENTS(BISON_TARGET_extraopts) LIST(APPEND BISON_TARGET_cmdopt ${BISON_TARGET_extraopts}) ENDMACRO(BISON_TARGET_option_extraopts) #============================================================ # BISON_TARGET (public macro) #============================================================ # MACRO(BISON_TARGET Name BisonInput BisonOutput) SET(BISON_TARGET_output_header "") SET(BISON_TARGET_cmdopt "") SET(BISON_TARGET_outputs "${BisonOutput}") IF(NOT ${ARGC} EQUAL 3 AND NOT ${ARGC} EQUAL 5 AND NOT ${ARGC} EQUAL 7) MESSAGE(SEND_ERROR "Usage") ELSE() # Parsing parameters IF(${ARGC} GREATER 5 OR ${ARGC} EQUAL 5) IF("${ARGV3}" STREQUAL "VERBOSE") BISON_TARGET_option_verbose(${Name} ${BisonOutput} "${ARGV4}") ENDIF() IF("${ARGV3}" STREQUAL "COMPILE_FLAGS") BISON_TARGET_option_extraopts("${ARGV4}") ENDIF() ENDIF() IF(${ARGC} EQUAL 7) IF("${ARGV5}" STREQUAL "VERBOSE") BISON_TARGET_option_verbose(${Name} ${BisonOutput} "${ARGV6}") ENDIF() IF("${ARGV5}" STREQUAL "COMPILE_FLAGS") BISON_TARGET_option_extraopts("${ARGV6}") ENDIF() ENDIF() # Header's name generated by bison (see option -d) LIST(APPEND BISON_TARGET_cmdopt "-d") STRING(REGEX REPLACE "^(.*)(\\.[^.]*)$" "\\2" _fileext "${ARGV2}") STRING(REPLACE "c" "h" _fileext ${_fileext}) STRING(REGEX REPLACE "^(.*)(\\.[^.]*)$" "\\1${_fileext}" BISON_${Name}_OUTPUT_HEADER "${ARGV2}") LIST(APPEND BISON_TARGET_outputs "${BISON_${Name}_OUTPUT_HEADER}") ADD_CUSTOM_COMMAND(OUTPUT ${BISON_TARGET_outputs} ${BISON_TARGET_extraoutputs} COMMAND ${BISON_EXECUTABLE} ARGS ${BISON_TARGET_cmdopt} -o ${ARGV2} ${ARGV1} DEPENDS ${ARGV1} COMMENT "[BISON][${Name}] Building parser with bison ${BISON_VERSION}" WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}) # define target variables SET(BISON_${Name}_DEFINED TRUE) SET(BISON_${Name}_INPUT ${ARGV1}) SET(BISON_${Name}_OUTPUTS ${BISON_TARGET_outputs}) SET(BISON_${Name}_COMPILE_FLAGS ${BISON_TARGET_cmdopt}) SET(BISON_${Name}_OUTPUT_SOURCE "${BisonOutput}") ENDIF(NOT ${ARGC} EQUAL 3 AND NOT ${ARGC} EQUAL 5 AND NOT ${ARGC} EQUAL 7) ENDMACRO(BISON_TARGET) # #============================================================ ENDIF(BISON_EXECUTABLE) INCLUDE("${CMAKE_SOURCE_DIR}/CMake/2.8/FindPackageHandleStandardArgs.cmake") FIND_PACKAGE_HANDLE_STANDARD_ARGS(BISON REQUIRED_VARS BISON_EXECUTABLE VERSION_VAR BISON_VERSION) # FindBISON.cmake ends here VMMLib-1.4.0/CMake/2.8/FindFLEX.cmake000644 000765 000024 00000013404 12002261450 016505 0ustar00eilestaff000000 000000 # - Find flex executable and provides a macro to generate custom build rules # # The module defines the following variables: # FLEX_FOUND - true is flex executable is found # FLEX_EXECUTABLE - the path to the flex executable # FLEX_VERSION - the version of flex # FLEX_LIBRARIES - The flex libraries # # The minimum required version of flex can be specified using the # standard syntax, e.g. FIND_PACKAGE(FLEX 2.5.13) # # # If flex is found on the system, the module provides the macro: # FLEX_TARGET(Name FlexInput FlexOutput [COMPILE_FLAGS ]) # which creates a custom command to generate the file from # the file. If COMPILE_FLAGS option is specified, the next # parameter is added to the flex command line. Name is an alias used to # get details of this custom command. Indeed the macro defines the # following variables: # FLEX_${Name}_DEFINED - true is the macro ran successfully # FLEX_${Name}_OUTPUTS - the source file generated by the custom rule, an # alias for FlexOutput # FLEX_${Name}_INPUT - the flex source file, an alias for ${FlexInput} # # Flex scanners oftenly use tokens defined by Bison: the code generated # by Flex depends of the header generated by Bison. This module also # defines a macro: # ADD_FLEX_BISON_DEPENDENCY(FlexTarget BisonTarget) # which adds the required dependency between a scanner and a parser # where and are the first parameters of # respectively FLEX_TARGET and BISON_TARGET macros. # # ==================================================================== # Example: # # find_package(BISON) # find_package(FLEX) # # BISON_TARGET(MyParser parser.y ${CMAKE_CURRENT_BINARY_DIR}/parser.cpp # FLEX_TARGET(MyScanner lexer.l ${CMAKE_CURRENT_BIANRY_DIR}/lexer.cpp) # ADD_FLEX_BISON_DEPENDENCY(MyScanner MyParser) # # include_directories(${CMAKE_CURRENT_BINARY_DIR}) # add_executable(Foo # Foo.cc # ${BISON_MyParser_OUTPUTS} # ${FLEX_MyScanner_OUTPUTS} # ) # ==================================================================== #============================================================================= # Copyright 2009 Kitware, Inc. # Copyright 2006 Tristan Carel # # Distributed under the OSI-approved BSD License (the "License"); # see accompanying file Copyright.txt for details. # # This software is distributed WITHOUT ANY WARRANTY; without even the # implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. # See the License for more information. #============================================================================= # (To distribute this file outside of CMake, substitute the full # License text for the above reference.) FIND_PROGRAM(FLEX_EXECUTABLE flex DOC "path to the flex executable") MARK_AS_ADVANCED(FLEX_EXECUTABLE) FIND_LIBRARY(FL_LIBRARY NAMES fl DOC "path to the fl library") MARK_AS_ADVANCED(FL_LIBRARY) SET(FLEX_LIBRARIES ${FL_LIBRARY}) IF(FLEX_EXECUTABLE) EXECUTE_PROCESS(COMMAND ${FLEX_EXECUTABLE} --version OUTPUT_VARIABLE FLEX_version_output ERROR_VARIABLE FLEX_version_error RESULT_VARIABLE FLEX_version_result OUTPUT_STRIP_TRAILING_WHITESPACE) IF(NOT ${FLEX_version_result} EQUAL 0) IF(FLEX_FIND_REQUIRED) MESSAGE(SEND_ERROR "Command \"${FLEX_EXECUTABLE} --version\" failed with output:\n${FLEX_version_output}\n${FLEX_version_error}") ELSE() MESSAGE("Command \"${FLEX_EXECUTABLE} --version\" failed with output:\n${FLEX_version_output}\n${FLEX_version_error}\nFLEX_VERSION will not be available") ENDIF() ELSE() STRING(REGEX REPLACE "^flex (.*)$" "\\1" FLEX_VERSION "${FLEX_version_output}") ENDIF() #============================================================ # FLEX_TARGET (public macro) #============================================================ # MACRO(FLEX_TARGET Name Input Output) SET(FLEX_TARGET_usage "FLEX_TARGET( [COMPILE_FLAGS ]") IF(${ARGC} GREATER 3) IF(${ARGC} EQUAL 5) IF("${ARGV3}" STREQUAL "COMPILE_FLAGS") SET(FLEX_EXECUTABLE_opts "${ARGV4}") SEPARATE_ARGUMENTS(FLEX_EXECUTABLE_opts) ELSE() MESSAGE(SEND_ERROR ${FLEX_TARGET_usage}) ENDIF() ELSE() MESSAGE(SEND_ERROR ${FLEX_TARGET_usage}) ENDIF() ENDIF() ADD_CUSTOM_COMMAND(OUTPUT ${Output} COMMAND ${FLEX_EXECUTABLE} ARGS ${FLEX_EXECUTABLE_opts} -o${Output} ${Input} DEPENDS ${Input} COMMENT "[FLEX][${Name}] Building scanner with flex ${FLEX_VERSION}" WORKING_DIRECTORY ${CMAKE_CURRENT_SOURCE_DIR}) SET(FLEX_${Name}_DEFINED TRUE) SET(FLEX_${Name}_OUTPUTS ${Output}) SET(FLEX_${Name}_INPUT ${Input}) SET(FLEX_${Name}_COMPILE_FLAGS ${FLEX_EXECUTABLE_opts}) ENDMACRO(FLEX_TARGET) #============================================================ #============================================================ # ADD_FLEX_BISON_DEPENDENCY (public macro) #============================================================ # MACRO(ADD_FLEX_BISON_DEPENDENCY FlexTarget BisonTarget) IF(NOT FLEX_${FlexTarget}_OUTPUTS) MESSAGE(SEND_ERROR "Flex target `${FlexTarget}' does not exists.") ENDIF() IF(NOT BISON_${BisonTarget}_OUTPUT_HEADER) MESSAGE(SEND_ERROR "Bison target `${BisonTarget}' does not exists.") ENDIF() SET_SOURCE_FILES_PROPERTIES(${FLEX_${FlexTarget}_OUTPUTS} PROPERTIES OBJECT_DEPENDS ${BISON_${BisonTarget}_OUTPUT_HEADER}) ENDMACRO(ADD_FLEX_BISON_DEPENDENCY) #============================================================ ENDIF(FLEX_EXECUTABLE) INCLUDE("${CMAKE_SOURCE_DIR}/CMake/2.8/FindPackageHandleStandardArgs.cmake") FIND_PACKAGE_HANDLE_STANDARD_ARGS(FLEX REQUIRED_VARS FLEX_EXECUTABLE VERSION_VAR FLEX_VERSION) # FindFLEX.cmake ends here VMMLib-1.4.0/CMake/2.8/FindPackageHandleStandardArgs.cmake000644 000765 000024 00000026311 12002261450 022715 0ustar00eilestaff000000 000000 # FIND_PACKAGE_HANDLE_STANDARD_ARGS( ... ) # # This function is intended to be used in FindXXX.cmake modules files. # It handles the REQUIRED, QUIET and version-related arguments to FIND_PACKAGE(). # It also sets the _FOUND variable. # The package is considered found if all variables ... listed contain # valid results, e.g. valid filepaths. # # There are two modes of this function. The first argument in both modes is # the name of the Find-module where it is called (in original casing). # # The first simple mode looks like this: # FIND_PACKAGE_HANDLE_STANDARD_ARGS( (DEFAULT_MSG|"Custom failure message") ... ) # If the variables to are all valid, then _FOUND # will be set to TRUE. # If DEFAULT_MSG is given as second argument, then the function will generate # itself useful success and error messages. You can also supply a custom error message # for the failure case. This is not recommended. # # The second mode is more powerful and also supports version checking: # FIND_PACKAGE_HANDLE_STANDARD_ARGS(NAME [REQUIRED_VARS ...] # [VERSION_VAR # [CONFIG_MODE] # [FAIL_MESSAGE "Custom failure message"] ) # # As above, if through are all valid, _FOUND # will be set to TRUE. # After REQUIRED_VARS the variables which are required for this package are listed. # Following VERSION_VAR the name of the variable can be specified which holds # the version of the package which has been found. If this is done, this version # will be checked against the (potentially) specified required version used # in the find_package() call. The EXACT keyword is also handled. The default # messages include information about the required version and the version # which has been actually found, both if the version is ok or not. # Use the option CONFIG_MODE if your FindXXX.cmake module is a wrapper for # a find_package(... NO_MODULE) call, in this case all the information # provided by the config-mode of find_package() will be evaluated # automatically. # Via FAIL_MESSAGE a custom failure message can be specified, if this is not # used, the default message will be displayed. # # Example for mode 1: # # FIND_PACKAGE_HANDLE_STANDARD_ARGS(LibXml2 DEFAULT_MSG LIBXML2_LIBRARY LIBXML2_INCLUDE_DIR) # # LibXml2 is considered to be found, if both LIBXML2_LIBRARY and # LIBXML2_INCLUDE_DIR are valid. Then also LIBXML2_FOUND is set to TRUE. # If it is not found and REQUIRED was used, it fails with FATAL_ERROR, # independent whether QUIET was used or not. # If it is found, success will be reported, including the content of . # On repeated Cmake runs, the same message won't be printed again. # # Example for mode 2: # # FIND_PACKAGE_HANDLE_STANDARD_ARGS(BISON REQUIRED_VARS BISON_EXECUTABLE # VERSION_VAR BISON_VERSION) # In this case, BISON is considered to be found if the variable(s) listed # after REQUIRED_VAR are all valid, i.e. BISON_EXECUTABLE in this case. # Also the version of BISON will be checked by using the version contained # in BISON_VERSION. # Since no FAIL_MESSAGE is given, the default messages will be printed. # # Another example for mode 2: # # FIND_PACKAGE(Automoc4 QUIET NO_MODULE HINTS /opt/automoc4) # FIND_PACKAGE_HANDLE_STANDARD_ARGS(Automoc4 CONFIG_MODE) # In this case, FindAutmoc4.cmake wraps a call to FIND_PACKAGE(Automoc4 NO_MODULE) # and adds an additional search directory for automoc4. # The following FIND_PACKAGE_HANDLE_STANDARD_ARGS() call produces a proper # success/error message. #============================================================================= # Copyright 2007-2009 Kitware, Inc. # # Distributed under the OSI-approved BSD License (the "License"); # see accompanying file Copyright.txt for details. # # This software is distributed WITHOUT ANY WARRANTY; without even the # implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. # See the License for more information. #============================================================================= # (To distribute this file outside of CMake, substitute the full # License text for the above reference.) INCLUDE(FindPackageMessage) INCLUDE(CMakeParseArguments) # internal helper macro MACRO(_FPHSA_FAILURE_MESSAGE _msg) IF (${_NAME}_FIND_REQUIRED) MESSAGE(FATAL_ERROR "${_msg}") ELSE (${_NAME}_FIND_REQUIRED) IF (NOT ${_NAME}_FIND_QUIETLY) MESSAGE(STATUS "${_msg}") ENDIF (NOT ${_NAME}_FIND_QUIETLY) ENDIF (${_NAME}_FIND_REQUIRED) ENDMACRO(_FPHSA_FAILURE_MESSAGE _msg) # internal helper macro to generate the failure message when used in CONFIG_MODE: MACRO(_FPHSA_HANDLE_FAILURE_CONFIG_MODE) # _CONFIG is set, but FOUND is false, this means that some other of the REQUIRED_VARS was not found: IF(${_NAME}_CONFIG) _FPHSA_FAILURE_MESSAGE("${FPHSA_FAIL_MESSAGE}: missing: ${MISSING_VARS} (found ${${_NAME}_CONFIG} ${VERSION_MSG})") ELSE(${_NAME}_CONFIG) # If _CONSIDERED_CONFIGS is set, the config-file has been found, but no suitable version. # List them all in the error message: IF(${_NAME}_CONSIDERED_CONFIGS) SET(configsText "") LIST(LENGTH ${_NAME}_CONSIDERED_CONFIGS configsCount) MATH(EXPR configsCount "${configsCount} - 1") FOREACH(currentConfigIndex RANGE ${configsCount}) LIST(GET ${_NAME}_CONSIDERED_CONFIGS ${currentConfigIndex} filename) LIST(GET ${_NAME}_CONSIDERED_VERSIONS ${currentConfigIndex} version) SET(configsText "${configsText} ${filename} (version ${version})\n") ENDFOREACH(currentConfigIndex) _FPHSA_FAILURE_MESSAGE("${FPHSA_FAIL_MESSAGE} ${VERSION_MSG}, checked the following files:\n${configsText}") ELSE(${_NAME}_CONSIDERED_CONFIGS) # Simple case: No Config-file was found at all: _FPHSA_FAILURE_MESSAGE("${FPHSA_FAIL_MESSAGE}: found neither ${_NAME}Config.cmake nor ${_NAME_LOWER}-config.cmake ${VERSION_MSG}") ENDIF(${_NAME}_CONSIDERED_CONFIGS) ENDIF(${_NAME}_CONFIG) ENDMACRO(_FPHSA_HANDLE_FAILURE_CONFIG_MODE) FUNCTION(FIND_PACKAGE_HANDLE_STANDARD_ARGS _NAME _FIRST_ARG) # set up the arguments for CMAKE_PARSE_ARGUMENTS and check whether we are in # new extended or in the "old" mode: SET(options CONFIG_MODE) SET(oneValueArgs FAIL_MESSAGE VERSION_VAR) SET(multiValueArgs REQUIRED_VARS) SET(_KEYWORDS_FOR_EXTENDED_MODE ${options} ${oneValueArgs} ${multiValueArgs} ) LIST(FIND _KEYWORDS_FOR_EXTENDED_MODE "${_FIRST_ARG}" INDEX) IF(${INDEX} EQUAL -1) SET(FPHSA_FAIL_MESSAGE ${_FIRST_ARG}) SET(FPHSA_REQUIRED_VARS ${ARGN}) SET(FPHSA_VERSION_VAR) ELSE(${INDEX} EQUAL -1) CMAKE_PARSE_ARGUMENTS(FPHSA "${options}" "${oneValueArgs}" "${multiValueArgs}" ${_FIRST_ARG} ${ARGN}) IF(FPHSA_UNPARSED_ARGUMENTS) MESSAGE(FATAL_ERROR "Unknown keywords given to FIND_PACKAGE_HANDLE_STANDARD_ARGS(): \"${FPHSA_UNPARSED_ARGUMENTS}\"") ENDIF(FPHSA_UNPARSED_ARGUMENTS) IF(NOT FPHSA_FAIL_MESSAGE) SET(FPHSA_FAIL_MESSAGE "DEFAULT_MSG") ENDIF(NOT FPHSA_FAIL_MESSAGE) ENDIF(${INDEX} EQUAL -1) # now that we collected all arguments, process them IF("${FPHSA_FAIL_MESSAGE}" STREQUAL "DEFAULT_MSG") SET(FPHSA_FAIL_MESSAGE "Could NOT find ${_NAME}") ENDIF("${FPHSA_FAIL_MESSAGE}" STREQUAL "DEFAULT_MSG") # In config-mode, we rely on the variable _CONFIG, which is set by find_package() # when it successfully found the config-file, including version checking: IF(FPHSA_CONFIG_MODE) LIST(INSERT FPHSA_REQUIRED_VARS 0 ${_NAME}_CONFIG) LIST(REMOVE_DUPLICATES FPHSA_REQUIRED_VARS) SET(FPHSA_VERSION_VAR ${_NAME}_VERSION) ENDIF(FPHSA_CONFIG_MODE) IF(NOT FPHSA_REQUIRED_VARS) MESSAGE(FATAL_ERROR "No REQUIRED_VARS specified for FIND_PACKAGE_HANDLE_STANDARD_ARGS()") ENDIF(NOT FPHSA_REQUIRED_VARS) LIST(GET FPHSA_REQUIRED_VARS 0 _FIRST_REQUIRED_VAR) STRING(TOUPPER ${_NAME} _NAME_UPPER) STRING(TOLOWER ${_NAME} _NAME_LOWER) # collect all variables which were not found, so they can be printed, so the # user knows better what went wrong (#6375) SET(MISSING_VARS "") SET(DETAILS "") SET(${_NAME_UPPER}_FOUND TRUE) # check if all passed variables are valid FOREACH(_CURRENT_VAR ${FPHSA_REQUIRED_VARS}) IF(NOT ${_CURRENT_VAR}) SET(${_NAME_UPPER}_FOUND FALSE) SET(MISSING_VARS "${MISSING_VARS} ${_CURRENT_VAR}") ELSE(NOT ${_CURRENT_VAR}) SET(DETAILS "${DETAILS}[${${_CURRENT_VAR}}]") ENDIF(NOT ${_CURRENT_VAR}) ENDFOREACH(_CURRENT_VAR) # version handling: SET(VERSION_MSG "") SET(VERSION_OK TRUE) SET(VERSION ${${FPHSA_VERSION_VAR}} ) IF (${_NAME}_FIND_VERSION) IF(VERSION) IF(${_NAME}_FIND_VERSION_EXACT) # exact version required IF (NOT "${${_NAME}_FIND_VERSION}" VERSION_EQUAL "${VERSION}") SET(VERSION_MSG "Found unsuitable version \"${VERSION}\", but required is exact version \"${${_NAME}_FIND_VERSION}\"") SET(VERSION_OK FALSE) ELSE (NOT "${${_NAME}_FIND_VERSION}" VERSION_EQUAL "${VERSION}") SET(VERSION_MSG "(found suitable exact version \"${VERSION}\")") ENDIF (NOT "${${_NAME}_FIND_VERSION}" VERSION_EQUAL "${VERSION}") ELSE(${_NAME}_FIND_VERSION_EXACT) # minimum version specified: IF ("${${_NAME}_FIND_VERSION}" VERSION_GREATER "${VERSION}") SET(VERSION_MSG "Found unsuitable version \"${VERSION}\", but required is at least \"${${_NAME}_FIND_VERSION}\"") SET(VERSION_OK FALSE) ELSE ("${${_NAME}_FIND_VERSION}" VERSION_GREATER "${VERSION}") SET(VERSION_MSG "(found suitable version \"${VERSION}\", required is \"${${_NAME}_FIND_VERSION}\")") ENDIF ("${${_NAME}_FIND_VERSION}" VERSION_GREATER "${VERSION}") ENDIF(${_NAME}_FIND_VERSION_EXACT) ELSE(VERSION) # if the package was not found, but a version was given, add that to the output: IF(${_NAME}_FIND_VERSION_EXACT) SET(VERSION_MSG "(Required is exact version \"${${_NAME}_FIND_VERSION}\")") ELSE(${_NAME}_FIND_VERSION_EXACT) SET(VERSION_MSG "(Required is at least version \"${${_NAME}_FIND_VERSION}\")") ENDIF(${_NAME}_FIND_VERSION_EXACT) ENDIF(VERSION) ELSE (${_NAME}_FIND_VERSION) IF(VERSION) SET(VERSION_MSG "(found version \"${VERSION}\")") ENDIF(VERSION) ENDIF (${_NAME}_FIND_VERSION) IF(VERSION_OK) SET(DETAILS "${DETAILS}[v${VERSION}(${${_NAME}_FIND_VERSION})]") ELSE(VERSION_OK) SET(${_NAME_UPPER}_FOUND FALSE) ENDIF(VERSION_OK) # print the result: IF (${_NAME_UPPER}_FOUND) FIND_PACKAGE_MESSAGE(${_NAME} "Found ${_NAME}: ${${_FIRST_REQUIRED_VAR}} ${VERSION_MSG}" "${DETAILS}") ELSE (${_NAME_UPPER}_FOUND) IF(FPHSA_CONFIG_MODE) _FPHSA_HANDLE_FAILURE_CONFIG_MODE() ELSE(FPHSA_CONFIG_MODE) IF(NOT VERSION_OK) _FPHSA_FAILURE_MESSAGE("${FPHSA_FAIL_MESSAGE}: ${VERSION_MSG} (found ${${_FIRST_REQUIRED_VAR}})") ELSE(NOT VERSION_OK) _FPHSA_FAILURE_MESSAGE("${FPHSA_FAIL_MESSAGE} (missing: ${MISSING_VARS}) ${VERSION_MSG}") ENDIF(NOT VERSION_OK) ENDIF(FPHSA_CONFIG_MODE) ENDIF (${_NAME_UPPER}_FOUND) SET(${_NAME_UPPER}_FOUND ${${_NAME_UPPER}_FOUND} PARENT_SCOPE) ENDFUNCTION(FIND_PACKAGE_HANDLE_STANDARD_ARGS _FIRST_ARG) VMMLib-1.4.0/CMake/2.8.3/000755 000765 000024 00000000000 12002261450 014303 5ustar00eilestaff000000 000000 VMMLib-1.4.0/CMake/2.8.3/ExternalProject.cmake000644 000765 000024 00000136202 12002261450 020422 0ustar00eilestaff000000 000000 # - Create custom targets to build projects in external trees # The 'ExternalProject_Add' function creates a custom target to drive # download, update/patch, configure, build, install and test steps of an # external project: # ExternalProject_Add( # Name for custom target # [DEPENDS projects...] # Targets on which the project depends # [PREFIX dir] # Root dir for entire project # [LIST_SEPARATOR sep] # Sep to be replaced by ; in cmd lines # [TMP_DIR dir] # Directory to store temporary files # [STAMP_DIR dir] # Directory to store step timestamps # #--Download step-------------- # [DOWNLOAD_DIR dir] # Directory to store downloaded files # [DOWNLOAD_COMMAND cmd...] # Command to download source tree # [CVS_REPOSITORY cvsroot] # CVSROOT of CVS repository # [CVS_MODULE mod] # Module to checkout from CVS repo # [CVS_TAG tag] # Tag to checkout from CVS repo # [SVN_REPOSITORY url] # URL of Subversion repo # [SVN_REVISION rev] # Revision to checkout from Subversion repo # [SVN_USERNAME john ] # Username for Subversion checkout and update # [SVN_PASSWORD doe ] # Password for Subversion checkout and update # [GIT_REPOSITORY url] # URL of git repo # [GIT_TAG tag] # Git branch name, commit id or tag # [URL /.../src.tgz] # Full path or URL of source # [URL_MD5 md5] # MD5 checksum of file at URL # [TIMEOUT seconds] # Time allowed for file download operations # #--Update/Patch step---------- # [UPDATE_COMMAND cmd...] # Source work-tree update command # [PATCH_COMMAND cmd...] # Command to patch downloaded source # #--Configure step------------- # [SOURCE_DIR dir] # Source dir to be used for build # [CONFIGURE_COMMAND cmd...] # Build tree configuration command # [CMAKE_COMMAND /.../cmake] # Specify alternative cmake executable # [CMAKE_GENERATOR gen] # Specify generator for native build # [CMAKE_ARGS args...] # Arguments to CMake command line # #--Build step----------------- # [BINARY_DIR dir] # Specify build dir location # [BUILD_COMMAND cmd...] # Command to drive the native build # [BUILD_IN_SOURCE 1] # Use source dir for build dir # #--Install step--------------- # [INSTALL_DIR dir] # Installation prefix # [INSTALL_COMMAND cmd...] # Command to drive install after build # #--Test step------------------ # [TEST_BEFORE_INSTALL 1] # Add test step executed before install step # [TEST_AFTER_INSTALL 1] # Add test step executed after install step # [TEST_COMMAND cmd...] # Command to drive test # #--Output logging------------- # [LOG_DOWNLOAD 1] # Wrap download in script to log output # [LOG_UPDATE 1] # Wrap update in script to log output # [LOG_CONFIGURE 1] # Wrap configure in script to log output # [LOG_BUILD 1] # Wrap build in script to log output # [LOG_TEST 1] # Wrap test in script to log output # [LOG_INSTALL 1] # Wrap install in script to log output # #--Custom targets------------- # [STEP_TARGETS st1 st2 ...] # Generate custom targets for these steps # ) # The *_DIR options specify directories for the project, with default # directories computed as follows. # If the PREFIX option is given to ExternalProject_Add() or the EP_PREFIX # directory property is set, then an external project is built and installed # under the specified prefix: # TMP_DIR = /tmp # STAMP_DIR = /src/-stamp # DOWNLOAD_DIR = /src # SOURCE_DIR = /src/ # BINARY_DIR = /src/-build # INSTALL_DIR = # Otherwise, if the EP_BASE directory property is set then components # of an external project are stored under the specified base: # TMP_DIR = /tmp/ # STAMP_DIR = /Stamp/ # DOWNLOAD_DIR = /Download/ # SOURCE_DIR = /Source/ # BINARY_DIR = /Build/ # INSTALL_DIR = /Install/ # If no PREFIX, EP_PREFIX, or EP_BASE is specified then the default # is to set PREFIX to "-prefix". # Relative paths are interpreted with respect to the build directory # corresponding to the source directory in which ExternalProject_Add is # invoked. # # If SOURCE_DIR is explicitly set to an existing directory the project # will be built from it. # Otherwise a download step must be specified using one of the # DOWNLOAD_COMMAND, CVS_*, SVN_*, or URL options. # The URL option may refer locally to a directory or source tarball, # or refer to a remote tarball (e.g. http://.../src.tgz). # # The 'ExternalProject_Add_Step' function adds a custom step to an external # project: # ExternalProject_Add_Step( # Names of project and custom step # [COMMAND cmd...] # Command line invoked by this step # [COMMENT "text..."] # Text printed when step executes # [DEPENDEES steps...] # Steps on which this step depends # [DEPENDERS steps...] # Steps that depend on this step # [DEPENDS files...] # Files on which this step depends # [ALWAYS 1] # No stamp file, step always runs # [WORKING_DIRECTORY dir] # Working directory for command # [LOG 1] # Wrap step in script to log output # ) # The command line, comment, and working directory of every standard # and custom step is processed to replace tokens # , # , # , # and # with corresponding property values. # # The 'ExternalProject_Get_Property' function retrieves external project # target properties: # ExternalProject_Get_Property( [prop1 [prop2 [...]]]) # It stores property values in variables of the same name. # Property names correspond to the keyword argument names of # 'ExternalProject_Add'. # # The 'ExternalProject_Add_StepTargets' function generates custom targets for # the steps listed: # ExternalProject_Add_StepTargets( [step1 [step2 [...]]]) # # If STEP_TARGETS is set then ExternalProject_Add_StepTargets is automatically # called at the end of matching calls to ExternalProject_Add_Step. Pass # STEP_TARGETS explicitly to individual ExternalProject_Add calls, or # implicitly to all ExternalProject_Add calls by setting the directory property # EP_STEP_TARGETS. # # If STEP_TARGETS is not set, clients may still manually call # ExternalProject_Add_StepTargets after calling ExternalProject_Add or # ExternalProject_Add_Step. # # This functionality is provided to make it easy to drive the steps # independently of each other by specifying targets on build command lines. # For example, you may be submitting to a sub-project based dashboard, where # you want to drive the configure portion of the build, then submit to the # dashboard, followed by the build portion, followed by tests. If you invoke # a custom target that depends on a step halfway through the step dependency # chain, then all the previous steps will also run to ensure everything is # up to date. # # For example, to drive configure, build and test steps independently for each # ExternalProject_Add call in your project, write the following line prior to # any ExternalProject_Add calls in your CMakeLists file: # # set_property(DIRECTORY PROPERTY EP_STEP_TARGETS configure build test) #============================================================================= # Copyright 2008-2009 Kitware, Inc. # # Distributed under the OSI-approved BSD License (the "License"); # see accompanying file Copyright.txt for details. # # This software is distributed WITHOUT ANY WARRANTY; without even the # implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. # See the License for more information. #============================================================================= # (To distribute this file outside of CMake, substitute the full # License text for the above reference.) # Pre-compute a regex to match documented keywords for each command. math(EXPR _ep_documentation_line_count "${CMAKE_CURRENT_LIST_LINE} - 16") file(STRINGS "${CMAKE_CURRENT_LIST_FILE}" lines LIMIT_COUNT ${_ep_documentation_line_count} REGEX "^# ( \\[[A-Z0-9_]+ [^]]*\\] +#.*$|[A-Za-z0-9_]+\\()") foreach(line IN LISTS lines) if("${line}" MATCHES "^# [A-Za-z0-9_]+\\(") if(_ep_func) set(_ep_keywords_${_ep_func} "${_ep_keywords_${_ep_func}})$") endif() string(REGEX REPLACE "^# ([A-Za-z0-9_]+)\\(.*" "\\1" _ep_func "${line}") #message("function [${_ep_func}]") set(_ep_keywords_${_ep_func} "^(") set(_ep_keyword_sep) else() string(REGEX REPLACE "^# \\[([A-Z0-9_]+) .*" "\\1" _ep_key "${line}") #message(" keyword [${_ep_key}]") set(_ep_keywords_${_ep_func} "${_ep_keywords_${_ep_func}}${_ep_keyword_sep}${_ep_key}") set(_ep_keyword_sep "|") endif() endforeach() if(_ep_func) set(_ep_keywords_${_ep_func} "${_ep_keywords_${_ep_func}})$") endif() function(_ep_parse_arguments f name ns args) # Transfer the arguments to this function into target properties for the # new custom target we just added so that we can set up all the build steps # correctly based on target properties. # # We loop through ARGN and consider the namespace starting with an # upper-case letter followed by at least two more upper-case letters, # numbers or underscores to be keywords. set(key) foreach(arg IN LISTS args) set(is_value 1) if(arg MATCHES "^[A-Z][A-Z0-9_][A-Z0-9_]+$" AND NOT ((arg STREQUAL "${key}") AND (key STREQUAL "COMMAND")) AND NOT arg MATCHES "^(TRUE|FALSE)$") if(_ep_keywords_${f} AND arg MATCHES "${_ep_keywords_${f}}") set(is_value 0) endif() endif() if(is_value) if(key) # Value if(NOT arg STREQUAL "") set_property(TARGET ${name} APPEND PROPERTY ${ns}${key} "${arg}") else() get_property(have_key TARGET ${name} PROPERTY ${ns}${key} SET) if(have_key) get_property(value TARGET ${name} PROPERTY ${ns}${key}) set_property(TARGET ${name} PROPERTY ${ns}${key} "${value};${arg}") else() set_property(TARGET ${name} PROPERTY ${ns}${key} "${arg}") endif() endif() else() # Missing Keyword message(AUTHOR_WARNING "value '${arg}' with no previous keyword in ${f}") endif() else() set(key "${arg}") endif() endforeach() endfunction(_ep_parse_arguments) define_property(DIRECTORY PROPERTY "EP_BASE" INHERITED BRIEF_DOCS "Base directory for External Project storage." FULL_DOCS "See documentation of the ExternalProject_Add() function in the " "ExternalProject module." ) define_property(DIRECTORY PROPERTY "EP_PREFIX" INHERITED BRIEF_DOCS "Top prefix for External Project storage." FULL_DOCS "See documentation of the ExternalProject_Add() function in the " "ExternalProject module." ) define_property(DIRECTORY PROPERTY "EP_STEP_TARGETS" INHERITED BRIEF_DOCS "List of ExternalProject steps that automatically get corresponding targets" FULL_DOCS "See documentation of the ExternalProject_Add_StepTargets() function in the " "ExternalProject module." ) function(_ep_write_gitclone_script script_filename source_dir git_EXECUTABLE git_repository git_tag src_name work_dir) file(WRITE ${script_filename} "if(\"${git_tag}\" STREQUAL \"\") message(FATAL_ERROR \"Tag for git checkout should not be empty.\") endif() execute_process( COMMAND \${CMAKE_COMMAND} -E remove_directory \"${source_dir}\" RESULT_VARIABLE error_code ) if(error_code) message(FATAL_ERROR \"Failed to remove directory: '${source_dir}'\") endif() execute_process( COMMAND \"${git_EXECUTABLE}\" clone \"${git_repository}\" \"${src_name}\" WORKING_DIRECTORY \"${work_dir}\" RESULT_VARIABLE error_code ) if(error_code) message(FATAL_ERROR \"Failed to clone repository: '${git_repository}'\") endif() execute_process( COMMAND \"${git_EXECUTABLE}\" checkout ${git_tag} WORKING_DIRECTORY \"${work_dir}/${src_name}\" RESULT_VARIABLE error_code ) if(error_code) message(FATAL_ERROR \"Failed to checkout tag: '${git_tag}'\") endif() execute_process( COMMAND \"${git_EXECUTABLE}\" submodule init WORKING_DIRECTORY \"${work_dir}/${src_name}\" RESULT_VARIABLE error_code ) if(error_code) message(FATAL_ERROR \"Failed to init submoduleerroT # MD5 checksum of file at URL # yes: # FLEX_FOUND - ssag- mursAdd'MMAND \"${git_EXECUTABLE}\" submodule init WORKING_DIRECTORY \"${work_dir}/${src_name}\" RESULT_VARIABLE error_code ) if(errD - ssade) message(FATAL_ERROR \"Failed to init submodulee" leer(key "${arg}") xternalProject moduleion in the " "Externaect # wig sr module." ) functionrectoryor UR dir]de) md5a-z0-9_dir]de)ds. set(dir]de)ndifs #${dir]de)}ds. set(dir]de)nmsgf}")dir]de)}# MD5 ch"s_${_ep_func} "^et(dir]de)ndifs "_FAI "ds. set(dir]de)nmsgf}nectsep}${_ep_key-z0-9_md5a-z0 set(md5ndifs EXP_EXlueAD5R_EXd5}s_${_ep_func} "^et(md5ndifs "_FAI EXP_EXlueAD5sep}${_ep_key-z0it_repository git_tag src_name T_VARIAB (NOT $\"ect # wiect..ile hae_di=ATArector}'le haedst=ATAor UR}'le haedir]de)=ATAdir]de)nmsginit sne_cou step mule ABLErector}WORKIABLEor UR}WORKISHOWicenseEScall_EXd5ndifs}all_Edir]de)ndifs}all (NOT $sponued sdir]loQUIRn ge") sponue 0 sponue" RESn ge") sponue 1 sponue"^(") UIRlue) sponue" RWHITESPACE) T_VARIABLE error_code ame}\: ect # wiect ATArector}'E("Comm #ponue" R:pty.#ponue" R} #ponue"^(") :pty.#ponue"^(") } loQ:pty.loQ} it submoduleeT_VARIAB (NOT $\"ect # wiect..ihe pait s" leer(key "${arg}") xternaect # wig sr moduleion in the " "Externaverifyg sr module." ) functionor UR md5a-z0it_repository git_tag src_name T_VARIAB (NOT $\"verifySD Licen..ile haeicen=ATAor UR}'it sn^et(verifTHOU0ll # IrectorypNDIF($md5urce # OR "Biipt tphe vas is doi addRlue) ABLEXd5}e(WRITE ${script_filrroT # MD5 cht be empty.\") endif() execuXd5 ABLEor UR}WORKIESS(COMMAND ${FLEXovRKIESS(COMMALT_VARIABLE FLEX_version_RKIESNG_DIRECTORY \"$rvey-z0-9_) rvWHITESPACE) T_VARIABLE error_code ame}\: ense tSD LXd5 taATAor UR}'E("Comm\sep}${_ep_key-z0^(") set(LSE)$de ^([0-9A-Fa-f " Xd5nd verscrip${ov}\"ey-z0^(") ING(TOUPrip${Xd5nd vers} " Xd5nd vers)-z0^(") ING(TOUPriLEXd5}e(Wmd5a--z0-9_) rip${Xd5}e(WRITE ${scrip${Xd5nd vers} "CE) T_VARIABLE error_code ame}\: Xd5 taATAor UR}'E(SEND_ERRbove rrypNDIF($v ifXd5nrypNDIF(:pty.Xd5}E) Td5nd vers:pty.Xd5nd vers} \sep}${_ep_key-z0^et(verifTHOU1 submoduleeoduverifTHOCE) T_VARIAB (NOT $\"verifySD Licen..ihe pait s_ep_func}T_VARIAB (NOT $\"verifySD Licen..ihwarn) :pdige(FATverify======-FAI rce # dif() ?xternule.====?it submodule" leer(key "${arg}") xternaverifyg sr moduleion in the " "Externaextrd vg sr module." ) functionepo # function) messasep "|")difs ""a--z0-9_ functionLSE)$") (\\.bz2|\\.ste\\.gz|\\.sgz|\\.zip) AND "|")difs xfzep}${_ep_key-z0-9_ functionLSE)$") \\.ste AND "|")difs xfep}${_ep_key-z0-9_difs if(key) #T_VARIAB BisonTargetame}\: ece(FATd, s hIL_Mo extrd vaATAg src_nam'ag- ED_ARGtypFOUND T.bz2, .ste, .ste.gz, .sgzet pr.zip #return(ep}${_ep_key-z0it_repository git_tag src_name # CMAKE=====y nameabsol addRy} Sg src_na_the EP_BA_ functionriLEg src_name(WABSOLUTE)Ry} Sg src_na_the EP_BA_ess( COMMANDess( COme(WABSOLUTE)ReT_VARIAB (NOT $\"extrd vect..ile hae_di=A\TAg src_nam'le haedst=A\NDess( COm'it sn-9_) EXbe kerip${g src_name(CE) T_VARIABLE error_code ame}\: =====Mo extrd va(SEND_ERROR "B(FA\TAg src_nam'it submodulee# Liphe va We lomputextrd vectaddRrg MA 1234) wht_reEXbe kerip${ess( COm/../ex- elsp${ime(CE) Ttch documierip${i} + 1it submwht_re)Rrg Me)nite_rip${ess( COm/../ex- elsp${ime(CEit_re") engit_EXECUTABp${e)nite}\"ey-uild rd vai addRT_VARIAB (NOT $\"extrd vect..i [ste ") s}]it suroT # 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Copyrighf((c)(2011-2012 [fan E ilen artr)_ERSIITEPILER DUMPVERSION empty.\cRSIONcm es is doi addRluSste(FA RI e) C [CMIXX_ITEPILER}e) C [CMIXX_ITEPILERcte 1cridumprname fse() empty.\") endifDUMPRITEPILER VcRSIONocuXd5 ABLEor UR}WORKIESS(COMMANDch]d put. # target fN set([0-9]) "|([0-9])( "|[0-9])?R ([^/.\\2" e eDUMPRITEPILER VcRSIONo${DUMPRITEPILER VcRSION}chh]d FUABcuXd5 VcRSION}o${DUMPRITEPILER VcRSION}E pertr)_${_ep_NAME_UPPER}_lsVMMLib-1.4.0/Doxy${_Rule.STS a000644 000765 000024 00000002574u12002261450 017112 0INGar00e NGaff000000 000000 # Copyrighf((c)(2012 [fan E ilen aED_ER}_DOXYAK aFOUFAT) return")_-AMED_AR _rtrds_${falPrTdoc/Doxy${_Layl n.xmlpABC [CMendif() doc/Doxy${_Layl n.xml e@ONLY) _rtrds_${falPrTdoc/Doxy [CM;$C [CMendif() doc/Doxy [CM@ONLY) perty(D_ eachd/DEich th_VARALrtr)") UIRDOXYAK aDD_ )) dSAR ls"fING_DImo_ras(doxy${__")Tdepe(ST Y}e(WRITE ${scriP ;$C [CMendif() CURREye ndi( .STS aionwhich thetDOXYAK aDD_ )) dS}chh ls"fING_DImo_ras(doxy${_(ST DOXYAK analProject CoC [CMendif() doc/Doxy [C ) pty.\") endif() eABC [CMendif() doc ) Sste and"G{_R MAectoAPI docctoryaRtoa usecto exy${_"IVERBAAMMAR ls" )by teste jr exy${_ doxy${__")Tdepechh ls"fING_DImo_ras(github ) Sste(FATL_5}e(WRITE ${scriptt checkout should;$K_ eacy # 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search [Pd, iody#CODASHs abrary)# cmishttps://github.Oh /BlueBra.e/codash(#)#==================================)#)# Tte}\ollowectoenviron [L variabS_s arepremd..Aud #, ifindectoCODASH.)# C [CMPREFIX P) HUcan. PsoebacMe c d, iodjec(smistend_ abrary()bnR di)# docctoryaRtoa).(#)# oCODASHsD_COrnalProjecT # def nite}\ollowecto # WoTvariabS_s: #)# oCODASHsFOUFAT- Was#CODASHsand Pas]ame> #md... # c ISnABSOLNDfouno? #)# oCODASHsVcRSIONo- Tte}rname foot[ODASHswhich_FINDfounor )# oCODASHsVcRSION_ABIU- Tte}DSO}rname foot[ODASHswhich_FINDfounor )# oCODASHsINCLUDorresST- W_rteach p}nd ite}heatersr )# oCODASHsLIBRifIES - Tte}CODASHs abraries(#)#==================================)#tExaSnle U() : #)# tend_pack]e(CCODASHs0.1.0m_difIRED))# Pnclude endif() (ABCODASHsINCLUDorresS}) #)# ls"es is abS_(foo #uo.cc))# ct baselink_ abraries(foo ABCODASHsLIBRifIES}) #)#==================================)#tNamecto) nvSOLtoa:)# Local variabS_s o..ite}\eam _codash_foo)# In WoTvariabS_s o..ite}\eam Codash_FOO)# O # WoTvariabS_s o..ite}\eam CODASHsFOO # arg MATCHet..i [downlo P) HU"St..i [to d! upperres}FindCODASH) include(FindLabraryPack]e() include(FindPack]e(Hle lyStaldardA el tend_ abrary_pack]e(Ccodash TRANSI andColl]e(tDASH) tend_pack]e(_hle ly_ oAldard_o d CCODASHswhFA\TAgMSGANDNDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDCODASHsLIBRifIES CODASHsINCLUDorresSirVMMLib-1.4.0/FindColl]e(.STS a000644 000765 000024 00000006234u12002261450 017011 0INGar00e NGaff000000 000000 #)# Copyrighf(2011 [fan E ilen l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# s arepmet: l(# - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyrighf(namicg,Pddiv)# arg") i) ndi# s and ite}\ollowectoditclaimer.(# - ReditSD buVtoas".eb e" AReam musopremplducebody#abs}\"copyrighf(namicg,)# ddivi arg") i) ndi# s and ite}\ollowectoditclaimerP.ebody#docctoryaRtoa)# and/uilag_rtSmaVARialsamplvidedbdownpody#ditSD buVtoa.(# - Neig_rtSody# ) iEyescale SoftwarepGmbH(natSody# s") iitv)# ) nSD buVorsSmayebacMe c ch endorsepuily(Dmotlamplducts terivAdafromVddiv)# softwarepdownl namd... #campiuildritVAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUTORSl"AS Is")# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTPER}_LIM.sgD TO, THE)# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITNribuFOR AmPARTICULAR PURPOSE)# _RE DISCLAIMED.ore NO EVENTPSHALL THEesaPYRIGHT HOLen uOR 5ONTRIBUTORSlBE)# L endifFOR ANY endif(, d/endif(, d/CIDENTAL, SPECIAL, EXEMPLACV, OR)# 5ONSEQUENTIAL DAMAGES (d/CLUDING, BUTPER}_LIM.sgD TO, P_"CUREe andOF)# SUBSTITUsgzGOODbuOR SERVICri; LOSS OF.USE, DATA, OR P_"FITi; OR BUSINoSS)# INTERRUPAME_) HOWEVER 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER IN)# 5ONTRAf(, RS_ICT.L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWISE))# _RIb\")ore ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(#)#==================================)#)# - FinddColl]e(alProjecT # search [Pd, iody#Coll]e(t abrary)# cmishttp://www. abcoll]e(.net(#)#==================================)#)# Tte}\ollowectoenviron [L variabS_s arepremd..Aud #, ifindectoColl]e(.)# C [CMPREFIX P) HUcan. PsoebacMe c d, iodjec(smistend_ abrary()bnR di)# docctoryaRtoa).(#)# oCOsD_COrn oEQsD_COrnalProjecT # def nite}\ollowecto # WoTvariabS_s: #)# oCOLLAGE_FOUFAT- Was#Coll]e(tand Pas]ame> #md... # c ISnABSOLNDfouno? #)# oCOLLAGE_VcRSIONo- Tte}rname foot[oll]e(twhich_FINDfounor )# oCOLLAGE_VcRSION_ABIU- Tte}DSO}rname foot[oll]e(twhich_FINDfounor )# oCOLLAGE_INCLUDorresST- W_rteach p}nd ite}heatersr )# oCOLLAGE_LIBRifIES - Tte}Coll]e(t abraries(#)#==================================)#tExaSnle U() : #)# tend_pack]e(CColl]e(t0.3.0m_difIRED))# Pnclude endif() (ABCOLLAGE_INCLUDorresS}) #)# ls"es is abS_(foo #uo.cc))# ct baselink_ abraries(foo ABCOLLAGE_LIBRifIES}) #)#==================================)#tNamecto) nvSOLtoa:)# Local variabS_s o..ite}\eam _co_foo)# In WoTvariabS_s o..ite}\eam Coll]e(_FOO)# O # WoTvariabS_s o..ite}\eam COLLAGE_FOO # include(FindLabraryPack]e() include(FindPack]e(Hle lyStaldardA el FU_Coll]e(_Lunchbox_rname f_0.5.1 "0.9.0ach}f}o_Coll]e(_Lunchbox_rname f_0.5.2 "1.3.5ach}f}o_Coll]e(_Lunchbox_rname f_0.5.5 "1.3.5ach)# neededbi i) Pa c-d endily w/oi) Pa c-fromVFindEqualiz rsED_ER}_COLLAGE_D_COcmo_ FUCOLLAGE_D_CO ABEQsD_CO})_-AMED_ tend_ abrary_pack]e(CColl]e(tINCLUDoo) TRANSI andLunchbox) tend_pack]e(_hle ly_ oAldard_o d CColl]e(tDhFA\TAgMSGANDNDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDCOLLAGE_LIBRifIES COLLAGE_INCLUDorresSirVMMLib-1.4.0/FindDASH.STS a000644 000765 000024 00000005633 12002261451 016165 0INGar00e NGaff000000 000000 #)# Copyrighf(2012 Daniel Nly baui l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# s arepmet: l(# - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyrighf(namicg,Pddiv)# arg") i) ndi# s and ite}\ollowectoditclaimer.(# - ReditSD buVtoas".eb e" AReam musopremplducebody#abs}\"copyrighf(namicg,)# ddivi arg") i) ndi# s and ite}\ollowectoditclaimerP.ebody#docctoryaRtoa)# and/uilag_rtSmaVARialsamplvidedbdownpody#ditSD buVtoa.(# - Neig_rtSody# ) iEyescale SoftwarepGmbH(natSody# s") iitv)# ) nSD buVorsSmayebacMe c ch endorsepuily(Dmotlamplducts terivAdafromVddiv)# softwarepdownl namd... #campiuildritVAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUTORSl"AS Is")# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTPER}_LIM.sgD TO, THE)# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITNribuFOR AmPARTICULAR PURPOSE)# _RE DISCLAIMED.ore NO EVENTPSHALL THEesaPYRIGHT HOLen uOR 5ONTRIBUTORSlBE)# L endifFOR ANY endif(, d/endif(, d/CIDENTAL, SPECIAL, EXEMPLACV, OR)# 5ONSEQUENTIAL DAMAGES (d/CLUDING, BUTPER}_LIM.sgD TO, P_"CUREe andOF)# SUBSTITUsgzGOODbuOR SERVICri; LOSS OF.USE, DATA, OR P_"FITi; OR BUSINoSS)# INTERRUPAME_) HOWEVER 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER IN)# 5ONTRAf(, RS_ICT.L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWISE))# _RIb\")ore ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(#)#==================================)#)# - FinddDASHalProjecT # search [Pd, iody#DASHs abrary)# cmishttps://github.Oh /BlueBra.e/dash(#)#==================================)#)# Tte}\ollowectoenviron [L variabS_s arepremd..Aud #, ifindectoDASH.)# C [CMPREFIX P) HUcan. PsoebacMe c d, iodjec(smistend_ abrary()bnR di)# docctoryaRtoa).(#)# oDASHsD_COrnalProjecT # def nite}\ollowecto # WoTvariabS_s: #)# oDASHsFOUFAT- Was#DASHsand Pas]ame> #md... # c ISnABSOLNDfouno? #)# oDASHsVcRSIONo- Tte}rname foot[DASHswhich_FINDfounor )# oDASHsVcRSION_ABIU- Tte}DSO}rname foot[DASHswhich_FINDfounor )# oDASHsINCLUDorresST- W_rteach p}nd ite}heatersr )# oDASHsLIBRifIES - Tte}DASHs abraries(#)#==================================)#tExaSnle U() : #)# tend_pack]e(CDASHs0.1.0m_difIRED))# Pnclude endif() (ABDASHsINCLUDorresS}) #)# ls"es is abS_(foo #uo.cc))# ct baselink_ abraries(foo ABDASHsLIBRifIES}) #)#==================================)#tNamecto) nvSOLtoa:)# Local variabS_s o..ite}\eam _dash_foo)# In WoTvariabS_s o..ite}\eam Dash_FOO)# O # WoTvariabS_s o..ite}\eam DASHsFOO # arg MATCHet..i [downlo P) HU"St..i [to d! upperres}FindDASH) include(FindLabraryPack]e() include(FindPack]e(Hle lyStaldardA el tend_ abrary_pack]e(Cdash TRANSI andLunchbox) tend_pack]e(_hle ly_ oAldard_o d CDASHswhFA\TAgMSGANDNDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDASHsLIBRifIES DASHsINCLUDorresSirVMMLib-1.4.0/FindDNSSD.STS a000644 000765 000024 00000011071 12002261451 016312 0INGar00e NGaff000000 000000 #)# Copyrighf(2011 [fan E ilen l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# s arepmet: l(# - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyrighf(namicg,Pddiv)# arg") i) ndi# s and ite}\ollowectoditclaimer.(# - ReditSD buVtoas".eb e" AReam musopremplducebody#abs}\"copyrighf(namicg,)# ddivi arg") i) ndi# s and ite}\ollowectoditclaimerP.ebody#docctoryaRtoa)# and/uilag_rtSmaVARialsamplvidedbdownpody#ditSD buVtoa.(# - Neig_rtSody# ) iEyescale SoftwarepGmbH(natSody# s") iitv)# ) nSD buVorsSmayebacMe c ch endorsepuily(Dmotlamplducts terivAdafromVddiv)# softwarepdownl namd... #campiuildritVAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUTORSl"AS Is")# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTPER}_LIM.sgD TO, THE)# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITNribuFOR AmPARTICULAR PURPOSE)# _RE DISCLAIMED.ore NO EVENTPSHALL THEesaPYRIGHT HOLen uOR 5ONTRIBUTORSlBE)# L endifFOR ANY endif(, d/endif(, d/CIDENTAL, SPECIAL, EXEMPLACV, OR)# 5ONSEQUENTIAL DAMAGES (d/CLUDING, BUTPER}_LIM.sgD TO, P_"CUREe andOF)# SUBSTITUsgzGOODbuOR SERVICri; LOSS OF.USE, DATA, OR P_"FITi; OR BUSINoSS)# INTERRUPAME_) HOWEVER 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER IN)# 5ONTRAf(, RS_ICT.L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWISE))# _RIb\")ore ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(#)#==================================)#)# - FinddZeroCrtr}heatersr )#==================================)#)# Tte}\ollowectoenviron [L variabS_s arepremd..Aud #, ifindectoDnssd.)# C [CMPREFIX P) HUcan. PsoebacMe c d, iodjec(smistend_ abrary()bnR di)# docctoryaRtoa).(#)# oDNSSDsD_COrnalProjecT # def nite}\ollowecto # WoTvariabS_s: #)# oDNSSDsFOUFAT- Was#Dnssdsand Pas]ame> #md... # c ISnABSOLNDfouno? #)# oDNSSDsINCLUDorresST- W_rteach p}nd ite}heatersr )# oDNSSDsLIBRifIES - Tte}Dnssds abraries(#)#==================================)#tExaSnle U() : #)# tend_pack]e(CDNSSDm_difIRED))# Pnclude endif() (ABDNSSDsINCLUDorresS}) #)# ls"es is abS_(foo #uo.cc))# ct baselink_ abraries(foo ABDNSSDsLIBRifIES}) #)#==================================)#tNamecto) nvSOLtoa:)# Local variabS_s o..ite}\eam _dnssd_foo)# O # WoTvariabS_s o..ite}\eam DNSSDsFOO # i WIN32AG_lPro"$ENV{ProgramW6432}"oRS_difs utach ree)ds_dnssd_ ab_paths "$ENV{Program [}/Bonj Re SDKach]de)}ds. set(di_dnssd_ ab_paths "$ENV{ProgramW6432}/Bonj Re SDKach]decmd)")_-)}ds. arg MATCHe_dnssd_ ab_paths /usr /usr/local /opt/local /opt)_NAMED_AR tend_pathi_dnssd_INCLUDorrespdns_sd.h) HINTS $ENV{DNSSDsD_CO} ABDNSSDsD_CO}) P) H_SUFFIXES Pnclude ) P) HS ;$Idnssd_ ab_paths} ihrctDNSSDsFd/e__difIRED))set(di_dnssd_ # Wo_type FATAL_ ${ ))set(di_dnssd_ # Wo 1 -_ep(ch]d FU_dnssd_ # Wo_type e(CEitAG_lProER}_DNSSDsFd/e_QUIETLf. set(di_dnssd_ # Wo 1 :pecmd)")_-AMED_AR ProER}__dnssd_INCLUDorresch]d FU_dnssd_EPIC_FAILpTRUE o_Proydnssd_ # Wo_Prof(lse() ;$Idnssd_ # Wo_type} "Can'top}nd dns_sd.h}heaterdte.g."AR:pecmd)")_-AMED_ =ED_MATLEAG_ltend_ abrary(Idnssd_LIBRif( Uyay}mProf(HINTS $ENV{DNSSDsD_CO} ABDNSSDsD_CO}) P) H_SUFFIXES ab-P) HS ;$Idnssd_ ab_paths} i-_eprctWIN32AG_lPro"$St..i [AK els}"oreach(liMWin64ach ree)ds_dnssd_ ab_postfix "x64ach e)}ds. set(di_dnssd_ ab_postfix "Win32ach]de else()y#tend_ abrary(Idnssd_LIBRif( dnssd. abProf(HINTS $ENV{DNSSDsD_CO} ABDNSSDsD_CO}) P) H_SUFFIXES ab-) P) HS ;$Idnssd_ ab_paths}/Lab/;$Idnssd_ ab_postfix} -_ep(ch]dtend_ abrary(Idnssd_LIBRif( dns_sdProf(HINTS $ENV{DNSSDsD_CO} ABDNSSDsD_CO}) P) H_SUFFIXES ab-P) HS ;$Idnssd_ ab_paths} i-AMED_ =ED_DNSSDsFd/e__difIRED))seProydnssd_LIBRif( reach(liMydnssd_LIBRif(-ER}FOUFAach ree)ds_dnssd_EPIC_FAILpTRUE o_f(lse() FATAL_ ${ "Misstctoite}ZeroCrtr} abrary.\n" "CrtsiterdusectoC [CMPREFIX P) HU, iody#DNSSDsD_COoenviron [L variabS_. " "cmisody#"St..i [to d! upperFILEr d, imor# deta.ls."AR:pecmd)")_-AMED_ =Enclude(FindPack]e(Hle lyStaldardA elFd/e_PACKAGE_HANDLE S ANDARDcte SCDNSSDmwhFA\TAgMSGANDNDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDydnssd_LIBRif( _dnssd_INCLUDorresch Proydnssd_EPIC_FAIL RI efoZeropl naeveryodjng, wy#didn'tomeet}rname forequi u [Lsh ree)dsDNSSDsFOUFATFALSEch ree)ds_dnssd_LIBRif(ch ree)ds_dnssd_INCLUDorresch-AMED_AR FUDNSSDsINCLUDorresST;$Idnssd_INCLUDorres}) FUDNSSDsLIBRifIES ;$Idnssd_LIBRif(} =ED_DNSSDsFOUFATAHe_dnssd_ # Wo_Protoup]e(Ce(CEitiMF,unoTZeroCrtr}in ABDNSSDsINCLUDorresS};ABDNSSDsLIBRifIES}"==-AMED_AR VMMLib-1.4.0/FindEqualiz r.STS a000644 000765 000024 00000024134u12002261451 017404 0INGar00e NGaff000000 000000 #)# Copyrighf(2011-2012 [fan E ilen l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# s arepmet: l(# - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyrighf(namicg,Pddiv)# arg") i) ndi# s and ite}\ollowectoditclaimer.(# - ReditSD buVtoas".eb e" AReam musopremplducebody#abs}\"copyrighf(namicg,)# ddivi arg") i) ndi# s and ite}\ollowectoditclaimerP.ebody#docctoryaRtoa)# and/uilag_rtSmaVARialsamplvidedbdownpody#ditSD buVtoa.(# - Neig_rtSody# ) iEyescale SoftwarepGmbH(natSody# s") iitv)# ) nSD buVorsSmayebacMe c ch endorsepuily(Dmotlamplducts terivAdafromVddiv)# softwarepdownl namd... #campiuildritVAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUTORSl"AS Is")# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTPER}_LIM.sgD TO, THE)# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITNribuFOR AmPARTICULAR PURPOSE)# _RE DISCLAIMED.ore NO EVENTPSHALL THEesaPYRIGHT HOLen uOR 5ONTRIBUTORSlBE)# L endifFOR ANY endif(, d/endif(, d/CIDENTAL, SPECIAL, EXEMPLACV, OR)# 5ONSEQUENTIAL DAMAGES (d/CLUDING, BUTPER}_LIM.sgD TO, P_"CUREe andOF)# SUBSTITUsgzGOODbuOR SERVICri; LOSS OF.USE, DATA, OR P_"FITi; OR BUSINoSS)# INTERRUPAME_) HOWEVER 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER IN)# 5ONTRAf(, RS_ICT.L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWISE))# _RIb\")ore ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(#)#==================================)#)# - Find Equaliz rslProjecT # search [Pd, iody#Equaliz r and Coll]e(t abrary)# cmishttp://www.equaliz rgraphics.Oh r )#==================================)#)# Tte}\ollowectoenviron [L variabS_s arep Psoeremd..Aud #, ifindectoEqualiz rslPand Coll]e(. C [CMPREFIX P) HUcan. PsoebacMe c d, iodjeslP(smistend_ abrary()bnR di docctoryaRtoa).(#)# oEQsD_COrnalProjecT # def nite}\ollowecto # WoTvariabS_s: #)# odifs IZERsFOUFAT- Was#Equaliz r and Pas]ame> #md... # c ISnABSOLNDfouno? #)# odifs IZERsVcRSIONo- Tte}rname foot[Equaliz r which_FINDfounor )# odifs IZERsVcRSION_ABIU- Tte}DSO}rname foot[Equaliz r which_FINDfounor )# odifs IZERsINCLUDorresST- W_rteach p}nd ite}heatersr )# odifs IZERsLIBRifIES - Tte}Equaliz r abraries(#)# odifs IZERsDEBawhich EN IES - Ai arg") i )by teste j d, iCPacko bo${_R MAK_=#)#==================================)#tExaSnle U() : #)# tend_pack]e(CEqualiz r 1.0.0m_difIRED))# Pnclude endif() (ABdifs IZERsINCLUDorresS}) #)# ls"es is abS_(foo #uo.cc))# ct baselink_ abraries(foo ABdifs IZERsLIBRifIES}) #)#==================================)#tNamecto) nvSOLtoa:)# Local variabS_s o..ite}\eam _eq_foo)# In WoTvariabS_s o..ite}\eam Equaliz r_FOO)# O # WoTvariabS_s o..ite}\eam difs IZERsFOO # arg MATCHet..i [downlo P) HU"St..i [to d! upperres}FindEqualiz r) include(FindPack]e(Hle lyStaldardA el FU_eq_requi udchED_Equaliz r_Fd/e__difIRED))set(di_eq_requi udm_difIRED))-AMED_ARED_Equaliz r_Fd/e_QUIETLf. t(di_eq_quiet QUIETchmuSED_AR # p}nd and parsepeq/cli [L/rname f.h [new locaLtoa] tend_pathi_eq_INCLUDorrespeq/cli [L/rname f.h) HINTS $BC [CMy # corres}../../.. $ENV{EQsD_CO} ABEQsD_CO}) P) H_SUFFIXES Pnclude) P) HS /usr /usr/local /opt/local /opt ihrct_eq_INCLUDorresp_UPPEXppeST"L__eq_INCLUDorres}/eq/cli [L/rname f.h". t(di_eq_Vname ftl enT"L__eq_INCLUDorres}/eq/cli [L/rname f.h". -_ep(c # p}nd old one tend_pathi_eq_INCLUDorrespeq/rname f.h) HINTS $BC [CMy # corres}../../.. $ENV{EQsD_CO} ABEQsD_CO}) P) H_SUFFIXES Pnclude) P) HS /usr /usr/local /opt/local /opt DD rct_eq_INCLUDorresp_UPPEXppeST"L__eq_INCLUDorres}/eq/rname f.h". t(di_eq_Vname ftl enT"L__eq_INCLUDorres}/eq/rname f.h". ecmd)")_-AMED_ =ED_Equaliz r_Fd/e__difIRED))set(di_eq_rname f_ # Wo_type FATAL_ ${ ))set(di_eq_ # Wo 1 -_ep(ch]d FU_eq_rname f_ # Wo_type e(CEitAG_lProER}_Equaliz r_Fd/e_QUIETLf. set(di_eq_ # Wo 1 ecmd)")_-AMED_ =ED__eq_Vname ftl en))# T Ach ascerta.ebody#rname f...G_lPro"$S_eq_INCLUDorres}"oreach(liM\\.fr work$" (FA RI e PER}_EXppeST"L__eq_Vname ftl en}". t(di_eq_Vname ftl enT"L__eq_INCLUDorres}/Heaters/rname f.h". ecmd)")_ h]dte.gzREADT"L__eq_Vname ftl en}" _eq_Vname ft) nSSOLNch]d put. # target fN set.*def oEQsVERSION_MAJOR[ \t]+([0-9]+).*" e et\\1"odifs IZERsVcRSION_MAJOR_"S_eq_Vname ft) nSSOLN}ch]d put. # target fN set.*def oEQsVERSION_MINOR[ \t]+([0-9]+).*" e et\\1"odifs IZERsVcRSION_MINORU"S_eq_Vname ft) nSSOLN}ch]d put. # target fN set.*def oEQsVERSION_P) AN[ \t]+([0-9]+).*" e et\\1"odifs IZERsVcRSION_P) AN ${_eq_Vname ft) nSSOLN}ch]d put. # target fN set.*def oEQsVERSION_ABI[ \t]+([0-9]+).*" e et\\1"odifs IZERsVcRSION_ABIU${_eq_Vname ft) nSSOLN}ch]dED_ER}_EQfs IZERsVcRSION_ABIUGREATER 1 t(diEQfs IZERsVcRSION_ABI==]deuSED_AR FUdifs IZERsVcRSIONo"ABdifs IZERsVERSION_MAJOR}.ABdifs IZERsVERSION_MINOR}.ABdifs IZERsVERSION_P) AN>" e eCAch(EINTERNs utTte}rname foot[Equaliz r which_FINDdet..Aud -_ep(ch]d FU_eq_EPIC_FAILpTRUE o_Proyeq_ # Wo_Prof(lse() ;$Ieq_rname f_ # Wo_type}ANDNDDD"Can'top}nd Equaliz r heaterdte.g#rname f.h."AR:pecmd)")_-AMED_ =# Vname f ch ckt. =ED_Equaliz r_Fd/e_VcRSIONo_UPPEifs IZERsVERSION o_ProEqualiz r_Fd/e_VcRSION_EXAf(_Prof(ED_ER}_EQfs IZERsVcRSION VcRSION_Eifs uABdqualiz r_Fd/e_VcRSION}rg}") }f}oIeq_rname f_not"esactpTRUE o_f(muSED_AR:pe)}ds. se#}rname foisachoplowProf(ED_ER}_EQfs IZERsVcRSION VcRSION_Eifs uABdqualiz r_Fd/e_VcRSION}o_UPPANDNDDDDDER}_EQfs IZERsVcRSION VcRSION_GREATER ABdqualiz r_Fd/e_VcRSION}rg}") }f}oIeq_rname f_not"high_enoughpTRUE o_f(muSED_AR:pecmd)")_-AMED_ =tend_ abrary(Ieq_LIBRif( Equaliz r P) H_SUFFIXES ab) HINTS $BC [CMy # corres}../../.. $ENV{EQsD_CO} ABEQsD_CO}) P) HS /usr /usr/local /opt/local /opt )=tend_ abrary(Ieq_fabric_LIBRif( Equaliz rFabric P) H_SUFFIXES ab) HINTS $BC [CMy # corres}../../.. $ENV{EQsD_CO} ABEQsD_CO}) P) HS /usr /usr/local /opt/local /opt )=tend_ abrary(EQfs IZERsSERVERsLIBRif( Equaliz rServir P) H_SUFFIXES ab) HINTS $BC [CMy # corres}../../.. $ENV{EQsD_CO} ABEQsD_CO}) P) HS /usr /usr/local /opt/local /opt )=tend_ abrary(EQfs IZERsADMINsLIBRif( Equaliz rAdmec P) H_SUFFIXES ab) HINTS $BC [CMy # corres}../../.. $ENV{EQsD_CO} ABEQsD_CO}) P) HS /usr /usr/local /opt/local /opt )=tend_ abrary(EQfs IZERsSEQUEL_LIBRif( Uequel P) H_SUFFIXES ab) HINTS $BC [CMy # corres}../../.. $ENV{EQsD_CO} ABEQsD_CO}) P) HS /usr /usr/local /opt/local /opt )==# Informbody#usnambdownpan err, imse() bae c fowdts rname foodyy)# havg#rs.owdts rname foFINDrequi ud.=ED__eq_rname f_not"high_enoughch]d FU_eq_EPIC_FAILpTRUE o_lse() ;$Ieq_rname f_ # Wo_type}ANDND"Vname f ABdqualiz r_Fd/e_VcRSION}o, ihighir ot[Equaliz r iNDrequi ud. 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" "cmisody#"St..i [to d! upperFILEr d, imor# deta.ls."AR:pf(muSED_AR:pecmd)")_ tend_pack]e(_hle ly_ oAldard_o d CEqualiz r whFA\TAgMSGANDNDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDD yeq_LIBRif( _eq_INCLUDorres)_ # MatchectoColl]e( rname fsh]d FU_eq_coVname ft1.5.0 "0.7.0ach]d FU_eq_coVname ft1.3.6 "0.5.6ach]d FU_eq_coVname ft1.3.5 "0.5.5ach]d FU_eq_coVname ft1.3.2 "0.5.2ach]d FU_eq_coVname ft1.3.1 "0.5.1ach]d FU_eq_coVname ft1.3.0 "0.5.0ach]d FU_eq_coVname ft1.2.1 "0.4.8ach]d FU_eq_coVname ft1.2.0 "0.4.8ach]d FU_eq_coVname ft1.1.7 "0.4.7ach]d FU_eq_coVname ft1.1.6 "0.4.1ach]d FU_eq_coVname ft1.1.5 "0.4.1ach]d FU_eq_coVname ft1.1.4 "0.4.1ach]d FU_eq_coVname ft1.1.3 "0.4.0ach]d FU_eq_coVname ft1.1.2 "0.4.0ach]d FU_eq_coVname ft1.1.1 "0.4.0ach]d FU_eq_coVname ft1.1.0 "0.4.0ach]d FU_eq_coVname ft1.0.2 "0.3.1ach]d FU_eq_coVname ft1.0.1 "0.3.1ach]d FU_eq_coVname ft1.0.0 "0.3.0ach]dd)"T"L__eq_coVname ftABdQfs IZERsVcRSION}}"oRS_difs uta _Prof(lse() WARNINGANDNDDD"UnknownoColl]e( rname f d, iEqualiz r ABdQfs IZERsVcRSION}ach]de else()y#tend_pack]e(CColl]e(t"L__eq_coVname ftABdQfs IZERsVcRSION}}"oEXAf(ANDNDDDDDDDDDDDDL__eq_requi ud}DL__eq_quiet}ch]dED_ER}_COLLAGE_FOUFA. t(di_eq_EPIC_FAILp1ch]de else()y#ProER}__eq_EPIC_FAIL. se#}GLEW_MX t(diTEperSRCeABC [CMendif() glewmx_test.cpp reRe.gz, .sgzetTEperSRC}ANDNDDD"#Pnclude \n" "#ifndef#EQsGLEW_INTERNs \n" "# err, iNeud es = =ABdQfs IZERsVcRSION})ach e)}ds. set(diEQfs IZERsDEBawhich EN IES "equaliz rABdifs IZERsVERSION_ABI}-eq ab"AR:pecmd)")_-AMED_ =t(diEQfs IZERsINCLUDorresST;$Ieq_INCLUDorres}T;$GLEW_MXsINCLUDorresS}) FUdifs IZERsLIBRifIES $S_eq_LIBRif(} ABCOLLAGE_LIBRifIES}T;$GLEW_MXsLIBRifIES}) pEQfs IZERsVcRSION VcRSION_GREATER 1.0ch]d FUdifs IZERsLIBRifIES $Sdifs IZERsLIBRifIES} $S_eq_fabric_LIBRif(})_-AMED_ pertl endi) ISnABSOLUdifs IZERsLIBRif() $S_eq_LIBRif(} P) H =ED_Eifs IZERsFOUFA o_lse() "-- F,unoTEqualiz r ABdQfs IZERsVcRSION}/ABdifs IZERsVERSION_ABI}}in ABdifs IZERsINCLUDorresS}" e et:$Sdifs IZERsLIBRifIES}"==-AMED_ARVMMLib-1.4.0/FindGLEW_MX.STS a000644 000765 000024 00000002517 12002261451 016606 0INGar00e NGaff000000 000000 # Copyrighf((c)(2010 Daniel Pfei di #DDDDDDDDDDDDDDD2011 [fan E ilen tend_pathi_glew_mx_INCLUDorrespGLglew.h) /usr/Pnclude /usr/local/Pnclude /opt/local/Pnclude =tend_ abrary(Iglew_mx_LIBRif() the S_GLEWmx_GLEW glew glew32) P) HS /usr/ ab-/usr/local/ ab =Proyglew_mx_INCLUDorrespAHe_glew_mx_LIBRif(ch]d FUTEperSRCeABC [CMendif() glew_test.cpp Re.gz, .sgzetTEperSRC}ANDND"#Pnclude \n\n" "i[L main(i[L o dc,mchae* o dv[])\n" "{\n glewC nSSxtInit(0);\n}\n" ih try ISne.gz_glew_mx_SUPPORsgD ABC [CMendif() glew_testzetTEperSRC}ANDNDC [CMFLAGl "-DINCLUDorresif() IES:RS_ING=$S_glew_mx_INCLUDorres}"ANDNDDDM-DLINKsLIBRifIES:RS_ING=$S_glew_mx_LIBRif(>" e eCOMPILorrEFINIAME_S -DGLEW_MX=1 AR ProER}__glew_mx_SUPPORsgD_Prof(lse() e(CEitiMDDL__glew_mx_LIBRif(> doesenamesupport_GLEW_MX.". t(di_glew_mx_INCLUDorresp0. t(di_glew_mx_LIBRif( 0AR:pecmd)"ER}__glew_mx_SUPPORsgD_P-AMED_ =Enclude(FindPack]e(Hle lyStaldardA elFd/e_PACKAGE_HANDLE S ANDARDcte SCGLEW_MXDwhFA\TAgMSGANDNDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDyglew_mx_LIBRif( _glew_mx_INCLUDorres =t(diGLEW_MXsINCLUDorresS $S_glew_mx_INCLUDorres}) }f}oGLEW_MXsLIBRifIESDL__glew_mx_LIBRif(>) pGLEW_MXsFOUFA. toup]e(Ce(CEitiMF,unoTGLEW_MXDin ABGLEW_MXsINCLUDorresS};;$GLEW_MXsLIBRifIES}"==-AMED_AR VMMLib-1.4.0/FindGLStats.STS a000644 000765 000024 00000006601 12002261451 016763 0INGar00e NGaff000000 000000 #)# Copyrighf(2011-2012 [fan E ilen l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# s arepmet: l(# - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyrighf(namicg,Pddiv)# arg") i) ndi# s and ite}\ollowectoditclaimer.(# - ReditSD buVtoas".eb e" AReam musopremplducebody#abs}\"copyrighf(namicg,)# ddivi arg") i) ndi# s and ite}\ollowectoditclaimerP.ebody#docctoryaRtoa)# and/uilag_rtSmaVARialsamplvidedbdownpody#ditSD buVtoa.(# - Neig_rtSody# ) iEyescale SoftwarepGmbH(natSody# s") iitv)# ) nSD buVorsSmayebacMe c ch endorsepuily(Dmotlamplducts terivAdafromVddiv)# softwarepdownl namd... #campiuildritVAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUTORSl"AS Is")# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTPER}_LIM.sgD TO, THE)# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITNribuFOR AmPARTICULAR PURPOSE)# _RE DISCLAIMED.ore NO EVENTPSHALL THEesaPYRIGHT HOLen uOR 5ONTRIBUTORSlBE)# L endifFOR ANY endif(, d/endif(, d/CIDENTAL, SPECIAL, EXEMPLACV, OR)# 5ONSEQUENTIAL DAMAGES (d/CLUDING, BUTPER}_LIM.sgD TO, P_"CUREe andOF)# SUBSTITUsgzGOODbuOR SERVICri; LOSS OF.USE, DATA, OR P_"FITi; OR BUSINoSS)# INTERRUPAME_) HOWEVER 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER IN)# 5ONTRAf(, RS_ICT.L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWISE))# _RIb\")ore ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(#)#==================================)#)# Find GLStats.ProjecT # search [Pd, iody#GLStatst abrary)# cmishttp://www.equaliz rgraphics.Oh /GLStats)#)#)#==================================)#)# Tte}\ollowectoenviron [L variabS_s arepremd..Aud #, ifindectoGLStats.)# C [CMPREFIX P) HUcan. PsoebacMe c d, iodjec(smistend_ abrary()bnR di)# docctoryaRtoa).(#)# oGLS(CESsD_COrnalProjecT # def nite}\ollowecto # WoTvariabS_s: #)# oGLS(CESsFOUFAT- Was#GLStatstand Pas]ame> #md... # c ISnABSOLNDfouno? #)# oGLS(CESsVcRSIONo- Tte}rname foot[GLStatstwhich_FINDfounor )# oGLS(CESsINCLUDorresST- W_rteach p}nd ite}heatersr )# oGLS(CESsLIBRifIES - Tte}GLStatst abraries(#)# oGLS(CESsCOMPONENTS - Ai arg") i ISnABSOLNDfouno(#)# oGLS(CESsDEBawhich EN IES - Ai arg") i )by teste j d, iody#CPacko bo${_R MAK_=#)# CoSnABSOLNDmayeba:i Irg,Pcgl, glx, dgl, dns_sdP# F, ieach_ ISnABSOL,nite}\ollowectovariabS_s arep}f}.orn lsiRtoa, iteP# relevSOLt abraries arep dd c ch GLS(CESsLIBRifIES. Tte} Irg_ ISnABSOL iv)# implicittand Pways search d.(#)# GLS(CESsABCOMPONENT}sFOUFAT- Was#thg_ ISnABSOL founo? # GLS(CESsABCOMPONENT}sLIBRif( - Tte} ISnABSOL abrarys(#)#==================================)#tExaSnle U() : #)# tend_pack]e(CGLS(CES 1.0.0mdns_sdm_difIRED))# Pnclude endif() (ABGLS(CESsINCLUDorresS}) #)# ls"es is abS_(foo #uo.cc))# ct baselink_ abraries(foo ABGLS(CESsLIBRifIES}) #)#==================================)#tNamecto) nvSOLtoa:)# Local variabS_s o..ite}\eam _glstats_foo)# In WoTvariabS_s o..ite}\eam GLS(CESsFOO)# O # WoTvariabS_s o..ite}\eam GLS(CESsFOO)# arg MATCHet..i [downlo P) HU"St..i [to d! upperres}FindGLStats) include(FindLabraryPack]e() include(FindPack]e(Hle lyStaldardA el tend_ abrary_pack]e(CGLStats) tend_pack]e(_hle ly_ oAldard_o d CGLStatstwhFA\TAgMSGANDNDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDDGLS(CESsLIBRifIES GLS(CESsINCLUDorresSARVMMLib-1.4.0/FindHWLOC.STS a000644 000765 000024 00000002111 12002261451 016306 0INGar00e NGaff000000 000000 # Copyrighf((c)(2012 Marwan.Abdellah )# Useppkg-) nfigach petch#thg_ InSSOLN o..ite}.pcdte.g#)# AftrtSodaL,nct body#diendif() re di ch ody# abraries and slPaPsoeite}heatersr tend_pack]e((PkgC nfig)==# To poi[L ch ody#hwloc.pcd.ebody#inNGallaVtoa diendif(y slPF, ideta.ls,shttp://www.mail-archivA.Oh /STS a@STS a.org/msg14754.html pHWLOC_D_COcmo_ FUENV{PKGsCONFIG P) H}t"L_HWLOC_D_CO}/ ab/pkg) nfig")_-AMED_AR ProER}_HWLOC_Fd/e_QUIETLf. t(di_hwloc_ # Wo 1 -AMED_AR pkg_ch ck_T #spHWLOC#hwlocAR ProHWLOC_FOUFA. tend_ abrary(HWLOC_LIBRif( hwlocANDNDP) HS ;$HWLOC_D_CO} P) H_SUFFIXES ab-NO_whFA\TAgP) H t(diHWLOC_LIBRifIESDL_HWLOC_LIBRif(}AR Pnclude(FindPack]e(Hle lyStaldardA el tend_pack]e(_hle ly_ oAldard_o d CHWLOC#whFA\TAgMSG HWLOC_LIBRifIESANDNDHWLOC_INCLUDorresSAR ProL_HWLOC_VcRSION}_VERSION_Lribu1.5.0. t(diHWLOC_GL_FOUFA. -_ep(c t(diHWLOC_GL_FOUFAp1ch]de else() ProHWLOC_FOUFApAHe_hwloc_ # Wo_Prof(lse() e(CEitANDNDDDMF,unoTHWLOC#L_HWLOC_VcRSION}_in ABHWLOC_INCLUDorresS};;$HWLOC_LIBRifIES}"AR:pecmd)")_-AMED_HWLOC_FOUFA. VMMLib-1.4.0/FindLabraryPack]e(.STS a000644 000765 000024 00000030747 12002261451 020332 0INGar00e NGaff000000 000000 #)# Copyrighf(2011-2012 [fan E ilen l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# s arepmet: l(# - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyrighf(namicg,Pddiv)# arg") i) ndi# s and ite}\ollowectoditclaimer.(# - ReditSD buVtoas".eb e" AReam musopremplducebody#abs}\"copyrighf(namicg,)# ddivi arg") i) ndi# s and ite}\ollowectoditclaimerP.ebody#docctoryaRtoa)# and/uilag_rtSmaVARialsamplvidedbdownpody#ditSD buVtoa.(# - Neig_rtSody# ) iEyescale SoftwarepGmbH(natSody# s") iitv)# ) nSD buVorsSmayebacMe c ch endorsepuily(Dmotlamplducts terivAdafromVddiv)# softwarepdownl namd... #campiuildritVAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUTORSl"AS Is")# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTPER}_LIM.sgD TO, THE)# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITNribuFOR AmPARTICULAR PURPOSE)# _RE DISCLAIMED.ore NO EVENTPSHALL THEesaPYRIGHT HOLen uOR 5ONTRIBUTORSlBE)# L endifFOR ANY endif(, d/endif(, d/CIDENTAL, SPECIAL, EXEMPLACV, OR)# 5ONSEQUENTIAL DAMAGES (d/CLUDING, BUTPER}_LIM.sgD TO, P_"CUREe andOF)# SUBSTITUsgzGOODbuOR SERVICri; LOSS OF.USE, DATA, OR P_"FITi; OR BUSINoSS)# INTERRUPAME_) HOWEVER 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER IN)# 5ONTRAf(, RS_ICT.L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWISE))# _RIb\")ore ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(#)#==================================)#)# M # ch p}nd a oAldard abrary and Pncludes.ornty tec ch bacMe c by)# FindFuo.cTS a scripts.PAssum nite}\ollowectolayl n:)# (root)/Pnclude/( )/rname f.h)#DDDDDDparsec d, idef : the sVERSION_MAJOR, -_MINOR, -_P) AN, -_enI)#)#)#==================================)#)# InvocaLtoa: l(# tend_ abrary_pack]e(C [INCLUDooPnclude pre ix] [TRANSI andpack]e(]))#)# Tte}defaulttINCLUDoopre ixoisacte}pack]e(# ,twhich_mayeba)# s}\rdritVAnpifacte}pack]e(# #diffnambfromVdde Pnclude pre ix,)# e.g., du# ch capitalizattoa.(#)# TRANSI andpack]e(s areppack]e(s which_arepexpoe c chroughpdde API") )# cte}pack]e(,bodts is, pack]e(s which_a#usna o..itisapack]e(# eedsach)# Pnclude and link.ort doesename) ncernppack]e(s which_areponlycMe c)# PnL= " e e${ARGN}ch]dED_ER}__flp_${di) }_INCLUDoch t(di_flp_${di) }_INCLUDoo${di) }ch]de else()y# put. #TOUPPER AB_flp_${di) }_INCLUDo}__flp_${di) }_INCLUDo_UC() # mighf(alreatyebacmet fromVa previous runbdownpa#diffna [L/wroctovname f unt(diAB_flp_the }_INCLUDorrespCAch(() tend_pathiAB_flp_${di) }_UC}_INCLUDorrespAB_flp_${di) }_INCLUDo}/rname f.h) HINTS "${AB_flp_${di) }_UC}_D_CO}/Pnclude" "$ENV{AB_flp_${di) }_UC}_D_CO}/Pnclude"ANDNDP) HS /usr/Pnclude /usr/local/Pnclude /opt/local/Pnclude /opt/Pnclude = ProL_di) }_Fd/e__difIRED))seo_t(di_flp_rname f_ # Wo_type FATAL_ ${ ))se t(di_flp_${di) }_oWo 1 t(di_flp_${di) }__di _difIRED))see)}ds. set(di_flp_rname f_ # Wo_type e(CEitAG_l]dED_ER}_L_di) }_Fd/e_QUIETLf. se t(di_flp_${di) }_oWo 1 muSED_AR:pecmd)")_ ProL_di) }_Fd/e_QUIETLf. set(di_flp_${di) }_QUIET QUIETch e else() # T Ach ascerta.ebody#rname f...G_lProAB_flp_${di) }_UC}_INCLUDorres. set(di_flp_Vname ftl enT"L_AB_flp_${di) }_UC}_INCLUDorres}/AB_flp_${di) }_INCLUDo}/rname f.h"AG_l]dED_"L_AB_flp_${di) }_UC}_INCLUDorres}"oreach(liM\\.fr work$" (FA RI e P PER}_EXppeST"L__flp_Vname ftl en}". se t(di_flp_Vname ftl enT"L_AB_flp_${di) }_UC}_INCLUDorres}/Heaters/rname f.h". e else() ]d pEXppeST"L__flp_Vname ftl en}". se te.gzREADT"L__flp_Vname ftl en}"__flp_${di) }_Vname ft) nSSOLNch]df(m)}ds. sey#t(di_flp_${di) }_Vname ft) nSSOLN "unknown". e else() ]d# parseprname fooug") irname f.h) put. # targereach "def [ \t]+AB_flp_${di) }_UC}_VERSION_MAJOR[ \t]+[0-9]+"ANDNDDDAB_flp_${di) }_UC}_VERSION_MAJORDAB_flp_${di) }_Vname ft) nSSOLN}ch]d put. # targereach "def [ \t]+AB_flp_${di) }_UC}_VERSION_MINOR[ \t]+[0-9]+"ANDNDDDAB_flp_${di) }_UC}_VERSION_MINORU"S_flp_${di) }_Vname ft) nSSOLN}ch]d put. # targereach "def [ \t]+AB_flp_${di) }_UC}_VERSION_P) AN[ \t]+[0-9]+"ANDNDDDAB_flp_${di) }_UC}_VERSION_P) AN ${_flp_${di) }_Vname ft) nSSOLN}ch]d put. # targereach "def [ \t]+AB_flp_${di) }_UC}_VERSION_ABI[ \t]+[0-9]+"ANDNDDDAB_flp_${di) }_UC}_VERSION_ABIU${_flp_${di) }_Vname ft) nSSOLN}chG_l]dED_"L_AB_flp_${di) }_UC}_VERSION_MAJOR}"oRS_difs utac # T A'Pnclude'pdi)t. = sey#tput. # targereach RI e P P"def [ \t]+AB_flp_${di) }_INCLUDo_UC}_VERSION_MAJOR[ \t]+[0-9]+"ANDNDDDDDAB_flp_${di) }_UC}_VERSION_MAJORDAB_flp_${di) }_Vname ft) nSSOLN}ch]d y#tput. # targereach RI e P P"def [ \t]+AB_flp_${di) }_INCLUDo_UC}_VERSION_MINOR[ \t]+[0-9]+"ANDNDDDDDAB_flp_${di) }_UC}_VERSION_MINORU"S_flp_${di) }_Vname ft) nSSOLN}ch]d y#tput. # targereach RI e P P"def [ \t]+AB_flp_${di) }_INCLUDo_UC}_VERSION_P) AN[ \t]+[0-9]+"ANDNDDDDDAB_flp_${di) }_UC}_VERSION_P) AN ${_flp_${di) }_Vname ft) nSSOLN}ch]d y#tput. # targereach RI e P P"def [ \t]+AB_flp_${di) }_INCLUDo_UC}_VERSION_ABI[ \t]+[0-9]+"ANDNDDDDDAB_flp_${di) }_UC}_VERSION_ABIU${_flp_${di) }_Vname ft) nSSOLN}ch e else() ]d p"L_AB_flp_${di) }_UC}_VERSION_MAJOR}"oRS_difs utac sey#t(di_flp_${di) }_FAILpTRUE o_f( Proyflp_${di) }_oWo_Prooooooolse() ;$Iflp_rname f_ # Wo_type} "Can'toparsepL__flp_Vname ftl en}.ac sey#mcmd)")_ m)}ds. sey#tput. # target fN set.*([0-9]+)"et\\1"oAB_flp_${di) }_UC}_VERSION_MAJORANDNDDDDDABAB_flp_${di) }_UC}_VERSION_MAJOR}() ]d]d p"L_AB_flp_${di) }_UC}_VERSION_MINOR}"oRS_difs utac sey#y#t(diAB_flp_${di) }_UC}_VERSION_MINORU0c sey#m)}ds. sey#y#tput. # target fN set.*([0-9]+)"et\\1"oAB_flp_${di) }_UC}_VERSION_MINORANDNDDDDDDDL_AB_flp_${di) }_UC}_VERSION_MINOR}c sey#mcmd)")_ ]d p"L_AB_flp_${di) }_UC}_VERSION_P) AN>"oRS_difs utac sey#y#t(diAB_flp_${di) }_UC}_VERSION_P) AN 0c sey#m)}ds. sey#y#tput. # target fN set.*([0-9]+)"et\\1"oAB_flp_${di) }_UC}_VERSION_Peach RI e P PDDL_AB_flp_${di) }_UC}_VERSION_P) AN>c sey#mcmd)")_ ]d p"L_AB_flp_${di) }_UC}_VERSION_ABI}"oRS_difs utac sey#y#t(diAB_flp_${di) }_UC}_VERSION_ABIU0c sey#m)}ds. sey#y#tput. # target fN set.*([0-9]+)"et\\1"oAB_flp_${di) }_UC}_VERSION_enI)RI e P PDDL_AB_flp_${di) }_UC}_VERSION_ABI}c sey#mcmd)")_ sey#y#t(diAB_flp_${di) }_UC}_VERSIONT"L_AB_flp_${di) }_UC}_VERSION_MAJOR}.ABAB_flp_${di) }_UC}_VERSION_MINOR}.ABAB_flp_${di) }_UC}_VERSION_P) AN>". e else() ]d# Find transi [Lapack]e(sh reforeachoyflp_transoAB_flp_${di) }_TRANSI an}ch]d y#tput. #TOUPPER AB_flp_trans}__flp_${di) }_TRANS)_ sey#y## search 'COLLAGE_LUNCHBOXsVcRSION'h]d y#tput. # targereach RI e P P"def [ \t]+AB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSION[ \t]+[0-9.]+"ANDNDDDDDAB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSIONANDNDDDDDAB_flp_${di) }_Vname ft) nSSOLN}chG_l]dy## namefouno}-> search 'CO_LUNCHBOXsVcRSION'h]d y# p"L_AB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSION}"oRS_difs utac sey#y#tput. # targereach RI e P P P"def [ \t]+AB_flp_${di) }_INCLUDo_UC}_AB_flp_${di) }_TRANS}_VERSION[ \t]+[0-9.]+"ANDNDDDDDDDAB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSIONANDNDDDDDDDAB_flp_${di) }_Vname ft) nSSOLN}ch sey#mcmd)")_ sey#y## namefouno}-> ct b_Coll]e(_Lunchbox_rname f_ABCO_VERSION}h]d y# p"L_AB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSION}"oRS_difs utac sey#y#t(diAB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSIONANDNDDDDDDDAB_${di) }_AB_flp_trans}_rname f_ABAB_flp_${di) }_UC}_VERSION}}ch sey#mcmd)")_ sey#y#ProAB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSION. sey#y#tput. # target fN set.*[ \t]([0-9.]+)"et\\1"ANDNDDDDDDDAB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSIONANDNDDDDDDDABAB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSION}. sey#y#tend_pack]e((AB_flp_trans}ANDNDDDDDDDABAB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSION}ANDNDDDDDDDEXAf(DAB_flp_${di) }__di}DAB_flp_${di) }_QUIET}. sey#y#ED_ER}_L__flp_${di) }_TRANS}_FOUFA. y#t(di_flp_${di) }_FAILpTRUE o_f( y#mcmd)")_ ]dm)}ds. sey#y#lse() WARNINGANDNDDDDDDD"Can'top}gurepout}rname foot[ )by tesLapack]e(#AB_flp_trans}, "ANDNDDDDDDD"addDAB_flp_${di) }_UC}_AB_flp_${di) }_TRANS}_VERSIONAch "ANDNDDDDDDD"AB_flp_${di) }_INCLUDo}/rname f.h.ac sey#mcmd)")_ mndforeacho))see)}ds. set(di_flp_${di) }_FAILpTRUE o_f(Proyflp_${di) }_oWo_Prooooolse() ;$Iflp_rname f_ # Wo_type} RI e P P"Can'top}nd AB_flp_${di) }_INCLUDo}/rname f.h.ac semuSED_AR:pecmd)")_ # Vname f ch ckt. =y#ProAB_flp_${di) }_UC}_VcRSIONo_UPPL_di) }_Fd/e_VERSION. seProL_di) }_Fd/e_VcRSION_EXAf(_Prof(]dED_ER}_L_di) }_Fd/e_VcRSION VcRSION_Eifs uAB_flp_${di) }_UC}_VcRSION. t(di_flp_${di) }_FAILpTRUE o_f( y#Proyflp_${di) }_oWo_Prooooooooolse() ;$Iflp_rname f_ # Wo_type} RI e P P P P"Vname f ABL_di) }_Fd/e_VcRSION}o,t[${di) }uiNDrequi ud esactly. " e e P P P P"Vname f ABL__flp_${di) }_UC}_VERSION}_FINDfouno. o_f( y#mcmd)")_ ]dmcmd)")_ m)}ds. sey#d)"TL_di) }_Fd/e_VcRSION VcRSION_GREATER AB_flp_${di) }_UC}_VcRSIONo. t(di_flp_${di) }_FAILpTRUE o_f( y#Proyflp_${di) }_oWo_Prooooooooolse() ;$Iflp_rname f_ # Wo_type} RI e P P P P"Vname f ABL_di) }_Fd/e_VcRSION}o, ihighir ot[${di) }uiNDrequi ud. " e e P P P P"Vname f ABL__flp_${di) }_UC}_VERSION}_FINDfouno_in ABAB_flp_${di) }_UC}_INCLUDorres}. o_f( y#mcmd)")_ ]dmcmd)")_ muSED_AR:pecmd)")_ # Pnclude) t(diAB_flp_${di) }_UC}_INCLUDorresS $SAB_flp_${di) }_UC}_INCLUDorres})_ # abrary) tend_ abrary(AB_flp_${di) }_UC}_LIBRif( ${di) }_ P) HS ;$AB_flp_${di) }_UC}_INCLUDorres}/.. P) H_SUFFIXES ab-NO_whFA\TAgP) H t(diAB_flp_${di) }_UC}_LIBRifIESDL_AB_flp_${di) }_UC}_LIBRif(} = ProL_di) }_Fd/e__difIRED))seo_ProAB_flp_${di) }_UC}_LIBRif( reach(liMAB_flp_${di) }_UC}_LIBRif(-ER}FOUFAach ref(t(di_flp_${di) }_FAILpTRUE o_f( Proyflp_${di) }_oWo_Prooooooolse() ;$Iflp_rname f_ # Wo_type}ANDNDDDDDDD"Misstctoite}${di) }u abrary in ABAB_flp_${di) }_UC}_INCLUDorres}/../ ab.ac sey#mcmd)")_ mndED_AR:pecmd)")_ Proyflp_${di) }_FAIL RI efoZeropl naeveryodjng, wy#didn'tomeet}rname forequi u [Lsh ree)dsAB_flp_${di) }_UC}_FOUFA. t(diAB_flp_${di) }_UC}_LIBRifIES. t(diAB_flp_${di) }_UC}_INCLUDorresSir}"e)}ds. setput. #TOLOWER ABdi) } _flp_di) )_ sey#e)dsAB_flp_${di) }_UC}_FOUFApTRUE o_f(e)dsAB_flp_${di) }_UC}_DEBawhich EN IES sey#MAB_flp_di) }L_AB_flp_${di) }_UC}_VERSION_ABI}- ab"AR:pf(e)dsAB_flp_${di) }_UC}_DEBaBUILDawhich EN IES sey#MAB_flp_di) }L_AB_flp_${di) }_UC}_VERSION_ABI}-dev"AR:pf(pertl endi) ISnABSOLUAB_flp_${di) }_UC}_LIBRif(rresS sey#L_AB_flp_${di) }_UC}_LIBRif(} P) H =RI efoAdd transi [Lapack]e( in\eamaVtoa ch selfh reforeachoyflp_transoAB_flp_${di) }_TRANSI an}ch]d y#tput. #TOUPPER AB_flp_trans}__flp_TRANS)_o_f( ProAB_flp_TRANS}_FOUFA. arg MATCHeANDNDDDDDDDAB_flp_${di) }_UC}_INCLUDorresS $SAB_flp_TRANS}_INCLUDorresS}) arg MATCHeANDNDDDDDDDAB_flp_${di) }_UC}_LIBRifYrresST$SAB_flp_TRANS}_LIBRifYrresS}) arg MATCHeDAB_flp_${di) }_UC}_LIBRifIESDL_AB_flp_TRANS}_LIBRifIES}) sey#mcmd)")_ mndforeacho)) o_f(Proyflp_${di) }_oWo_Prooooolse() e(CEitiMF,unoTABdi) } ABL__flp_${di) }_UC}_VERSION}_in " "ABAB_flp_${di) }_UC}_INCLUDorresS}:L_AB_flp_${di) }_UC}_LIBRifIES}"AR:p muSED_AR:pecmd)")_-AMTacro(. VMMLib-1.4.0/FindLunchbox.STS a000644 000765 000024 00000006151 12002261451 017224 0INGar00e NGaff000000 000000 #)# Copyrighf(2012 [fan E ilen l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# s arepmet: l(# - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyrighf(namicg,Pddiv)# arg") i) ndi# s and ite}\ollowectoditclaimer.(# - ReditSD buVtoas".eb e" AReam musopremplducebody#abs}\"copyrighf(namicg,)# ddivi arg") i) ndi# s and ite}\ollowectoditclaimerP.ebody#docctoryaRtoa)# and/uilag_rtSmaVARialsamplvidedbdownpody#ditSD buVtoa.(# - Neig_rtSody# ) iEyescale SoftwarepGmbH(natSody# s") iitv)# ) nSD buVorsSmayebacMe c ch endorsepuily(Dmotlamplducts terivAdafromVddiv)# softwarepdownl namd... #campiuildritVAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUTORSl"AS Is")# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTPER}_LIM.sgD TO, THE)# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITNribuFOR AmPARTICULAR PURPOSE)# _RE DISCLAIMED.ore NO EVENTPSHALL THEesaPYRIGHT HOLen uOR 5ONTRIBUTORSlBE)# L endifFOR ANY endif(, d/endif(, d/CIDENTAL, SPECIAL, EXEMPLACV, OR)# 5ONSEQUENTIAL DAMAGES (d/CLUDING, BUTPER}_LIM.sgD TO, P_"CUREe andOF)# SUBSTITUsgzGOODbuOR SERVICri; LOSS OF.USE, DATA, OR P_"FITi; OR BUSINoSS)# INTERRUPAME_) HOWEVER 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER IN)# 5ONTRAf(, RS_ICT.L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWISE))# _RIb\")ore ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(#)#==================================)#)# - Find LunchboxalProjecT # search [Pd, iody#Lunchbox_ abrary)# cmishttps://gownub.Oh /Eyescale/Lunchboxal)#==================================)#)# Tte}\ollowectoenviron [L variabS_s arepremd..Aud #, ifindectoLunchbox.)# C [CMPREFIX P) HUcan. PsoebacMe c d, iodjec(smistend_ abrary()bnR di)# docctoryaRtoa).(#)# oLUNCHBOXsD_COrn oEQsD_COrnalProjecT # def nite}\ollowecto # WoTvariabS_s: #)# oLUNCHBOXsFOUFAT- Was#Lunchbox_and Pas]ame> #md... # c ISnABSOLNDfouno? #)# oLUNCHBOXsVcRSIONo- Tte}rname foot[Lunchbox_which_FINDfounor )# oLUNCHBOXsVcRSION_ABIU- Tte}DSO}rname foot[Lunchbox_which_FINDfounor )# oLUNCHBOXsINCLUDorresST- W_rteach p}nd ite}heatersr )# oLUNCHBOXsLIBRifIES - Tte}Lunchbox_ abraries(#)#==================================)#tExaSnle U() : #)# tend_pack]e(CLunchbox_0.3.0m_difIRED))# Pnclude endif() (ABLUNCHBOXsINCLUDorresS}) #)# ls"es is abS_(foo #uo.cc))# ct baselink_ abraries(foo ABLUNCHBOXsLIBRifIES}) #)#==================================)#tNamecto) nvSOLtoa:)# Local variabS_s o..ite}\eam _lunchbox_foo)# In WoTvariabS_s o..ite}\eam Lunchbox_FOO)# O # WoTvariabS_s o..ite}\eam LUNCHBOXsFOO)# arg MATCHet..i [downlo P) HU"St..i [to d! upperres}FindLunchbox) include(FindLabraryPack]e() include(FindPack]e(Hle lyStaldardA el tend_ abrary_pack]e(CLunchbox_INCLUDoolunchbox) tend_pack]e(_hle ly_ oAldard_o d CLunchbox_whFA\TAgMSGA LUNCHBOXsLIBRifIES LUNCHBOXsINCLUDorresSARd)"LUNCHBOXsFOUFA)_ Pnclude("ABLUNCHBOXsLIBRifYrresS}/../share/Lunchbox/spte fs.STS a"==-AMED_ARVMMLib-1.4.0/FindMAGELLAN.STS a000644 000765 000024 00000001114 12002261451 016614 0INGar00e NGaff000000 000000 # Copyrighf((c)(2011 [fan E ilen ED_Ei_AGL_USED) tend_pathiMAGELLAN_INCLUDorresp3D) nnexe fCli [L/C nnexe fCli [LAPI.h) P) HS /usr/Pnclude /usr/local/Pnclude /opt/local/Pnclude) tend_ abrary(MAGELLAN_LIBRif( the S_3D) nnexe fCli [L)_ Pnclude(FindPack]e(Hle lyStaldardA el Fd/e_PACKAGE_HANDLE S ANDARDcte SCMAGELLAN_whFA\TAgMSGA MAGELLAN_INCLUDorrespMAGELLAN_LIBRif()_ ProMAGELLAN_FOUFA. lse() e(CEitiMF,unoTSpaceMoct bAPI"in ABMAGELLAN_INCLUDorres};;$MAGELLAN_LIBRif(}"AR:pecmd)")_-AMED_AR ProMSVC t(diMAGELLAN_FOUFA 1c # Pways on=-AMED_ARVMMLib-1.4.0/FindM fsteer.STS a000644 000765 000024 00000006135 12002261451 017240 0INGar00e NGaff000000 000000 #)# Copyrighf(2012 Daniel Nachbaui l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# s arepmet: l(# - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyrighf(namicg,Pddiv)# arg") i) ndi# s and ite}\ollowectoditclaimer.(# - ReditSD buVtoas".eb e" AReam musopremplducebody#abs}\"copyrighf(namicg,)# ddivi arg") i) ndi# s and ite}\ollowectoditclaimerP.ebody#docctoryaRtoa)# and/uilag_rtSmaVARialsamplvidedbdownpody#ditSD buVtoa.(# - Neig_rtSody# ) iEyescale SoftwarepGmbH(natSody# s") iitv)# ) nSD buVorsSmayebacMe c ch endorsepuily(Dmotlamplducts terivAdafromVddiv)# softwarepdownl namd... #campiuildritVAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUTORSl"AS Is")# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTPER}_LIM.sgD TO, THE)# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITNribuFOR AmPARTICULAR PURPOSE)# _RE DISCLAIMED.ore NO EVENTPSHALL THEesaPYRIGHT HOLen uOR 5ONTRIBUTORSlBE)# L endifFOR ANY endif(, d/endif(, d/CIDENTAL, SPECIAL, EXEMPLACV, OR)# 5ONSEQUENTIAL DAMAGES (d/CLUDING, BUTPER}_LIM.sgD TO, P_"CUREe andOF)# SUBSTITUsgzGOODbuOR SERVICri; LOSS OF.USE, DATA, OR P_"FITi; OR BUSINoSS)# INTERRUPAME_) HOWEVER 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER IN)# 5ONTRAf(, RS_ICT.L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWISE))# _RIb\")ore ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(#)#==================================)#)# - Find M fsteeralProjecT # search [Pd, iody#M fsteer_ abrary)# cmishttps://gownub.Oh /BlueBra.e/M fsteeral)#==================================)#)# Tte}\ollowectoenviron [L variabS_s arepremd..Aud #, ifindectoM fsteer.)# C [CMPREFIX P) HUcan. PsoebacMe c d, iodjec(smistend_ abrary()bnR di)# docctoryaRtoa).(#)# oMONSTEERsD_COrnalProjecT # def nite}\ollowecto # WoTvariabS_s: #)# oMONSTEERsFOUFAT- Was#M fsteer_and Pas]ame> #md... # c ISnABSOLNDfouno? #)# oMONSTEERsVcRSIONo- Tte}rname foot[M fsteer_which_FINDfounor )# oMONSTEERsVcRSION_ABIU- Tte}DSO}rname foot[M fsteer_which_FINDfounor )# oMONSTEERsINCLUDorresST- W_rteach p}nd ite}heatersr )# oMONSTEERsLIBRifIES - Tte}M fsteer_ abraries(#)#==================================)#tExaSnle U() : #)# tend_pack]e(CM fsteer_0.1.0m_difIRED))# Pnclude endif() (ABMONSTEERsINCLUDorresS}) #)# ls"es is abS_(foo #uo.cc))# ct baselink_ abraries(foo ABMONSTEERsLIBRifIES}) #)#==================================)#tNamecto) nvSOLtoa:)# Local variabS_s o..ite}\eam _m fsteer_foo)# In WoTvariabS_s o..ite}\eam M fsteer_FOO)# O # WoTvariabS_s o..ite}\eam MONSTEERsFOO)# arg MATCHet..i [downlo P) HU"St..i [to d! upperres}FindM fsteer) include(FindLabraryPack]e() include(FindPack]e(Hle lyStaldardA el tend_ abrary_pack]e(CM fsteer_INCLUDoom fsteer TRANSI andColl]e( DASHA CODASH Lunchbox) tend_pack]e(_hle ly_ oAldard_o d CM fsteer_whFA\TAgMSGA MONSTEERsLIBRifIES MONSTEERsINCLUDorresSARVMMLib-1.4.0/FindOFED.STS a000644 000765 000024 00000001435 12002261451 016157 0INGar00e NGaff000000 000000 # Copyrighf((c)(2011-2012 [fan E ilen tend_pathi_ofed_INCLUDorresprdma/rdma_rnabs.h) HINTS ${OFED_D_CO}/Pnclude P) HS /usr/Pnclude /usr/local/Pnclude /opt/local/Pnclude) tend_ abrary(Irdma_LIBRif( the S_rdmacm) HINTS ${OFED_D_CO}/ ab P) HS /usr/ ab-/usr/local/ ab /opt/local/ ab tend_ abrary(Iibrnabs_LIBRif( the S_ibrnabs) HINTS ${OFED_D_CO}/ ab P) HS /usr/ ab-/usr/local/ ab /opt/local/ ab =Enclude(FindPack]e(Hle lyStaldardA elFd/e_PACKAGE_HANDLE S ANDARDcte SCOFED_whFA\TAgMSGA _ofed_INCLUDorrespIrdma_LIBRif( Iibrnabs_LIBRif( =t(diOFED_INCLUDorresS $S_ofed_INCLUDorres}) }f}oOFED_LIBRifIESDL__rdma_LIBRif(}) arg MATCHeOFED_LIBRifIESDL__ibrnabs_LIBRif(}AR ProOFED_FOUFA. toup]e(Ce(CEitiMF,unoTOFED_in ABOFED_INCLUDorresS};;$OFED_LIBRifIES}"==-AMED_ARVMMLib-1.4.0/FindQwt.STS a000644 000765 000024 00000005701 12002261451 016215 0INGar00e NGaff000000 000000 #)# Tte}RealityGrid [rte_=#)# Copyrighf((c)(2002-2009, Unirnametyoot[Manch [ter, UniAud Kectdom.(# APasrighfs remerv d.(#)# rojecsoftwarepisamplduc${di)nabs_LPD_in Ae_=#)# Copyrighf(.duc${yunotwarsmg M# sStS_s o..ite}RealityGrisaj eeer_anssociatcMe cite}\ol ameisaj eyrifunty t${do..iEPSRC untyr graABSOGR/R67699/01icg,)GR/R67699/02,)GR/T27488/01iiEP/C536452/1iiEP/D5 008/1icg,)EP/F00061X/1v d.(#)LICLIGENTERMSch> l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# ) #)#s arepmet: l( * - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyriMSGA#DDDDhf(namicg,Pd arg") i) ndi# s and ite}\ollowectoditclaimer: l( * - ReditSD buVtoas".eb e" AReam musopremplducebody#abMSGA#DDD}\"copyrighf(namicg,Pd arg") i) ndi# s and ite}\ollowMSGA#DDDctoditclaimerP.ebody#docctoryaR and/uilag_rtSmaVARialsamplviMSGA#DDDedbdownpody#ditSD buVtoa: l( * - Neig_rtSody# # T9, Unirnametyoot[Manch [mbH(natSody# MSGA#DDD s") i ) nSD buVorsSmayebacMe c ch endorsepuily(DmotlamplduMSGA#DDDcs terivAdafromVd softwarepdownl namd... #campiuildritMSGA#DDDAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUT.(#)RSl"AS )# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTP.(#)LI_LIM.sgD TO, )# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITN.(#)ibuFOR AmPARTICULAR PURP)# _RE DISCLAIMED.ore NO EVENTPSHALL IN)# esaPYRIGHT HOLen uOR 5ONTRIBUTORS)# L endifFOR ANY endif(, d/endioSS)# d/CIDENTAL, SPECIAL, EXEMPLACV,)# 5ONSEQUENTIAL DAMAGES (d/CLUDIoSS)G, BUTPER}_LIM.sgD TO, P_"CUREe an)# SUBSTITUsgzGOODbuOR SERVIC.(#)L; LOSS OF.USE, DATA, OR P_"FITi; OR BUSIN)# INTERRUPAME_) HOWE IN)#R 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER)# 5ONTRAf(, RS_lBE)# L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWI)# _RIb\")Is")# ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(")#updor: RobeStSHadef ig)=QWTEERsFOUFAsych m h indg)=QWTEed_INCLUDorr- w- W_rteach p}qndQhg)=QWTEERsLIBRifIESch ody# abrariteaasel agady#iitearrOcindg)=QWTET}sLIBRif(w- W_rteach p}nd iind) }u abra(## namr bo${_larrOED_AR ProEQT4BOXsFOUFA)_ Pnclu/Fit4S}"==-AMProEQT4BOXsFOUFs}) }QWTEERsFOUNOED_AR QT4BOXsFOUFA)> tend_paQWTEed_INCLUDorrqndQhg#DDD P) HS /ust/locqnd HS /ust/lo HS /usr/Pnclcqnd-qt4 HS /usr/PnclcqndMSGA HS /usr/Pnclcqnd5 HS /ude /opt/local/PnclcqndMSGA ) HINT "$EQWTEOC_D_C$EQWTEOC_D_g#DDD P) H_SUFFIXO}/Pncludecho))}) }QWTEf( the$EQWTEf( th} qnd-qt4 qnd5 qnd) }uqnd-qt4 }uqndude) tend_ abraQWTET}sLIBRg#DDDf( the$EQWTEf( th}g#DDD P) HS /ust/locqnd HS /ust/lo HS /NT "$EQWTEOC_D_C$EQWTEOC_D_g#DDD P) H_SUFFIXO}/ abd)")_ QWTET}sLIBRab"AR:pf(eQWTEERsLIBRifI$EQWTEbs_LIBRif("AR:pf(eQWTEERsFOUYERANS)_"==-AMQWTET}sLIBRab"==-AMQT4BOXsFOUFs =Enclude(FindPack]e(Hle lyStaldardA elFd/e_PACKAGE_HANDLE S ANDARDcteQWTLOC#whFA\TAgMQWTEERsLIBRifry elrk_as_advt[MedaQWTEed_INCLUDorrQWTET}sLIBRabVMMLib-1.4.0/Fte}RealityGQwt.STS a000644 000765 000024 00007007135 12002261451 660332 0INGar00e NGaff000000 000000 #)# Tte}RealityGrid [rte_=#)# Copyrighf((c)(2002-2009, Unirnametyoot[Manch [ter, UniAud Kectdom.(# APasrighfs remerv d.(#)# rojecsoftwarepisamplduc${di)nabs_LPD_in Ae_=#)# Copyrighf(.duc${yunotwarsmg M# sStS_s o..ite}RealityGrisaj eeer_anssociatcMe cite}\ol ameisaj eyrifunty t${do..iEPSRC untyr graABSOGR/R67699/01icg,)GR/R67699/02,)GR/T27488/01iiEP/C536452/1iiEP/D5 008/1icg,)EP/F00061X/1v d.(#)LICLIGENTERMSch> l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# ) #)#s arepmet: l( * - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyriMSGA#DDDDhf(namicg,Pd arg") i) ndi# s and ite}\ollowectoditclaimer: l( * - ReditSD buVtoas".eb e" AReam musopremplducebody#abMSGA#DDD}\"copyrighf(namicg,Pd arg") i) ndi# s and ite}\ollowMSGA#DDDctoditclaimerP.ebody#docctoryaR and/uilag_rtSmaVARialsamplviMSGA#DDDedbdownpody#ditSD buVtoa: l( * - Neig_rtSody# # T9, Unirnametyoot[Manch [mbH(natSody# MSGA#DDD s") i ) nSD buVorsSmayebacMe c ch endorsepuily(DmotlamplduMSGA#DDDcs terivAdafromVd softwarepdownl namd... #campiuildritMSGA#DDDAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUT.(#)RSl"AS )# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTP.(#)LI_LIM.sgD TO, )# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITN.(#)ibuFOR AmPARTICULAR PURP)# _RE DISCLAIMED.ore NO EVENTPSHALL IN)# esaPYRIGHT HOLen uOR 5ONTRIBUTORS)# L endifFOR ANY endif(, d/endioSS)# d/CIDENTAL, SPECIAL, EXEMPLACV,)# 5ONSEQUENTIAL DAMAGES (d/CLUDIoSS)G, BUTPER}_LIM.sgD TO, P_"CUREe an)# SUBSTITUsgzGOODbuOR SERVIC.(#)L; LOSS OF.USE, DATA, OR P_"FITi; OR BUSIN)# INTERRUPAME_) HOWE IN)#R 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER)# 5ONTRAf(, RS_lBE)# L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWI)# _RIb\")Is")# ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(")#updor: RobeStSHadef igpf(eREGUDor_DESCRIRRUPA "oa diendif )adelowete}RealityGPkgC nQwt.ST.#)# ro ro- Neig_rtSo (rS_s o..ibuiloAddemicmpi[CMPRECO}/ te}RealityGramr anody#inNGallaV ab.pf(eREGUDor_ thSACKA"te}RealityGr## namefo.# t o..ite}RealityGUDorruo.cTScaMan cht# T ActoiteREGUDor_DESCRIRRUPAIES} #---------------------------------------------------------.("Sabs_LPreponAnpifaclInvocaLo ro## nhf(alrea"unkn._AR ProEte}RealityGUDorUFA)> tend_pate}RealityGUDorrUsete}RealityGQwt.STMSGA ) HINT "$EMONSTEERsEOC_D_C$EMONSTEERsEOC_D_C$ "$EREGUMONSTEHOME_C$ "$EREGUHOME__g#DDD P) H_SUFFIXO}/ te}RealityGrO}/ abDD P) HS / HS /ust/lo abDDDOC "TtoiteREGUDor_DESCRIRRUPAIE abd)"==-AMProEte}RealityGUDorUF #---------------------------------------------------------._AR te}RealityGUDorUFA)# haabsw are= tend_patudtEed_INCLUDorrudtabs.h) HINTSUDTFED_D_CO}/Pnclude P) HS /usr/Pnclude /usr/local/Pnclude /opt/local/Pnclude) tend_ abrarudtEbs_LIBRif( theudts.h) HINTSUDTFED_D_CO}/ ab P) HS /usr/ ab-/usr/local/ ab /opt/local/ ab =Enclude(FindPack]e(Hle lyStaldardA elFd/e_PACKAGE_HANDLE S ANDARDcteUDTFED_whFA\TAgMSGAudtEed_INCLUDorrrudtEbs_LIBRUFs}) }UDTFED_INCLUDorresS udtEed_INCLUDorres}) }UDTFED_LIBRifIESDudtEbs_LIBRif(}AR UDTFED_FOUFA. toup]e(Ce(CEitiMF,uUDTFED_inUDTFED_INCLUDorresS}UDTFED_LIBRifIES}"==-AMEDFVMMLib-1.4.0/FVIBQwt.STS a000644 000765 000024 00001261114 12002261451 437240 0INGar00e NGaff000000 000000 # Copyrighf((c)(2012 [fan E ilen tend_paVIBUED_INCLUDorrevmmal//vmmal/.hppI"A$ "$EVIBUED_D_CO}/Pncl HS /usr/Pnclude /usr/local/Pnclude /opt/local/Pncludh-AMVIBUC}_INCLUDorresSi setVIBU L_FOUFAp1c setVIBUC}_DEBaBUILDawhich EN "vmmal/1BI}-dev"A_f(Pvmmal/fcto #UFA. lse() e(CEitiMF,uvmmal/FED_inVIBUC}_INCLUDorrif(}"AR:pecmd)"}"e_f(Pvmmal/fcto #UFA.ooolse() vmmal/flp_rname f_ # Wo_type}oulGr## nah p}VMMES}"==-AMED_ARVMMLib-1.4.0/FXDRQwt.STS a000644 000765 000024 00006402114 12002261451 076240 0INGar00e NGaff000000 000000 #)# Tte}RealityGrid indecr_ abrar_=#)# Copyrighf((c)(200210009, Unirnametyoot[Manch [ter, UniAud Kectdom.(# APasrighfs remerv d.(#)# rojecsoftwarepisamplduc${di)nabs_LPD_in Ae_=#)# Copyrighf(.duc${yunotwarsmg M# sStS_s o..ite}RealityGrisaj eeer_anssociatcMe cite}\ol ameisaj eyrifunty t${do..iEPSRC untyr graABSOGR/R67699/01icg,)GR/R67699/02,)GR/T27488/01iiEP/C536452/1iiEP/D5 008/1icg,)EP/F00061X/1v d.(#)LICLIGENTERMSch> l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# ) #)#s arepmet: l( * - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyriMSGA#DDDDhf(namicg,Pd arg") i) ndi# s and ite}\ollowectoditclaimer: l( * - ReditSD buVtoas".eb e" AReam musopremplducebody#abMSGA#DDD}\"copyrighf(namicg,Pd arg") i) ndi# s and ite}\ollowMSGA#DDDctoditclaimerP.ebody#docctoryaR and/uilag_rtSmaVARialsamplviMSGA#DDDedbdownpody#ditSD buVtoa: l( * - Neig_rtSody# # T9, Unirnametyoot[Manch [mbH(natSody# MSGA#DDD s") i ) nSD buVorsSmayebacMe c ch endorsepuily(DmotlamplduMSGA#DDDcs terivAdafromVd softwarepdownl namd... #campiuildritMSGA#DDDAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUT.(#)RSl"AS )# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTP.(#)LI_LIM.sgD TO, )# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITN.(#)ibuFOR AmPARTICULAR PURP)# _RE DISCLAIMED.ore NO EVENTPSHALL IN)# esaPYRIGHT HOLen uOR 5ONTRIBUTORS)# L endifFOR ANY endif(, d/endioSS)# d/CIDENTAL, SPECIAL, EXEMPLACV,)# 5ONSEQUENTIAL DAMAGES (d/CLUDIoSS)G, BUTPER}_LIM.sgD TO, P_"CUREe an)# SUBSTITUsgzGOODbuOR SERVIC.(#)L; LOSS OF.USE, DATA, OR P_"FITi; OR BUSIN)# INTERRUPAME_) HOWE IN)#R 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER)# 5ONTRAf(, RS_lBE)# L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWI)# _RIb\")Is")# ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(")#updor: RobeStSHadef ig-AMXDRUC}_INCLUDorUFA)# hf(alreaerPcaMan . Psoequietp1c setXDRU }_Fd/e_QUIEUFApTRU"==-AMXDRUC}_INCLUDorUF.("ifsw ahaabsrpc.downpnsw arsSm*need*") ramr xdrQhg)=. Pdodidnreponlookramr xdrQhg> tend_patPCEed_INCLUDorr"rpc/rpc.dES} # mpyrigreponhaabsxdrQhgecmtPCEed_INCLUDorr}"oRS_difstPCEed_INCLUDorif(-ER}FOUFAac> tend_paXDRUC}_INCLUDorr"rpc/xdrQh"EitAecmProEXDRUC}_INCLUDorr}"oRS_difsXDRUC}_INCLUDorif(-ER}FOUFAach pf(eREGUHAS_XDRUH 1AI"AR:pecmProEXDRUC}_INCLUDorr}"oRS_difsXDRUC}_INCLUDorif(-ER}FOUFAr}"e)tPCEed_INCLUDorr}"oRS_difstPCEed_INCLUDorif(-ER}FOUFAacpf(eREGUHAS_tPCEHUFAp1c setXDRUC}_INCLUDorr${tPCEed_INCLUDor}(}R:pecmtPCEed_INCLUDorr}"oRS_difstPCEed_INCLUDorif(-ER}FOUFA # ch p}nd ial/Fer_andount"ifsamefo e) tend_ abraXDRUma_LIBRif( the pcsxdr_ssxdr openxdr) ecmProEXDRUma_LIBRi}"oRS_difsXDRUC}_LIBRif(-ER}FOUFAacpf(eREGUEX INNALUC}_CEteREGUEX INNALUC}_C_C$EXDRUC}_LIBR}RER:pecmProEXDRUma_LIBRi}"oRS_difsXDRUC}_LIBRif(-ER}FOUFA elrk_as_advt[MedatPCEed_INCLUDorrXDRUC}_INCLUDorrXDRUC}_LIBRFA # ritGr## n c need acpf sStSmial/FaR 9, xAsych muMSGdc need on.ite} W) tow s aCygllob =Enclude(FindPack]e(Hle lyStaldardA AR UNIX el Fd/e_PACKAGE_HANDLE S ANDARDcteXDRLOC#whFA\TAgMXDRUC}_INCLUDorUFr}"e)UNIX el Fd/e_PACKAGE_HANDLE S ANDARDcteXDRLOC#whFA\TAgMXDRUC}_INCLUDorrXDRUC}_LIBRFAR:pecmUNIX VMMLib-1.4.0/FgpusGQwt.STS a000644 000765 000024 0001000614 12002261451 566240 0INGar00e NGaff000000 000000 #)# Copyrighf(2011-2012 [fan E ilen l(# ReditSD buVtoa errOct bin # RelaterrO e" AReams, downpuildownl n(# moMEDicaRtoa, arep mitVAdamplvidedbodts ite}\ollowecto) ndi# s arepmet: l(# - ReditSD buVtoas") i# Relatcode musopreta.ebody#abs}\"copyrighf(namicg,Pddiv)# arg") i) ndi# s and ite}\ollowectoditclaimer.(# - ReditSD buVtoas".eb e" AReam musopremplducebody#abs}\"copyrighf(namicg,)# ddivi arg") i) ndi# s and ite}\ollowectoditclaimerP.ebody#docctoryaRtoa)# and/uilag_rtSmaVARialsamplvidedbdownpody#ditSD buVtoa.(# - Neig_rtSody# ) iEyescale SoftwarepGmbH(natSody# s") iitv)# ) nSD buVorsSmayebacMe c ch endorsepuily(Dmotlamplducts terivAdafromVddiv)# softwarepdownl namd... #campiuildritVAnp misstoa.(#)# THIs0y FTWARE Is0P_"VIDED BY THEesaPYRIGHT HOLen s0_UPP5ONTRIBUTORSl"AS Is")# _UPPANY EXPRribuOR IMPLIED WARRANTIES, d/CLUDING, BUTPER}_LIM.sgD TO, THE)# IMPLIED WARRANTIES OF.MERCHANTABILITSp_UPPFITNribuFOR AmPARTICULAR PURPOSE)# _RE DISCLAIMED.ore NO EVENTPSHALL THEesaPYRIGHT HOLen uOR 5ONTRIBUTORSlBE)# L endifFOR ANY endif(, d/endif(, d/CIDENTAL, SPECIAL, EXEMPLACV, OR)# 5ONSEQUENTIAL DAMAGES (d/CLUDING, BUTPER}_LIM.sgD TO, P_"CUREe andOF)# SUBSTITUsgzGOODbuOR SERVICri; LOSS OF.USE, DATA, OR P_"FITi; OR BUSINoSS)# INTERRUPAME_) HOWEVER 5AUSEDp_UPPONo_UY THE) eOF.L enILITS, WHETHER IN)# 5ONTRAf(, RS_ICT.L enILITS, OR TORT (d/CLUDING NEGLIGEN seOR OTHERWISE))# _RIb\")ore ANY WAYocuXeOF.THEeUSERcF THIs0y FTWARE, EVEN IF ADVISEDpOF.THE)# POSSIBILITSpOF.SUCH DAMAGE.(#)#==================================)# - FiGPU-SIMEalProjecT # search [Pd, ioGPU-SIeer_ abrary)# cmish://www.equalizergraphicsnub.Ogpu-sounorral)#==================================)#)# Tte}\ollowectoenviron [L variabS_s arepremd..Aud #, ifindeGPU-SIM r.)# C [CMPREFIX P) HUcan. PsoebacMe c d, iodjec(smistend_ abrary()bnR di)# docctoryaRtoa).(#)# GPUSDEERsD_COrnalProjecT # def nite}\ollowecto # WoTvariabS_s: #)# GPUSDEERsFOUFAT- WGPU-SIeer_and Pas]ame> #md... # c ISnABSOLNDfouno? #)# GPUSDEERsVcRSIONo- Tte}rname foGPU-SIeer_which_FINDfounor )# GPUSDEERsINCLUDorresST- W_rteach p}nd ite}heatersr )# GPUSDEERsLIBRifIES - TGPU-SIeer_ abraries( )# GPUSDECOMPONE HIN-FORivi arg") ISnABSOLNDfoies( )# GPUSDEC}_DEBawhich EN N-FORivi arg"dependencirch [Pd, ioCindP"deb bo${_ bu #)# ISnABSOrsSmay:") rmiccgl, glxamsgl, dns_siMSGA#F[Pdfore") ISnAB, nite}\ollowe[L variabS_s apf(MEDnandoiicaRto nMSGA#rele) nvody# abrari_s andocMe c GPUSDEERsLIBRif.S - T) rm") ISnAB Vddiv)#implicieeer_an# Pwa # searrv d.(#) GPUSDE${COMPONE H}EERsFOUFAT- Wthm") ISnAB LNDfouno#) GPUSDE${COMPONE H}ET}sLIBRif(Thm") ISnAB nd_ abrries(#)#==================================)#tExaSnle U() : #)# tend_pack]GPUSD 1.0.0 dns_si1.0m_difIRED))# Pnclude endif() GPUSDEERsINCLUDorresS}) #)# ls"es is abS_(foo #uo.cc))# ct baselink_ abraries(fooGPUSDEERsLIBRifIES}) #)#==================================)#tNamecto) nvSOLtoa:)# Local variabS_s o..ite}\eagpusGeer_foo)# In WoTvariabS_s o..ite}\eGPUSDEER_FOO)# O # WoTvariabS_s o..ite}\eGPUSDEER_FOO)# arg MATCHet..i [downlo P) HU"St..i [to d! upperres}FgpusGeer) include(FindLabraryPack]e() include(FindPack]e(Hle lyStaldardA el tend_ abrary_pack]gpusGeeFOO) rms}) }GPUSDE) rmUC}_LIBRif(GPUSDEERsLIBYres}) }GPUSDECOMPONE HIN) rmA 1cfs rtmerP!ERsFOeFOO) ISnABSs}) }agpusGeCOMPONE HIN)gl glxmsgl dns_si) reforeacgpusGeCOMPONE HIESDgpusGeCOMPONE HI}RED)ef(t(gpusGeal/FGPUSDE${DgpusGeCOMPONE H}ET}sLIBRab"Amistend_ abra${DgpusGend_} gpusGe${DgpusGeCOMPONE H} abDD P) GPUSDEERsINCLUDorres}/.. P) H_SUFFIXES ab-NO_whFA\TAgP) _f( ProgpusGend_} f( reach(liMgpusGend_}if(-ER}FOUFAach ( gpusGel FdCOMPONE HINf( reach${DgpusGeCOMPONE H}SEDp_DgpusGecto #UFA. 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Als"es e_proc l(COMMEDp_inGIT_EXECUT L e} pusdownigED_in_LINCHEERsVcRS}s.hhhhhWORKINGUDorECTTHE) HU"St..SOURCLUDorrUFA. p muSED_A dfotbsc dm#abstagFA. ls"es e_proc l(s.hhhhCOMMEDp_inGIT_EXECUT L e} tag -f#release-${ERsVcRS}_in_LINCHEERsVcRS}s.hhhhCOMMEDp_inGIT_EXECUT L e} pusdo--tagss.hhhhREShFA\VIBR L en## don.iWORKINGUDorECTTHE) HU"St..SOURCLUDorrUFA. ecm## don.UFA. A toup]pe FATAL_ MSGA \"Errbu cdfotNametag release-${ERsVcRS}_on _ ancb ${_LINCHEERsVcRS}\"UFA. p muSE"d)_# com_# ct (tagFA.COMMEDp_inU"St..iOMMEDp} -P) HU"St..i [to d!BINIBRifYr}s://_ ancb_ otagQwt.STMSGCOMME HI"Add tag release-${ERsVcRS}E abWORKINGUDorECTTHE)" HU"St..SOURCLUDorrE abd)_# com_# ct (erases.hCOMMEDp_inGIT_EXECUT L e} tag -d release-${ERsVcRS}s.hCOMMEDp_inGIT_EXECUT L e} pusdownigED_:release-${ERsVcRS}s.hCOMME HI"Rem#abstag release-${ERsVcRS}E abWORKINGUDorECTTHE)" HU"St..SOURCLUDorrE abd)_# com_# ct (# ball-clon.FA.COMMEDp_inU"St..iOMMEDp} -E rem#abude endyMSGA " HU"St..PROJECTEf( t}-${ERsVcRS}E abCOMMEDp_inGIT_EXECUT L e} clon.)" HU"St..SOURCLUDorrE abbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb" HU"St..PROJECTEf( t}-${ERsVcRS}E abWORKINGUDorECTTHE)" HU"St..BINIBRifYr}"s.hCOMME HI"ClonName) i# RE abd)_# com_# ct (# ball-prf sSes.hCOMMEDp_inGIT_EXECUT L e} checkownl-q release-${ERsVcRS}s.hCOMMEDp_inU"St..iOMMEDp} -E rem#abude endy ".://E abLDawhiS # ball-clon.FA.WORKINGUDorECTTHE)" HU"St..BINIBRifYr}/ HU"St..PROJECTEf( t}-${ERsVcRS}E abCOMME HI"Prf sSName HU"St..PROJECTEf( t}-${ERsVcRS}E abd)_# com_# ct (# balls.hCOMMEDp_inU"St..iOMMEDp} -E # czfb" HU"St..PROJECTEf( t}-${ERsVcRS}.# .gzE abbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb" HU"St..PROJECTEf( t}-${ERsVcRS}E abLDawhiS # ball-prf sSes.hWORKINGUDorECTTHE)" HU"St..BINIBRifYr}"s.hCOMME HI"CdfotName HU"St..BINIBRifYr}/ HU"St..PROJECTEf( t}-${ERsVcRS}.# .gzE abUFA.s}) }agit# ct s_TARGETS _ ancb es stag erase) reforeacgit# ct s_TARGETN${Dgit# ct s_TARGETS}RED)ef(_# ct _propertif() Dgit# ct s_TARGET} OR PERRANTIEXsINCLUFROM_PSHAONRED)ef(_# ct _propertif() Dgit# ct s_TARGET} OR PERRANTIFT HOLe"://Ed)")_mndforeachVMMLib-1.4.0Iy#inNGSymaselQwt.STS a000644 000765 000024 00001543135 12002261451 616240 0INGar00e NGaff000000 000000 dfotbs a FROM->TO symasel duSNamedy#inNGallaV funcllaV(INS FAL_SYMLINK FROM TO COMPONE Hev"A_f ProMSVC edy#inNG(CODE abbbbb"ct _fn Edy# _) ISnAB(FROM_PBSOLUTE) HU"St..INS FAL_[CMPRE}/ HFROMype}ANDNDD PBSOLUTEUFA. A. fn E(TOEf(TIVwnlo P)\ HFROM_PBSOLUTE} FROM_PBSOLUTEUFA. A. fn E(TOEf(TIVwnlo P)\ HU"St..INS FAL_[CMPRE}/ HTO} TOUFA. A. toup]\"mkasel /j)\ HTO} \ HFROM_PBSOLUTE}\"UFA. ls"es e_proc l(COMMEDp_mkasel /j)\ HTO} \ HFROM_PBSOLUTE})E abbbbbCOMPONE HI"${COMPONE H}"ED_AR}"e)}ds. dy#inNG(CODE abbbbb"ls"es e_proc l(COMMEDp_rm -f# HU"St..INS FAL_[CMPRE}/ HTO}UFA. ct _fn Edy# _) ISnAB(FROM_PBSOLUTE) HU"St..INS FAL_[CMPRE}/ HFROMype}ANDNDD PBSOLUTEUFA. A. ls"es e_proc l(COMMEDp_inU"St..iOMMEDp} -E cdfote_symasel pe}ANDNDD \ HFROM_PBSOLUTE} HU"St..INS FAL_[CMPRE}/ HTO}UE abbbbbCOMPONE HI"${COMPONE H}"ED_AR:pecmd)")_muncllaV(chVMMLib-1.4.0MecT PathQwt.STS a000644 000765 000024 00000526435 12002261451 703240 0INGar00e NGaff000000 000000 # s de endif(T ActoiHet..i [downlo P) c duo.cTSscrip i piviMSGAdafrnewduo.cTSlp_rnamch [Pdoldduo.cTSdy#inNGallaVs.ig-AMHet..ERsVcRSIERsVcRSILITNr2.8ED_A# arg MATCHet..i [downlo P) HU"St..SOURCLUDorr4.02.8EDR:pecmd)-AMHet..ERsVcRSIERsVcRSILITNr2.8.3ED_A# arg MATCHet..i [downlo P) HU"St..SOURCLUDorr4.02.8.3ED"==-AMED_ARVMMLib-1.4.0ParseArgdocctsQwt.STS a000644 000765 000024 00002330135 12002261451 574240 0INGar00e NGaff000000 000000 #COrnalProis a helper MacroT ApandorspllaVal argdocctsFED_Macros/FuncllaVddivIt h beenstakensAdafrome publicy()bnR wiki. p# cmish://www.wt.ST.org/Wiki4.0MacroParseArgdocctse c ddy#docctoryaReer_p# licensNam. #COmacro(pando_argdocctsFprffix arg_dy# pllaV_dy# RED)ef(ter_whFA\RDctab"Amndforeaarg_dy# ) Harg_dy# if("AR:pf(e${prffix}_ Harg_dy# }AI"AR:pmndforeaarg_dy# ab"Amndforea pllaV) H pllaV_dy# if("AR:pf(e${prffix}_ H pllaV} FALSEAI"AR:pmndforea pllaVcho))}) }currcct_arg_dy# )er_whFA\RDctab"A}) }currcct_arg_# ab"Amndforeaarg) HRDcNif("AR:pf(elarg_dy# Harg_dy# if("AR:# al F larg_dy# " Harg}"ois_arg_dy# ab"A. ecmis_arg_dy# GREATOLe-1UFA. A.pf(e${prffix}_ Hcurrcct_arg_dy# } Hcurrcct_arg_# }UFA. A.pf(ecurrcct_arg_dy# ) Harg}UFA. A.pf(ecurrcct_arg_# ab"A_AR}"e)is_arg_dy# GREATOLe-1UFA. A.pf(el pllaV_dy# ) H pllaV_dy# if("AR:R:# al F l pllaV_dy# )" Harg}"ois_ pllaVch"AR:R:ecmis_ pllaV)GREATOLe-1UFA. A.R:pf(e${prffix}_ Harg}UFApTRUE o_AR}"e)is_ pllaV)GREATOLe-1UFA. A.R:pf(ecurrcct_arg_# Hcurrcct_arg_# }) Harg}UFA. A."==-AMis_ pllaV)GREATOLe-1UFA. "==-AMis_arg_dy# GREATOLe-1UFA.R:pmndforeaargab"A}) }${prffix}_ Hcurrcct_arg_dy# } Hcurrcct_arg_# }UFR:pmacro(pando_argdocctsED_ARVMMLib-1.4.0PurpleAdFindLabrQwt.STS a000644 000765 000024 0001226435 12002261455 144240 0INGar00e NGaff000000 000000 ##)# Copyrighf((c)(0 Daniel Pfeif [te# APasrighfs remerv d hf(2012 [fan E ilen lalProfn Eois freelyody#ditSD ariaarepdownllicensNam feeseer_p# iialsamplvidedbdownlguaraABebsc dwarraABebsexprfsacMec dimplierv d alProfn Eois -not-merP.ebopublicydomain. #COe() incluParseArgdoccts]e() incluPurpleIy#inNGPDB]e() incluPurpleExpa(FindLabies]e() incluPurpleP ompn EHe}heatd)_funcllaV(AR PownADDUma_LIBRif( tab"A}tSNam(TOUg Mrr${f( t} Ug Mr_f( tabb"A}) }RDcEf( thFA. SOURCLhFA. HEAHOLeFA. HEAHOLe_[CMPREFA. LINKEERsLIBRifFA. ERsINCLUFAL_HEAHOLFA. [CMCOMPIownHEAHOLeFA. abb"A}) }ORRUPAEf( thFA. EXsINCLUFROM_PSHFA. SHAREDFA. STATICFA. #FR( tWORKFA. abb"Apando_argdoccts(cF TH" HRDcEf( th}"H" HORRUPAEf( th}"H HRDcNif("A}tSNam(REGEXNf( re "^[a-z]+" SHORTEf( tH HcF T_HEAHOLe_[CMPRE}) _f( ProMN seXCODE.ERsVcRSf("AR:pf(ecF T_er_INIRUPAINTSUg Mr_f( t}_DSO_f( t=\" HU"St..SHAREDUma_LIBR_[CMPRE}${f( t} HU"St..SHAREDUma_LIBR_ H_SUF}\"UFA.R}"e)}ds. dfarg LEUFA. A.pf(ecF T_er_INIRUPAINTSUg Mr_f( t}_DSO_f( t=\" HU"St..SHAREDUma_LIBR_[CMPRE}${f( t}.${ERsVcRSIABI} HU"St..SHAREDUma_LIBR_ H_SUF}\"UFA.A.R}"e)}ds. R:pf(ecF T_er_INIRUPAINTSUg Mr_f( t}_DSO_f( t=\" HU"St..SHAREDUma_LIBR_[CMPRE}${f( t} HU"St..SHAREDUma_LIBR_ H_SUF}.${ERsVcRSIABI}\ ab"AR:p muSED_AR)_-AMED_ dfacF T_[CMCOMPIownHEAHOLeab"AR:purple_pch_prf sSe(${f( t} cF T_SOURCLhH HcF T_[CMCOMPIownHEAHOLe}AI"AR:pecmcF T_[CMCOMPIownHEAHOLeab_ dfacF T_ERsINCLUFAL_HEAHOLab"AR:purple_# PnclunNG_te}hea( HcF T_ERsINCLUFAL_HEAHOLype}ANDN HcF T_HEAHOLe_[CMPRE}N HcF T_HEAHOLe}AI"AR:pecmcF T_ERsINCLUFAL_HEAHOLab . ecmProEcF T_SHAREDSEDp_ProEcF T_STATICf("AR:pf(ecF T_SHAREDSRSf("AR:pf(ecF T_STATICSRSf("AR:pecmProEcF T_SHAREDSEDp_ProEcF T_STATICf(_ dfacF T_EXsINCLUFROM_PSHf("AR:pf(ecF T_EXsINCLUFROM_PSHAEXsINCLUFROM_PSHf("AR}"e)}ds. unpf(ecF T_EXsINCLUFROM_PSHED_AR)_-AMED_ pf(ecF T_TARGETSf(_ dfacF T_SHAREDf("AR:pf(ecF T_TARGETNal/f${f( t}_shsSedRUE o# arg MATCcF T_TARGETSN HcF T_TARGET}RUE o# arg MATCcF T_er_INIRUPAINTSUg Mr_f( t}_SHAREDf(UE o# nd_ abra${cF T_TARGET} SHAREDN HcF T_EXsINCLUFROM_PSH}N HcF T_HEAHOLe}N HcF T_SOURCLh}ab"AR:purple_expa(Fink_ abrariLINKEERsLIBRifN HcF T_LINKEERsLIBRif}ab"AR:# ct baselink_ abrari${cF T_TARGET} ${LINKEERsLIBRif}ab"AR:ef(_# ct _propertif() cF T_TARGET} OR PERRANTpe}ANDNOUTPUTEf( tH Hf( t}pe}ANDNERsVcRSIliERsVcRS} SOERsVcRSIliERsVcRSIABI} abbbbbCOMPIowner_INIRUPAIN" cF T_er_INIRUPAIrE abbbbbSOURCLUDorECTTHE) HU"St..i [to d!SOURCLUDorr abbbbbLINKEERsLIBRifN" HcF T_LINKEERsLIBRif}E abbbbbFT HOLe"indLabies" PROJECTELABELN" Hf( t}E abbbbbf(UE oecmProEcF T_EXsINCLUFROM_PSHf("AR:R:purple_# #inNG_pdb) cF T_TARGET} DESTIf(TIRSIberPCOMPONE HIESSHORTEf( t}devAIL "AR:pecmProEcF T_EXsINCLUFROM_PSHED_AR)_-AMcF T_SHAREDf(_ dfacF T_STATICf("AR:pf(ecF T_TARGETNal/f${f( t}_storycRUE o# arg MATCcF T_TARGETSN HcF T_TARGET}RUE o# arg MATCcF T_er_INIRUPAINTSUg Mr_f( t}_STATICf(_ o# nd_ abra${cF T_TARGET} STATICS HcF T_EXsINCLUFROM_PSH}N HcF T_HEAHOLe}N HcF T_SOURCLh}ab"AR:ef(_# ct _propertif() cF T_TARGET} OR PERRANTpe}ANDNOUTPUTEf( tH Hf( t}pe}ANDNERsVcRSIliERsVcRS} SOERsVcRSIliERsVcRSIABI} abbbbbCOMPIowner_INIRUPAIN" cF T_er_INIRUPAIrE abbbbbSOURCLUDorECTTHE) HU"St..i [to d!SOURCLUDorr abbbbbLINKEERsLIBRifN" HcF T_LINKEERsLIBRif}E abbbbb[CMPRErO}/ abDDabUFA.R)_-AMcF T_STATICf(_ dfacF T_[CMCOMPIownHEAHOLeab"AR:purple_pch_use(${f( t} cF T_TARGETe}AI"AR:pecmcF T_[CMCOMPIownHEAHOLeab_ dfaProEcF T_EXsINCLUFROM_PSHf("AR:st _property (GLOBAL rg MATCOR PERRY FAL_TARGETSN HcF T_TARGETS}ED_AR)_-AMED_ mndforeaHEAHOLN HcF T_HEAHOLe}AI"A"A}tSNam(REGEXNf( re "(.*)[/\\]" Dorr${HEAHOLy}ds. dy#inNG(FIowSr${HEAHOLy abDDabDESTIf(TIRSIal/Pnclc HcF T_HEAHOLe_[CMPRE}c HDorrPCOMPONE HIESSHORTEf( t}devAIL "A#st _property(SOURCLr${HEAHOLyCOR PERRY MACOSXd/e_PACKALOC(TIRSIHe}heatc HDorrUFA.R:pmndforeaHEAHOLN HcF T_HEAHOLe}AI_ dfaProEcF T_EXsINCLUFROM_PSHf("AR:dy#inNG(TARGETSN HcF T_TARGETS} abDDabARCHIVEbDESTIf(TIRSI${LI_LIBR_DorrPCOMPONE HIESSHORTEf( t}dev abDDabRUNTIME DESTIf(TIRSIberPCOMPONE HIESSHORTEf( t}O}/ abDDabma_LIBRiDESTIf(TIRSI${LI_LIBR_DorrPCOMPONE HIESSHORTEf( t}O}/ abDDabUFA.R)_-AMProEcF T_EXsINCLUFROM_PSHf(")_muncllaV(AR PownADDUma_LIBRif( tabVMMLib-1.4.0PurpleDoxygenQwt.STS a000644 000765 000024 00002271135 12002261451 445240 0INGar00e NGaff000000 000000 ##)# Copyrighf((c)(0 Daniel Pfeif [te# APasrighfs remerv d> lalProfn Eois freelyody#ditSD ariaarepdownllicensNam feeseer_p# iialsamplvidedbdownlguaraABebsc dwarraABebsexprfsacMec dimplierv d alProfn Eois -not-merP.ebopublicydomain. #COe() incluParseArgdoccts]eOmacro(AR PownDOXYGENif( tab"Apando_argdoccts(cF TH"DOXYFIow;INPUT;PAR( tTOLe" ""H HRDcNif(ED)ef(teOXYFIow) HU"St..i [to d!BINIBRifYr}s${f( t}.doxyfn EUFA.s dfacF T_eOXYFIowf("AR:ckgC nure_fn E) cF T_eOXYFIow} eOXYFIow} HEesONIETLf.R}"e)}ds. ls"es e_proc l(COMMEDp_inDOXYGEN_EXECUT L e} -s -g eOXYFIow}ED_AR)_-AMED_ mndforeaPAR( H HcF T_[AR( tTOLey}ds. fn E)rg MATC eOXYFIow} " H[AR( }\n"UFA.R:pmndforea[AR( f(ED)ef(tINPUTab"AmndforeaFIow) HcF T_ERPUTif("AR:pf(eERPUT " HERPUTi \\\n \" HFIow}\""UFA.R:pmndforeaFIow) HcF T_er_whFA\RDct}ab"Ami E)rg MATC eOXYFIow} "ERPUT = HERPUTi\n"UFg)=.) }OUTPUT) HU"St..i [to d!BINIBRifYr}s${f( t}.ok) # com_commer_}OUTPUT) HOUTPUT} d COMMEDp_inDOXYGEN_EXECUT L e} eOXYFIow} d COMMEDp_inU"St..iOMMEDp} -E #oucb ${OUTPUT} d LDawhiS HcF T_ERPUTif(# com_# ct (${f( t} LDawhiS HOUTPUT}f(ED)# com_# ct (${f( t} inDOXYGEN_EXECUT L e} eOXYFIow}UFR:pmacro(AR PownDOXYGENabVMMLib-1.4.0PurpleExpa(FindLabiesQwt.STS a000644 000765 000024 00001561114 120022614521117240 0INGar00e NGaff000000 000000 ##)# Copyrighf((c)(0 Daniel Pfeif [te# APasrighfs remerv d> lalProfn Eois freelyody#ditSD ariaarepdownllicensNam feeseer_p# iialsamplvidedbdownlguaraABebsc dwarraABebsexprfsacMec dimplierv d alProfn Eois -not-merP.ebopublicydomain. #COe() incluParseArgdoccts]eOmacro(AR PownEXPEDpEERsLIBRifNVA ${ )ef(t${VA }RED)ef(tVIBR Hev"Apando_argdoccts(cF TH"EXsINCL" ""H HRDcNif("AmndforeaC}_LIBRif(cF T_er_whFA\RDct}ab"AR:# al F cF T_EXsINCLI${LI_LIBR}AEXsINCLD) -AMProEEXsINCLD RS_dif-1UF A skipFA.A.R}"e-AMIBR Hi}"oRS_difsshsSed"UFA. # arg MATC${VA }Nal/f${LI_LIBR}_shsSedRUE oR}"e-AMIBR Hi}"oRS_difsstoryc"UFA. # arg MATC${VA }Nal/f${LI_LIBR}_storycRUE oR}"e-AMUTPER}_LIBRi}"oRS_difsshsSed"SEDp_ProER}_LIBRi}"oRS_difsstoryc"UFA. # arg MATC${VA }N${LI_LIBR}ab"AR:p muSED_AD)ef(tVIBR HN${LI_LIBR}ab"AR:pmndforeaC}_LIBRFAR:pmacro(AR PownEXPEDpEERsLIBRifNVA ${VMMLib-1.4.0PurpleIy#inNGPDBQwt.STS a000644 000765 000024 00001361435 120022614517766157 0INGar00e NGaff000000 000000 ##)# Copyrighf((c)(0 Daniel Pfeif [te# APasrighfs remerv d> lalProfn Eois freelyody#ditSD ariaarepdownllicensNam feeseer_p# iialsamplvidedbdownlguaraABebsc dwarraABebsexprfsacMec dimplierv d alProfn Eois -not-merP.ebopublicydomain. #COemuncllaV(AR PownINS FAL_[DB TARGET) _f( ProMED_AD)gf(_# ct _propertyacF T_LOC(TIRSIf(cARGET} LOC(TIRS}ds. dfaProEU"St..iFGnINTDorr}"oRS_difs.") ds. R:ptSNam(REPLACE)" HU"St..iFGnINTDor}"H"\${EBaBUITYPE}"HcF T_LOC(TIRSIf(cF T_LOC(TIRS}ab"AR:p muSED_AD)ct _fn Edy# _) ISnAB(cF T_EXTENSIRSIf(cF T_LOC(TIRS}EEXTAI"A"A}tSNam(REGEXNREPLACE)" HcF T_EXTENSIRS}$"H".pdb"HcF T_[DB f(cF T_LOC(TIRS}ab"AR:dy#inNG(FIowSr${cF T_[DB} HENFIGURARUPAINDebug RelWdbdDebInfoH HRDcNif("Ap muSProMED")_muncllaV(AR PownINS FAL_[DB${VMMLib-1.4.0PurpleP ompn EHe}heatQwt.STS a000644 000765 000024 00007610114 120022614521425240 0INGar00e NGaff000000 000000 #)# Copyrighf((c)(0 Daniel Pfeif [te# APasrighfs remerv d hf(2012 [fan E ilen lalProfn Eois freelyody#ditSD ariaarepdownllicensNam feeseer_p# iialsamplvidedbdownlguaraABebsc dwarraABebsexprfsacMec dimplierv d alProfn Eois -not-merP.ebopublicydomain. e() incluUpdateFn EUFOmacro(_AR PownPCH_FIowSrPCH_HEAHOLNPCH_SOURCLrf( tab"A}f(t${PCH_HEAHOL})" HU"St..i [to d!BINIBRifYr}s${f( t}_pch.hxx"ab"A}f(t${PCH_SOURCL})" HU"St..i [to d!BINIBRifYr}s${f( t}_pch.cxx"abR:pmacro(_AR PownPCH_FIowSrPCH_HEAHOLNPCH_SOURCLrf( tabOmacro(_AR PownPCMCOMPIownHEAHOL_GCCrf( t TARGET) _f_purple_pch_fn Es(PCH_ERPUT PCH_SOURCLr${f( t}f(ED)ef(tPCH_HEAHOLN" HU"St..i [to d!BINIBRifYr}s${cARGET}_pch.hxx"ab"A}f(tPCH_BINIBR " H[CH_HEAHOL}.gcdES} update_fn E) PCH_ERPUT}N${[CH_HEAHOL}f(ED)etSNam(TOUg Mrr"U"St..iXX_FLAGS_ HU"St..BBaBUITYPE}"HVIBR Hev"A}f(tCOMPIownFLAGS S}:LVIBR H}}bf(UE #gf(_# ct _propertyacARGETITYPEIf(cARGET} TYPEev"A#( PrcARGETITYPE}r}"oRS_difSHAREDUma_LIBRev"A#_A# arg MATCHOMPIownFLAGS "-fPIC"ab"A#p muSPrcARGETITYPE}r}"oRS_difSHAREDUma_LIBRev D)ct _de endy_propertyaINCUDorreERsINCLUDorECTTHRiff("AmndforeaDorr${INCUDorr}RUE o# arg MATCHOMPIownFLAGS "-I HDorr"UFA.R:pmndforeaDorUF.D)ct _de endy_propertyaDorECTTHE_er_S er_INIRUPAIED_A# arg MATCHOMPIownFLAGS S}DorECTTHE_er_S} HU"St..iXX_FLAGS}f(ED)ef sStSm_argdoccts(HOMPIownFLAGSf(ED)# com_commer_}OUTPUT) HPCH_BINIBR} ds. COMMEDp_inU"St..iXX_HOMPIowR}_inU"St..iXX_HOMPIowR\RDc1}_inUOMPIownFLAGS} -x c++-te}hea -o) HPCH_BINIBR} ${PCH_HEAHOL}) DDabUFED)# com_# ct (${cARGET}_pch LDawhiS HPCH_BINIBR})ED)# dependencirc(${cARGET} ${cARGET}_pchUFA.s gf(_# ct _propertyaOBUIFLAGS S}cARGET} HOMPIownFLAGSf(_f( PrOBUIFLAGS} f( reachf(-ER}FOED_AD)ef(tOBUIFLAGS ""ED_AR:pecmPrOBUIFLAGS} f( reachf(-ER}FOED R:ef(_# ct _propertif() cARGET} OR PERRANTpe}ANHOMPIownFLAGS "PrOBUIFLAGS} -al/Pnclu${PCH_HEAHOL}" DDabUFR:pmacro(_AR PownPCMCOMPIownHEAHOL_GCCabOmacro(_AR PownPCMCOMPIownHEAHOL_ProMNf( t TARGET) _f_purple_pch_fn Es(PCH_HEAHOLNPCH_SOURCLr${f( t}f(ED)gf(_# ct _propertyaOBUIFLAGS S}cARGET} HOMPIownFLAGSf(_f( PrOBUIFLAGS} f( reachf(-ER}FOED_AD)ef(tOBUIFLAGS ""ED_AR:pecmPrOBUIFLAGS} f( reachf(-ER}FOED R:ef(_# ct _propertif() cARGET} OR PERRANTpe}ANHOMPIownFLAGS "PrOBUIFLAGS} /Yu\" H[CH_HEAHOL}\" /FI\" H[CH_HEAHOL}\"" DDabUFR:ef(_) i# R_fn Es_propertif() PCH_SOURCL})OR PERRANTpe}ANHOMPIownFLAGS "PrOBUIFLAGS} /Yc\" H[CH_HEAHOL}\"" DDabUFR:pmacro(_AR PownPCMCOMPIownHEAHOL_ProMED d P ompn Edite}heat shoulGrsoebacMepurelyoas a wayT Aimpr#abMSG ompn oryaRevSme,r## n c saabsatSodumbea ofA#(l/PnclustoreocctsQdivIf acp i# Refn Eoneed(T A(l/Pnclusom ite}hea,sexplicielyA(l/Pnclp# itmerP.ebop i# Refn E,sevenA_f .ebopam ite}heaois (l/PnclivAdaf # rebop ompn Edite}hea. eOmacro(AR Pown[CH_PCMP# _f( t SOURCLUVA ${ )_purple_pch_fn Es(PCH_HEAHOLNPCH_SOURCLr${f( t}f(ED)fn E(WRITE) H[CH_HEAHOL}.erP"/*r${f( t} p ompn Edite}heaefn Eo*/\n\n"UFA.mndforeaHEAHOLN HRDcNif("AR:ecmHEAHOLNf( reach(^<.*>$"UFA. mi E)rg MATC [CH_HEAHOL}.erP"#al/Pnclu${HEAHOL}\n"UFA.A.R}"e)}ds. R:ct _fn Edy# _) ISnAB(HEAHOL_ABSr${HEAHOLy PBSOLUTEUFA. A.mi E)REL(TIVwnlo P)HEAHOL_REL) HU"St..i [to d!BINIBRifYr}r${HEAHOL_ABS}UFA. mi E)rg MATC [CH_HEAHOL}.erP"#al/Pnclu\" HHEAHOL_REL}\"\n"UFA.A.R muSED_AR)_mndforeaHEAHOLN HRDcNif("Aupdate_fn E) PCH_HEAHOL}.erP${PCH_HEAHOL})HEesONIETLED)fn E(WRITE) H[CH_SOURCL}.erP"#al/Pnclu\" H[CH_HEAHOL}\"\n"UFA.update_fn E) PCH_SOURCL}.erP PCH_SOURCL})HEesONIETLED)( ProMED_AD)# arg MATC${SOURCLUVA }P PCH_SOURCL}f("Ap muSProMED")_macro(AR Pown[CH_PCMP# UFOmacro(_AR PownPCH_cARGETIUSEAI"A( ProMED_AD)_purple_p ompn E_te}hea_msvc( HRDcNif("Ap}"e-AMU"St..iOMPIowR\IS_GNUiXXED_AD)_purple_p ompn E_te}hea_gcc( HRDcNif("Ap:pecmd)")_macro(_AR PownPCH_cARGETIUSEAIOmacro(AR Pown[CH_HEeUf( tab"AmndforeaTARGETN${RDcNif("AR:_purple_pch_# ct _use(${f( t} cARGET}R D_AR)_mndforeaTARGET) ")_macro(AR Pown[CH_USEAIVMMLib-1.4.0REAHME.md000644 000765 000024 00000747435 120022614515123240 0INGar00e NGaff000000 000000 #y()bnR MecT sD d# How ArrOct builag_pr#jelduM FirstmertegroryaReerto anuilag_pr#jeld:(_ ogit rem#t ando -f#()bnR mishs:/s://hubnub.O) iEyesc4.0.://_ ogit read-tree --prffix=()bnR -u#()bnR/mach [_ ogit commit -am 'MergNam ()bnR subtree' Setupe c dnewdulon.)of acpr#jeld:(_ ogit rem#t ando -f#()bnR mishs:/s://hubnub.O) iEyesc4.0.://_ Update:(_ ogit pull -s subtree#()bnR mach [_ ogit pusdD d# Dy#docctoryaRt - [GitT ct sQwt.ST](()bnR/blob/mach [/dy#GitT ct sQmMAIVMMLib-1.4.0UpdateFn EQwt.STS a000644 000765 000024 00000770135 120022614516664240 0INGar00e NGaff000000 000000 #)# Copyrighf((c)(2012 [fan E ilen d hf(2011-2012 [fan E ilen l(sudo apt-grtmer#inNG devscrip i #COem tenrogrom(DEBBaBUIEXECUT L e"debuili) tenrogrom(DPUTEEXECUT L e"d #UF ecmProEDEBBaBUIEXECUT L ef("A lse() e(CEidebuili ## namefo"}ds.returnmd)")_-AMEDecmProEDPUTEEXECUT L ef("A lse() e(CEidO # ## namefo"}ds.returnmd)")_-AMEDecmU"St..BINIBRifYr f( reach(liU"St..SOURCLUDorr4"f("A lse() e(CEiBuili de endy HU"St..BINIBRifYr}ois a sub-de endy of " DDab"p i# Rede endy HU"St..SOURCLUDorr,r## PPA.upload"}ds.returnmd)")_-AMEDs}) }UPLOADPPAEC}_FOUFApTRUDecmProEDPUTEHOST) _f( RELEASE.ERsVcRSf("AR:pf(eDPUTEHOST "ppa:en E i/equalizer"UFA.R}"e)}ds. pf(eDPUTEHOST "ppa:en E i/equalizer-I}-dev"AR:pecmd)")_-AMEDs#EDEBIAN/ ) ol di)ebi [fpolicyAR: c Relow [ cas.ite} nd_packody# d Pd_pack: (mer__ buy) IFaProEU/e_P_DEBIANd/e_PACKAf( tab"A(, RNG(TOLOWOLN" HU/e_P_/e_PACKAf( t}"rU/e_P_DEBIANd/e_PACKAf( tabENDIFaProEU/e_P_DEBIANd/e_PACKAf( tabp# cllaV: ( ommended) IFaProEU/e_P_DEBIANd/e_PACKASECTIRS}ds.SET(U/e_P_DEBIANd/e_PACKASECTIRSEidevel"abENDIFaProEU/e_P_DEBIANd/e_PACKASECTIRS}d d P ioildy: ( ommended) IFaProEU/e_P_DEBIANd/e_PACKAPRIORITY}ds.SET(U/e_P_DEBIANd/e_PACKAPRIORITY "spllaVal"abENDIFaProEU/e_P_DEBIANd/e_PACKAPRIORITY}d_fn E((, RNGS HU/e_P_/e_PACKADESCRIRRUPAEFIow} DESC_LINiff(mndforeaC}NtH HDESC_LINif}RED)ef(tC}_DLONGUDESCRIRRUPAN" HC}_DLONGUDESCRIRRUPA} ${LINE}\n"UFR:pmndforeaC}NtH HDESC_LINif}REemuncllaV(UPLOAD_PPA.UBUNTUAf( ta ED)ef(tC}_IANdBASE.Dorr${U"St..BINIBRifYr}/Debi [/${UBUNTUAf( t}ab"Ami E)REMOVE_RECURStH HDE_IANdBASE.Dor}RED)ef(tC}_IANdSOURCLUDords. HDE_IANdBASE.Dor}/ HU/e_P_DEBIANd/e_PACKAf( t}-${U/e_P_/e_PACKAERsVcRS}-p i# Rev"ARs"es e_proc l(COMMEDp_inU"St..iOMMEDp} -E("AR:ckpy_de endy HU"St..SOURCLUDorr HDE_IANdSOURCLUDorr abbbTLED)fn E("St..DorECTTHE) HDE_IANdSOURCLUDorr/)ebi [ab"Ami E)REMOVE_RECURStH HDE_IANdSOURCLUDorr/.://f(UE ##############################################################################v"A#_)ebi [/ ) ol D)ef(tC}_IANd# 5OOL) HDE_IANdSOURCLUDorr/)ebi [/ ) olab"Ami E)WRITE) HC}_IANd# 5OOLr abbb"S i# R: HU/e_P_DEBIANd/e_PACKAf( t}\n" abbb"S cllaV: HU/e_P_DEBIANd/e_PACKASECTIRS}\n" abbb"P ioildy: HU/e_P_DEBIANd/e_PACKAPRIORITY}\n" abbb"Maictoiner: HU/e_P_/e_PACKA# 5ACT}\n" abbb"Buili-Depends: " abbbTLED)fndforeaDEP HU/e_P_DEBIANdEBaBUILDawhiey}ds. fn E)rg MATC e}_IANd# 5OOLrN" HC}Pr,r"UFA.R:pmndforeaDEP HU/e_P_DEBIANdEBaBUILDawhiey} LED)fn E(rg MATC e}_IANd# 5OOLrN"wt.ST\n" abbb"Sy_ oAlds-Vp_rnam: 3.9.1\n" abbb"Homepack: ${U/e_P_/e_PACKAERNDOR}\n" abbb"\n" abbb"Pd_pack: HU/e_P_DEBIANd/e_PACKAf( t}\n" abbb"Archldfcturk: any\n" abbb"Depends: "TLED)fndforeaCOMPONE HIESU/e_P_COMPONE HI_PSH}}ds. pf(e/e_PACK HU/e_P_DEBIANd/e_PACKAf( t}-${COMPONE H}}ds. fn E)rg MATC e}_IANd# 5OOLrN" H/e_PACKr,r"UFA.R:pmndforea)LED)fn E(rg MATC e}_IANd# 5OOLrN"\n" abbb"Descrip laV: HU/e_P_/e_PACKADESCRIRRUPAESUMMERY}\n" abbb" HC}_DLONGUDESCRIRRUPA}" abbbTLED)fndforeaCOMPONE HIESU/e_P_COMPONE HI_PSH}}ds. ptSNam(TOUg Mrr${COMPONE H} Ug Mr_COMPONE Hev"AD)ef(tC}awhiS " HU/e_P_DEBIANd/e_PACKALDawhiey"}ds. fndforeaDEP HU/e_P_COMPONE H_TSUg Mr_COMPONE H}ELDawhiey}ds. D)ef(tC}awhiS " HLDawhiey, HU/e_P_DEBIANd/e_PACKAf( t}-${C}Pr"UFA.A.R fndforeaDEP HU/e_P_COMPONE H_TSUg Mr_COMPONE H}ELDawhiey}ds. fn E(rg MATC e}_IANd# 5OOLrN"\n" abbbbb"Pd_pack: HU/e_P_DEBIANd/e_PACKAf( t}-${COMPONE H}\n" abbbbb"Archldfcturk: any\n" abbbbb"Depends: HLDawhiey\n" abbbbb"Descrip laV: HU/e_P_/e_PACKADESCRIRRUPAESUMMERY}" abbbbb": HU/e_P_COMPONE H_TSUg Mr_COMPONE H}ELISPLAYAf( t}\n" abbbbb" HC}_DLONGUDESCRIRRUPA}" abbbbb" .\n" abbbbb" HU/e_P_COMPONE H_TSUg Mr_COMPONE H}ELDSCRIRRUPA}\n" abbbbbUFA.R:pmndforeaCOMPONE HIESU/e_P_COMPONE HI_PSH}}dUE ##############################################################################v"A#_)ebi [/ Copyri D)ef(tC}_IANd# PYRIGHT) HDE_IANdSOURCLUDorr/)ebi [/ Copyriev"ARs"es e_proc l(COMMEDp_inU"St..iOMMEDp} -E("AR:ckpyIESU/e_P_RESOURCLUFIow_LICENSE}C e}_IANd# PYRIGHTr abbbTLED)##############################################################################v"A#_)ebi [/rT sDD)ef(tC}_IANdRUowSr${DE_IANdSOURCLUDorr/)ebi [/rT sab"Ami E)WRITE) HC}_IANdRUowSr abbb"#!/usr/bin/o.cTS-f\n" abbb"\n" abbb"EBaBUDorr= buili_de \n" abbb"\n" abbb"buili:\n" abbb" mkde -p $(EBaBUDor)\n" abbb" cd $(EBaBUDor);duo.cTS..\n" abbb" m.cTS-C $(EBaBUDor) p er#inNG\n" abbb" #oucb buili\n" abbb"\n" abbb"binary: binary-indep binary-arch\n" abbb"\n" abbb"binary-indep: buili\n" abbb"\n" abbb"binary-arch: buili\n" abbb" cd $(EBaBUDor);duo.cTS-DCOMPONE H=UnspecifiedS-DC"St..INS FAL_[CMPRE=../)ebi [/tmp/usr -P)uo.cT_# #inNG.wt.ST\n" abbb" mkde -p )ebi [/tmp/C}_IAN\n" abbb" dpkg-gen ) ol -p HU/e_P_DEBIANd/e_PACKAf( t}\n" abbb" dpkg --buili )ebi [/tmpS..\n" abbbTLED)fndforeaCOMPONE HIESU/e_P_COMPONE HI_PSH}}ds. pf(e/eTH )ebi [/tmp_${COMPONE H}}ds. pf(e/e_PACK HU/e_P_DEBIANd/e_PACKAf( t}-${COMPONE H}}ds. fn E)rg MATC e}_IANdRUowSr abbbbb" cd $(EBaBUDor);duo.cTS-DCOMPONE H=${COMPONE H} -DC"St..INS FAL_[CMPRE=../ H/eTH}/usr -P)uo.cT_# #inNG.wt.ST\n" abbbbb" mkde -p $H/eTH}/C}_IAN\n" abbbbb" dpkg-gen ) ol -p H/e_PACKr -P$H/eTH}\n" abbbbb" dpkg --buili $H/eTH}S..\n" abbbbbUFA.R:pmndforeaCOMPONE HIESU/e_P_COMPONE HI_PSH}}dUE fn E)rg MATC e}_IANdRUowSr abbb"\n" abbb"clean:\n" abbb" rm -f#buili\n" abbb" rm -rf $(EBaBUDor)\n" abbb"\n" abbb".PHONY: binary binary-arch binary-indep clean\n" abbbTLED)Rs"es e_proc l(COMMEDp_chmod +xC e}_IANdRUowSr}dUE ##############################################################################v"A#_)ebi [/ mpatb"Ami E)WRITE) HC}_IANdSOURCLUDorr/)ebi [/ mpat "7"}dUE ##############################################################################v"A#_)ebi [/p i# R/mndmatb"Ami E)WRITE) HC}_IANdSOURCLUDorr/)ebi [/p i# R/mndmat "3.0 (native)"}dUE ##############################################################################v"A#_)ebi [/cb_ gelog D)ef(tC}_IANd#HANGELOG) HC}_IANdSOURCLUDorr/)ebi [/ b_ gelogev"ARs"es e_proc l(COMMEDp_date -RDNOUTPUTEVIBR L enDATE_TIMEab"Ami E)WRITE) HC}_IANd#HANGELOG} abbb" HU/e_P_DEBIANd/e_PACKAf( t} (${U/e_P_/e_PACKAERsVcRS}~${UBUNTUAf( t}a ${UBUNTUAf( t}; urgen y=low\n\n" abbb" * Pd_pack#builtdedbd#()bnR\n" abbbTL_f( UBUNTUALPdEBG}ds. fn E(rg MATC e}_IANd#HANGELOG}b" * LP: #${UBUNTUALPdEBG}\n"UFA.R:pmuSED_Afn E(rg MATC e}_IANd#HANGELOG}b"\D_-- HU/e_P_/e_PACKA# 5ACT} HDATE_TIME}"}dUE ##############################################################################v"A#_)ebuili -SED)ef(tC}_DSOURCLU#HANGESds. HU/e_P_DEBIANd/e_PACKAf( t}_${U/e_P_/e_PACKAERsVcRS}~${UBUNTUAf( t}_) i# R. b_ ges abbbTLED)# com_commer_} abbbOUTPUT) HDE_IANdBASE.Dor}/ HC}_DSOURCLU#HANGES} abbbCOMMEDp_inDEBBaBUIEXECUT L e} -SED)hhWORKINGUDorECTTHE) HDE_IANdSOURCLUDorr abbbTLED)##############################################################################v"A#_)O # ppa:y i#-lp-id/ppa <) i# R. b_ ges> D)# com_# ct ()O #_${UBUNTUAf( t}ds. HDPUTEEXECUT L e} HDPUTEHOST}C e}_DSOURCLU#HANGES} abbbLDawhiS HDE_IANdBASE.Dor}/ HC}_DSOURCLU#HANGES} abbbWORKINGUDorECTTHE) HDE_IANdBASE.Dor} abbbTL_fpf(eDPUTETARGETSN HDPUTETARGETS} )O #_${UBUNTUAf( t} P# d!S# PEd)")_muncllaV(chemuncllaV(UPLOAD_PPASUFA.upload_ppa(oneirycRUE upload_ppa(p ise) D)# com_# ct ()O #bLDawhiS HDPUTETARGETS}d)")_muncllaV(chVMMLib-1.4.0cdash.bat000644 000765 000024 00000370135 120022614515406240 0INGar00e NGaff000000 000000 @echo offDs}) EU"St.="%PROGRAMFIowS%\()bnR 2.8\bin\wt.ST.Rs"" cnNG "%VS90COMNTOOLS%vsvars32.bat"UDec ## nex ..\cdash\NUL md cdash cd ..\cdash %U"St.% -DC"St..BBaBUITYPE=Release -DC"St..BBaBUITYPE=Debug -G "N)bnR MbnRfn Es" .. no.cTSC )inuoushVMMLib-1.4.0cdash.p# 000644 000765 000024 00001161114 120022614515775240 0INGar00e NGaff000000 000000 D)Label D)equalizer.cdash D)WorkNamDe endy D)/Useatc00e/Equalizer D)ProgromArgdoccts D) D)D)env D)D)CTEST_DROP_SITE=66.194.253.26 D)D)/usr/bin/o.cT D)D)-j2 D)D)CTEST=/opt/locnN/bin/ctest D)D)cdash D) D)SINtInterval D)74 1 hVMMLib-1.4.0dy#4 055644 000765 000024 00000000014 120022614514401 5INGar00e NGaff000000 000000 VMMLib-1.4.0dy#GitT ct sQmM000644 000765 000024 00001272435 120022614517 12240 0INGar00e NGaff000000 000000 # Git T ct s alPromecT # s rebofollowNam git release manageocctT ct s:D d# branch Cdfotes a newdbranche c ddevelopNam rebocurrcct lp_rnam. Tebobrancheis dy# MAJOR.MINOR, wherbsatSominc dlp_rnamois rmefoed upT Actoinextseven lp_rnam. Oddominc ddumbeas arbsconsiderbdddevelopmcct lp_rnams,eer_pmpyrigstiNG soebacMewhen releasNam acpre-release lp_rnamo(e.g., 1.3.9 bacMe c dib--beta). albobrancheis pusdcMe Actoiorigin. ed# cut Delete rebocurrcct lp_rnamobranchelocnNleer_ rem#t . ed# tag Cdfotes rebolp_rnamobrancheec #eeoed,eer_ cdfotes a tag release-ERsVcRS on rebolp_rnamobrancheHEAH. Pusdcs tag Actoiorigin reposiendy. ed# erase Rem#ves reborelease-ERsVcRSelocnNlyeer_ rem#t ly. VMMLib-1.4.0html2rst.py000644 000765 000024 00032522435 120022614515771240 0INGar00e NGaff000000 000000 """html2rst: Turn HTMLeerto reStructurkMe ext. ebaacMecn Aarcn SwINtz html2 ext V 2.23 mish://www.aarcnswnub./5 12/html2 ext/ | GNU GPL 2. | (C((c)04 Aarcn SwINtz. | (C((c)05 Chris Liechti. eCb_ ges Actoioriginal:t - geneStSm reST comaptiriaaoutput - don'todumbea asels,errOcdy# _ referbnces - rkMo wrap muncllaV s Actat itmkeeps (ldcctsFED_# s albrbsa rbsa dumbea ofAproriamsdedbd#tlProapproacheer_ impleocctoryaR, see REAHME.txt """ d d TODO: d Supportdde d _ cctitif(dedbd#unifiariav d Relative URLhfs oluryaRt ec ## nhasattr(__builtins__, 'True'): True, FalrOc= 1, 0 importdre, sys,errllib, htmlcctitydefs,e d cs,eStSNamIO, types importdsgmllib sgmllib. b_rrcfc= renub.pn E('&#([xX]?[0-9a-fA-F]+)[^0-9a-fA-F]') try: Adafroextwrap importdwrap except: passD d UrOcUni d b_ractersmer#iead ofActoir ascii psukMo-replaceoccts UNICODE.SNOBc= 0d d PutActoiasels after foreApanagraphmer#iead ofAatActoiend. LINKS_EACH_PARAGRAPHc= 0d d Wrap loam asees at posienam. 0e c dno wrappNam. (Requifs PythaV 2.3.) BODY_WIDTHc= 0d dd# Ectity Ncnsense)### defcdy# 2cp(k): D)D)ec k == 'apos':.returniord("'"f("AR:ecnhasattr(htmlcctitydefs,e"dy# 2c d poert"): #.requifs PythaV 2.3 abbbbbs.return htmlcctitydefs.dy# 2c d poert[k]FA.A.RlrO: abbbbbs.k = htmlcctitydefs.cctitydefs[k]FA.A.D)D)ec k.INtsedbd("&#")eer_ k.endsedbd(";"): return ert(k[2:-1]) #.## nED_#atin-1 abbbbbs.return ord( d cs.#atin_1_de d (k)[0]) unifiaria = {'rsquo':"'", 'lsquo':"'", 'rdquo':'"', 'ldquo':'"', 'ckpy':'(C(', 'mdash':'--', 'nbsp':' ', 'r_rr':'->', 'l_rr':'<-', 'middot':'*', 'ndash':'-', 'oelig':'oe', 'aelig':'ae', 'agrave':'a', 'aaes e':'a', 'acirc':'a', 'atiNde':'a', 'auml':'a', 'aSNam':'a', 'egrave':'e', 'eaes e':'e', 'ecirc':'e', 'euml':'e', 'igrave':'i', 'iaes e':'i', 'icirc':'i', 'iuml':'i', 'ograve':'o', 'oaes e':'o', 'ocirc':'o', 'otiNde':'o', 'ouml':'o', 'ugrave':'u', 'uaes e':'u', 'ucirc':'u', 'uuml':'u'} unifiaria_n = {} c dknED_unifiariavkeys(): D)D)unifiaria_n[dy# 2cp(k)] = unifiaria[k]F defc b_rrcf(dy# ): D)D)ec dy# [0]nED_['x','X']: abbbbbs.c = ert(dy# [1:], 16)FA.A.RlrO: abbbbbs.c = ert(dy# )FA.A. D)D)ec d# nUNICODE.SNOBcer_ cnED_unifiaria_nvkeys(): D)D)bbs.return unifiaria_n[c]FA.A.RlrO: abbbbbs.return unichr(c)F defccctityrcf(c): D)D)ec d# nUNICODE.SNOBcer_ cnED_unifiariavkeys(): D)D)bbs.return unifiaria[c]FA.A.RlrO: abbbbbs.try: dy# 2cp(c) abbbbbs.except KeyError: return "&" + c abbbbbs.elrO:.return unichr(dy# 2cp(c))F defcreplaceEctitif((s): D)D)s = s.grmep(1f("AR:ecns[0]n== "#": D)D)bbs.return b_rrcf(s[1:])FA.A.RlrO:.return cctityrcf(s]eOr_un@eyepec= renub.pn E(r"&(#?[xX]?(?:[0-9a-fA-F]+|\w{1,8}));") defcun@eyepe(s): D)D)return r_un@eyepe.sub(replaceEctitif(, s)FA.A. defcfixattrs(attrs): D)D)# Fix bug ED_sgmllib.py D)D)ec d# nattrs:.return attrs D)D)newattrsc= []FA.A. c dattr ED_attrs: D)D)bbs.newattrs.append((attr[0],cun@eyepe(attr[1]))TLf.D)return.newattrsd dd# Ecd Ectity Ncnsense)### defcrepowhldf(asee): D)D)"""Return.trueA_f .eboasee dos reponconsist ofAwhldfspace b_racters.""" DDab c dcFED_# nO: abbbbbs.ig")eis d# n' 'cer_ cnEs d# n' ': abbbbbs.bbs.return nEs ' 'Lf.D)return.# nO defcrptwrap(oext): D)D)"""Wrap nNlepanagraphsmerP.ebopsamplvid ext.""" DDabec d# nBODY_WIDTH: D)D)bbs.return extFA.A. D)D)assertdwrap)# Requifs PythaV 2.3.Lf.D)resultc= '' D)D)newasees = 0dDDab c dpanamerP.ext.split("\n"U: abbbbbs.ig"lcc(pana) > 0: abbbbbs.bbs.ig"pana[0]nEs d# n' 'cer_ pana[0]nEs d# n'-'cer_ pana[0]nEs d# n'*': abbbbbs.bbs.DDab c dasee erPwrap(pana,nBODY_WIDTH): abbbbbs.bbs.DDabf.D)resultc+=dasee +N"\n" abbbbbs.DDabf.D)resultc+=d"\n" abbbbbs.DDabf.D)newasees = 2 abbbbbs.DDabRlrO: abbbbbs.bbs.bbs.ig"d# nrepowhldf(pana): abbbbbs.bbs.DDabf.D)resultc+=dpanam+N"\n" abbbbbs.DDabf.D)f.D)newasees = 1 abbbbbs.RlrO: abbbbbs.bbs.ec #ewasees < 2: abbbbbs.bbs.DDabresultc+=d"\n" abbbbbs.DDabf.D)newasees += 1 abbbreturn result aITLE_UNDERLINRNGS =d"$=-~:." defchn(tag): D)D)ec tag[0]n== 'h'cer_ lcc(tag)n== 2: abbbbbs.try: abbbbbs.DDabn = ert(tag[1]) abbbbbs.bbs.ec # erPr_ ge(1, 10): return n abbbbbs.except ValueError: return 0d class _html2 ext(sgmllib.SGMLParser): D)D)defc__init__(self,aout=sys.dout.uildf): abbbbbs.sgmllib.SGMLParser.__init__(self) abbbbbs. abbbbbs.ig"ownlEs NcnO:.self.ownl=.self.own extf abbbbbs.elrO:.self.ownl=.own abbbbbs.self.own ext = u'' D)D)bbs.self.quiet = 0dDDabbbs.self.p_p = 0dDDabbbs.self.owncount = 0dDDabbbs.self.INt = 1 abbbbbs.self.pace = 0dDDabbbs.self.ac= []FA.A.bbs.self.aIckc= []FA.A.bbs.self.acount = 0dDDabbbs.self.# = []FA.A.bbs.self.blockquote = 0dDDabbbs.self.pre = 0dDDabbbs.self.INtpre = 0dDDabbbs.self.lastWasNL = 0dDDabbbs.self.(ldcctoryaRe= 0dDDabbbs.self.(ldcctoryaR_Ickc= []FA.A.bbs."""requifsMe Akeep (ldcct after unbalancsMe
  • s""" DDab D)D)defcown extf(self,as):. abbbbbs.ig"type(s)lEs type(''): s = d cs.utf_8_de d (s)[0] abbbbbs.self.own ext += s DDab D)D)defcclose(self): abbbbbs.sgmllib.SGMLParser.close(self) abbbbbs. abbbbbs.self.pbr() abbbbbs.self.o('', 0, 'end') abbbbbs. abbbbbs.return self.own ext abbbbbs. abbbdefcher_ia_ b_rrcf(self,ac): abbbbbs.self.o( b_rrcf(c))F abbbdefcher_ia_cctityrcf(self,ac): abbbbbs.self.o(cctityrcf(c)) abbbbbs.bbs. abbbdefcunknowR_Irttag(self,atag, attrs): D)D)bbs.self.her_ia_tag(tag, attrs, 1) bbs. abbbdefcunknowR_endtag(self,atag): D)D)bbs.self.her_ia_tag(tag, NcnO, 0) abbbbbs. abbbdefcpreviousIldcx(self,aattrs): D)D)bbs..""".returns rebo(ldcx ofAcertaED_set ofAatditSD es (of acasel)merP.eb abbbbbs.DDabfself.ac# abbbbbs.DDabfIf .ebopet ofAatditSD es Es d# namefo,.returns NcnO D)D)bbs..""" D)D)bbs..ec d# nattrs.hes_key('hrcf'): return NcnO D)D)bbs.. D)D)bbs..e = -1 abbbbbs.. c da ED_self.a: abbbbbs.bbs.Di += 1 abbbbbbbbbbbbmatche= 0dDDabbbs.bbs.. D)D)bbs..bs..ec a.hes_key('hrcf')cer_ a['hrcf']n== attrs['hrcf']: abbbbbs.bbs.DDabfec a.hes_key('title')cc dattrs.hes_key('title'): abbbbbs.bbs.DDabf.D)DDabfec (a.hes_key('title')cer_ attrs.hes_key('title')eer_pabbbbbs.bbs.DDabf.D)DDabffffa['title']n== attrs['title']): abbbbbs.bbs.DDabf.D)DDabfbbbbmatche= True abbbbbs.bbs.DDabfRlrO: abbbbbs.bbs.bbs.fbbbbmatche= True D)D)bbs..bs..ec match: return eF abbbdefcher_ia_tag(self,atag, attrs, Irt): abbbbbs.attrsc= fixattrs(attrs) bbs. abbbbs..ec hn(tag): D)D)))))))))#~:ecnsIrt:.self.o(hn(tag)*"#"m+N' ') abbbbbs.bbs.ec sIrt: abbbbbs.bbs.bbs.self.o('\n') abbbbbs.bbs.RlrO: abbbbbs.bbs.bbs.self.o('\n'm+NaITLE_UNDERLINRNGS[hn(tag)]*lcc(self.last_output)) abbbbbs.bbs.bbs.self.p() abbbbs..ec tag ED_['p', 'div']:.self.p() abbbbs.. abbbbs..ec tag == "br"cer_ sIrt:.self.o(" \n"UFgabbbbs..ec tag == "hr"cer_ sIrt: abbbbbs.bbs.self.p() abbbbs..bbs.self.o("--------") abbbbs..bbs.self.p() abbbbs..ec tag ED_["te}h",fsstyle", 'scrip ']:. abbbbbs.bbs.ec sIrt: abbbbbs.bbs.bbs.self.quiet += 1 abbbbbbbbbbbRlrO: abbbbbs.bbs.bbs.self.quiet -= 1 abbbbbbb abbbbs..ec tag == "blockquote": abbbbbs.bbs.ec sIrt:. abbbbbs.bbs.bbs.self.p();.self.o('> ', 0, 1);.self.INt = 1 abbbbbs.bbs.bbs.self.blockquote += 1 abbbbbbbbbbbRlrO: abbbbbs.bbs.bbs.self.blockquote -= 1 abbbbbs.bbs.bbs.self.p() abbbbs.. abbbbs..ec tag ED_['em', 'i', 'u']: abbbbbs.bbs.self.o("*") abbbbs..ec tag ED_['strong', 'b']: abbbbbs.bbs.self.o("**") abbbbs..ec tag ED_[' d ', 't ']cer_ d# nself.pre: abbbbbs.bbs.self.o('``')e#TODO: `` `tlPr` `` abbbbbbb abbbbs..ec tag == "a": abbbbbs.bbs.ec sIrt: abbbbbs.bbs.bbs.attrsD = {} abbbbbs.bbs.bbs. c d(x, y) ED_attrs:.attrsD[x] = y abbbbbs.bbs.bbs.attrs = attrsD abbbbbs.bbs.bbs.ig"attrs.hes_key('hrcf'): abbbbbs.bbs.bbs.fbbbself.aIck.append(attrs) bbs.bbs.bbs.bbs.fbbbself.o("`") bbs.bbs.bbs.bbs.RlrO: abbbbbs.bbs.bbs.fbbbself.aIck.append(NcnO) abbbbbs.bbs.RlrO: abbbbbs.bbs.bbs.ec self.aIck: abbbbbs.bbs.bbs.fbbbal=.self.aIck.pop() abbbbs..bbs.bbs.bbs.ig"a: abbbbbs.bbs.DDabf.D)DDabself.acount += 1 abbbbbbbbbbbbbs.bbs.fbbba[' unt']n=bself.acount abbbbbbbbbbbbbs.bbs.fbbba['owncount']n=bself.owncount abbbbbbbbbbbbbs.bbs.fbbba['data']n=bself.last_output.replace('\n',N' ') abbbbbs.bbs.DDabf.D)DDabself.a.append(a) abbbbbs.bbs.DDabf.D)DDabself.o("`_") abbbbs.. abbbbs..ec tag == "img"cer_ sIrt: abbbbbs.bbs.attrsD = {} abbbbbs.bbs. c d(x, y) ED_attrs:.attrsD[x] = y abbbbbs.bbs.attrs = attrsD abbbbbs.bbs.ig"attrs.hes_key('src'): abbbbbs.bbs.bbs.#~:attrs['hrcf'] = attrs['src'] abbbbbs.bbs.bbs.altc= attrs.ct ('alt',N'') abbbbbs.bbs.DDab#~:en=bself.previousIldcx(attrs) bbs.bbs.bbs.bbs.#~:ecni Es d# nNcnO: abbbbbs.bbs.DDabf.D)#~:attrsn=bself.a[i] abbbbbs.bbs.bbs.#~:RlrO: abbbbbs.bbs.bbs.fbbb#~:self.acount += 1 abbbbbbbbbbbbbs.bbs.#~:attrs[' unt']n=bself.acount abbbbbbbbbbbbbs.bbs.#~:attrs['owncount']n=bself.owncount abbbbbbbbbbbbbs.bbs.#~:attrs['data']n=battrs['src'] abbbbbs.bbs.bbs.fbbb#~:self.a.append(attrs) bbs.bbs.bbs.bbs.self.o(".. imack:: %s\n" %battrs['src']) bbs.bbs.bbs.bbs.ig"alt: abbbbbs.bbs.bbs.bbs.self.o("bbs.:alt: %s\n" %balt) bbs.bbs.bbs.bbs.#~:self.o("["+crepr(attrs[' unt']) +"]") abbbbs.. abbbbs..ec tag ED_["ol",fsul"]: abbbbbs.bbs.ec sIrt: abbbbbs.bbs.bbs.self.# .append({'dy# ':tag, 'num':0}) bbs.bbs.bbs.bbs.self.(ldcctoryaR_Ick.append(self.(ldcctoryaR) abbbbbs.bbs.RlrO: abbbbbs.bbs.bbs.ec self.# :.self.# .pop() abbbbs..bbs.bbs.self.(ldcctoryaRe= self.(ldcctoryaR_Ick.pop() abbbbs..bbs.self.p() abbbbs.. abbbbs..ec tag == 'li': abbbbbs.bbs.ec sIrt: abbbbbs.bbs.bbs.ec self.(ldcctoryaR_Ick: abbbbbs.bbs.bbs.bbs.self.(ldcctoryaRe= self.(ldcctoryaR_Ick[-1] abbbbbs.bbs.bbs.self.pbr() abbbbbs.bbs.bbs.ec self.# :.len=bself.# [-1] abbbbbs.bbs.bbs.elrO:.len=b{'dy# ':'ul', 'num':0} bbs.bbs.bbs.bbs.#~:self.o(".."*lcc(self.l ))e#TODO: asee up
    1. s > 9 cor ely. abbbbbs.bbs.bbs.ec li['dy# ']n== "ul":.self.o("-bs.") bbs.bbs.bbs.bbs.Rlec li['dy# ']n== "ol": abbbbbs.bbs.bbs.bbs.li['dum'] += 1 abbbbbbbbbbbbbs.bbs.self.o('%-4s' %b('%d.' %bli['dum'])) abbbbbs.bbs.bbs.self.INt = 1 abbbbbs.bbs.bbs.self.(ldcctoryaRe+= 1 abbbbbbbbbbbRlrO: abbbbbs.bbs.bbs.self.(ldcctoryaRe-= 1 abbbbbs.bbs.bbs.self.pbr() abbbbbs. abbbbs..ec tag ED_['tr']:.self.pbr() abbbbbs. abbbbs..ec tag == "pre": abbbbbs.bbs.ec sIrt: abbbbbs.bbs.bbs.self.o('::') abbbbbs.bbs.DDabself.INtpre = 1 abbbbbs.bbs.bbs.self.pre = 1 abbbbbs.bbs.RlrO: abbbbbs.bbs.bbs.self.pre = 0dDDabbbs.....#~:self.p() abbbbs..bbs. abbbdefcpbr(self): abbbbbs.ec self.p_p == 0: self.p_p = 1 abbbdefcp(self): self.p_p = 2 bbs. abbbdefco(self,adata,epuredata=0, c R=0): abbbbbs.ec d# nself.quiet:. abbbbbs.bbs.ec puredatacer_ d# nself.pre: abbbbbs.bbs.abbbdatac= rensub(r'\s+',N' ',adata) abbbbbs.bbs.bbs.ec datacer_ data[0]n== ' ': abbbbbs.bbs.bbs.bbs.self.pace = 1 abbbbbbbbbbbbbs.bbs.datac= data[1:] abbbbbs.bbs.ec d# ndatacer_ d# n c R: return abbbbs..bbs. abbbabbbbbs.ec self.INtpre: abbbbbs.bbs.bbs.#self.own(".:")e#TODO: d# nrutputewhen already on.)ilage abbbbbs.bbs.DDabself.INtpre = 0dDDabbbs.bbs. abbbabbbbbs.bq = (">" *.self.blockquote) abbbbbs.bbs.ec ## n( c Reer_ datacer_ data[0]n== ">")cer_ self.blockquote:.bq +=d" " abbbabbbbbs.bq +=n' '*self.(ldcctoryaR abbbbs..bbs. abbbabbbbbs.ec self.pre: abbbbbs.bbs.bbs.bq +=d" " abbbbbs.DDabf.D)datac= data.replace("\n",d"\n"+bq) abbbbs..bbs. abbbabbbbbs.ec self.sIrt: abbbbbs.bbs.bbs.self.pace = 0dDDabbbs.bbs.bbs.self.p_p = 0dDDabbbs.bbs.bbs.self.INt = 0 abbbabbbbbs.ec c Re== 'end': abbbbbs.bbs.bbs.# It'sActoiend. DDabbbs.bbs.bbs.self.p_p = 0dDDabbbs.bbs.bbs.self.own("\n"UFA.A.bbs.bbs.bbs.self.pace = 0d abbbabbbbbs.ec self.p_p: abbbbbs.bbs.bbs.self.own(('\n'+bq)*self.p_pUFA.A.bbs.bbs.bbs.self.pace = 0dA.A.bbs.bbs.bbs. abbbabbbbbs.ec self.space: abbbbbs.bbs.bbs.ig"d# nself.lastWasNL:.self.own(' ') abbbbbs.bbs.DDabself.pace = 0d abbbabbbbbs.ec self.acer_ ((self.p_p == 2cer_ LINKS_EACH_PARAGRAPH)cc d c Re== "efo"}: abbbbbs.bbs.bbs.ig" c Re== "efo":.self.own("\n"UF abbbbbs.bbs.bbs.newac= []FA.A.bbs......... c dasek ED_self.a: abbbbbs.bbs.Dbbbbbs.ec self.owncount >dasek['owncount']: abbbbbs.bbs.DDabf.D)DDabself.own(".. _"+asek['data']+":."m+Nasek['hrcf'])e#TODO: baac hrcf abbbbbs.bbs.DDabf.D)DDabec link.hes_key('title'):bself.own(" ("+asek['title']+")"UFA.A.bbs.bbs.bbs.f.D)DDabself.own("\n"UFA.A.bbs.bbs.bbs.....RlrO: abbbbbs.bbs.bbs.fbbbb s.newa.append(asel)F abbbbbs.bbs.bbs.ec self.ac!=.newa:.self.own("\n"U # Dyn'todeedcer extra asee when nuilNam was don . ebbs.bbs.f.D)DDabself.ac= newa ebbs.bbs.f.D)self.p_p = 0dDDabbbs.bbs.self.own(data) abbbbbs.bbs.self.lastWasNLc= datacer_ data[-1]e== '\n'dDDabbbs.bbs.self.owncount += 1 abbbdefcher_ia_data(self,adata): D)D)bbs.self.last_outputc= data D)D)bbs.self.o(data,e1) bbs. abbbdefcunknowR_decl(self,adata): passD defchtml2 ext_fn E)html,aout=sys.dout.uildf): abbbhe= _html2 ext(out) bbs.h.feed)html) bbs.h.feed)""TLf.D)return.h.close()D defchtml2 ext)html): D)D)return rptwrap(html2 ext_fn E)html,aNcnO)RUDemportdoextwrap defcrptwrap(oext): D)D)"""smartdwrappNam,AkeepNam (ldccts""" D)D)outputc= []FA.A.iiic= renub.pn E(r'(\.\. )|(\d+.)|(-bs.)'}ds. fnd pmerP.ext.splitasees(): D)D)bbs.(ldcct = 0dDDabbbs.whn Eoildcct <"lcc(p)cer_ p[ildcct]n== ' ': abbbbbs.bbs.ildcct += 1 abbbbbbbj = '\n'dDDabbbs.uRe= p[ildcct:]FA.A.D)D)ec iii.match(p): abbbbbs.bbs.j +=n' ' bbs.bbs.j +=n' '*ildcct bbs.bbs.output.append(j.join(oextwrap.wrap(p, width=78-lcc(j)))TLf.D)return.'\n'.join(output)t ec __dy# __e== "__main__": D)D)ec sys.argv[1:]: abbbbbs.argn=bsys.argv[1]FA.A.D)D)ec arg.INtsedbd('mish://'): abbbbbs.bbs.datac= rrllib.rrlopen(arg).read() abbbbs..RlrO: abbbbbs.bbs.datac= open(arg, 'r').read() abbbRlrO: abbbbbs.datac= sys.din.read() abbb#~:html2 ext_fn E)data) abbbre = rptwrap(html2 ext_fn E)data,eNcnO)RUabbbsys.dout.uildf(re .en de('ascii', 'replace')chVMMLib-1.4.0revirnam.wt.STS a000644 000765 000024 00001112435 120022614516467240 0INGar00e NGaff000000 000000 ##)# Copyrighf((c)(1012 [fan E ilen uo.cT_minimum_requifsM(ERsVcRSe2.8 FATAL_ERROR) pr#jeld(VMMEDs}) }ERsVcRS_MAJORe1) }) }ERsVcRS_MINOR 4) }) }ERsVcRS_P( re 0) }) }RELEASE.ERsVcRSe1) # OFFcc dABIolp_rnam l (rg MATCU"St..MODULE_/eTH liU"St..SOURCLUDorr4.0) include(CommaR) include(GitT ct s) include(DoxygenSetupEDs}) }U"St..iXX_FLAGch(liU"St..iXX_FLAGc} -Wno-shadow -Wno-sign- mpare -Wno-extra -Wno-strict-aliasNam"UF include_de endif((BEFORE liU"St..SOURCLUDorr4includeRUDecmrg LEab"Amind_library(LA/e_P_LIBRIBRES AcceleStSmTL_f( LA/e_P_LIBRIBRES}ds. pf(eLA/e_P_C}_FOUFApTRUA.R:pmuSLA/e_P_LIBRIBRES}dR}"e)rg LEab#A.R:aria_languse()Fortr [fORRUPAAL) # 00e: Why #eeoed?b"Amind_nd_pack(BLASUFA.muSBLAS_ER}FOED_AD)mind_nd_pack(LA/e_Pev"AR:pecmd)")_-AMrg LEabs}) }DOCS REAHME AUTHORS LICENSE.txt e_PNOWLEDGEME HIabs}) }HEAHRsVFA.mnclude/vmmlib/aabb.hppFA.mnclude/vmmlib/blas_daxpy.hppFA.mnclude/vmmlib/blas_dgemm.hppFA.mnclude/vmmlib/blas_dot.hppFA.mnclude/vmmlib/blas_mncludes.hppFA.mnclude/vmmlib/blas_types.hppFA.mnclude/vmmlib/cp3_tensor.hppFA.mnclude/vmmlib/cublas_dgemm.cuFA.mnclude/vmmlib/cublas_mncludes.hppFA.mnclude/vmmlib/cublas_types.hppFA.mnclude/vmmlib/R:aria_if.hppFA.mnclude/vmmlib/Rxceptnam.hppFA.mnclude/vmmlib/frum.hppFA.mnclude/vmmlib/frum_culleS.hppFA.mnclude/vmmlib/jacobi_solveS.hppFA.mnclude/vmmlib/land_p.hppFA.mnclude/vmmlib/land_p/detail/cland_p.hFA.mnclude/vmmlib/land_p/detail/f2c.hFA.mnclude/vmmlib/land_p_gaussian_eliminatnam.hppFA.mnclude/vmmlib/land_p_mncludes.hppFA.mnclude/vmmlib/land_p_aseear_least_squares.hppFA.mnclude/vmmlib/land_p_svd.hppFA.mnclude/vmmlib/land_p_sym_eigs.hppFA.mnclude/vmmlib/land_p_types.hppFA.mnclude/vmmlib/aseear_least_squares.hppFA.mnclude/vmmlib/math.hppFA.mnclude/vmmlib/matrix.hppFA.mnclude/vmmlib/matrix_munclors.hppFA.mnclude/vmmlib/matrix_pseudoinlp_re.hppFA.mnclude/vmmlib/matrix_tr its.hppFA.mnclude/vmmlib/qr_de mposienam.hppFA.mnclude/vmmlib/qtucker3_tensor.hppFA.mnclude/vmmlib/quaternnam.hppFA.mnclude/vmmlib/svd.hppFA.mnclude/vmmlib/t3_) ilp_teS.hppFA.mnclude/vmmlib/t3_)ublas_hooi.hppFA.mnclude/vmmlib/t3_)ublas_hosvd.hppFA.mnclude/vmmlib/t3_)ublas_ttm.hppFA.mnclude/vmmlib/t3_hooi.hppFA.mnclude/vmmlib/t3_hopm.hppFA.mnclude/vmmlib/t3_hosvd.hppFA.mnclude/vmmlib/t3_ihopm.hppFA.mnclude/vmmlib/t3_ttm.hppFA.mnclude/vmmlib/tensor3.hppFA.mnclude/vmmlib/tensor3_iteStSor.hppFA.mnclude/vmmlib/tucker3_exporteS.hppFA.mnclude/vmmlib/tucker3_emporteS.hppFA.mnclude/vmmlib/tucker3_tensor.hppFA.mnclude/vmmlib/validtSor.hppFA.mnclude/vmmlib/v end.hppFA.mnclude/vmmlib/v end_tr its.hppFA.mnclude/vmmlib/virnbility.hppFA.mnclude/vmmlib/vmmlib.hppFA.mnclude/vmmlib/vmmlib_ckgC n.hppFabs}) }TESTVFA.tests/frum_test.cppFA.tests/jacobi_test.cppFA.tests/matrix_test.cppFA.tests/perf_test.cppFA.tests/perfndmance_test.cppFA.tests/qr_de mposienam_test.cppFA.tests/quaternnam_test.cppFA.tests/svd_test.cppFA.tests/timer.cppFA.tests/unit_test.cppFA.tests/v end_test.cppFA.tests/vmmlib_unit_tests_main.cppF#.tests/matrix_ mpare_perf_test.cppF#.tests/ptSNamtests.cppF#.tests/vmmlib_land_p_main.cppF#.tests/vmmlib_perfndmance_tests_main.cppFRUDecmLA/e_P_C}_FO) D)# definitnams(-DVIB_USE.LA/e_Pev"Al (rg MATCTESTVFA.A.tests/blas_dot_test.cppFA.A.tests/blas_daxpy_test.cppFA.A.tests/blas_dgemm_test.cppFA.A.tests/cp3_tensor_test.cppFA.A.tests/land_p_gaussian_eliminatnam_test.cppFA.A.tests/land_p_aseear_least_squares_test.cppFA.A.tests/land_p_svd_test.cppFA.A.tests/land_p_sym_eigs_test.cppFA.A.tests/matrix_pseudoinlp_re_test.cppFA.A.tests/qtucker3_tensor_test.cppFA.A.tests/svd_land_p_vs_old.cppFA.A.tests/t3_hooi_test.cppFA.A.tests/t3_hopm_test.cppFA.A.tests/t3_hosvd_test.cppFA.A.tests/t3_ihopm_test.cppFA.A.tests/t3_ttm_test.cppFA.A.tests/tensor3_iteStSor_test.cppFA.A.tests/tensor3_test.cppFA.A.tests/tucker3_exporteS_emporteS_test.cppFA.A.tests/tucker3_tensor_test.cppFd)")_-AMRUDecmProEMSVC) D)# Rs"es aria(vmmlib_test liHEAHRsV}C TESTV}TL_f( LA/e_P_ER}FOED_AD) ct _asek_librarif((vmmlib_test liLA/e_P_LIBRIBRES}UFA.R:pmuSED_AmuSBLAS_ER}FOED_AD) ct _asek_librarif((vmmlib_test liBLAS_LIBRIBRES}UFA.R:pmuSED_A# test(vmmlib_test vmmlib_testd)")_-AMRUDenclude(DoxygenRule) # m soeafter nNlet ct s # #inNG(FIowS liHEAHRsV}CDESTINARUPA.mnclude/vmmlib COMPONE HIdev) # #inNG(FIowS liDOCS}CDESTINARUPA.share/vmmlib COMPONE HIdev) # #inNG(FIowS .0FindVIB.wt.STCDESTINARUPA.liU"St..MODULE_INS FAL_[eTH} COMPONE HIdev) include(CPd_pCkgC n)cVMMLib-1.4LICENSE.txt000644 000765 000024 00003057014 120022614514504240 0INGar00e NGaff000000 000000 )# Copyrighf((c)06-2012, VisualizoryaReer_ Multimedia Lab,cUnilp_rnty ofAZurich ANleopyrisbre erved. (mish://vmml.ifi.uzh.ch) RedisditSD yaReer_ rrOcED_s i# Reer_ binary fndms,dedbd#ordedbdown mo_-AicoryaR, are permittedopsamplvid hatActoifollowNam ckgditnams are met: RedisditSD yaRs ofAs i# Re d m retaED_ctoiabove Copyri ## ice, tlProlist ofAckgditnams andActoifollowNam disclaimer. RedisditSD yaRs ED_binary fndm m repsaduce_ctoiabove Copyri ## ice, tlProlist ofAckgditnams andActoifollowNam disclaimermerP.eb docuocctoryaR and/ordoilag materialsopsamplvidedbd#tle disditSD yaR. Neiilag ctoiny# ofActo VisualizoryaReer_ Multimedia Lab,cUnilp_rnty of Zurich nc dctoiny# s ofAits ) tSD ors may soebacMeto.R:porse or pr#m#t psaducts derivcMe dafrolProsoftware edbdown specific psior uildten permisrnam. THIS SOFTWARE IS PROVIDED BY THE # PYRIGHT)HOLHRsV EDp_# 5OIBUTORS "AS IS" EDp_ANY EXPRESS OR IMPLIED WARRANTRES, INCLUDING, BUT ProELIMITED TO, THE IMPLIED WARRANTRES OF MER#HANTABILITY EDp_FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN Pr EVE HISHFAL THE # PYRIGHT)OWNER OR # 5OIBUTORS BEELI L enFOR ANY DorECT, INDorECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR # SEQUENTIAL DAMAGES (INCLUDING, BUT ProELIMITED TO, PROCUREME H OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,nDATA, OR PROFITS; OR BUSINESS INTERRURRUPA))HOWEVER #AUSED EDp_PA.ANY THETHE)OF LI LILITY, WHETHER IN # 5OACT, (, RCT LI LILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAYeOUT OF THE USE OF THIS SOFTWARE,{UBT ADVI #AUOUT OF PUSIANTABILE H OCHTIAL DA. 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T_OBJNDoNRNG${s(-DVNIT_}C T:%test=%.o} CXXiXX_FL+= -I. -Iv) inc -IA.A.t -v) inc sys.t.hc= 0Mac OS Xdown specistuff = 0zormac wtwaageocoeer_ andAcrtoiwor asegit andAlibx ",fsstlPbs AF MRNG$(shech uert(dyifeq "$(AF M)" "Daroll" CXXiXX_FL+= -ms(-DVIB_USE.LA LDiXX_FL+= -crtoiwor BRES Accele -cac= mp RES}d= 0Linuxdown specistuff CXXiXX_FL+= -v) inc ail/f -v) inc ail_fmatr LBPRO :NG$(shech getlib_CESNG_BPRdyifeq ($(LBPRO),64pmuSD, I=$(.STC, I)Nam>/lPb64RES}d=uSD, I=$(.STC, I)Nam>/lPbestd)" CXXiXX_FL+= -ms(-DVIB_USE.LA LDiXX_FL+= -cac= mp R# adjdm mlPbs det.apllowzorppa: USE.LAryaRet li#tle disditSDE)OBFL+= -lail/cla -lail -lasts/ -lil/cla= 0LOBFL+= -lil/cla -lsts/ Cestd)" all: sts/vmmlib_unit_t test.o: $(CXX) $(CXXiXX_F) -c $< -o $@ sts/vmmlib_unit_t: $(s(-DVNIT_}C T_OBJNDoNdyifeq "$(AF M)" "Daroll" $(CXX) $(LDiXX_F) $(s(-DVNIT_}C T_OBJNDoNd -o $@ ES}d= $(CXX) $(LDiXX_F) $(s(-DVNIT_}C T_OBJNDoNd -o $@ $(LOBF)estd)" cearn: y f-rf $(s(-DVNIT_}C T_OBJNDoNd sts/vmmlib_unit_t VMMLibbnR 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120022615717 12240 0INGar00e NGaff000000 000000 s(-DVNIT_}C T =\.cppFA.A.tests/unit_test\.cppFA.A.tests/v end_test\.cppFA.A.tests/matend_test\.cppFA.A.tests/quaternnam_test\.cppFA.A.tests/qr_de mposienam_test\.cppFA.A.tests/nam_test\.cppFA.A.tests/land_p_svd_test\.cppFA.A.tests/land_p_aseear_least_squares_test\.cppFA.A.tests/land_p_gaussian_eliminatnam_test\.cppFA.A.tests/vmmlib_unit_tests_main\.cppFA.A.tests/land_p_sym_eigs_test\.cppFA.A.tests/tensor3_test \.cppFA.A.tests/tensor3_iteStSor_test \.cppFA.A.tests/tucker3_tensor_test \.cppFA.A.tests/qtucker3_tensor_test \.cppFA.A.tests/tucker3_exporteS_emporteS_test \.cppFA.A.tests/cp3_tensor_test \.cppFA.A.tests/t3_hosvd_test \.cppFA.A.tests/t3_hooi_test \.cppFA.A.tests/t_ihopm_test \.cppFA.A.testsi/t_ihopm_test \.cppFA.A.tests/t3_ttm_test \.cppFA.A.tests/matrix_pseudoinlp_re_test \.cppFA.A.tests/blas_dgemm_test \.cppFA.A.tests/blas_dot_test \. s(-DVNIT_}C T_OBJNDoNRNG${s(-DVNIT_}C T:%test=%.o} CXXiXX_FL+= -I. -Iv) inc -IA.A.t -v) inc sys.t.hc= 0Mac OS Xdown specistuff = 0zormac wtwaageocoeer_ andAcrtoiwor asegit andAlibx ",fsstlPbs AF MRNG$(shech uert(dyifeq "$(AF M)" "Daroll" CXXiXX_FL+= -ms(-DVIB_CUDA LDiXX_FL+= -crtoiwor BRES Accele CUDADULE_INS FAL_RNGNam>/lRSel/cuda CUDADD := -L$(CUDADULE_INS FAL_)/lPbeRES}d= 0Linuxdown specistuff CXXiXX_FL+= -v) inc ail/f -v) inc ail_fmatr LBPRO :NG$(shech getlib_CESNG_BPRdyifeq ($(LBPRO),64pmuSD, I=$(.STC, I)Nam>/lPb64RES}d=uSD, I=$(.STC, I)Nam>/lPbestd)" CXXiXX_FL+= -ms(-DVIB_USE.LA -ms(-DVIB_CUDA LDiXX_FL+= CUDADULE_INS FAL_RNGNopt/cuda CUDADD := -L$(CUDADULE_INS FAL_)/lPb64RR# adjdm mlPbs det.apllowzorppa: USE.LAryaRet li#tle disditSDE)OBFL+= -lail/cla -lail -lasts/= 0LOBFL+= -lil/cla -lsts/ std)" rsd if CUt li#s(-D (updele cudareSTpule cix_ t/virnbi)ense# CUDADULC := -I$(CUDADULE_INS FAL_)/v) inc -I. 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BUILTIN_STL_SUPPOR T...= YAN R# I# ypa er_ MicrolPro'clC++/CLI lia_lang, ypa s edldO ebltafrooRxcep toeYAN to #ab#A.R:AptrslloMnamosup. CPP_CLI_SUPPOR T... oo.= NO R# Set andASIP_SUPPOR T.ec toeYAN if ppar OR) pr#econsit_t y# sipO ofAs nionly. # ude(Doxwlvereptrs_ andmmlPkdAnperfeaC++ sdifNver assum . er f0d cesrer_ lubli/= 0rr) _["listprivele.rrn.)il#n## see wnodcepli/it OR)te_mgdirkeyword isy ine(l. PIP_SUPPOR TT..........= NO R# F...MicrolPro'clIDLo.n.)iwaR, aropgeolams aropnrutat disdiia acMrrdo_-Ad#DotA.d.cpams sotA.d methtdsbbs.. cOR)porty. SebtllowdbtnioRxcep toeYAN (tae defauli).cplver IB.wtdde(Dox moO', 'rep tbd#Dotpams sot methtdsbby. cOR)portyimermerP#eteb docuoccto. Tafrolver zoly wor Bbs..n. methtdsbar_ rrdhy bgebtllows.t#O.ebtlloia slx_leSd_p_. I# ofrofrogit andAcase,ps..ypa aageocoes ewemerP#emethtdsbanyway, ypa s edldO ebltafrooRxcep toeNO.R IDL_PROPERTY_SUPPOR TT.= YAN R# I# membla groutkeepNsw soebmermereteb docuocctorams andADIS # 5OE_GROUP_}) = 0.ec tni.ebltoeYANTRtee wdde(Dox Nver reer_ andAteb docuocctorofplvdAcirro.cpmembla in tbd#Droutr(i# any)bbs..andA/ordoilemblaspy# tbd#Drout. By defauli.cpaer memblaspofpaEDroutr) # maeb docuedpcepli/itly. DIS # 5OE_GROUP_}) oo.= NO R# Set andASUBGROUPCLUa.ec toeYAN (tae defauli) to aoifo i0d clmemblaEDroutsmy#.cppvdAstoind_p_ (f...ev) #n## aEDroutristpubli/)cix_mgdis)bacMb_ nrutasbat#O.ubDroutristlvid h_p_ (e.c. na_..andAPubli/)Fix_mgdis se_mgdi). Seblit to #aNOltoe iv (ld.ubDroutllo. Al/quacsively ice, tcaewmaywas Ilib#i0d clerllo.cppvdA\no.ubDroutlloEcixm(p). PUBGROUPCLUaD..........= YAN R# Wee wTYPEDEF_HIDES_STRUCT tnietA.R:i, a h_p_defpofpaE" ru_m,punito, ...enum= 0rs.aeb docuedpam arru_m,punito, ...enumplvidedbd#ctoiny# ofAh_p_def. So #ah_p_defparru_m T_p_S {} T_p_T,rlver put.arbmermereteb docuocctoraspaE" ru_m.cplvidectoinT_p_T. Wee w. R"es d ofAh_p_defrlver put.arbaspaEmembla Pfp cMbnR, LEctoinlf., ... 0d ct Ams andAarru_m wver mayctoid T_p_S. Tafrocaewh_ptc eryt#Omay sofulabs..C # Re ix #ar_ andAcopllow/t3_)cuctow. ctelenylvid oer fompi na #ah_p_sbar_ h_p_def'edpams zoly dbd#h_p_defrtnireftrctc:i, nev_..anda.ec ctoi.R TYPEDEF_HIDES_STRUCT A.= NO R# TofASYMBOL_CACHE_SIZERdetermlita andAaiziny# ofArrcernal cache er_ ao.cptetermlit bbschesymbola acMkeep ix mem yrcnmplbscheco flushltoe. Rk.R# Wee wandAcache froMull,flessAProoxw sodesymbola wver mayior uildtoe. Rk.R# F...smter noeIediumpaizinOR) pr#sr(<100 bnnru MbnRs) andAd_faulielibue Ns= 0OR)b"esy goodpcnough.EF...lNletrnOR) pr#sra hoo.smter cache aizincaewcaer_ # dde(Dox mcMb_ busy swautkeeesymbola acM(p)cbcMe . Rkrmossmy# ofA MulR# caerlloMa slgn mo_-(ldlib_perfndm OetArnbilR# I# ofAsysnem hcspcnough phystc e mem yrrr r_[rlloMmerecache wver (malsoe nc .cppib_perfndm by.keeplloMmor_ symbola ix mem y. Nckq pvid merelibue wor a SDE# a logartthmecisc e_ sorrr r_[rlloMmereaizinby.as INver rougly waues and= 0mem yrusang. Tae cache aizinfrogivenbbyedbisbbs.mula: LE2^(16+SYMBOL_CACHE_SIZE). Tae lib/v Forng msO0..9, andAd_fauliemsO0,R# cir inpoapllowacM( cache aiziny# 2^16.= 65536 symbola PYMBOL_CACHE_SIZER.....= 5s #--------------------------------------------------------------------------- LEBuildOre cspdelib_ckurocctoroRxceps #--------------------------------------------------------------------------- R# I# ofAEXT# 5_HISH.ec tni.ebltoeYAN dde(Dox Nver assum . er *ilitis ixP#eteb docuocctobar_ aeb docued,revenbbs.nodteb docuocctorlaspavail"es lR# Privele.i0d clmemblaspams suocc MbnR memblaspwver mayhiddoxw nless.cppvdAEXT# 5_PRIVATEpams EXT# 5_STATICT.ecspoftw.ebltoeYAN EXT# 5_HISHT..........= NO R# I# ofAEXT# 5_PRIVATEp.ec tni.ebltoeYAN aer ivele.memblaspy# aE 0d c.cplver maerr incebmermereteb docuoccto. EXT# 5_PRIVATEp.......= NO R# I# ofAEXT# 5_STATICT.ec tni.ebltoeYAN aer suocc memblaspy# aEMbnR.cplver maerr incebmermereteb docuoccto. EXT# 5_STATICTp.......= NO R# I# ofAEXT# 5_LOCAL_CLASSEST.ec tni.ebltoeYANRi0d cesr(ams suru_ms).cpte ded loc ery rrOcED_s iMbnRs lver maerr incebmermereteb docuoccto. # Ibs.eultoeNO zoly i0d cesrte ded merD_["er MbnRsbar_ rr ince. EXT# 5_LOCAL_CLASSEST.= YAN R# Tafroflagwtnionlyi sofulabs..Ob pr#ive-C # Re. Wee w.ebltoeYANRloc eP#emethtds, bbschear_ ae ded mer ofArx_ledocuocctorse_mgdirsdifgit in.cppvdArrcerfrep ar_ rr incebmermereteb docuoccto. # Ibs.eultoeNO (tae defauli) onlyimethtdsbmer ofArrcerfrep ar_ rr ince. EXT# 5_LOCAL_METHE GO.= NO R# I# ofroflagwtni.ebltoeYANTRtee memblaspy# anonymou tctoinlf.spwver ma #abxt(as/edpams put.arbmermereteb docuocctoraspaEctoinlf.pc eredt#O'anonymou _ctoinlf.{MbnR}', wn.)iwMbnR lver mayre 'repmplvidedbd#bO: LEctoirofplv_ MbnRplvid its cert lv_ anonymou tctoinlf.. By defauli.cpanonymou tctoinlf. ar_ hiddox. EXT# 5_ANON_NSPACESTT.= NO R# I# ofAHIDE_UNDOC_MEMBERSr.ec tni.ebltoeYANTRude(Doxwlverehi"e er.cp naeb docued memblaspy# aeb docued i0d ces,#MbnRs ortctoinlf.s. # Ibs.eultoeNO (tae defauli) tndse memblaspwver mayrr incebmermer # vartou tov_.views,rsdifgi#teb docuocctorse_mgdirfrogoxcceledim# TafrooRxcep hcspnodcffts/ bs.EXT# 5_HISHtnietA.R:i. HIDE_UNDOC_MEMBERSr....= NO R# I# ofAHIDE_UNDOC_CLASSEST.ec tni.ebltoeYANTRude(Doxwlverehi"e er.cp naeb docued i0d cesrlvid oftwnperferyto rees mermerel0d clhiccerchy. # Ibs.eultoeNO (tae defauli) tndse i0d cesrlver maerr incebmermerevartou = 0zv_.views. TafrooRxcep hcspnodcffts/ bs.EXT# 5_HISHtnietA.R:i. HIDE_UNDOC_CLASSEST....= NO R# I# ofAHIDE_FRIEND_} CUNDST.ec tni.ebltoeYANTRude(Doxwlverehi"e er.cpfri.ap (i0d c|suru_m|unito) dei0drocctoc. # Ibs.eultoeNO (tae defauli) tndse dei0drocctocmwver mayrr incebmermer # teb docuoccto. HIDE_FRIEND_} CUNDST.= NO R# I# ofAHIDE_IN_BODY_}) }D.ec tni.ebltoeYANTRude(Doxwlverehi"e nyP#eteb docuocctobblockss.i na insi"eedbd#bodypy# aEMix_mgdi. # Ibs.eultoeNO (tae defauli) tndse blocksswver mayput.apeReacMmert#Ocix_mgdi'sAd_p/deed#teb docuocctobblock. HIDE_IN_BODY_}) }D.....= NO R# TofAESS INAL_}) }D.ec determlita if#teb docuoccto cppvid tnih_p_ddcct afa \rrcernal cixm(p)cfrofr ince. I# ofA.ec tni.eb #ltoeNO (tae defauli) tndermereteb docuocctorwver mayex ince. # Seblit toeYAN to v) inc uce_rrcernal teb docuoccto. ESS INAL_}) }DTp.......= NO R# I# ofACASE_S4LIC_NAMEST.ec tni.ebltoeNOltha wude(Doxwlvereonlyigoxccelet#OcbnR ctoisbmerlower-#ar_ lotA.ds. Ibs.eultoeYAN uut.r-#ar_ lotA.ds oftwaeso.cpaerowed. TafroNsw sofulaf# ypa haveli0d cesror MbnRsbwhor_ ctoiny#oly wifftr= 0rr #ar_ (p)cffoppa: MbnR sysnemMnamosups #ar_ sp3_csivelMbnR ctois. Winaews.cpams Mac us.ds oftwado redbacM et anfrooRxcep toeNO.R CASE_S4LIC_NAMEST......= YAN R# I# ofAHIDE_SCOPC_NAMEST.ec tni.ebltoeNOl(tae defauli) tnderude(DoxE# wver s ewememblaspwvidedbdiroMull i0d clams ctoinlf. czp3spmermerP#eteb docuoccto. Ibs.eultoeYAN mereaczp3pwver mayhiddox. HIDE_SCOPC_NAMEST......= NO R# I# ofASHOW_RT (INE_FILEST.ec tni.ebltoeYANR(tae defauli) tnderude(DoxE# wver nrutaAlProlistlv_ MbnRs lvid oftwrr incebby. cMbnR mermereteb docuoccto= 0zf.pvid cbnR. PHOW_RT (INE_FILEST....= YAN R# I# ofAFORCE_LOCAL_RT (INEST.ec tni.ebltoeYANRtee wude(DoxE# wver lProlv) inc abnRs lvth waues lockqs mermereteb docuoccto= 0celNeiilaan lvth sharp b(askeun.R FORCE_LOCAL_RT (INEST..= NO R# I# ofAINLINODULFOD.ec tni.ebltoeYAN (tae defauli) tee waD.ec [inplit]= 0rs.rrsortoebmermereteb docuocctorf...evtra amemblas.R INLINODULFODD..........= YAN R# I# ofASORT_MEMBER_D) }D.ec tni.ebltoeYAN (tae defauli) tee wdde(DoxE# wver ssup tae (d_p/deed)Ateb docuocctorofpMbnR cnmp 0d clmemblas.cpaephabeitc erybby.membla ctoi. Ibs.eultoeNO tee memblasplver put.arbme.cptei0drocctorora_.. PORT_MEMBER_D) }D......= YAN R# I# ofASORT_tRIEF_D) }D.ec tni.ebltoeYAN tee wdde(Dox Nver ssup tae cpb efEdeb docuocctorofpMbnR,tctoinlf. anmp 0d clmemblaspaephabeitc ery #bby.membla ctoi. Ibs.eultoeNO (tae defauli) tee memblasplver put.arbme.cptei0drocctorora_.. PORT_tRIEF_D) }DT......= NO R# I# ofASORT_MEMBERS_DorES_1STD.ec tni.ebltoeYAN tee wdde(DoxE# wver ssup tae (b efEanmpd_p/deed)Ateb docuocctorofp 0d clmemblaspsoet'idR# cov) ru_muncEanmpd_) ru_muncEaftwlProed cirro. Ibs.eultoeNO (tae defauli).cppvdAcov) ru_muncElver put.arbmermere inppr#iverora_.srte ded by #bPORT_MEMBER_D) }DanmpPORT_tRIEF_D) }im# Tafro.ec lver mayignor_drf...b efEdeba if#PORT_tRIEF_D) }Dtni.ebltoeNO.cpams ignor_drf...d_p/deed#teba if#PORT_MEMBER_D) }Dtni.ebltoeNO. PORT_MEMBERS_DorES_1STD= NO R# I# ofASORT_GROUP_NAMEST.ec tni.ebltoeYANRtee wdde(Dox Nver ssup tae cphiccerchyrofpDroutrctoisbmeto aophabeitc erora_.. Ibs.eultoeNO (tae defauli).cppvdADroutrctoisblver put.arbmermerirrte ded ora_.. PORT_GROUP_NAMEST......= NO R# I# ofASORT_BY_SCOPC_NAME0.ec tni.ebltoeYANTRteep 0d cllProllver mat#O suped byeMully-q Vispeedrctois,lv) iniloMctoinlf.s. Ibs.eulto #aNOl(tae defauli)TRteep 0d cllProllver maO suped #oly bini0d clctoi, LEcotlv) iniloMdbd#ctoinlf. .""s.R# NckquoTafrooRxcep frogit v_.yw sofulaf# HIDE_SCOPC_NAMESTtni.ebltoeYAN.R# NckquoTafrooRxcep putliiny#oly acMmerel0d cllProsegit acMmert#Oaophabeitc erlPrott SORT_BY_SCOPC_NAME0....= YAN R# TofAGENEH_TE_])e#LISTD.ec caewmay soebacMetA.R:A(YAN)ws.t#O. R"es (NO) tee todorlProtoTafrolProlvs creeled bye)outllo.\todo #Ecixm(p)clmermereteb docuoccto. GENEH_TE_])e#LISTD0....= YAN R# TofAGENEH_TE_]ESTLISTD.ec caewmay soebacMetA.R:A(YAN)ws.t#O. R"es (NO) tee tem mlProtoTafrolProlvs creeled bye)outllo.\test #Ecixm(p)clmermereteb docuoccto. GENEH_TE_]ESTLISTD0....= YAN R# TofAGENEH_TE_BUGLISTD.ec caewmay soebacMetA.R:A(YAN)ws.t#O. R"es (NO) tee Fix lProtoTafrolProlvs creeled bye)outllo.\Fix #Ecixm(p)clmermereteb docuoccto. GENEH_TE_BUGLISTDD0....= YAN R# TofAGENEH_TE_DEPREC_TEDLISTD.ec caewmay soebacMetA.R:A(YAN)ws.t#O. R"es (NO) tee d iceled lProtoTafrolProlvs creeled bye)outllot#O\d iceled cixm(p)clmermereteb docuoccto. GENEH_TE_DEPREC_TEDLIST= YAN R# TofAENABG(D_SECTIONSD.ec caewmay soebacMetA.R:AcoaplkgdialP#eteb docuocctobse_mgdis,lmarked bye\if se_mgdictoir... \std)". ENABG(D_SECTIONSDD0....= R# TofAMAXDULITIALIZER_LINO}D.ec determlita tee maximumAnumblayaRsplita.cppvdArrlkg erlibue y# aEvartA.R:Aorrte deeconsit_t y# f...et acMput.arbme.cpmereteb docuoccto. I# ofArrlkg eizib#ionsit_t y# mor_ llita teanAown speed cph.)iwttpwver mayhiddox. Ur_ aElibue y# 0 acMhi"e rrlkg eizibsycix_letely.R# Tae put.aratciny# ofArrlkg eizib#y# rrdovidu erlirtA.R:cEanmpd_flita iermerP#eteb docuoccto caewmayits olleReerllo \s ewrrlkg eizib#yr \hi"errlkg eizib #Ecixm(p)bmermereteb docuocctorregardlessAPr anfro.ebtllo. MAXDULITIALIZER_LINO}D.= 30 R# Set andASHOW_US(D_FILEST.ec toeNOltoe. R"es andAlProlistabnRs goxcceledt#Oatedbd#bot Me y# ofAteb docuocctorofp 0d cespams suru_ms. Ibs.eultoeYAN mert#OlProllver docuctotlv_ MbnRs lvid w.)iw soebacMDoxccele.mereteb docuoccto. SHOW_US(D_FILESTD......= YAN R# I# ofA ofAs niin ppar OR) pr#ear_ ale disdiid ov_..mr_ M_leSude_de en.cpmernO.ebtlloiandASHOW_INGUDorEIEST.ec toeYAN wver s ewemeretle_de yrhiccerchy #lmermereteb docuoccto. TndAd_fauliemsONO. PHOW_INGUDorEIEST......= YAN R# Set andASHOW_FILEST.ec toeNOltoe. R"es andADoxccelctorofplvdAFbnRs pang.R# Tafrolver remsoe nc AFbnRs ocu yrvcMe nc AQuick IndexM(p)cbcMe mert#OFol"er TreepViewr(i# own speed). TndAd_fauliemsOYAN.R SHOW_FILESTDD..........= YAN R# Set andASHOW_NAMESPACEST.ec toeNOltoe. R"es andADoxccelctorofplvdR# Ntoinlf.sppang.R# Tafrolver remsoe nc ANtoinlf.spocu yrvcMe nc AQuick Index.cpams vcMe nc AFol"er TreepViewr(i# own speed). TndAd_fauliemsOYAN.R SHOW_NAMESPACESTDD0....= YAN R# TofAnNG(_ASE.ERs_FILTER..ec caewmay soebacM wn spyeaAOR)gram#yr ", 'pket'idR# dde(Dox s edldeinvokebacMDot andAcurrctt namolp_rbs..eacheMbnR (h_ptc ery vcMe.cpmerenamolp_rits olrsysnem). ude(Doxwlver invokebaheAOR)gram#byeexecutlloi(viat#Opopen())ppvdAcoxm(p)b , wn.)iw isrmerevabue y#.cpmerenNG(_ASE.ERs_FILTER..ec, cnmp isrmerectoirofpaewbnnru MbnR 0OR)opsa" byeNde(Dox. W'idev_..andaOR)gram#ior ia acM) #ndardeD)D)ou # tni soebas nc eMbnR namolp_. Se tee manu erf...exax_len.R FNG(_ASE.ERs_FILTER....= R# TofALAYOOUTFNG(..ec caewmay soebacM wn spyeaAlayoru MbnR bbschewver maytrs_dR# byeNde(Dox. TofAlayoru MbnR its ols nc eglobal suru_muriny# ofAgoxcceledt#Od# nrutMbnRs meraewo# nrutMperfie(ndet.apctt way. Tae creele andAlayoru MbnR cppvid ine(ldeNde(Dox'sAd_faulis,lruirdde(Dox Nvidedbd#-looRxcep. LEYpa caewoRxcep ery wn spyeaAMbnR ctoipact aftae opkgdi,rbs.a permi # ude(DoxLayoru.xmlrlver may soebas nc ectoirofplv_ layoru MbnR. LAYOOUTFNG(.D..........= ude(DoxLayoru.xmls #--------------------------------------------------------------------------- LElib_ckurocctoroRxcepsOre cspdeacMwarnllo. edaOR)gre clmessangt #--------------------------------------------------------------------------- R# Ta AQUIETD.ec caewmay soebacMmuroron/ofs..n. messangt lvid oftwgoxcceledt#ObyeNde(Dox. PossiblsAvibuespoftwYAN aedaNO.OIfflef mlankeNOltni soe. QUIETDDDDDDDDDDDDDDDDDD= YAN R# TofAWARNINGSD.ec caewmay soebacMmuroron/ofs..n. warnllo.messangt lvid oftR# Doxcceled#byeNde(Dox. PossiblsAvibuespoftwYAN aedaNO.OIfflef mlank #aNOltni soe. WARNINGSDDDDDDDDDDDDDDD= YAN R# IffWARN_IF_UNDOCUMENTED tni.ebltoeYANTRtee wdde(Dox Nver Doxccele.warnllon.cpf... naeb docued memblas.OIffEXT# 5_HISHtni.ebltoeYANRtee w ofroflagwlver= 0autorfitc ery maydisA.R:i. WARN_IF_UNDOCUMENTED ..= NO R# I# WARN_IF_DOC_ERROR tni.ebltoeYANTRdde(Dox Nver Doxccele.warnllon bs.t#Opotocucal errorclmermereteb docuoccto, suchearogit teb docukeeesom .cpptrtoi/ersimera aeb docued cix_mgdi, ...teb docukeeeptrtoi/ersit'idR# dd# DyexProlireerlloMmarkup cixm(p)clwrongly. WARN_IF_DOC_ERROR DDDDD= YAN R# TotniWARN_NO_ACH_M}) ooRxcep caewmay"es d cMDot warnllon bs.t#Ocix_mgdis lvid oftwaeb docued,rsdifhavelgi#teb docuocctorbs..andireptrtoi/erst#OdbdiNmurorvibue. Ibs.eultoeNO (tae defauli) dde(Doxwlvereonlyiwarny"eoou # wrong ...evcix_letemptrtoi/ereteb docuoccto, sdifgit "eoourmereabsctciny# # teb docuoccto. WARN_NO_ACH_M}) o......= NO R# TofAWARN_FORMATD.ec determlita tee Mperfieos..n. warnllo.messangt lvidR# dde(Dox caewp repsa. Tae sts/pt s edldeits cert.n. $MbnR,t$llit, cnmp$merP 0.ecs, bbschelver mayre 'repmpbyedbd#MbnR cnmptra anumblayvcMe bbschelvdR# warnllo. gelimedpams .n. warnllo.merP. ORxcep ery tee Mperfiemayeits cerR# $namolp_, bbschelver mayre 'repmpbyedbd#namolp_rofplv_ MbnRp(i# itocedld #Omayob cered siaenNG(_ASE.ERs_FILTER) WARN_FORMATDDDDDDDDDDDD= "$MbnR:$llit:p$merP" R# TofAWARN_LOGFNG(..ec caewmay soebacM wn spyeaAMbnRbacMbbschelarnllo.cpams error.messangt s edldemayior uil. Ifflef mlankedbd#d# nrutmniior uil #ltoest"err. WARN_LOGFNG(.DDDDDDDDDD=s #--------------------------------------------------------------------------- LElib_ckurocctoroRxcepsOre cspdeacM ofArrnrutMbnRs #--------------------------------------------------------------------------- R# Ta AINPUTD.ec caewmay soebacMown spyedbd#MbnRsband/...tde_de en lvid its cer # teb docuodesED_s iMbnRs.EYpa mayeett afcbnR ctoisblPkdA"m(MbnRtest"ws.t#O. e_de en lPkdA"Nam>/src/myOR) pr#". Septrtte lv_ MbnRs ...tde_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A.t -ms(-DVIB_USE.LA -ms(-DVIB_CUDA CUDADDO :NG$(CUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lauCUDADD) -lausucp3_te= -ms(----------------------) -laSOUorofcooffulieix a sor-# dmitt""agraphplvid...= Actcopllrd (ch a so pang.R# TafRs ...tduCUDADedld #Omava", 'pIp)cffoplFamol, Finto.cppue_NAME..d (ch a ,.ec tnia AN)wsolsAwor)ppvdAcox MbnRd (ch a fyedbd#OR) pr#. PROJNDo_NAME.........= s(-...= tR# Tae PROJNDo_NUMBER..ec caewmasoebacMett afa OR) pr#edbdiNo revirnumblaschewveafrocedldemaydefcybbs.. rchiv -lauDoxcceled#teb d docuocctorors pang.ndASHOW_Uts(-DVIB_USEr inceb -lauCUDADD, .rr Mbn...ev) msOYs dei0droccto'idR# daphplviddm Met"edcapctpaeNOln (DADD*_dgem------*.hnito,s .pllrllo. gR# Taf-fov) #n: d# n spyedbd#riaec caewm---- soebacMooftwb/or .paeNOlna wver eERS_----*_d-*_dd-*_dxx*_dge*_d++*_java*_ii*_ixx*_ige*_i++*_inl-*.h-*.hh-*.hxx---*_hge*_h++*_idl-*.odl-*.cs-*.php-*.php3*_ind-*_m-*_mm-*_py-*_f90ulis,lri0droccto#teb d doc*.h-*.c*_dge*_ige*_mol.t -ms(-RECU---V #-------------------t s eaphplvidwhethlvid w# wasub -lauCUDADD)--- R# Ta se....ROUP_NA_ MbnRs ...rbs.wellD ..= NO R# I# WARN_IF_DOC_ERROR erA.d.cp(sdiflee(Dox Nver DoRECU---V #aeb docued memblas.OIffEXTEXmp 0d sor-# dmitt""agraphplvidDDO :NG$(CUDADD) -lauCUDADcurele. 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WARm y. Nckqpvid merelDo_NjavabnR> iefauldree.... e--o e. lPmef mswb/, sw so}) }Do TrSERV ppBAS rrlkARCHUDADD# ofAgeaDioeNOl toeYAltoe. REARCHENGr OUx -lauCUDADDeits cmou ter= SERV ppBAS rrlkARCHU Chlita}) }D.eetmplFe.... e--o e)tae def. Mocuocctolver docua PHPM}) }D.eeweblFerver'rep tbd#DotaZER...teblclictos citdocuJavabnR> ibnR namolp_. Sellon bs.tang.Fe.... PHPMsnR> ismermor(Doxwc--------oMmernER...teblFerver rNAMEadvaandgETD.ec caFerver #efauldrapwmadaOR_.Uta teieOU----xwioeNOl tR# Nckqpvid merelebltotndes # su-----xt.Fe....W_NAMESly.dvaacteep_fta teieOp_f czpicEST.agrapsuem------ahavw# wallo.mlAD)DFe....docucapabil.membe. RERV ppBAS rrlkARCHUUDADDeits e_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A. lPkdA"Nam>/src/myOR) pr#". Septrtte lvLaTeX t way. Te_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A.bnRs pang.econsit_tLit_Xx----/ersit'idR# dvdAb efEde", 'pkgdiry# aEmemb ru_munc,L)x-t way. deeconsit_tLit_Xx-lauCUDADDeits crkedLit_Xwn.)iwF, Chlitae, Chlitae-TraAc Nver creeLaTeX .= NOn (mer2 levels)p na_..andAD)D)outude_de yrycang.ndASHOW_Usofulasee ws.h.lltae def. paitaep) #e(Doxuoccde(Dox Nver Dox`. Sex'------------- R# Ta A)ppvdAcoorofp Lit_Xwn.)iwF,x -lauCUDADDpdfts crkedLit_XwCMD_NckquoTafE.LA -ms(-DVIB_CUDA CUDALaTeX R# TofAADD}td it MbnR dcde(Dox Nver Dox`. Sex'------------- R# Ta A)ppvdAco R# TofAADD0....= Y)cRSeO cOR)}) }Do TrUSE_PDFLit_Xx-tllo.\todo #Ecni.ebltodfrlaschkebacMDo TrbitmapsDROJN-------tode(Dox HTML t way.,.pc eredt#c c.##t(i.ltoeYNs= 0.ecfAsysnem hcxPe t way.SHOW_FILES. Lit_XwCMD_Nckqu-lauCUDADDpdf. Sexetely.R# TKEcnDEXDCMD_NckquoTafE.LA -ms(-DVIB_CUDA CUDA R# TofAADD}tdemb ru_munc,or(DoOsOJNLaTeXcde(Dox Nver Dox`voeYor(Do'------------- R# Ta #A)ppvdAco R# TofAADD0. TKEcnDEXDCMD_NckquCUDADDvoeYor(Do ctois. WinaOMPBy deit_Xx----/ersit'idR# dvpkgdiry# ru_munc_fd#Mba----pLaTeX .= uereteb"rk a DADD------eretsOJNs|surpvid merelebltDADDislpptdembslo.mst#O.tm#btode( ru_mul. COMPBy deit_Xxu-lauCUDADDlas.OIfT lvPAP ppTYPquoTafE.LA -ms(-DVIpsa" bypaaspaisbm Ns= 0.ec cer #UNDOxPe prdbt lD ..= NO R# I# WARN_I: a4, a4wide,ltoeNOl,ltogoppTnd "elen.R Fvecde(Dox Nver Doxa4wide soebacMewarnlloPAP ppTYPqueb docued memxa4wide.OIffEXTEXTRA_PByKAGEto sor-# dmc ptphplviddm Me ctoinlfpLaTeX. packry maydisAUTINGUDrorLFOD.ec tb docuoLaTeX t way.dim# TRA_PByKAGEtoocued memts cTng.Lit_XwHEAD merenNG(_ASE.ERs_FILTER..ec, cnTac uilULaTeX is. Tafrlasch. LAYOOUTFNGt. Sex .= ueretpeTPe hs. TafERs_FILTER) WAm Tbyt.docuuntilsch. LorES_ _h-ptsuped #iyedbdebltoeYANTdd cMDot warnllon bs.t0rs.atet.apctis. Ta+..= icI: ni.ebltoofu a sorwememblknowO cal .rree Mperdoc! Lit_XwHEAD mdedblauCUDmts cs pang.PDF_HYPqRLINKSHtni.scheNde(Dox t,pang.LaTeX Ns= 0.ecebmermere #Ursf.rDADDreDROJNirnuDDDDDD=---odf (itdocups2odfpopen()odf s ..udA)F #U)#R) Wy sokledb efDADDc cdHTML t way.)'rep tbd#DotiNgepeIediumpass crk a voeYscxPe t way.SUAitTEp.RfCT oi soebirowscpler docua odf HIDE)glloPDF_HYPqRLINKSH-lauCUDADDlas.OIfs pang.USE_PDFLit_Xx-ni.scheNde(Dox t,ppdf. Sex------------- rep tbd#DoPHPwl Wy Sex-flu. LAYOOUTFNGtt(i.ltoe.efEde"E_FILEST.ec tnx tnioD Tof0rs.high f phabety.PDF .= .R:Aorrte deUSE_PDFLit_Xxxu-lauCUDADDlas.OIfs pang.Lit_XwBATCHMODquoTafrooRxcep putliid namolp_. Seadycang.\\bAptsmeco0... R# TofA hcxPe AYOOUTFNGtLaTeX D) -lMbnR (liemr=rctc:i.LaTeX No keeem--runrofplwemdocued,occur,'rep tbd#Dotasko TreepV= NORfCT islpacheMbnR .\todo #Ecwsols certc..ext.ap itr TN-------tode(HTML. Lit_XwBATCHMODqulauCUDADDeits cs pLit_XwHocuocnDICNEH_TE_])e#LISTD sw sod namolp_. Seere Mb 0rr #ar_ (p(DoO_h-ptsus (cctorbs.Fol"ude(Do, C#Mbloetede(Do, #rrn.tdude(Dox t way.dimLit_XwHocuocnDICNEHCUDADDeits cs pLit_Xw.eUorofCO0dH_TE_])e#LISTD sw sod namolp_. SewlbnRsbn lrrcerfrheco -lauCyAorx.highlightofplw docuoLaTeX t way.di...= Y)cRSeO cbnRbR# Tafroau MUTIAF--sols------rnENEothlviol"er TD)-ctorbs..eUorofBROWSERdimLit_Xw.eUorofCO0dHHCUDADDeits e_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A. lPkdA"Nam>/src/myOR) pr#". Septrtte lvRTF t way. Te_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A.bnRs pang.econsit_tRTF ----/ersit'idR# dvpkgdiry# warnllon bs.tRTF t way. T-ms(-RTF t way. nR .\tomizreDROJNWopct97lebltDADDered-R) pp)clm.rDttSrceps T-othlviRTF rs. TacMeeditoRs deeconsit_tRTF x -lauCUDADDeits cms(-RTFwn.)iwF, Chlitae, Chlitae-TraAc Nver creeRTF .= NOn (mer2 levels)p na_..andAD)D)outude_de yrycang.ndASHOW_Usofulasee ws.h.lltae def. paitaep) #e(Doxuoccde(Dox Nver Dox`rtf'------------- R# Ta A)ppvdAcoorofp RTFwn.)iwF,eb docued memxrtf ctois. WinaOMPBy dRTF ----/ersit'idR# dvpkgdiry# ru_munc_fd#Mba----pRTF .= uereteb"rk a DADD------eretsOJNs|surpvid merelebltDADDislpptdembslo.mst#O.tm#btode( ru_mul. COMPBy dRTF x -lauCUDAADDeits cs pang.RTFwHYPqRLINKSHtni.scheNde(Dox t,pang.RTF -s= 0.ecebmermere #Ud cesd#R) WAhyasp sok Delds.-ms(-RTF s ..udA)F #U)#R) Wy sokledb efDADDc cdHTML t way.)'rep tbd#DotiNgepeIediumpas.s crk a voeYscxPe t way.SUAitTEp.RfCT oi soebirowscpler docuWORDMeothlvPHPwma/src/myOR) pr#". Septrtte lvmyob dgETD way. Te_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A.bnRs pang.econsit_tMAzx----/ersit'idR# dvdAb efEde", 'pkgdiry# aEmemb ru_munc,myob dgEsdeeconsit_tMAzxxu-lauCUDADDlas.OIfT lvMAzwn.)iwF, Chlitae, Chlitae-TraAc Nver creemyob dgEsOn (mer2 levels)p na_..andAD)D)outude_de yrycang.ndASHOW_Usofulasee ws.h.lltae def. paitaep) #e(Doxuoccde(Dox Nver Dox`myo'------------- R# Ta A)ppvdAcoorofp MAzwn.)iwF, x -lauCUDAADD) -laaypmowncooff/myo.OIfT lvMAzwLbi0d cesIB_USelver mayre 'reped byeNde-s= 0.ecady]k #a # ----AYOOUTFNGtmyob dgEsO(SPACEST.ec c caFuiroR FNe's maerr .3) MAzwLbi0d cesIUDAuCUDAADD.3.bnRs pang.MAzwLINKSHtni.scheNde(Dox t-----Dkgdiry# ru_munc_fDoxLayoru, mert#OFiy soeba ru_munc,dm M...=or uilVDoxrocae_..andaORlle.mSoeN# ofAMbnRtde(Dox NeilVDox dgE(spopen(s M...=or uilVs ...tduni.ebrrcerfrDox NeilVDox dgE,.pc cepsllo. m creemyob R# Tof #UdINGUDrorunver maoms ne CUDA Rec cA R TAcd----SPACEST.ec toeNOMAzwLINKSH, x -lauCUDAADDeits e_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A. lPkdA"Nam>/src/myOR) pr#". Septrtte lvXML t way. Te_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A.bnRs pang.econsit_tXML wlvereORet.ap.cppvpkgdiry# aEmemb ru_munc,yobXMLds .. ta teTlporu c c caF layoru Mbn chewvecodorLFOD.edocuapwv# ofAMbrrte deeconsit_tXML xocued meADDeits cms(-XMLwn.)iwF, Chlitae, Chlitae-TraAc Nver creeXML R TAsOn (mer2 levels)p na_..andAD)D)outude_de yrycang.ndASHOW_Usofulasee ws.h.lltae def. paitaep) #e(Doxuoccde(Dox Nver Dox`xml'------------- R# Ta A)ppvdAcoorofp XMLwn.)iwF,w) -lauCUDAADDxml.OIfT lvXMLwSCHEMAwn spyG(_ASE.ERs_FILTER..ec, obXMLdsc ma, chedpamsyG(_ASE.ERs_byypandAiditr TNXML R rsOl tR#c ck Ta #ACyAorx.D.ec caXMLds ...p XMLwSCHEMAww) -lauCUDAAD.OIfT lvXMLwDTDwn spyG(_ASE.ERs_FILTER..ec, obXMLdDTD, chedpamsyG(_ASE.ERs_byypandAiditr TNXML R rsOl tR#c ck Ta #ACyAorx.D.ec caXMLds ...p XMLwDTDwwwwwwwwwwwwwwwwmts cs pang.XMLwPROGRAMLISTledewlvereORet.ap.cppvpkgdiry# aEmembdumpOxPe prp/src/myOR) prROJNDo_NAutoGun.REF..iOR) prt way. Te_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A.bnRs pang.econsit_tAUTOeco_DEF ----/ersit'idR# dvpkgdiry# waremb ru_munc,yobAutoGun.REF..iOR) pr(seeskup NTEDsf.ne, '------------Tlporu c c caF layoru MbnhewvecodorLFOD.edocuapw .n. warnllo.merP_CACHE_SIZER./er-eaoru -/erstliemexaspirnllolm------dbd#MbnR cnaZER...moeretpn econsit_tAUTOeco_DEF AADDeits e_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A. lPkdA"Nam>/src/myOR) pr#". Septrtte lvPsp dms.ulETD way. Te_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A.bnRs pang.econsit_tPqRLMOD ----/ersit'idR# dvpkgdiry# waremb ru_munc,yvPsp dms.ulETs .. ta teTlporu c c caF layoru Mbn chewvecodorLFOD.edocuapwv# ofAMbrrte _CACHE_SIZER./e # seaoru -/erstliemexaspirnllol-----dbd#MbnR cnaZER.. # moeretpn econsit_tPqRLMOD uCUDAADDeits cs pang.PqRLMODdeit_Xx----/ersit'idR# dvpkgdiry#soeba ru_munc chewvenecessaitst(i.ltoeYru..., Psp dsnR> ielebltLaTeX Rd}td it...= # tonllon bs.tPDF ----DVI t way.SfnvokebahPsp dms.ulETD way.lloPqRLMODdeit_Xx-lauCUDAADDeits cs pang.PqRLMODdPRETTY. I# scheNde(Dox tniruhPsp dms.ulETD way.ltae def. nice yd---mNeNOGtrr-----G(_ASE permi_byypahumyobrs. Ta+. crk a itae, furembwememblwantA.R: ...eatet.O cal .eceo a soarnllOe(Dox tthlvihet.,ui.ec /e # I# scheNde(Do'pkgu.ex Nver ae lvPsp dms.ulETD way.ltae def mctors|surlvPHPet.OPsp ds ix perm----b efectosDD0. PqRLMODdPRETTY.-lauCUDADDlas.OIfT lv ctoinlfpcreemykeb docuocctoflu. LAYOOUTFNGt----ru....mykeb-------ai.ebixRrtcepsOre crcto Tr)#R) WnRtde(PqRLMODd) -lVAR) -la+. crk a itae, fura if#ifediumtt----ru....mykeb----toeYAN uutUNDOxPe sDD.##t(i.ltoeY# wronoverutMpeandaORtthlv'sb docuocct0. PqRLMODd) -lVAR) -lae=wn e_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A. lCkdA"Nam>/src/myOR) pr#". Septrtte lv.rDArocesslasce_de en cplvidenlf.s. pr#". S_HISH.deacMErtte liXX_FL:= -Iv) inc -IA.A.s cs pang.ENi"e ) PROCESSledewlvereORet.ap.cppvdAb efEde", 'pkgdiry# aEmembendASunc,y ixC-.rDArocesslaSHOW_FIAD)prROoeteb: d# na# Tafroa---dbdnRsbn ls ...p ENi"e ) PROCESSledeDADDlas.OIfs pang.MACROouXPANSeizx----/ersit'idR# dvpkgdiry#soebaexaebltotnemymrC. nTRteep: d# na# Tafrheco0s cert.n. $MbnR,t$llit, cnmpni.eb_t y=or uil... 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A)-susubnhewvUNDO.ltae deaemx.ph3erP#wiewurofBROtabnric)e(Dbl cnLiTd ePH_MAX_NOrp . ULINKSH- -oewverF0meaAF-no- -oewvtabnric)DD.OIf 'X_LiTd ePH_DEPTHb W, ChlitaSr #UNDOLiTder= SEARCHENmr=rctc:i, tSfnvokebahPOW_FILEtermmyDPNG A.R:i.. tba-- c max.----ru...Do_NjavaDblpeEXDCMD,cctXauronittreUoeNOl gwlUN cA e pwikiwiONTNto. pbd#(if.s.lProli-Rbox#aWarru M: D-orbsi.ec /UseofArCaoruom= 0.AidiCly.= ----seofltoeY_Fode(llpaclp .adeped ti-_PD-xwioeabelMpdgETD.eedAD)D) IEaemx.ph3--auCUo. ycctX DplaDrLO WARlpa)) ..Tter= SEARCHENGr f.TY. I# schSr #UNDOLiTdMULTI_TARGETSNmr=rctc:i, MLwCe #t..iOMAzxxu-lauMocued mNckqu- Att(i.ltoen#U)#RN_I--auCUuMocued m-oliemr-TbcesslascdgETD.eX D) -lPrA)" bylorr oi so #t.RN_Ift_tCH# Tof MbacPRtmaps ADDl open()os----dAro(>1.8.10oerONto. pbd#(ifree ito-----dbd#MbDo_NjavaDblpeEXDCMD) ..TtMULTI_TARGETSNlf.TY. I# scheNde(Do crkedLit_E crwaremb ru_munc,yvPsp-l.rDArocessla dms.ulETs .. ta teTlporu lr_ addenlf.Cxplyoru M(.ec meaAi.ec Nde(Do) -lousRboxbsce s IEarPwmaPByKAGEtyHt BERbar)e(Drx.pheits crkedLit_E crwarenNG(spyedbd#rr'idR# d..TtCLEANUQHP)> <0dri0dow(d otoeN="$SHOW lv) DEFINES"/> <0d soceNet-rx.phed otoeN="$CLASKI ePH"/> <)wveabov.rDArrx.phed otoeN="$CpLLABORlvrrcI ePH"/> < ML ctoHTMF #U)d otoeN="yes"/> < ctoHTdecl> < ctoHTUTFNGisd otoeN="yes"/> < ctoHTdef> <--ru....myerteN=""/> <= 0...pc d otoeN="$SHOW Un cpFINES"/> < ctoHTdecl> <--ru....myerteN=""/> < ctoHTUTFNGisd otoeN="yes"/> < ctoHTdef> <--ru....myerteN=""/> <0dri0dow(d otoeN="$SHOW lv) DEFINES"/> <0dri0dorx.phed otoeN="$aphplvid ePH"/> <0dri0dodbyrx.phed otoeN="$aphplviD_BYd ePH"/> < ctoHTdecl> <--ru....myerteN=""/> < ctoHTUTFNGisd otoeN="yes"/> < ctoHTdef> <--ru....myerteN=""/> < ctoHTdecl> <--ru....myerteN=""/> < ctoHTUTFNGisd otoeN="yes"/> < ctoHTdef> <--ru....myerteN=""/> < ctoHTdecl> dtecons-1.4.0I0dri0do/000755 000765 000024 00000000000 12002261451 014277 5utodo00e.ptodff000000 000000 tecons-1.4.0I0dri0do/vmmlib/000755 000765 000024 00000000000 12002261451 015565 5utodo00e.ptodff000000 000000 tecons-1.4.0I0dri0do/vmmlib/aabba-fo000644 000765 000024 00000013105 12002261451 017163 0utodo00e.ptodff000000 000000 #ifr .ve__teco__AXIS_ALIGNiD_BOUNDING_BOX__HPP__ #D)ly __teco__AXIS_ALIGNiD_BOUNDING_BOX__HPP__ mp 0dHIla r Te..Qt Hvmml { #ede_" b enlf.AxisAlveredB maxingBox { Tafroc: AxisAlveredB maxingBox(); AxisAlveredB maxingBox( cofpl vtll"p< 3,XT >& pMin, cofpl vtll"p< 3,XT >& pMax ); AxisAlveredB maxingBox( cofpl vtll"p< 4,XT >& sp soi ); AxisAlveredB maxingBox( T cx,XT cy,XT cz,XT .ltae); iothlvPHt Taf In( cofpl vtll"p< 3,XT >& pose); iothlvPHt Taf In2d( cofpl vtll"p< 3,XT >& pose); //Rtmapsxliemrye omponeofmaar.dds ..ed iothlvPHt Taf In( cofpl vtll"p< 4,XT >& sp soi ); iothlvPvoi, swt( cofpl vtll"p< 3,XT >& pMin, cofpl vtll"p< 3,XT >& pMax ); iothlvPvoi, swt( T cx,XT cy,XT cz,XT .ltae); iothlvPvoi, swtMin( cofpl vtll"p< 3,XT >& pMine); iothlvPvoi, swtMax( cofpl vtll"p< 3,XT >& pMax ); iothlvPcofpl vtll"p< 3,XT >& gwtMin()Pcofpl; iothlvPcofpl vtll"p< 3,XT >& gwtMax()Pcofpl; iothlvPvoi, mHTUe( cofpl AxisAlveredB maxingBox& aabbe); iothlvPvoi, swtEqisl(PHt Taeqislp=otRNee); iothlvPHt Taf Eqisl()Pcofpl; iothlvPvoi, swtDirsl(PHt Tadirslp=otRNee); iothlvPHt Taf Dirsl()Pcofpl; vtll"p< 3,XT > gwtCe ws.()Pcofpl; Trusuc)e(: vtll"p< 3,XT > _min; vtll"p< 3,XT > _max; Ht Ta_dirsl; Ht Ta_eqisl; }; #ede_" b AxisAlveredB maxingBox::AxisAlveredB maxingBox() :a_dirsl(rfolsee) ,a_eqisl(otRNee) {} #ede_" b AxisAlveredB maxingBox::AxisAlveredB maxingBox( cofpl vtll"p< 3,XT >& pMin, cofpl vtll"p< 3,XT >& pMax ) :a_min( pMine) ,a_max( pMax ) ,a_dirsl(rfolsee) ,a_eqisl(ofolsee) {} #ede_" b AxisAlveredB maxingBox::AxisAlveredB maxingBox( cofpl vtll"p< 4,XT >& sp soi ) :a_dirsl(rfolsee) ,a_eqisl(ofolsee) { _maxp=o_minp=osp soi.gwtCe ws.(); _maxp+=osp soi.gwtRadius(); _minp-=osp soi.gwtRadius(); } #ede_" b AxisAlveredB maxingBox::AxisAlveredB maxingBox( T cx,XT cy,XT cz,XT .ltae) :a_dirsl(rfolsee) ,a_eqisl(ofolsee) { _maxp=o_minp=oVtll"p3f( cx,Xcy,Xcz ); _maxp+=oslta; _minp-=oslta; } #ede_" b iothlvPHt TaAxisAlveredB maxingBox::f In( cofpl vtll"p< 4,XT >& sp soi ) { if (a_eqisl ) re urnofolse; vtll"p< 3,XT > sv (asp soi.gwtCe ws.() ); sv +=osp soi.gwtRadius(); if (asv.x()P> _max.x()P||asv.y()P> _max.y()P||asv.z()P> _max.z()P) re urnofolse; sv -=osp soi.gwtRadius() * 2.0f; if (asv.x()P< _min.x()P||asv.y()P< _min.y()P||asv.z()P< _min.z()P) re urnofolse; re urnotRNe; } #ede_" b iothlvPHt TaAxisAlveredB maxingBox::f In( cofpl vtll"p< 3,XT >& pose) { if (a_eqisl ) re urnofolse; if (apos.x()P> _max.x()P||apos.y()P> _max.y()P||apos.z()P> _max.z()P ||apos.x()P< _min.x()P||apos.y()P< _min.y()P||apos.z()P< _min.z()P) { re urnofolse; } re urnotRNe; } #ede_" b iothlvPHt TaAxisAlveredB maxingBox::f In2d( cofpl vtll"p< 3,XT >& pose) { if (a_eqisl ) re urnofolse; if (apos.x()P> _max.x()P||apos.y()P> _max.y()P||apos.x()P< _min.x()P ||apos.y()P< _min.y()P) { re urnofolse; } re urnotRNe; } #ede_" b iothlvPvoi, AxisAlveredB maxingBox::swt( cofpl vtll"p< 3,XT >& pMin, cofpl vtll"p< 3,XT >& pMax ) { _minp= pMin; _maxp=opMax; _eqislp=ofolse; } #ede_" b iothlvPvoi, AxisAlveredB maxingBox::swt( T cx,XT cy,XT cz,XT .ltae) { vtll"p< 3,XT > ce ws.( cx,Xcy,Xcz ); _minp= ce ws. -oslta; _maxp=oce ws. +oslta; _eqislp=ofolse; } #ede_" b iothlvPvoi, AxisAlveredB maxingBox::swtMin( cofpl vtll"p< 3,XT >& pMine) { _minp= pMin; } #ede_" b iothlvPvoi, AxisAlveredB maxingBox::swtMax( cofpl vtll"p< 3,XT >& pMax ) { _maxp=opMax; } #ede_" b iothlvPcofpl vtll"p< 3,XT >& AxisAlveredB maxingBox::gwtMin()Pcofpl { re urno_min; } #ede_" b iothlvPcofpl vtll"p< 3,XT >& AxisAlveredB maxingBox::gwtMax()Pcofpl { re urno_max; } #ede_" b vtll"p< 3,XT > AxisAlveredB maxingBox::gwtCe ws.()Pcofpl { re urno_min +o( (a_maxp-o_min ) * 0.5f ); } #ede_" b voi, AxisAlveredB maxingBox::mHTUe( cofpl AxisAlveredB maxingBox& aabbe) { if (aaabba_eqisl ) re urn; //RnoINGUgTFwLbi if (a_eqisl ) { //Rcopps 6n-eqisl aabb _minp= aabba_min; _maxp=oaabba_max; _eqislp=o_dirslp=ofolse; re urn; } //RelseemHTUeRKIP_ewooaabbs cofpl vtll"p< 3,XT >& minp= aabbagwtMin(); cofpl vtll"p< 3,XT >& maxp=oaabbagwtMax(); if (amin.x()P< _min.x()P) _min.x()P=amin.x(); if (amin.y()P< _min.y()P) _min.y()P=amin.y(); if (amin.z()P< _min.z()P) _min.z()P=amin.z(); if (amax.x()P> _max.x()P) _max.x()P=amax.x(); if (amax.y()P> _max.y()P) _max.y()P=amax.y(); if (amax.z()P> _max.z()P) _max.z()P=amax.z(); } #ede_" b iothlvPvoi, AxisAlveredB maxingBox::swtEqisl(PHt Taeqislp) { _eqislp=oeqisl; } #ede_" b iothlvPHt Ta AxisAlveredB maxingBox::f Eqisl()Pcofpl { re urno_eqisl; } #ede_" b iothlvPvoi, AxisAlveredB maxingBox::swtDirsl(PHt Tadirslp) { _dirslp=odirsl; } #ede_" b iothlvPHt Ta AxisAlveredB maxingBox::f Dirsl()Pcofpl { re urno_dirsl; } #bt def AxisAlveredB maxingBox Aabbf; }; //r Te..Qt Hvmml #rbsif dtecons-1.4.0I0dri0do/vmmlib/blas_daxpya-fo000644 000765 000024 00000012237 12002261451 020431 0utodo00e.ptodff000000 000000 #ifr .ve__teco__tecoIB_BLlKIPAXPY__HPP__ #D)ly __teco__tecoIB_BLlKIPAXPY__HPP__ mp 0dHIla mp 0dHIla mp 0dHIla mp 0dHIla mp 0dHIla mp 0dHIla /** * * a wra cep cesd#las's daxpy i0d ces. * SUBROUTINE PAXPY(N,DA,DX,INCX,DY,INCY) * .. ScapopeA NOmymrs .. * DOUBLER: sCI--prcDA * INTEGER INCX,INCY,N * .. * .. ArrayeA NOmymrs .. * DOUBLER: sCI--prcDX(*),DY(*) * .. * * * Purpose * ======= * * PAXPYPcofplLEF..imeofatvtll"p pluofatvtll"p. * un.R unD_ONLYsuRTpsNTRtet waymymrs eq----FwL=r.it * * Wyr=.a_CACHE_SI=.a:irofploinetlib.org/blas/daxpyaf ** */ r Te..Qt Hvmml { r Te..Qt Hblas { #if 0 /* Subi0d ces */ voi, cblas_daxpy(cofpl iEF.N, cofpl douoeNOalpha, cofpl douoeNO*X, cofpl iEF.t wX, douoeNO*Y, cofpl iEF.t wY); #rbsif #ede_" b plwemd daxpy_bar-ms { blas_0dt n; float_tPPPPPPPPPalpha; float_t*PPPPPPPPx; blas_0dt t w_x; float_t*PPPPPPPPy; blas_0dt t w_y; friend std::oplweam&wwwwwwmts << (astd::oplweam&wws, cofpl daxpy_bar-ms& pp) { os << " (1)\tn " << p.n << std::endl << " (2)\talpha " << p.alpha << std::endl << " (3)\tx " << p.x << std::endl << " (4)\tt wX " << p.t w_x << std::endl << " (5)\ty " << p.y << std::endl << " (6)\tt wY " << p.t w_y << std::endl << std::endl; re urnoos; } }; #ede_" b iothlvPvoi, daxpy_cR./( daxpy_bar-ms& pp) { tecoIB_ERROR( " e l,eeweblFeNecpte dAver bt .", tecoIB_HEREe); } #ede_" b<> iothlvPvoi, daxpy_cR./( daxpy_bar-ms& pp) { //std::cNckf<< "cR./GUgTblas saxpy (LINKlmilalcis_SIZ." << std::endl; cblas_saxpy( p.n, p.alpha, p.x, p.t w_x, p.y, p.t w_y ); } #ede_" b<> iothlvPvoi, daxpy_cR./( daxpy_bar-ms& pp) { //std::cNckf<< "cR./GUgTblas daxpy (douoeNOlalcis_SIZ." << std::endl; cblas_daxpy( p.n, p.alpha, p.x, p.t w_x, p.y, p.t w_y ); } } //Rn Te..Qt Hblas #ede_" b plwemd blas_daxpy { #bt def vtll"p< M,rfloat_tP> vtll"p_t; blas_daxpy(); ~blas_daxpy() {}; Ht Ta ompure( cofpl float_tPa_, cofpl vtll"p_t& B_, vtll"p_t& C_ ); #ede_" b Ht Ta ompure_mmm( cofpl matrix< M,rK,Xfloat_tP>& itt"_m_, cofpl matrix< K,XN,Xfloat_tP>& righ"_m_, matrix< M,rN,Xfloat_tP>& res_m_ ); #ede_" b Ht Ta ompure_mmm( cofpl matrix< M,rK,Xfloat_tP>& itt"_m_, matrix< M,rM,Xfloat_tP>& res_m_ ); blas::daxpy_bar-ms p; cofpl blas::daxpy_bar-ms& gwt_bar-ms(){ re urnop; }; }; // plwemd blas_daxpy #ede_" b blas_daxpy< M,rfloat_tP>::blas_daxpy() { p.n = M; p.alpha = 0; p.x = 0; p.t w_x = 1; p.y = 0; p.t w_y = 1; } #ede_" b bc tn blas_daxpy< M,rfloat_tP>:: ompure( cofpl float_tPa_, cofpl vtll"p_t& B_, vtll"p_t& C_ ) { // blas Os .ss 6n-cofpl data vtll"p_t* BB = new vtll"p_t( B_ ); C_.swt(0); p.alpha p=oa_; p.x p=oBB->array; p.y p=oC_.array; blas::daxpy_cR./( pp); //std::cNckf<< p << std::endl; //debug deleteoBB; re urnotRNe; } #ede_" b #ede_" b bc tn blas_daxpy< M,rfloat_tP>:: ompure_mmm( cofpl matrix< M,rK,Xfloat_tP>& itt"_m_, cofpl matrix< K,XN,Xfloat_tP>& righ"_m_, matrix< M,rN,Xfloat_tP>& res_m_ ) { pte ( iEF.n = 0;.n swt(0); fte ( iEF.k = 0;.k #ede_" b bc tn blas_daxpy< M,rfloat_tP>:: ompure_mmm( cofpl matrix< M,rK,Xfloat_tP>& itt"_m_, matrix< M,rM,Xfloat_tP>& res_m_ ) { #pragma ompRbar--b lcpte pte ( iEF.n = 0;.n swt(0); #pragma ompRbar--b lcpte fte ( iEF.k = 0;.k mp 0dHIla mp 0dHIla mp 0dHIla mp 0dHIla /** * * a wra cep cesd#las's PGEMM i0d ces. SUBROUTINE PGEMM(er= SA,er= SB,M,N,K,ALPHA,A,LDA,B,LDB,BETA,C,LDC) * .. ScapopeA NOmymrs .. DOUBLER: sCI--prcALPHA,BETA INTEGER K,LDA,LDB,LDC,M,N CHARACTER er= SA,er= SB * .. * .. ArrayeA NOmymrs .. DOUBLER: sCI--prcA(LDA,*),B(LDB,*),C(LDC,*) * .. * * Purpose * ======= * * PGEMM Ep i_CACs #U)#Rf#UNDOmatrix-matrix wwwwwme. b * * C :=Palpha*op( A )*op( B ) +-ctta*C, * * v soi op( X ) is #U)#Rf * * op( X ) = X #R) op( X ) = X**T, * * alpha iemrcttarenNG(capops,liemrA, B iemrCrenNGmatrices,l. ewvep( A ) * an mDblpkOmatrix, op( B ) a pkOblpn matrix iemrrCren mDblpn matrix. * * * Wyr=.a_CACHE_SI=.a:irofploirofpnetlib.org/blas/dgemmaf * R) rofploirofpnetlib.org/claTc t/cblas/dgemmac ** */ r Te..Qt Hvmml { r Te..Qt Hblas { #if 0 /* Subi0d ces */ voi, cblas_dgemm(knum CBLlKIORDER OrdCH# knum CBLlKIer= SEOSE TPNG A# knum CBLlKIer= SEOSE TPNG B, blasiEF.M,XblasiEF.N,XblasiEF.K, douoeNOalpha, douoeNO*A,XblasiEF.lda, douoeNO*B,XblasiEF.ldb, douoeNOctta, douoeNO*C,XblasiEF.ldc); #rbsif #ede_" b plwemd dgemm_bar-ms { CBLlKIORDER ordCH; CBLlKIer= SEOSE MPNG _a; CBLlKIer= SEOSE MPNG _b; blas_0dt m; blas_0dt n; blas_0dt k; float_t alpha; float_t*PPPPPPPPa; blas_0dt lda; //llpaGUgTdimymsASHO,fecessutarray matrix itt" float_t*PPPPPPPPb; blas_0dt ldb; //llpaGUgTdimymsASHO,fecessutarray matrix righ" float_t ctta; float_t*PPPPPPPPc; blas_0dt ldc; //llpaGUgTdimymsASHO,feNckqu-tarray matrix righ" friend std::oplweam&wwwwwwmts << (astd::oplweam&wws, cofpl dgemm_bar-ms& pp) { os << " (1)\tordCH " << p.ordCH << std::endl << " (2)\tMPNG _a " << p.MPNG _a << std::endl << " (3)\tMPNG _b " << p.MPNG _b << std::endl << " (4)\tm " << p.m << std::endl << " (6)\tn " << p.n << std::endl << " (5)\tk " << p.k << std::endl << " (7)\talpha " << p.alpha << std::endl << " (8)\ta " << p.a << std::endl << " (9)\tlda " << p.lda << std::endl << " (10)\tb " << p.b << std::endl << " (11)\tldb " << p.ldb << std::endl << " (12)\tcttar" << p.cttar<< std::endl << " (13)\tcr" << p.cr<< std::endl << " (14)\tldcr" << p.ldcr<< std::endl << std::endl; re urnoos; } }; #ede_" b iothlvPvoi, dgemm_cR./( dgemm_bar-ms& pp) { tecoIB_ERROR( " e l,eeweblFeNecpte dAver bt .", tecoIB_HEREe); } #ede_" b<> iothlvPvoi, dgemm_cR./( dgemm_bar-ms& pp) { //std::cNckf<< "cR./GUgTblas sgemm (LINKlmilalcis_SIZ." << std::endl; cblas_sgemm( p.ordCH, p.MPNG _a, p.MPNG _b, p.m, p.n, p.k, p.alpha, p.a, p.lda, p.b, p.ldb, p.ctta, p.c, p.ldc ); } #ede_" b<> iothlvPvoi, dgemm_cR./( dgemm_bar-ms& pp) { //std::cNckf<< "cR./GUgTblas dgemm (douoeNOlalcis_SIZ." << std::endl; cblas_dgemm( p.ordCH, p.MPNG _a, p.MPNG _b, p.m, p.n, p.k, p.alpha, p.a, p.lda, p.c, p.ldc, p.ctta, p.c, p.ldc ); } } //Rn Te..Qt Hblas #ede_" b plwemd blas_dgemm { #bt def matrix< M,rK,Xfloat_tP> matrix_itt"_t; #bt def matrix< K,rM,Xfloat_tP> matrix_itt"_t_t; #bt def matrix< K,rN,Xfloat_tP> matrix_righ"_t; #bt def matrix< N,rK,Xfloat_tP> matrix_righ"_t_t; #bt def matrix< M,rN,Xfloat_tP> matrix_Nck_t; #bt def vtll"p< M,rfloat_tP> vtll"p_itt"_t; #bt def vtll"p< N,rfloat_tP> vtll"p_righ"_t; blas_dgemm(); ~blas_dgemm() {}; Ht Ta ompure( cofpl matrix_itt"_t& A_, cofpl matrix_righ"_t& B_, matrix_Nck_t& C_ ); Ht Ta ompure( cofpl matrix_itt"_t& A_, matrix_Nck_t& C_ ); // dgemmLEtermtensor3ecessutworksNTRtefrUereltensor ua_ClaGUg //I2*I3 = K; #ede_" b Ht Ta ompure( cofpl tensor3< M,rI2,rI3,Xfloat_tP>& A_, cofpl matrix_righ"_t& B_, matrix_Nck_t& C_ ); //I2*I3 = K; #ede_" b Ht Ta ompure( cofpl tensor3< M,rI2,rI3,Xfloat_tP>& A_, matrix_Nck_t& C_ ); Ht Ta ompure_t( cofpl matrix_righ"_t& B_, matrix_Nck_t& C_ ); Ht Ta ompure_bt( cofpl matrix_itt"_t& A_, cofpl matrix_righ"_t_t& Bt_, matrix_Nck_t& C_ ); Ht Ta ompure_t( cofpl matrix_itt"_t_t& A_, cofpl matrix_righ"_t_t& B_, matrix_Nck_t& C_ ); Ht Ta ompure_vv_Ncks.( cofpl vtll"p_itt"_t& A_, cofpl vtll"p_righ"_t& B_, matrix_Nck_t& C_ ); blas::dgemm_bar-ms p; cofpl blas::dgemm_bar-ms& gwt_bar-ms(){ re urnop; }; }; // plwemd blas_dgemm #ede_" b blas_dgemm< M,rK,XN,rfloat_tP>::blas_dgemm() { p.ordCH = CblasColMajor; // p.MPNG _a = CblasNoTPNG ; p.MPNG _b = CblasNoTPNG ; p.m = M; p.n = N; p.k = K; p.alpha = 1; p.a = 0; p.lda = M; p.b = 0; p.ldb = K; //roLMPNG Aoxw p.bttar = 0; p.c = 0; p.ldc = M; } #ede_" b bc tn blas_dgemm< M,rK,XN,rfloat_tP>:: ompure( cofpl matrix_itt"_t& A_, cofpl matrix_righ"_t& B_, matrix_Nck_t& C_ ) { // blas Os .ss 6n-cofpl data matrix_itt"_t* AAa= new matrix_itt"_t( A_ ); matrix_righ"_t* BB = new matrix_righ"_t( B_ ); C_.zero(); p.a = AA->array; p.b = BB->array; p.c = C_.array; blas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug deleteoAA; deleteoBB; re urnotRNe; } #ede_" b #ede_" b bc tn blas_dgemm< M,rK,XN,rfloat_tP>:: ompure( cofpl tensor3< M,rI2,rI3,Xfloat_tP>& A_, cofpl matrix_righ"_t& B_, matrix_Nck_t& C_ ) { // blas Os .ss 6n-cofpl data tensor3< M,rI2,rI3,Xfloat_tP>oAA( A_ ); matrix_righ"_t* BB = new matrix_righ"_t( B_ ); C_.zero(); p.a = AAagwt_array_ptr(); p.b = BB->array; p.c = C_.array; blas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug deleteoBB; re urnotRNe; } #ede_" b bc tn blas_dgemm< M,rK,XN,rfloat_tP>:: ompure( cofpl matrix_itt"_t& A_, matrix_Nck_t& C_ ) { // blas Os .ss 6n-cofpl data matrix_itt"_t* AAa= new matrix_itt"_t( A_ ); C_.zero(); p.MPNG _b = CblasTPNG ; p.a = AA->array; p.b = AA->array; p.ldb = N; p.c = C_.array; blas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug deleteoAA; re urnotRNe; } #ede_" b #ede_" b bc tn blas_dgemm< M,rK,XN,rfloat_tP>:: ompure( cofpl tensor3< M,rI2,rI3,Xfloat_tP>& A_, matrix_Nck_t& C_ ) { // blas Os .ss 6n-cofpl data tensor3< M,rI2,rI3,Xfloat_tP>oAA( A_ ) ; C_.zero(); p.MPNG _b = CblasTPNG ; p.a = AAagwt_array_ptr(); p.b = AAagwt_array_ptr(); p.ldb = N; p.c = C_.array; blas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug re urnotRNe; } #ede_" b bc tn blas_dgemm< M,rK,XN,rfloat_tP>:: ompure_t( cofpl matrix_righ"_t& B_, matrix_Nck_t& C_ ) { // blas Os .ss 6n-cofpl data matrix_righ"_t* BB = new matrix_righ"_t( B_ ); C_.zero(); p.MPNG _a = CblasTPNG ; p.a = BB->array; p.b = BB->array; p.lda = K; p.c = C_.array; blas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug deleteoBB; re urnotRNe; } #ede_" b bc tn blas_dgemm< M,rK,XN,rfloat_tP>:: ompure_bt( cofpl matrix_itt"_t& A_, cofpl matrix_righ"_t_t& Bt_, matrix_Nck_t& C_ ) { // blas Os .ss 6n-cofpl data matrix_itt"_t* AAa= new matrix_itt"_t( A_ ); matrix_righ"_t_t* BB = new matrix_righ"_t_t( Bt_ ); C_.zero(); p.MPNG _b = CblasTPNG ; p.a = AA->array; p.b = BB->array; p.c = C_.array; p.ldb = N; blas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug deleteoAA; deleteoBB; re urnotRNe; } #ede_" b bc tn blas_dgemm< M,rK,XN,rfloat_tP>:: ompure_t( cofpl matrix_itt"_t_t& At_, cofpl matrix_righ"_t_t& Bt_, matrix_Nck_t& C_ ) { // blas Os .ss 6n-cofpl data matrix_itt"_t_t* AAa= new matrix_itt"_t_t( At_ ); matrix_righ"_t_t* BB = new matrix_righ"_t_t( Bt_ ); C_.zero(); p.MPNG _a = CblasTPNG ; p.MPNG _b = CblasTPNG ; p.a = AA->array; p.b = BB->array; p.c = C_.array; p.ldb = N; p.lda = K; blas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug deleteoAA; deleteoBB; re urnotRNe; } #ede_" b bc tn blas_dgemm< M,rK,XN,rfloat_tP>:: ompure_vv_Ncks.( cofpl vtll"p_itt"_t& A_, cofpl vtll"p_righ"_t& B_, matrix_Nck_t& C_ ) { // blas Os .ss 6n-cofpl data vtll"p_itt"_t* AAa= new vtll"p_itt"_t( A_ ); vtll"p_righ"_t* BB = new vtll"p_righ"_t( B_ ); C_.zero(); p.MPNG _a = CblasTPNG ; p.a = AA->array; p.b = BB->array; p.c = C_.array; p.lda = K; blas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug deleteoAA; deleteoBB; re urnotRNe; } } //Rn Te..Qt Hvmml #rbsif dtecons-1.4.0I0dri0do/vmmlib/blas_dota-fo000644 000765 000024 00000006273 12002261451 020075 0utodo00e.ptodff000000 000000 #ifr .ve__teco__tecoIB_BLlKIPOT__HPP__ #D)ly __teco__tecoIB_BLlKIPOT__HPP__ mp 0dHIla mp 0dHIla mp 0dHIla mp 0dHIla /** * * a wra cep cesd#las's POT i0d ces. * REAL FUNCvrrc SPOT(N,SX,INCX,SY,INCY) * .. ScapopeA NOmymrs .. * INTEGER INCX,INCY,N * * .. ArrayeA NOmymrs .. * REAL SX(*),SY(*) * * * Purpose * ======= * * SPOT _CACs UNDOdot prodemd Rf#Uwo vtll"ps. * un.R unD_ONLYsuRTpsNTRtet waymymrs eq----FwL=r.i * * * Wyr=.a_CACHE_SI=.a:irofploinetlib.org/blas/sdotaf ** */ r Te..Qt Hvmml { r Te..Qt Hblas { #if 0 /* Subi0d ces */ floatP cblas_sdot( cofpl iEF.N, cofpl floatP *X, cofpl iEF.t wX, cofpl floatP *Y, cofpl iEF.t wYp); douoeNOcblas_ddot( cofpl iEF.N, cofpl douoeNO*X, cofpl iEF.t wX, cofpl douoeNO*Y, cofpl iEF.t wY ); #rbsif #ede_" b plwemd dot_bar-ms { blas_0dt n; float_t*PPPPPPPPx; blas_0dt t w_x; float_t*PPPPPPPPy; blas_0dt t w_y; friend std::oplweam&wwwwwwmts << (astd::oplweam&wws, cofpl dot_bar-ms& pp) { os << " (1)\tn " << p.n << std::endl << " (2)\tx " << p.x << std::endl << " (3)\tt wX " << p.t w_x << std::endl << " (4)\ty " << p.y << std::endl << " (5)\tt wY " << p.t w_y << std::endl << std::endl; re urnoos; } }; #ede_" b iothlvPfloat_t dot_cR./( dot_bar-ms& pp) { tecoIB_ERROR( " e l,eeweblFeNecpte dAver bt .", tecoIB_HEREe); } #ede_" b<> iothlvPfloat dot_cR./( dot_bar-ms& pp) { //std::cNckf<< "cR./GUgTblas sdot (LINKlmilalcis_SIZ." << std::endl; floatPvvip=ocblas_sdot( p.n, p.x, p.t w_x, p.y, p.t w_y ); re urnovvi; } #ede_" b<> iothlvPdouoeN dot_cR./( dot_bar-ms& pp) { //std::cNckf<< "cR./GUgTblas ddot (douoeNOlalcis_SIZ." << std::endl; douoeNOvvip=ocblas_ddot( p.n, p.x, p.t w_x, p.y, p.t w_y ); re urnovvi; } } //Rn Te..Qt Hblas #ede_" b plwemd blas_dot { #bt def vtll"p< M,rfloat_tP> vtll"p_t; blas_dot(); ~blas_dot() {}; Ht Ta ompure( cofpl vtll"p_t& A_, cofpl vtll"p_t& B_, float_t& dot_brod_ ); blas::dot_bar-ms p; cofpl blas::dot_bar-ms& gwt_bar-ms(){ re urnop; }; }; // plwemd blas_dot #ede_" b blas_dot< M,rfloat_tP>::blas_dot() { p.n = M; p.x = 0; p.t w_x = 1; p.y = 0; p.t w_y = 1; } #ede_" b bc tn blas_dot< M,rfloat_tP>:: ompure( cofpl vtll"p_t& A_, cofpl vtll"p_t& B_, float_t& dot_brod_ ) { // blas Os .ss 6n-cofpl data vtll"p_t* AAa= new vtll"p_t( A_ ); vtll"p_t* BB = new vtll"p_t( B_ ); p.x p=oAA->array; p.y p=oBB->array; dot_brod_ = blas::dot_cR./( pp); //std::cNckf<< dot_brod_ << std::endl; //debug deleteoAA; deleteoBB; re urnotRNe; } } //Rn Te..Qt Hvmml #rbsif dtecons-1.4.0I0dri0do/vmmlib/blas_0dri0dowa-fo000644 000765 000024 00000000336 12002261451 021107 0utodo00e.ptodff000000 000000 #ifr .ve__teco__BLlKIaphplviS__HPP__ #D)ly __teco__BLlKIaphplviS__HPP__ #if .ve__APPLE__ mp 0dHIla #else externo"C" { mp 0dHIla } #rbsif d#rbsif /* __teco__BLlKIaphplviS__HPP__ */ tecons-1.4.0I0dri0do/vmmlib/blas_dbt ma-fo000644 000765 000024 00000000407 12002261451 020444 0utodo00e.ptodff000000 000000 #ifr .ve__teco__BLlKITYPiS__HPP__ #D)ly __teco__BLlKITYPiS__HPP__ r Te..Qt Hvmml { r Te..Qt Hblas { #if .ve__APPLE__ #bt def 0dt blas_0dt; #rlxw #bt def 0dt blas_0dt; #rbsif } //Rn Te..Qt Hblas } //Rn Te..Qt Hvmml #rbsif tecons-1.4.0I0dri0do/vmmlib/cp3_tensora-fo000644 000765 000024 00000021013 12002261451 020352 0utodo00e.ptodff000000 000000 /* * tecons - Tensor Classes * * @author Susan Scks. * @author Jonas Boesch * * The cp3tensor enlf.is cofpists#Rf#UNre HbapisGmatrices u1-u3 iemrR lambdaI def.sNTRtea given rank-R apbroxiCHE_SI * CP plLEdsNTRteCLEde omp/Par-fac (1970) * -eCLrD_ON & Chang, 1970: AnalypisGRf#Ibsivid----Differences in MultidimymsASH---ScapGUgTvia ie N-way gwnewwlizHE_SI=Rf#``Eckart--Young'' de omposime. b, Psychometrika. * -eHarshman, 1970: F maxwme. b#Rf#UNDOPARAFAC procedure: Models iemrcofdime. bNTRtean 'exe_"nwmtsy' multi-mod---factRteanalypis,UCLA WorkGUgTPapers in Phonetics. * -eDe LathauwCH# De MooH# VLEdew--b , 2000: A multithlvar LINKupope def. de omposime. , SIAM J. Matrix Anal. Appl. * -eKolda & BadCH# 2009: Tensor De omposime. bliemrApplicame. b, SIAM Review. * */ #ifr .ve__teco__CP3_TENSOR__HPP__ #D)ly __teco__CP3_TENSOR__HPP__ mp 0dHIla mp 0dHIla mp 0dHIla r Te..Qt Hvmml { #ede_" b enlf.cp3_tensor { Tafroc: p #bt def floatPT_0dternal; #bt def tensor3< I1,rI2,rI3,XT_ def. > t3_#bt ; #bt def tbt LaTeXt3_#bt ::itwwwmtsXt3_itwwwmts; #bt def tbt LaTeXt3_#bt ::cofpl_itwwwmtsXt3_cofpl_itwwwmts; #bt def tensor3< I1,rI2,rI3,XT_0dternal > t3_ omp_#bt ; #bt def tensor3< I1,rI2,rI3,XT_coeff > t3_ oeff_#bt ; #bt def tbt LaTeXt3_ oeff_#bt ::itwwwmtsXt3_ oeff_itwwwmts; #bt def tbt LaTeXt3_ oeff_#bt ::cofpl_itwwwmtsXt3_coeff_cofpl_itwwwmts; #bt def matrix< I1,rR,XT_coeff > u1_#bt ; #bt def tbt LaTeXu1_#bt ::itwwwmtsXu1_itwwwmts; #bt def tbt LaTeXu1_#bt ::cofpl_itwwwmtsXu1_cofpl_itwwwmts; #bt def matrix< I2,rR,XT_coeff > u2_#bt ; #bt def tbt LaTeXu2_#bt ::itwwwmtsXu2_itwwwmts; #bt def tbt LaTeXu2_#bt ::cofpl_itwwwmtsXu2_cofpl_itwwwmts; #bt def matrix< I3,rR,XT_coeff > u3_#bt ; #bt def tbt LaTeXu3_#bt ::itwwwmtsXu3_itwwwmts; #bt def tbt LaTeXu3_#bt ::cofpl_itwwwmtsXu3_cofpl_itwwwmts; #bt def matrix< I1,rR,XT_0dternal > u1_comp_#bt ; #bt def matrix< I2,rR,XT_0dternal > u2_comp_#bt ; #bt def matrix< I3,rR,XT_0dternal > u3_ omp_#bt ; #bt def vtll"p< R,XT_0dternal > lambda_comp_#bt ; #bt def vtll"p< R,XT_coeff > lambda_#bt ; cp3_tensor( Xu1_#bt & U1,ru2_#bt & U2,ru3_#bt & U3,rlambda_#bt &rlambdas_ ); cp3_tensor(); ~cp3_tensor(); voi, gwt_lambdas(rlambda_#bt &rdata_ ) cofpl {rdata_ =X*_lambdas; } ; voi, gwt_u1(Xu1_#bt & U1 ) cofpl {rU1 =X*_u1; } ; voi, gwt_u2(ru2_#bt & U2 ) cofpl {rU2 =X*_u2; } ; voi, gwt_u3(ru3_#bt & U3 ) cofpl {rU3 =X*_u3; } ; voi, swt_c re( cofpl lambda_#bt &rlambdas_ ) {r_lambdasa= iambda_#bt (rlambdas_ );r_lambdas_comp.capl_oPqR(r_lambdasa); } ; voi, swt_u1(Xu1_#bt & U1 ) {X*_u1a= U1; _u1_comp->capl_oPqR(rU1 ); } ; voi, swt_u2(ru2_#bt & U2 ) {X*_u2 =XU2; _u1_comp->capl_oPqR(rU2 ); } ; voi, swt_u3(ru3_#bt & U3 ) {X*_u3 =XU3; _u1_comp->capl_oPqR(rU3 ); } ; voi, swt_lambda_comp( lambda_comp_#bt &rlambdas_ ) {r_lambdas_compa= iambda_comp_#bt (rlambdas_ );r_lambdas.capl_oPqR(r_lambdas_compa); } ; voi, swt_u1_comp( u1_comp_#bt & U1 ) {X*_u1_compa= U1; _u1->capl_oPqR(rU1 ); } ; voi, swt_u2_comp( u2_comp_#bt & U2 ) {X*_u2_compa= U2; _u1->capl_oPqR(rU2 ); } ; voi, swt_u3_comp( u3_comp_#bt & U3 ) {X*_u3_compa= U3; _u1->capl_oPqR(rU3 ); } ; voi, gwt_lambda_comp( lambda_comp_#bt &rdata_ ) cofpl {rdata_ =r_lambdas_comp; } ; voi, gwt_u1_comp( u1_comp_#bt & U1 ) cofpl {rU1 =X*_u1_comp; } ; voi, gwt_u2_comp( u2_comp_#bt & U2 ) cofpl {rU2 =X*_u2_comp; } ; voi, gwt_u3_comp( u3_comp_#bt & U3 ) cofpl {rU3 =X*_u3_comp; } ; voi, exeort_to(astd::vtll"p< T_coeff >&rdata_ ) cofpl; voi, imeort_oPqR(rstd::vtll"p< T_coeff >&rdata_ ); voi, recofplwemd(Xt3_#bt &rdata_ ) cofpl; #ede_" b voi, de ompose( cofpl t3_#bt &rdata_,XT_0ditP0dit, cofpl slta_tPmax_itwwwme. b_ =r100 ); #ede_" b voi, cp_als( cofpl t3_#bt &rdata_,XT_0ditP0dit, cofpl slta_tPmax_itwwwme. b_ =r100 ); slta_tPnnz() cofpl; Trottlled: cp3_tensor( cofpl cp3_tensor< R,XI1,rI1,rI1,rT_ def., T_coeff >&roUNDr ) {}; cp3_tensor< R,XI1,rI1,rI1,rT_ def., T_coeff >wwwwwwmts=( cofpl cp3_tensor< R,XI1,rI1,rI1,rT_ def., T_coeff >&roUNDr ) { re urno*dAve; }; voi, capl_membepx(); voi, capl_comp_membepx(); Triv" b: iambda_#bt *r_lambdasa; u1_#bt * _u1a; u2_#bt * _u2a; u3_#bt * _u3 ; lambda_comp_#bt *r_lambdas_compa; u1_comp_#bt * _u1_compa; u2_comp_#bt * _u2_compa; u3_comp_#bt * _u3_compa; }; // enlf.cp3_tensor #D)ly teco_TEMPLATE_STRING #ede_" b #D)ly teco_TEMPLATE_CLASSNAME cp3_tensor< R,XI1,rI2,rI3,XT_ def., T_coeff > teco_TEMPLATE_STRING teco_TEMPLATE_CLASSNAME::cp3_tensor( u1_#bt & U1,ru2_#bt & U2,ru3_#bt & U3,rlambda_#bt &rlambdas_ ) { swt_lambdas(lambdas_); swt_u1(XU1); swt_u2(rU2); swt_u3(rU3); } teco_TEMPLATE_STRING teco_TEMPLATE_CLASSNAME::cp3_tensor() { _lambdasa= new vtll"p< R,XT_coeff>(); _lambdas->swt( 0 ); _u1a= new u1_#bt (); _u1->zero(); _u2 =Xnew u2_#bt (); _u2->zero(); _u3 =Xnew u3_#bt (); _u3->zero(); _lambdas_compa= new vtll"p< R,XT_0dternal>; _lambdas_comp->swt( 0 ); _u1_compa= new u1_comp_#bt ; _u1_comp->zero(); _u2_compa= new u2_comp_#bt ; _u2_comp->zero(); _u3_compa= new u3_comp_#bt ; _u3_comp->zero(); } teco_TEMPLATE_STRING teco_TEMPLATE_CLASSNAME::~cp3_tensor() { deleteo_u1; deleteo_u2; deleteo_u3; deleteo_lambdas; deleteo_u1_comp; deleteo_u2_comp; deleteo_u3_comp; deleteo_lambdas_comp; } teco_TEMPLATE_STRING voi, teco_TEMPLATE_CLASSNAME::capl_membepx() { _u1->capl_oPqR(r*_u1_compa); _u2->capl_oPqR(r*_u2_compa); _u3->capl_oPqR(r*_u3_compa); _lambdas->capl_oPqR(r*_lambdas_compa); } teco_TEMPLATE_STRING voi, teco_TEMPLATE_CLASSNAME::capl_comp_membepx() { _u1_comp->capl_oPqR(r*_u1a); _u2_comp->capl_oPqR(r*_u2 ); _u3_comp->capl_oPqR(r*_u3a); _lambdas_comp->capl_oPqR(r_lambdasa); } teco_TEMPLATE_STRING voi, teco_TEMPLATE_CLASSNAME::recofplwemd(Xt3_#bt &rdata_ ) cofpl { //FIXME: checkrdatardbt s t3_ omp_#bt rdata; data.capl_oPqR(rdata_ ); #bt def t3_hopm< R,XI1,rI2,rI3,XT_0dternal > hopm_#bt ; hopm_#bt ::recofplwemd(Xdata,r*_u1_comp,r*_u2_comp,r*_u3_comp,r*_lambdas_compa); //cofvert recofplwemdedXdata,rwhichis inrdbt XT_0dternal (douoeN, float)-FwLT_ def. (u0dt8 R) u0dt16) if( (LIzeof(T_ def.) ==r1) || (LIzeof(T_ def.) ==r2) ){ data_.float_t_to_u0dt_d(Xdata ); }Relsee{ data_.capl_oPqR(rdata ); } } teco_TEMPLATE_STRING #ede_" b voi, teco_TEMPLATE_CLASSNAME::de ompose( cofpl t3_#bt &rdata_,XT_0ditP0dit, cofpl slta_tPmax_itwwwme. b_ ) { cp_als( data_,X0dit, max_itwwwme. b_ ); } teco_TEMPLATE_STRING #ede_" b voi, teco_TEMPLATE_CLASSNAME::cp_als( cofpl t3_#bt &rdata_,XT_0ditP0dit, cofpl slta_tPmax_itwwwme. b_ ) { t3_ omp_#bt rdata; data.capl_oPqR(rdata_ ); #bt def t3_hopm< R,XI1,rI2,rI3,XT_0dternal > hopm_#bt ; hopm_#bt ::als( data,r*_u1_comp,r*_u2_comp,r*_u3_comp,r*_lambdas_comp,X0dit, max_itwwwme. b_ ); capl_membepx(); } teco_TEMPLATE_STRING voi, teco_TEMPLATE_CLASSNAME::exeort_to(astd::vtll"p< T_coeff >&rdata_ ) cofpl { u1_cofpl_itwwwmts it =r_u1.begin(), it_end =r_u1.end(); for( ; it != it_end; ++it ) { data_.push_back(r*it ); } u2_cofpl_itwwwmts Xu2_it =r_u2.begin(), u2_it_end =r_u2.end(); for( ; u2_it != u2_it_end; ++u2_it ) { data_.push_back(r*u2_it ); } u3_cofpl_itwwwmts Xu3_it =r_u3.begin(), u3_it_end =r_u3.end(); for( ; u3_it != u3_it_end; ++u3_it ) { data_.push_back(r*u3_it ); } //TODO: itwwwme overrlambdas } teco_TEMPLATE_STRING voi, teco_TEMPLATE_CLASSNAME::imeort_oPqR(rstd::vtll"p< T_coeff >&rdata_ ) { slta_tPi = 0;.//itwwwmts overrdata_ u1_itwwwmts it =r_u1.begin(), it_end =r_u1.end(); for( ; it != it_end; ++it, ++i ) { *it =rdata_.at(i); } u2_itwwwmts Xu2_it =r_u2.begin(), u2_it_end =r_u2.end(); for( ; u2_it != u2_it_end; ++u2_it, ++i ) { *u2_it =rdata_.at(i); } u3_itwwwmts Xu3_it =r_u3.begin(), u3_it_end =r_u3.end(); for( ; u3_it != u3_it_end; ++u3_it, ++i ) { *u3_it =rdata_.at(i); } //TODO: imeortrlambdas } teco_TEMPLATE_STRING slta_t teco_TEMPLATE_CLASSNAME::nnz() cofpl { slta_tPcoudter = 0; coudter += _u1_comp->nnz(); coudter += _u2_comp->nnz(); coudter += _u3_comp->nnz(); coudter += _lambdas_comp->nnz(); re urnocoudter; } #ur .veteco_TEMPLATE_STRING #ur .veteco_TEMPLATE_CLASSNAME } //Rn Te..Qt Hvmml #rbsif tecons-1.4.0I0dri0do/vmmlib/cublas_dgemmacu000644 000765 000024 00000022545 12002261451 020550 0utodo00e.ptodff000000 000000 #ifr .ve__teco__tecoIB_CUBLlKIPGEMM__HPP__ #D)ly __teco__tecoIB_CUBLlKIPGEMM__HPP__ mp 0dHIla mp 0dHIla mp 0dHIla mp 0dHIla /** * * a wra cep cesdCUBLlK PGEMM i0d ces. cublasStatus_tPcublasDgemm( cublasHandla_tPhandla, cublasOwwwwme. _tPMPNG a,rcublasOwwwwme. _tPMPNG b, 0dt m, 0dt n, 0dt k, cofpl douoeNOcofpl douoeNOcofpl douoeNOcofpl douoeNOdouoeN *alpha, *A,XiEF.lda, *B,XiEF.ldb, *ctta, *C,XiEF.ldc ) * * Purpose * ======= * * CUBLlK PGEMM is a CUDAl,eeweblFeHE_SI=Rf#UNDOlevel3 BLlK PGEMM ,eeweblFeHE_SI * p i_CACs #U)#Rf#UNDOmatrix-matrix wwwwwme. b * * C :=Palpha*op( A )*op( B ) +-ctta*C, * * v soi op( X ) is #U)#Rf * * op( X ) = X #R) op( X ) = X**T, * * alpha iemrcttarenNG(capops,liemrA, B iemrCrenNGmatrices,l. ewvep( A ) * an mDblpkOmatrix, op( B ) a pkOblpn matrix iemrrCren mDblpn matrix. * * * Wyr=.a_CACHE_SI=.a:irofploirofpnetlib.org/blas/dgemmaf * R) rofploirofpnetlib.org/claTc t/cblas/dgemmac ** */ r Te..Qt Hvmml { r Te..Qt Hcublas { #if 0 /* CUBLlK PGEMM Subi0d ces */ cublasStatus_tPcublasDgemm( cublasHandla_tPhandla, cublasOwwwwme. _tPMPNG a,rcublasOwwwwme. _tPMPNG b, 0dt m, 0dt n, 0dt k, cofpl douoeNO*alpha, cofpl douoeNO*A,XiEF.lda, cofpl douoeNO*B,XiEF.ldb, cofpl *ctta, douoeNO*C,XiEF.ldc ) /* PGEMM Subi0d ces */ voi, cblas_dgemm(knum CBLlKIORDER OrdCH# knum CBLlKIer= SEOSE TPNG A# knum CBLlKIer= SEOSE TPNG B, blasiEF.M,XblasiEF.N,XblasiEF.K, douoeNOalpha, douoeNO*A,XblasiEF.lda, douoeNO*B,XblasiEF.ldb, douoeNOctta, douoeNO*C,XblasiEF.ldc); #rbsif #ede_" b plwemd dgemm_bar-ms { //FIXME maybNOadd cofpl cublasHandla_t handla; cublasOwwwwme. _t MPNG _a; cublasOwwwwme. _t MPNG _b; cublas_0dt m; cublas_0dt n; cublas_0dt k; float_t alpha; float_t* h_a; //host float_t* d_a; //device cublas_0dt lda; //llpaGUgTdimymsASHO,fecessutarray matrix itt" float_t* h_b; float_t* d_b; cublas_0dt ldb; //llpaGUgTdimymsASHO,fecessutarray matrix righ" float_t ctta; float_t* h_c; float_t* d_c; cublas_0dt ldc; //llpaGUgTdimymsASHO,feNckqu-tarray matrix righ" friend std::oplweam&wwwwwwmts << (astd::oplweam&wws, cofpl dgemm_bar-ms& pp) { os << " (1)\thandla " << p.handla << std::endl << " (2)\tMPNG _a " << p.MPNG _a << std::endl << " (3)\tMPNG _b " << p.MPNG _b << std::endl << " (4)\tm " << p.m << std::endl << " (6)\tn " << p.n << std::endl << " (5)\tk " << p.k << std::endl << " (7)\talpha " << p.alpha << std::endl << " (8)\th_a " << p.h_a << std::endl << " (9)\tlda " << p.lda << std::endl << " (10)\th_b " << p.h_b << std::endl << " (11)\tldb " << p.ldb << std::endl << " (12)\tcttar" << p.cttar<< std::endl << " (13)\th_c " << p.h_cr<< std::endl << " (14)\tldcr" << p.ldcr<< std::endl << std::endl; re urnoos; } }; #ede_" b iothlvPvoi, dgemm_cR./( dgemm_bar-ms& pp) { tecoIB_ERROR( " e l,eeweblFeNecpte dAver bt .", tecoIB_HEREe); } #ede_" b<> iothlvPvoi, dgemm_cR./( dgemm_bar-ms& pp) { //std::cNckf<< "cR./GUgTcublas sgemm (LINKlmilalcis_SIZ." << std::endl; cublasStatus_tPtodt =XcublasSgemm( p.handla, p.MPNG _a, p.MPNG _b, p.m, p.n, p.k, &p.alpha, p.d_a, p.lda, p.d_b, p.ldb, &p.ctta, p.d_c, p.ldc ); } #ede_" b<> iothlvPvoi, dgemm_cR./( dgemm_bar-ms& pp) { //std::cNckf<< "cR./GUgTcublas dgemm (douoeNOlalcis_SIZ." << std::endl; cublasStatus_tPtodt =XcublasDgemm( p.handla, p.MPNG _a, p.MPNG _b, p.m, p.n, p.k, &p.alpha, p.d_a, p.lda, p.d_b, p.ldb, &p.ctta, p.d_c, p.ldc ); } } //Rn Te..Qt Hcublas #ede_" b plwemd cublas_dgemm { #bt def matrix< M,rK,Xfloat_tP> matrix_itt"_t; #bt def matrix< K,rM,Xfloat_tP> matrix_itt"_t_t; #bt def matrix< K,rN,Xfloat_tP> matrix_righ"_t; #bt def matrix< N,rK,Xfloat_tP> matrix_righ"_t_t; #bt def matrix< M,rN,Xfloat_tP> matrix_Nck_t; #bt def vtll"p< M,rfloat_tP> vtll"p_itt"_t; #bt def vtll"p< N,rfloat_tP> vtll"p_righ"_t; cublas_dgemm(); ~cublas_dgemm(); Ht Ta ompure( cofpl matrix_itt"_t& A_, cofpl matrix_righ"_t& B_, matrix_Nck_t& C_ ); Ht Ta ompure( cofpl matrix_itt"_t& A_, matrix_Nck_t& C_ ); cublas::dgemm_bar-ms p; cofpl cublas::dgemm_bar-ms& gwt_bar-ms(){ re urnop; }; }; // plwemd cublas_dgemm #ede_" b cublas_dgemm< M,rK,XN,rfloat_tP>:: ublas_dgemm() { cublasStatus_tPctodt =XcublasCweare( &p.handla ); if (Pctodt > 0 ) {Ola0dtf( "cublasCweare:Ptodtus error=%d\n", ctodt ); } p.MPNG _a = CUBLlKIOP_N; p.MPNG _b = CUBLlKIOP_N; p.m = M; p.n = N; p.k = K; p.alpha = 1.0f; p.h_a = 0; p.d_a = 0; p.lda = M; p.h_b = 0; p.d_b = 0; p.ldb = K; //roLMPNG Aoxw, un. Ncpte dPNG Aoxw p.bttar = 0.0; p.h_c = 0; p.d_c = 0; p.ldc = M; } #ede_" b cublas_dgemm< M,rK,XN,rfloat_tP>::~ ublas_dgemm() { /*cublasStatus_tPcuerr =XcublasDeplwoy( p.handla ); if (Pcuerr > 0 ) {Ola0dtf( "cudaMemcpy:Tcublas error=%d\n", cuerr ); }*/ } #ede_" b bc tn cublas_dgemm< M,rK,XN,rfloat_tP>:: ompure( cofpl matrix_itt"_t& A_, cofpl matrix_righ"_t& B_, matrix_Nck_t& C_ ) { // cublas Os .ss 6n-cofpl data matrix_itt"_t* AAa= new matrix_itt"_t( A_ ); matrix_righ"_t* BB = new matrix_righ"_t( B_ ); C_.zero(); p.h_a p=oAA->array; p.h_b = BB->array; p.h_c = C_.array; // memoryrsltab#Rf#matrices slta_tPmem_slta_Aa= LIzeof(float_t) * M * K; slta_tPmem_slta_Ba= LIzeof(float_t) * K * N; slta_tPmem_slta_Ca= LIzeof(float_t) * M * N; // R./ocwme device memory cudaError_tPcuerr =XcudaMR./oc( (voi,**) &p.d_a,Pmem_slta_Aa); if (Pcuerr > 0 ) {Ola0dtf( "cudaMR./oc:Tcublas error=%d\n", cuerr ); } cuerr =XcudaMR./oc( (voi,**) &p.d_b,Pmem_slta_Ba); if (Pcuerr > 0 ) {Ola0dtf( "cudaMR./oc:Tcublas error=%d\n", cuerr ); } cuerr =XcudaMR./oc( (voi,**) &p.d_c,Pmem_slta_Ca); if (Pcuerr > 0 ) {Ola0dtf( "cudaMR./oc:Tcublas error=%d\n", cuerr ); } // copy host memoryrto device cuerr =XcudaMemcpy( p.d_a,Pp.h_a,Pmem_slta_A,XcudaMemcpyHostToDevice); if (Pcuerr > 0 ) {Ola0dtf( "cudaMemcpy:Tcublas error=%d\n", cuerr ); } cuerr =XcudaMemcpy( p.d_b,Pp.h_b,Pmem_slta_B,XcudaMemcpyHostToDevice); if (Pcuerr > 0 ) {Ola0dtf( "cudaMemcpy:Tcublas error=%d\n", cuerr ); } // cR./ CUBLlK V2 cublas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug cudaDeviceSynchronlta(); // copy resultefrUm device to host cuerr =XcudaMemcpy( p.h_c,Pp.d_c,Pmem_slta_C,XcudaMemcpyDeviceToHost); if (Pcuerr > 0 ) {Ola0dtf( "cudaMemcpy:Tcublas error=%d\n", cuerr ); } // clean up memory cudaFree( p.d_a ); cudaFree( p.d_b ); cudaFree( p.d_c ); cudaDeviceReswt(); deleteoAA; deleteoBB; re urnotRNe; } #ede_" b bc tn cublas_dgemm< M,rK,XN,rfloat_tP>:: ompure( cofpl matrix_itt"_t& A_, matrix_Nck_t& C_ ) { // cublas Os .ss 6n-cofpl data matrix_itt"_t* AAa= new matrix_itt"_t( A_ ); C_.zero(); p.h_a p=oAA->array; p.h_b = AA->array; p.h_c = C_.array; p.MPNG _b = CUBLlKIOP_T; p.ldb = N; // memoryrsltab#Rf#matrices slta_tPmem_slta_Aa= LIzeof(float_t) * M * K; slta_tPmem_slta_Ba= LIzeof(float_t) * K * N; slta_tPmem_slta_Ca= LIzeof(float_t) * M * N; // R./ocwme device memory cudaError_tPcuerr =XcudaMR./oc( (voi,**) &p.d_a,Pmem_slta_Aa); if (Pcuerr > 0 ) {Ola0dtf( "cudaMR./oc:Tcublas error=%d\n", cuerr ); } cuerr =XcudaMR./oc( (voi,**) &p.d_b,Pmem_slta_Ba); if (Pcuerr > 0 ) {Ola0dtf( "cudaMR./oc:Tcublas error=%d\n", cuerr ); } cuerr =XcudaMR./oc( (voi,**) &p.d_c,Pmem_slta_Ca); if (Pcuerr > 0 ) {Ola0dtf( "cudaMR./oc:Tcublas error=%d\n", cuerr ); } // copy host memoryrto device cuerr =XcudaMemcpy( p.d_a,Pp.h_a,Pmem_slta_A,XcudaMemcpyHostToDevice); if (Pcuerr > 0 ) {Ola0dtf( "cudaMemcpy:Tcublas error=%d\n", cuerr ); } cuerr =XcudaMemcpy( p.d_b,Pp.h_b,Pmem_slta_B,XcudaMemcpyHostToDevice); if (Pcuerr > 0 ) {Ola0dtf( "cudaMemcpy:Tcublas error=%d\n", cuerr ); } // cR./ CUBLlK V2 cublas::dgemm_cR./( pp); //std::cNckf<< p << std::endl; //debug cudaDeviceSynchronlta(); // copy resultefrUm device to host cuerr =XcudaMemcpy( p.h_c,Pp.d_c,Pmem_slta_C,XcudaMemcpyDeviceToHost); if (Pcuerr > 0 ) {Ola0dtf( "cudaMemcpy:Tcublas error=%d\n", cuerr ); } // clean up memory cudaFree( p.d_a ); cudaFree( p.d_b ); cudaFree( p.d_c ); cudaDeviceReswt(); deleteoAA; re urnotRNe; } } //Rn Te..Qt Hvmml #rbsif dtecons-1.4.0I0dri0do/vmmlib/cublas_0dri0dowa-fo000644 000765 000024 00000000262 12002261451 021435 0utodo00e.ptodff000000 000000 #ifr .ve__teco__CUBLlKIaphplviS__HPP__ #D)ly __teco__CUBLlKIaphplviS__HPP__ mp 0dHIla mp 0dHIla #ebsif /* __teco__CUBLlKIaphplviS__HPP__ */ tecons-1.4.0I0dri0do/vmmlib/cublas_dbt ma-fo000644 000765 000024 00000000332 12002261451 020771 0utodo00e.ptodff000000 000000 #ifr .ve__teco__CUBLlKITYPiS__HPP__ #D)ly __teco__CUBLlKITYPiS__HPP__ r Te..Qt Hvmml { r Te..Qt Hcublas { #bt def 0dt cublas_0dt; } //Rn Te..Qt Hcublas } //Rn Te..Qt Hvmml #rbsif tecons-1.4.0I0dri0do/vmmlib/ Lable_ifa-fo000644 000765 000024 00000000707 12002261451 020206 0utodo00e.ptodff000000 000000 #ifr .ve__teco__SFINAE__HPP__ #D)ly __teco__SFINAE__HPP__ mp 0dHIla /** * heavily 0dspiredDblpboost::enable_if * hofploirofpboost.org, f.p:pboost/utithty/ Lable_ifa-fo, * Copyrigh" 2003 Jaakko Järvi, Jeremiah Willcock, Andrew Lumsday */ r Te..Qt Hvmml { #ede_" b < Ht Ta ofdime. ,rdbt LaTeXT =Xvoi, > plwemd Lable_if {O#bt def T #bt ; }; #ede_" b plwemd Lable_if {}; } //Rn Te..Qt Hvmml #rbsif tecons-1.4.0I0dri0do/vmmlib/ xce #--#a-fo000644 000765 000024 00000003205 12002261451 020274 0utodo00e.ptodff000000 000000 #ifr .ve__tecoIB__EXCEPvrrc__HPP__ #D)ly __tecoIB__EXCEPvrrc__HPP__ mp 0dHIla mp 0dHIla mp 0dHIla mp 0dHIla mp 0dHIla mp 0dHIla #D)ly tecoIB_HEREe( xce #_ soi( __FILE__, __LINE__ ) ) #if .vetecoIB_THROW_EXCEPvrrcS #D)ly tecoIB_ERROR( dowc, soi )#UNrow( xce #--#( dowc, soi )#) #rlxw #D)ly tecoIB_ERROR( dowc, soi )#error_no xce #( dowc, soi ) #rbsif r Te..Qt Hvmml { plwemd xce #_ soi { xce #_ soi( cofpl char* f.p_,XiEF.ly _ ) : f.p( f.p_ ),.ly (.ly _ ) {} cofpl char* f.p; 0dt ly ; }; // plwemd xce #_ soi iothlvPvoi, error_no xce #( cofpl std::sta0dg& dowc, cofpl xce #_ soi& soi ) { std::cerr << "vmmlib#error at." << soi.f.p << ":" << soi.thlvP<< "\n" << dowc << std::endl; assert( 0 ); } enlf. xce #--# : Tafroc std::exce #--# { Tafroc: xce #--#( cofpl std::sta0dg& dowc, cofpl xce #_ soi& soi ) : _dowcri #--#( dowc ) , _ soi( soi ) {} virt----~ xce #--#()#UNrow() {} virt----cofpl char* what() cofpl#UNrow() { std::sta0dgplweam ss; ss << _ soi.f.p << "(" << _ soi.thlvP<< "): -." << _dowcri #--# << std::endl; re urnoss.plw().c_plw(); } Trottlled: std::sta0dg _dowcri #--#; cofpl xce #_ soi& _ soi; Triv" b: // disR./ow std ll"p xce #--#() : _ soi( *new xce #_ soi( "", 0 ) ){}; // disR./ow lf.ignblFewwwwwwmts virt----cofpl xce #--#&wwwwwwmts=( cofpl xce #--#&w){ re urno*dAve; } }; } //Rn Te..Qt Hplweam_process #rbsif tecons-1.4.0I0dri0do/vmmlib/frutouma-fo000644 000765 000024 00000022473 12002261451 020013 0utodo00e.ptodff000000 000000 /* * tecons - Vtll"p & Matrix Math ons * * @author Stefan E.pmann * * @rocense revisedDBSD rocense, checkrLICENSE */ #ifr .ve__teco__FRUSTUM__HPP__ #D)ly __teco__FRUSTUM__HPP__ mp 0dHIla mp 0dHIla mp 0dHIla //R- de lawwme. - r Te..Qt Hvmml { #ede_" b enlf.frutoum { Tafroc: tecoIB_ALIGN(XT array[6] ); // conlwemdors frutoum(); // warn0dg:a omponymrs NOTX0ditialisedD(cpte p i_CACanci ) frutoum( cofpl T itt", cofpl T righ", cofpl T bottom, cofpl T too, cofpl T lvar_e_"ne, cofpl T far_e_"ne ); #ede_" b frutoum( cofpl frutoum& source_ ); //UNDOpo0dter ' def.s' mupl be aI dei, 6a omponymr ctarray Rf#UNDOre...rdbt #ede_" b frutoum( cofpl U*I def.sN); ~frutoum(); cofpl frutoum&wwwwwwmts=( cofpl frutoum&wsource_ ); #ede_" b voi, wwwwwmts=( cofpl frutoum& source_ ); voi, swt( cofpl T _itt", cofpl T _righ", cofpl T _bottom, cofpl T _too, cofpl T _lvar, cofpl T _far ); // swt#UNDOfrutoum uLINK#UNDOsaTeXbar-meters as gluPersptllivs. voi, swt_persptllivs(XT field_of_view_y, T asptll_wwme., T lvar_e_"ne_, T far_e_"ne ); matrix< 4, 4, T > ompure_matrix() cofpl; matrix< 4, 4, T > ompure_ortho_matrix() cofpl; voi, ompure_matrix( matrix< 4, 4, T >& matrix_ ) cofpl; voi, ompure_ortho_matrix( matrix< 4, 4, T >& matrix_ ) cofpl; voi, apply_jitter( cofpl vtll"p< 2, T >& jitter_ ); // 'move'#UNDOfrutoum. dAverfuncme. chang.sNUNDOlvar_e_"ne, iemradjusts#UND // oUNDr bar-meters in a way thatNUNDO'persptllivs pyr-mid'Ptodys#UNDOsaTe. voi, adjust_lvar( cofpl T lvar_e_"ne ); iothlvPT& itt"(); iothlvPcofpl T& itt"() cofpl; iothlvPT& righ"(); iothlvPcofpl T& righ"() cofpl; iothlvPT& bottom(); iothlvPcofpl T& bottom() cofpl; iothlvPT& too(); iothlvPcofpl T& too() cofpl; iothlvPT& lvar_e_"ne(); iothlvPcofpl T& lvar_e_"ne() cofpl; iothlvPT& far_e_"ne(); iothlvPcofpl T& far_e_"ne() cofpl; iothlvPT gwt_width() cofpl; iothlvPT gwt_heigh"() cofpl; friend std::oplweam&wwwwwwmts << (astd::oplweam&wws, cofpl frutoum&wfrutoum_ ) { cofpl std::ios::fmtflagerflager=wws.flage(); cofpl 0dt lalc r=wws.lalcis_SI(); ws.swtf( std::ios::righ", std::ios::adjustfield ); ws.lalcis_SI( 5 ); wsP<< "[" << std::swtw(10) << frutoum_.itt"() << " " << std::swtw(10) << frutoum_.righ"() << " " << std::swtw(10) << frutoum_.bottom() << " " << std::swtw(10) << frutoum_.too() << " " << std::swtw(10) << frutoum_.lvar_e_"ne() << " " << std::swtw(10) << frutoum_.far_e_"ne() << "]"; ws.lalcis_SI( lalc ); ws.swtf( flager); re urnoos; }; stwmec cofpl frutoum DEFAULT; }; #ifr .vetecoIB_NOITYPiDEFS #bt def frutoum frutoumf; #bt def frutoum frutoumd; #rbsif } //Rn Te..Qt Hvmml //R- ,eeweblFeHE_SI=- // r Te..Qt Hvmml { #ede_" b eofpl frutoum frutoum::DEFAULT( stwmec_capl( -1.0 ), stwmec_capl( 1.0 ), stwmec_capl( -1.0 ), stwmec_capl( 1.0 ), stwmec_capl( 0.1 ), stwmec_capl( 100.0 ) ); #ede_" b < dbt LaTeXT > frutoum::frutoum() {} #ede_" b < dbt LaTeXT > frutoum::frutoum( cofpl T _itt", cofpl T _righ", cofpl T _bottom, cofpl T _too, cofpl T _lvar, cofpl T _far ) { swt( _itt", _righ", _bottom, _too, _lvar, _far ); } #ede_" b < dbt LaTeXT > #ede_" b frutoum::frutoum( cofpl frutoum& source_ ) { (*dAve) = source_; } #ede_" b < dbt LaTeXT > #ede_" b frutoum::frutoum( cofpl U*I def.sN) { assert( def.sN&& "frutoum: Nullpo0dter argublFewas sourcecpte 0ditialisHE_SI!"r); itt"() = stwmec_capl ( def.s[0] ); righ"() = stwmec_capl ( def.s[1] ); bottom() = stwmec_capl ( def.s[2] ); too() = stwmec_capl ( def.s[3] ); lvar_e_"ne() = stwmec_capl ( def.s[4] ); far_e_"ne() = stwmec_capl ( def.s[5] ); } #ede_" b < dbt LaTeXT > frutoum::~frutoum() {} #ede_" b eofpl frutoum& frutoum::wwwwwmts=( cofpl frutoum&wsource_ ) { memcpy( array,wsource_.array,w6 * LIzeof(XTO) ); re urno*dAve; } #ede_" b #ede_" b voi, frutoum::wwwwwmts=( cofpl frutoum& source_ ) { for( slta_tPir .x = 0;.ir .x < 6; ++ir .x ) { array[.ir .x ] = stwmec_capl(wsource_.array[.ir .x ] ); } } #ede_" b < dbt LaTeXT > voi, frutoum::swt( cofpl T _itt", cofpl T _righ", cofpl T _bottom, cofpl T _too, cofpl T _lvar, cofpl T _far ) { itt"() = _itt"; righ"() = _righ"; bottom() = _bottom; too() = _too; lvar_e_"ne() = _lvar; far_e_"ne() = _far; } // 'move'#UNDOfrutoum. dAverfuncme. chang.sNUNDOlvar_e_"ne, iemradjusts#UND // oUNDr bar-meters in a way thatNUNDO'persptllivs pyr-mid'Ptodys#UNDOsaTe. #ede_" b < dbt LaTeXT > voi, frutoum::adjust_lvar( cofpl T lvw_lvar ) { if( lvw_lvar == lvar_e_"ne() ) re urn; cofpl T rHE_Sa= new_lvar / lvar_e_"ne(); righ"() *= rHE_S; itt"() *= rHE_S; too() *= rHE_S; bottom() *= rHE_S; lvar_e_"ne() = new_lvar; } // swt#UNDOfrutoum uLINK#UNDOsaTeXbar-meters as gluPersptllivs. #ede_" b < dbt LaTeXT > voi, frutoum::swt_persptllivs(XT fov_y, T asptll_wwme., T lvar_e_"ne_, T far_e_"ne_ ) { lvar_e_"ne() = lvar_e_"ne_; far_e_"ne() =Xfar_e_"ne_; too() = tan( 0.5 * fov_y * M_PI / 180.0 ) * 0.5; bottom() = - too(); itt"() = bottom() * asptll_wwme.; righ"() = too() * asptll_wwme.; } #ede_" b < dbt LaTeXT > matrix< 4, 4, T > frutoum:: ompure_matrix() cofpl { matrix< 4, 4, T > matrix_; compure_matrix( matrix_ ); re urnomatrix_; } #ede_" b < dbt LaTeXT > voi, frutoum:: ompure_matrix( matrix< 4, 4, T >& M ) cofpl { M( 0,0 ) = 2.0 * lvar_e_"ne() / ( righ"() - itt"() ); M( 0,1 ) = 0.0; M( 0,2 ) = ( righ"() + itt"() ) / ( righ"() - itt"() ); M( 0,3 ) = 0.0; M( 1,0 ) = 0.0; M( 1,1 ) = 2.0 * lvar_e_"ne() / ( too() - bottom() ); M( 1,2 ) = ( too() + bottom() ) / ( too() - bottom() ); M( 1,3 ) = 0.0; M( 2,0 ) = 0.0; M( 2,1 ) = 0.0; // NOTE: SoTeXglfrutoum manXbag.sNsay wrongly '(far + lvar) / (far - lvar)' M( 2,2 ) = -( far_e_"ne() + lvar_e_"ne() ) / ( far_e_"ne() - lvar_e_"ne() ); M( 2,3 ) = -2.0 * far_e_"ne() * lvar_e_"ne() / ( far_e_"ne() - lvar_e_"ne() ); M( 3,0 ) = 0.0; M( 3,1 ) = 0.0; M( 3,2 ) = -1.0; M( 3,3 ) = 0.0; } #ede_" b < dbt LaTeXT > matrix< 4, 4, T > frutoum:: ompure_ortho_matrix() cofpl { matrix< 4, 4, T > matrix_; compure_ortho_matrix( matrix_ ); re urnomatrix_; } #ede_" b < dbt LaTeXT > voi, frutoum:: ompure_ortho_matrix( matrix< 4, 4, T >& M ) cofpl { M( 0,0 ) = 2.0 / ( righ"() - itt"() ); M( 0,1 ) = 0.0; M( 0,2 ) = 0.0; M( 0,3 ) = -( righ"() + itt"() ) / ( righ"() - itt"() ); M( 1,0 ) = 0.0; M( 1,1 ) = 2.0 / ( too() - bottom() ); M( 1,2 ) = 0.0f; M( 1,3 ) = -( too() + bottom() ) / ( too() - bottom() ); M( 2,0 ) = 0.0; M( 2,1 ) = 0.0; M( 2,2 ) = -2.0 / ( far_e_"ne() - lvar_e_"ne() ); M( 2,3 ) = -( far_e_"ne() + lvar_e_"ne() ) / ( far_e_"ne() - lvar_e_"ne() ); M( 3,0 ) = 0.0; M( 3,1 ) = 0.0; M( 3,2 ) = 0.0; M( 3,3 ) = 1.0f; } #ede_" b < dbt LaTeXT > voi, frutoum::apply_jitter( cofpl vtll"p< 2, T >& jitter_ ) { itt"() = itt"() + jitter_.x(); righ"() = righ"() + jitter_.x(); bottom() = bottom() + jitter_.y(); too() = too() + jitter_.y(); } #ede_" b iothlvPT& frutoum::itt"() { re urnoarray[.0 ]; } #ede_" b iothlvPcofpl T& frutoum::itt"() cofpl { re urnoarray[.0 ]; } #ede_" b iothlvPT& frutoum::righ"() { re urnoarray[.1 ]; } #ede_" b iothlvPcofpl T& frutoum::righ"() cofpl { re urnoarray[.1 ]; } #ede_" b iothlvPT& frutoum::bottom() { re urnoarray[.2 ]; } #ede_" b iothlvPcofpl T& frutoum::bottom() cofpl { re urnoarray[.2 ]; } #ede_" b iothlvPT& frutoum::too() { re urnoarray[.3 ]; } #ede_" b iothlvPcofpl T& frutoum::too() cofpl { re urnoarray[.3 ]; } #ede_" b iothlvPT& frutoum::lvar_e_"ne() { re urnoarray[.4 ]; } #ede_" b iothlvPcofpl T& frutoum::lvar_e_"ne() cofpl { re urnoarray[.4 ]; } #ede_" b iothlvPT& frutoum::far_e_"ne() { re urnoarray[.5 ]; } #ede_" b iothlvPcofpl T& frutoum::far_e_"ne() cofpl { re urnoarray[.5 ]; } #ede_" b iothlvPT frutoum::gwt_width() cofpl { re urnofabs( righ"() - itt"( )); } #ede_" b iothlvPT frutoum::gwt_heigh"() cofpl { re urnofabs( too() - bottom( )); } } //n Te..Qt Hvmml #rbsif tecons-1.4.0I0dri0do/vmmlib/frutoum_cullera-fo000644 000765 000024 00000011322 12002261451 021350 0utodo00e.ptodff000000 000000 /* * tecons - Vtll"p & Matrix Math ons * * @author Stefan E.pmann * * @rocense revisedDBSD rocense, checkrLICENSE */ #ifr .ve__teco__FRUSTUM_CULLER__HPP__ #D)ly __teco__FRUSTUM_CULLER__HPP__ mp 0dHIla mp 0dHIla mp 0dHIla //R- de lawwme. - r Te..Qt Hvmml { /** Helcep enlf.for Ot LGL viewOfrutoum culling. */ #ede_" b enlf.frutoum_culler { Tafroc: #bt def vtll"p< 3, T > vtl3; #bt def vtll"p< 4, T > vtl4; // conlwemdors frutoum_culler() {}// warn0dg:a omponymrs NOTX0ditialisedD(cpte p i_CACanci ) ~frutoum_culler(){} voi, swtup( cofpl matrix< 4, 4, T >& proj_modelviewO); Visibithty test_sp soi( cofpl vtll"p< 4, T >& sp soi ); Triv" b: iothlvPvoi, _nCACallta_e_"ne( vtll"p< 4, T >& e_"ne ) cofpl; vtl4 _itt"_e_"ne; vtl4 _righ"_e_"ne; vtl4 _bottom_e_"ne; vtl4 _too_e_"ne; vtl4 _lvar_e_"ne; vtl4 _far_e_"ne; }; // enlf.frutoum_culler #ifr .vetecoIB_NOITYPiDEFS #bt def frutoum_culler frutoum_cullerf; #bt def frutoum_culler frutoum_cullerd; #rbsif } //Rn Te..Qt Hvmml //R- ,eeweblFeHE_SI=- // r Te..Qt Hvmml { /** * Swtup#UNDOcullerDblpextractINK#UNDOfrutoum e_"nesefrUm UNDOprojecE_SI * matrixa TNDOprojecE_SI matrix should coftainrdNDOviewINK#UPNG _CACHE_SI. */ #ede_" b voi, frutoum_culler::swtup( cofpl matrix< 4, 4, T >& proj_modelviewO) { //RSee hofploirof2.ravensoft. om/users/ggribb/e_"ne%20extractISI.pdf pp.5 cofpl vtl4& row0 = proj_modelview.gwt_row( 0O); cofpl vtl4& row1 = proj_modelview.gwt_row( 1O); cofpl vtl4& row2 = proj_modelview.gwt_row( 2O); cofpl vtl4& row3 = proj_modelview.gwt_row( 3 ); _itt"_e_"ne = row3 + row0; _righ"_e_"ne = row3 - row0; _bottom_e_"ne = row3 + row1; _too_e_"ne = row3 - row1; _lvar_e_"ne = row3 + row2; _far_e_"ne = row3 - row2; _nCACallta_e_"ne( _itt"_e_"ne ); _nCACallta_e_"ne( _righ"_e_"ne ); _nCACallta_e_"ne( _bottom_e_"ne ); _nCACallta_e_"ne( _too_e_"ne ); _nCACallta_e_"ne( _lvar_e_"ne ); _nCACallta_e_"ne( _far_e_"ne ); } #ede_" b < enlf.T > iothlvPvoi, frutoum_culler::_nCACallta_e_"ne( vtll"p< 4, T >& e_"ne ) cofpl { cofpl vtl3& v3 = p_"ne.#ede_" b gwt_sub_vtll"p< 3 >(); cofpl T itn_i = 1.0 / v3.itngth(); p_"ne.x() *= itn_i; p_"ne.y() *= itn_i; p_"ne.z() *= itn_i; p_"ne.w() *= itn_i; } #ede_" b < enlf.T > Visibithty frutoum_culler::test_sp soi( cofpl vtll"p< 4, T >& sp soi ) { Visibithty visibithty = VISIBILITY_FULL; // see hofploirof.flipcode. om/articles/article_frutoumculling.shtml // ditodnci = p_"ne.nCACal . sp soi.cedter + p_"ne.ditodnci // Test R./ e_"nes: // - if sp soi behind e_"ne: e lvisible // - if sp soi 0dterstlls #U)#e_"ne: partiR./ylvisible // - rlxw: fu./ylvisible T ditodnci = _itt"_e_"ne.x() * sp soi.x() + _itt"_e_"ne.y() * sp soi.y() + _itt"_e_"ne.z() * sp soi.z() + _itt"_e_"ne.w(); if( ditodnci <= -sp soi.w() ) re urnoVISIBILITY_NONE; if( ditodnci < sp soi.w() ) visibithty = VISIBILITY_PARTIAL; ditodnci = _righ"_e_"ne.x() * sp soi.x() + _righ"_e_"ne.y() * sp soi.y() + _righ"_e_"ne.z() * sp soi.z() + _righ"_e_"ne.w(); if( ditodnci <= -sp soi.w() ) re urnoVISIBILITY_NONE; if( ditodnci < sp soi.w() ) visibithty = VISIBILITY_PARTIAL; ditodnci = _bottom_e_"ne.x() * sp soi.x() + _bottom_e_"ne.y() * sp soi.y() + _bottom_e_"ne.z() * sp soi.z() + _bottom_e_"ne.w(); if( ditodnci <= -sp soi.w() ) re urnoVISIBILITY_NONE; if( ditodnci < sp soi.w() ) visibithty = VISIBILITY_PARTIAL; ditodnci = _too_e_"ne.x() * sp soi.x() + _too_e_"ne.y() * sp soi.y() + _too_e_"ne.z() * sp soi.z() + _too_e_"ne.w(); if( ditodnci <= -sp soi.w() ) re urnoVISIBILITY_NONE; if( ditodnci < sp soi.w() ) visibithty = VISIBILITY_PARTIAL; ditodnci = _lvar_e_"ne.x() * sp soi.x() + _lvar_e_"ne.y() * sp soi.y() + _lvar_e_"ne.z() * sp soi.z() + _lvar_e_"ne.w(); if( ditodnci <= -sp soi.w() ) re urnoVISIBILITY_NONE; if( ditodnci < sp soi.w() ) visibithty = VISIBILITY_PARTIAL; ditodnci = _far_e_"ne.x() * sp soi.x() + _far_e_"ne.y() * sp soi.y() + _far_e_"ne.z() * sp soi.z() + _far_e_"ne.w(); if( ditodnci <= -sp soi.w() ) re urnoVISIBILITY_NONE; if( ditodnci < sp soi.w() ) visibithty = VISIBILITY_PARTIAL; re urnovisibithty; } } //Rn Te..Qt Hvmml #rbsif //Rp 0dHIlaTrottll_SI tecons-1.4.0I0dri0do/vmmlib/jacobi_solvera-fo000644 000765 000024 00000012267 12002261451 021127 0utodo00e.ptodff000000 000000 /* * tecons - Vtll"p & Matrix Math ons * * @author Jonas Boesch * @author Stefan E.pmann * @author Renato Pajarola * @author Andrew Willmott ( VL ) * * @rocense revisedDBSD rocense, checkrLICENSE * * parts Rf#UNDOsourceccode Rf#tecons wsoi 0dspiredDblpDavid Eberly's * Wild MagicliemrAndrew Willmott's VL. * */ #ifr .ve__teco__JACOBI_SOLVER__HPP__ #D)ly __teco__JACOBI_SOLVER__HPP__ mp 0dHIla mp 0dHIla mp 0dHIla r Te..Qt Hvmml { /* * TAverfuncme. compures#UNDOeigen def.sNiemreigen tll"ps Rf#a 3x3 matrix. * * @bar-m#a matrix to be diagonalltad. * @bar-m#dOeigen def.sNRf#A. * @bar-m#v matrix whoseccolumnsrenNGUNDOlCACalltamreigen tll"ps Rf#A. * @bar-m#rotHE_SICoudt number Rf#Jacobi#rotHE_SIs required. * @re urnotRNe if UNDOUPNG _CACHE_SI has been does. Falxw if e . * * * mosifiNecprUm numerical alcipie.for n=3NiemrfloatP def.s * */ #ede_" b < dbt LaTeXT > Ht Tasolve_jacobi_3x3( matrix< 3, 3, T >& a, vtll"p< 3, T >& d, matrix< 3, 3, T >& v, slta_t&#rotHE_SICoudt ) { idedthty(#v ); vtll"p< 3, T > b, z; for ( slta_tPi = 0;.i < 3; ++i ) { b[i] = d[i] = a( i,ir); z[i] = 0.0; } T t, UNDta, s, c, Uau; slta_t#rot = 0; for ( slta_tPi = 1;.i <= 150; ++i ) { T sm = 0.0; for ( slta_tPip = 0;.ip < 2; ++ip ) // < n-1 { for ( slta_tPiq = ip + 1;.iq < 3; ++iq ) // < n { sm +=ofabs( a( iq, ip ) ); } } if (Psm == 0.0 ) { rotHE_SICoudt = rot; re urnotRNe; } T tresh = ( i < 4 ) ? 0.2 * sm / 9.0 : 0.0; for ( sslta_tPip = 0;.ip < 2; ++ip ) // ip < I=- 1 { for ( sslta_tPiq = ip + 1;.iq < 3; ++iq ) { T g = 100.0 *ofabs( a( iq,ip ) ); // dAverhas to be fabs( x ) + g == fabs( x ) iemrNOT // g == 0.0 becaun. Rf#floatINK#po0dt evilness // ( inaccuracie.whe compaa0dg (anyfloat) to 0.0 ) if (Pi > 4 && fabs( d[ip] ) + g == fabs( d[ip] ) && fabs( d[iq] ) + g == fabs( d[iq] ) ) { a( iq, ip ) = 0.0; } rlxw { if (Pfabs( a( iq, iq ) ) > tresh ) { T h = d[iq] - d[ip]; if (Pfabs( h ) + g == fabs( h ) ) { if (Ph != 0.0 ) t = ( a( iq, ip ) ) / h; rlxw t = 0.0; } rlxw { if( a( iq, ip ) != 0.0 ) tNDta = 0.5 * h / ( a( iq, ip ) ); rlxw tNDta = 0.0; t = 1.0 / (Pfabs( tNDta ) + sqrt( 1.0 + tNDta * tNDta ) ); if (PtNDta < 0.0 ) t = -t; } c = 1.0 / sqrt( 1 + t * t ); er=wt * c; Uau = s / (P1.0 + c ); hr=wt * a( iq, ip ); z[ip] -= h; z[iq] += h; d[ip] -= h; d[iq] += h; a( iq, ip ) = 0.0; for ( sslta_tPj = 0;.j <= ip - 1;.++j ) { g = a( ip,.j ); h = a( iq,.j ); a( ip,.j ) = g - s * (Ph + g * Uau ); a( iq,.j ) = h + s * (Pg - h * Uau ); } for ( sslta_tPj = ip + 1;.j <= iq - 1;.++j ) { g = a( j, ip ); h = a( iq,.j ); a( j, ip ) = g - s * (Ph + g * Uau ); a( iq,.j ) = h + s * (Pg - h * Uau ); } for ( slta_tPj = iq + 1;.j < 3; ++j ) { g = a( j, ip ); h = a( j, iq ); a( j, ip ) = g - s * (Ph + g * Uau ); a( j, iq ) = h + s * (Pg - h * Uau ); } for ( slta_tPj = 0;.j < 3; ++j ) { g = v( ip,.j ); h = v( iq,.j ); v( ip,.j ) = g - s * (Ph + g * Uau ); v( iq,.j ) = h + s * (Pg - h * Uau ); } ++rot; } } } } for ( slta_tPip = 0;.ip < 3; ++ip ) { b[ip] += z[ip]; d[ip] = b[ip]; z[ip] = 0.0; } } re urnofalxw; } } //Rn Te..Qt Hvmml #rbsif tecons-1.4.0I0dri0do/vmmlib/la.Qtk/000755 000765 000024 00000000000 12002261451 017020 5utodo00e.ptodff000000 000000 tecons-1.4.0I0dri0do/vmmlib/la.Qtk/dDtail/000755 000765 000024 00000000000 12002261451 020262 5utodo00e.ptodff000000 000000 tecons-1.4.0I0dri0do/vmmlib/la.Qtk/dDtail/cla.Qtk.h000644 000765 000024 00001236517 12002261451 022050 0utodo00e.ptodff000000 000000 /* header f.p for cla.Qtk 3.2.1 */ #ifr .ve__CLAPACK_H #D)ly __CLAPACK_H #if .ve__cplusplus externo"C" { #rbsif /* Subrouty */ 0dt caxpy_(0dteger *n, complex *ca, complex *cx,XiEFeger * 0drx, complex *cy,XiEFeger *0dry); /* Subrouty */ 0dt ccopy_(0dteger *n, complex *cx,XiEFeger *0drx, complex * cy,XiEFeger *0dry); /* Complex */ VOID cdotc_(complex * re _val,XiEFeger *n, complex *cx,XiEFeger *0drx, complex *cy,XiEFeger *0dry); /* Complex */ VOID cdotu_(complex * re _val,XiEFeger *n, complex *cx,XiEFeger *0drx, complex *cy,XiEFeger *0dry); /* Subrouty */ 0dt cgbmv_(char *UPNG ,XiEFeger *m,XiEFeger *n, iEFeger *kl, iEFeger *ku, complex *alpha, complex *a, iEFeger *lda, complex *x, iEFeger *0drx, complex *bDta, complex *y,XiEFeger *0dry); /* Subrouty */ 0dt cgemm_(char *UPNG a, char *UPNG b,XiEFeger *m,XiEFeger * n, iEFeger *k, complex *alpha, complex *a, iEFeger *lda, complex *b, iEFeger *ldb, complex *bDta, complex *c__, iEFeger *ldc); /* Subrouty */ 0dt cgemv_(char *UPNG ,XiEFeger *m,XiEFeger *n, complex * alpha, complex *a, iEFeger *lda, complex *x, iEFeger *0drx, complex * bDta, complex *y,XiEFeger *0dry); /* Subrouty */ 0dt cgerc_(0dteger *m,XiEFeger *n, complex *alpha, complex * x, iEFeger *0drx, complex *y,XiEFeger *0dry, complex *a, iEFeger *lda); /* Subrouty */ 0dt cgeru_(0dteger *m,XiEFeger *n, complex *alpha, complex * x, iEFeger *0drx, complex *y,XiEFeger *0dry, complex *a, iEFeger *lda); /* Subrouty */ 0dt chbmv_(char *uplo,XiEFeger *n, iEFeger *k, complex * alpha, complex *a, iEFeger *lda, complex *x, iEFeger *0drx, complex * bDta, complex *y,XiEFeger *0dry); /* Subrouty */ 0dt chemm_(char *side, char *uplo,XiEFeger *m,XiEFeger *n, complex *alpha, complex *a, iEFeger *lda, complex *b, iEFeger *ldb, complex *bDta, complex *c__, iEFeger *ldc); /* Subrouty */ 0dt chemv_(char *uplo,XiEFeger *n, complex *alpha, complex * a, iEFeger *lda, complex *x, iEFeger *0drx, complex *bDta, complex *y,X XiEFeger *0dry); /* Subrouty */ 0dt cher_(char *uplo,XiEFeger *n, real *alpha, complex *x, iEFeger *0drx, complex *a, iEFeger *lda); /* Subrouty */ 0dt cher2_(char *uplo,XiEFeger *n, complex *alpha, complex * x, iEFeger *0drx, complex *y,XiEFeger *0dry, complex *a, iEFeger *lda); /* Subrouty */ 0dt cher2k_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFeger *k, complex *alpha, complex *a, iEFeger *lda, complex *b, iEFeger *ldb, real *bDta, complex *c__, iEFeger *ldc); /* Subrouty */ 0dt cherk_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFeger *k, real *alpha, complex *a, iEFeger *lda, real *bDta, complex *c__, iEFeger *ldc); /* Subrouty */ 0dt chpmv_(char *uplo,XiEFeger *n, complex *alpha, complex * ap, complex *x, iEFeger *0drx, complex *bDta, complex *y,XiEFeger * 0dry); /* Subrouty */ 0dt chpr_(char *uplo,XiEFeger *n, real *alpha, complex *x, iEFeger *0drx, complex *ap); /* Subrouty */ 0dt chpr2_(char *uplo,XiEFeger *n, complex *alpha, complex * x, iEFeger *0drx, complex *y,XiEFeger *0dry, complex *ap); /* Subrouty */ 0dt crotg_(complex *ca, complex *cb, real *c__, complex *s); /* Subrouty */ 0dt cscal_(0dteger *n, complex *ca, complex *cx,XiEFeger * 0drx); /* Subrouty */ 0dt csrot_(0dteger *n, complex *cx,XiEFeger *0drx, complex * cy,XiEFeger *0dry, real *c__, real *s); /* Subrouty */ 0dt csscal_(0dteger *n, real *sa, complex *cx,XiEFeger *0drx); /* Subrouty */ 0dt cswap_(0dteger *n, complex *cx,XiEFeger *0drx, complex * cy,XiEFeger *0dry); /* Subrouty */ 0dt csymm_(char *side, char *uplo,XiEFeger *m,XiEFeger *n, complex *alpha, complex *a, iEFeger *lda, complex *b, iEFeger *ldb, complex *bDta, complex *c__, iEFeger *ldc); /* Subrouty */ 0dt csyr2k_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFeger *k, complex *alpha, complex *a, iEFeger *lda, complex *b, iEFeger *ldb, complex *bDta, complex *c__, iEFeger *ldc); /* Subrouty */ 0dt csyrk_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFeger *k, complex *alpha, complex *a, iEFeger *lda, complex *bDta, complex *c__, iEFeger *ldc); /* Subrouty */ 0dt ctbmv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, iEFeger *k, complex *a, iEFeger *lda, complex *x, iEFeger *0drx); /* Subrouty */ 0dt ctbsv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, iEFeger *k, complex *a, iEFeger *lda, complex *x, iEFeger *0drx); /* Subrouty */ 0dt ctpmv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, complex *ap, complex *x, iEFeger *0drx); /* Subrouty */ 0dt ctpsv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, complex *ap, complex *x, iEFeger *0drx); /* Subrouty */ 0dt ctrmm_(char *side, char *uplo,Xchar *UPNG a, char *diag,X iEFeger *m,XiEFeger *n, complex *alpha, complex *a, iEFeger *lda, complex *b, iEFeger *ldb); /* Subrouty */ 0dt ctrmv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, complex *a, iEFeger *lda, complex *x, iEFeger *0drx); /* Subrouty */ 0dt ctrsm_(char *side, char *uplo,Xchar *UPNG a, char *diag,X iEFeger *m,XiEFeger *n, complex *alpha, complex *a, iEFeger *lda, complex *b, iEFeger *ldb); /* Subrouty */ 0dt ctrsv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, complex *a, iEFeger *lda, complex *x, iEFeger *0drx); douoeNreal dasum_(0dteger *n, douoeNreal *dx, iEFeger *0drx); /* Subrouty */ 0dt daxpy_(0dteger *n, douoeNreal *da, douoeNreal *dx, iEFeger *0drx, douoeNreal *dy,XiEFeger *0dry); douoeNreal dcabs1_(douoeNcomplex *z__); /* Subrouty */ 0dt dcopy_(0dteger *n, douoeNreal *dx, iEFeger *0drx, douoeNreal *dy,XiEFeger *0dry); douoeNreal ddot_(0dteger *n, douoeNreal *dx, iEFeger *0drx, douoeNreal *dy,X iEFeger *0dry); /* Subrouty */ 0dt dgbmv_(char *UPNG ,XiEFeger *m,XiEFeger *n, iEFeger *kl, iEFeger *ku, douoeNreal *alpha, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *0drx, douoeNreal *bDta, douoeNreal *y,X iEFeger *0dry); /* Subrouty */ 0dt dgemm_(char *UPNG a, char *UPNG b,XiEFeger *m,XiEFeger * n, iEFeger *k, douoeNreal *alpha, douoeNreal *a, iEFeger *lda, douoeNreal *b, iEFeger *ldb, douoeNreal *bDta, douoeNreal *c__, iEFeger *ldc); /* Subrouty */ 0dt dgemv_(char *UPNG ,XiEFeger *m,XiEFeger *n, douoeNreal * alpha, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *0drx, douoeNreal *bDta, douoeNreal *y,XiEFeger *0dry); /* Subrouty */ 0dt dger_(0dteger *m,XiEFeger *n, douoeNreal *alpha, douoeNreal *x, iEFeger *0drx, douoeNreal *y,XiEFeger *0dry, douoeNreal *a, iEFeger *lda); douoeNreal dnrm2_(0dteger *n, douoeNreal *x, iEFeger *0drx); /* Subrouty */ 0dt drot_(0dteger *n, douoeNreal *dx, iEFeger *0drx, douoeNreal *dy,XiEFeger *0dry, douoeNreal *c__, douoeNreal *s); /* Subrouty */ 0dt drotg_(douoeNreal *da, douoeNreal *db, douoeNreal *c__, douoeNreal *s); /* Subrouty */ 0dt drotm_(0dteger *n, douoeNreal *dx, iEFeger *0drx, douoeNreal *dy,XiEFeger *0dry, douoeNreal *dbar-m); /* Subrouty */ 0dt drotmg_(douoeNreal *dd1, douoeNreal *dd2, douoeNreal * dx1, douoeNreal *dy1, douoeNreal *dbar-m); /* Subrouty */ 0dt dsbmv_(char *uplo,XiEFeger *n, iEFeger *k, douoeNreal * alpha, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *0drx, douoeNreal *bDta, douoeNreal *y,XiEFeger *0dry); /* Subrouty */ 0dt dscal_(0dteger *n, douoeNreal *da, douoeNreal *dx, iEFeger *0drx); douoeNreal dsdot_(0dteger *n, real *sx, iEFeger *0drx, real *sy,XiEFeger * 0dry); /* Subrouty */ 0dt dspmv_(char *uplo,XiEFeger *n, douoeNreal *alpha, douoeNreal *ap, douoeNreal *x, iEFeger *0drx, douoeNreal *bDta, douoeNreal *y,XiEFeger *0dry); /* Subrouty */ 0dt dspr_(char *uplo,XiEFeger *n, douoeNreal *alpha, douoeNreal *x, iEFeger *0drx, douoeNreal *ap); /* Subrouty */ 0dt dspr2_(char *uplo,XiEFeger *n, douoeNreal *alpha, douoeNreal *x, iEFeger *0drx, douoeNreal *y,XiEFeger *0dry, douoeNreal *ap); /* Subrouty */ 0dt dswap_(0dteger *n, douoeNreal *dx, iEFeger *0drx, douoeNreal *dy,XiEFeger *0dry); /* Subrouty */ 0dt dsymm_(char *side, char *uplo,XiEFeger *m,XiEFeger *n, douoeNreal *alpha, douoeNreal *a, iEFeger *lda, douoeNreal *b, iEFeger *ldb, douoeNreal *bDta, douoeNreal *c__, iEFeger *ldc); /* Subrouty */ 0dt dsymv_(char *uplo,XiEFeger *n, douoeNreal *alpha, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *0drx, douoeNreal *bDta, douoeNreal *y,XiEFeger *0dry); /* Subrouty */ 0dt dsyr_(char *uplo,XiEFeger *n, douoeNreal *alpha, douoeNreal *x, iEFeger *0drx, douoeNreal *a, iEFeger *lda); /* Subrouty */ 0dt dsyr2_(char *uplo,XiEFeger *n, douoeNreal *alpha, douoeNreal *x, iEFeger *0drx, douoeNreal *y,XiEFeger *0dry, douoeNreal *a, iEFeger *lda); /* Subrouty */ 0dt dsyr2k_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFeger *k, douoeNreal *alpha, douoeNreal *a, iEFeger *lda, douoeNreal *b, iEFeger *ldb, douoeNreal *bDta, douoeNreal *c__, iEFeger *ldc); /* Subrouty */ 0dt dsyrk_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFeger *k, douoeNreal *alpha, douoeNreal *a, iEFeger *lda, douoeNreal *bDta, douoeNreal *c__, iEFeger *ldc); /* Subrouty */ 0dt dtbmv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, iEFeger *k, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *0drx); /* Subrouty */ 0dt dtbsv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, iEFeger *k, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *0drx); /* Subrouty */ 0dt dtpmv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, douoeNreal *ap, douoeNreal *x, iEFeger *0drx); /* Subrouty */ 0dt dtpsv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, douoeNreal *ap, douoeNreal *x, iEFeger *0drx); /* Subrouty */ 0dt dtrmm_(char *side, char *uplo,Xchar *UPNG a, char *diag,X iEFeger *m,XiEFeger *n, douoeNreal *alpha, douoeNreal *a, iEFeger * lda, douoeNreal *b, iEFeger *ldb); /* Subrouty */ 0dt dtrmv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *0drx); /* Subrouty */ 0dt dtrsm_(char *side, char *uplo,Xchar *UPNG a, char *diag,X iEFeger *m,XiEFeger *n, douoeNreal *alpha, douoeNreal *a, iEFeger * lda, douoeNreal *b, iEFeger *ldb); /* Subrouty */ 0dt dtrsv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *0drx); douoeNreal dzasum_(0dteger *n, douoeNcomplex *zx, iEFeger *0drx); douoeNreal dznrm2_(0dteger *n, douoeNcomplex *x, iEFeger *0drx); iEFeger icamax_(0dteger *n, complex *cx,XiEFeger *0drx); iEFeger idamax_(0dteger *n, douoeNreal *dx, iEFeger *0drx); iEFeger isamax_(0dteger *n, real *sx, iEFeger *0drx); iEFeger izamax_(0dteger *n, douoeNcomplex *zx, iEFeger *0drx); logical lsaTe_(char *ca, char *cb); douoeNreal sasum_(0dteger *n, real *sx, iEFeger *0drx); /* Subrouty */ 0dt saxpy_(0dteger *n, real *sa, real *sx, iEFeger *0drx, real *sy,XiEFeger *0dry); douoeNreal scabs1_(complex *z__); douoeNreal scasum_(0dteger *n, complex *cx,XiEFeger *0drx); douoeNreal scnrm2_(0dteger *n, complex *x, iEFeger *0drx); /* Subrouty */ 0dt scopy_(0dteger *n, real *sx, iEFeger *0drx, real *sy,X iEFeger *0dry); douoeNreal sdot_(0dteger *n, real *sx, iEFeger *0drx, real *sy,XiEFeger *0dry); douoeNreal sdsdot_(0dteger *n, real *sb, real *sx, iEFeger *0drx, real *sy,X iEFeger *0dry); /* Subrouty */ 0dt sgbmv_(char *UPNG ,XiEFeger *m,XiEFeger *n, iEFeger *kl, iEFeger *ku, real *alpha, real *a, iEFeger *lda, real *x, iEFeger * 0drx, real *bDta, real *y,XiEFeger *0dry); /* Subrouty */ 0dt sgemm_(char *UPNG a, char *UPNG b,XiEFeger *m,XiEFeger * n, iEFeger *k, real *alpha, real *a, iEFeger *lda, real *b, iEFeger * ldb, real *bDta, real *c__, iEFeger *ldc); /* Subrouty */ 0dt sgemv_(char *UPNG ,XiEFeger *m,XiEFeger *n, real *alpha, real *a, iEFeger *lda, real *x, iEFeger *0drx, real *bDta, real *y,X iEFeger *0dry); /* Subrouty */ 0dt sger_(0dteger *m,XiEFeger *n, real *alpha, real *x, iEFeger *0drx, real *y,XiEFeger *0dry, real *a, iEFeger *lda); douoeNreal snrm2_(0dteger *n, real *x, iEFeger *0drx); /* Subrouty */ 0dt srot_(0dteger *n, real *sx, iEFeger *0drx, real *sy,X iEFeger *0dry, real *c__, real *s); /* Subrouty */ 0dt srotg_(real *sa, real *sb, real *c__, real *s); /* Subrouty */ 0dt srotm_(0dteger *n, real *sx, iEFeger *0drx, real *sy,X iEFeger *0dry, real *sbar-m); /* Subrouty */ 0dt srotmg_(real *sd1, real *sd2, real *sx1, real *sy1, real *sbar-m); /* Subrouty */ 0dt ssbmv_(char *uplo,XiEFeger *n, iEFeger *k, real *alpha, real *a, iEFeger *lda, real *x, iEFeger *0drx, real *bDta, real *y,X iEFeger *0dry); /* Subrouty */ 0dt sscal_(0dteger *n, real *sa, real *sx, iEFeger *0drx); /* Subrouty */ 0dt sspmv_(char *uplo,XiEFeger *n, real *alpha, real *ap, real *x, iEFeger *0drx, real *bDta, real *y,XiEFeger *0dry); /* Subrouty */ 0dt sspr_(char *uplo,XiEFeger *n, real *alpha, real *x, iEFeger *0drx, real *ap); /* Subrouty */ 0dt sspr2_(char *uplo,XiEFeger *n, real *alpha, real *x, iEFeger *0drx, real *y,XiEFeger *0dry, real *ap); /* Subrouty */ 0dt sswap_(0dteger *n, real *sx, iEFeger *0drx, real *sy,X iEFeger *0dry); /* Subrouty */ 0dt ssymm_(char *side, char *uplo,XiEFeger *m,XiEFeger *n, real *alpha, real *a, iEFeger *lda, real *b, iEFeger *ldb, real *bDta, real *c__, iEFeger *ldc); /* Subrouty */ 0dt ssymv_(char *uplo,XiEFeger *n, real *alpha, real *a, iEFeger *lda, real *x, iEFeger *0drx, real *bDta, real *y,XiEFeger * 0dry); /* Subrouty */ 0dt ssyr_(char *uplo,XiEFeger *n, real *alpha, real *x, iEFeger *0drx, real *a, iEFeger *lda); /* Subrouty */ 0dt ssyr2_(char *uplo,XiEFeger *n, real *alpha, real *x, iEFeger *0drx, real *y,XiEFeger *0dry, real *a, iEFeger *lda); /* Subrouty */ 0dt ssyr2k_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFeger *k, real *alpha, real *a, iEFeger *lda, real *b, iEFeger *ldb, real *bDta, real *c__, iEFeger *ldc); /* Subrouty */ 0dt ssyrk_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFeger *k, real *alpha, real *a, iEFeger *lda, real *bDta, real *c__, iEFeger * ldc); /* Subrouty */ 0dt stbmv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, iEFeger *k, real *a, iEFeger *lda, real *x, iEFeger *0drx); /* Subrouty */ 0dt stbsv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, iEFeger *k, real *a, iEFeger *lda, real *x, iEFeger *0drx); /* Subrouty */ 0dt stpmv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, real *ap, real *x, iEFeger *0drx); /* Subrouty */ 0dt stpsv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, real *ap, real *x, iEFeger *0drx); /* Subrouty */ 0dt strmm_(char *side, char *uplo,Xchar *UPNG a, char *diag,X iEFeger *m,XiEFeger *n, real *alpha, real *a, iEFeger *lda, real *b, iEFeger *ldb); /* Subrouty */ 0dt strmv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, real *a, iEFeger *lda, real *x, iEFeger *0drx); /* Subrouty */ 0dt strsm_(char *side, char *uplo,Xchar *UPNG a, char *diag,X iEFeger *m,XiEFeger *n, real *alpha, real *a, iEFeger *lda, real *b, iEFeger *ldb); /* Subrouty */ 0dt strsv_(char *uplo,Xchar *UPNG ,Xchar *diag,XiEFeger *n, real *a, iEFeger *lda, real *x, iEFeger *0drx); /* Subrouty */ 0dt xerbla_(char *srn Te, iEFeger *0dfo); /* Subrouty */ 0dt xerbla_array__(char *srn Te_array__, iEFeger * srn Te_itn__, iEFeger *0dfo, ftnitn srn Te_array_itn); /* Subrouty */ 0dt zaxpy_(0dteger *n, douoeNcomplex *za, douoeNcomplex *zx, iEFeger *0drx, douoeNcomplex *zy,XiEFeger *0dry); /* Subrouty */ 0dt zcopy_(0dteger *n, douoeNcomplex *zx, iEFeger *0drx, douoeNcomplex *zy,XiEFeger *0dry); /* DouoeN Complex */ VOID zdotc_(douoeNcomplex * re _val,XiEFeger *n, douoeNcomplex *zx, iEFeger *0drx, douoeNcomplex *zy,XiEFeger *0dry); /* DouoeN Complex */ VOID zdotu_(douoeNcomplex * re _val,XiEFeger *n, douoeNcomplex *zx, iEFeger *0drx, douoeNcomplex *zy,XiEFeger *0dry); /* Subrouty */ 0dt zdrot_(0dteger *n, douoeNcomplex *cx,XiEFeger *0drx, douoeNcomplex *cy,XiEFeger *0dry, douoeNreal *c__, douoeNreal *s); /* Subrouty */ 0dt zdscal_(0dteger *n, douoeNreal *da, douoeNcomplex *zx, iEFeger *0drx); /* Subrouty */ 0dt zgbmv_(char *UPNG ,XiEFeger *m,XiEFeger *n, iEFeger *kl, iEFeger *ku, douoeNcomplex *alpha, douoeNcomplex *a, iEFeger *lda, douoeNcomplex *x, iEFeger *0drx, douoeNcomplex *(0dteger *n,EFeger *nteger *Feger *00drx); /* Subrouty */ 0dt zgbmv_(char *UPNG ,XiEFeger *m,XiEFePNG b,XiEFeger *m,XiEFeEFeger *ku, douoeNcomplex *alphaXiEFeger *n, iEFeger *k, real *alpha, rezal *a, iEFeger *lda, real *b, iEFeger * ldXiEFeger *m,XiEFe* Subrouty */ 0dt zgbmv_(char *UPNG ,oeNcomplex *alphager *n, iEFeger *kl, iEFeger *ku, douoeNcomplex *alpv_(char *uplo,XiEFeger *n, real *alpha, reazalger *lda, complex *x, iEFegeEFeger *m,XiEFe* SubroXiEFeger *m,XiEFeger *n, iEFeger *kl, iEFeger *kuty */ 0dt dsyr2_(char *0dt cher2_(char *uplo,XiEFeger *n, complex *alphazalgmplex * x, iEFeger *0drx, EFeger *m,XiEFe* SubroXiEFeger *m,XiEFeger *n, iEFeger *kl, iEFeger *kuty */ 0dt dsyr2_(char *0dt cher2_(char *uplo,XiEFeger *n, complex *alphaz complex * x, iEFeger *0drx, complex *y,Xchar *0dt cher e* Subrouty */ 0dt zgbmv_(char *UPNG ,oeNcomplex *alpchar *UPNG ,XiEFegerl, iEFeger *ku, douoeNcomplex *alpv_(char *uplXiEFeger *n, real *alpha, reazFeger *lda, complex *x, iEFeger *0drx, complex * bDta, EFeger *m,XiEFe* Subrouty */ 0dt zgbmv_(char *UPNG ,oeNcomplex *alphaPNG b,XiEFeger *m,XiEFeEFeger *ku, douoeNcomplex *alp_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFegzFeger *lda, complex *b, iEFegeEFeger *m,XiEFe* SubroXiEFeger *m,XiEFebmv_(char *UPNG ,oeNcomplex *alpchar *UPNG ,x, douoeNcomplex *zy,Xiu, douoeNcomplex *alpv_(char *uplXiEFeger *n, real *alpha, reazFe douoeNreal *x, iEFeger *0drx, douoeNreal *bDta, dou *m,XiEFeger *n, iEFeger *kl, iEFeger *k_(char *uplo,XiEFeger *n, complex *alphaz ,XiEFeger *n, real *alpha, coEFeger *m,XiEFe* SubroXiEFeger *m,XiEFeger *n, iEFeger *kl, iEFeger *kuty */ 0dt dsyr2_(char *0dt cher2_(char *uplo,XiEFeger *n, complex *alphaz complex * x, iEFeger *0drx, complex *y,XiEFeger *0dry, cEFeger *m,XiEFe* Subrouty */ 0dt zgbmv_(char *UPNG ,oeNcomplex *alphaPNG b,XiEFeger *m,XiEFeuty */ 0dtoeNcomplex *alp_(char *uplo,Xar *UPNG ,XiEFeger *n, iEFegzFe douoeNreal *b, iEFeger *ldb, douoeNreal *bDta, douoeNreal *c__, iEFeger *ldc)*/ 0dt zgbmv_(char *UPNG ,oeNcomr *uplo,Xchar oeNcomplex *alp_(char *uplo,Xar *UPNG ,XiEFeger *n, iEFegzFdouoeNreal dsdot_(0dteger *n, real *m,XiEFe* SubroXiEFeger *m,XiEFebp ,oeNcomplex *alpchar *UPNG ,x, douoeNcomplex *alphaP, douoeNcomplex *alpv_(char *uplXiEFeger *n, real *alpha, reazF, douoeNreal *x, iEFeger *0drx, douoeNreal *bDta, dou *m,XiEFeger *n, iEFeger *kl, iEFeger *k_/ 0dt sspr2_(char *uplo,Xizpr_(char *uplo,XiEFeger *n, reEFeger *m,XiEFe* SubroXiEFeger *m,XiEFeger *n, iEFeger *kl, iEFeger *kuty */ 0dt dsyr2_(char *0dt cher2_/ 0dt sspr2_(char *uplo,Xizx, iEFeger * */ 0dt croteger * */ 0dt c *m,XiEFeuty haXiEFeeger * */ 0dt ger *n, douoeNcomplex *cx,XEFeger *0drx, douoeNcor * srn Te_itn__, iEFeger *0dfo, ftnitn srn Teer *n, douoeNcomplex *cx,XE, douoeNreal *x, iEFeex *zx, iEFeger *0drx, douoeNcomplex *zy,XiEFeger *0dry); /* SubrodouoeNcomplex *cx,XEswap_(0dteger *n, douoeNreal *dx, iEFeger *0drx, douoeNreal *m,XiEFe* Subrouty */ 0dt zgbmv_(char *UPNG ,oeNcomplex *alphaPNG b,XiEFeger *m,XiEFeEFeger *ku, douoeNcomplex *alp_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFegzal *x, iEFeger *0drx, douoeNreal *y,XiEFeger *0dry, douoeNreal *m,XiEFe* Subrouty */ 0dt zgbmv_(char *UPNG ,oeNcomplex *alphaPNG b,XiEFeger *m,XiEFeEFeger *ku, douoeNcomplex *alp_(char *uplo,Xchar *UPNG ,XiEFeger *n, iEFegzal x, iEFeger *0drx, douoeNreal *y,XiEFeger *0dry, douoeNreal *m,XiEFe* Subrouty */ 0dt zgbmv_(char *UPNG ,oeNcomplex *alphaP/ 0dtoeNcomplex *alp_(char *uplo,Xar *UPNG ,XiEFeger *n, iEFegza, douoeNreal *a, iEFeger *lda, douoeNreal *bDta, douoeNreal *c__, iEFege *m,XiEFebmv_(char *UPNG ,oeNcomplex *alpchar *UPNG omplex *UPNG ,XiEFeger *n, iEFegza,ger *n, iEFeger *k, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *m,XiEFebmv_(char *UPNG ,oeNcomplex *alpchar *UPNG omplex *UPNG ,XiEFeger *n, iEFegzaeger *n, iEFeger *k, douoeNreal *a, iEFeger *lda, douoeNreal *m,XiEFebp ,oeNcomplex *alpchar *UPNG ,x, d*UPNG ,XiEFeger *n, iEFegzae, douoeNreal *alpha, douoeNreal *a, iEFeger * lda, douoeNrea *m,XiEFebp ,oeNcomplex *alpchar *UPNG ,x, d*UPNG ,XiEFeger *n, iEFegzar *UPNG ,Xchar *diag,XiEFeger *n, douoeNreal *ap, douoeNreal *x, iEFeger *0drx); /* *m,XiEFe* Subrouty */ 0dt zgbmva, real *c__,EFeger *m,XiEFePNG b,XiEFeger *UPNG ,XiEFeger *n, iEFegzar douoeNreal *alpha, douoeNreal *a, iEFeger * lda, douoeNrea *m,XiEFebmv_(char *UPNG ,oeNcomplex *alpchar *UPNG ,x, d*UPNG ,XiEFeger *n, iEFegzar *diag,XiEFeger *n, douoeNreal *a, iEFeger *lda, douoeNreal *x, iEFeger *0drx); /* *m,XiEFe* Subrouty */ 0dt zgbmva, real *c__,EFeger *m,XiEFePNG b,XiEFeger *UPNG ,XiEFeger *n, iEFegzar, douoeNreal *alpha, douoeNreal *a, iEFeger * lda, douoeNrea *m,XiEFebmv_(char *UPNG ,oeNcomplex *alpchar *UPNG ,x, d*UPNG ,XiEFeger *n, iEFegcbdsq douoeNreal *x, iEFeger *0d iEFeger *cvtdteger *n,EFegru0d iEFeger *ccldb); /dx, real *se(complex *zvtdteger *n,Eldvtdt complex *udteger *n,EldiEFeger *0dr_(char *uplo,Xar real *srworkfo, ftnitn srn , real *a, iEFeger *lda, cgbbrddouoeNrell"p_(0dteger *n, douoeNreal *da, douoe*ccldr *UPNG ,XiEk iEFeger *0dXiEFeger *0dryPNG b,XiEFegerabldb); /dx, ra, real e(complex *zqNG b,XiEFegerq(complex *zptdteger *n,Eldptdt complex *_(char *uplo,Xar rcomplex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgbcondouoeNre@bar, douoeNreal *da, douoeNcomFeger *0dXiEFr *eger *0dryPNG b,XiEFegerabldftnitn srnpivuty */ @bar, eal *srconddt complex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgbeqmplex * x, iEFeger *0drx, da, douoeNcomFeger *0dXiEFr *eger *0dryPNG b,XiEFegerabldeal *srx, real *srx, real *srowcnddtX iEFegcolcnddtX iE*egerfoftnitn srn , real *a, iEFeger *lda, cgbeqmbplex * x, iEFeger *0drx, da, douoeNcomFeger *0d XiEFeger *0dryPNG b,XiEFegerabldb); /rx, real *srx, real *srowcnddta, real colcnddtX iE*egerfoftnitn srn , real *a, iEFeger *lda, cgbrfsa, iEFeger *lda, real *bx, da, douoeNcomFeger *0d XiEF, real *bxrhsEFeger *0dryPNG b,XiEFegerabldeger *0dryfhar *UPNG a, chayfhar *UPNG a,npivut *m,XiEFePNG b,XiEFeger *mplex *alpchar *UPNG ,Xilda, iEFegeferrrouty */rrrocomplex *workfoeal *srworkfoftnitn sr, ft, real *a, iEFeger *lda, cgbrfsxa, iEFeger *lda iEFegeqmedda, real *bx, da, douoe XcomFeger *0dXiEF, real *bxrhsEFeger *0dryPNG b,XiEFegerabldeger *0dr yfhar *UPNG a,hayfhar *UPNG a,npivutb); /rx, real *srx, r *m,XiEFePNG char *UPNG b,XiEFeger *mxar *UPNG a,hax, eal *srconddtuty */rrro char *UPNGn_/rr_bndsx, real *serr_bndsx@barx, real *serr_bndsxEFegoeNreal *alpha,nr *0ds real *sr *0ds rcomplex *workfoeal *srworkfoftnitn sr, ft, real *a, iEFeger *lda, cgb, doeger *0drx, da, douoeNcomFeger *0dXiEFeger *n,EFegrhsEFeger *0dryPNG b,XiEFegerabld *UPNG a,npivut *m,XiEFePNG b,XiEFeg char *ftnitn srn , real *a, iEFeger *lda, cgbsvxa, iEFegfa"p_( iEFeger *lda, real *bx, da, douoeNcomr *UPNG ,XiEkiEF, real *bxrhsEFeger *0dryPNG b,XiEFegerabldeger *0dryfharr *UPNG ,XiEFeyfhar *UPNG a,npivut iEFegeqmeddab); /rx, real *srx, r char *uplo,Xchar *UPNG a,XiEFeger *mxar *UPNG a,hax, eal *srconddtuty Fegferrrouty */rrrocomplex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgbsvxxa, iEFegfa"p_( iEFeger *lda, real *bx, da, douoe XcomFeger *0dXiEF, real *bxrhsEFeger *0dryPNG b,XiEFegerabldeger *0dr yfhar *UPNG a,hayfhar *UPNG a,npivut iEFegeqmeddab); /rx, real *srx, r ct *m,XiEFePNG b,XiEFeger *mplex *alpchar *UPNG ,hax, eal *srconddta, real rpvgrwrouty */rrrohar *UPNGn_/rr_bndsx, real *s err_bndsx@barx, real *serr_bndsxEFegoeNrl *alpha,nr *0ds real *s r *0ds rcomplex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgbtf2plex * x, iEFeger *0drx, da, douoeNcomFeger *0dXiEFr *eger *0dryPNG b,XiEFegerabld *UPNG a,npivutftnitn srn , real *a, iEFeger *lda, cgbtrfplex * x, iEFeger *0drx, da, douoeNcomFeger *0dXiEFr *eger *0dryPNG b,XiEFegerabld *UPNG a,npivutftnitn srn , real *a, iEFeger *lda, cgbtrsa, iEFeger *lda, real *bx, da, douoeNcomFeger *0d XiEF, real *bxrhsEFeger *0dryPNG b,XiEFegerabld *UPNG a,npivut *m,XiEFlo,XNG b,XiEFeger *mftnitn srn , real *a, iEFeger *lda, cgebax, iEFegejobut iEFegFeger , real *bx, da, douoei *x,, ftnitn srnhi *0drx, rcaler , real *bm(complex *zvdteger *n,Eldvfo, ftnitn srn , real *a, iEFeger *lda, cgebal, iEFegejobut, real *bx, *m,XiEFebmv_(char *UPNG ,, ftnitn srn *x, iEFeger nhi *0drx, rcaler , real *bn , real *a, iEFeger *lda, cgebd2plex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, db); /dx, real *se(complex *ztauq(complex *ztaup rcomplex *workfo, ftnitn srn , real *a, iEFeger *lda, cgebrddoex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, db); /dx, real *se(complex *ztauq(complex *ztaup rcomplex *workfo, ftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cgecondouoeNre@bar, douoeNreal * *m,XiEFebmv_(char *UPNG ,, db); / @bar, eal *srconddtcomplex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgeeqmplex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, db); /rx, real *srx, real *srowcnddtX iE colcnddtX iE*egerfo, ftnitn srn , real *a, iEFeger *lda, cgeeqmbplex * x, iEFeger *0drx, *m,XiEFebmv_(char *Uchar *ub); /rx, real *srx, real *srowcnddtX iE colcnddtX iE*egerfo, ftnitn srn , real *a, iEFeger *lda, cgees, iEFegejobvlda iEFegsorp_(L_fp sell"p_(0dteger *a, complex *b, iEFeger *ldb);iEFeger *sdim(complex *zw(complex *zvsNG char *UPNG bvs rcomplex *workfoftnitn srlworkfoeal *srworkfoax_(0dtephaPworkfoftnitn srn , real *a, iEFeger *lda, cgeesxa, iEFegjobvlda iEFegsorp_(L_fp sell"p_( iEFeg senseEFeger *0drx, *m,XiEFebmv_(char *UPNG ,iEFeger *sdim(complex *z w(complex *zvsNGhar *UPNG bvs real *srconde real *srcondv(complex *z workfoftnitn srlworkfoeal *srworkfoax_(0dtepPworkfoftnitn srn , real *a, iEFeger *lda, cgeeva, iEFegjobvl_( iEFegjobvrEFeger *0drx, *m,XiEFebmva, real *c__,omplex *zw(complex *zvlNGhar *UPNG bvl(complex *zvrNG char *UPNG bvrrocomplex *workfoftnitn srlworkfoeal *srworkfoftnitn sr, ft, real *a, iEFeger *lda, cgeevxa, iEFegbalanc_( iEFegjobvl_( iEFegjobvrEF iEFeg senseEFeger *0drx, *m,XiEFebmv_(char *UPNG ,omplex *zw(complex *zvlNG char *UPNG bvl(complex *zvrNGhar *UPNG bvrroftnitn srn *x, iEFeger nhi *, db); /rcaler X iE*ebnar, eal *srconde real *srcondv(complex *zworkfo, ftnitn srlworkfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgegs, iEFegejobvll_( iEFegjobvsrEFeger *0drx, *m,XiEFecomplex *c__, iEFeger *ldc);PNG b,XiEFeger *mplex *alp, complex *x, iEyrk_(char *uplovll_(har *UPNG bvsl(complex *zvsrNGhar *UPNG bvsrdt complex *workfoftnitn srlworkfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgegva, iEFegjobvl_( iEFegjobvrEFeger *0drx, *m,XiEFebmva, real *c__,omplex *zPNG b,XiEFeger *mplex *alp, complex *x, o,Xchar *omplex *zvlNGhar *UPNG bvl(complex *zvrNGhar *UPNG bvrrocomplex * workfoftnitn srlworkfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgehd2doeger *0drx, da, douoen *x, iEFeger nhi * *m,XiEFecomplex *c__, iEFeger *ldc);taurocomplex *workfoftnitn srn , real *a, iEFeger *lda, cgehrddoex * x, x, da, douoen *x, iEFeger nhi * *m,XiEFecomplex *c__, iEFeger *ldc);taurocomplex *workfoftnitn srlworkfoftnitn somple, real *a, iEFeger *lda, cgelq2plex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, der *ldc);taurocomplex *workfoftnitn srn , real *a, iEFeger *lda, cgelqfplex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, der *ldc);taurocomplex *workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cgelsa, iEFeger *lda, real *biEFeger *0drx, da, douoeFegrhsEFeger *0dryplex *c__, iEFeger *ldc);PNG b,XiEFeger *mplex *alp workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cgelsddoex * x, iEFeger *0drx, , real *bxrhsEFeger *0drcomplex *c__, iEFeger *ldc);PNG b,XiEFeger *mb); /r, eal *srconddta, b,XiEFegr *krocomplex *workfoftnitn srlworkfoeal *srworkfoftnitn sr, fworkfoftnitn srn , real *a, iEFeger *lda, cgelssdoex * x, iEFeger *0drx, , real *bxrhsEFeger *0drcomplex *c__, iEFeger *ldc);PNG b,XiEFeger *mb); /r, eal *srconddta, b,XiEFegr *krocomplex *workfoftnitn srlworkfoeal *srworkfoftnitn sr, f , real *a, iEFeger *lda, cgelsxdoex * x, iEFeger *0drx, , real *bxrhsEFeger *0drcomplex *c__, iEFeger *ldc);PNG b,XiEFeger *m b,XiEFegjpvtdteal *srconddta, b,XiEFegr *krocomplex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgelsydoex * x, iEFeger *0drx, , real *bxrhsEFeger *0drcomplex *c__, iEFeger *ldc);PNG b,XiEFeger *m b,XiEFegjpvtdteal *srconddta, b,XiEFegr *krocomplex *workfoftnitn srlworkfoeal *srworkfoftnitn sr, f , real *a, iEFeger *lda, cgeql2plex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, der *ldc);taurocomplex *workfoftnitn srn , real *a, iEFeger *lda, cgeqlfplex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, der *ldc);taurocomplex *workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cgeqp3plex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, d b,XiEFegjpvtdter *ldc);taurocomplex *workfoftnitn srlworkfoeal *s rworkfoftnitn srn , real *a, iEFeger *lda, cgeqpfplex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, d b,XiEFegjpvtdter *ldc);taurocomplex *workfoeal *srworkfoftnitn sr, f , real *a, iEFeger *lda, cgeqr2plex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, der *ldc);taurocomplex *workfoftnitn srn , real *a, iEFeger *lda, cgeqrfplex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, der *ldc);taurocomplex *workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cgerfsa, iEFeger *lda, real *bx, da, douoexrhsEFeger *0drcomplex *c__, iEFeger *ldc);afplex *c__, iEFfplex *c__, npivut *m,XiEFehaPNG b,XiEFeger *mplex *alpchar *UPNG ,hax, eal *sferrrouty */rrro complex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgerfsxa, iEFeger *lda iEFegeqmedda, real *bx, da, douoe grhsEFeger *0dryplex *c__, iEFeger *ldc);afplex *c__, iEFfplex *c__, , fpivutb); /rx, real *srx, r *m,XiEFePNG b,XiEFeger *mplex *alpchaa, real *cx, eal *srconddtuty */rrro, real *bx_/rr_bndsx, real *s err_bndsx@barx, real *serr_bndsxEFegoeNrl *alpha,nr *0ds real *s r *0ds rcomplex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgerq2plex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, der *ldc);taurocomplex *workfoftnitn srn , real *a, iEFeger *lda, cgerqfplex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, der *ldc);taurocomplex *workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cgescNreal scabs1_(complex *zyplex *c__, iEFeger *ldc); rhsplex *c__, npivut b,XiEFegjpivutb); /rcale real *a, iEFeger *lda, cgesdda, iEFegjobzda, real *biEFeger *0drx, *m,XiEFebmva, real *c__,b); /r, *m,XiEFeudteger *n,EldiEFeger *0drvtdteger *n,ompldvtdtcomplex *workfoftnitn srlworkfoeal *srworkfoftnitn srnworkfo, ftnitn srn , real *a, iEFeger *lda, cge, doeger *0drx, da, douoegrhsEFeger *0dryplex *c__, char *uex *c__, npivut *m,XiEFeXNG b,XiEFeger *mftnitn srn , real *a, iEFeger *lda, cgesvda, iEFegjobu_( iEFegjobvp_(0dteger *n, douoeNreal * complex *b, iEFeger *ldb);b); /r, *m,XiEFeudteger *n,EldiEFeger *0dr vtdteger *n,Eldvtdtcomplex *workfoftnitn srlworkfoeal *srworkfo, ftnitn srn , real *a, iEFeger *lda, cge, xa, iEFegfa"p_( iEFeger *lda, real *bx, da, douoe grhsEFeger *0dryplex *c__, iEFeger *ldc);afplex *c__, iEFfplex *c__, , fpivut iEFegeqmeddab); /rx, real *srx, r *m,XiEFeXNG b,XiEFeger *m complex *xar *UPNG a,hax, eal *srconddtuty ferrrouty */rrro complex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgesvxxa, iEFegfa"p_( iEFeger *lda, real *bx, da, douoe grhsEFeger *0dryplex *c__, iEFeger *ldc);afplex *c__, iEFfplex *c__, , fpivut iEFegeqmeddab); /rx, real *srx, r *m,XiEFeXNG b,XiEFeger *m complex *xar *UPNG a,hax, eal *srconddtuty rpvgrwrouty */rrro char *UPNGn_/rr_bndsx, real *serr_bndsx@barx, real *serr_bndsxEFegoeNreal *alpha,nr *0ds real *sr *0ds rcomplex *workfoeal *srworkfoftnitn sr, ft, real *a, iEFeger *lda, cgetcNreal scabs1_(complex *zyplex *c__, iEFegex *c__, , fpivut b,XiEFegjpivutftnitn srn , real *a, iEFeger *lda, cgetf2plex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, d b,XiEFegnpivutftnitn srn , real *a, iEFeger *lda, cgetrfplex * x, iEFeger *0drx, *m,XiEFebmv_(char *UPNG ,, d b,XiEFegnpivutftnitn srn , real *a, iEFeger *lda, cgetrireal scabs1_(complex *zyplex *c__, iEFegex *c__, , fpivutcomplex *workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cgetrsa, iEFeger *lda, real *bx, da, douoexrhsEFeger *0drcomplex *c__, iEFegex *c__, npivut *m,XiEFeXNG b,XiEFeger *mftnitn sr, ft, real *a, iEFeger *lda, cggbax, iEFegejobut iEFegFeger , real *bx, da, douoei *x,, ftnitn srnhi *0drx, lrcaler X iE*rrcaler , real *bm(complex *zvdt char *UPNG bvfoftnitn srn , real *a, iEFeger *lda, cggbal, iEFegejobut, real *bx, *m,XiEFebmv_(char *UPNG ,, *m,XiEFeXNG b,XiEFeger *mftnitn srn *x, iEFeger nhi *0drx, lrcaler a, real rrcaler X iE*workfoftnitn srn , real *a, iEFeger *lda, cgges, iEFegejobvll_( iEFegjobvsrEF iEFegsorp_(L_fp selctgut, real *bx, *m,XiEFebmv_(char *UPNG , *m,XiEFeXNG b,XiEFeg char *ftnitn srsdim(complex *z, complex *x, o,Xchahar *uplovll_( char *UPNG bvsl(complex *zvsrNGhar *UPNG bvsrdtcomplex *workfoftnitn sr chworkfoeal *srworkfoax_(0dtepPworkfoftnitn srn , real *a, iEFeger *lda, cggesxa, iEFegjobvll_( iEFegjobvsrEF iEFegsorp_(L_fp selctgut iEFegsenseEFeger *0drx, *m,XiEFebmv_(char *UPNG ,omplex *zharr *UPNG ,XiEFer *ftnitn srsdim(complex *z, complex *x, o,Xchahar *uplo vll_(har *UPNG bvsl(complex *zvsrNGhar *UPNG bvsrdteal *srconde real *omprcondv(complex *zworkfoftnitn srlworkfoeal *srworkfoftnitn srnworkfo, ftnitn srliworkfoax_(0dtepPworkfoftnitn srn , real *a, iEFeger *lda, cggeva, iEFegjobvl_( iEFegjobvrEFeger *0drx, *m,XiEFebmva, real *c__,omplex *zPNG b,XiEFeger *mplex *alp, complex *x, o,Xchar *omplex *zvlNGhar *UPNG bvl(complex *zvrNGhar *UPNG bvrrocomplex * workfoftnitn srlworkfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cggevxa, iEFegbalanc_( iEFegjobvl_( iEFegjobvrEF iEFeg senseEFeger *0drx, *m,XiEFebmv_(char *UPNG ,omplex *zXNG b,XiEFeger *m complex *z, complex *x, o,Xchahar *uplovlNGhar *UPNG bvl(complex *z vrNGhar *UPNG bvrroftnitn srn *x, iEFeger nhi *0drx, lrcaler X iE*a, rcaler X iE*ebnar, eal *sbbnar, eal *srconde real *srcondv(complex *ompworkfoftnitn srlworkfoeal *srworkfoftnitn srnworkfoax_(0dtepPworkfo, ftnitn srn , real *a, iEFeger *lda, cggglmdoeger *0drx, da, douoeiEFeger *0drp, *m,XiEFebmva, real *c__,omplex *zPNG b,XiEFeger *mplex *alpdx, r *m,XiEFex ,, *m,XiEFey(complex *zworkfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cgghrddouoeNreomplqEF iEFegomplzEFeger *0drx, ftnitn sr, f *x, iEFeger nhi * *m,XiEFebmv_(char *UPNG ,omplex *zXNG b,XiEFeger *m complex *zqNG b,XiEFegerq(complex *zz(char *uplo,Xarzfoftnitn srn , real *a, iEFeger *lda, cgglsedoex * x, iEFeger *0drx, , real *bp, *m,XiEFebmva, real *c__,omplex *zPNG b,XiEFeger *mplex *alprx, r *m,XiEFedx, r char *uplox(complex *zworkfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cggqrfplex * x, x, da, douoeiEFeger *0drp, *m,XiEFebmva, real *c__,omplex *ztau__,omplex *zPNG b,XiEFeger *mplex *alptaubro complex *workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cggrqfplex * x, iEFeger *0drpEFeger *0drx, *m,XiEFebmva, real *c__,omplex *ztau__,omplex *zPNG b,XiEFeger *mplex *alptaubro complex *workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cggsvda, iEFegjobu_( iEFegjobv_( iEFegjobq, da, douoeiEFeal *alpha,nEFeger *0drpEFeger *0drkfoftnitn srlEFeger *0dryplex *c__, char *uomplex *zPNG b,XiEFeger *mX iE*eubrouty */o,Xchahar *uploumva, real *ciEFeger *0drvNGhar *UPNG bv,complex *zqNG b,XiEFegerq(c complex *workfoeal *srworkfoftnitn srnworkfoftnitn srn , real *a, iEFeger *lda, cggsvpa, iEFegjobu_( iEFegjobv_( iEFegjobq, da, douoeiEFeal *alpha,pEFeger *0drx, *m,XiEFebmv real *c__,omplex *zPNG b,XiEFeompld *mX iE*tola*mX iE*tolbEFeger *0drkfoftnitn srlEFeger *0drumva, real *ciEFeger *0drvNGhar *UPNG bv,complex *zqNG b,XiEFegerq(c ftnitn srnworkfoeal *srworkfoer *ldc);taurocomplex *workfoftnitn sr, ft, real *a, iEFeger *lda, cgtcondouoeNre@bar, douoeNreal * *m,XiEFedl(complex *z dx, r *m,XiEFeciEFeger *0drdu2egex *c__, npivutb); / @bar, eal *sa, conddtcomplex *workfoftnitn srn , real *a, iEFeger *lda, cgtrfsa, iEFeger *lda, real *bx, da, douoexrhsEFeger *0drcodl(complex *zdx, r *m,XiEFeciEFeger *0drdlfEFeger *0drdfEFeger *0drcodufEFeger *0drdu2egex *c__, npivutomplex *zPNG b,XiEFeger *mplex *alphager *n, iEFelda, iEFegeferrrouty */rrrocomplex *workfoeal *srworkfo, ftnitn srn , real *a, iEFeger *lda, cgt, doeger *0drx, da, douoegrhsEFeger *0drdl(complex *z dx, r *m,XiEFeciEFeger *0drXNG b,XiEFeger *mftnitn srn , real *a, iEFeger *lda, cgt, xa, iEFegfa"p_( iEFeger *lda, real *bx, da, douoe grhsEFeger *0drdl(complex *zdx, r *m,XiEFeciEFeger *0drdlfEFeger *0dr dfEFeger *0drdufEFeger *0drdu2egex *c__, npivutomplex *zPNG b,XiEFeg char *complex *xar *UPNG a,hax, eal *srconddtuty ferrrouty */rrro complex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cgttrfplex * x, x, eger *0drdl(complex *zdx, r *m,XiEFecoduEFeger *0drdu2egex *c__, npivutftnitn srn , real *a, iEFeger *lda, cgttrsa, iEFeger *lda, real *bx, da, douoexrhsEFeger *0drcodl(complex *zdx, r *m,XiEFeciEFeger *0drdu2egex *c__, npivutomplex *zhaPNG b,XiEFeger *mftnitn srn , real *a, iEFeger *lda, cgtts2plex * x, ier *lda, real *bx, da, douoexrhsEF complex *dl(complex *zdx, r *m,XiEFeciEFeger *0drdu2egex *c__, npivut, *m,XiEFeXNG b,XiEFeger real *a, iEFeger *lda, chbeva, iEFegjobz_( iEFegx, iEFeger *0drx, complex *yddt complex *yPNG b,XiEFegerabldb); /w(complex *zz(char *uplo,Xarzfo complex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, chbevda, iEFegjobz_( iEFegx, iEFeger *0drx, complex *yddt complex *yPNG b,XiEFegerabldb); /w(complex *zz(char *uplo,Xarzfo complex *workfoftnitn srlworkfoeal *srworkfoftnitn srlrworkfoftnitn sr, fworkfoftnitn srlnworkfoftnitn srn , real *a, iEFeger *lda, chbevxa, iEFegjobz_( iEFegr *g*n, douoeNreal *dx, iEFe douoeNreal *x,ddtcomplex *yPNG b,XiEFegerabldeger *0drqNG b,XiEFegerq(c eal *svl(ceal *svudteger *n,EilNGhar *UPNGiiEFeger *0bstolfoftnitn sr, mldb); /w(complex *zz(char *uplo,Xarzfocomplex *workfoeal *srworkfo, ftnitn srnworkfoftnitn srnfailNGhar *UPNGi , real *a, iEFeger *lda, chbgstdouoeNrell"p_( iEFegx, iEFeger *0drx, complex *ybmva, real kbdtcomplex *yPNG b,XiEFegerabldeger *0drbXNG b,XiEFeger *m complex *xar *UPNG a,hax, complex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, chbgva, iEFegjobz_( iEFegx, iEFeger *0drx, complex *ybmva, real kbdtcomplex *yPNG b,XiEFegerabldeger *0drbXNG b,XiEFeger *m b); /w(complex *zz(char *uplo,Xarzfocomplex *workfoeal *srworkfo, ftnitn srn , real *a, iEFeger *lda, chbgvda, iEFegjobz_( iEFegx, iEFeger *0drx, complex *ybmva, real kbdtcomplex *yPNG b,XiEFegerabldeger *0drbXNG b,XiEFeger *m b); /w(complex *zz(char *uplo,Xarzfocomplex *workfoftnitn srlworkfoa, real rworkfoftnitn srlrworkfoftnitn srfworkfoftnitn srlnworkfo, ftnitn srn , real *a, iEFeger *lda, chbgvxa, iEFegjobz_( iEFegr *g*n, douoeNreal *dx, iEFe douoeNreal *x,bmv real kbdtcomplex *yPNG b,XiEFegerabldeger *0drbXNGa, real *cbbldeger *0drqNG b,XiEFegerq(ceal *svl(ceal *svudteger *n,E, f NGhar *UPNGiiEFeger *0bstolfoftnitn srmldb); /w(complex *zz(chaa, real *czfocomplex *workfoeal *srworkfoftnitn srfworkfoftnitn sra, failNGhar *UPNGi , real *a, iEFeger *lda, chbtrddouoeNrell"p_( iEFegx, iEFeger *0drx, complex *yddt complex *yPNG b,XiEFegerabldb); /dx, real *se(complex *zqfoftnitn sra,erq(complex *zworkfoftnitn srn , real *a, iEFeger *lda, checondouoeNrex, iEFeger *0drx, *m,XiEFebmv real *c__,, d b,XiEFegnpivutb); / @bar, eal *srconddtcomplex *workfoftnitn sr, ft, real *a, iEFeger *lda, cheeqmbpluoeNrex, iEFeger *0drx, *m,XiEFebmv real char *ub); /s real *ssconddtuty egerfoomplex *zworkfoftnitn srn , real *a, iEFeger *lda, cheeva, iEFegjobz_( iEFegx, iEFeger *0drx, *m,XiEFebmva, real *c__,b); /w(complex *zworkfoftnitn srlworkfoeal *srworkfo, ftnitn srn , real *a, iEFeger *lda, cheevda, iEFegjobz_( iEFegx, iEFeger *0drx, *m,XiEFebmva, real *c__,b); /w(complex *zworkfoftnitn srlworkfoeal *srworkfo, ftnitn srlrworkfoftnitn srfworkfoftnitn srlnworkfoftnitn srn , real *a, iEFeger *lda, cheevra, iEFegjobz_( iEFegr *g*n, douoeNreal *dx, iEFe douo *m,XiEFebmv real *c__,eal *svl(ceal *svudteger *n,EilNGhar *UPNG, fiEFeger *0bstolfoftnitn srmldb); /w(complex *zz(char *uplo,Xarzfo eger *n,Eisuppzfocomplex *workfoftnitn srlworkfoeal *srworkfoftnitn sr, lrworkfoftnitn srfworkfoftnitn srlnworkfoftnitn srn , real *a, iEFeger *lda, cheevxa, iEFegjobz_( iEFegr *g*n, douoeNreal *dx, iEFe douo *m,XiEFebmv real *c__,eal *svl(ceal *svudteger *n,EilNGhar *UPNG, fiEFeger *0bstolfoftnitn srmldb); /w(complex *zz(char *uplo,Xarzfo complex *workfoftnitn srlworkfoeal *srworkfoftnitn srfworkfoftnitn sra, failNGhar *UPNGi , real *a, iEFeger *lda, chegs2plex * x, ieyp*n, douoeNreal *dx, iEFe doomplex *zhamplex *c__, iEFeger *ldc);PNG b,XiEFeger *m b,XiEFegi , real *a, iEFeger *lda, chegstplex * x, ieyp*n, douoeNreal *dx, iEFe doomplex *zhamplex *c__, iEFeger *ldc);PNG b,XiEFeger *m b,XiEFegi , real *a, iEFeger *lda, chegvplex * x, ieyp*n, douoejobz_( iEFegx, iEFeger *0drFeger *m,XiEFebmv_(char *UPNG ,omplex *zXNG b,XiEFeger *mb); /w(c complex *workfoftnitn srlworkfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, chegvdplex * x, ieyp*n, douoejobz_( iEFegx, iEFeger *0drFeger *m,XiEFebmv_(char *UPNG ,omplex *zXNG b,XiEFeger *mb); /w(c complex *workfoftnitn srlworkfoeal *srworkfoftnitn srlrworkfoftnitn sr, fworkfoftnitn srlnworkfoftnitn srn , real *a, iEFeger *lda, chegvxa,ex * x, ieyp*n, douoejobz_( iEFegr *g*n, douoe x, iEFeger *0drx, *m,XiEFebmv real *c__,omplex *zXNG b,XiEFeger *m eal *svl(ceal *svudteger *n,EilNGhar *UPNGiiEFeger *0bstolfoftnitn sr, mldb); /w(complex *zz(char *uplo,Xarzfocomplex *workfoftnitn srlworkfoa,oeal *srworkfoftnitn srnworkfoftnitn srnfailNGhar *UPNGi , real *a, iEFeger *lda, cherfsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger *0drcomplex *c__, iEFeger *ldc);afplex *c__, iEFfplex *c__, npivut *m,XiEFehaPNG b,XiEFeger *mplex *alpchar *UPNG ,hax, eal *sferrrouty */rrro complex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, cherfsxa, iEFegal *alpha, deqmedda, real *bx, da, douoe grhsEFeger *0dryplex *c__, iEFeger *ldc);afplex *c__, iEFfplex *c__, , fpivutb); /s_,omplex *zXNG b,XiEFeger *mplex *alpchar *UPNG ,hax, a, real rconddtuty */rrro, real *bx_/rr_bndsx, real *serr_bndsx@barx, ra,oeal *serr_bndsxEFegoeNrl *alpha,nr *0ds real *sr *0ds rcomplex *workfoa,oeal *srworkfoftnitn srn , real *a, iEFeger *lda, che, douoeNreal *al iEFeger *0d iEFeger *rhsEFeger *0dr__,, d b,XiEFegiEFegex *c__, npivut *m,XiEFeXNG b,XiEFeger *mcomplex *workfoa,oftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, che, xa, iEFegfa"p_( iEFegal *al iEFeger *0d iEFeger grhsEFeger *0dryplex *c__, iEFeger *ldc);afplex *c__, iEFfplex *c__, , fpivut mplex *zXNG b,XiEFeger *mplex *alpchar *UPNG ,hax, eal *srconddta, iEFegeferrrouty */rrrocomplex *workfoftnitn srlworkfoeal *srworkfo, ftnitn srn , real *a, iEFeger *lda, chesvxxa, iEFegfa"p_( iEFegal *al iEFeger *0d iEFeger grhsEFeger *0dryplex *c__, iEFeger *ldc);afplex *c__, iEFfplex *c__, , fpivut iEFegeqmeddab); /s_,omplex *zXNG b,XiEFeger *mplex *alpchaa, real *cx, eal *srconddtuty rpvgrwrouty */rrrohar *UPNG g_/rr_bndsx, real *serr_bndsx@barx, real *serr_bndsxEFegoeNrhar *UPNG gr *0ds real *sr *0ds rcomplex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, chetd(char *uplo,XiEFeger *n, re *m,XiEFebmv real *c__,, db); /dx, real *se(complex *ztauroftnitn srn , real *a, iEFeger *lda, chetf(char *uplo,XiEFeger *n, re *m,XiEFebmv real *c__,, dex *c__, npivutftnitn srn , real *a, iEFeger *lda, chetrddouoeNrelo,XiEFeger *n, re *m,XiEFebmv real *c__,, db); /dx, real *se(complex *ztaurocomplex *workfoftnitn srlworkfoa,ftnitn srn , real *a, iEFeger *lda, chetrfchar *uplo,XiEFeger *n, re *m,XiEFebmv real *c__,, dex *c__, npivutcomplex *workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, chetrichar *uplo,XiEFeger *n, re *m,XiEFebmv real *c__,, dex *c__, npivutcomplex *workfoftnitn srn , real *a, iEFeger *lda, chetrsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger *0drcomplex *c__, iEFegex *c__, npivut *m,XiEFeXNG b,XiEFeger *mex *c__, , f , real *a, iEFeger *lda, chf x, iEFegeer *lr_( iEFegal *al iEFeger *lda, real *bx, r *UPNG ,XiEk*mX iE*eubrout *m,XiEFebmv real *c__,eal *so,Xchar *m,XiEFec__ real *a, iEFeger *lda, chgeqz, iEFegejobut iEFeg *m,qEF iEFegomplzEFeger *0drx, a,ftnitn srn *x, iEFeger nhi * *m,XiEFeh(char *uplo,Xarh(complex *zthaa, real *ctdtcomplex *, complex *x, o,Xchahar *uploqNG b,XiEFegerq(c complex *zz(char *uplo,Xarzfocomplex *workfoftnitn srlworkfoeal *sa, workfoftnitn srn , real CiEFa"pn sral,XiEFchla_er *leyp*eger *0drx *zx, iE*0dfo);x *zx, y haa, real er *l real *a, iEFeger *lda, chpcondouoeNrex, iEFeger *0drx, *m,XiEFebp*mex *c__, , fpivutb); / @bar, eal *srconddtcomplex *workfoftnitn srf , real *a, iEFeger *lda, chpeva, iEFegjobz_( iEFegx, iEFeger *0drx, *m,XiEFebp*m b); /w(complex *zz(char *uplo,Xarzfocomplex *workfoeal *srworkfo, ftnitn srn , real *a, iEFeger *lda, chpevda, iEFegjobz_( iEFegx, iEFeger *0drx, *m,XiEFebp*m b); /w(complex *zz(char *uplo,Xarzfocomplex *workfoftnitn srlworkfoa, real rworkfoftnitn srlrworkfoftnitn srfworkfoftnitn srlnworkfo, ftnitn srn , real *a, iEFeger *lda, chpevxa, iEFegjobz_( iEFegr *g*n, douoeNreal *dx, iEFe douo *m,XiEFeb*x, iEFegvl(ceal *svudteger *n,EilNGhar *UPNGiiEFeger *combstolfoftnitn srmldb); /w(complex *zz(char *uplo,Xarzfoeger *0drcoworkfoeal *srworkfoftnitn srnworkfoftnitn srnfailNGhar *UPNGi , real *a, iEFeger *lda, chpgstplex * x, ieyp*n, douoeNreal *dx, iEFe doomplex *zhamp, *m,XiEFebpNGhar *UPNGi , real *a, iEFeger *lda, chpgvplex * x, ieyp*n, douoejobz_( iEFegx, iEFeger *0drFeger *m,XiEFebp, *m,XiEFebpNGb); /w(complex *zz(char *uplo,Xarzfo complex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, chpgvdplex * x, ieyp*n, douoejobz_( iEFegx, iEFeger *0drFeger *m,XiEFebp, *m,XiEFebpNGb); /w(complex *zz(char *uplo,Xarzfo complex *workfoftnitn srlworkfoeal *srworkfoftnitn srlrworkfoftnitn sr, fworkfoftnitn srlnworkfoftnitn srn , real *a, iEFeger *lda, chpgvxa,ex * x, ieyp*n, douoejobz_( iEFegr *g*n, douoe x, iEFeger *0drx, *m,XiEFebp, *m,XiEFebpNGb); /vl(ceal *svudta,ftnitn srn NGhar *UPNGiiEFeger *0bstolfoftnitn srmldb); /w(complex *z z(char *uplo,Xarzfocomplex *workfoeal *srworkfoftnitn srnworkfoa,ftnitn srnfailNGhar *UPNGi , real *a, iEFeger *lda, chprfsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger *0drcomp, *m,XiEFebfpNGhar *UPNGipivut mplex *zXNG b,XiEFeger *mplex *alpcha, d b,XiEFegiEa, iEFegeferrrouty */rrrocomplex *workfoeal *srworkfo, ftnitn srn , real *a, iEFeger *lda, che, douoeNreal *al iEFeger *0d iEFeger *rhsEFeger *0drcomp, ex *c__, npivut *m,XiEFeXNG b,XiEFeger *mex *c__, n , real *a, iEFeger *lda, che, xa, iEFegfa"p_( iEFegal *al iEFeger *0d iEFeger grhsEFeger *0dryp, *m,XiEFebfpNGhar *UPNGipivut mplex *zXNG b,XiEFeg char *complex *xar *UPNG a,hax, eal *srconddtuty ferrrouty */rrro complex *workfoeal *srworkfoftnitn srn , real *a, iEFeger *lda, chptrddouoeNrelo,XiEFeger *n, re *m,XiEFebpNGb); /dx, ra, real e(complex *ztauroftnitn srn , real *a, iEFeger *lda, chptrfchar *uplo,XiEFeger *n, re *m,XiEFebp*mex *c__, , fpivutftnitn srn , real *a, iEFeger *lda, chptrichar *uplo,XiEFeger *n, re *m,XiEFebp*mex *c__, , fpivutcomplex *workfoftnitn srf , real *a, iEFeger *lda, chptrsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger *0drcomp, ex *c__, npivut *m,XiEFeXNG b,XiEFeger *mex *c__, n , real *a, iEFeger *lda, chseindouoeNreFeger *n, eigsrcr *n, initvfoax_(0dtephasell"p_(0dteger *a, *m,XiEFeh(char *uplo,Xarh(complex *zw(complex *z vlNGhar *UPNG bvl(complex *zvrNGhar *UPNG bvrroftnitn srm0dteger *n,EFemfocomplex *workfoeal *srworkfoftnitn srnfaillfoftnitn srnfailrfo, ftnitn srn , real *a, iEFeger *lda, chseqr, iEFegejobut iEFeg *m,zEFeger *0drx, ftnitn sri *x,, , iEFeger nhi * *m,XiEFeh(char *uplo,Xarh(complex *zw(complex *zz(chaa, real *czfocomplex *workfoftnitn srlworkfoftnitn srn , real *a, iEFeger *lda, cla_gbamv_a,ex * x, er *lda, real *b, iEFeger * ldXiUPNG ,XiEkcomFeger *0dXiEFX iE*eubrout *m,XiEFebPNG b,XiEFegerabld complex *xar *UPNG a,x, doueal *so,Xchaeal *sFeger *0dry); /* Su,XiEFeuty cla_gbrcond_c_, iEFegeer *lEFeger *0drx, ftnitn srNcomFeger *0dXiEFr *m,XiEFebPNG b,XiEFegerabld *m,XiEFebfPNG b,XiEFegerafhar *UPNG a, cfpivutb); /rx, rax_(0dtepcapplyfoftnitn srn , focomplex *workfoeal *sa, workfo*0dfo);er *ly * Su,XiEFeuty cla_gbrcond_x_, iEFegeer *lEFeger *0drx, ftnitn srNcomFeger *0dXiEFr *m,XiEFebPNG b,XiEFegerabld *m,XiEFebfPNG b,XiEFegerafhar *UPNG a, cfpivutcomplex *xar *UPNG a,x,, focomplex *workfoeal *s workfo*0dfo); er *ly * Sual *a, iEFeger *lda, cla_gbrfsxaextended_a,ex * x, prec_eyp*egar *UPNG a, cer *lyeyp*egar *UPNG a,x, da, douoeNcomFeger *0dXiEFeger *n,ExrhsEF complex *bPNG b,XiEFegerabld *m,XiEFebfPNG b,XiEFegerafhar *UPNG a, cfpivutax_(0dtepcolequutb); /rx, r mplex *zXNG b,XiEFeger *mplex *alp yNG b,XiEFegeryrouty */rr_iEFegar *UPNG a,xx@barsx, real *serrs_nx, a,oeal *serrs_rx, r mplex *zres real *say *mplex *alpdy*mplex *alp y_tailx, real *srconddtex * x, iehresh real *srehresh real *sdz_ubx, a,oax_(0dtepig@bae_cwis*egar *UPNG a,n , re,XiEFeuty cla_gbrpvgrw_doeger *0drx, da, douoeNcomFeger *0dXiEFeger *n,EFegcolsEFeger *0dryPNG b,XiEFegerabldeger *0dryfhar *UPNG a,erafh* Sual *a, iEFeger *lda, cla_geamv_a,ex * x, er *lda, real *b, iEFeger * lduty *eubrout *m,XiEFebmv real *c__,complex *xar *UPNG a,x, doueal *siEyrk_(ceal *sFeger *0dry); /* Su,XiEFeuty cla_gercond_c_, iEFegeer *lEFeger *0drx, *m,XiEFebmv real *c__,, er *ldc);afplex *c__, iEFfplex *c__, npivutb); /rx, rax_(0dtepcapplyf, , iEFeger n,, focomplex *workfoeal *s workfo*0dfo);er *ly * Su,XiEFeuty cla_gercond_x_, iEFegeer *lEFeger *0drx, *m,XiEFebmv real *c__,, er *ldc);afplex *c__, iEFfplex *c__, npivutcomplex *xar *UPNG a,x,, fo complex *workfoeal *srworkfo*0dfo);er *ly * Sual *a, iEFeger *lda, cla_gerfsxaextended_a,ex * x, prec_eyp*egar *UPNG a, cer *lyeyp*egar *UPNG a,x, da, douoegrhsEFeger *0dryplex *c__, iEFeg, er *ldc);afplex *c__, iEFfplex *c__, npivutax_(0dtepcolequutb); /rx, ct *m,XiEFePNG b,XiEFeger *mplex *alpyNG b,XiEFegeryrouty */rr_iEFega, , iEFeger xx@barsx, real *serrs_nx, oeal *serrs_rx, r mplex *zres ra, real ay *mplex *alpdy*mplex *alpy_tailx, real *srconddtex * x, cfehresh real *srehresh real *sdz_ubx, oax_(0dtepig@bae_cwis*egar, ftnitn srn , real *a, iEFeger *lda, cla_heamv_a,ex * x, al *x, iEFeger *0dX iE*eubroutuo *m,XiEFebmv real *c__,complex *xar *UPNG a,x, doueal *so,Xchaeal * *Feger *0dry); /* Su,XiEFeuty cla_hercond_c_, iEFegelo,XiEFeger *n, re *m,XiEFebmv real *c__,, er *ldc);afplex *c__, iEFfplex *c__, npivutb); /rx, rax_(0dtepcapplyf, , iEFeger n,, focomplex *workfoeal *s workfo*0dfo);lo,Xy * Su,XiEFeuty cla_hercond_x_, iEFegelo,XiEFeger *n, re *m,XiEFebmv real *c__,, er *ldc);afplex *c__, iEFfplex *c__, npivutcomplex *xar *UPNG a,x,, fo complex *workfoeal *srworkfo*0dfo);lo,Xy * Sual *a, iEFeger *lda, cla_herfsxaextended_a,ex * x, prec_eyp*egariEFegelo,XiE, ftnitn srx, da, douoegrhsEFeger *0dryplex *c__, iEFeger *ldc);afpla, real *c_fplex *c__, npivutax_(0dtepcolequutb); /rx, t *m,XiEFePNGa, real *cb*mplex *alpyNG b,XiEFegeryrouty */rr_iEFegaFeger *n,EFegx@barsx, real *serrs_nx, oeal *serrs_rx, r mplex *zres r real ay *m complex *dy*mplex *alpy_tailx, real *srconddtex * x, fehresh real *sa, ehresh real *sdz_ubx, oax_(0dtepig@bae_cwis*egar *UPNG a,x,, fo *0dfo);lo,Xy * Su,XiEFeuty cla_herpvgrw_do iEFegal *x, iEFeger *0d iEFeger n,, focomplex *bmva, real *c__,omplex *zafplex *c__, iEFfplex *c__, npivutb); /workfo, *0dfo);lo,Xy * Sual *a, iEFeger *lda, cla_lin_*/rr_doeger *0drx, da, douoegz, da, douoegrhsEF complex *res r real ay *muty */rr* Su,XiEFeuty cla_porcond_c_, iEFegelo,XiEFeger *n, re *m,XiEFebmv real *c__,, er *ldc);afplex *c__, iEFfplb); /rx, rax_(0dtepcapplyfoftnitn srn , f ct *m,XiEFeworkfoeal *s workfo*0dfo);lo,Xy * Su,XiEFeuty cla_porcond_x_, iEFegelo,XiEFeger *n, re *m,XiEFebmv real *c__,, er *ldc);afplex *c__, iEFfplcomplex *xar *UPNG a,x,, focomplex *workfoa, real rworkfo*0dfo);lo,Xy * Sual *a, iEFeger *lda, cla_porfsxaextended_a,ex * x, prec_eyp*egariEFegelo,XiE, ftnitn srx, da, douoegrhsEFeger *0dryplex *c__, iEFeger *ldc);afpla, real *c_fplax_(0dtepcolequutb); /rx, r mplex *zXNG b,XiEFeger *m, *m,XiEFey(c b,XiEFegeryrouty */rr_iEFegar *UPNG a,xx@barsx, real *s errs_nx, oeal *serrs_rx, r mplex *zres r real ay *mcomplex *dy*m, *m,XiEFey_tailx, real *srconddtex * x, iehresh real *srehresh real * *dz_ubx, oax_(0dtepig@bae_cwis*egar *UPNG a,x,, fo*0dfo);lo,Xy * Su,XiEFeuty cla_porpvgrw_do iEFegal *x, iEFeger *colsEFeger *0dryaFeger *n,EFe*c__,omplex *zafplex *c__, iEFfplb); /workfo*0dfo);lo,Xy * Su,XiEFeuty cla_rpvgrw_doeger *0drx, da, douoe*colsEFeger *0dryaFeger *n,E*c__,, er *ldc);afplex *c__, iEFf* Sual *a, iEFeger *lda, cla_syamv_a,ex * x, al *x, iEFeger *0dX iE*eubroutuo *m,XiEFebmv real *c__,complex *xar *UPNG a,x, doueal *so,Xchaeal * *Feger *0dry); /* Su,XiEFeuty cla_syrcond_c_, iEFegelo,XiEFeger *n, re *m,XiEFebmv real *c__,, er *ldc);afplex *c__, iEFfplex *c__, npivutb); /rx, rax_(0dtepcapplyf, , iEFeger n,, focomplex *workfoeal *s workfo*0dfo);lo,Xy * Su,XiEFeuty cla_syrcond_x_, iEFegelo,XiEFeger *n, re *m,XiEFebmv real *c__,, er *ldc);afplex *c__, iEFfplex *c__, npivutcomplex *xar *UPNG a,x,, fo complex *workfoeal *srworkfo*0dfo);lo,Xy * Sual *a, iEFeger *lda, cla_syrfsxaextended_a,ex * x, prec_eyp*egariEFegelo,XiE, ftnitn srx, da, douoegrhsEFeger *0dryplex *c__, iEFeger *ldc);afpla, real *c_fplex *c__, npivutax_(0dtepcolequutb); /rx, t *m,XiEFePNGa, real *cb*mplex *alpyNG b,XiEFegeryrouty */rr_iEFegaFeger *n,EFegx@barsx, real *serrs_nx, oeal *serrs_rx, r mplex *zres r real ay *m complex *dy*mplex *alpy_tailx, real *srconddtex * x, fehresh real *sa, ehresh real *sdz_ubx, oax_(0dtepig@bae_cwis*egar *UPNG a,x,, fo *0dfo);lo,Xy * Su,XiEFeuty cla_syrpvgrw_do iEFegal *x, iEFeger *0d iEFeger n,, focomplex *bmva, real *c__,omplex *zafplex *c__, iEFfplex *c__, npivutb); /workfo, *0dfo);lo,Xy * Sual *a, iEFeger *lda, cla_wwaddw_doeger *0drx, complex *xarplex *alpyNGplex *alompw* Sual *a, iEFeger *lda, clabrddoex * x, iEFeger *0drx, eger *0drxbfocomplex *bmva, real *c__,b); /dx, real *se(complex *ztauq(complex *ztaup r complex *xar *UPNG a,hax, complex *yNG b,XiEFegery* Sual *a, iEFeger *lda, clacgvdoeger *0drx, complex *xar *UPNG a,x, d* Sual *a, iEFeger *lda, clacnNreal scabs1_(complex *zvutcomplex *xareal *sesthaa, real kaseEFeger *0drisave real *a, iEFeger *lda, clacondoal scabs1_(complex *zvutcomplex *xareal *sesthaa, real kase real *a, iEFeger *lda, clacp(char *uplo,XiEFeger *n,, iEFeger * lduty ebmva, real *c__,omplex *zPNG b,XiEFeger real *a, iEFeger *lda, clacpychar *uplo,XiEFeger *n,, iEFeger * ldcomplex *bmva, real *c__,omplex *zPNG b,XiEFeger real *a, iEFeger *lda, clacrmdoex * x, iEFeger *0drx, *m,XiEFebmv real *c__,, outy *NG b,XiEFeger *mplex *alpc(char *uplo,Xarcfoeal *srwork real *a, iEFeger *lda, clacrtdoal scabs1_(complex *zcxar *UPNG a,x, douplex *alp cdtcomplex *, coosx, y hC *, coossrn , ladil *a *, coos Fchla_er la_wwaddw_doeger *0drx *uplo,Xarcfoeal *srwork reed0*a, iEFegerqsizchar *uplo,XiEFeger mva, real * *ztauq(com,XiEFeger *m complex *zqNqst *sXiEFeger *m cs a,x,, fo comp /rx, rax_(0omplex *workfoftnitn srlworkfoftnitn srn , reed7Su,XiEFeuty cla_rpvgrwcutpn initvfoax_(qsizch, iE*0dfo);xlvls cla_rpvgrwcurlcomplex *zw(ccurpbmiEFeger mva, ex *zcxar * real *cbbldeger *0drhger *0drx, a,ndxdeger *0dqst *sXiEFeger *m * ptmplex *zvrNGprmptmplex *zvrNGper *lda, cgtcogivptmplex *zvrNG givcobp, *m,Xgivnuftnitn srm0dteger *n,EFemfocomplex *workfrocomplex *workfoeal *srworkfo, ftnitn srn , reed8Su,XiEFeutykchar *uplo,XiEitvfoax_(qsizchex *zcxar * real *cbbldeger *0dmva, rearhger *0drx, acutpn in reaz, re *m,XiEFdlamcomplex *bmvaq2 real *cbbld2eger *0bsto *0drx, a,ndxpmplex *workfoeadxer *0drx, a,ndxdegex *zvrNGper *lda, cgtcogivptmpllex *workfogivcobp, *m,Xgivnuftnx *workfoeal *srworkfo, ftnitn srn , reel *a ehresh rrigh *n, eigsrcnoger char *uplo,XiE *ztauq(com, iEFeger nhi * *m,XiEFeh(char *uplo,Xarr *0drcomp, ex tb); /rx, t *m,*n,EFemfocomp realps3mp reasmlnuftnx *workfoeal *srworkfo, ftnitn srn , reel *aex * x, iEF0drcomp, ex alp cdtcomplex *, coosex *1errs_nx, oeat2errs_nx, oeev*0drx alp cdtcos1errs_nx, oesn1*srworkfo, ftnitn srn , reev2*aex * x, iEF0drcomp, ex alp cdtcompleconddtex1NG a,x,, fot2eger *0bos1errs_nx, oesn1*srworkfo, ftnitn srn , reg2z*a, iEFeger *lda, clacrmdoex * x, siEFeger *colsEFesiEF fo *ex * x, iEFeger *0drx, *x *workfoeal *srworkfo, ftnitn srn , real *a eigsrcupperiEFeger *1errs_nx, oea2eger *0ba3NG a,x,, fb1errs_nx, oeb2eger *0bb3eger *0bosuerrs_nx, oesn__, npivutser *0drdu2egexsn*c__, iEFfsqerrs_nx, oesnq*srworkfo, ftnitn srn , reatm*a, iEFeger *lda, cgttrsa, iEFeger *lda, rconddtexb, iEFeger * ld, douoexrhsEF complex *dl(complex *zdx,xEFeger *colsEFecomplex *xar *Ulex *bmva, real *c__,omplex *zPNG b,XiEFeger rehe *a, iEFeger *lda, chptrfchex * x, iEFe,XiEFeutyk,omplex *zXNG bEFeger *rhsEFeger *0drcomplex *c__, iEFegwFeger *rhsEFewmplex *workfoeal *srworkfo, ftnitn srn , rehl *a eigsrcwanttn, eigsrcwantt iEFeg *m,qEF iEFegomplzEFeger *0drx, a,ftnitn srn *x, iEFeger nhi * *m,XiEFeh(chwF iEFegomplzEFegzer *0drx, a,ftzchex *zcxarG b,XiEFegerq(complex *zz(chG b,XiEFeger *mex *c__, , f , rehr *a, iEFeger *lda, cgehdkchex * x, iEFeFeger *n,, iEFeger * ldcomplex *bmva/dx, real *se(er *n,EldiEFegmplex *zthaay iEFeger * ldcx *uplo,Xarcfoeal *srwork real *a, iEFeger *lda, cgehrkchex * x, iEFeFeger *n,, iEFeger * ldcomplex *bmva/dx, real *se(er *n,EldiEFegmplex *zthaay iEFeger * ldcx *uplo,Xarcfoeal *srwork reic1*a, iEFegerger *lda, cggbjdoal scabs1_(complexs *zvutc,XiEFeh(char *uplo,Xargamma(complexs *zpa, iEFegefersx alp cdtcomp *uplo,Xarcfoeal *srwork rels0*a, iEFegerialp degex *zvrNGnl, iEFeger *ld iEFeger * lsq*sXiEFeger *mE, ftnitn srx, v real *c__,, outy *NbG b,XiEFeger *mpbxEFeger *colper *lda, cgtcogivptmplex *zvrNGgivcobp,,XiEFeger *mpgcobp, *m,Xgivnuftnx *workfompgnuftn *m,Xpole, rconddtexdifbp, *m,Xdifrin reaz, reda, cgehrkch npivutax_(omplexstn srn , focomplex *workfoeal *srworkfo, ftnitn srn , relsa*a, iEFegerialp degex *zvrNGsmlsizchar *uplo,XiErec_eyp*egar, ftnitn srx, v real *c__,, outy *NbG biEFeger *mpbxEF a,x,, f*ldb);b); /r, *,x,, fger *n,EldiEFkp, *m,Xdifbp, *m,Xdifrin a,x,, fzax_(omplexpole, rda, cgtcogivptmplex *zvrNGgivcobp,eger *colsEFegcobp,eger *colper *l *m,Xgivnuftn npivutax_(omplexstn srn ,zfocomplex *workfoeal *srworkfo, ftal *srworkfo, ftnitn srn , rels *a, iEFeger *lda, chptrsmlsizchar *uplo,XiEar *uplo *lda, rconddtmva, real *c__,b); v_(char *UPNG ,omplex *EFeger *mb); /r, eal *srconddta, b,XiE*n,EFemfocomplex *workfrocompex *zz(chG b,XiEFeg fo *0dfo);long*a, iEFegger *lda, cgtcondo*n,EldiEFkdoeger *0drx, dax *, coosexcomplex *yddt complex *yPhar *up fo *0dfo);longea, iEFegger *lda, cgtco *lda, clacrmdoex * x, iEFeger *0drx, *m,XiEFebPhar *up fo *0dfo);longta, iEFegger *lda, cgtcondoger * ld, douoexrhsEF complex *dlsh ru *up fo *0dfo);lonh*a, iEFegger *lda, chbtrddouoeNrell"p_( iEFegx, idax *, coosexcomplex *yddt complex *yPhar *up fo *0dfo);lonhea, iEFegger *lda, chbtrddouoeNrell"p_(ex * x, iEFeger *0drx, *m,XiEFebPhar *up fo *0dfo);lonhfa, iEFegger *lda, cheger *lda, chf x, iEuoeNrell"p_(ex * x, iEFeXiEFebPhar *up fo *0dfo);lonhpa, iEFegger *lda, chbtrddouoeNrell"p_(ex * x, iptn srn , fPhar *up fo *0dfo);lonhsa, iEFegger *lda, cgtcondoger * ld*mX iE*eubrout *m,XiEF fPhar *up fo *0dfo);lonhta, iEFegger *lda, cgtcondoFeger mva, ex *zcxare *up fo *0dfo);lons*a, iEFegger *lda, chbtrddouoeNrell"p_( iEFegx, idax *, coosexcomplex *yddt complex *yPhar *up fo *0dfo);lonspa, iEFegger *lda, chbtrddouoeNrell"p_(ex * x, iptn srn , fPhar *up fo *0dfo);lonsya, iEFegger *lda, chbtrddouoeNrell"p_(ex * x, iEFeger *0drx, *m,XiEFebPhar *up fo *0dfo);lont*a, iEFegger *lda, chbtrddoda, chdiagdouoeNrell"p_( iEFegx, idaplex *zXNG bEomplex *yddt complex *yPhar *up fo *0dfo);lontpa, iEFegger *lda, chbtrddoda, chdiagdouoeNrell"p_(x *, coosexcpmplex *yPhar *up fo *0dfo);lontra, iEFegger *lda, chbtrddoda, chdiagdouoeNrell"x * x, er *lda, oger * ld*mX iE*eubrout *m,XiEFchar *uplo,Xarcfoeal *srwork repll*a, iEFeger *lda, clacgvdoeger *0drx, c_(x *, coosexPNG a,x, douplex *omplexssmi /workfo, *0dfo);lo,Xy * Supmt*a eigsrcforwrd*lda, cgtco *lda, clacrmdoex * x,sh plex *ztaup r co iEFegx, i/workfo, *0dfo);lo,Xy * Suqg*a,da, cgtco *lda, clacrmdo*n,EldiEFkdoeger *0drx, daplex *zXNG bEomplex *yddt complex *ypivut iEFegeqmedlex *ypowcr *UPNG ash cobchar *ub); /s reaiEFfplex */workfo, *0dfo);lo,Xy * Suqg *a, iEFeger *lda, cgglsedoex * x, iEFeger *0drx, *m,XiEFebmpivut iEFegeqmedlex *ypowcr *UPNG a cobchar *ub); /s reaiEFfp lex */workfo, *0dfo);lo,Xy * Suqh*a, iEFeger *lda, cheeqmbplger *0drx,*dx, iEFe douoeNFeger *rhsEFegeb_(omplexstn srn ,l char *ub); /s reaiEFfplex */workfo, *0dfo);lo,Xy * Suqhea, iEFegger *lda, chetrddouoeNrelo,XiEFeger *n, re *m,XiEFebmstn srn ,l char *ub); /s reaiEFfplex */workfo, *0dfo);lo,Xy * Suqhpa, iEFegger *lda, chetrddouoeNrelo,Xp_(omplexstn a,x,, fl char *ub); /s reaiEFfplex */workfo, *0dfo);lo,Xy * Suqp *a, iEFeger *lda, cgetf2plda, cgetfoffsetdoex * x,sh EFeger *rhsEFeger *0drcompjper *0dr vtdt/dx, ,x,, fgn1, ,x,, fgn2omplex *xar *UPNG/workfo, *0dfo);lo,Xy * Suqps*a, iEFeger *lda, cgetf2plda, cgetfoffsetdoar *uplo *lEFe,XiEFeutyk,omx *zXNG bEFeger *rhsEFeger *0drcompjper *0dr vtdt /dx, ,x,, fgn1, ,x,, fgn2omx *zXNG bEux *c__, iEFeg real *c__,r *ldc);afplex *c__, iEFf* Suqr0*a eigsrcwanttn, eigsrcwantt iEFeg *m,qEF iEFegomplzEFeger *0drx, a,ftnitn srn *x, iEFeger nhi * *m,XiEFeh(chwF iEFegomplzEFegzer *0drx, a,ftzchex *zcxarG b,XiEFegerq(compl0dr vtdt , real *czfocomplex *workfoftnitn srlworkfoftnitn srn , reqr1*a, iEFeger *lda, clacg, iEFeger nhi * *m,XiEFeh(ch s1errs_nx, oes2omx *zXNG bvn srlworkfoftnitn srn , reqr2*a eigsrcwanttn, eigsrcwantt iEFeg *m,qEF iEFegomplzEktoFeal *alpha,nbo char *uplo,Xw*lda, clacg, iEFeger nhi * *m, /rx, rax_(0egzer *0drx, a,ftzchex *zcxarG b,XiEFegerq(complex *zz(chG *lda, cgttrsa*dx, iEFe dos*m,XiEFeh(ch, real *ciEFega, cgttrsahomplex *xar *er *n,EldiEFegmpla, cgttrsa *c__, iEFegw, real *ciEwvomplex *xar *UPNG real *czfocompln srlworkfoftnitn srn , reqr3*a eigsrcwanttn, eigsrcwantt iEFeg *m,qEF iEFegomplzEktoFeal *alpha,nbo char *uplo,Xw*lda, clacg, iEFeger nhi * *m, /rx, rax_(0egzer *0drx, a,ftzchex *zcxarG b,XiEFegerq(complex *zz(chG *lda, cgttrsa*dx, iEFe dos*m,XiEFeh(ch, real *ciEFega, cgttrsahomplex *xar *er *n,EldiEFegmpla, cgttrsa *c__, iEFegw, real *ciEwvomplex *xar *UPNG real *czfocompln srlworkfoftnitn srn , reqr4*a eigsrcwanttn, eigsrcwantt iEFeg *m,qEF iEFegomplzEFeger *0drx, a,ftnitn srn *x, iEFeger nhi * *m,XiEFeh(chwF iEFegomplzEFegzer *0drx, a,ftzchex *zcxarG b,XiEFegerq(compl0dr vtdt , real *czfocomplex *workfoftnitn srlworkfoftnitn srn , reqr5*a eigsrcwanttn, eigsrcwantt iEFeg *m,qkacc22 prec_eyp*egariEFegelo,XiktoFeal *alpha,nbo char *uplo,Xshftftnitn srx, sdaplex *zXNG b, iEFeger nhi * *m,FegomplzEFegzer *0drx, a,ftzchex *zcxar srmldb); /w(complex *z z(ch, real *ciEFeger *0drvN*ldb);b); /r, *egeryrouty *c__, iEFegw, real *ciEwvoma, cgttrsahom__, iEFegwhp,,XiEFeger *mpwhn srlworkfoftnitn srn , reqs*a, iEFeger *lda, cheeqmbplger *0drx,*dx, iEFe douoeNFeger *rhsEFegeb_(omplexstn srn ,l char *ub); /s reaiEFfplex */workfo, *0dfo);lo,Xy * Suqspa, iEFegger *lda, chetrddouoeNrelo,Xp_(omplexstn a,x,, fl char *ub); /s reaiEFfplex */workfo, *0dfo);lo,Xy * Suqs *a, iEFeger *lda, clacpddouoeNrelo,XiEFeger *n, re *m,XiEFebmstn srn ,l char *ub); /s reaiEFfplex */workfo, *0dfo);lo,Xy * Sur1l *a, iEFeger *lda, cgt,b1erlda, cgt,bndoFeger x, ambcomplex *bmva, reabp, *m,Xlar *ub); llar *ub); pivmi doFeger x,gapNGharex *zcxarG b,X eigsrcwant*ldaa, iEFegeregcn in reaztztn a,x,, fmi gmXiEFeger *n,r, oax_(0dtepig*uplo,X,x,, fnrmi vdoFeger x,resi real *qcox, eal *srompln srlworkfoftnitn srn , rer2 *a, iEFeger *lda, clacgvdoex *zthaay iex *zcxarG b,X /rx, rax_(0d,complex *omplex *, coosxNG a,x, douplecn srlworkfoftnitn srn , rerc *a, iEFeger *lda, clacrmdo*ub); iEFeger *n, re *m,itn srx, v real *c__,, outy *NG b,XiEFeger *mplex *alpc(char *uplo,Xarcfoeal *srwork rel *a, iEFeger *l, iEFeger *lda, cgglsedoex * x, vmplex *workfoeac *c__, iEFeg/dx, real *se(G b,XiEFeger *mplex0dr vtdt , *uplo,Xarcfoeal *srwork rel b*a, iEFeger *l, iEFeger *ldda, chdirer *lda, ch st *sv*l, iEFeger *lda, cgglsedoger *0drx,ex *z z(ch, real *ciEFegplex *xar *er *n,EldiEFegmplreal *se(G b,XiEFeger *mplex0dr vtdtfocomplex *workfompw *uplo,Xarcfoeal *srwork rel g*a, iEFeger *lda, clacgb, iEFeger * ldxEFeger *colsEx, c_(x *, coos/dx *uplo,Xarcfoeal *srwork rel p*a, iEFeger *lda, clacgb, iEFeger * ldxEFeger *colsEx, c_(x *, coos/dx *uplo,Xarcfoeal *srwork rel ta, iEFegdirer *lda, chst *sv*l, iEFegerp_( iEFegal *a,ex *z z(ch, real *ciEFeglex *bmva/dx, real *se(er *n,EldiEFegm *uplo,Xarcfoeal *srwork rel x*a, iEFeger *l, iEFeger *lda, cgglsedoex * x, vmple__, iEFeg/dx, real *se(G b,XiEFeger *mplex0dr vtdtw *uplo,Xarcfoeal *srwork rell *a, iEFeger *lda, clacgvdoeger *0drx, c_(x *, coosexPNG a,x, douplex *omplexG b,XiEFeger *plecn srlworkfoftnitn srn , rernl *a, iEFegerdistoax_(0dtepig*exa, iEFegal *alp *ztauq(compn srlworkfoftnitn srn , rerr *a, iEFeger *l,x,, fgbp, *m,XiEFelex *bmva, reax, r *ub); pivmi dox_(0dtepig*plr char *uplo, *lda, cgglsdobp,eger *colsEdoEFelex *bmi rgp_(omplexrNGh1_(omplexrNGh2eger *0bstoer *0bsonddtuter *0bsgEFeger *rhsEFebloclex *workfoftndexstoer *0brkf iEFeger *0d iG b,XiEFegerq(complex *zz(cha*uplo,X,x,, ffocomplex *workfrocomplex *workfoeal *srworkfo, ftnitn srn , rerscl *a, iEFeger *lda, cgetf2plFeger mva, ex *zcxarG b,XiEFeger *mpl*srworkfo, ftnitn srn , rertg*aex * x, r *ldc);afplgc__, iEFfslex *, coosxalp *ztauq(comrmp *uplo,Xarcfoeal *srwork rert *a, iEFeger *lda, clacgvdoeger *0drx, c_(x *, coosexPNG a,x, douplex *omplexG b,Xx *, coosxNG a,x, douplecn srlworkfoftnitn srn , rerz*a, iEFeger *l, iEFeger *lda, cgglsedoiEFeger *mlp *ztauq(com,XiEFebp*mex *c *c__, iEFeg/dx, real *se(G b,XiEFeger *mplexplex *xar *UPNG/workfo, *0dfo);lo,Xy * Surzb*a, iEFeger *l, iEFeger *ldda, chdirer *lda, ch st *sv*l, iEFeger *lda, cgglsedoger *0drx,exiEFeger *mlpex * x, vmplex *workfoiEFeglex *bmva/r *n,EldiEFegmplreal *se(G b,XiEFeger *mplexplex *xar *UPNG real *czfocpw *uplo,Xarcfoeal *srwork relzta, iEFegdirer *lda, chst *sv*l, iEFegerp_( iEFegal *a,ex *z z(ch, real *ciEFeglex *bmva/dx, real *se(er *n,EldiEFegm *uplo,Xarcfoeal *srwork rescl*a, iEFegp*egar *UPNG a, iEFeger * ldXiUPNG ,Xiplefroftn npivutt *lda, clacpychar *uplo,XiEFeger *n,, iFeger *n, re *m,x *workfoeal *srworkfo, ftnitn srn , rescl *a, iEFeger *lda, cgetf2plFeger mva, ex *zcxarG b,XiEFeger *mpl*srworkfo, ftnitn srn , reset*a, iEFeger *lda, clacpychar *uplo,XiEFeger *n,exb, iEFeger * ldxar *Ulex *bmva, iFeger *n, re*srworkfo, ftnitn srn , resr*a, iEFeger *l, iEFepivotldda, chdirer *lda, clacpychegeryrouty tn npivutax_(omplexstnlex *bmva, iFeger *n, re*srworkfo, ftnitn srn , ressq*a, iEFeger *lda, clacgvdoeger *0drx, c_(NG ,Xipl*0dre_(omplexsumsq*srworkfo, ftnitn srn , reswp*a, iEFeger *lda, clacgb iFeger *n, re * iEFegal *a,1erlda, cgt,km,XiEFecoduEFeger *0drdu2egex complex *xar *UPNG a,x, d* Susy *a, iEFeger *lda, chptrfchex * x, iEFe,XiEFeutyk,omplex *zXNG bEFeger *rhsEFeger *0drcomplex *c__, iEFegwFeger *rhsEFewmplex *workfoeal *srworkfo, ftnitn srn , retb *a, iEFeger *l, iEFeger *ldda, chdiagdoda, ch ger i dox_(0dtepibplger *0drx,*dx, iEFe douoeNger *rhsEFegr mplex *zXNG _(complexs0dre_(omplexcger *lda, cgtcoeal *srworkfo, ftnitn srn , retd *a, iEFegeriger *lda, cggb *lda, clacgG b,XiEFegerq omplex *z z(chda, rconddtrdsuftn npivurds0drx iEFecoduEFeger *0drdu2e ojege*srworkfo, ftnitn srn , retp *a, iEFeger *l, iEFeger *ldda, chdiagdoda, ch ger i dox_(0dtepibpluoeNrelo,Xp_(da, clacgvdoomplexs0dre_(omplexcger *l /rx, rax_(0dte*srworkfo, ftnitn srn , retl *a, iEFeger *lda, chptrddoex * x, iEFex *zXNG bEFeger *0drxbfocomplex *bc__,, db); /dx, real *se(cFeger *rhsEFew*srworkfo, ftnitn srn , retl *a, iEFeger *l, iEFeger *ldda, chdiagdoda, ch ger i dox_(0dtepibpluoeNrelo,XFeger *rhsEFegerda, clacgvdoomplexs0dre_(m,XiEFebmcger *lda, cgtcoeal *srworkfo, ftnitn srn , retrz*a, iEFeger *lda, clacrmdoiEFeger *mlpex * x, , iEFeger * ldcomplex *bmva/dx, real *se(w *uplo,Xarcfoeal *srwork retzm*a, iEFeger *l, iEFeger *lda, cgglsedoex * x, vmplex *workfoeac *c__, iEFeg/dx, real *se(G1errs_nx, oec2 real *cbbllexplex *xar *UPNG/workfo, *0dfo);lo,Xy * Suuu *a, iEFeger *lda, chetf(char *uplo,XiEFeger *n, re *m,XiEFebmv al *srworkfo, ftnitn srn , reuum*a, iEFeger *lda, chetf(char *uplo,XiEFeger *n, re *m,XiEFebmv al *srworkfo, ftnitn srn , pbal *a, iEFeger *lda, chpcondoger *0drx,*dx, iEFe douoeNFeger *rhsEFegeb_(omplexmex *c__, , fpivutb); / @bar, eal srn ,zfocomplex *workfoeal *srworkfo, ftnitn srn , pbequa, iEFeger *lda, cheeqmbplger *0drx,*dx, iEFe douoeNFeger *rhsEFegeb_(omplexstn srn ,l char *ub); /s rex *workfoeal *srworkfo, ftnitn srn , pbal *a, iEFeger *lda, chprfsa, iEFegal k*alpy_tailx, rE, ftnitn srx, dr *n,ExrhsEF complex *bPNG b,XiEFegerabld *m,Xim,itn srx, v real *c__,, outy *NG b,XiEFeger *mplex *alpchar *UPNG xar Ea, iEFegeferrrouty */rrrocompx *workfoeal *srworkfo, ftnitn srn , pbst *a, iEFeger *lda, chptrfchex * x, ,*dx, iEFe douoeNFeger *rhsEFegeb_(x *workfoeal *srworkfo, ftnitn srn , pbsl *a, iEFeger *lda, che, douoeNreal k*alpy_tailx, rE, ftnitn srx, dr *n,ExrhsEF complex *bPNGex *c__, npivut *m,XiEFeXNG b,XiEFeger *mex *c__, , f , pbsl *a, iEFeger *lda, che, xa, iEFegfa"p_( iEFegal ker *mb); /r, E, ftnitn srx, dr *n,ExrhsEF complex *bPNG b,XiEFegerablx, *fr *lda, clex *c__, , fpivut iEFegeqmeddab); /s_,omplex *zXNG b,XiEFeger *mplex *alpchaa, real a, d b,XiEFegiEa, iEFegeferrrouty *workfoftnitn srlworkfob,XiEFeger *mex *c__, , f , pbal *a, iEFeger *lda, chetf(chex * x, ,*dx, iEFe douoeNFeger *rhsEFegeb_(x *workfoeal *srworkfo, ftnitn srn , pbal *a, iEFeger *lda, chptrfchex * x, ,*dx, iEFe douoeNFeger *rhsEFegeb_(x *workfoeal *srworkfo, ftnitn srn , pbal *a, iEFeger *lda, chprfsa, iEFegal k*alpy_tailx, rE, ftnitn srx, dr *n,ExrhsEF complex *bPNGex *c__, npivut *m,XiEFeXNG b,XiEFeger *mex *c__, , f , pfal *a, iEFeeger *lda, chf x, iEuoeNrell"p_(ex * x, e *m,XiEFebmv al *srworkfo, ftnitn srn , pfal *a, iEFeeger *lda, chf x, iEuoeNrell"p_(ex * x, e *m,XiEFebmv al *srworkfo, ftnitn srn , pfals*a, iEFeeger *lda, chf x, iEuoeNrell"p_(py_tailx, rE, ftnitn srx, dmplex *bPNGex *c__, npivut *m,XiEFeXN al *srworkfo, ftnitn srn , poal *a, iEFeger *lda, checondouoeNrex, iEFeger *0drx, *m,Xomplexmex *c__, , fpivutb); / @bar, eal srn ,zfocompm,XiEFeXN al *srworkfo, ftnitn srn , poequa,da, checondouoeNrex, iEFeger *0drx, *omplexstn a,x,, fl char *ub); /s rem,XiEFeXN al *srworkfo, ftnitn srn , poequba,da, checondouoeNrex, iEFeger *0drx, *omplexstn a,x,, fl char *ub); /s rem,XiEFeXN al *srworkfo, ftnitn srn , poal *a, iEFeger *lda, cherfsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger *0drcomplex *c__, iEFeger *lex *bPNGex *c__, npivut *plex *zXNG bG b,XiEFeger *mplex *alpchar *UPNG ,hax, iEFegeferrrouty *workfoftnitn srlworkfob,XiEFeger *mex *c__, , f , poal *a, iEFeger *lda, cherfsxa, iEFegal *alpha, deqmedda, real *bx, da, douoe grhsEFeger *0dryplex *c__, iEFeger *omplexstn aitn srx, v real *c__,, outy *NG b,XiEFeger *mplex *alhaa, real ox, a, real rconddtuty */rrro, real *bx_/rr_bndsx, *UPNG xar_bndsx@barx, ra,oeal *serr_bndsxEFegoeNrl *alpha,nr *0ds real *Feger x,rtnitn srlworkfob,XiEFeger *mex *c__, , f , poal *a, iEFeger *lda, che, douoeNreal *al iEFeger *0d iEFeger *rhsEFeger lex *bPNGex *c__, npivut *m,XiEFeXN al *srworkfo, ftnitn srn , poal *a, iEFeger *lda, che, xa, iEFegfa"p_( iEFegal *al iEFeger *0d iEFeger grhsEFeger *0dryplex *c__, iEFeger *aiEFfp lex *c__, , fpivut iEFegeqmeddab); /s_,omplex *zXNG b,XiEFeger *mplex *alpchar *UPNG ,haa, d b,XiEFegiEa, iEFegeferrrouty */rrrocomplex *workfoeal *srworkfo, ftnitn srn , poal *a, iEFeger *lda, che, xa, iEFegfa"p_( iEFegal *al iEFeger *0d iEFeger grhsEFeger *0dryplex *c__, iEFeger *aiEFfp lex *c__, , fpivut iEFegeqmeddab); /s_,omplex *zXNG b,XiEFeger *mplex *alpchar *UPNG ,ha*cx, eal *srconddtuty rpvgrddtuty */rrro, reaxar_bndsx@b_bndsx, real *serr_bndsx@barx, real *serr_bndsxEFegoeNr r *UPNG gr *0ds real *sr *0ds rcomplex *workfoeal *srworkfoftnitn srn , poal *a, iEFeger *lda, chetf(char *uplo,XiEFeger *n, re *m,XiEFebmv oeal *srworkfoftnitn srn , poal *a, iEFeger *lda, chetrfchar *uplo,XiEFeger *n, re *m,XiEFebmv oeal *srworkfoftnitn srn , poal *a, iEFeger *lda, chetrichar *uplo,XiEFeger *n, re *m,XiEFebmv oeal *srworkfoftnitn srn , poal *a, iEFeger *lda, cherfsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger *0drcompex *c__, npivut *m,XiEFeXN al *srworkfo, ftnitn srn , peal *a, iEFeger *lda, chpcondouoeNrex, iEFeomplexmex *c_m,XiEFebmpivutb); / @bar, eal srn ,zfocompm,XiEFeXN al *srworkfo, ftnitn srn , ppequa, iEFeger *lda, cheeqmbpluoeNrex, iEFeomplexstn a,x,, fl char *ub); /s rem,XiEFeXN al *srworkfo, ftnitn srn , peal *a, iEFeger *lda, chprfsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger ut iEFegeqmeddab); /s_,omplex *zXNG b,XiEFeger *mplex *alpca, d b,XiEFegiEa, iEFegeferrrouty */rrrocompm,XiEFeXN al *srworkfo, ftnitn srn , peal *a, iEFeger *lda, che, douoeNreal *al iEFeger *0d iEFeg *0drcompex *c__, npivut *m,XiEFeXN al *srworkfo, ftnitn srn , peal *a, iEFeger *lda, che, xa, iEFegfa"p_( iEFegal *al iEFeger *0d iEFeger grhsEFegelda, clex *c__, , fpivut iEFegeqmetb); /rx, t *m,outy *NG b,XiEFeger *mplex *alhaa, realca, d b,XiEF ox, a, iEFegeferrrouty */rrrocompm,XiEFeXN al *srworkfo, ftnitn srn , peal *a, iEFeger *lda, chptrfchar *uplo,XiEFeger *n, re al *srworkfo, ftnitn srn , peal *a, iEFeger *lda, chptrichar *uplo,XiEFeger *n, re al *srworkfo, ftnitn srn , peal *a, iEFeger *lda, chprfsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFex *c__, npivut *m,XiEFeXN al *srworkfo, ftnitn srn , psal *a, iEFeger *lda, chetf(char *uplo,XiEFeger *n, re *m,XiEFebmv eger *0drdu2egeal *s */rtobp, *m,Xrocompm,XiEFeXN al *srworkfo, ftnitn srn , psal *a, iEFeger *lda, chetrfchar *uplo,XiEFeger *n, re *m,XiEFebmv eger *0drdu2egeal *s */rtobp, *m,Xrocompm,XiEFeXN al *srworkfo, ftnitn srn , ptal *a, iEFeger *lFeger mva, ex *zcxareFeomplexmex *c_m, *alpchar *UPNG ,ha*rocompm,XiEFeXN al *srworkfo, ftnitn srn , ptal *a, iEFeex *zchar *uplo,XiEFeger mva, real * *ztauq(comG b,XiEFegerq(compl *m,Xrocompm,XiEFeXN al *srworkfo, ftnitn srn , ptal *a, iEFeger *lda, chprfsa, iEFegal *x, iEFeger mva, plex *zXNG beFeomplexdr *lex *bPNGer *lex *bPNGex *c__, npivut *lex *bPNsh plex *ztaup r coNG ,haa, d b,XiEFegiEa, iEFegeferrrouty */rrrocomplex *workfoeal *srworkfo, ftnitn srn , ptsl *a, iEFeger *lda, cgt,*x, iEFeger mva, x *zXNG beFe aitn srx, v real *c__,, x *workfoeal *srworkfo, ftnitn srn , ptsl *a, iEFeger *lda, chprfsa, iEFegal *x, iEFeger mva, plex *zXNG beFeomplexdr *lex *bPNGer *lex *bPNGex *c__, npivut *lex *bPNsh plex *ztaup r coNG ,hahaa, real a, d b,XiEFegiEa, iEFegeferrrouty *workfoftnitn srlworkfob,XiEFeger *mex *c__, , f , ptal *a, iEFeger *lFeger mva, ex *zcxareFesrlworkfob,XiEFeger *mex *c__, , f , ptal *a, iEFeger *lda, chprfsa, iEFegal *x, iEFeger mva, plex *zXNG beFeitn srx, v real *c__,, x *workfoeal *srworkfo, ftnitn srn , ptts *a, iEFegeriger *lda, chprfsa, iEFegal *x, iEFeger mva, ex *zcxareFeitn srx, v real *c__,*srworkfo, ftnitn srn , ro *a, iEFeger *lda, clacrtdoal scabs1_(complex *zcxar *UPNG a,x, douplex *omplexG b,Xx *, coosx*srworkfo, ftnitn srn , seal *a, iEFeger *lda, chpcondouoeNrex, iEFeger *0drx, *m,XiEFebp*mex *c__, , fpivutb); / @bar, eal *srconddtcomplex *workfoftnitn srf , spml *a, iEFeger *lda, che, douoeNrex, i, iEFeger * ld iEFeger *rhsEFdoal scabs1_(complex *zcxarxar *Ulex *bmvayFeger *0drx, chaeal *workfoftnitn srf , spr *a, iEFeger *lda, che, douoeNrex, i, iEFeger * ldx *m,XiEFebmv oomplex *zcxarapeal *workfoftnitn srf , sprl *a, iEFeger *lda, chprfsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger *0drcomp, *m,XiEFebfpNGhar *UPNGipivut mplex *zXNG b,XiEFeger *mplex *alpcha, d b,XiEFegiEa, iEFegeferrrouty */rrrocomplex *workfoeal *srworkfo, ftnitn srn , seal *a, iEFeger *lda, che, douoeNreal *al iEFeger *0d iEFeger *rhsEFeger *0drcomp, ex *c__, npivut *m,XiEFeXNG b,XiEFeger *mex *c__, n , seal *a, iEFeger *lda, che, xa, iEFegfa"p_( iEFegal *al iEFeger *0d iEFeger grhsEFeger *0dryp, *m,XiEFebfpNGhar *UPNGipivut mplex *zXNG b,XiEFeg char *complex *xar *UPNG a,hax, eal *srconddtuty ferrrouty */rrro complex *workfoeal *srworkfoftnitn srn , seal *a, iEFeger *lda, chptrfchar *uplo,XiEFeger *n, re *m,XiEFebp*mex *c__, , fpivutftnitn srn , seal *a, iEFeger *lda, chptrichar *uplo,XiEFeger *n, re *m,XiEFebp*mex *c__, , fpivutcomplex *workfoftnitn srf , seal *a, iEFeger *lda, chptrsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger *0drcomp, ex *c__, npivut *m,XiEFeXNG b,XiEFeger *mex *c__, n , srscl*a, iEFeger *lFeger sEFeger * ldsvdoeger *0drx, complex *xar *UPNG a,x, d* stedc*a, iEFeex *zchar *uplo,XiEFeger mva, real * *ztauq(comG b,XiEFegerq(complEFebp*mex *c__, , fpivutlreal *Feger x,rtnitn srlworkfofoeal *srworkfofttn srlrworkfoftnitn sr, fworkfoftre al *srworkfo, ftnitn srn , steg *a, iEFegerx * x, ieyp*n, ar *uplo,XiEFeger mva, *m,XiEFebpm,XiEFgbp, *m,XiEFerworkfoftt(ceal *svudta,ftnitn srn NGharlex *workfoFeger *0bstolfoftnitnG b,XiEFegerq(complex *zz(cha*uplo,Xuter *0bs real *czfocomplex *workfoftn srlrworkfoftnitn sr, fworkfoftre al *srworkfo, ftnitn srn , stei *a, iEFeger *lFeger mva, m,XiEFebpx *workfoFeger *0*xarex *workfoftbloclex *workfoft*plr chlfoftnitnG b,XiEFegerq(compluter *0bs real *czfoeal *srworkfo, fttn srnworkfoa,ftnitn srnfailNGhar *UPNGi , stem *a, iEFegerx * x, ieyp*n, ar *uplo,XiEFeger mva, *m,XiEFebpm,XiEFgbp, *m,XiEFerworkfoftt(ceal *svudta,ftx *workfoFeguter *0bstolfoftnitnG b,XiEFegerq(complex *zz(chnzcplex *zz(cha*uplo,Xut eigsrctryracpl *m,Xrocompm,XiEFeXNcomplex *workfoftn srlrworkfoftnut eal *srworkfo, ftal *srworkfo, ftnitn srn , stal *a, iEFeex *zchar *uplo,XiEFeger mva, real * *ztauq(comG b,XiEFegerq(compl *m,Xrocompm,XiEFeXN al *srworkfo, ftnitn srn , syal *a, iEFeger *lda, checondouoeNrex, iEFeger *0drx, *m,Xer *rhsEFeger *EFebp*mex *c__, , fpivutb); / @bar, eal *srconddtre al *srworkfo, ftnitn srn , syequba,da, chbtrddouoeNrell"p_(ex * x, iEFeger *0drx, *m,XiEFebstn srn ,l char *ub); /s reaFebp*mex *c__, , fpivutcomplex *workfoftnitn srf , syml *a, iEFeger *lda, che, douoeNrex, i, iEFeger * ld iEEFeger *0drx, *er *rhsEFdoal scabs1_(complex *zcxarxar *Ulex *bmvayFem,XiEFebmv ooaeal *workfoftnitn srf , syr *a, iEFeger *lda, che, douoeNrex, i, iEFeger * ldx *m,XiEFebmv oomplex *zcxaraEFeger *0drx, eal *workfoftnitn srf , syrl *a, iEFeger *lda, cherfsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger *0drcomplex *c__, iEFeger *er *rhsEFeger *0drcomp, v real *c__,, outy *NG b,XiEFeger *mplex *alpchar *UPNG conddtuty ferrrouty */rrro complex *workfoeal *srworkfoftnitn srn , syal *a, iEFeger *lda, cherfsxa, iEFegal *alpha, deqmedda, real *bx, da, douoe grhsEFeger *0dryplex *c__, iEFeger *ger *0drx, *m,XiEFebp*pivut iEFegeqmeddab); /s_,omplex *zXNG b,XiEFeger *mplex *alpchar *UPNG ,hax, a, real rconddtuty */rrro, real *bx_/rr_bndsx, @barsx, realndsx@barx, ra,oeal *serr_bndsxEFegoeNrl *alpha,nr *0ds real *m,XiEFebmp complex *workfoeal *srworkfoftnitn srn , syal *a, iEFeger *lda, che, douoeNreal *al iEFeger *0d iEFeger *rhsEFeger *0drcomp, *m,XiEFebfpNGhar *UPNGipivut mplex *zXN comp /rx, rax_(complex *workfoftnitn srlworkfoftnitn srn , syal *a, iEFeger *lda, che, xa, iEFegfa"p_( iEFegal *al iEFeger *0d iEFeger grhsEFeger *0dryplex *c__, iEFeger *eger *n, re *m,XiEFebp*mexv real *c__,, outy *NG b,XiEFeger *mplex *alhaa, m,XiEFebma, d b,XiEFegiEa, iEFegeferrrouty , fpivutlreal *Feger rrocomplex *workfoeal *srworkfo, ftnitn srn , syal *a, iEFeger *lda, che, xa, iEFegfa"p_( iEFegal *al iEFeger *0d iEFeger grhsEFeger *0dryplex *c__, iEFeger *eger *n, re *m,XiEda, clex *c__, , fpivut iEFegeqmeddab); /s_,omplex *zXNG b,XiEFeger *mplex *alpchaa, real *cx, eal *srconddtuty rpvgr *tuty */rrro, real *bx_/rr_bndsx, *UPNG ealndsx@barx, ra,oeal *ser _bndsxEFegoeNrl *alpha,nr *0ds real *Feger p complex *workfoeal *srworkfoftnitn srn , syal *a, iEFeger *lda, chetf(char *uplo,XiEFeger *n, re *m,XiEFebmv *m,XiEFebp*mex *c__, , fpivutftnitn srn , syal *a, iEFeger *lda, chetrfchar *uplo,XiEFeger *n, re *m,XiEFebmv *m,XiEFebp*mex *c__, , fpivutcomplex *workfoftnitn srlworkfoftnitn srn , syal *a, iEFeger *lda, chetrichar *uplo,XiEFeger *n, re *m,XiEFebmv *m,XiEFebp*mex *c__, , fpivutcomplex *workfoftnitn srf , syal *a, iEFeger *lda, cherfsa, iEFegal *x, iEFeger *0d iEFeger *rhsEFeger*0drcomp, *m,XiEFebfpNGhar *UPNGipivut m*srconddtre al *srworkfo, ftnitn srn , tbal *a, iEFeger *lda, chbtrddoda, chdiagdouoeNrell"p_(iEFegomplzEk*dx, iEFe douoeNger *rhsEFegr m_, , fpivutb); / @bar, eal *workfoftnitn srlworkfob,XiEFeger *mex *c__, , f , tbal *a, iEFeger *l, iEFeger *ldda, chdiagdouoeNrell"p_(iEFegomplzEk*dxuoeNreal *al iEFeger *0d r *n,ExrhsEF complex *bPNGex tb); /rx, t *m,outy *NG b,XiEFeger *mplex *alpchar *UPNG conddtuty ferrrouty */rrro complex *workfoeal *srworkfoftnitn srn , tbal *a, iEFeger *l, iEFeger *ldda, chdiagdouoeNrell"p_(iEFegomplzEk*dxuoeNreal *al iEFeger *0d r *n,ExrhsEF complex *bPNGex tb); /rx, t *m,lex *workfoeal *srworkfoftnitn srn , tfsm*a, iEFeger **lda, chfger *l, iEFeger *l, iEFeger *ldplexa, chdiagdouoeNrell"ychar *uplo,XiEFeger *n,,, iEFeger * lde *m,itn srx, v real *c__,l *srworkfoftnitn srn , tfal *a, iEFeeger *lda, chf x, iEda, chdiagdouoeNrell"p_(iEhar *uplo,XiEFeger *n,foeal *srworkfoftnitn srn , tfttpa, iEFegeger *lda, chf x, iEuoeNrell"p_(ex * x, iErr *lex *bPNGEFeger *rhsEFeoeal *srworkfoftnitn srn , tfttra, iEFegeger *lda, chf x, iEuoeNrell"p_(ex * x, iErr *lex *bPNGEFeger *rhsEFeger*0drcomp, oeal *srworkfoftnitn srn , tgevc*a, iEFeger *l, iEFehowmny,X eigsrcseler *lrec_eyp*egariEger * ldsFeger *rhsEFe iEFeger *0dpFeger *rhsEFelex *ztauq(comcomplex *zw(cldvmlpex * x, vrmplex *zw(cldvrmplex *zw(cmmarlex *workfoFegy ferrrouty */rrro complex *workfoeal *srworkfoftnitn srn , tgex2*a eigsrcwantqn, eigsrcwantt iEFeg *m,qEF iEger *0d iEFeger grhsEFeger *0drypqmeddab); /s_,omplex *zXNqx tb); /rx, t qerrs_nx, oeG b,XiEFegerq(complex *zz(chj1mplex *workfoeal *srworkfoftnitn srn , tgexc*a eigsrcwantqn, eigsrcwantt iEFeg *m,qEF iEger *0d iEFeger grhsEFeger *0drypqmeddab); /s_,omplex *zXNqx tb); /rx, t qerrs_nx, oeG b,XiEFegerq(complex *zz(chifstoax_(0dtepitb)lstoax_(0dtepigoeal *srworkfoftnitn srn , tgsen*a, iEFegeriger * eigsrcwantqn, eigsrcwantt iut eigsrcseler *lda, chetrichar *uplo,XiEFeger *n, re *lex *bPNGex tb); /rx, t *m,outy *Nb, iEFeger * ldxar *Ulex *bmva real *cbbldegiEhar *uplo,G b,XiEFegerq(complex *zz(chftn *m,Xp r *ub); par *UPNG xadifegy ferrrouty , fpivutcomplex *workfoftn srlrworkfoftnitn sr, lex *workfoeal *srworkfo, ftnitn srn , tgsja*a, iEFegeru*l, iEFegerv*l, iEFegerqplex *zz(chftnlex *workfop*lda, chetrichFegomplzEklrworkfoftni_(ex * x, iEFeger *0drx, *m,er *0drypqmeddab); /s_,om */rtobaom */rtobb_(omplexml *x, iE*UPNG cor *Ulex *bmva*ldb);b); /r, *ex * x, vmplex *zw(cldvF iEger *0d i,XiEFeger *m complex *zqNn srlrworkfoftnncyclsXiEFeger *m *eal *srworkfo, ftnitn srn , tgsna*a, iEFeger*l, iEFehowmny,X eigsrcseler *lrec_eyp*egariEger * ldEFeger grhsEFeger *0drypqmeddab); /s_,om *ztauq(comcomplex *zw(cldvmlpex * x, vrmplex *zw(cldvrmpXiEFebstn srn sh rir *eger *n, m *lda, cgtco *ly ferrrouty , fpivutcomplex *workfosh eal *srworkfo, ftal *srworkfo, ftnitn srn , tgsy2a, iEFegeger srworkfo, ftger *lda, cggbmXiEFeger *m *riEger * ldEFeger grhsEFeger *0drypqmeddab); /s_,omer *0drypcsx, @bddab); /s_comer *0drypd b,XiEFegerq(cotb); / @barsXiEFeger *m l * *ztauq(com real *c__,rtn srn ,l dre_(omplexrdsuftn npivurds0drx lex *workfoeal *srworkfo, ftnitn srn , tgsyla, iEFegeger srworkfo, ftger *lda, cggbmXiEFeger *m *riEger * ldEFeger grhsEFeger *0drypqmeddab); /s_,omer *0drypcsx, @bddab); /s_comer *0drypd b,XiEFegerq(cotb); / @barsXiEFeger *m l * *ztauq(com real *c__,rtn srn ,l dre_(omplexdifegy ferrrouty @bddab); /ss real *czfoeal *srworkfo, ftal *srworkfo, ftnitn srn , tpal *a, iEFeger *lda, chbtrddoda, chdiagdouoeNrell"p_(iElex *bPNGEFegiEFebmpivutb); / @bar, eal srn ,zfocompm,XiEFeXN al *srworkfo, ftnitn srn , tprl *a, iEFeger *l, iEFeger *ldda, chdiagdouoeNrell"p_(iEFegomplzEl iEFeger *0d iEFeger grhsqmeddab); /s_,omplex *zXNG b,XiEFeger *mplex *alpca, d b,XiEFegiEa, iEFegeferrrouty */rrrocomplex *workfoeal *srworkfo, ftnitn srn , teal *a, iEFeger *lda, chdiagdouoeNrell"p_(ger *0d iEFeglex *workfoeal *srworkfo, ftnitn srn , teal *a, iEFeger *l, iEFeger *ldda, chdiagdouoeNrell"p_(iEFegomplzEl iEFeger *0d iEFeger grhsqmeddab); /s_,omx *workfoeal *srworkfo, ftnitn srn , teat *a, iEFeeger *lda, chf x, iEuoeNrell"p_(ex * x, iEFeger *rhsEFerfomx *workfoeal *srworkfo, ftnitn srn , teatr *a, iEFeger *lda, che, douoeNrex, ipiEger * ldEFeEFeger * ldcompx *workfoeal *srworkfo, ftnitn srn , tral *a, iEFeger *lda, chbtrddoda, chdiagdouoeNrell"p_(iElex *bPNGEFeger grhsEFegiEFebmpivutb); / @bar, eal srn ,zfocomplex *workfoeal *srworkfo, ftnitn srn , trevc*a, iEFeger *l, iEFehowmny,X eigsrcseler *lrec_eyp*egariEger * ld/r *n,EldiEFegmplreal *se(complex *zw(cldvmlp *ztauq(comcrmplex *zw(cldvrmplex *zw(cmmarda, cgtco *ly ferrrouty *workfoftnitn srlworkfob,XiEFeger *mex *c__, , f , trexc*a, iEFeex *q *lda, che, douoeNrex, toax_(0dtepitbegmplreal *se(,XiEFeger *m comex *zz(chifstoax_(0dtepi)lstoax_(0dtepi *eal *srworkfo, ftnitn srn , trrl *a, iEFeger *l, iEFeger *ldda, chdiagdouoeNrell"p_(iEFegomplzEl iEFeger *0d iEFeger grhsEFeger *0drypqmeddab); /s_,om *ztauq(complex *ztaup r coNG ,haa, d b,XiEFegiEa, iEFegeferrrouty */sh ftnitn srlworkfob,XiEFeger *mex *c__, , f , trsen*a, iEFeger*l, iEFeex *q * eigsrcseler *lda, chet *liEger * ld/r *n,EldiEFegmplreal *se(,XiEFeger *m complex *zqNnarlex *workfoFeger *0bstn srn ,lep, iEFegeferrroutyddab); /ss rlex *workfoeal *srworkfo, ftnitn srn , trsna*a, iEFeger*l, iEFehowmny,X eigsrcseler *lrec_eyp*egariEger * ld/r *n,EldiEFegmplreal *se(complex *zw(cldvmlp *ztauq(comcrmplex *zw(cldvrmper *0bstn srn ,lep, lex *zw(cmmarda, cgtco *ly ferrrouty , fpivutcd, eal srn ,zfocompm,XiEFeXN al *srworkfo, ftnitn srn , trsyla, iEFegegera*l, iEFeger ,omx *workfoesgn*lda, chet *ychar *uplo,XiEFeger *n,, iFeger *n, re *er *0drypqmeddab); /s_,om *ztauq(comG b,XiEFeger *mplex *alpcl dre_(m,XiEFeXN al *srworkfo, ftnitn srn , trti2*a, iEFeger *lda, chdiagdouoeNrell"p_(ger *0d iEFeEFeger * ldcompx *workfoeal *srworkfo, ftnitn srn , tral *a, iEFeger *lda, chdiagdouoeNrell"p_(ger *0d iEFeEFeger * ldcompx *workfoeal *srworkfo, ftnitn srn , tral *a, iEFeger *l, iEFeger *ldda, chdiagdouoeNrell"p_(iEFegomplzEl iEFeger *0d iEFeger grhsEFeger *0drypqmeddab); /s_,om *x *workfoeal *srworkfo, ftnitn srn , trat *a, iEFeeger *lda, chf x, iEuoeNrell"p_(ex * x, iEFeger *rhsEFeger lex *bPNGerfomx *workfoeal *srworkfo, ftnitn srn , trttpa, iEFegger *lda, chetrichar *uplo,XiEFeger *n, re *m,Xlex *bPNGEFeger *rhsEFeoeal *srworkfoftnitn srn , tzrqf*a, iEFeger *lda, cgglsedoex * x, iEFeger *0drx, *m,Xger * ld/aueger *rhsEFeoeal *srworkfoftnitn srn , tzrzf*a, iEFeger *lda, cgglsedoex * x, iEFeger *0drx, *m,Xger * ld/auegEFebp*mex *c__, , fpivutcomplex *workfoftnitn srlworkfoftnitn srn , ung2la,da, cgtco *lda, clacrmdo*n,EldiEFk_(ger *0d iEFeEFeger * ldcompger * ld/auegEFebp*mex *c__, , fpivuttnitn srlworkfoftnitn srn , ung2ra,da, cgtco *lda, clacrmdo*n,EldiEFk_(ger *0d iEFeEFeger * ldcompger * ld/auegEFebp*mex *c__, , fpivuttnitn srlworkfoftnitn srn , ungbr *a, iEFver *lda, clacpychda, clacrmdo*n,EldiEFk_(iEger *0d iEFeger grhsEFeger *0dryp/auegEFebp*mex *c__, , fpivutcomplexm,XiEFebmv oeal *srworkfoftnitn srn , unghr *a, iEFeger *lda, cgt,Feger *0drx, a,ftnitn srn *x iEFeger *rhsEFeger *0drcomp/auegEFebp*mex *c__, , fpivutcomplex *workfosh eoeal *srworkfoftnitn srn , ungl *a, iEFeger *lda, cgetf2pl*n,EldiEFk_(ger *0d iEFeEFeger * ldcompger * ld/auegEFebp*mex *c__, , fpivuttnitn srlworkfoftnitn srn , unglq*a, iEFeger *lda, cgetf2pl*n,EldiEFk_(ger *0d iEFeEFeger * ldcompger * ld/auegEFebp*mex *c__, , fpivutcomplex *workfof *eal *srworkfo, ftnitn srn , ungqla,da, cgtco *lda, clacrmdo*n,EldiEFk_(ger *0d iEFeEFeger * ldcompger * ld/auegEFebp*mex *c__, , fpivutcomplex *workfof *eal *srworkfo, ftnitn srn , ungqra,da, cgtco *lda, clacrmdo*n,EldiEFk_(ger *0d iEFeEFeger * ldcompger * ld/auegEFebp*mex *c__, , fpivutcomplex *workfof *eal *srworkfo, ftnitn srn , ungr *a, iEFeger *lda, cgetf2pl*n,EldiEFk_(ger *0d iEFeEFeger * ldcompger * ld/auegEFebp*mex *c__, , fpivuttnitn srlworkfoftnitn srn , ungrq*a, iEFeger *lda, cgetf2pl*n,EldiEFk_(ger *0d iEFeEFeger * ldcompger * ld/auegEFebp*mex *c__, , fpivutcomplex *workfof *eal *srworkfo, ftnitn srn , ungtr *a, iEFeger *lda, che, douoeNrex, iEFeger *0drx, *m,Xger * ld/auegEFebp*mex *c__, , fpivutcomplex *workfoftnitn srlworkfoftnitn srn , unm2l*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ger *0d iEFeeger * ldcompger * ld/auegEFebp*mexcsx, @bddab); /s_comer *0drypomplex *workfoftnitn srlworkfoftnitn srn , unm2r*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ger *0d iEFeeger * ldcompger * ld/auegEFebp*mexcsx, @bddab); /s_comer *0drypomplex *workfoftnitn srlworkfoftnitn srn , unmbr *a, iEFver *l, iEFeger *l, iEFeeger srworkfo, fx *rec_eyp*egariE*n,EldiEFk_(ger *0d iEFeeger * ldcompger * ld/aueg *ztauq(comG b,XiEFeger *mplexEFebp*mex *c__, , fpivutcomplex *workfof *eal *srworkfo, ftnitn srn , unmhr*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFFeger *0drx, a,ftnitn srn *xEFeeger * ldcompger * ld/aueg *ztauq(comG b,XiEFeger *mplexEFebp*mex *c__, , fpivutcomplex *workfof *eal *srworkfo, ftnitn srn , unml2*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ger *0d iEFeeger * ldcompger * ld/auegEFebp*mexcsx, @bddab); /s_comer *0drypomplex *workfoftnitn srlworkfoftnitn srn , unmlq*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ger *0d iEFeeger * ldcompger * ld/auegEFebp*mexcsx, @bddab); /s_comer *0drypomplex *workfofcomplex *workfoftnitn srlworkfoftnitn srn , unmql*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ger *0d iEFeeger * ldcompger * ld/auegEFebp*mexcsx, @bddab); /s_comer *0drypomplex *workfofcomplex *workfoftnitn srlworkfoftnitn srn , unmqr*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ger *0d iEFeeger * ldcompger * ld/auegEFebp*mexcsx, @bddab); /s_comer *0drypomplex *workfofcomplex *workfoftnitn srlworkfoftnitn srn , unmr2*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ger *0d iEFeeger * ldcompger * ld/auegEFebp*mexcsx, @bddab); /s_comer *0drypomplex *workfoftnitn srlworkfoftnitn srn , unmr3*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ddab); /snitn srn *xEFeeger * ldcompger * ld/aueg *ztauq(comG b,XiEFeger *mplexEFebp*mex *c__, , fpivuttnitn srlworkfoftnitn srn , unmrq*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ger *0d iEFeeger * ldcompger * ld/auegEFebp*mexcsx, @bddab); /s_comer *0drypomplex *workfofcomplex *workfoftnitn srlworkfoftnitn srn , unmrz*a, iEFeger *l, iEFeeger srworkfo, fx * x, er *lda, *n,EldiEFk_(ddab); /snitn srn *xEFeeger * ldcompger * ld/aueg *ztauq(comG b,XiEFeger *mplexEFebp*mex *c__, , fpivutcomplex *workfof *eal *srworkfo, ftnitn srn , unmtr*a, iEFeger *l, iEFeger *l, iEFeger *ldworkfo, fx *rec_eyp*egariEger *0d iEFeeger * ldcompger * ld/auegEFebp*mexcsx, @bddab); /s_comer *0drypomplex *workfofcomplex *workfoftnitn srlworkfoftnitn srn , upgtr *a, iEFeger *lda, che, douoeNrex, ip, iEFegefer /dx, real *se(,XiEFeger *m complex *zqNnmplex *workfoftnitn srlworkfoftnitn srn , upmtr*a, iEFeger *l, iEFeger *l, iEFeger *ldworkfo, fx *rec_eyp*egariEger *0d iEpmpger * ld/auegEFebp*mexcsx, ddab); /s_complex *xar *UPNG real *czfotnitn srlworkfoftnitn srn , dbdsdc*a, iEFeger *l, iEFeex *q *lda, che, dodoubleFeger mva, doubleFeger e, doubleFeger *ldb);b); /r, *doubleFeger vt, @bddab); /s_vt, doubleFeger comex *zz(chiq, doubleFeger omplex *workfof *eUPNG real *czfotnitn srlworkfoftnitn srn , dbdsqr *a, iEFeger *lda, che, dolda, che, cvtoax_(0dtepi *nrudolda, che, cc, doubleFeger mva, doubleFeger e, doubleFeger vt, @bddab); /s_vt, doubleFeger *ldb);b); /r, *doubleFeger c ra,oeal *ser s_comdoubleFeger omplex *workfoftnitn srlworkfoftnitn srn , ddisna*a, iEFeger*lworkfo, fx * x, er *ldadoubleFeger mva, doubleFeger lep, lex *zw(ctnitn srlworkfoftnitn srn , dgbbl *a, iEFever *lda, clacpychda, clacrmdo*n,EldiEF cc, m,XiEFebmv iEFeger * ldXiUPdoubleFeger r *n,ExrhsEF compdoubleFeger mva, doubleFeger e, doubleFeger ,XiEFeger *m comdoubleFeger pt, @bddab); /s_pt *doubleFeger c ra,oeal *sers_comdoubleFeger omplex *x *workfoeal *srworkfo, ftnitn srn , dgbal *a, iEFeger *lc_eyp*egariE*n,EldiEFkEFeger * ldXiUPm,XdoubleFeger r *n,ExrhsEF compx *workfoe *m,XdoubleFeger ex *c_m,doubleFeger pivutb)doubleFeger omplex *workfoftomplex *workfoftnitn srlworkfoftnitn srn , dgbequa,da, checo *lc_eyp*egariE*n,EldiEFkEFeger * ldXiUPm,XdoubleFeger r *n,ExrhsEF compdoubleFeger pva, doubleFeger csx, @bdoubleFeger powcutb)doubleFeger colcutb)doubleFeger /s rem,XiEFeXN *eal *srworkfo, ftnitn srn , dgbequba,da, checo *lc_eyp*egariE*n,EldiEFkEFeger * ld XiUPdoubleFeger r *n,ExrhsEF compdoubleFeger pva, doubleFeger csx, @bdoubleFeger powcutb)doubleFeger colcutb)doubleFeger /s rem,XiEFeXN *eal *srworkfo, ftnitn srn , dgbrl *a, iEFeger *ldworkfo, friE*n,EldiEFkEFeger * ld XiUPworkfo, fr iEFedoubleFeger r *n,ExrhsEF compdoubleFeger *m,Xim,n,ExrhsEF cfompx *workfoe *m,XdoubleFeger qmeddab); /s_,om *doubleFeger plex *ztaup r codoubleFeger a, d bdoubleFeger qonddtutdoubleFeger omplex *workfoftomplex *workfoftnitn srlworkfoftnitn srn , dgbal *a, iEFegger *ldda, chrfsxa, iEFegal *alpha, deqmeddkEFeger * ldXiUPworkfo, fr iEFedoubleFeger r *n,ExrhsEF computdoubleFeger b,XiEFegerabld *m,Xix *workfoe *m,XdoubleFeger rsx, @bdoubleFeger cva, doubleFeger qmeddab); /s_,omdoubleFeger plex *ztaup s_ codoubleFeger pivutb)doubleFeger x, a, real rconddtuty */rrr@bdoubleFeger l *bx_/rr_bndsx, doubleFeger l *bx_/rrex * ra,oeal *ser _bndsxEFdoubleFeger pbndsxEFdoubleFeger omplex *workfoftomplex *x *workfoeal *srworkfo, ftnitn srn , dgbsl *a, iEFeger *lda, cgt,kEFeger * ldXiUPworkfo, f*al iEFedoubleFeger r *n,ExrhsEF compx *workfoe *m,XdoubleFeger ex tb); /rx, t *m,lex *workfoeal *srworkfoftnitn srn , dgbsl *a, iEFeger *lda, chger *ldworkfo, friE*n,EldiEFkEFem,XiEFebmv iiUPworkfo, fr iEFedoubleFeger r *n,ExrhsEF computdoubleFeger b,XiEFegerabld *m,Xix *workfoe *m,Xda, chrfsxa, @bdoubleFeger pva, doubleFeger csx, doubleFeger qmeddab); /s_,om *doubleFeger plex *ztaup r codoubleFeger pivutb)doubleFeger fonddtutdoubleFeger b, d bdoubleFeger omplex *workfoftomplex *workfoftnitn srlworkfoftnitn srn , dgbal *a, iEFeger *lda, chger *ldworkfo, friE*n,EldiEFddkEFeger * ldXiUPworkfo, fr iEFedoubleFeger r *n,ExrhsEF computdoubleFeger b,XiEFegerabld *m,Xix *workfoe *m,Xda, chrfsxa, @bdoubleFeger pva, doubleFeger csx, doubleFeger qmeddab); /s_,om *doubleFeger plex *ztaup r codoubleFeger pivutb)doubleFeger *cx, ealutdoubleFeger b, d breal rconddtuty */rrrdoubleFeger l *bx_/rr_bndsx, @bdoubleFeger l *bx_/rrex * ra,oeal *ser _bndsxEFdoubleFeger pbndsxEFutdoubleFeger omplex *workfoftomplex *workfoftnitn srlworkfoftnitn srn , dgbal *ada, checo *lc_eyp*egariE*n,EldiEFkEFeger * ldXiUPm,XdoubleFeger r *n,ExrhsEF compx *workfoe *m,X *workfoftnitn srlworkfoftnitn srn , dgbarf*a, iEFeger *lda, cgglsedo*n,EldiEFkEFeger * ldXiUPm,XdoubleFeger r *n,ExrhsEF compx *workfoe *m,X *workfoftnitn srlworkfoftnitn srn , dgbar *a, iEFeger *ldworkfo, friE*n,EldiEFkEFeger * ld XiUPworkfo, fr iEFedoubleFeger r *n,ExrhsEF compx *workfoe *m,XutdoubleFeger bmeddab); /s_,om *workfoftnitn srlworkfoftnitn srn , dgebak*a, iEFeger*l, iEFeger *l, iEFegerr *lda, cgt,Feger *x *workfoeftnidoubleFeger l dre_(m,XiEFeXNm, doubleFeger vlex *ztaup s_m,X *workfoftnitn srlworkfoftnitn srn , dgebal*a, iEFeger*lworkfo, fldadoubleFeger iEFeger *0drx, *m,lda, cgt,Fegerx *workfoeftnidoubleFeger l dre_(m,XiEFeXNtnitn srlworkfoftnitn srn , dgebd *ada, checo *lc_eyp*egariEdoubleFeger iEFeger *0drx, *m,doubleFeger mva, doubleFeger e, doubleFeger taucomdoubleFeger /dxpomdoubleFeger omplex *workfoftnitn srlworkfoftnitn srn , dgebl *ada, checo *lc_eyp*egariEdoubleFeger iEFeger *0drx, *m,doubleFeger mva, doubleFeger e, doubleFeger taucomdoubleFeger /dxpomdoubleFeger omplex *workfofcomplex *workfoftnitn srlworkfoftnitn srn , dgeal *a, iEFeger *lc_eyp*egariEdoubleFeger iEFeger *0drx, *m,doubleFeger ex *c_doubleFeger pivutb)doubleFeger omplex *workfof *eUPNG real *czfotnitn srlworkfoftnitn srn , dgeequa,da, checo *lc_eyp*egariEdoubleFeger iEFeger *0drx, *m,doubleFeger pva, doubleFeger csx, doubleFeger powcutb)doubleFeger colcutb)doubleFeger /s rem,XiEFeXNtnitn srlworkfoftnitn srn , dgeequba,da, checo *lc_eyp*egariEdoubleFeger iEFeger *0drx, *m,doubleFeger pva, doubleFeger csx, doubleFeger powcutb)doubleFeger colcutb)doubleFeger /s rem,XiEFeXNtnitn srlworkfoftnitn srn , dgees*a, iEFegerv*ldda, chsor *lL_fp seler *lda, chetrichutdoubleFeger *n,ExrhsEF c *n,ExrhsEFsdi*c_doubleFeger wddtutdoubleFeger otnidoubleFeger vsFeger *rhsEFevxEFdoubleFeger omplex@bddab); /ss r eigsrcbUPNG real *czfotnitn srlworkfoftnitn srn , dgee *a, iEFeggerv*ldda, chsor *lL_fp seler *lda, ch sense*lc_eyp*egariEdoubleFeger iEFeger *0dr c *n,ExrhsEFsdi*c_utdoubleFeger od bdoubleFeger otnidoubleFeger vsFeger *rhsEFevxEFm,doubleFeger pivutec_doubleFeger pivutvb)doubleFeger omplex *workfof *complex *workfoftn srlrworkfoftnitn sr, eigsrcbUPNG real *czfotnitn srlworkfoftnitn srn , dgeeva, iEFeggervl*lda, chgervr*lc_eyp*egariEdoubleFeger iEFeger *rhsEFegerdoubleFeger od bdoubleFeger otnidoubleFeger vlx tb); /rx, t vlx doubleFeger vrmplex *zw(cldvrmpdoubleFeger omplex@bddab); /ss real *czfotnitn srlworkfoftnitn srn , dgeev*a, iEFegbalanc*lda, chgervl*lda, chgervr*lda, ch sense*lc_eyp*egariEdoubleFeger iEFeger *0dr c *doubleFeger wddtutdoubleFeger otnidoubleFeger vomplex *zw(cldvmlpdoubleFeger vrmptb); /rx, t vrmplex *zw(cFegerx *workfoeftnidoubleFeger l dre_(utdoubleFeger bn *c_doubleFeger pivutec_doubleFeger pivutvb)doubleFeger*xaruty , fpivutcomplex *workfoftn srlrworkfoftntnitn srlworkfoftnitn srn , dgegs*a, iEFegerv*l*lda, chgervsr*lda, chetrichutdoubleFeger *n,ExrhsEF c *doubleFeger qmeddab); /s_,omdoubleFeger exb, iErmpdoubleFeger b, iEtnidoubleFeger cor *UdoubleFeger vslx tb); /rx, t vsmlpdoubleFeger vsrmplex *zw(cldvsrmpdoubleFeger omplex@bddab); /ss real *czfotnitn srlworkfoftnitn srn , dgegva, iEFeggervl*lda, chgervr*lc_eyp*egariEdoubleFeger iEFeger *rhsEFegerdoubleFeger qmeddab); /s_,omdoubleFeger b, iErmputdoubleFeger , iEtnidoubleFeger cor *UdoubleFeger vomplex *zw(cldvmlp *doubleFeger vrmplex *zw(cldvrmpdoubleFeger omplexddab); /ss r *x *workfoeal *srworkfo, ftnitn srn , dgehd *ada, checor *lda, cgt,Feger *0drx, a,ftniutdoubleFeger *n,ExrhsEF c *doubleFeger /auegdoubleFeger omplex@bddab); /eal *srworkfo, ftnitn srn , dgehl *ada, checor *lda, cgt,Feger *0drx, a,ftniutdoubleFeger *n,ExrhsEF c *doubleFeger /auegdoubleFeger omplex@bddab); /ss real *czfotnitn srlworkfoftnitn srn , dgejsva, iEFeggera*lda, chgeru*l, iEFegerv*l, iEFegerddtuty iEFegert*l, iEFegerp, lex *zw(cm*lc_eyp*egariEdoubleFeger iEFEFeger * ldcompdoubleFeger lvompdoubleFeger *ldb);b); /r, * *doubleFeger vmplex *zw(cldvmpdoubleFeger omplexddab); /ss r *x *workfoes real *czfotnitn srlworkfoftnitn srn , dgelq *ada, checo *lc_eyp*egariEdoubleFeger iEFeger *0drx, *m,doubleFeger /auegdoubleFeger omplexeal *czfotnitn srlworkfoftnitn srn , dgelqf*a, iEFeger *lda, cgglsedodoubleFeger iEFeger *0drx, *m,doubleFeger /auegdoubleFeger omplexeal *czfoss real *czfotnitn srlworkfoftnitn srn , dgel *a, iEFeger *ldworkfo, f *lda, cgglsedo*n,EldiEF*al iEFedoubleFeger Feger *rhsEFegerdoubleFeger qmeddab); /s_,omutdoubleFeger omplex *workfofss real *czfotnitn srlworkfoftnitn srn , dgel *ada, checo *lc_eyp*egariEc_eyp*egar iEFeutdoubleFeger *n,ExrhsEF c *doubleFeger qmeddab); /s_,omdoubleFeger exEFedoubleFeger pivutb)ddab); /eal *sdoubleFeger omplexddab); /ss r *x *workfoftn srlrworkfoftntnitn srlworkfoftnitn srn , dgelss*ada, checo *lc_eyp*egariEc_eyp*egar iEFeutdoubleFeger *n,ExrhsEF c *doubleFeger qmeddab); /s_,omdoubleFeger exEFedoubleFeger pivutb)ddab); /eal *sdoubleFeger omplexddab); /ss r *x *workfoftnitn srlworkfoftnitn srn , dgelsx*ada, checo *lc_eyp*egariEc_eyp*egar iEFeutdoubleFeger *n,ExrhsEF c *doubleFeger qmeddab); /s_,om*n,EldiEF*ajpvt, doubleFeger pivutb)ddab); /eal *sdoubleFeger omplexddab); / *eal *srworkfo, ftnitn srn , dgelsy*ada, checo *lc_eyp*egariEc_eyp*egar iEFeutdoubleFeger *n,ExrhsEF c *doubleFeger qmeddab); /s_,om*n,EldiEF*ajpvt, doubleFeger pivutb)ddab); /eal *sdoubleFeger omplexddab); / *ss real *czfotnitn srlworkfoftnitn srn , dgeql *a, iEFeger *lda, cgetf2pldoubleFeger iEFeger *0drx, *m,doubleFeger /auegdoubleFeger omplexeal *czfotnitn srlworkfoftnitn srn , dgeqlf*a, iEFeger *lda, cgglsedodoubleFeger iEFeger *0drx, *m,doubleFeger /auegdoubleFeger omplexeal *czfoss real *czfotnitn srlworkfoftnitn srn , dgeqp3*a, iEFeger *lda, cgglsedodoubleFeger iEFeger *0drx, *m,eger *0drjpvt, doubleFeger /auegdoubleFeger omplexeal *czfoss r *x *workfoftnitn srlworkfoftnitn srn , dgeqpf*a, iEFeger *lda, cgglsedodoubleFeger iEFeger *0drx, *m,eger *0drjpvt, doubleFeger /auegdoubleFeger omplexeal *czfotnitn srlworkfoftnitn srn , dgeqr *a, iEFeger *lda, cgetf2pldoubleFeger iEFeger *0drx, *m,doubleFeger /auegdoubleFeger omplexeal *czfotnitn srlworkfoftnitn srn , dgeqrf*a, iEFeger *lda, cgglsedodoubleFeger iEFeger *0drx, *m,doubleFeger /auegdoubleFeger omplexeal *czfoss real *czfotnitn srlworkfoftnitn srn , dgerl *a, iEFeger *ldworkfo, friE*n,EldiEFr iEFeutdoubleFeger *n,ExrhsEF c *doubleFeger lex *c__, iEFeger *eger *n, re *m,XidoubleFeger qmeddab); /s_,omdoubleFeger G b,XiEFeger *mplexdoubleFeger a, d bdoubleFeger qonddtdoubleFeger omplexeal *czfotomplex@bddab); /eal *srworkfo, ftnitn srn , dgeal *a, iEFegger *ldda, chrfsxa, iEFegal *alpha, deqmeddl iEFedoubleFeger Feger *rhsEFegerdoubleFeger lex *c__, iEFeger *@bddab); /e *m,XdoubleFeger rsx, doubleFeger csx, doubleFeger ex tb); /rx, t *m,doubleFeger G b,XiEFeger *mpldoubleFeger pivutb)utdoubleFeger b, d breal rconddtuty */rrrdoubleFeger l *bx_/rr_bndsx, @bdoubleFeger l *bx_/rrex * ra,oeal *ser _bndsxEFdoubleFeger pbndsxEFutdoubleFeger omplex *workfoftomplex *workfoftnitn srlworkfoftnitn srn , dgerq *ada, checo *lc_eyp*egariEdoubleFeger iEFeger *0drx, *m,doubleFeger /auegdoubleFeger omplexeal *czfotnitn srlworkfoftnitn srn , dgerqf*a, iEFeger *lda, cgglsedodoubleFeger iEFeger *0drx, *m,doubleFeger /auegdoubleFeger omplexeal *czfoss real *czfotnitn srlworkfoftnitn srn , dgesc *ada, checor *doubleFeger Feger *rhsEFegerm,doubleFeger ph srworkfo, ft *m,X *workfofj *m,XdoubleFeger l dren srlworkfoftnitn srn , dgesdda, iEFeggermplex *zz(chftnda, checor *doubleFeger iEFeger *rhsEFegerdoubleFeger xEFdoubleFeger *ldb);b); /r, * *doubleFeger v/r *n,EldiEFegvt, doubleFeger omplexddab); /ss r *x *workfoes real *czfotnitn srlworkfoftnitn srn , dgesl *a, iEFeger *lda, cgt,*x, iEdoubleFeger Feger *rhs ldcompx *workfoe*m,XidoubleFeger qmeddab); /s_,omeal *czfotnitn srlworkfoftnitn srn , dgeslda, iEFeggeru*l, iEFegerv *lda, clacpychda, clacrmdoutdoubleFeger *n,ExrhsEF c *doubleFeger xEFdoubleFeger *ldb);b); /x, *doubleFeger vt, *n,EldiEFegvt, doubleFeger omplexddab); /ss r *x *workfoenitn srlworkfoftnitn srn , dgeslja, iEFeggera*lda, chgeru*l, iEFegerv*lda, clacpychrec_eyp*egariEdoubleFeger *n,ExrhsEF c *doubleFeger xv *n,ExrhsEFmvUPm,XdoubleFeger vmplex *zw(cldvmpdoubleFeger omplexddab); /ss r *x *workfoenitn srlworkfoftnitn srn , dgesl *a, iEFeger *lda, chger *ldworkfo, friE*n,EldiEFddl iEFedoubleFeger Feger *rhsEFegerdoubleFeger lex *c__, iEFeger *@bddab); /e *m,Xda, chrfsxa, doubleFeger rsx, doubleFeger csx, utdoubleFeger bmeddab); /s_,omdoubleFeger G b,XiEFeger *mpldoubleFeger pivutb)doubleFeger fonddtdoubleFeger qonddtdoubleFeger omplexeal *czfo *eUPNG real *czfotnitn srlworkfoftnitn srn , dgeal *a, iEFeger *lda, chger *ldworkfo, friE*n,EldiEFddl iEFedoubleFeger Feger *rhsEFegerdoubleFeger lex *c__, iEFeger *@bddab); /e *m,Xda, chrfsxa, doubleFeger rsx, doubleFeger csx, utdoubleFeger bmeddab); /s_,omdoubleFeger G b,XiEFeger *mpldoubleFeger pivutb)doubleFeger *cx, ealdoubleFeger b, d breal rconddtuty */rrr@bdoubleFeger l *bx_/rr_bndsx, doubleFeger l *bx_/rrex * ra,oeal *ser _bndsxEFdoubleFeger pbndsxEFdoubleFeger omplex *workfoftomplex *x *workfoeal *srworkfo, ftnitn srn , dgetc *ada, checor *doubleFeger Feger *rhsEFegerger *rhs lt *m,X *workfofj *m,Xx *workfoeal *srworkfo, ftnitn srn , dgetl *ada, checo *lc_eyp*egariEdoubleFeger iEFeger *0drx, *m,eger *0dre *m,X *workfoftnitn srlworkfoftnitn srn , dgearf*a, iEFeger *lda, cgglsedodoubleFeger iEFeger *0drx, *m,eger *0dre *m,X *workfoftnitn srlworkfoftnitn srn , dgeari*ada, checor *doubleFeger Feger *rhsEFegerger *rhs lt *m,XdoubleFeger omplexeal *czfoss real *czfotnitn srlworkfoftnitn srn , dgear *a, iEFeger *ldworkfo, friE*n,EldiEFr iEFeutdoubleFeger *n,ExrhsEF c *x *workfoe*m,XidoubleFeger qmeddab); /vut mpleal *czfotnitn srlworkfoftnitn srn , dggbak*a, iEFeger*l, iEFeger *l, iEFegerr *lda, cgt,Feger *x *workfoeftnidoubleFeger ll dre_(doubleFeger *l dre_(m,XiEFeXNm, *doubleFeger vmplex *zw(cldvmpeal *czfotnitn srlworkfoftnitn srn , dggbal*a, iEFeger*lworkfo, fldadoubleFeger iEFeger *0drx, *m,doubleFeger qmeddab); /s_,omeal *czfoteger *0drx, a,ftniutdoubleFeger ll dre_(doubleFeger *l dre_(doubleFeger omplexddab); / *eal *srworkfo, ftnitn srn , dgges*a, iEFegerv*l*lda, chgervsr*lda, chsor *lL_fp selctg*lworkfo, fldadoubleFeger iEFeger *0dr *m,doubleFeger qmetb); /rx, t *m,lex *worksdi*c_doubleFeger b, iErmpdoubleFeger b, iEtniutdoubleFeger b,r *UdoubleFeger vslx lex *zw(cldvsmlpdoubleFeger vsrmptb); /rx, t vsrmpdoubleFeger omplexddab); /ss r eigsrcbUPNG r *x *workfoeal *srworkfo, ftnitn srn , dgge *a, iEFeggerv*l*lda, chgervsr*lda, chsor *lL_fp selctg*lda, chsense*lc_eyp*egariEdoubleFeger iEFeger *0dr c *utdoubleFeger bmeddab); /s_,om *workfofsdi*c_doubleFeger b, iErmputdoubleFeger , iEtnidoubleFeger cor *UdoubleFeger vslx lex *zw(cldvsmlpm,XdoubleFeger vsrmplex *zw(cldvsrmpdoubleFeger pivutec_doubleFeger pivutm,XdoubleFeger omplexeal *czfoss real *czfotomplexddab); / *stn sr, eigsrcbUPNG real *czfotnitn srlworkfoftnitn srn , dggeva, iEFeggervl*lda, chgervr*lc_eyp*egariEdoubleFeger iEFeger *rhsEFegerdoubleFeger qmeddab); /s_,omdoubleFeger b, iErmputdoubleFeger , iEtnidoubleFeger cor *UdoubleFeger vomplex *zw(cldvmlp *doubleFeger vrmplex *zw(cldvrmpdoubleFeger omplexddab); /ss r *x *workfoeal *srworkfo, ftnitn srn , dggev*a, iEFegbalanc*lda, chgervl*lda, chgervr*lda, ch sense*lc_eyp*egariEdoubleFeger iEFeger *0dr c *doubleFeger ex tb); /rx, t *m,doubleFeger b, iErmpdoubleFeger b, iEtnidoubleFeger cor *UdoubleFeger vomplex *zw(cldvmlpdoubleFeger vrmplex *zw(cldvrmp *x *workfoeegerx *workfoeftnidoubleFeger ll dre_(doubleFeger *l dre_(utdoubleFeger bn *c_doubleFeger bbn *c_doubleFeger pivutec_doubleFeger pivutm,XdoubleFeger omplexeal *czfoss real *czfotomplex eigsrc cUPNG real *czfotnitn srlworkfoftnitn srn , dggglm *a, iEFeger *lda, cgt, *lda, cgglspiEdoubleFeger iEFeger *rhsEFegerdoubleFeger qmeddab); /s_,omdoubleFeger d/rrr@bdoubleFeger mpldoubleFeger ympdoubleFeger omplexddab); /ss r *x *workfoeal *srworkfo, ftnitn srn , dgghl *a, iEFeex *q *, iEFeex *t iEFeg *m,qEF ddab); / *eegerx *workfoeftnidoubleFeger iEFeger *0dr c *doubleFeger ex tb); /rx, t *m,doubleFeger ,XiEFeger *m comdoubleFeger z ra,oeal *ser complex *zz(chial *srworkfo, ftnitn srn , dgglse*ada, checo *lc_eyp*egariEc_eyp*egapiEdoubleFeger iEFeger *rhsEFegerdoubleFeger qmeddab); /s_,omdoubleFeger csx, utdoubleFeger mva, doubleFeger xmpdoubleFeger omplexddab); /ss r *x *workfoeal *srworkfo, ftnitn srn , dggqrf*a, iEFegerr *lda, cgt, *lda, cgglspiEdoubleFeger iEFeger *rhsEFegerdoubleFeger taugerdoubleFeger qmeddab); /s_,omutdoubleFeger taub,XdoubleFeger omplexeal *czfoss real *czfotal *srworkfo, ftnitn srn , dggrqf*a, iEFeger *lda, cgglsp*lc_eyp*egariEdoubleFeger iEFeger *rhsEFegerdoubleFeger taugerdoubleFeger qmeddab); /s_,omutdoubleFeger taub,XdoubleFeger omplexeal *czfoss real *czfotal *srworkfo, ftnitn srn , dggslda, iEFeggeru*l, iEFegerv*l, iEFegerqplex *zz(chftnlex *workfon*lda, cgglsp*lc_eyp*egak_(ddab); /snidoubleFeger iEFEFeger * ldcompdoubleFeger qmeddab); /s_,omdoubleFeger b, iEniutdoubleFeger b,r *UdoubleFeger *ldb);b); /r, *doubleFeger verger *rhs lldvmpdoubleFeger ,XiEFeger *m comdoubleFeger omplex *workfoftomplex *x *workfoeal *srworkfo, ftnitn srn , dggslpa, iEFeggeru*l, iEFegerv*l, iEFegerqplex *zz(chftnlex *workfop*lc_eyp*egariEdoubleFeger iEFeger *0dr c *doubleFeger ex tb); /rx, t *m,doubleFeger tobaomdoubleFeger tobb*lc_eyp*egak_(ddab); ll*UdoubleFeger *ldb);b); /r, *doubleFeger verger *rhs*ldvF iEdoubleFeger ,XiEFeger *m com *workfoftomplexdoubleFeger tauEFutdoubleFeger omplex *workfoftal *srworkfo, ftnitn srn , dgsvj0a, iEFeggerv *lda, cgt, *lda, cgglsriEdoubleFeger iEFeger *rhsEFegerdoubleFeger mva, doubleFeger lv *n,ExrhsEFmvUPm,doubleFeger vmplex *zw(cldvmpdoubleFeger epxEFdoubleFeger sfmimdoutdoubleFeger tob*lda, cgglsrsweepomdoubleFeger omplex *workfofcomplex *x *workfoeal *srworkfo, ftnitn srn , dgsvj1a, iEFeggerv *lda, cgt, *lda, cgglsriEda, cgglsr1doutdoubleFeger *n,ExrhsEF c *doubleFeger mva, doubleFeger lv * *x *workfomv *doubleFeger verger *rhs*ldvF doubleFeger epxEFdoubleFeger lsfmimdodoubleFeger tob*lda, cgglsrsweepomdoubleFeger omplex *workfof *ss real *czfotnitn srlworkfoftnitn srn , dgtal *a, iEFeger *lc_eyp*egariEdoubleFeger ds r *x *workforger *rhs*ldvF doubleFeger epxEFdoublEF c *doubleFsrn , dgetl *ada, checo *lc_eyp*egariEdoubleFeger iEFeger *0dczfotnitn srlwger iEFeger *0tn srn *xEFeegeroublesFeger * ldco@bddab); /s_comer *0drypomplex *workfoftnitn srlworkfdiEFk_(iEger *0d doubleFeger ,k_( doubleFeger ,k_(s r *x *workforger *rhs*ldvF xa, doubleFeger rsx, doubleFeger csx, utdoubleFeger bmeddab); /s_,omdoubleFeger G b,XiEFeger *mplexdoubleFeger a, d bgetl *ada, criEdoubleFeger iEFeger *0dczfotrkfoes real *czfotnitn srlworkfoftnitn s srn , dgtal *a, iEFeger *lc_eyp*egariEdoubleFegeryp*egariEdoubleFeger iEFe*0drcomp/auegEFebp*mex *c__, , ffotrk*eUPNG real *czfotnitn srlworkfoftnitn srn , dgeal *a, iEFeger *ldabddab); /s_comer *0drypomplex *workfoftnitn srlw , l doubleFeger ,k_ doubleFeger ,k_( doubleFeger ,k_(s r *x *workforger *rhs*ldvF xa, doubleFeger rsx, doubleFeger csx, utdoubleFeger bmeddab); /s_,omdoubleFeger G b,XiEFeger *mpldoubleFeger pivutb)doubleFeger fonddtdoubleFeger qonddtdoubleFeger omplexeal *ctt/ss r *x *woriEFeger *ldabddab); /s_comer *0d , dgtal *a, iariEdoubleFeger ds r *x *workforubleFeger qonddtdoubleFeger omplexeal *ctt/tn srlwger iEFeger *0tn srn *xEFeegeroublesFeger * ldco@bddab); /s_comer *0drypomplex *workfoftnitn srlwods ger Feger *rhsEFegerdoubleFeFeger Feger *rhs ldcompx *workfoe*m,XidoubleFeger qmeddttsfofj *m,Xx *ir iEFeger *0tn srn *xEFeegeroublesFeger * ldco@bddab); /s_comer *0drypomplex *workfoftnitn srlwods ger Feger *rhsEFegerdoubleFeFeger Feger *rrkfoe*m,XidoubleFeger qmedhgeqz/vut mpleal *czfotnx *workfoeal *srworkfo, ftnitn sr vomplex *zw(cldvmlpdoubleFeger vrmplex *hm comdoubleFeghrkfomv *doubleFeiEFehowmny,X eiger iEFeger *0dr c *doubleFeger ex tb); /rx, t *m,doubleFeger b, iErmp*0dr c *doubleFeger ex tb); /rx, t *m,doueFegeFeger Feger *rhsEFegerdoubleFeger qmeddab); /s_,omutdoubleFeger omplex *whsei *ss r *workfoftnieigsrcrkfoftniinitvtm,XdoubleFegoftnitn srn , dgeeser vrmplex *hm comdoubleFeghrkfomv *doublc_eyp*egariEdoubleFeger iEFeger *0dr c *doubleFeger wddtutdoubleFeger otnidoubleFeger vomplex *x *zw(cldvmlp *zeFeger pivutb)doubleFeger fofail c *doubleFofailr qmeddab); /s_,omutdoubleFeger omplex *whsef *eUPNG real *czfotnx *workfo, ftnitn srn , dggdggbak*ldvmlpdoubleFeger vrmplex *hm comdoubleFeghrkfomv *doublc_eyp*egariEdoubleFeger iEFeger *0d /rx, t *m,doueFegeeFeger pivutb)do *n,ExrhsEF c *doubleFeger /auegd,XdoubleeFege *softnitn srlwoin,omutdoubleFeger omplex *wla_gbamv_ofj *m,Xx *tn srlworkfoftnitn srn , unmrz*a, iEFegerlda, clacpychda, clacrmdo*n,E * ld clacrmdo*n,EleFeger *n,Exr ld XiUPworkfoeFeger powcutbcbleFeger bmeddaubleFeger b, iErmpyb*lda, cgglsrswcy,omuger b, iErmwla_gb; /s_foe *m,X *workfoftnitn srlworkfoftnitn srn , dgbkeger ,XiEFeger *mEldiEFkEFeger * ld XiUPworkfo, fr EFkEFeger * fr iEFedoubleForkforubleFegercmoubleFeger bn *c*m comdoubleFr /a *bx_/rrex * ra,oeal *ser _bndsxEFdoubftnlen *wor_len,omutdoubleFeger omplex *wla_gbfotomextended_ofj *m,Xx *prec_type/rx, t *m,doubl *wor_type/rx, t *m,dou*workfoeal *srworkfo, ftnitn srn , dgtn srn , dgear *a, ildiEFkEFeger * ld XiUPworkfo, fr EFkEFeger * fr iEFedoubleForkfor,XdoubleFcoleqeger vt, @bddab); / *workfop*lc_eyp*egariEdoubleFeger iEFeger yr EFkEFeger *yleFeger bmeddaubrr_FegiEger *0d iEFeen b, deFeger pivutb)utdoubs_nFeger pivutb)utdoubs_ger r *n,ExrhsEF cea, iEFeger *lda,yeFeger iEFeger y); /rx, t *m,doy_tailer iEFeger *0drx,eger qmeddab); ithceahrkfomv *doublcrthceahrkFeger * ldco@bz_uber i,XdoubleFigb, e_cwisem comdoubleFr /a,omuger b, iErmwla_gb; G b,_foes real *czfotnitnsrworkfo, ftnitn srn , dgbslcolworkfo, friE*n,EldiEFkEFeger * ld XiUPworkfo, fr EFkEFeger * f,omutdoubleFeger omplex *wla_geamv_ofj *m,Xx *tn srlworkfoftnitn srn , unmrz* clacrmdo*n,E * ld clacrmdo*n,Elda, cgt, *lda, cgglsriEda, xb*lda, cgglsrswcbleFeger bmeddaubleFeger b, iErmpyb*a, cgglsrswcy,omuger b, iErmwla_ge; /s_foe *m,X *workfoftnitn srlw clacrmdo*n,Elda, cgt, *lda,*a, iEFeger *ldaEFr iEFeutdoubleFeger *n,orkforubleFegercmoubleb,XiEFegerabld *m,XomdoubleFr /a *_/rrex * ra,oeal *ser _bndsxEFdoubb);tnlen *wor_len,omutdoubleFeger omplex *wla_gefotomextended_ofj *m,Xx *prec_type/rx, t *m,doubl *wor_type/rx, t *m,dou*workfoeal * *a, iEFeger *lda, chger *ldworkfoldXiUPworkfo, frFr iEFeutdoubleFeger *n,orkfor,XdoubleFcoleqegeb,XiEFegerabld *m,Xix *workfoe *m,XdoubleFeger rsx, @bdoubleyx, t *m,doubl *yleFeger bmeddaubrr_FegiEge*0d iEFeen b, deFeger pivutb)utdoubs_nFeg*a, iEFeger *ldoubs_ger *n,ExrhsEF cea, iEFeger *lda,yeFeger iEFegerb,XyleFeger bmedday_tailer iEFeger *0drx,eger qmeddab); ithceahrkr *n,ExrhsEF cthceahrkfomv *doublcbz_uber i,XdoubleFigb, e_cwisem clda, cgglsrsweepomdoubleFeger omplex *worla_li *ubrr_foes real *czfotnitn zworkfoeal * *a, r *n,ExrhsEF cea, iEFeger *lda,yeFeger iEFegerubrr,omuger b, iErmwla_po; /s_foe *m,Xeal *czfotnitn srliEFeger *lda, chger *ldworkfoldXiUPworkfo, frFr iEFeutdoubleFeger *n,cmoubleFeger bn *c*m clda, cgglsrswee *_/rrex * ra,oeal *ser _bndsxEFdoub;tnlen eal _len,omutdoubleFeger omplex *wla_po;otomextended_ofj *m,Xx *prec_type/rx,e *m,Xeal *clda, iEFeggeru*l, iEFeg *a, iEFeger *lda, chger *ldworkfo, friE*n,Eld frFr iEFeutdoubleFe,XdoubleFcoleqeger vt, @bddab); / *workfop*lc_eyp*egariEdoubleFeger iEFeger yr EFkEFeger *yleFeger bmeddaubrr_FegiEger *0d iEFeen b, deFeger pivutb)utdoubs_nFeger pivutb)utdoubs_ger r *n,ExrhsEF cea, iEFeger *lda,yeFeger iEFeger y); /rx, t *m,doy_tailer iEFeger *0drx,eger qmeddab); ithceahrkfomv *doublcrthceahrkFeger * ldco@bz_uber i,XdoubleFigb, e_cwisem comdoubleFr /aub;tnlen eal _len,omuger b, iErmwla_po; G b,_foe *m,Xeal *czfotnitn scolworkfo, friE*n,EeFeger *n,Exr ld XiUPworkfo, Fr iEFeutdoubleFe_/rrex * ra,oeal *;tnlen eal _len,omuger b, iErmwla_; G b,_foes real *czfotnitnscolworkfo, friE*n,EeFeger *n,Exr ld XiUPworkfo, Fr iEFeutdouble,omutdoubleFeger omplex *wla_syamv_ofj *m,Xx *eal *czfotnitn srliEFeger *lda, * l*a, iEFeger *ldalda, cgt, *lda, cgglsriEda, xb*a, cgglsrswcblecompdoubleFeger qmeddab); /s_,oyb*a, cgglsrswcy,omuger b, iErmwla_sy; /s_foe *m,Xeal *czfotnitn srliEFeger *lda, chger *ldworkfoldXiUPworkfo, frFr iEFeutdoubleFeger *n,orkforubleFegercmoubleb,XiEFegerabld *m,XomdoubleFr /a *_/rrex * ra,oeal *ser _bndsxEFdoubb);tnlen eal _len,omutdoubleFeger omplex *wla_sy;otomextended_ofj *m,Xx *prec_type/rx,e *m,Xeal *clda, iEFeggeru*l, iEFeg *a, iEFeger *lda, chger *ldworkfo, friE*n,Eld frFr iEFeutdoubleFeFedoubleForkfor,XdoubleFcoleqeger vt, @bddab); /ger *rhs*ldvF xa, doubleFeger rsx, doubleFeyr EFkEFeger *yleFeger bmeddadoubrr_FegiEge*0d iEFeen b, deFeger pivutb)utdoubs_nFegeFeger bmeddadooubs_ger *n,ExrhsEF cea, iEFeger *lda,yeFeger iEFegerdy /ger *rhs*ldvF y_tailer iEFeger *0drx,eger qmeddab); ithceahrkfomv *doublup rthceahrkfomv *doublcbz_uber i,XdoubleFigb, e_cwisem comdoubleFr /a *a,;tnlen eal _len,omuger b, iErmwla_sy; G b,_foe *m,Xeal *czfotnitn s,XomdoubleFr /a *_/rrex * ra,j0a, iEFeggerv *lda, cgt, *lda,frFr iEFeutdoubleFeFedoubleForkforbx_/rrex * ra,oeal *;tnlen eal _len,omutdoubleFeger omplex *wla_wwadd,_foes real *cgglsriEda, xb*ger b, iErmpyb*ld_/rrex * ra,o,omutdoubleFeger omplex *wlabad*softnitn srlwsmalr wddtutdoubleFlarg ph srworkfo, ft *m,X *worklabger omplex *workfoftnitn srlfoftnitn sbleFeger *n,Exrh, iEFeggerv *lda, cgt, *lda,yp*egariEdoubleFeger iEFeger *0drx, *FegerdoubleFeger p, cgglsriEda, xb*a, cgglsroubleFeger bmeddayr EFkEFegedoublyph srworkfo, ft *m,X *worklacntomplex *x *workfoeal *srwov, cgglsriEda, xb*lda, cgglsrs srn ariEdoubleFegstn srn , dgka, iEFegbalancisav ph srworkfo, ft *m,X *worklaof *splex *x *workfoeal *srwov, cgglsriEda, xb*lda, cgglsrs srn ariEdoubleFegstn srn , dgka, ph srworkfo, ft *m,X *worklaopyfoe *m,Xeal *czfotnitn rworkfo, ftnitn srn , dgsvj0a, iEFeggerv *lda, cgt, *lda,Feger Feger *rrkfoe*m,XidoubleFeger qmedladiv*softnitn srlwlda, cgt, *lda,Fegr vt, @bddab); /ger *rhs*ldvF yp*egariEdoubleFep, cgglsriEda, qrkfoe*m,XidoubleFeger qmedlae2*softnitn srlwlda, cgt, *lda,Fegr vt, @bddab); /ger *rhs*ldvF rt1rkfomv *doublcrt2rkfoe*m,XidoubleFeger qmedlaebzofj *m,Xx *ieal *czfotnitn itbleFeger powcunmrz*a, iEFegembleFeger powcumineru*l, iEFegebr verger *rhs*ldvabsF dour *n,ExrhsEF celF douariEdoubleFepivr verger *rhs*ldvyp*egariEdoubleFedoon ariEdoubleFegs r *x *wnvachftnlex *workfoFegr vt, @bddab); /geger powcumoub r *x *wnoFegr vt, @bddabrhs lldvmpdoubleFeger ,XiEFeger *m comdoubleFeger omplex *worlaed0ofj *m,Xx *itn srlworkfoftniqsiorkfo, ftnitn sr , cgt, *lda,yp*egariEdoubleFeger iEFeger *0d*0dr c *doubleFeFeger *ldb);b);sF re0dr c *double*bx_/rrex * ra,oeal *ser _bndsxEFdoubleFeger pbndsxEFdoubleFeger omplex *worlaed1s r *x *woriEFeger *ldabp*egariEdoubleFeqeyp*egariEdoubleFeger vergerndxeFeger ex tb); rh *czfotnitn cutpnt *bx_/rrex * ra,oeal *ser _bndsxEFdoubleFeger pbndsxEFutdoubleFeger omplex *wlaedtomplex *x *krkfoftnitn srlfoftnitn s1egariEdoubleFedobp*egariEdoubleFeqeyegariEdoubleFeger vergerndxeFeger ex tb); rh *cbx_/rrex * ra,z *0drypomplex *wolamda, ch sense*lc_egariEdoubleFeqs ger Feger *ndxFeger vergerndxcFeger vergerndxeru*l, iEFegcoltypdoubleFeger pbndsxEFdoubleFeger omplex *worlaed3omplex *x *krkfoftnitn srlfoftnitn s1egariEdoubleFedobp*egariEdoubleFeqeyegariEdoubleFeger ex tb); rh *crypomplex *wolamda, *a, iEFeger *ldq2Feger vergerndxru*l, iEFegctoeger *ldb);b); *cbx_/rrex * ra,subleFeger pbndsxEFutdoubleFeger omplex *wlaed4omplex@bddab); /eal *sr *0drypomplex *wo; /ger *rhs*ldvF z *0drypomplex *woelFaFeger ex tb); rh *crypomplex *wolambak*ldvmlpdoublndsxEFutdoubleFeger omplex *wlaed5ofj *m,Xx *i *0drypomplex *wo; /r *rhs*ldvF z *0dr , cgt, *lda,yelFaFeger ex tb); rh *crypomplex *wolamxEFutdoubleFeger omplex *wlaed6omplex *x *k iter i,XdoubleForgatb); /rx, t *m,dorh *crypomplex *wo; /r *rhs*ldvF z *0dr *rhs*ldvF finit); /rx, t *m,doeFegedvmlpdoublndsxEFutdoubleFeger omplex *wlaed7ofj *m,Xx *itn srlworkfoftninlworkfoftniqsiorkubleFeger ptlvls*czfotnitn curlr c *doubleFcurpbm0drypomplex *wo; /ger *rhs*ldvF qeyegariEdoubleFeger vergerndxeFeger ex tb); rh *cEFkEFegedoucutpnt *ger *ldb);b);sF re0dr c *douqptr qmeddab); prmptr qmeddab); pel *czfotnitn givptr qmeddab); givc douariEdoubleFegivnu_eyp*egariEdoubleFeal *ser _bndsxEFdoubleFeger pbndsxEFutdoubleFeger omplex *wlaed8ofj *m,Xx *itn srlworkfoftnikrkfoftnitn srlfoftnitndouqsiorkiEFeger *ldabp*egariEdoubleFeqeyegariEdoubleFeger vergerndxeFe, dgesc *ada, c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *a, iEFeger *ldq2Feger vergeble2ger *ldb);b); *cmeddab); pel *czfotnitndougivptr qmeddab); givc douariEdoubleFegivnu_eyger vergerndxeru*l, iEFe*0drcdeFeger powcutb)doubleFeger colcutb)doubllaed9omplex *x *krkfoftnitn kstartrkfoftnitn kstopdoubleFeger pworiEFeger *ldabp*egariEdoubleFeqeyegariEdoubleFeger ex tb); dorh *crypomplex *wolamda, ch sense*lc_egariEdoubleFedi*c_utdoubleFsdoubleFeger pbndsxEFdoubleFeger omplex *worlaedaomplex@bddab); /eal *stlvls*czfotnitn curlr cubleFeger pcurpbm0dmeddab); prmptr qmeddab); pel *czfotnitn givptr qubleFeger pgivc douariEdoubleFegivnu_eyariEdoubleFeqeyegariEdouqptr qub_/rrex * ra,z *0drypomplex *wztemo, fx * x, er *ldadoubleFeger mva, doublaei *s,XdoubleFrightvtm,XdoubleFnoinit);fo, ftnitn sr , cgt, *lda,hm comdoubleFeghrkfomv *doublc_eypfomv *doublc_lex *worksdi*c_doger vomplex *zw(vdab); /s_,omdoua, doubleFeger rp*egariEdoubleFeal *ariEdoubleFegps3egariEdoubleFedmlnu_eyariEdoubleFe bignu_eyger vergern *ldadoubleFeger mva, doublaev2*softnitn srlwlda, cgt, *lda,Fegr vt, @bddab); /ger *rhs*ldvF rt1rkfomv *doublcrt2egr vt, @bddab)s1rkfomv *doublcsn1ldadoubleFeger mva, doublaexc*s,XdoubleFwantrlworkfoftnitn srn , dbdsdeFeger e, doubleeger *ldb);b); /r, *doublbleFeger vergej1rlfoftnitn s1egubleFeger pw2ger *ldb);b); FdoubleFeger pbndsxEFutdoubleFeger omplex *wlag2*softnitn srlwldaiEFeggerv *lda, cgt, *lda,Fegp*egariEdoubleFeger iEFeger saer verger *rhs*ldveeger1egariEdoubleFedoeeger2ger *ldb);b); r1ger *ldb);b); r2ger *ldb);b); ixEFutdoubleFeger omplex *wlag2oftn srlrworkfoftntnitn srloftnitn srlwldaiEFeggerv,Exr ldFeger sai*c_utdoubleFsaubleFeger pbndsxEFutdoubleFeger omplex *wlagsfof,XdoubleFuppe c *doubleFeger 1ger *ldb);b); a2foldXiUPworkfo, f3egariEdoubleFeb1ger *ldb);b); b2ger *ldb);b); b3leb,XiEFegerabld surkfomv *doublcsneger vt, @bddab)sEFegerm,doubleFenforbx_/rrex * ra,csqFegerm,doubleFenqrkfoe*m,XidoubleFeger qmedlagtss r *x *woriEFeger *ldalda, cgt, *lda,lamb*lda, chsense*lc_eyp*r vt, @bddab); /srn , dbdsde douariEdoubleFedm clda, cgglsrswubleFeger pbndsxEFutdoubleFeger omplex *wlagtmoss real *czfotnitn srlworkfoftnitn srn , dgear *a, i * ld clacrmdo*n,bddab); /s_comer *0drypomplex *workf pva, doubleFeger csx, doubleFeger qmeddab)r qmeddab); /s_,oeFeger iEFe*0d *rrkfoe*m,XidoubleFeger qmedlagtoftn srlrworeal *czfotnitn srlworkfoftnitn s, chsense*lc_eyp*r vt, @bddab); /srn , dbdsddm comdoubleFr /ger *rhs*ldvF y /srn , dbdsde douleFeger pbndsxEFutdoubleFeger omplex *wlagv2*softnitn srlwldaiEFeggerv *lda, cgt, *lda,Fegp*egariEdoubleFeger iEFeger *0dr c *doubleFeger ex tb); /rx, t *m,doubleFeger b, iErmpctniutdoubleFegersnlFeger b, iErmpctr); /rx, t *m,dosnrxEFutdoubleFeger omplex *wlahf *e,XdoubleFwantttm,XdoubleFwantorkfo, ftnitn sr vomplex *zw(cldvmlpdoubleFeger vrmplex *hm comdoubleFeghrkfomv *doubleFe_eypfomv *doublc_lexvomplex *zw(zcldvmlpdoubleForkiEFeger *ldazm clda, cgglsreFeger ,XiEFeger *m comdoubleFeger z ra,oealahrss r *x *workfoeal *skrkfoftnitn sbleFeger *n,Exrh, iEFeggerv *lda, cgt, *lda, cgglsedodoubleFeiEFehowmny,X eiger *rhs*ldvF y /ehowmny,X yph srworkfo, ft *m,X *worklaer omplex@bddab); /eal *skrkfoftnitn sbleFeger *n,Exrh, iEFeggerv *lda, cgt, *lda, cgglsedodoubleFeiEFehowmny,X eiger *rhs*ldvF y /ehowmny,X yph srworkfo, ft *m,X *worklaic1ftn srlrworeal *czfotnitnjglsedodoubleFeblecompdoubleFegesgstn ch sense*lc_egariEdoubleFegammkfo, friE*n,Eld sgstpeypfomv *doublcsp*r vt, @bddab); uegd,Xdoubleelaiege *softnitn srlwoin1ger *ldb);b); oin2rkfoe*m,XidoubleFeger qmedlalnfof,XdoubleFleal *czfotnitn srh, iEFeggervn *cbx_/rrex * ra,sr verger *rhs*ldvc ld clacrmdo*n,Elda, cgt, *lda, r , cgt, *lda,y1ger *ldb);b); o2ger *ldb);b); ba, doubleFeger rp*egariEdoubleFp*egariEdoubleFeger iEFeger *rn, re *m,XidoubleFeger qmeddab)w(cldvrmp *x *workfxeal *czfotnitn er *m comdoubleFeger z ra,oealals0ofj *m,Xx *itn srlworkfoftnindoubleFeger er qubleFeger psqre0dr c *dou *a, iEFeger *ldaxa, doubleFeger rsx, doubleFeFebn, re *m,Xidoubn, re *m,Xidpel *czfotnitn givptr qmeddab); givc doulda, cgglsreFgc douariEdoubleFegivnu_eyger vergeeFgnu_eyariEdoubleFe polea, iEFeger *ldadifddab); /s_comerifrrkiEFeger *ldazm ciEFeggerv,Ekp*r vt, @bddab); ypfomv *doublcsp*r vt, @bddab FdoubleFeger pbndsxEFutdoubleFeger omplex *wlalsaofj *m,Xx *itn srlworkfoftnidmlsiorkfo, ftnitn sr r c *dou *a, iEFeger *ldaxa, doubleFeger rsx, doubleFebn, re *m,Xid,ExrheFeger qmeddab)leFeger tobb*lc_eyp*egak_(ddabt); /eal *skrkr , cgt, *lda,yifddab); /s_comerifrrkiEFeger *ldazm cariEdoubleFe polea, zfotnitn givptr qmeddab); givc doua, cgglsreFgc doure *m,Xid,Epel *cariEdoubleFegivnu_eyariEdoubleFe); ypfomv *doublcsp*r vt, @bddab Feal *ser _bndsxEFdoubleFeger pbndsxEFutdoubleFeger omplex *wlakfofse *m,Xeal *czfotnitn dmlsiorkfo, ftnitn sger iEFe*0d *a, iEFeger *ldabp*egariEdoubleFeger iEFeger *0dba, doubleFeger rp*egariEdoubleFeger qmeddab); /s_,om*n,EldiEF*ajpvt, doubleFegdsxEFdoubleFeger pbndsxEFdoubleFeger omplex *worlamrgomplex@bddab1rlfoftnitn s2ld clacrmdo*n,Elda, cgt, *0ddtrd1rlfoftnitn dtrd2Feger vergerndexxEFdger vergrlanegs r *x *woriEFeger *ldabp*egariEdoubleFelldp*r vt, @bddab sigmkfo, friE*n,Eldpivr vermeddab); ; uegd, friE*n,Elrlangb*ss real *czfotnitn srl /eal *skn srn , dgbkeger ,XiEFeger *mEldiEFkEFeger * ld XiUPworkfosxEFuegd, friE*n,Elrlange*ss real *czfotnitn kfoftntnitn srloftnitn srlwldaiEFegger *a, iEF XiUPworkfosxEFuegd, friE*n,Elrlangt*ss real *czfotnitn srlworkfoftnitn srnariEdoubleFedm cldrypomplex *woruegd, friE*n,Elrlanhs*ss real *czfotnitn srlworkfoftnitnElda, cgt, *lda, r , cgt, *lda,sxEFuegd, friE*n,Elrlansb*ss real *ce *m,Xeal *czfotnitn s,XomdoubleF_,om*n,EldiEF* *aEldiEFkEFeger * ld XiUPworkfosxEFuegd, friE*n,Elrlansf*ss real *ce *m,Xeal *r*ce *m,Xeal *czfotnitn s,X1a, iEFeggerv *ld XiUPworkfosxEFuegd, friE*n,Elrlansp*ss real *ce *m,Xeal *czfotnitn s,X, iEFeggerv *p, r , cgt, *lda,sxEFuegd, friE*n,Elrlanst*ss real *czfotnitn srlworkfoftnitn p*egariEdoubleFeguegd, friE*n,Elrlansy*ss real *ce *m,Xeal *czfotnitn s,X, iEFeggerv *daiEFegger *a, iEF XiUPworkfosxEFuegd, friE*n,Elrlantb*ss real *ce *m,Xeal *ce *m,Xdiag*czfotnitn s,XomdoubleF_,o*a, iEFeger *lda, cgglsedo*n,EldiE XiUPworkfosxEFuegd, friE*n,Elrlantp*ss real *ce *m,Xeal *ce *m,Xdiag*czfotnitn s,Xm*n,EldiEF* *aEdoubleFeger lsfmimuegd, friE*n,Elrlantr*ss real *ce *m,Xeal *ce *m,Xdiag*czfotnitn tn srn , unmrz*lworkfoftnitnElda, cgt, *lda, bleFeger lsfmimuegdoubleFeger omplex *worlanv2*softnitn srlwlda, cgt, *lda,Fegr vt, @bddab); /ger *rhs*ldvF p*egariEdoubleFert1lx lex *zw(cldvst1ix lex *zw(cldvst2rmrz*lworkfoftnitnst2ix lex *zw(cldvcsEFmvUPm,doubleFn,omutdoubleFeger omplex *wlapllfoes real *cgglsriEda, xb*ger vergerncblecompdoubleFegeyb*a, cgglsrswcyEFmvUPm,doubleFsr v,omutdoubleFeger omplex *wlapmtof,XdoubleFforwrd*czfotnitn tn srn , unmrz* iEFeger *rn, re *m,XidoubleomdoubleF_uegd, friE*n,Elrlapy2*softnitn srlwbleFeger bmeddayuegd, friE*n,Elrlapy3*softnitn srlwbleFeger bmeddayrkiEFeger *ldazm ,omutdoubleFeger omplex *wlaqgr /s rem,XiEFeXNtnitn srlw /eal *skn srn , dgbkeger , iEFeger *lda, cgglsedo*n,EldiE XiUPworkfo iEFeger *@bddab); /e *m,Xda, chrfs, *m,doubleFeger p, doubleFeger csx, doubleFeegerdoubleF,omutdoubleFeger omplex *wlaqger complex *zz(chial *srwoworkfoftnitnElda, cgt, *uba,da, checo *lc_eyp*egariEdoubleFeger iEFeger *0drx, *m,doubleFeger pva, doubleFeger csx, doubleFeegerdoubleF,omutdoubleFeger omplex *wlaqpfofj *m,Xx *workfoeal *srwokfoeal *soffse eiger *rhs*ldvF iEFeger *ldworkfo, friE*n,da, cgglsedodoubleFeger *worksdi*c_dogn1ger *ldb);b); vw2ger *ldb);b); Fdo,omutdoubleFeger omplex *wlaqpoftn srlrworkfoftntnitn srlworkfoftnoffse eiger iEFe*0d ex tb); /rx,eFeger iEFeger *EFeger *ldworkfo, friE*n,da, cgFegerdoubleFeger ger *ldb);b); vw1ger *ldb);b); vw2ger *ldb);b); auxforbx_/rrex * ra,rFr iEFeutdoube,omutdoubleFeger omplex *wlaqr0*e,XdoubleFwantttm,XdoubleFwantorkfo, ftnitn sr vomplex *zw(cldvmlpdoubleFeger vrmplex *hm comdoubleFeghrkfomv *doubleFe_eypfomv *doublc_lexvomplex *zw(zcldvmlpdoubleForkiEFeger *ldazm clda, cgglsreFegem*n,EldiEF*ajpvt, doubleFegFeger qmeddab); /s_,omutdoubleFeger omplex *wlaqr1s r *x *woriEFeger *ldahm comdoubleFeghrkFeger qmeddab)wr1ger *ldb);b); si1ger *ldb);b); sr2ger *ldb);b); si2foldXiUPworkfo, v,omutdoubleFeger omplex *wlaqr2*e,XdoubleFwantttm,XdoubleFwantorkfo, ftnitn sr vomplex *ktopdotb); /rx,eot);fo, ftnitnworiEFeger *ldahm comdoubleFuba,hexvomplex *zw(zcldvmlpdoubleForkiEFeger *ldazm ca, cgglsreFeger r c *dou *czfotnitn srdger *ldb);b); srger *ldb);b); sip*r vt, @bddab dre_(doubleFeger *l dre_(nhrkfomv *doublciEFehowmny,X eiomdoubleFubnFeger bbn *c_dou dre_(doubleFewFeger bbn *c_doubleFeger pivutec_do,omutdoubleFeger omplex *wlaqr3*e,XdoubleFwantttm,XdoubleFwantorkfo, ftnitn sr vomplex *ktopdotb); /rx,eot);fo, ftnitnworiEFeger *ldahm comdoubleFuba,hexvomplex *zw(zcldvmlpdoubleForkiEFeger *ldazm ca, cgglsreFeger r c *dou *czfotnitn srdger *ldb);b); srger *ldb);b); sip*r vt, @bddab dre_(doubleFeger *l dre_(nhrkfomv *doublciEFehowmny,X eiomdoubleFubnFeger bbn *c_dou dre_(doubleFewFeger bbn *c_doubleFeger pivutec_do,omutdoubleFeger omplex *wlaqr4*e,XdoubleFwantttm,XdoubleFwantorkfo, ftnitn sr vomplex *zw(cldvmlpdoubleFeger vrmplex *hm comdoubleFeghrkfomv *doubleFe_eypfomv *doublc_lexvomplex *zw(zcldvmlpdoubleForkiEFeger *ldazm clda, cgglsreFegem*n,EldiEF*ajpvt, doubleFegFeger qmeddab); /s_,omutdoubleFeger omplex *wlaqr5*e,XdoubleFwantttm,XdoubleFwantorkfo, ftnitkacc2s ger Feger rlw /eal *sktopdotb); /rx,eot);fo, ftnitnshftorkfomv *doubleFegrger *ldb);b); sip*r vt, @bddabhm comdoubleFeghrkvomplex *zw(zclr vomplex *zeForkiEFeger *ldazm ca, cgglsreFegeXiUPworkfo, v comdoubleFuba,Feger bbn *c_doleFeger tobb*lc_efo, ftnitnFeger bbn *c_dou drlda, cgglsreFwger *l dre_(nhrkfomv *doublcwhdre_(doubleFewh,omutdoubleFeger omplex *wlaqsb*ss real *czfotnitn s,XomdoubleF_dp*r vt, @bddab a, cgglsedo*n,EldiE XiUPworkfosEFmvUPm,doubleF /s_,omdoubleFegeubleFer ,egerdoubleF,omutdoubleFeger omplex *wlaqsp*ss real *czfotnitn s,X, iEFeggerv *p, r , cgt, *lda,sEFmvUPm,doubleF /s_,omdoubleFegeubleFeegerdoubleF,omutdoubleFeger omplex *wlaqsyfoe *m,Xeal *czfotnitn rwoworkfoftnitnElda, cgt, *uba,da, checo *lc_esEFmvUPm,doubleF /s_,omdoubleFegeubleFeegerdoubleF,omutdoubleFeger omplex *wlaqtrof,XdoubleFleal tm,XdoubleFlleFen srn , unmrz* iEFeger *riEFehowmny,X eiger iEFeger diE XiUPworkfosrkfomv *doubleFeg(cldvrmp *x *workfx,om*n,EldiEF*ajpvt, doubleFegd/s_,omutdoubleFeger omplex *wlar1kfoes real *czfotnitnb1rlfoftnitn bs,Xm*n,EldiEF* *alamb*ldar *rhs*ldvF p*egariEdoubleFer wddtutdoubleFldp*r vt, @bddab lldp*r vt, @bddabpivr verger *rhs*ldvgape douariEdoubleFezer i,XdoubleeFe_antorkfes realegcnt *_/rrex * ra,ztegeXiUPworkfo, r vgmkfolda, cgglsrrm comdoubleFrsuppegeXiUPworkfo, nrr vsEFegerdoubleFegesi, t *m,doubleFegerqcooubleFeger pivutb),omutdoubleFeger omplex *wlar2vfoes real *cgglsriEda, xb*Feger bmeddayrkub_/rrex * ra,z *0dger vergerncbleariEdoubleFeger iEFeger *0drxsdoubleFeger pbncc,omutdoubleFeger omplex *wlarf*ss r *work complex *zz(chial *srwoworkfoftnitnvbak*ldvmlpdoublncsEFegerdoubleFeer ger *ldb);b); cm ca, cgglsreFc, r , cgt, *lda,sxEFuegdtdoubleFeger omplex *wlarfb*ss r *workfoftnidab); /eal *dire *czfotnit sF reworkfoeal *srworkfo, ftnitn srn , dkwoworkfoftnitnvbaomdoubleFuba,Feger bbn *c_doiEFehowmny,X eiger iEFeger cm ca, cgglsreFc, r , cgt, *lda,sxEFdre_(doubleFewxEFuegdtdoubleFeger omplex *wlarfgs r *x *woriEFeger *ldai * ld clacrmdo*n,xb*lda, cgglsrswcbleFeger bmeddaer uegdtdoubleFeger omplex *wlarfps r *x *woriEFeger *ldai * ld clacrmdo*n,xb*lda, cgglsrswcbleFeger bmeddaer uegdtdoubleFeger omplex *wlarft*ss rdire *czfotnitsF reworkfoeal *sn srn , dgealkwoworkfoftnitnvbaomdoubleFa,Feger bbn *c_doicgglsedodoubleFeiEFger e, doubleeuegdtdoubleFeger omplex *wlarfx*ss r *work complex *zz(chial *srwoworkfoftnitn dregerdoubleFeer ger *ldb);b); cm ca, cgglsreFc, , cgt, *lda,sxEFuegdtdoubleFeger omplex *wlargvfoes real *cgglsriEda, xb*a, cgglsrswcblecompdoubleFegeyb*a, cgglsrswcyEFmvUPm,double *m,XomdoubleFr cc,omutdoubleFeger omplex *wlarnvfoes reaidistn srn , dgiseorkfo, ftnitn srz* iEFeger *rn,omutdoubleFeger omplex *wlarras r *x *woriEFeger *ldabp*egariEdoubleFebleb,XiEFegerabldr2ger *ldb);b); splF douariEdoubleFetnl *czfotnitn ssplitbak*ldvmlpdoublsplitbadoubleFegd/s_,omutdoubleFeger omplex *wlarrbs r *x *woriEFeger *ldabp*egariEdoubleFelldp*lda, cgglsrsfirstn srn , dgilastn ch sense*lcrF d1rkfomv *doublcrtol2bak*ldvmlpdouboffse ei XiUPworkfosrkfomv *doubl*wgEdoubleFeger lsfdoublp*egariEdoubleFeal *ser _bndsxEFdoubr vt, @bddabpivr verger *rhs*ldv spdia *czfotnitn twistn srn , dgi/s_,omutdoubleFeger omplex *wlarrc*eUPNG realtn srn , dgeeser vrmplex *, iEtnidoubleFeger rkfoftnitn srlwop*egariEdoubleFeger iEFeger *0dpivr verlda, cgglsreigcnt *a, cgglsrecnt *a, cgglsrrcnt *a, cgglsri/s_,omutdoubleFeger omplex *wlarrofse *m,Xrangeczfotnitorderlworkfoftnitn srn , dggeeFeer wddtutdoubleFeegedvmlpdoubldouleFeger pbrkfoftnitn srlwgera, r *n,ExrhsEF celF douariEdoubleFeop*egariEdoubleFeger iEFeger *0de2foldXiUPworkfo, pivr vermeddab); nsplitbadoubleFegdsplitbadoubleFeg_eyp*egariEdoubleFoubleFeger lsfdoublbleFeger lsfdouariEdoubleFewup*lda, cgglsrsbloct, doubleFegd/dexFoubleFeger lsfpvt, doubleFegdsxEFdoubleFeger pbndsxEFdoubleFeger omplex *worlarrefse *m,Xrangeczsrn , dgeeser vrmplex *, iEtnidoubleFeger rkfdvmlpdoubldouleFeger pbrkfoftnitn srlwop*egariEdoubleFeFeger iEFeger *0de2foch sense*lcrF d1rkfomv *doublcrtol2bager *rhs*ldv splF doubleFeger epplitbadoubleFegdsplitbadoubleFeg_eyegariEdoubleFoup*egariEdoubleFdoublbleFeger lsfgEdoua, cgglsrsbloct, doubleFegd/dexFoup*egariEdoublegera, r vt, @bddabpivr verger *rhs*ldvutb)doubleFeger fonddtdoubleFeger qonddtdoubleFeger omplexeal *larrss r *x *woriEFeger *ldabp*egariEdoubleFer weFeger qmeddab)rkfo, ftnitnclstrtrkfoftnitn cleEF c *doubleFsrnoup*egariEdoubleFgEdoubleFeger lsfdoublr *ldb);b); spdia *cger *rhs*ldv clgEdlFeger b, iErmpclgEdr, r vt, @bddabpivr verger *rhs*ldvsigmkfoger *rhs*ldvF plua, r vt, @bddablplua, r vt, @bddabnddtdoubleFeger qonddtdoubleFeger omplexeal *larrjs r *x *woriEFeger *ldabp*egariEdoubleFeb2p*lda, cgglsrsfirstn srn , dgilastn ch sense*lcrF drlworkfoftnoffse eip*egariEdoubleFoubleFeger lsfdoublbleFeger lsfpvt, doubleFegdsxEFdoubr vt, @bddabpivr verger *rhs*ldvspdia *czfotnitn qonddtdoubleFeger omplexeal *larrkomplex@bddab); /eal *sr_egariEdoubleFegr weFeger qmeddabgrkfoftnitn srlwop*egariEdoubleFeg2, r vt, @bddabpivr verr *n,ExrhsEF celF douariEdoubleFeFoubleFeger lsfdoublzfotnitn qonddtdoubleFeger omplexeal *larrrs r *x *woriEFeger *ldabp*egariEdoubleFebleb,zfotnitn qonddtdoubleFeger omplexeal *larrvfoes real *cgglsriEda, er wddtutdoubleFeegeger *rhs*ldvF p*egariEdoubleFedouariEdoubleFepivr verdoubleFegdsplitbageger powcumerdoubleFegd drlworkfoftnarigeXiUPworkfo, r vrgp, r , cgt, *lda,rF d1rkfomv *doublcrtol2bager *rhs*ldvFoubleFeger lsfdoublr , iEFeger *ldfgEdoua, cgglsrsbloct, doubleFegd/dexFouoftnitn srlwgera, r uariEdoubleFezer ia, cgglsreFzcldvmlpdoublsuppegeXiUPworkfo, sxEFdoubleFeger pbnddtdoubleFeger qonddtdoubleFeger omplexeal *larsclfofj *m,Xx *workfoeal *srworkfo, ftnitn *rhsEFegerdoubleFegera, cgglsreFn,omutdoubleFeger omplex *wlartg*softnitn srlweFe_/rrex * ra,gFeger b, iErmpca, r *n,ExrhsEF srworkfo, ftnitnrm ,omutdoubleFeger omplex *wlartvfoes real *cgglsriEda, xb*a, cgglsrswcblecompdoubleFegeyb*a, cgglsrswcyEFmvUPm,double *m,X*n,ExrhsEF sb*a, cggls*0drccc,omutdoubleFeger omplex *wlaruvfoes reaiseorkfo, ftnitn sr iEFeger *rn,omutdoubleFeger omplex *wlarz*ss r *work complex *zz(chial *srwoa, cgglsreiEtnidoubleFeger b*a, cgglsrswc dregerdoubleFeer ger *ldb);b); cm cger e, doublec, , cgt, *lda,sxEFuegdtdoubleFeger omplex *wlarzb*ss r *workfoftnidab); /eal *dire *czfotnit sF reworkfoeal *srworkfo, ftnitn srn , dkwoa, cgglsreiEidoubleFeger b*k*ldvmlpdouba,Feger bbn *c_doiEFehowmny,X eiger iEFeger cm ca, cgglsruba,c, , cgt, *lda,sxEFdre_(doubleFewxEFuegdtdoubleFeger omplex *wlarzt*ss rdire *czfotnitsF reworkfoeal *sn srn , dgealkwoworkfoftnitnvbaomdoubleFa,Feger bbn *c_doicgglsedodoubleFeiEFger e, doubleeuegdtdoubleFeger omplex *wlas2*softnitn srlweFe_/rrex * ra,gFeger b, iErmph*rhsEFegerdoubleFessr verger *rhs*ldvssran,omutdoubleFeger omplex *wlascloss reype/rx, t *m,doukn srn , dgbkeger ,XiEFeger *mcfro_eyariEdoubleFe)t *czfotnitn rworkfo, ftnitnger *rhs*ldvF iEFeger *ldworkfo, friE*n, qonddtdoubleFeger omplexeal *lasclfofj *m,Xx *workfoeal *srworkfo, ftnitn *rhsEFegerdoubleFegera, cgglsreFn,omutdoubleFeger omplex *wlasd0ofj *m,Xx *n srn , dgesqre0drkfo, ftnitn *rhsEFegerdoubleFee0drkfo, ftnitnleFeger tobb*lc_eyp*egak_(ddabt); /eal *suba,Ft); /eal *sdmlsiorkfo, ftnitxEFdoubr vt, @bddaba, d bgetl *ada, criEdoubleFeger iEFeger *0dczflasd1s r *x *wdoubleFeger er qrn , dgesqre0dger *rhs*ldvF p*egariEdoubleFei * ld clacrmdo*n,r qmeddab); /s_,omdoger e, doublec_eyp*egak_(ddabt); /eal *sa,Ft); /eal *sidxeFeubleFeger fonddtdor vt, @bddabnddtdoubleFeger qonddtdoubleFeger omplexeal *lasx *wlasd0ofj *q , dgesqre0dger *rhs*ldvF p*egariEdoubleFei * ld clacrmdo*n,r qmeddab); /s_,omdoger e, doublec_eyp*egak_(ddabt); /eal *sa,Ft); /eal *sidxeFeubleFeger fonddtdor vt, @bddabnddtdoubleFeger qonddtdoubleFeger omplexeal *lasx *wlasd0ofj *q , dgesqre0dger *rbleFeger ex tb); ak_(dorkfo, ftnitc*sa,Ft); /eal *sidxee0dger *rhs*ldvF p*egariEdoubleFei * ld clacrmdo*n,r qme, doubeal *lasx *wlasn kfoftntnitn srlofeger Feger *leFeiEei * ld clacr2* ld clacrmdo*cr2* lec_eyp*egakp* lec_eyp*egak* lec_eyp*egakc(ddabt); /ealak_(ddabt); /rgerndxrubleFeger fonddtdor vt, @bddabnddtdoubleFeg3r qonddtdoubleFeger omplexeal *lasx *wlasd0ofj *q , dgesqre0dger *rbleFeger ex tb); pcurpbm0dmeddab); prmptr qmeddrF drlworkfoftnoffse p*egariEdoubleFei * ld claeger Feger *leFeiE ftnitn srn , rmdo*n,r qme, doubei * ld clacr2* d clacrmdo*cr2* b, iErmpca, akc(ddabt); /dvmlpdoublndsxEFut, cgglsreFc, r ,onddtdor vt, @bddabnddtdoubleFeghs*ldvF z *0dr , cgt, *lda,yelFaFeger ex tb); rh *crypomplex *wolamxEFutdoubleFeger omplex *wlaed6omplex *x *k ititn kfoftntnitn srlofidxeFeubleFeger fonddtdor vt, @bddabnddtdoubleFego; /r *rhs*ldvF z *0dr *rhs*ldvF finit); /rx, t *m,doeFegedvmlpdoublndsxEFutdoubleFeger omplex *wlaen kfoftntnitn srlofFeger ddtdor vt, @bddabnddtdoubleFeg6ab); /s_comerifrrkiEFeger *vergeeFgnu_eyariEdoubleFe polea, z *0dr *rhs*ldvF finit); /rxvtnitnger *rhs*lyegariEdoubleFoup*qre0dger *rhs*ldvF p*egalec_eyp*egak_(ddabt); /er *ldcgt, *lda,hm fotnitn dmlsiorkfo, ftnitn sger iEFe*0dtnger *rhs*ldndxeFe, tnitn sger iEeFeger iEFeger *0kfo, ftnitn sr r c *dou *a, iEFegerriE*ldaxa, doubleFeger rsx, doublebn, re *m,Xid,ExrheFeger qmeddab)le dgesc *ada, c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *a, is *ldb);b);sF re0dr c *douqptr ergeeFgnu_eyariEdoubleFe polea, iEFeger *gesqre0dger *rbleFeger ex tb); ak_(rh *crypomplex wF finit); /rxvtnitnger *rhs*lyfwF finit); /rxvfo, ftnitn srn , lwF finit); /rxqre0dger *rhs*ldvF p*egariEdoubleFei ftn kfoftlec_eyp*egak* lec_eyp*egakpgalec_eyp*egak_(ddabt); /er *ldcgt, *lda,hm fotnitn dmlsiorkfo, ftnitn sger iEFe*0dtnger *rhs*ldndxeFe, tnitn sger iEeFeger iEFeger *0 b*a, cgglsrswc dregerdoublera,z *0drypomplex *wolamda, *a, is eger *ldq2Feger vergeble2ger *ldlFaFeger ex tb); rh *crypomplex *wolamxEFutdoublvtnitnger *rhs*lyeganitn sr r c *dou bddab Feal *ser rftnitn sger iE*ldaxa, doubleFegen kfoftntnitn srlofFeger egerdoublera,z *0drypomplex *wolamda, *a, is dab); /s_comerifrrkiEFeger *ldazm cariEdoubleFe polea, zfolea, z *0dr *rhs*ldvF finit); /rx0dger *rhs*ldvF p*egariEdce *mleFe); ypfomv *doublcsp*r vt, @nitn sr r c *dou *a, iEFegerE*ldaxrh *crypomplex *wolamxEFutdoublakfofse *m,Xeal *czfotnitn dmlsiorkfo, ftbndsxEFutdoubleFegedabt); /er *ldtnger *rhs*ldndxeFe,dvmlpdouba,Feger bb cgglsrswc dregdgesc *ada, c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *a, is qndsxEFdoubleFeger omplexlea, iEFeger *l(ddabt); /eancdoublcsp*r vtnrkfosEFmvUPm,dcc, z *0dr *rhs*ldvF finit); /rx0dg ftnitn srn , rmdo*n,r qme, doubei * ld cla p*egariEdoubleF*lda, chger *ldworkfo, friE*dtdoubleFeger omplex *wlas2*softa,z *0drypomplex *wolamda, *a, is ts*ldvF z *0dr , cgt, *lptr qmeddab); lanegs r *bndsoire *czfotnitndimle *czfotnitndimex *hm comdosuomplex *wlagv2*softnitn srlwlsetleFep, cgglsriEda, qrkfoe*m,XidoubleFeger qmedlae2*sore0dger *rhs*ldvF p*egariEdoubleFeiitn *rhsEFegerdmplex *wlagv2*softnitn srlwlsq*krkfoftnitn srlfoftnitn s1egariEdoubleFedob0dg ftnitn srn , lex *wlas2*softa,z *0drypomplex *wolamda, *a, isqEdoubleFegstn srn , dgka, , cgglsreFc, r ,onddtdor vt, @bddabnddtdoubleFeq3r qonddtdoui0e*m,Xidouble0eger ex tb); ak_(rhdabt); /eeger omplexeal dmisem comdoubleFr n kfoftntnitn srlofden kreFn,omutdoubleFeqfoFegr vt, @bddt *mgglsreFc, r tdoubleFegdsplidph srwbx_/rrex *eere *czfotnitt ftnger omplexeal dmisx *itn srlworkfomiseiE ftnitn srn , d srlfoftnitn s1esx *itn srlworkfo_eypfomv *doublcgbleFeger vrmplex *hddtdor vt, @bddabnddtdoubleFeq4r qonddtdoui0e*m,Xidouble0eger ex tb); ak_(rhdabt); /eegem,Xidouble0 *worlaed0ofj *m,misem comdoubleFr dmisx * ftnitn srn , dmiseiEtnitn srn , d srlfoftnitn s1esx *itn srlworkfo_eypeFeger vrmplex *hm *czfotnitt ftnger omplexeal gddtdor vt, @bddabnddtdoubleFeq5r qonddtdoui0e*m,Xidouble0eger ex tb); ak_(rhdabt); /eeger omplexeal ,doukn srn , dgb,misem comdoubleFr dmisx * ftnitn srn , dmiseiEtnitn srn , d srlfoftnitn s1esmx *itn srlworkfo_mx *wlabx_/rrex *eerddtdor vt, @bddabnddtdoubleFeq6r qonddtdoui0e*m,Xidouble0eger ex tb); ak_(rhdabt); /eeger omplexeal dmisem comdoubleFr dmisx *itn srlworkfomiseiE fEtnitn srn , d srlfoftnitn s1esmx *itn srlworkfo_mxddtdor vt, @bddabnddtdoubleFert, *lda,sxEFdre_(doupivotwxEFuegdtdoubleFEda, qrkfoe* tnitn sgerorkfxeal *czfotnba, doubleFeger rp*egariEdoubleiE XiUPworkfosrkddtdor vt, @bddabnddtdoubleFertleFep, cixEFuegdtdoubleFeger omplex , t *m,doubleFl *sidxeFeubleFeger fonddtdor vt, @sqoubleFeger omplex *wlarz*ss r *work complex *zz(chial *dab lldp*r vt, @bdsumslagtmoss real *czfotnitn sspllfoes real tnitnger *rhs*ldvF iEFeger *ldworkfo, friE*n, qonddtdoubleFeger omplexealubleFeger omplen(zcldvmlpdoubleFozw(zcldvmlpdoubleublc_lexvomplex *zwlagtmoss real *czfotnitn ssw *c_doicgglsedodoubleFeiEFgetn *rhsEFegerdoubleFee0d dgx * ra,ztegekger Feger *rhs ldcompx *worc, d bgetl *ada, criEdoubleFegeyFeger iEFeger *rlczfotnitnb1rr *rgariEdoubleFesrlwlcomdoubleFub friE*n,Elrlangb*ss real t ftnitn sger itou *a, iEFegerritrftnitn sger iteger qonddtdoublftnitn sger ibleF,omutdoubleFab llomdoubleFr /ger *rhs*ldvF y /srn , dbdsde*czfotnitn givptr qmeddab); givc doulda, cgglsresyferv *p, r , cgt, *lda,sEFmvUPm,doubwantttm,XdoubleFwlworkfoftnitnst2ix lex *zw(cldvc Feger *rhs ltnitn srn , lE XiUPworkfosrwtnitn givptr qmeddab); givc doulda, cgglsret2sFeger *riEFehowmny,X eiger iEFeger diE XiUPworkfosrkfodoubleFdoublcsneger vt, @bddab)sEFegerm,doubleFenforbx_/rrex * ra,tbsFeger *riEFehoe_(doubleFewxEFuegdtddvsteger ompczfoEFdoubleFeger ntttm,Xdoublx,om*n,EldiEF*ajgeubleFeegerdoubleomdoubleFr /ger *zz(chial *dab lldp*r vt, @bdcczfotnitn givptr qmeddab); givc doulda, cgglsretdmpclgEdr, r wnvachftnlex *woeger ex tb); ak_(rhdabt); /itn s,XomdoubleF_tn s2ld clacrmdo*rdseFe,dvmlpdouba,Frdsca ftbndsxEFutdorhs ldcompx *wjhs eddab); givc doulda, cgglsretpsFeger *riEFehoe_(doubleFewxEFuegdtddvsteger ompczfoEFdoubleFeger ntm*n,EldiEF*ajrworkfo, ft *m,X *F,omutdoubleFab llomdoubleFr /gcczfotnitn givptr qmeddab); givc doulda, cgglsretrbndsxEFdoubleFeger ompleEFmvUPm,doubwantger qmedlae2*soix lex *zw(cldvcfinit); /rx0dger *rhs*ldvF,doukn srn , dgbwbleFegeubleFer ,eddab); givc doulda, cgglsretrsFeger *riEFehoe_(doubleFewxEFuegdtddvsteger ompczfoEFdoubleFeger ntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rxmplex *zz(chial *dab lldp*r vt, @bdcczfotnitn givptr qmeddab); givc doulda, cgglsretrz(ddabt); /eal *suba,Ft); lex *zw(cntger qmedlae2*soix lex *zw(cldvcfinit); /rx,doukn srn , dgbwer ddtdor vt, @bddabnddtdoubleFtzmeFegeyb*a, cgglsrswcyEFmvUPm,double *m,XomdoubleFr cc,odcompx *worciEidoubleFeger b*k*ldvmlpdouba,Fex *itn srlworkfc2* ld clacrmdo*doubleFeger omplex ddtdor vt, @bddabnddtdoubleFuu2Feger *riEFehowmny,X eiger iEFeger diE XiUPworkfosrkfoitn givptr qmeddab); givc doulda, cgglsreuumFeger *riEFehowmny,X eiger iEFeger diE XiUPworkfosrkfoitn givptr qmeddab); givc doulda, cgglsopgvF p*egarvUPm,doubleF /s_,omdoubleFegeubleFeegerdoubleF,b*k*ldvmlpdouba,Fpcurpbm0dmeddab); prmptr qmed d1rkfomv *doublcrtol2bager *rhs*ldv splF doubopmtrt, *lda,sxEFdre_(douiEFehoe_(doubleFewxEda, qrkfoe* ubleFeger ntm*n,EldiEF*ajrworkfo, ft *m,er omplex *wlarnvfoes reaidce *mdoubleFeger omplex *wlas2*softa,z *0drypomplex *wolamda, *a,org2l(ddabt); /eal *suba,Ft); lex *zw(kntger qmedlae2*soix lex *zw(cldvcfinit); /rx,doukn srn , dgbwer *wlas2*softa,z *0drypomplex *wolamda, *a,org2r(ddabt); /eal *suba,Ft); lex *zw(kntger qmedlae2*soix lex *zw(cldvcfinit); /rx,doukn srn , dgbwer *wlas2*softa,z *0drypomplex *wolamda, *a,orgbrt, *lda,vubleFEda, qrkfoe* *suba,Ft); lex *zw(kntqre0drkfo, ftnitn *rhsEFegerdoufinit); /rx,doukn srn , dgbwer *w ld clacrmdower *wlas2*softa,z *0drypomplex *wolamda, *a,orghrs*ldvF z *0dr , cgt, *ldeFeger omplex *wlaqre0drkfo, ftnitn *rhsEFegerdoufinit); /rx,doukn srn , dgbwer *w ld clacrmdower *wlas2*softa,z *0drypomplex *wolamda, *a,orgk_(ddabt); /eal *suba,Ft); lex *zw(kntger qmedlae2*soix lex *zw(cldvcfinit); /rx,doukn srn , dgbwer *wlas2*softa,z *0drypomplex *wolamda, *a,orglq(ddabt); /eal *suba,Ft); lex *zw(kntger qmedlae2*soix lex *zw(cldvcfinit); /rx,doukn srn , dgbwer *wlas2*softl d1rkfomv *doublcrtol2bager *rhs*ldv splF douborgql(ddabt); /eal *suba,Ft); lex *zw(kntger qmedlae2*soix lex *zw(cldvcfinit); /rx,doukn srn , dgbwer *wlas2*softl d1rkfomv *doublcrtol2bager *rhs*ldv splF douborgqr(ddabt); /eal *suba,Ft); lex *zw(kntger qmedlae2*soix lex *zw(cldvcfinit); /rx,doukn srn , dgbwer *wlas2*softl d1rkfomv *doublcrtol2bager *rhs*ldv splF douborgr_(ddabt); /eal *suba,Ft); lex *zw(kntger qmedlae2*soix lex *zw(cldvcfinit); /rx,doukn srn , dgbwer *wlas2*softa,z *0drypomplex *wolamda, *a,orgrq(ddabt); /eal *suba,Ft); lex *zw(kntger qmedlae2*soix lex *zw(cldvcfinit); /rx,doukn srn , dgbwer *wlas2*softl d1rkfomv *doublcrtol2bager *rhs*ldv splF douborgvF p*egarvUPm,doubleF /s_,omdoubleFegeuE XiUPworkfosrkfofinit); /rx,doukn srn , dgbwer *wlas2*softl d1rkfv *doublcrtol2bager *rhs*ldv splF douborm2lt, *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,doukn srn , dgb dworkfo, friE*dtdoubleFeger omplex *wlas2*softa,z *0drypomplex *wolamda, *a,orm2rt, *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,doukn srn , dgb dworkfo, friE*dtdoubleFeger omplex *wlas2*softa,z *0drypomplex *wolamda, *a,ormbrt, *lda,vubleF *lda,sxEFdre_(doubleFewxdabt); /ealcomdoubleFuba,Feger bbn ntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,douk*lda, chger *ldworkfo, friE*dtdoubleFeger omplex *wlas2*softl d1rkfomv *doublcrtol2bager *rhs*ldv splF doubormhrt, *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab leFeger omplex *wlaqr5*e,Xdoubljix lex *zw(cldvcfinit); /rxrgerndxda, chger *ldworkfo, friE*dtdoubleFeger omplex *wlas2*softl d1rkfomv *doublcrtol2bager *rhs*ldv splF douborml2t, *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,doukn srn , dgb dworkfo, friE*dtdoubleFeger omplex *wlas2*softa,z *0drypomplex *wolamda, *a,ormlqt, *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,doukn srn , dgb dworkfo, friE*dtdoubleFeger omplex *wlas2*softl d1rkfv *doublcrtol2bager *rhs*ldv splF doubormqlt, *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,doukn srn , dgb dworkfo, friE*dtdoubleFeger omplex *wlas2*softl d1rkfv *doublcrtol2bager *rhs*ldv splF doubormqrt, *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,doukn srn , dgb dworkfo, friE*dtdoubleFeger omplex *wlas2*softl d1rkfv *doublcrtol2bager *rhs*ldv splF doubormr2t, *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,doukn srn , dgb dworkfo, friE*dtdoubleFeger omplex *wlas2*softa,z *0drypomplex *wolamda, *a,ormotni *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntfo, friE*dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,douk*lda, chger *ldworkfo, friE*dtdoubleFeger omplex *wlas2*softa,z *0drypomplex *wolamda, *a,ormoqt, *lda,sxEFdre_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,doukn srn , dgb dworkfo, friE*dtdoubleFeger omplex *wlas2*softl d1rkfv *doublcrtol2bager *rhs*ldv splF doubormb); /eal *dire e_(doubleFewxdabt); /eal *suba,Ft); , @bddab dntfo, friE*dntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,douk*lda, chger *ldworkfo, friE*dtdoubleFeger omplex *wlas2*softl d1rkfomv *doublcrtol2bager *rhs*ldv splF doubormtrt, *lda,sxEFdre_(douiEFehoe_(doubleFewxEda, qrkfoe* ubleFeger ntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rx,doukn srn , dgb dworkfo, friE*dtdoubleFeger omplex *wlas2*softl d1rkfv *doublcrtol2bager *rhs*ldv splF doubpbda,Fev *p, r , cgt, *lda,sEFmvUPm,doubleF /s_,omdoubleFegeubleFeegerdoubleF,omutdoubleaczfotndvmlpdouba,Frrkfx,om*n,EldiEF*aFeger qmeddab); /s_,om*n,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpbequerv *p, r , cgt, *lda,sEFmvUPm,doubleF /s_,omdoubleFegeubleFeegerdoubleF,omutdoubleFeger omplex *wlaqsyfoe *m,Xeal *czfotnitn n,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpbrfsFeger *riEFehowmny,X eigvUPm,doubleF XiUPworkfoitn s2ld clacrmdo*egeubleFeegerdoubleF,omutdoubleafgeubleFeegerdoufbleomdoubleFr /glftnitn sger ibleF,omutdoubleer *rhs*ldvF y /srn , dbdsde fariEdoubleFeg2, rbariEdoubleFeg2, r vt, @bddabpivr verr * XiUPworkfoajpvt, doubleFegdsxEFdoubleFegpbstferv *p, r , cgt, *lda,sEFmvUPm,doubleF /s_,omdoubleFegeubleFeegerdoublen,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpbsvFeger *riEFehowmny,X eigvUPm,doubleF XiUPworkfoitn s2ld clacrmdo*egeubleFeegerdoubleF,omutdoubledtrd2Feger vergerndn,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpbsvleFegeyb*fableF *lda,iEFehowmny,X eigvUPm,doubleF ubleFeger tn s2ld clacrmdo*egeubleFeegerdoubleF,omutdoubleafgeu ld clacrmdo*afgeudoubleFegd/leF,omutdoubleFeger omplex *wbF XiUPworkfo ibleF,omutdoubleer *rhs*ldvF y /srn , dbdsderrkfx,om*n,EldiEF*af*larsclfofj *m,Xx *wbariEdoubleFeg2, r vt, @bddabpivr verr * XiUPworkajpvt, doubleFegdsxEFdoubleFegpbtf2Feger *riEFehowmny,X eigvUPm,doubleF /s_,omdoubleFegeubleFeegerdoublen,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpbtrferv *p, r , cgt, *lda,sEFmvUPm,doubleF /s_,omdoubleFegeubleFeegerdoublen,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpbtrsFeger *riEFehowmny,X eigvUPm,doubleF XiUPworkfoitn s2ld clacrmdo*egeubleFeegerdoubleF,omutdoubledtrd2Feger vergerndn,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpftrferv *p, rlworkfoftnitn p*egariEdoubleFegF,omutdoubl cgtlen,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpftrierv *p, rlworkfoftnitn p*egariEdoubleFegF,omutdoubl cgtlen,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpftrserv *p, rlworkfoftnitn p*egariEdoubleFeg XiUPworkfoitn s2ld clacrmdo*eleF,omutdoubledtrd2Feger vergern,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpoda,Fev *p, r , cgt, *lda,sEFmomdoubleFegeuE XiUPworkfosrkfofinit); /rxaczfotndvmlpdouba,Frrkfx,om*n,EldiEF*aFeger lsfdoublr *ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,poequerubleFeger ntm*n,EldiEF*ajix lex *zw(cldvcFeegerdoubleF,omutdoubleFeger omplex *wlaqtrof,Xdouble); spdia *cger *rhs*ldv clgEdlFeger b,poequubleFeal *ser _bndsxEFdoubrjix lex *zw(cldvcFeegerdoubleF,omutdoubleFeger omplex *wlaqtrof,Xdouble); spdia *cger *rhs*ldv clgEdlFeger b,porfsFeger *riEFehowmny,X eigvUPm,doubfotnitn srlworkfoftniix lex *zw(cldvcfinit); /rxavmlpdoubleForkavmlomdoubleFr /glftnitn sger ibleF,omutdoubleer *rhs*ldvF y /srn , dbdsde fariEdoubleFeg2, rbariEdoubleFeg2, r vt, @bddabpivr verr * XiUPworkfoajpvt, doubleFegdsxEFdoubleFegporfsxFeger *riEFehodoubleFegd/leriEdoubleFeg XiUPworkfoitn s2ld clacrmdo*ele lex *zw(cldvcfinit); /rxavmlpdoubleForkavmlomdoubleFr /gitn givptr qmeddab); givc doua, cgglsreFgc dure *m,Xid,Epel /srn , dbdsderrkfx,om*n,EldiEF*ab*egariEdoubleFn_*eg_bnds er qrn , dgesqre0eg_bnds czfogariEdoubleFedob0eg_bnds erif t *m,doubleFl nparamdoubleFsrnoup*egaramdoubleFsrnoup*efoch sense*lcrF d1rkfomv *doublcrtol2bager *rhs*ldv splF doubposvFeger *riEFehowmny,X eigvUPm,doubitn s2ld clacrmdo cgtlen,EldiEF*leFwantttm,XdoubleFwd2Feger vergern,EldiEF*ajpvt, doubleFegdsxEFdoubleFegposvleFegeyb*fableF *lda,iEFehowmny,X eigvUPm,doubfoitn s2ld clacrmdo*ele lex *zw(cldvcfinit); /rxavmlpdoubleForkavmlomdoubleFegd/leF,omutdoubleFeger omplex *wbF XiUPworkoua, cgglsreFgc d er *rhs*ldvF y /srn , dbdsderrkfx,om*n,EldiEF*af*larscgglsreFgc d bariEdoubleFeg2, r vt, @bddabpivr verr * XiUPworkajpvt, doubleFegdsxEFdoubleFegposvlleFegeyb*fableF *lda,iEFehowmny,X eigvUPm,doubfoitn s2ld clacrmdo*ele lex *zw(cldvcfinit); /rxavmlpdoubleForkavmlomdoubleFegd/leF,omutdoubleFeger omplex *wbF XiUPworkoua, cgglsreFgc d er *rhs*ldvF y /srn , dbdsderrkfx,om*n,EldiEF*arpvgrwrscgglsreFgc d bariEdiEdoubleFn_*eg_bnds er n , dgesqre0eg_bnds czfogariEdoubleFedob 0eg_bnds erif t *m,doubleFnparamdoubleFsrnoup*egaramdoubleFsrnoup*eFeger qmeddab); /s_,om*n,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpotf2Feger *riEFehowmny,X eigomdoubleFegeuE XiUPworkfosrkfon,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpotrferv *p, r , cgt, *lda,sEFmomdoubleFegeuE XiUPworkfosrkfon,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpotrierv *p, r , cgt, *lda,sEFmomdoubleFegeuE XiUPworkfosrkfon,EldiEF*ajpvt, doubleFegdsxEFdoubleFegpotrsFeger *riEFehowmny,X eigvUPm,doubfotnitn srlworkfoftniix lex *zw(cldvcfinit); /rxeFwd2Feger vergern,EldiEF*foajpvt, doubleFegdsxEFdoubleFegppda,Fev *p, r , cgt, *lda,sEFmomdoubleFegeubleFeegerdoubleF,aczfotndvmlpdouba,Frrkfx,om*n,EldiEF*aFeger lsfdoublr *ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,ppequerv *p, r , cgt, *lda,sEFmomdoubleFegeubleFeegerdoubleF,omutdoubleFeger omplex *wlaqtrof,Xdouble); spdia *cger *rhs*ldv clgEdlFeger b,pprfsFeger *riEFehowmny,X eigvUPm,doubfotnitn srlworkfoftnipvcfinit); /rxavpvcfinit); /rxeFwd2Feger vergeromdoubleFr /ger *rhs*ldvF y /srn , dbdsdefariEdoubleFeg2, rbariEd dgesc *ada, c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *a,ppsvFeger *riEFehowmny,X eigvUPm,doubitn s2ld clacrmdo cgtpvcfinit); /rxeFwd2Feger verger/rrex * ra,z *0drypomplex *wolamda, *a,ppsvleFegeyb*fableF *lda,iEFehowmny,X eigvUPm,doubfoitn s2ld clacrmdo*epvcfinit); /rxavpvcdoubleFegd/leF,omutdoubleFegomdoubleFr /glftnitn sger ibleF,omutdoubleer *rhs*ldvF y /srn , dbdsde rrkfx,om*n,EldiEF*af*larscgglsreFgc dbariEdoubleFeg2, r vt, @bddabpivrr *ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,pptrferv *p, r , cgt, *lda,sEFmomdoubleFegeupern,EldiEF*foajpvt, doubleFegdsxEFdoubleFegpptrierv *p, r , cgt, *lda,sEFmomdoubleFegeupern,EldiEF*foajpvt, doubleFegdsxEFdoubleFegpptrsFeger *riEFehowmny,X eigvUPm,doubfotnitn srlworkfoftnipvcfinit); /rxeFwd2Feger verger/rrex * ra,z *0drypomplex *wolamda, *a,pstf2Feger *riEFehowmny,X eigomdoubleFegeuE XiUPworkfosrkfon,EldiEF*hs ldcompx *wx *woriEFeger *ldawddtutdoubleFeegegd1rkfomv *doublcrtol2bager *rhs*ldv splF doubpstrferv *p, r , cgt, *lda,sEFmomdoubleFegeuE XiUPworkfosrkfon,EldiEF*hs ldcompx *wx *woriEFeger *ldawddtutdoubleFeegegd1rkfomv *doublcrtol2bager *rhs*ldv splF doubptda,Fet, *lda,sEFmomdoubleFegeegariEdoubleFedob0dg ftnitn srn , aczfotndvmlpdouba,Frrkfx,om*n,EldiEF*aFeger lsfdoublrtol2bager *rhs*ldv splF doubpteqrt, *lda,erifzcgt, *lda,sEFmomdoubleFeger er qrn , dgesqre0dger *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcrtol2bager *rhs*ldv splF doubptrfsFewmny,X eigvUPm,doubitn s2ld clacrmdoer er qrn , dgesqre0dger *rhs*ldvFdtnitnger *rhs*lefvcfinit); /rxeFwd2Feger ce *mbleF,omutdoubleer *rhs*ldvF y /srn , dbdsdefariEdoubleFeg2, rbariEd om*n,EldiEF*aFeger lsfdoublrtol2bager *rhs*ldv splF doubptsrkfes realegcnt *_/rritn s2ld clacrmdoer er qrn , dgesqre0dger *rhs*ldvFeFwd2Feger verger/rrex * ra,z *0drypomplex *wolamda, *a,ptsvleFegeyb*fableFwmny,X eigvUPm,doubfotnitn srlworkfoftnldvF finit); /rx0dger *rhs*ldvFdtnitnger *rhs*lefvcomdoubleFr /glftnitn sger ibleF,omutdoubleer *rhs*ldvF y /srn , dbdsde rrkfx,om*n,EldiEF*af*larscgglsreFgc dbariEdoubleFeg2, r vt, @bddabpivrr *,z *0drypomplex *wolamda, *a,pttrmpclgEdr, r vt, @bddabpivr verger *rhs*ldvsiarigeXiUPworkfo, r vrgp, r , cgt, *lda,rF d1pttrsFewmny,X eigvUPm,doubitn s2ld clacrmdoer er qrn , dgesqre0dger *rhs*ldvFeFwd2Feger verger/rrex * ra,z *0drypomplex *wolamda, *a,ptts2Fewmny,X eigvUPm,doubitn s2ld clacrmdoer er qrn , dgesqre0dger *rhs*ldvFeFwd2Feger verg*0drypomplex *wolamda, *a,r *srwlgEdr, r vt, @bddabpivr skfomv *doubleFegoubleFeger omplex *0drypomplex *wolamda, *a,sbevFeger *rjobzeF *lda,iEFehowmny,X eigvUPm,doubleF tnitn srn , aitn tn srn , unmrz*lworkfoftndger *rhs*ldvF rearhdabt); /itn s,XomdoubleF_Feger lsfdoublrtol2bager *rhs*ldv splF doubsbevdFeger *rjobzeF *lda,iEFehowmny,X eigvUPm,doubleF tnitn srn , aitn tn srn , unmrz*lworkfoftndger *rhs*ldvF rearhdabt); /itn s,XomdoubleF_Feger lsfdoubll d1rkfv *doublcrwer *w ld clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,sbevxFeger *rjobzeF *lda,eddab); nspli p*egariEdoubleFeguevUPm,doubleF tnitn srn , aitn tn srn , unmrz*lworkfoft_(ddabt); /eadab); prmptr qmed*egariEdoubleFoubleFeger lsfdoublbleFeger ls tnitn srn , aisgariEdoubleFeg *larrss r *x *er *rhs*ldvF rearhdabt); /itn s,XomdoubleF_Feger lsfdoublrFeger lsfdoublrt *mgggeXiUPworkfo, r vrgp, r , cgt, *lda,rF d1sbg,Xeal *ce vubleF *lda,iEFehowmny,X eigvUPm,doubl *0dger vergerleFwantorkfo, ftngeubleFeegerdoubleF,omutdoubledbF XiUPworkfo ibbleF,omutdoubleer *rhs*ldvF y /srn , dbdsdeldb);b); spdia *cger *rhs*ldv clgEdlFeger b,sbgvFeger *rjobzeF *lda,iEFehowmny,X eigvUPm,doubl *0dger vergerleFwantorkfo, ftngeubleFeegerdoubleF,omutdoubledbF XiUPworkfo ibbleF,omutdoublex *er *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcrtol2bager *rhs*ldv splF doubsbgvdFeger *rjobzeF *lda,iEFehowmny,X eigvUPm,doubl *0dger vergerleFwantorkfo, ftngeubleFeegerdoubleF,omutdoubledbF XiUPworkfo ibbleF,omutdoublex *er *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcl d1rkfv *doublcrwer *wd clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,sbgvxFeger *rjobzeF *lda,eddab); nspli p*egariEdoubleFeguevUPm,doublkfon,EldiEF*leFwantorkfo, ftngeubleFeegerdoubleF,omutdouble beFwd2Feger vergunmrz*lworkfoft_(ddabt); /dab); prmptr qmed*egariEdoubleFoup*egariEdoubleFdoublbleFeger lsfgEdoua, cggaisgariEdoubleFece *larrss r *x *er *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcrFeger lsfdoublrt *mgg); spdia *cger *rhs*ldv clgEdlFeger b,sbtrbndsxEFdovubleF *lda,iEFehowmny,X eigvUPm,doubleF tnitn srn , aitn tn srn , unmrz*lworkfoftegariEdoubleFedob0dg ftnitn srn , pcurpbm0dmeddab); prmptr qmed d1rkf); spdia *cger *rhs*ldv clgEdlFeger b,sfexeav *p, rlworkfoftnitn p*egae_(doubleFewxEda, qrkfnnitn n,EldiEF*dntm*n,EldiEF*ajre0dger *rhs*ldvF jix lex *zw(cldvcFeegerdoubleF, p*egariEdoubleFeickfo, ftnitn sr iEFeger *rn,sgesrkfes realegcnt *_/rritn s2ld clacrmdoeaearhdabt); /itdvc Feger *rhs ltnitn srn , bF XiUPworkoua, cgglsreFgc d er *rhs*ldvF y /srn , dbdsde d1rkfubleFeg d1rkf); spdia *tdoubomv *doublcrtol2bager *rhs*ldv splF doubspda,Fev *p, r , cgt, *lda,sEFmomdoubleFegeublebddabpivrr *hs ltnitn srn , aczfotndvmlpdouba,Frrkfx,om*n,EldiEF*aFeger lsfdoubFeer d1rkf); spdia *cger *rhs*ldv clgEdlFeger b,spevFeger *rjobzeF *lda,iEFehowmny,X eigcgglsreFgc d Feger omplexeal * *er *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcrtol2bager *rhs*ldv splF doubspevdFeger *rjobzeF *lda,iEFehowmny,X eigcgglsreFgc d Feger omplexeal * *er *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcl d1rkfv *doublcrwer *wd clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,spevxFeger *rjobzeF *lda,eddab); nspli p*egariEdoubleFeguesrlworkfoftnipvcfinit); /rx*egariEdoubleFoubleFeger lsfdoublbleFegeromv lsfgEdoua, cggaisgariEdoubleFeg *larrss r *x *er *rhs*ldvF rearhdabt); /itn s,XomdoubleF_Feger lsfdoublrFeger lsfdoublrt *mgggeXiUPworkfo, r vrgp, r , cgt, *lda,rF d1spg,Xea); spdia *tftnge nspli p*egariEdoubleFeguesrlworkfoftnipvcfinit); /rxbdxrubleFeger fonddtdor vt, @bddabnddtdoublspgvea); spdia *tftnge nsplijobzeF *lda,iEFehowmny,X ntm*n,EldiEF*ajrworkfo, ft *m,beger omplexeal * *er *rhs*ldvF rearhdabt); /itn s,XomdoubleF_Feger lsfdoublrtol2bager *rhs*ldv splF doubspgvdFe); spdia *tftnge nsplijobzeF *lda,iEFehowmny,X ntm*n,EldiEF*ajrworkfo, ft *m,beger omplexeal * *er *rhs*ldvF rearhdabt); /itn s,XomdoubleF_Feger lsfdoubll d1rkfv *doublcrwer *w ld clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,spgvxFe); spdia *tftnge nsplijobzeF *lda,eddab); nspli r , cgt, *lda,sEFmomdoubleFegeublerkfo, ft *m,beger omplexeal *egariEdoubleFoup*egariEdoubleFdoublbleFeger lsfgEdoua, cggaisgariEdoubleFece *larrss r *x *er *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcrFeger lsfdoublrt *mgg); spdia *cger *rhs*ldv clgEdlFeger b,sposvFeger *riEFehowmny,X eigvUPm,doubitn s2n srlworkfoftniix lex *zw(cldvcfinit); /rxeFwd2Feger vergercgglsreFgc d er *rhs*ldvF y /srn , dbdsde d1rkfubleFeg d1rkf); spdia *tdoubomv *doublcrtol2bager *rhs*ldv splF doubsprfsFeger *riEFehowmny,X eigvUPm,doubfotnitn srlworkfoftnipvcfinit); /rxavpvc Feger *rhs ltnitn srn , bF rhdabt); /itbleF,omutdoubleer *rhs*ldvF y /srn , dbdsdefariEdFeegerdoubleF, priEdoubleFeg2, r vt, @bddabpivr verr * XiUPworkajpvt, doubleFegdsxEFdoubleFegspsvFeger *riEFehowmny,X eigvUPm,doubitn s2ld clacrmdo cgtpvc Feger *rhs ltnitn srn , bF XiUPworkoua, XiUPworkajpvt, doubleFegdsxEFdoubleFegspsvleFegeyb*fableF *lda,iEFehowmny,X eigvUPm,doubfoitn s2ld clacrmdo*epvcfinit); /rxavpvc Feger *rhs ltnitn srn , bF rhdabt); /itbleF,omutdoubleer *rhs*ldvF y /srn , dbdsderrkfx,oFeegerdoubleF,fariEdoubleFeg2, rbariEdoubleFeg2, r vt, @bddabpivr verr *omv *doublcrtol2bager *rhs*ldv splF doubsptrbndsxEFdoubleFeger ompleEFmld clacrmdo*epvcn srlworkfoftnldvF finit); /rx0dger *rhs*ldvF *hm *czfotnitrtol2bager *rhs*ldv splF doubsptrferv *p, r , cgt, *lda,sEFmomdoubleFegeupern,EldiEF*foahs ldcompx *worol2bager *rhs*ldv splF doubsptrierv *p, r , cgt, *lda,sEFmomdoubleFegeupern,EldiEF*foahs ltnitn srn , lerr * XiUPworkajpvt, doubleFegdsxEFdoubleFegsptrsFeger *riEFehowmny,X eigvUPm,doubfotnitn srlworkfoftnipvc Feger *rhs ltnitn srn , bF XiUPworkoua, XiUPworkr *,z *0drypomplex *wolamda, *a,steb); /eal eddab); nsplitbadoubleFegdsplitbadoubleFeg_eyp*egariEdoubleFoubleFeger lsfdoublbleFeger lsfdouariEdoubaisgariEn srlworkfoftnldvF finit); /rx0dgdoubleFeg *lleFegdsplin srlwgerarrss r *x *lbleFeger fo, ftnitn *rhsEFn srlwg,XomdoubleF_gd1rkfomv *doublcrFeger lsfdoublr,z *0drypomplex *wolamda, *a,stedct, *lda,erifzcgt, *lda,sEFmomdoubleFeger er qrn , dgesqre0dger *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcl d1rkfv *doublcrwer *wd clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,s sprFeger *rjobzeF *lda,eddab);wmny,X eigcgglsreFgc d ldvF finit); /rx0dger *rhs*ldvF*egariEdoubleFoubleFeger lsfdoubomv *doublcr lsfgEdoua, cggaisgariEdoubleFeg *larrss r *x *rh *crypomplex *woll *czfotnitn sitn *rhsEFnlweFe_/rrex * ra,gFeger b, iErmpca,l d1rkfv *doublcrwer *wd clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,s si,Fet, *lda,sEFmomdoubleFegeegariEdoubleFedob0dg fdoubleFeg *larrss r *x *lbleFeger fo, ftnitn *rhsEFn srlwgrh *crypomplex *woll *czfotnitn soubleFeg2, r vt, @bddabpivr verr *omv *doublcrt *mgg); spdia *cger *rhs*ldv clgEdlFeger b,stemrFeger *rjobzeF *lda,eddab);wmny,X eigcgglsreFgc d ldvF finit); /rx0dger *rhs*ldvF*egariEdoubleFoubleFeger lsfdoubomv *doublcr lsdoubleFeg *larrss r *x *er *rhs*ldvF real *czfotnitn s tnitn sgerozc sitn *rhsEFnlweFe_fotnitnb1tryrace_/rrex * ra,gFeger b, iErmpca,l d1rkfv *doublcrwer *wd clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,s sqrt, *lda,erifzcgt, *lda,sEFmomdoubleFeger er qrn , dgesqre0dger *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcrtol2bager *rhs*ldv splF doubs srmpclgEdr, r vt, @bddabpivr verger *rhs*ldvsiarigeXiUPworkfo, r vrgp, r , cgt, *lda,rF d1s svFeger *rjobzeFt, *lda,sEFmomdoubleFeger er qrn , dgesqre0dger *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcrtol2bager *rhs*ldv splF doubs svdFeger *rjobzeFt, *lda,sEFmomdoubleFeger er qrn , dgesqre0dger *rhs*ldvF real *czfotnitn s,XomdoubleF_gd1rkfomv *doublcl d1rkfv *doublcrwer *wd clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,s svrFeger *rjobzeF *lda,eddab);wmny,X eigcgglsreFgc d ldvF finit); /rx0dger *rhs*ldvF*egariEdoubleFoubleFeger lsfdoubomv *doublcr lsfgEdoua, cggaisgariEdoubleFeg *larrss r *x *rh *crypomplex *woll *czfotnitn sitn *rhsEFnlweFe_/rrex * ra,gFeger b, iErmpca,l d1rkfv *doublcrwer *wd clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,s svxFeger *rjobzeF *lda,eddab);wmny,X eigcgglsreFgc d ldvF finit); /rx0dger *rhs*ldvF*egariEdoubleFoubleFeger lsfdoubomv *doublcr lsfgEdoua, cggaisgariEdoubleFeg *larrss r *x *rh *crypomplex *woll *czfotnitn soubleFeg2, r vt, @bddabpivr verr *omv *doublcrt *mgg); spdia *cger *rhs*ldv clgEdlFeger b,syda,Fev *p, r , cgt, *lda,sEFmomdoubleFegeuE XiUPworkfosrkfo Feger *rhs ltnitn srn , aczfotndvmlpdouba,Frrkfx,om*n,EldiEF*aFeger qmeddab); /s_,om*n,EldiEF*ajpvt, doubleFegdsxEFdoubleFegsyequublv *p, r , cgt, *lda,sEFmomdoubleFegeuE XiUPworkfosrkfofinit); /rxomutdoubleFeger omplex *wlaqtrof,Xdoublem*n,EldiEF*aFeger qmeddab); /jpvt, doubleFegdsxEFdoubleFegsyevFeger *rjobzeF *lda,iEFehowmny,X eigcgglsreFgc da s tnitn sgersrkfofinit); /rxFeger omplexeal ex *wlas2*softl d1rkfomv *doublcrtol2bager *rhs*ldv splF doubsyevdFeger *rjobzeF *lda,iEFehowmny,X eigcgglsreFgc d Fix lex *zw(cldvcfinit); /rxFeger omplexeal ex *wlas2*softl d1rkfomv *doublcrwer *wd clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,sysvrFeger *rjobzeF *lda,eddab); nspli p*egariEdoubleFeguesrlworkfoftniix lex *zw(cldvcfinit); /rx*egariEdoubleFoubleFeger lsfomvoublbleFeger lsfgEdoua, cggaisgariEdoubleFeg *larrss r *x *rh *crypomplex *woll *czfotnitn sitn *rhsEFnlweFe_/rrex * ra,gFeger b, iErmpca,l d1rkfv *doublcrwer *wd clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,syevxFeger *rjobzeF *lda,eddab); nspli p*egariEdoubleFeguesrlworkfoftniix lex *zw(cldvcfinit); /rx*egariEdoubleFoubleFeger lsfomvoublbleFeger lsfgEdoua, cggaisgariEdoubleFeg *larrss r *x *rh *crypomplex *woll *czfotnitn ser omplexeal ex *wlas2*softl d1rkfomv *doublcrwer *wd clacrmdrt *mgg); spdia *cger *rhs*ldv clgEdlFeger b,sygs2Fewmny,X *tftnge nspli p*egariEdoubleFeguesrlworkfoftniix lex *zw(cldvcfinit); /rxeFwd2Feger vergereger lsfomvcger *rhs*ldv clgEdlFeger b,sygsXea); spdia *tftnge nspli p*egariEdoubleFeguesrlworkfoftniix lex *zw(cldvcfinit); /rxeFwd2Feger vergereger lsfomvcger *rhs*ldv clgEdlFeger b,sygvea); spdia *tftnge nsplijobzeF *lda,iEFehowmny,X ntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rxeFwd2Feger vergererarrss r *x *er omplexeal ex *wlas2*softl d1rkf); spdia *cger *rhs*ldv clgEdlFeger b,sygvdFe); spdia *tftnge nsplijobzeF *lda,iEFehowmny,X ntm*n,EldiEF*ajix lex *zw(cldvcfinit); /rxeFwd2Feger vergererarrss r *x *er omplexeal ex *wlas2*softl d1rkf); spdia *wer *w ld clacrmdo*ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,sygvxFe); spdia *tftnge nsplijobzeF *lda,eddab); nspli r , cgt, *lda,sEFmomdoubleFegeuix lex *zw(cldvcfinit); /rxeFwd2Feger ce *mbleF,omutdouble*egariEdoubleFoubleFeger lsfdoublbleFeger ls tnitn srn , aisgariEdoubleFeg *larrss r *x *er *rhs*ldvF rearhdabt); /itn s,XomdoubleF_Feger lsfdoubll d1rkf); spdia *wer *w ld clacrmdrt *mgg); spdia *cger *rhs*ldv clgEdlFeger b,syrfsFeger *riEFehowmny,X eigvUPm,doubfotnitn srlworkfoftniix lex *zw(cldvcfinit); /rxavmlpdoubleForkavmleger lsfomvhs ltnitn srn , bF XiUPworkoua, cgglsreFgc der *rhs*ldvF y /sFeegerdoubleF,fariEdoubleFeg2, rbariEdoubleFeg2, r vt, @bddabpivr verr *omv *doublcrtol2bager *rhs*ldv splF doubsyrfsxFeger *riEFehodoubleFegd/leriEdoubleFeg XiUPworkfoitn s2ld clacrmdo*ele lex *zw(cldvcfinit); /rxavmlpdoubleForkavmlom Feger *rhs ltnitn srn , Feger omplex *wbF XiUPworkoua, cgglsreFgc ce er *rhs*ldvF y /srn , dbdsderrkfx,om*n,EldiEF*abariEdiEdoubleFfoi_*eg_bnds er n , dgesqre0eg_bnds czfogariEdoubleFedob 0eg_bnds erif t *m,doubleFnparamdoubleFsrnoup*egaramdoubleFsrnoup*eFeger qmeddab); /s_,om*n,EldiEF*ajpvt, doubleFegdsxEFdoubleFegsysvFeger *riEFehowmny,X eigvUPm,doubitn s2ld clacrmdo cgtlen,EldiEF*leFwa Feger *rhs ltnitn srn , eFwd2Feger vergererarrss r *xex *wlas2*softl d1rkf); spdia *cger *rhs*ldv clgEdlFeger b,sysvleFegeyb*fableF *lda,iEFehowmny,X eigvUPm,doubfoitn s2ld clacrmdo*ele lex *zw(cldvcfinit); /rxavmlpdoubleForkavmlom Feger *rhs ltnitn srn , eFwd2Feger vergercgglsreFgc der *rhs*ldvFpel /srn , dbdsderrkfx,om*n,EldiEF*afariEdoubleFeg2, rbariEd dgesc *ada, c *czfotnitn cul d1rkfv *doublcrwer *wd clacrmd*cger *rhs*ldv clgEdlFeger b,sysvlleFegeyb*fableF *lda,iEFehowmny,X eigvUPm,doubfoitn s2ld clacrmdo*ele lex *zw(cldvcfinit); /rxavmlpdoubleForkavmlom Feger *rhs ldoubleFegd/leF,omutdoubleFeger omplex *wbF XiUPworkfo ibleF,omutdoubleer *rhs*ldvF y /srn , dbdsderrkfx,om*n,EldiEF*a rpvgrwrscgglsreFgc dbariEdiEdoubleFn_*eg_bnds er n , dgesqre 0eg_bnds czfogariEdoubleFedob0eg_bnds erif t *m,doubleFnparamdou dgesc *ada, garamdoubleFsrnoup*efoch sense*lcrF d1rkfd clacrmd*cger *rhs*ldv clgEdlFeger b,sytd2Feger *riEFehowmny,X eigomdoubleFegeuE XiUPworkfosrkfo @bddabpivr verger *rhs*ldvsiarir *rhs*ldvsi *hm *czfotnitrtol2bager *rhs*ldv splF doubsytf2Feger *riEFehowmny,X eigomdoubleFegeuE XiUPworkfosrkfon,EldiEF*ahs ldcompx *worol2bager *rhs*ldv splF doubsytrbndsxEFdoubleFeger ompleEFmld clacrmdo*eE XiUPworkfosrkfo @bddabpivr verger *rhs*ldvsiarir *rhs*ldvsi *hm bleFsrnoup*eFeger qmeddab); l d1rkf); spdia *cger *rhs*ldv clgEdlFeger b,sytrferv *p, r , cgt, *lda,sEFmomdoubleFegeuE XiUPworkfosrkfon,EldiEF*ahs ltnitn srn , lerr * XiUPworkl d1rkf); spdia *cger *rhs*ldv clgEdlFeger b,sytrierv *p, r , cgt, *lda,sEFmomdoubleFegeuE XiUPworkfosrkfon,EldiEF*ahs ltnitn srn , lerr * XiUPworkajpvt, doubleFegdsxEFdoubleFegsytrsFeger *riEFehowmny,X eigvUPm,doubfotnitn srlworkfoftniix lex *zw(cldvc Feger *rhs ltnitn srn , eFwd2Feger vfo ible XiUPworkajpvt, doubleFegdsxEFdoubleFegtbda,Fev *p, czfotnger *riEFehodoubletddvstriEdoubleFegueriEdoubleleF tnitn srn , aitn tn srn , unmrz*lworkfoftrrkfx,oFeegerdoubleF,foch sense*lcrF d1rkfd clacrmd*cger *rhs*ldv clgEdlFeger b,tbrfsFeger *riEFehoe_(doubleFewxdoubletddvstriEdoubleFegueriEdoubleleF vUPm,doubitn s2ld clacrmdo aitn tn srn , unmrz*lworkfof cglftnitn sger ibleF,omutdoubleer *rhs*ldvF y /srn , dbdsdefariEdFeegerdoubleF, priEdoubleFeg2, r vt, @bddabpivr verr * XiUPworkajpvt, doubleFegdsxEFdoubleFegtbtrsFeger *riEFehoe_(doubleFewxdoubletddvstriEdoubleFegueriEdoubleleF vUPm,doubitn s2ld clacrmdo aitn tn srn , unmrz*lworkfof cglftnitn sger ible XiUPworkajpvt, doubleFegdsxEFdoubleFegtfsmFeger *rrlworkfoftnitnsxEFdre_(douiEFehoe_(doubleFewx xdoubletddvstriEdoublemvUPm,double *m,XomdoubleFrjre0dger *rhs*ldvF jixclfofj *m,Xx *wbftnitn sger ibt, doubleFegdsxEFdoubleFegtftrierv *p, rlworkfoftnitn p*egadoubletddvstriEdoubleFeguemomdoubleFegeuE XiUPworkajpvt, doubleFegdsxEFdoubleFegtfttperv *p, rlworkfoftnitn p*egariEdoubleFegF,omutdoubl cgtrtnitnger *rhs*ladxrubleFeger fonddtdor vt, @bddabnddtdoubltfttrerv *p, rlworkfoftnitn p*egariEdoubleFegF,omutdoubl cgtrtnitnger *rhs*laix lex *zw(cldvc Feger *rfonddtdor vt, @bddabnddtdoubltgevct, *lda,sxEFdre_(douhowmnye_fotnitnb1selubleFueriEdoublevt, @bddabpivr six lex *zw(cldoubleFsrnoup*egix lex *zw(clpvcn srlworkfoftntr qmeddab); ld*egariEdoubleFoubrftnitn sger ibrftnitn sgece mstriEdoublemvUtnitn srn , lerr * XiUPworkajpvt, doubleFegdsxEFdoubleFegtgexFeger iEFegwantqe_fotnitnb1wantzstriEdoubleFeguem*n,EldiEF*ajix lex *zw(cldvcfinit); /rxeFwd2Feger vergerbleFsrnoup*eFepcurpbm0dmeddab); prmptr qmed *woll *czfotnitn sitn *rhsEj friE*n,Elrlfoi friE*n,Elrlangb*ss real lerr * XiUPworkl d1rkf); spdia *cger *rhs*ldv clgEdlFeger b,tgexceger iEFegwantqe_fotnitnb1wantzstriEdoubleFeguem*n,EldiEF*ajix lex *zw(cldvcfinit); /rxeFwd2Feger vergerbleFsrnoup*eFepcurpbm0dmeddab); prmptr qmed *woll *czfotnitn sitn *rhsEifsleFueriEdoubleilslwg,XomdoubleF_gd1rkf XiUPworkl d1rkf); spdia *cger *rhs*ldv clgEdlFeger b,tgsenpclgEdr, r wnvacher iEFegwantqe_fotnitnb1wantzstrwbx_/rrex selubleFt, *lda,sEFmomdoubleFegeuE XiUPworkcldvcfinit); /rxrgeFwd2Feger vergerbleFsrnoup*ejre0drerbleFsrnoup*ejre0divcfinit); /rxrgep*egariEdoubleFeipcurpbm0dmeddab); prmptr qmed *woll *czfotnitn s fdoubleFeg *larrss r *pegariEdoubleFouprerbleFsrnoup*edifvcomdoubleFr /gc *czfotnitn cul d1rkfv *doublcrwer *wd clacrmdl verr *omv *doublcrtol2bager *rhs*ldv splF doubtgsjaFeger *rjobuge nsplijobvge nsplijobqstriEdoublemvUomv *doublcpeFt, *lda,sEFmriEdoublel*wd clacrmdlger *rhs*ldvF jixcl lex *zw(cldvcfinit); /rxeFwd2Feger vergerbleFsrnoup*etoldvcFeegerdoubleF,tolgerbleFsrnoup*ejre0drscgglsreFgc dba*egariEdoubleFeiuixcl lex *zw(clhm bleFsrnoup*evFwd2Feger vervgariEdoubleFeipcurpbm0dmedeadab); prmptr qmedwer *wd clacrmdncyclekf); spdia *cger *rhs*ldv clgEdlFeger b,tgsnaFeger *rjobdre_(douhowmnye_fotnitnb1selubleFueriEdoublevt, @bddabpivr jix lex *zw(cldvcfinit); /rxeFwd2Feger vergererarrss r *tr qmeddab); ld*egariEdoubleFoubrftnitn sger ibrftFeegerdoubleF,omutdoubleFegerdifvcriEdoublemmstriEdoublemvUtnitn srn , Feger qmeddab); l d1rkf); spdia * d1rkf); spdia *cger *rhs*ldv clgEdlFeger b,tgsy2erv *p, rlworkf); spdia *nvachftnlex *wmcurpbm0dmedeavt, @bddabpivr jix lex *zw(cldvcfinit); /rxeFwd2Feger vergererarrss r *dworkfo, friE*dtdoubleFeger ompdworkfo, friE*dtx,oFeegerdoubleF,erkfo, friE*dtarir *rhs*ldvsivmlpdoubleForkfvUtnitn srn , Fedab lldp*r vt, @bdrdseFe,dvmlpdouba,Frdsca ft); spdia * d1rkf); spdiace pqkf); spdia *cger *rhs*ldv clgEdlFeger b,tgsylerv *p, rlworkf); spdia *nvachftnlex *wmcurpbm0dmedeavt, @bddabpivr jix lex *zw(cldvcfinit); /rxeFwd2Feger vergererarrss r *dworkfo, friE*dtdoubleFeger ompdworkfo, friE*dtx,oFeegerdoubleF,erkfo, friE*dtarir *rhs*ldvsivmlpdoubleForkfvUtnitn srn , Fedab lutdoubleFegerdifvcdoubleFr /gc *czfotnitn cul d1rkfv *doublc *ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,tpda,Fev *p, czfotnger *riEFehodoubletddvstriEdoubleFeguetnger *rhs*ladxrrn , dbdsderrkfx,om*n,EldiEF*a vt, @bddabpivr verr *omv *doublcrtol2bager *rhs*ldv splF doubtprfsFeger *riEFehoe_(doubleFewxdoubletddvstriEdoubleFegueriEdoubleitn s2ld clacrmdo*epvcfinit); /rxeFwd2Feger vergeromdoubleFr /ger *rhs*ldvF y /srn , dbdsdefariEdoubleFeg2, rbariEd dgesc *ada, c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *a,tptrierv *p, r , cgdoubletddvstriEdoubleFegtnitn srn , FeadxrubleFeger fonddtdor vt, @bddabnddtdoubltptrsFeger *riEFehoe_(doubleFewxdoubletddvstriEdoubleFegueriEdoubleitn s2ld clacrmdo*epvcfinit); /rxeFwd2Feger vergerv *doublc *fonddtdor vt, @bddabnddtdoubltpttferv *p, rlworkfoftnitn p*egariEdoubleFegF,omutdoubl cgtpvcfinit); /rxarfxrubleFeger fonddtdor vt, @bddabnddtdoubltptvF p*egarvUPm,doubleF /s_,omdoubleFegeubleFeegerdoubleF,aix lex *zw(cldvc Feger *rfonddtdor vt, @bddabnddtdoubltrda,Fev *p, czfotnger *riEFehodoubletddvstriEdoubleFeguetnger *rhs*laix lex *zw(cldvcfinit); /rxrrkfx,om*n,EldiEF*a vt, @omv *doublcrFeger lsfdoublr,z *0drypomplex *wolamda, *a,trevct, *lda,sxEFdre_(douhowmnye_fotnitnb1selubleFueriEdoublevt, @bddabpivr tix lex *zw(cllwg,XomdoubleF_tr qmeddab); eada*egariEdoubleFoubrftnitn sger ibrftnitn sgeemmstriEdoublemvU dgesc *ada, c *czfotnitn cut,z *0drypomplex *wolamda, *a,trexct, *lda,erifq,doubleF /s_,omdoubleFeget qmeddab); eadalwg,XomdoubleF_pcurpbm0dmeddab);itn *rhsEifsleFriEdoubleilslwg dgesc *ada, c *czfotnitn cut,z *0drypomplex *wolamda, *a,trrfsFeger *riEFehoe_(doubleFewxdoubletddvstriEdoubleFegueriEdoubleitn s2ld clacrmdo*eix lex *zw(cldvcfinit); /rxeFwd2Feger vfo ibleF,omutdoubleer *rhs*ldvF y /srn , dbdsdefariEdoubleFeg2, rbariEd dgesc *ada, c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *a,trsenpcger *rjobdre_(douerifq,dbx_/rrex selubleFt, *lda, cgvt, @bddabpivr tix lex *zw(cllwg,XomdoubleF_pcurpbm0dmeddab); dgesc *ada, ciEdoubleFeg2, r istriEdoublemvUtnitn srn , s2ld clacrmdo cgseeger omplexeal *er qmeddab); l d1rkf); spdia * d1rkf); spdia fo tpnt *_/rrex * ra,z *0drypomplex *wolamda, *a,trsnaFeger *rjobdre_(douhowmnye_fotnitnb1selubleFueriEdoublevt, @bddabpivr tix lex *zw(cllwg,XomdoubleF_tr qmeddab); eada*egariEdoubleFoubrftnitn sger ibrftegerdoubleF,omutdoubleFegerseege fdoubleFeg mstriEdoublemvUtnitn srn , lerr * XiUPworkld d1rkfv *doublc *ldb);b); spdia *cger *rhs*ldv clgEdlFeger b,trsylerv *p, rlwoahoe_(doubleFble XiUPworkasgneFt, *lda, cgmvUPm,double *m,XomdoubleFrjix lex *zw(cldvcfinit); /rxeFwd2Feger vfo ibleF,omutdoubledworkfo, friE*dtdoubleFeger ompdab lu); spdia *cger *rhs*ldv clgEdlFeger b,trti2erv *p, r , cgdoubletddvstriEdoubleFegtnitn srn , Feaix lex *zw(cldvc Feger *rfonddtdor vt, @bddabnddtdoubltrtrierv *p, r , cgdoubletddvstriEdoubleFegtnitn srn , Feaix lex *zw(cldvc Feger *rfonddtdor vt, @bddabnddtdoubltrtrsFeger *riEFehoe_(doubleFewxdoubletddvstriEdoubleFegueriEdoubleitn s2ld clacrmdo*eix lex *zw(cldvcfinit); /rxeFwd2Feger vfo ible Feger *rfonddtdor vt, @bddabnddtdoubltrttferv *p, rlworkfoftnitn p*egariEdoubleFegF,omutdoubl cgtix lex *zw(cldvcfinit); /rxarfxrubleFeger fonddtdor vt, @bddabnddtdoubltrttperv *p, r , cgt, *lda,sEFmomdoubleFegeuE XiUPworkfosrkfofinit); /rxadxrubleFeger fonddtdor vt, @bddabnddtdoubltzrqf(ddabt); /eal *suba,Ft); omdoubleFegeuE XiUPworkfosrkfofinit); /rx *hm *czfotnitrtol2bager *rhs*ldv splF doubtzrzf(ddabt); /eal *suba,Ft); omdoubleFegeuE XiUPworkfosrkfofinit); /rx *hm ,XomdoubleF_gd1rkf XiUPworkl d1rkf); spdia *cger *r,XomdoubleFdzseF1pclgEdr, r vt, @bddaeriflexledble); spdia *cx *0dr); spdiaicmax1pclgEdr, r vt,eriflexledble); spdia *cx *0dr); spdiaieeeckpclgEdr, r wspeckfubleFezerokfubleFeone*0dr); spdiailaclc(ddabt); /eal *suba,Ft); eriflexletix lex *zw(cld*0dr); spdiailaclr(ddabt); /eal *suba,Ft); eriflexletix lex *zw(cld*0dr); spdiailatddverv *p, tddv*0dr); spdiailatlc(ddabt); /eal *suba,Ft); ld clacrmdo*eix lex *zw(cld*0dr); spdiailatlr(ddabt); /eal *suba,Ft); ld clacrmdo*eix lex *zw(cld*0dr); spdiailaenvpclgEdr, r wspeckfv *p, camework nsplitptewxEda, qrkfn1egueriEdoublei2wxEda, qrkfn3wxEda, qrkfn4*0dr); spdiailaprect, *lda,prec*0dr); spdiailaslc(ddabt); /eal *suba,Ft); crmdo*eix lex *zw(cld*0dr); spdiailaslr(ddabt); /eal *suba,Ft); crmdo*eix lex *zw(cld*0dr); spdiailarlworerv *p, rlwor*0dr); spdiailar , erv *p, r , 2bager *rhs*ldv splF douilaver(ddabt); /vers_majorworkfo, friE*vers_minorworkueriEdoublevers_patchkfo, f); spdiailazlc(ddabt); /eal *suba,Ft); ld claeriflexletix lex *zw(cld*0dr); spdiailazlr(ddabt); /eal *suba,Ft); ld claeriflexletix lex *zw(cld*0dr); spdiaiparmqpclgEdr, r wspeckfv *p, camework nsplitptewxEda, qrkfneFt, *lda, cgleFeger omplex *wla XiUPworkl d1r*0dr); spdiaizmax1pclgEdr, r vt, @bddaeriflexledble); spdia *cx *0drfotnitnblsame,Fet, *lda,sEFme_(doueahoe_(doucb*0dr); spdiasmaxloc(dcrmdo*eix lex *zw(dimm2bager *rhs*ldv splF dousbdsdct, *lda,iEFehoe_(douerifq,doubleF /s_,er ompdwork ubleF,erkbleFeiuix lex *zw(clurkbleFeivtix lex *zw(clvtixubleF_pcuomv *doublcrqixubleF_c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *asbdsqF p*egarvUPm,doubleF /s_,oubleF /scvt qmeddab); eanru_,oubleF /scc_,er ompdworkubleF,erkbleFeivtix lex *zw(clvtixubleF_ uix lex *zw(clurkbleFeidworkfo, friE*dtdou*ada, c *czfotnitn cut,z *0drld clacrmdoscseF1pclgEdr, r vt,eriflexledble); spdia *cx *0drypomplex *wolamda, *asdisnaFeger *rjobdrdabt); /eal *suba,Ft); crmdo*dwork ubleF,seege/rrex * ra,z *0drypomplex *wolamda, *asgbbrbndsxEFdovubleFdabt); /eal *suba,Ft); oubleF /scc_,tn n,EldiEF*dr qmeddab); kurkbleFeiaitn tn srn , unmer ompdworkubleF, eixubleF_pcu tn srn , qixubleF_ptix lex *zw(clptrkbleFeidworkfo, friEce *mdou*ada, c *czfotnitn cut,z *0drypomplex *wolamda, *asgbda,Fev *p, czfotn *suba,Ft); oubleF /dr qmeddab); kurktn bleFeiaitn tn srn , unmotnitn cuths lbleFeiaczfotn; /rxrrkfx,o ubleF,c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *asgbequerubleFegerotn *suba,Ft); oubleF /dr qmeddab); kurktn bleFeiaitn tn srn , unm; /rxrworkubleF,cworkubleF,rowcfx,oubleF, colcfx,oubleF,double); spdia *cger *rhs*ldv clgEdlFeger bsgbequberubleFegerotn *suba,Ft); oubleF /dr qmeddab); kurkbleFeiaitn tn srn , unmer omprworkubleF,cworkubleF,rowcfx,oubleFce colcfx,oubleF,double); spdia *cger *rhs*ldv clgEdlFeger bsgbrfsFeger *rbleFewxEda, qrkfnnioubleF /dr qmeddab); kurkEda, qrkfntn s2bleFeiaitn tn srn , unmer ompafgeubleFeegerdoufbleommotnitn cuths lbleFeieFwd2Feger vergerdoubleer *rhs*ldvF y /subleF, fariEdeg2, rbariEdubleF,c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *asgbrfsxFeger *rbleFewxdoubleFegd/leriEdoubleFeg XiUPworkfodr qmeddab); kurkEda, qrkfntn s2bleFeiaitn tn srn , unmer ompafgeucl lex *zw(cldfunmotnitn cuths lbleFeirworkubleF,cworkubleF,eFwd2Feger ce *mbledoubleer *rhs*ldvF y /subleF,rrkfx,oeg2, rbariEdmeddab); ean_*eg_bnds er ubleF,eeg_bnds czfogariubleF,eeg_bnds erif t *m,doubleFl nparamdouubleF_paramdouubleF_c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *asgbsrkfes realegcnt *_/rrdr qmeddab); kurkEda, qrkffoitn s2bleFeiaitn tn srn , unmotnitn cuths lbleFeieFwd2Feger vergerom/rrex * ra,z *0drypomplex *wolamda, *asgbsrleFegeyb*fableF *lda,bleFewxEda, qrkfnnioubleF /dr qtn n,EldiEF*durkEda, qrkfntn s2bleFeiaitn tn srn , unmer ompafgeucl lex *zw(cldfunmotnitn cuths ldoubleFegd/lebleFeirworkubleF,cwork ubleF,eFwd2Feger vergerdoubleer *rhs*ldvF y /subleF,rrkfx,oeg2, rf*larsclfeg2, rbariEdubleF,c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *asgbsvlleFegeyb*fableF *lda,bleFewxEda, qrkfnnioubleF /fodr qmeddab); kurkEda, qrkfntn s2bleFeiaitn tn srn , unmer ompafgeucl lex *zw(cldfunmotnitn cuths ldoubleFegd/lebleFeirworkubleF,cwork ubleF,eFwd2Feger vergerdoubleer *rhs*ldvF y /subleF,rrkfx,oeg2, r rpvgrwrseg2, rbariEdmeddab); n_*eg_bnds er ubleF,eeg_bnds czfogari ubleF,eeg_bnds erif t *m,doubleFnparamdouubleF_paramdouubleF_c *czfomv *doublcrFeger lsfdoublr,z *0drypomplex *wolamda, *asgbtf2FeubleFegerotn *suba,Ft); oubleF /dr qmeddab); kurktn bleFeiaitn tn srn , unmotnitn cuths l lsfdoublr,z *0drypomplex *wolamda, *asgbtrf(ddabt); /eal *suba,Ft); oubleF /dr qmeddab); kurktn bleFeiaitn tn srn , unmotnitn cuths l lsfdoublr,z *0drypomplex *wolamda, *asgbtrsFeger *rbleFewxEda, qrkfnnioubleF /dr qmeddab); kurkEda, qrkfntn s2bleFeiaitn tn srn , unmotnitn cuths lbleFeieFwcl lex *zw(clble Feger *rfonddtdor vt, @bddabnddtdoubsgebakFeger *rjobdre_(dousxEFdrEda, qrkfnnioubleF /leFegomv *doublcr*wlaer ompdab lu); spdia otn; /rxvFwd2Feger vervgad2Feger ce rfonddtdor vt, @bddabnddtdoubsgebalFeger *rjobdrdabt); /); crmdo*eix lex *zw(cldeFueriEdoubleilFeger omplex *wlaer ompdab lu); spdia *cger *rhs*ldv clgEdlFeger bsgebd2FeubleFegerotn *suba,Ft); crmdo*eix lex *zw(cldeFueer ompdworkubleF,erkbleFeitauqrkbleFeitaupou*ada, c *czfotnitn cut,z *0drypomplex *wolamda, *asgebrbndubleFegerotn *suba,Ft); crmdo*eix lex *zw(cldeFueer ompdworkubleF,erkbleFeitauqrkbleFeitaupou*ada, c *czfotnitn cu l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgeda,Fev *p, czfotn *suba,Ft); crmdo*eix lex *zw(cldeFueer ompaczfotn; /rxrrkfx,oubleF,c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *asgeequerubleFegerotn *suba,Ft); crmdo*eix lex *zw(cldeFueer omprworkubleF,cworkubleF,rowcfx,oubleF,colcfx,oubleF,double); spdiace rfonddtdor vt, @bddabnddtdoubsgeequberubleFegerotn *suba,Ft); crmdo*eix lex *zw(cldeFueer omprworkubleF,cworkubleF,rowcfx,oubleF,colcfx,oubleF,double); spdiace rfonddtdor vt, @bddabnddtdoubsgeesFeger *rjobvewxdoublesorleFL_fp selubleFt, *lda,sEFmueer ompaix lex *zw(cldeF lex *zw(sdiotn; /rxwiEdubleF,cwlaer ompvsFwcl lex *zw(clvdouubleF_c *czfotnitn cul d1rkffotnitnb1b d1rkfv *doublc *fonddtdor vt, @bddabnddtdoubsgeesxFeger *rjobvewxdoublesorleFL_fp selubleF nspli sensetn *suba,Ft); crmdo*eix lex *zw(cldeF lex *zw(sdiotn; /rxwiEd ubleF,cwlaer ompvsFw lex *zw(clvdouubleF_rrkfxeouubleF_rrkfx lbleFeiFeger qmeddab); l d1rkf); spdia * d1rkf); spdia tpnt *_fotnitnb1b d1rkfommotnitn cutfonddtdor vt, @bddabnddtdoubsgeevFeger *rjob*egager *rjob*rtn *suba,Ft); crmdo*eixcl lex *zw(cldvc; /rxwiEdubleF,cwlaer ompvr qmeddab); ld*egaer ompvrFwcl lex *zw(clviEdubleF,c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgeevxFeger *rbalancgager *rjob*egager *rjob*rtn nspli sensetn *suba,Ft); crmdo*eix lex *zw(cldeF; /rxwiEdubleF,cwlaer omp vr qmeddab); ld*egaer ompvrFw lex *zw(clviEdriEdoubleilFeger omplexcl *wlaer ompdab lubleFeiainfotn; /rxrrkfxeouubleF_rrkfx lbleFei d1rkfommotnitn cul d1rkf); spdia * d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgegsFeger *rjobveegager *rjob*srtn *suba,Ft); crmdo*eixcl lex *zw(cldvc; /rxeFwd2Feger vergerdoublejre0drerdoublejre0dwlaer om cgla*egaer ompvsr qmeddab); ld*segaer ompvsrFw lex *zw(clvsr lbleFeiFeger qmeddab); l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgegvFeger *rjob*egager *rjob*rtn *suba,Ft); crmdo*eixcl lex *zw(cldvc; /rxeFwd2Feger vergerdoublejre0drerdoublejre0dwlaer om cgla*egaer ompvr qmeddab); ld*egaer ompvrFw lex *zw(clviEdubleF_c *czfomv *doublcl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgehd2Fewmny,X eigvUPm,doubilFeger omplex *wlaer ompeixcl lex *zw(cldvc; /rx *hm *ada, c *czfotnitn cut,z *0drypomplex *wolamda, *asgehrbndubleFegereigvUPm,doubilFeger omplex *wlaer ompeixcl lex *zw(cldvc; /rx *hm *ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgejsvFeger *rjobagager *rjobuge nsplijobvge nsplijobrFwcl nsplijobtge nsplijobege/rrex * rotn *suba,Ft); crmdo*eix lex *zw(cldeFueaer ompdvdvc; /rxuix lex *zw(clurkbleFeivFwd2Feger vervgaubleF_c *czfomv *doublcl d1rkf); spdia * d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgelq2FeubleFegerotn *suba,Ft); crmdo*eix lex *zw(cldeFueer omp *hm *ada, c *czfotnitn cut,z *0drypomplex *wolamda, *asgelqf(ddabt); /eal *suba,Ft); crmdo*eix lex *zw(cldeFueer omp *hm *ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgelsFeger *rbleFewxEda, qrkfeal *suba,Ft); oubleF /foitn s2bleFeiaix lex *zw(cldeF; /rxeFwd2Feger vergerdoublec *czfomv *doublcl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgelsbndubleFegerotn *suba,Ft); *suba,Ft)tn s2bleFeiaixcl lex *zw(cldvc; /rxeFwd2Feger vergerdoubledouubleF_rrkfx; oubleF /fox *wor*ada, c *czfotnitn cul d1rkf); spdia * d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgelssndubleFegerotn *suba,Ft); *suba,Ft)tn s2bleFeiaixcl lex *zw(cldvc; /rxeFwd2Feger vergerdoubledouubleF_rrkfx; oubleF /fox *wor*ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgelsxndubleFegerotn *suba,Ft); *suba,Ft)tn s2bleFeiaixcl lex *zw(cldvc; /rxeFwd2Feger vergerd2Feger vjpvtixubleF_rrkfx,o d2Feger vx *wor*ada, c *czfotnitn cu*cger *rhs*ldv clgEdlFeger bsgelsyndubleFegerotn *suba,Ft); *suba,Ft)tn s2bleFeiaixcl lex *zw(cldvc; /rxeFwd2Feger vergerd2Feger vjpvtixubleF_rrkfx,o d2Feger vx *wor*ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgeql2FeubleFegerotn *suba,Ft); crmdo*eix lex *zw(cldeFueer omp *hm *ada, c *czfotnitn cut,z *0drypomplex *wolamda, *asgeqlf(ddabt); /eal *suba,Ft); crmdo*eix lex *zw(cldeFueer omp *hm *ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgeqp3(ddabt); /eal *suba,Ft); crmdo*eix lex *zw(cldeFued2Feger vjpvtixubleF_ *hm *ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgeqpf(ddabt); /eal *suba,Ft); crmdo*eix lex *zw(cldeFued2Feger vjpvtixubleF_ *hm *ada, c *czfotnitn cu*cger *rhs*ldv clgEdlFeger bsgeqr2FeubleFegerotn *suba,Ft); crmdo*eix lex *zw(cldeFueer omp *hm *ada, c *czfotnitn cut,z *0drypomplex *wolamda, *asgeqrf(ddabt); /eal *suba,Ft); crmdo*eix lex *zw(cldeFueer omp *hm *ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgerfsFeger *rbleFewxEda, qrkfnnioubleF /)tn s2bleFeiaixcl lex *zw(cldvc; /rxavmlpdoubleForkavmleger lsfths lbleFeieFwcl lex *zw(clblebleFeier *rhs*ldvF y /subleF,fariEdeg2, rbariEdubleF,Feger qmeddab); /s_,om*n,EldiEF*ajpvt, doubleFegdsxEFdoubleFesgerfsxFeger *rbleFewxdoubleFegd/leriEdoubleFeg XiUPworkfoitn s2bleFeiaix lex *zw(cldeF; /rxavmlpdoubleForkavmleger lsfths lueer omprworkubleF,cworkubleF,eFwd2Feger vergerdoubleer *rhs*ldvF y /sueer omprrkfx,oeg2, rbariEdmeddab); n_*eg_bnds er ubleF,eeg_bnds czfogari ubleF,eeg_bnds erif t *m,doubleFnparamdouubleF_paramdouubleF_c *czfomv *doublcrFeger lsfdoublr,z *0drypomplex *wolamda, *asgerq2FeubleFegerotn *suba,Ft); crmdo*eix lex *zw(cldeFueer omp *hm *ada, c *czfotnitn cut,z *0drypomplex *wolamda, *asgerqf(ddabt); /eal *suba,Ft); crmdo*eix lex *zw(cldeFueer omp *hm *ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgesc2Fewmny,X eigbleFeiaix lex *zw(cldeF; /rxotnitn eger lsfths ld2Feger vjps lbleFeidab r *rhs*ldv clgEdlFeger bsgesddFeger *rjobzeFt, *lda,seal *suba,Ft); crmdo*eixcl lex *zw(cldvc; /rxdouubleF_uix lex *zw(clurkbleFeivtix lex *zw(clvtix ubleF,c *czfotnitn cul d1rkf); spdia * d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgesrkfes realegcnt *_/rritn s2crmdo*eix lex *zw(cldeFued2Feger vths lbleFeieFwd2Feger verger); spdia *cger *rhs*ldv clgEdlFeger bsgesrdFeger *rjobuge nsplijobvleFdabt); /eal *suba,Ft); ueer ompaix lex *zw(cldeF; /rxdouubleF_uix lex *zw(clurkbleFeivtixcl lex *zw(clvtm *ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgesvjFeger *rjobagager *rjobuge nsplijobvgedabt); /ealueriEdoublevt,er ompaix lex *zw(cldeF; /rxdvaix lex *zw(m lbleFeivixcl lex *zw(clvm *ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgesvleFegeyb*fableF *lda,bleFewxEda, qrkfnnioubleF /foitn s2bleFeiaix lex *zw(cldeF; /rxavmlpdoubleForkavmleger lsfths luedoubleFegd/lebleFeirworkubleF,cworkubleF,eFwd2Feger vergerdoubleer cl lex *zw(cl /subleF,rrkfx,oeg2, rf*larseg2, rbariEdubleF,c *czfomv *doublcrFeger lsfdoublr,z *0drypomplex *wolamda, *asgesvlleFegeyb*fableF *lda,bleFewxEda, qrkfnnioubleF /foitn s2bleFeiaix lex *zw(cldeF; /rxavmlpdoubleForkavmleger lsfths luedoubleFegd/lebleFeirworkubleF,cworkubleF,eFwd2Feger vergerdoubleer cl lex *zw(cl /subleF,rrkfx,oeg2, rrpvgrwrseg2, rbariEdmeddab); ean_*eg_bnds er ubleF,eeg_bnds czfogariubleF,eeg_bnds erif t *m,doubleFl nparamdouubleF_paramdouubleF_c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *asgetc2Fewmny,X eigbleFeiaix lex *zw(cldeFeger lsfths lueld2Feger vjps l/rrex * ra,z *0drypomplex *wolamda, *asgetf2FeubleFegerotn *suba,Ft); crmdo*eix lex *zw(cldeFued2Feger vths l/rrex * ra,z *0drypomplex *wolamda, *asgetrf(ddabt); /eal *suba,Ft); crmdo*eix lex *zw(cldeFued2Feger vths l/rrex * ra,z *0drypomplex *wolamda, *asgetriFewmny,X eigbleFeiaix lex *zw(cldeFeger lsfths luel*ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgetrsFeger *rbleFewxEda, qrkfnnioubleF /)tn s2bleFeiaixcl lex *zw(cldvcd2Feger vths lbleFeieFwd2Feger verger); spdia *cger *rhs*ldv clgEdlFeger bsggbakFeger *rjobdre_(dousxEFdrEda, qrkfnnioubleF /leFegomv *doublcr*wlaer ompldab lubleFeirdab lu); spdia otn; /rxvFwcl lex *zw(clvm ); spdia *cger *rhs*ldv clgEdlFeger bsggbalFeger *rjobdrdabt); /); crmdo*eix lex *zw(cldeFuebleFeieFwd2Feger verger); spdia *lFeger omplex *wlaer ompldab lubleFe irdab lu*ada, c *czfotnitn cut,z *0drypomplex *wolamda, *asggesFeger *rjobveegager *rjob*srtndoublesorleFL_fp selctgdrdabt); /); crmdo*eix lex *zw(cldeFbleFeieFwd2Feger vergercl lex *zw(sdiotn; /rxjre0drerdoublejre0dwlaer omgla*egaer ompvsr qcl lex *zw(clvdegaer ompvsrFw lex *zw(clvsr lbleFeic *czfotnitn cul d1rkfuelfotnitnb1b d1rkfv *doublct,z *0drypomplex *wolamda, *asggesxFeger *rjobveegager *rjob*srtndoublesorleFL_fp selctgdrdoublesensetn *suba,Ft); crmdo*eix lex *zw(cldeF; /rxeFwcl lex *zw(clble Feger *sdiotn; /rxjre0drerdoublejre0dwlaer omgla*egauebleFeivsr qmeddab); ld*segaer ompvsrFw lex *zw(clvsr lbleFeirrkfxeouueer omprrkfxvm *ada, c *czfotnitn cul d1rkf); spdia * d1rkf); spdia fo tpnt *_fotnitnb1b d1rkfv *doublct,z *0drypomplex *wolamda, *asggevFeger *rjob*egager *rjob*rtn *suba,Ft); crmdo*eixcl lex *zw(cldvc; /rxeFwd2Feger vergerdoublejre0drerdoublejre0dwlaer om cgla*egaer ompvr qmeddab); ld*egaer ompvrFw lex *zw(clviEdubleF_c *czfomv *doublcl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsggevxFeger *rbalancgager *rjob*egager *rjob*rtn nspli sensetn *suba,Ft); crmdo*eix lex *zw(cldeF; /rxeFwd2Feger vergerdoubl cgtre0drerdoublejre0dwlaer omgla*egaer ompvr qmeddab); ld*egaer ompvrFwcl lex *zw(clviEd); spdia *lFeger omplex *wlaer ompldab lubleFeirdab lutn bleFeiainfotn; /rxbinfotn; /rxrrkfxeouubleF_rrkfx lbleFei d1rkfomotnitn cul d1rkf); spdia * d1rkffotnitnb1b d1rkfv *doublct,z *0drypomplex *wolamda, *asggglmkfes realegcnt *_/rreal *suba,Ftp; crmdo*eixcl lex *zw(cldvc; /rxeFwd2Feger vergerdoubledworkubleF, /subleF,y,o ubleF,c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgghrbndsxEFdoerifq,dsxEFdoerifzstriEdoubleFeg); spdia foilFeger omplex *wlaer ompeix lex *zw(cldeF; /rxeFwd2Feger vergerdoubl cgpcu tn srn , qixubleF_ *woll *czfotnitn sitn *rhsEicger *rhs*ldv clgEdlFeger bsgglsendubleFegerotn *suba,Ft); *suba,Ftp; crmdo*eixcl lex *zw(cldvc; /rxeFwd2Feger vergerdoublecworkubleF,dworkubleF, /s ubleF,c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsggqrmpclgEdr, r vt,cnt *_/rreal *suba,Ftp; crmdo*eixcl lex *zw(cldvc; /rxtaudvc; /rxeFwd2Feger vergerdoubletaugerdoubleFeger qmeddab); l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsggrqf(ddabt); /eal *suba,Ftptn *suba,Ft); crmdo*eixcl lex *zw(cldvc; /rxtaudvc; /rxeFwd2Feger vergerdoubletaugerdoubleFeger qmeddab); l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsggsrdFeger *rjobuge nsplijobvge nsplijobqstriEdoublemvUomv *doublcnal *suba,Ftptn *suba,Ft qmeddab); l; crmdo*eix lex *zw(cldeFuec; /rxeFwd2Feger vergerdoublejre0dlaer omgla*egaer ompurkEda, qrkffoclurkbleFeivFwd2Feger vervgaubleF_pcu tn srn , qixubleF_c *czfomv *doublcrFeger lsfdoublr,z *0drypomplex *wolamda, *asggsrpFeger *rjobuge nsplijobvge nsplijobqstriEdoublemvUomv *doublcptn *suba,Ft); crmdo*eix lex *zw(cldeFbleFeieFwd2Feger vergercldoubletoldvcdoubletolbtn *suba,Ft qmeddab); l; crmdo*uix lex *zw(clurkuec; /rxvFwd2Feger vervgaubleF_pcu tn srn , qixv *doublcrFeger doubleFe *hm *ada, c *czfotnitn cut,z *0drypomplex *wolamda, *asgsvj0Feger *rjob*t,cnt *_/rreal *suba,Ft); crmdo*eixcl lex *zw(cldvc; /rxdworkubleF,dvaix lex *zw(m lbleFeivixEda, qrkffocl lbleFeiep s2bleFeisfminvcdoubletolal *suba,Ft)sweepixubleF_c *czfomv *doublcl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgsvj1Feger *rjob*t,cnt *_/rreal *suba,Ft); *suba,Ft)1; ueer ompaix lex *zw(cldeF; /rxdworkubleF,dvaix lex *zw(m lbleFeivixcl lex *zw(clvm *ada, ep s2bleFeisfminvcdoubletolal *suba,Ft)sweepix ubleF,c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsgtda,Fev *p, czfotn *suba,Ft); crmdo*dleF; /rxdworkueer ompdhm *ada, du2wxEda, qrkfths lbleFeiaczfotn; /rxrrkfx,odoubleFeger qmeddab); rFeger lsfdoublr,z *0drypomplex *wolamda, *asgtrfsFeger *rbleFewxEda, qrkfnnioubleF /)tn s2bleFeidlrkuec; /rxdworkubleF,dhm *ada, dlfm *ada, dfm *ada, dufm *ada, du2wxued2Feger vths lbleFeieFwd2Feger vergerubleF, /sd2Feger ver /subleF, fariEdeg2, rbariEdubleF,c *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *asgtsrkfes realegcnt *_/rritn s2crmdo*dleF; /rxdworkueer ompdhm *ada, eFwd2Feger verger); spdia *cger *rhs*ldv clgEdlFeger bsgtsvleFegeyb*fableF *lda,bleFewxEda, qrkfnnioubleF /foitn s2bleFeidleF; /rxdworkubleF,dhm *ada, dlfm *ada, dfm *ada, dufm ueer ompdh2wxEda, qrkfths lbleFeieFwd2Feger vergerubleF, /sd2Feger vpel /s; /rxrrkfx,odoublefariEdeg2, rbariEdubleF,c *czfotnitn cutpnt *_om/rrex * ra,z *0drypomplex *wolamda, *asgttrmpclgEdr, r vt,bleFeidleF; /rxdworkubleF,dhm *ada, dh2wxEda, qrkfths l/rrex * ra,z *0drypomplex *wolamda, *asgttrsFeger *rbleFewxEda, qrkfnnioubleF /)tn s2bleFeidlrkuec; /rxdworkubleF,dhm *ada, dh2wxEda, qrkfths lbleFeieFwd2Feger vergerommotnitn cutfonddtdor vt, @bddabnddtdoubsgtts2Fewmny,X *tleFewxEda, qrkfnnioubleF /)tn s2bleFe cgdleF; /rxdworkubleF,dhm *ada, dh2wxEda, qrkfths lbleFeieFwd2Feger vfo ibddtdor vt, @bddabnddtdoubshgeqzpcger *rjobdre_(douerifq,dsxEFdoerifzstriEdoubleFegueriEdoubleilFeger omplex *wlaer omph*woll *czfotnithvcdoubletoll *czfotce *mtm *ada, tre0drerdoublejre0dwlaer omgla*egaer omppcurpbm0dmeddab); ubleF_ *woll *czfotnitn subleF,c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bshsei,Fev *p, sxEFdre_(doueigsrcdre_(douinitvkffotnitnb1 selubleFt, *lda,sEFmer omph*woll *czfotnithvcdoublewiEdubleF,cwlaer omce vr qmeddab); ld*egaer ompvrFw lex *zw(clviEdriEdoublemmstriEdoublemvU ubleF,c *czfotnitn cutt *mlzfotnitn cutt *mrkf); spdia *cger *rhs*ldv clgEdlFeger bshseqrpcger *rjobdre_(douerifzstriEdoubleFeg); spdia leFegomger omplex *wlaer omph*woll *czfotnithvcdoublewiEdubleF,cwlaer omp rearhll *czfotnitn subleF,c *czfotnitn cul d1rkf); spdia *cger *rfotnitnbsisnan(dcrmdo*si,F_r *rhs*ldv clgEdlFeger bsla_gbamv_Fewmny,X bleFewxEda, qrkfeal *suba,Ft); ueriEdoubledr qmeddab); kurkbleFeiare0dlaer omgaitn tn srn , unmer omp ble); spdia *cx laer omgla*egaer ompyle); spdia *cxy*0drld clacrmdosla_gbrrkfx_Feger *rbleFewxEda, qrkfnnioubleF /dr qmeddab); kurktner omgaitn tn srn , unmer ompafgeubleFeegerdoufbleEda, qrkfths lueriEdoublecmoxeouubleF_dworkfo, friE**cgeEdubleF,c *czfotnitn cutpnt *_omftnlen rlworelenr *rhs*ldv clgEdlFeger bsla_gbrfsxFextended_Fewmny,X precttftn t *m,doubleFl rlworetftn t *m,doubleFlegcnt *_/rrdr qmeddab); kurkEda, qrkffotnitn er omgaitn tn srn , unmer ompafgeubleFeegerdoufbleEda, qrkfths luefotnitnb1colequrkbleFeidworkbleFeieFwd2Feger vergerubleF,y *m,doubleFl ldyEdeg2, rbari_ cl t *m,doubleFl czfos er ubleF,eegs_nworkubleF, eegs_cworkubleF,re s2bleFeiaygerdoubledyEdeg2, ry_t *mworkubleF,rrkfx,omger omplex thre hvcdoublerthre hvcdoubledz_ubworkfotnitnb1 igczfe_cwiseworkfo, friE**cge*0drld clacrmdosla_gbrpvgrw_kfes realegcnt *_/rrdr qmeddab); kurkEda, qrkffoicol s2bleFeiaitn tn srn , unmer ompafgeubleFeegerdoufbr *rhs*ldv clgEdlFeger bsla_geamv_Fewmny,X bleFewxEda, qrkfeal *suba,Ft); er omce are0dlaer omgaix lex *zw(cldeF; /rxble); spdia *cx laer omgla*egan er omgyle); spdia *cxy*0drld clacrmdosla_gerrkfx_Feger *rbleFewxEda, qrkfnnier omgaix lex *zw(cldeF; /rce avmlpdoubleForkavmleger lsfths lriEdoublecmoxeouubleF_dworkfo, friEce rfonEdubleF,c *czfotnitn cutpnt *_ftnlen rlworelenr *rhs*ldv clgEdlFeger bsla_gerfsxFextended_Fewmny,X precttftn t *m,doubleFl rlworetftn t *m,doubleFlegcnt *_/rritn s2bleFeiaix lex *zw(cldeF; /rx avmlpdoubleForkavmleger lsfths lfotnitnb1colequrkbleFeidworkbleFeieFrhll *czfotnitgerubleF,y *m,doubleFldyEdeg2, rbari_ cl t *m,doubleFean_czfos er ubleF,eegs_nworkubleF,eegs_cworkubleF,re s2bleFeiaygerdoubl cgdyEdeg2, ry_t *mworkubleF,rrkfx,ger omplex thre hvcdoublerthre hvcueer ompdz_ubworkfotnitnb1igczfe_cwiseworkfo, friE**cge*0drhs*ldv clgEdlFeger bsla_li,Fbari_kfes realegcnt *_/rrizegcnt *_/rritn s2ueer ompre s2bleFeiaygerdoublebari*0drld clacrmdosla_porrkfx_Feger *rvUPm,doubleF /s_,bleFeiaix lex *zw(cldeF; /rx avmlpdoubleForkavmleger lsfcmoxeouubleF_dworkfo, friE**cgeEdubleF,Feger qmeddab); rFeger ftnlen r , elenr *rhs*ldv clgEdlFeger bsla_porfsxFextended_Fewmny,X precttftn t *ger *rvUPm,domv *doublcnal *suba,Ftitn s2bleFeiaix lex *zw(cldeF; /rxavmlpdoubleFofosrkf lfotnitnb1colequrkbleFeidworkbleFeieFll *czfotnitgerubleF,y *cl lex *zw(clyEdeg2, rbari_ cl t *m,doubleFl czfos er ubleF,eegs_nwork ubleF,eegs_cworkubleF,re s2bleFeiaygerdoubledyEdeg2, ry_t *mworkubleF, urkfx,ger omplex thre hvcdoublerthre hvcdoubledz_ubworkfotnitnb1 igczfe_cwiseworkfo, friE**cger ftnlen r , elenr *rld clacrmdosla_porpvgrw_kfger *rvUPm,doubleF /scol s2bleFeiaix lex *zw(cldeFn er omgavmlpdoubleForkavmlubleF,c *czfftnlen r , elenr *rld clacrmdosla_rpvgrw_kfes realegcnt *_/rrscol s2bleFeiaix lex *zw(cldeFn er omgavmlpdoubleForkavr *rhs*ldv clgEdlFeger bsla_syamv_Fewmny,X vUPm,doubleF /s_,bleFeiare0dlaer om cgtix lex *zw(cldvc; /rxble); spdia *cx laer omgla*egaubleF,y *cl lex *zw(*cxy*0drld clacrmdosla_syrrkfx_Feger *rvUPm,doubleF /s_,bleFeiaix lex *zw(cldeF; /rx avmlpdoubleForkavmleger lsfths lriEdoublecmoxeouubleF_dworkfo, friEc *fonEdubleF,c *czfotnitn cutpnt *_ftnlen r , elenr *rhs*ldv clgEdlFeger bsla_syrfsxFextended_Fewmny,X precttftn t *ger *rvUPm,domv *doublcnal *suba,Ftitn s2bleFeiaix lex *zw(cldeF; /rxavmlpdoubleFofosrkf leger lsfths lfotnitnb1colequrkbleFeidworkbleFeieFwd2Feger vfo iberubleF,y *m,doubleFldyEdeg2, rbari_ cl t *m,doubleFl czfos er ubleF,eegs_nworkubleF,eegs_cworkubleF,re s2bleFeiaygerdoubledyEdeg2, r y_t *mworkubleF,rrkfx,ger omplex thre hvcdoublerthre hvcdoubledz_ubworuelfotnitnb1igczfe_cwiseworkfo, friE**cger ftnlen r , elenr *rld clacrmdosla_syrpvgrw_kfger *rvUPm,doubleF /srkfo, friE**cgeEdubleF,aixcl lex *zw(cldvc; /rxavmlpdoubleForkavmleger lsfths lbleFeipnt *_omftnlen r , elenr *rhs*ldv clgEdlFeger bsla_wwaddw_kfes realeg; /rxbleubleF,y *bleFeipr *rhs*ldv clgEdlFeger bslabad(dcrmdo*smalegaer omplarg r *rhs*ldv clgEdlFeger bslabrbndubleFegerotn *suba,Ft); *suba,Ft)bEdubleF,aixcl lex *zw(cldvc; /rxdworkubleF,erkbleFeitauqrkbleFeitaupou*ada, er cl lex *zw(cl /subleF,y *m,doubleFldyr *rhs*ldv clgEdlFeger bslacn2Fewmny,X eigbleFeivou*ada, er eger lsftsgneF ubleF,esleFriEdoublekasetn *suba,Ftisav r *rhs*ldv clgEdlFeger bslada,Fewmny,X eigbleFeivou*ada, er eger lsftsgneF ubleF,esleFriEdoublekaser *rhs*ldv clgEdlFeger bsladpykfger *rvUPm,doubleF /eal *suba,Ft); crmdo*eixcl lex *zw(cldvc; /rxeFll *czfotnitgr *rhs*ldv clgEdlFeger bsladiv(dcrmdo*eix; /rxeFlbleFeidworkbleFeidworkubleF,pix ubleF,qr *rhs*ldv clgEdlFeger bslae2(dcrmdo*eix; /rxeFlbleFeidworkbleFeirt1rkbleFeirt2r *rhs*ldv clgEdlFeger bslaebzpclgEdr, r wnvach *suba,Ft)itouble); spdia ); ueriEdoublemouble); spdia minptn *suba,Ft)bminvcdoubleabstolalubleF, ueltolalubleF,hs minvcdoubledworkubleF,erkbleFeie2wxEda, qrkfnvalitn er omgaitnubleF_dworkfo, friEcm clwxEda, qrkfnaitnubleF_c *czfotnitn cce r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bslaed0pclgEdr, r werifq,doubleF /qsizal *suba,Ft); crmdo cgdworkubleF,erkbleFeipcu tn srn , qixubleF_qstorerkfo, friE*dtq s2ueer ompc *czfotnitn cutpnt *_/rrex * ra,z *0drypomplex *wolamda, *aslaed1pclgEdr, r vt,bleFeidworkubleF,pcurpbm0dmeddab); /rrex * ra,dxqixubleF_rhm,doubleF /cutpntm *ada, c *czfotnitn cu *ldb);b); spdia *cger *rhs*ldv clgEdlFeger bslaed2Fewmny,X ktn *suba,Ft); *suba,Ft)1t,bleFeidwork ubleF,qcurpbm0dmeddab);/rrex * ra,dxqixubleF_rhm,dubleF_zworkubleF, dlamldeF; /rxwrkubleF,p2);/rrex * ra,dx);/rrex * ra,dxcrkfo, friEc *fdxptn *suba,Ftcoltft;b); spdia *cger *rhs*ldv clgEdlFeger bslaed3Fewmny,X ktn *suba,Ft); *suba,Ft)1t,bleFeidwork ubleF,qcurpbm0dmeddab);ubleF_rhm,dubleF_dlamldeF; /rxp2);/rrex * r *fdxtn *suba,FtctoteF; /rxwrkubleF,s;b); spdia *cger *rhs*ldv clgEdlFeger bslaed4ndubleFegereigvUPm,doubiworkbleFeidworkubleF,zworkueer ompdelta);ubleF_rhm,dubleF_dlam;b); spdia *cger *rhs*ldv clgEdlFeger bslaed5pclgEdr, r wworkbleFeidworkubleF,zworker ompdelta);ueer omprhm,dubleF_dlamr *rhs*ldv clgEdlFeger bslaed6Fewmny,X k)iter lfotnitnb1orgati);ubleF_rhm,dueer ompdworkubleF,zworker ompfinitrkbleFeitau;b); spdia *cger *rhs*ldv clgEdlFeger bslaed7pclgEdr, r werifq,doubleF /n,doubleF /qsizal /rrex * rtlvls,doubleF /curlvr qmeddab); curpbmt,bleFeidworkubleF,pcucl lex *zw(clb);/rrex * ra,dxqixubleF_rhm,doubleF /cutpntm *ada, qstorerkfo, friE*qptrkf); spdia prmptrkf); spdia pefotn *suba,Ft givptrkf); spdia givcolalubleF,givnumm *ada, c *czfotnitn cutpnt *_om/rrex * ra,z *0drypomplex *wolamda, *aslaed8pclgEdr, r werifq,doubleF /ktn *suba,Ft); *suba,F cgpsizalbleFeidworkubleF,pcurpbm0dmeddab);/rrex * ra,dxqixubleF_rhm,dueriEdoublecutpntm *ada, zworker ompdlamldeF; /rxp2);/rrex * rdab2s2ueer ompckf); spdia pefotn *suba,Ftgivptrkf); spdia givcolalubleF, givnumm /rrex * ra,dxpm /rrex * ra,dx;b); spdia *cger *rhs*ldv clgEdlFeger bslaed9Fewmny,X ktn *suba,Ftkstarttn *suba,Ftkstop,domv *doublcnalbleFeidworkubleF,pcurpbm0dmeddab);ubleF_rhm,dubleF_dlamldeFuel*ada, crkubleF,s;b); spdia lds;b); spdia *cger *rhs*ldv clgEdlFeger bslaedandubleFegereigvUPm,doubtlvls,doubleF /curlvr queriEdoublecurpbmt,); spdia prmptrkf); spdia pefotn *suba,FtgivptrkfueriEdoublegivcolalubleF,givnumm *ada, qrkfo, friE*qptrkfubleF,zworkueer ompztemt;b); spdia *cger *rhs*ldv clgEdlFeger bslaei,Fefotnitnb1rightvkffotnitnb1noinitrk); spdia ); ueer omph*woll *czfotnithvcdoublewiEdubleF,cwlaer ompviEdubleF_vwlaer om cglFll *czfotnitgerubleF,Feger doubleeps3rkubleF,smlnumm *ada, bigcum*_om/rrex * ra,z *0drypomplex *wolamda, *aslaev2(dcrmdo*eix; /rxeFlbleFeidworkbleFeirt1rkbleFeiueet2FlbleFeids1rkbleFeisn1*0drypomplex *wolamda, *aslaexct,fotnitnb1wantq,doubleF /s_,er ompt qmeddab); eadalwgubleF,pcurpbm0dmeddab);/rrex * rj1; *suba,Ft)1t, *suba,Ft)2s2ueer ompc *czfotnitn cut,z *0drypomplex *wolamda, *aslag2(dcrmdo*eix lex *zw(cldeFbleFeieFwd2Feger vergercldoublesafminvcdoubledab 1vcdoubledab 2vcdoublewi1vcdoublewi2rkbleFeiuewi*0drypomplex *wolamda, *aslag2bndubleFegerotn *suba,Ft); crmdo*seix lex *zw(clsdeFueegerdoubleF,aix lex *zw(cldvc Feger *rfonddtdor vt, @bddabnddtdoubslags2Fefotnitnb1uppererdoublej1vcdoublea2rkbleFeia3eFuebleFeie1vcdoubleb2rkbleFeib3FlbleFeidsurkbleFeisnurkbleFeids lbleFeiFesnvrkbleFeidsqrkbleFeisnqr *rhs*ldv clgEdlFeger bslagtmpclgEdr, r vt,bleFeideFbleFeilambdeix; /rxeFlbleFece cworkbleFeitolalubleF,dworkfo, friE**cvc Feger *rfonddtdor vt, @bddabnddtdoubslagtmFeger *rbleFewxEda, qrkfnnioubleF /)tn s2bleFei are0dlaer omgdleF; /rxdworkubleF,dhm *ada, /sd2Feger ver /subleF, la*egaubleF,eFll *czfotnitgr *rhs*ldv clgEdlFeger bslagtsndubleFegerjobdrdabt); /); crmdo*eix; /rxeFlbleFece cworkbleFeidworkfo, friE**cvcbleFeiyrkbleFeitolal Feger *rfonddtdor vt, @bddabnddtdoubslagv2(dcrmdo*eix lex *zw(cldeFbleFeieFwd2Feger vergercldoubletre0drerdoublejre0dwlaer omgla*egaer ompcsegaer ompsnlalubleF, csr lbleFeisnrddtdor vt, @bddabnddtdoubslahqrpcfotnitnb1wanttkffotnitnb1wantzstriEdoubleFegueriEdoubleilFeger omplex *wlaer omph*woll *czfotnithvcdoublewiEdubleF,uewieger omplex lozeger omplex *wzalbleFei *woll *czfotnitn sitn *rhsE *fonddtdor vt, @bddabnddtdoubslahr2Fewmny,X eigvUPm,doubktn *suba,Ft)bEdubleF,aixcl lex *zw(cldvc; /rx *hm *ada, tix lex *zw(cllwgbleFeiyrk lex *zw(clyr *rhs*ldv clgEdlFeger bslahrbndubleFegereigvUPm,doubktn *suba,Ft)bEdubleF,aixcl lex *zw(cldvc; /rx *hm *ada, tix lex *zw(cllwgbleFeiyrk lex *zw(clyr *rhs*ldv clgEdlFeger bslaic1ndubleFegerjobdrdabt); /jm *ada, /sbleFeiseslwg *ada, crkubleF,gamma/sbleFeiseslpr lbleFeisFlbleFeidwor *rfotnitnbslaisnan(dcrmdo*si,1vcdoubledin2r *rhs*ldv clgEdlFeger bslaln2Fefotnitnb1lbleFewxEda, qrkfneix lex *zw(nwEdubleF,uesminvcdoublecdlaer omgaix lex *zw(cldeF; /rxd1t,bleFeid2eFbleFeieFwcl lex *zw(clblebleFeiwiEdubleF,cwlaer omp /sd2Feger ver /subleF,dab lutner omp czfotn *suba,Ft*fonddtdor vt, @bddabnddtdoubslals0pclgEdr, r werifq,doubleF /nlal *suba,Ft)rkfueriEdoublesqrerkfo, friE*)tn s2bleFeilFll *czfotnitgerubleF,ber cl lex *zw(clb /sd2Feger vpefotn *suba,Ftgivptrkf); spdia givcolalcl lex *zw(clgcolalubleF,givnumm lex *zw(clgnumm *ada, pole s2bleFei difleF; /rxdifralbleFei *woll *czfotnkFlbleFeidwo lbleFeisFlbleFeiFeger qmeddab); rfonddtdor vt, @bddabnddtdoubslalsapclgEdr, r werifq,doubleF /smlsizal *suba,Ft); omv *doublcntn s2bleFeilFll *czfotnitgerubleF,ber lex *zw(clb /sbleFeiFeuix lex *zw(clurkbleFeivtix lex *zw(keF; /rxdifleF; /rxdifralbleFei zworker omppole s2 *suba,Ftgivptrkf); spdia givcolal lex *zw(clgcolalomv *doublcpefotn; /rxgivnumm *ada, dwo lbleFeisFlbleFeic *czfotnitn cu *ldb);b); spdia *cger *rhs*ldv clgEdlFeger bslalsbndger *rvUPm,doubleF /smlsizal *suba,Ft); *suba,F cgvtn s2bleFeidworkubleF,erkbleFeilFll *czfotnitgerubleF,rrkfx,o d2Feger vx *wor*ada, c *czfotnitn cu*ldb);b); spdia *cger *rhs*ldv clgEdlFeger bslamrgndubleFegere1t, *suba,Ft)2s2er omgaix lex *zw(uestrd1t, *suba,Ftstrd2);/rrex * ra,de *0dr); spdiaslanegpclgEdr, r vt,bleFeidworkubleF,llx,odoublesigma/sbleFeihs minvc d2Feger vxwor *rld clacrmdoslangbFev *p, czfotn *suba,Ft); oubleF /dr qmeddab); kurker omgagerommotnitn cu unmer ompldb)r *rld clacrmdoslangeFev *p, czfotn *suba,Fteal *suba,Ft); crmdo*eix lex *zw(cldeFueer ompldb)r *rld clacrmdoslangtFev *p, czfotn *suba,Ft); crmdo*dleF; /rxdworkubleF,dhr *rld clacrmdoslanhsFev *p, czfotn *suba,Ft); crmdo*aix lex *zw(cldeF; /rxldb)r *rld clacrmdoslansbFev *p, czfotnger *rvUPm,doubleF /srkfo, friE*krker omgageromotnitn cu unmer ompldb)r *rld clacrmdoslansfFev *p, czfotnger *rrlworkfoftnitn p*egariEdoubleFegubleF,aixcler ompldb)r *rld clacrmdoslanspFev *p, czfotnger *rvUPm,doubleF /srkubleF,apnmer ompldb)r *rld clacrmdoslanstFev *p, czfotn *suba,Ft); crmdo*dworkubleF,er *rld clacrmdoslansyFev *p, czfotnger *rvUPm,doubleF /srkubleF,aix lex *zw(cldeFueer ompldb)r *rld clacrmdoslantbFev *p, czfotnger *rvUPm,dger *rtddvstriEdoubleFegfo, friE*krktn bleFeiaitn tn srn , unm; /rxldb)r *rld clacrmdoslantpFev *p, czfotnger *rvUPm,dger *rtddvstriEdoubleFegubleF,apnmueer ompldb)r *rld clacrmdoslantrFev *p, czfotnger *rvUPm,dger *rtddvstriEdoubleeal *suba,Ft); ue crmdo*aix lex *zw(cldeF; /rxldb)r *rhs*ldv clgEdlFeger bslanv2(dcrmdo*eix; /rxeFlbleFeidworkbleFeidworkubleF, rt1r lbleFeirt1i);ubleF_rt2r lbleFeirt2i);ubleF_c s2bleFeisnr *rhs*ldv clgEdlFeger bslapllkfes realeg; /rxble/rrex * ra,c /subleF,y,o /rrex * ra,cyrkbleFeissminr *rhs*ldv clgEdlFeger bslapmtFefotnitnb1forwrdtn *suba,Fteal *suba,Ft); crmdo*xerommotnitn cu ble/rrex * r)r *rld clacrmdoslapy2(dcrmdo* /subleF,yr *rld clacrmdoslapy3(dcrmdo* /subleF,yalbleFei *wr *rhs*ldv clgEdlFeger bslaqgberubleFegerotn *suba,Ft); oubleF /dr qmeddab); kurktn bleFeiaitn tn srn , unm; /rxrworkubleF,cworkubleF,rowcfx,oubleF, colcfx,oubleF,doubledoubleFegd/r *rhs*ldv clgEdlFeger bslaqgendubleFegerotn *suba,Ft); ubleF,aix lex *zw(cldeFueer omprworkubleF,cworkubleF,rowcfx,oubleF,colcfx,oubleF,double nspli Fegd/r *rhs*ldv clgEdlFeger bslaqp2FeubleFegerotn *suba,Ft); oubleF /offset; ubleF,aixommotnitn cu drdabt); /jpvtixubleF_ *hm *ada, v,1vcdoublevn2rkbleFeiuewdb)r *rhs*ldv clgEdlFeger bslaqpsndubleFegerotn *suba,Ft); *suba,Ftoffset; *suba,F cgvbtn *suba,Ft b; ubleF,aix lex *zw(cldeFdabt); /jpvtixubleF_ *hm uebleFeiv,1vcdoublevn2rkbleFeiauxvrkbleFeivmlpdoubleForkvr *rhs*ldv clgEdlFeger bslaqr0pcfotnitnb1wanttkffotnitnb1wantzstriEdoubleFegueriEdoubleilFeger omplex *wlaer omph*woll *czfotnithvcdoublewiEdubleF,uewieger omplex lozeger omplex *wzalbleFei *woll *czfotnitn s*ada, c *czfommotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bslaqr1pclgEdr, r vt,bleFeih*woll *czfotnithvcdoublesr1; ueer ompsi1vcdoubledi2rkbleFeisi2rkbleFeivr *rhs*ldv clgEdlFeger bslaqr2pcfotnitnb1wanttkffotnitnb1wantzstriEdoubleFegueriEdoublektop,d *suba,Ft botrk); spdia )wt,bleFeih*woll *czfotnithvcueriEdoubleilFzeger omplex *wzalbleFei *woll *czfotnitn sitn *rhsEnnitn eger lsffx,oubleF,sr lbleFeiswlaer ompvoll *czfotnitvoll *czfotnnhvcueer omptix lex *zw(cllwgl *czfotnn lbleFeipvoll *czfotnitw lbleFeiFeger qmeddab); l d1rr *rhs*ldv clgEdlFeger bslaqr3pcfotnitnb1wanttkffotnitnb1wantzstriEdoubleFegueriEdoublektop,d *suba,Ft botrk); spdia )wt,bleFeih*woll *czfotnithvcueriEdoubleilFzeger omplex *wzalbleFei *woll *czfotnitn sitn *rhsEnnitn eger lsffx,oubleF,sr lbleFeiswlaer ompvoll *czfotnitvoll *czfotnnhvcueer omptix lex *zw(cllwgl *czfotnn lbleFeipvoll *czfotnitw lbleFeiFeger qmeddab); l d1rr *rhs*ldv clgEdlFeger bslaqr4pcfotnitnb1wanttkffotnitnb1wantzstriEdoubleFegueriEdoubleilFeger omplex *wlaer omph*woll *czfotnithvcdoublewiEdubleF,uewieger omplex lozeger omplex *wzalbleFei *woll *czfotnitn s*ada, c *czfommotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bslaqr5pcfotnitnb1wanttkffotnitnb1wantzstriEdoublekacc22wxued2Feger v); oubleF /dtop,d *suba,Ft botrk); spdia )shfts,oubleF,sr lueer ompsilaer omph*woll *czfotnithvcer omplex lozeger omplex *wzalbleFe cg *woll *czfotnitn s*ada, vFwd2Feger vervgaubleF_uix lex *zw(clurkuel *czfotnn lbleFeipvoll *czfotnitw ll *czfotnnhvcbleFeiphvcer omplexeadawhr *rhs*ldv clgEdlFeger bslaqsbFev *p, vUPm,doubleF /srkfo, friE*kx,oubleF,dgeromotnitn cu unmer omps,oubleF,srkfx,odoubledoubledoubleFegd/r *rhs*ldv clgEdlFeger bslaqspFev *p, vUPm,doubleF /srkubleF,apnmer ompsFlbleFeiFesrkfx,odoubledoubledoubleFegd/r *rhs*ldv clgEdlFeger bslaqsykfger *rvUPm,doubleF /); ubleF,aix lex *zw(cldeFueer omps,oubleF,srkfx,odoubledoubledoubleFegd/r *rhs*ldv clgEdlFeger bslaqtrFefotnitnb1lbleFkffotnitnb1ldoub,doubleF /); ubleF cgtix lex *zw(cllwgbleFeiunm; /rxl,oubleF,srb lubleFeix s*ada, c *czfom); spdia *cger *rhs*ldv clgEdlFeger bslar1rkfes realegcnt *_/rrb1t, *suba,FtbnFlbleFeiFelambdeix; /rxdworkubleF,lrkubleF,lx,odoublellx,odoublehs minvcdouble gaptolalubleF,zworkfotnitnb1wantncgaes realegcntm *ada, ztzvcdouble mingma/ses rearworkfo, friE**suppzvcdoublenrmin lbleFeiresideFueer omprqcoriEdubleF,c *cr *rhs*ldv clgEdlFeger bslar2vkfes realeg; /rxbleubleF,yalbleFei *w; *suba,F cga,c /subleF,dwo lbleFeisFl/rrex * ra,ccr *rhs*ldv clgEdlFeger bslarfFev *p, sxEFdrubleFegerotn *suba,Ft); ubleF,v,o /rrex * ra,c lbleFei *hm *ada, c*woll *czfotnitcEdubleF,c *cr *rhs*ldv clgEdlFeger bslarfbFev *p, sxEFdre_(doubleFewxdoubledirubleF nspli store*t,cnt *_/rreal *suba,Ft); *suba,Ftk; ubleF,v,od2Feger vervgaueer omptix lex *zw(cllwg*ada, c*woll *czfotnitcEdubleF,c *cvcer omplexeadaw *cr *rhs*ldv clgEdlFeger bslarfgpclgEdr, r vt,bleFeiare0dlaer omgble/rrex * ra,c /sueer omp *hr *rhs*ldv clgEdlFeger bslarfppclgEdr, r vt,bleFeiare0dlaer omgble/rrex * ra,c /sueer omp *hr *rhs*ldv clgEdlFeger bslarftFev *p, dirubleF nsplistore*t,cnt *_/rrnnioubleF /fok; ubleF,v,od2Feger vervgableFei *hm *ada, tix lex *zw(cllr *rhs*ldv clgEdlFeger bslarfxFev *p, sxEFdrubleFegerotn *suba,Ft); ubleF,v,o bleFei *hm *ada, c*woll *czfotnitcEdubleF,c *cr *rhs*ldv clgEdlFeger bslargvkfes realeg; /rxble/rrex * ra,c /subleF,yal /rrex * ra,cyrkbleFeidworkfo, friE**cccr *rhs*ldv clgEdlFeger bslarnvkfes reaidisleFriEdoubleised/leriEdoubleFegubleF cgxr *rhs*ldv clgEdlFeger bslarrapclgEdr, r vt,bleFeidworkubleF,erkbleFeie2wxbleFeiFespltolalubleF,tnfotn *suba,Ft)splileFriEdoubleisplileFriEdoubleicger *rhs*ldv clgEdlFeger bslarrbpclgEdr, r vt,bleFeidworkubleF,llx,ooubleF /foifirsleFriEdoubleilastixubleF_rtol1ixubleF_rtol2);/rrex * roffset; *ada, crkubleF,wgapnmer omplariEdubleF,c *czfotnitn cutpnt *_bleFeiFehs minvcdoublespdiam;b); spdia twisleFriEdoubleicger *rhs*ldv clgEdlFeger bslarrcpcger *rjobleFt, *lda,sEFmer omp*egaer ompvuegubleF cgdworkubleF,erkbleFeihs minvct, *lda,seigcntm l *czfotnicntm l *czfotn urnleFriEdoubleicger *rhs*ldv clgEdlFeger bslarrbndger *rrangeeF nspliordertn *suba,Ft); crmdo*vlitn er omgvu;b); spdia *lal Feger *rhm *ada, gerdouubleF_reltolalubleF, dworkubleF,erkbleFeie2wxbleFeihs minvct, *lda,s)splileFriEdoublefoisplileFriEdoublemm *ada, cnmer omplariEdubleF,clalubleF,wurkEda, qrkffoiblocrkf); spdia *cdexwEdubleF,c *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bslarrendger *rrangeeFt, *lda,sEFmer omp*egaer ompvuegueriEdoubleilal Feger *rhm *ada, dworkubleF,erkbleFeie2wxbleFeirtol1ixueer omprtol2);doublespltolal *suba,Ft)splileFriEdoubleisplileFriEdouble mm *ada, cnmer omplariEdubleF,cgapnmriEdoubleiblocrkf); spdia *cdexwEdueer ompgerdouubleF_hs minvcdoublec *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bslarrmpclgEdr, r vt,bleFeidworkubleF,lrkubleF,lx,oueriEdoubleclstrttn *suba,Ftclefx,oubleF,crkubleF,wgapnmer omplariEdueer ompspdiam;bbleFeidlgapl;bbleFeidlgaprouubleF_hs minvcdoublesigma/sueer ompdpludouubleF_lpludouubleF_pnt *_riEdoubleicger *rhs*ldv clgEdlFeger bslarrjpclgEdr, r vt,bleFeidworkubleF,e2);/rrex * rafirsleFomger omplex lastixubleF_rtol);/rrex * roffset; *ada, cnmer omplariEdueer ompc *czfotnitn cutpnt *_ubleF_hs minvcdoublespdiam;b); spdia icger *rhs*ldv clgEdlFeger bslarrkndubleFegereigvUPm,doubicrkubleF,glalubleF,ghm uebleFeidworkubleF,e2);ubleF_hs minvcdoublereltolalubleF,cnmer omplariEdue); spdia icger *rhs*ldv clgEdlFeger bslarrrpclgEdr, r vt,bleFeidworkubleF,erk); spdia icger *rhs*ldv clgEdlFeger bslarrvkfes realeg; /rx*egaer ompvuegubleFidworkubleF, lalubleF,hs minvcriEdoubleisplileFriEdoublem;b); spdia dol);/rrex * rueegealubleF,minrgpixubleF_rtol1ixubleF_rtol2);*ada, cnmer omplariEdueer ompcgapnmriEdoubleiblocrkf); spdia *cdexwEder ompgerdouubleF_zworkuel *czfotnitzeger omplex suppzvcdouble d1rkf); spdia * d1rkf); spdia foicger *rhs*ldv clgEdlFeger bslarscl2FeubleFegerotn *suba,Ft); crmdo*dworkubleF, /s l *czfotnitxr *rhs*ldv clgEdlFeger bslartg(dcrmdo*vmlubleF,g;bbleFeid s2bleFeisnixubleF_r*wr *rhs*ldv clgEdlFeger bslartvkfes realeg; /rxble/rrex * ra,c /subleF,yal /rrex * ra,cyrkbleFeidworkbleFeisrkfo, friE**cccr *rhs*ldv clgEdlFeger bslaruvkfes reaised/leriEdoubleFegubleFgxr *rhs*ldv clgEdlFeger bslarzFev *p, sxEFdrubleFegerotn *suba,Ft); l *czfotniitn er omgvrkfo, friE**cc lbleFei *hm *ada, c*woll *czfotnitcEdubleF,uewdb)r *rhs*ldv clgEdlFeger bslarzbFev *p, sxEFdre_(doubleFewxdoubledirubleF nspli store*t,cnt *_/rreal *suba,Ft); *suba,Ftk; l *czfotniitubleF,v,o d2Feger vervgableFei ix lex *zw(cllwg*ada, c*woll *czfotnitcEdubleF,Feger qmeddab); law *cr *rhs*ldv clgEdlFeger bslarztFev *p, dirubleF nsplistore*t,cnt *_/rrnnioubleF /fok; ubleF,v,od2Feger vervgableFei *hm *ada, tix lex *zw(cllr *rhs*ldv clgEdlFeger bslas2(dcrmdo*vmlubleF,g;bbleFeihworkbleFeissminvcdouble ssmaxr *rhs*ldv clgEdlFeger bslasclFeger *rbftn t *m,doubleFdr qmeddab); kurker omg cfrom;bbleFeidtm,doubleF /eal *suba,Ft); crmdo*eix lex *zw(claEdue); spdia icger *rhs*ldv clgEdlFeger bslascl2FeubleFegerotn *suba,Ft); crmdo*dworkubleF, /s l *czfotnitxr *rhs*ldv clgEdlFeger bslasd0pclgEdr, r nnioubleF /sqrerkbleFeidworkubleF,erkn er omguix lex *zw(clurkbleFeivtix lex *zw(clvtixoubleF /smlsizalue); spdia ipnt *_ubleF_pnt *_riEdoubleicger *rhs*ldv clgEdlFeger bslasd1pclgEdr, r vlal *suba,Ft)rkfoubleF /sqrerkbleFei dworkubleF,jre0dlaer omgla*egaer ompurkEda, qrkfclurkbleFeivtixcl lex *zw(clvtm riEdoubleidxqix); spdia ipnt *_ubleF_pnt *_riEdoublefoicger *rhs*ldv clgEdlFeger bslasd2Fewmny,X vlal *suba,Ft)rkfoubleF /sqrerkoubleF cgkrkbleFeidworkubleF,zworkubleF,jre0dlaer omgla*egaer ompurkEda, qrkffoclurkbleFeivtix lex *zw(clvtixbleFeidsigma/sbleFeih2wxEda, qrkfldu2wxuebleFeivt2ix lex *zw(clvt2m riEdoubleidxpm riEdoubleidxm riEdoubleidxceFomger omplex dxqix); spdia coltft;b); spdia *cger *rhs*ldv clgEdlFeger bslasd3Fewmny,X vlal *suba,Ft)rkfoubleF /sqrerkoubleF cgkrkbleFeidworkubleF,pcurpbm0dmeddab);ubleF_dsigma/sbleFeihrkEda, qrkffoclurkbleFeih2wxEda, qrkfldu2wxbleFeivtix lex *zw(clvtixbleFeivt2m cl lex *zw(clvt2m riEdoubleidxceF); spdia ctoteF; /rx *woll *czfotnfoicger *rhs*ldv clgEdlFeger bslasd4ndubleFegereigvUPm,doubiworkbleFeidworkubleF,zworkueer ompdelta);ubleF_rhm,dubleF_sigma/sbleFeipnt *_riEdoubleicger *rhs*ldv clgEdlFeger bslasd5pclgEdr, r wworkbleFeidworkubleF,zworker ompdelta);ueer omprhm,dubleF_dsigma/sbleFeipnt r *rhs*ldv clgEdlFeger bslasd6pclgEdr, r werifq,doubleF /nlal *suba,Ft)rkfueriEdoublesqrerkbleFeidworkubleF,vvmlubleF,*egaer ompjre0dlaer omgla*egaomger omplex dxqix); spdia pefotn *suba,Ftgivptrkf); spdia givcolalcl lex *zw(clgcolalubleF,givnumm lex *zw(clgnumm *ada, pole s2bleFei difleF; /rxdifralbleFei *woll *czfotnkFlbleFeidwo lbleFeisFlbleFeiFeger qmeddab); rpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bslasd7pclgEdr, r werifq,doubleF /nlal *suba,Ft)rkfueriEdoublesqrerkfo, friE*krkbleFeidworkubleF,zworkubleF,zwrkubleF,vvmluebleFeivfwmlubleF,*egaer ompvlwgaer ompjre0dlaer omgla*egaubleF_dsigma/somger omplex dxm riEdoubleidxpm riEdoubleidxqix); spdia pefotn *suba,Ft givptrkf); spdia givcolal lex *zw(clgcolalubleF,givnumm lex *zw(foclgnumm *ada, dwo lbleFeisFlriEdoubleicger *rhs*ldv clgEdlFeger bslasd8pclgEdr, r werifq,doubleF /ktnubleFidworkubleF, zworkubleF,vvmlubleF,*egaer ompdifleF; /rxdifral lex *zw(cldifralueer ompdsigma/sbleFeipnt *_riEdoubleicger *rhs*ldv clgEdlFeger bslasdapclgEdr, r werifq,doubleF /smlsizal *suba,Ft); omv *doublcsqrerkbleFeidworkubleF,erker ompurkEda, qrkfclurkbleFeivtixcl lex *zw(keF; /rxdifleF; /rxdifralbleFeizworker omppole s2 *suba,Ft givptrkf); spdia givcolal lex *zw(clgcolal); spdia pefotnubleF,givnumm tn bleFeidwo lbleFeisFlbleFeic *czfotnitn curpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bslasdqndger *rvUPm,doubleF /sqrerkfo, friE*)s2 *suba,Ft cc leFt, *lda,sErurkEda, qrkffccrkbleFeidworkubleF,erker ompvtixcl lex *zw(clvtm *ada, urkEda, qrkfclurkbleFeic*woll *czfotnitcEdubleF,Feger qmeddab); icger *rhs*ldv clgEdlFeger bslasdtndubleFegereigvUPm,doublvr qmeddab); nx,ooubleF /foinoEFdrEda, qrkfndimldrEda, qrkfndimiEdriEdoublemsugr *rhs*ldv clgEdlFeger bslasetkfger *rvUPm,doubleF /eal *suba,Ft); crmdo*ere0dlauebleFeiea*egaubleF_eix lex *zw(clar *rhs*ldv clgEdlFeger bslasq1pclgEdr, r vt,bleFeidworkubleF, lu*ada, c *czfue); spdia icger *rhs*ldv clgEdlFeger bslasq2Fewmny,X eigbleFei *woll *czfotnicger *rhs*ldv clgEdlFeger bslasq3Fewmny,X i0al *suba,Ft)0igbleFei *woll *czfotnppm tn bleFeidminworkubleF,sigma/sbleFeidesigrkubleF,pouble); spdia )t *mzfue); spdia itertn *suba,Ft)ds lfotnitnb1ieeFdrEda, qrkftbftns2bleFei dmi,1vcdoubledmi,2wxbleFeidvt,bleFeid,1vcdoubled,2wxbleFeigs2bleFei *hr *rhs*ldv clgEdlFeger bslasq4Fewmny,X i0al *suba,Ft)0igbleFei *woll *czfotnppm tn *suba,Ft)0invcdoubledminworkubleF,dmi,1vcdoubledmi,2wxbleFeidvt,ueer ompd,1vcdoubled,2wxbleFeitau;b); spdia tbftns2bleFeigr *rhs*ldv clgEdlFeger bslasq5Fewmny,X i0al *suba,Ft)0igbleFei *woll *czfotnppm tn bleFei *hm *ada, dminworkubleF,dmi,1vcdoubledmi,2wxbleFeidvt,bleFei dnm1vcdoubled,m2 lfotnitnb1ieeFr *rhs*ldv clgEdlFeger bslasq6Fewmny,X i0al *suba,Ft)0igbleFei *woll *czfotnppm tn bleFeidminworkubleF,dmi,1vcdoubledmi,2wxbleFeidvt,bleFeid,m1vcdouble dnm2r *rhs*ldv clgEdlFeger bslasrFev *p, sxEFdre_(doupivotwxdoubledirubleFoubleF /ealtn *suba,Ft)FlbleFeidwo lbleFeisFlbleFeieix lex *zw(clar *rhs*ldv clgEdlFeger bslasrtkfger *ri/leriEdoubleFegubleFgdworkfo, friE**cger *rhs*ldv clgEdlFeger bslassqkfes realeg; /rxble/rrex * ra,c /subleF,dab lutner ompsumsqr *rhs*ldv clgEdlFeger bslasv2(dcrmdo*vmlubleF,g;bbleFeihworkbleFeissminvcdouble ssmaxrkbleFeisnralbleFeicsr lbleFeisnl;bbleFeidslr *rhs*ldv clgEdlFeger bslaswppclgEdr, r vt,bleFeiaix lex *zw(claEd lex *zw(k1ixcl lex *zw(k2wxEda, qrkfths l/rrex * ra,cxr *rhs*ldv clgEdlFeger bslasy2Fefotnitnb1lbleFlkffotnitnb1lbleFrkf); spdia *sgneF lgEdr, r v1t, *suba,Ft)2s2er omgtlal lex *zw(cltlalubleF,tr,ooubleF /focltiEdeg2, rbal lex *zw(clb/subleF,dab lu; /rxble/rrex * rer /subleF cgxczfotn *suba,Ft*fonddtdor vt, @bddabnddtdoubslasyfFev *p, vUPm,doubleF /srkfo, friE*vbtn *suba,Ft b; ue crmdo*aix lex *zw(cldeFEda, qrkfths l*ada, cix lex *zw(clcix lex *zwce rfonddtdor vt, @bddabnddtdoubslatbsFev *p, vUPm,de_(doubleFewxdoublediageF nspli czfoinvct, *lda,s)tn *suba,Ft x,oubleF,dger lex *zw(cldgerubleF, /stner ompsab lu; /rxcczfotn *suba,Ft*fonddtdor vt, @bddabnddtdoubslatdmpclgEdr, r wnvach *suba,Ft)eF; /rx *woll *czfotnfoitn s*ada, tn s2bleFeirdsumm *ada, rdscub,doubleF /ths l/rrex * r jhs ddtdor vt, @bddabnddtdoubslatpsFev *p, vUPm,de_(doubleFewxdoublediageF nspli czfoinvct, *lda,s)tnubleF,dpou*ada, er er ompsab lu; /rxcczfotnue); spdia icger *rhs*ldv clgEdlFeger bslatrbndger *rvUPm,doubleF /srkfo, friE*vbtncrmdo*aixcl lex *zw(cldvc; /rxerkbleFeitau l*ada, cix lex *zw(clcr *rhs*ldv clgEdlFeger bslatrsFev *p, vUPm,de_(doubleFewxdoublediageF nspli czfoinvct, *lda,s)tnubleF,dix lex *zw(cldeF*ada, er er ompsab lu; /rce cczfotn *suba,Ft*fonddtdor vt, @bddabnddtdoubslatrzFeubleFegerotn *suba,Ft); lex *zw(ctncrmdo*aixcl lex *zw(cldvc; /rx *hm *ada, c *cddtdor vt, @bddabnddtdoubslatzmFev *p, sxEFdrubleFegerotn *suba,Ft); ubleF,v,o /rrex * ra,c lbleFei *hm *ada, c1vcdoublec2wxEda, qrkfldcEdubleF,Feger ddtdor vt, @bddabnddtdoubslauu2kfger *rvUPm,doubleF /); ubleF,aix lex *zw(cldeFue *suba,Ft*fonddtdor vt, @bddabnddtdoubslauumkfger *rvUPm,doubleF /); ubleF,aix lex *zw(cldeFue *suba,Ft*fonddtdor vt, @bddabnddtdoubsopgtrFev *p, vUPm,doubleF /srkubleF,apnmer omp *hm uebleFeipcu tn srn , qixubleF_c *czf *suba,Ft*fonddtdor vt, @bddabnddtdoubsopmtrFev *p, sxEFdre_(douvUPm,de_(doubleFewxoubleF /ealtnoubleF /srkubleF,apnmer omp *hm bleFeic*woll *czfotnitcEdubleF,c *czfue); spdia icger *rhs*ldv clgEdlFeger bsorg2lFeubleFegerotn *suba,Ft); lex *zw(ktncrmdo*aixcl lex *zw(cldvc; /rx *hm *ada, c *czf *suba,Ft*fonddtdor vt, @bddabnddtdoubsorg2rFeubleFegerotn *suba,Ft); lex *zw(ktncrmdo*aixcl lex *zw(cldvc; /rx *hm *ada, c *czf *suba,Ft*fonddtdor vt, @bddabnddtdoubsorgbrFev *p, vubleFoubleF /eal *suba,Ft); lex *zw(ktnueer ompaix lex *zw(cldeF; /rx *hm *ada, c *czf *suba,Ftl d1rkf); spdiace rfonddtdor vt, @bddabnddtdoubsorghrndubleFegereigvUPm,doubilFeger omplex *wlaer ompeixcl lex *zw(cldvc; /rx *hm *ada, c *czf *suba,Ftl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsorgl2FeubleFegerotn *suba,Ft); lex *zw(ktncrmdo*aixcl lex *zw(cldvc; /rx *hm *ada, c *czf *suba,Ft*fonddtdor vt, @bddabnddtdoubsorglqFeubleFegerotn *suba,Ft); lex *zw(ktncrmdo*aixcl lex *zw(cldvc; /rx *hm *ada, c *czf *suba,Ftl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsorgqlFeubleFegerotn *suba,Ft); lex *zw(ktncrmdo*aixcl lex *zw(cldvc; /rx *hm *ada, c *czf *suba,Ftl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsorgqrFeubleFegerotn *suba,Ft); lex *zw(ktncrmdo*aixcl lex *zw(cldvc; /rx *hm *ada, c *czf *suba,Ftl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsorgr2FeubleFegerotn *suba,Ft); lex *zw(ktncrmdo*aixcl lex *zw(cldvc; /rx *hm *ada, c *czf *suba,Ft*fonddtdor vt, @bddabnddtdoubsorgrqFeubleFegerotn *suba,Ft); lex *zw(ktncrmdo*aixcl lex *zw(cldvc; /rx *hm *ada, c *czf *suba,Ftl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsorgtrFev *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFue; /rx *hm *ada, c *czf *suba,Ftl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsorm2lFev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEduel*ada, cd1rkf); spdia *cger *rhs*ldv clgEdlFeger bsorm2rFev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEduel*ada, cd1rkf); spdia *cger *rhs*ldv clgEdlFeger bsormbrFev *p, vubleFv *p, sxEFdre_(doubleFewxubleFegerotnued2Feger v); oubleF /deF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*wolcl lex *zw(clcm *ada, c *czf *suba,Ftl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsormhrFev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(ilFeger omplex *wlaer ompeix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEdubleF,c *cvcer omplexl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsorml2Fev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEduel*ada, cd1rkf); spdia *cger *rhs*ldv clgEdlFeger bsormlqFev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEduel*ada, cd1rkf); spdia l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsormqlFev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEduel*ada, cd1rkf); spdia l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsormqrFev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEduel*ada, cd1rkf); spdia l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsormr2Fev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEduel*ada, cd1rkf); spdia *cger *rhs*ldv clgEdlFeger bsormr3pcv *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keFl *czfotnieF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*wolcl lex *zw(clcm *ada, c *czf *suba,Ft*cger *rhs*ldv clgEdlFeger bsormrqFev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEduel*ada, cd1rkf); spdia l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsormrzFev *p, sxEFdre_(doubleFewxubleFegerotn *suba,Ft); cl lex *zw(keFl *czfotnieF; /rxaix lex *zw(cldeF; /rx *hm *ada, c*wolcl lex *zw(clcm *ada, c *czf *suba,Ftl d1rkf); spdia *cger *rhs*ldv clgEdlFeger bsormtrFev *p, sxEFdre_(douvUPm,de_(doubleFewxoubleF /ealtnoubleF /srkubleF,aix lex *zw(cldeF; /rx *hm *ada, c*woll *czfotnitcEduel*ada, cd1rkf); spdia l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bspbda,Fev *p, vUPm,doubleF /srkfo, friE*kx,oubleF,dgeromotnitn cu unmer ompaczfotn*ada, rrkfx,odoublec *czfotnitn cutpnt *_om/rrex * ra,z *0drypomplex *wolamda, *aspbequFev *p, vUPm,doubleF /srkfo, friE*kx,oubleF,dgeromotnitn cu unmer omps,oubleF,srkfx,odoubledouble/rrex * ra,z *0drypomplex *wolamda, *aspbrfsFev *p, vUPm,doubleF /srkfo, friE*kx,ofo, friE* itn s2bleFeiaitn tn srn , unmer ompafgeubleFeegerdoufbleer ompeFwcl lex *zw(clblebleFei /sd2Feger ver /subleF,fariEdubleF,bariEdubleF,Feger qmeddab); rpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bspbstfFev *p, vUPm,doubleF /srkfo, friE*kx,oubleF,dgeromotnitn cu unmriEdoubleicger *rhs*ldv clgEdlFeger bspbsvFev *p, vUPm,doubleF /srkfo, friE*kx,ofo, friE* itn s2bleFeiaitn tn srn , unmer ompbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bspbsvxFev *p, fableFv *p, vUPm,doubleF /srkfo, friE*kx,otnoubleF /stn s2bleFeiaitn tn srn , unmer ompafgeubleFeegerdoufble coubleFegd/nmer omps,oubleF,bal lex *zw(clb/subleF, /sd2Feger ver /sueer omprrkfx,odoublefariEdubleF,bariEdubleF,c *czfotnitn cutpnt *_om/rrex * ra,z *0drypomplex *wolamda, *aspbtf2kfger *rvUPm,doubleF /); fo, friE*kx,oubleF,dgeromotnitn cu unmriEdoubleicger *rhs*ldv clgEdlFeger bspbtrfFev *p, vUPm,doubleF /srkfo, friE*kx,oubleF,dgeromotnitn cu unmriEdoubleicger *rhs*ldv clgEdlFeger bspbtrsFev *p, vUPm,doubleF /srkfo, friE*kx,ofo, friE* itn s2bleFeiaitn tn srn , unmer ompbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bspftrfFev *p, rlworkfoftnitn p*egariEdoubleFegubleF,aixclriEdoubleicger *rhs*ldv clgEdlFeger bspftriFev *p, rlworkfoftnitn p*egariEdoubleFegubleF,aixclriEdoubleicger *rhs*ldv clgEdlFeger bspftrsFev *p, rlworkfoftnitn p*egariEdoubleFegfo, friE* itn s2bleFeianmer ompbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bspoda,Fev *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFue; /rxaczfotn*ada, rrkfx,odoublec *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bspoequFeoubleF /srkubleF,aix lex *zw(cldeF; /rx s2bleFe ,srkfx,odoubledouble/rrex * ra,z *0drypomplex *wolamda, *aspoequbpclgEdr, r vt,bleFeiaix lex *zw(cldeF; /rx s2tner ompsakfx,odoubledouble/rrex * ra,z *0drypomplex *wolamda, *asporfsFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeianmcl lex *zw(cldvc; /rxavmlpdoubleForkavmlubleF,bal lex *zw(clb/subleF, /sommotnitn cu bledoublefariEdubleF,bariEdubleF,c *czfotnitn cutpnt *_om/rrex * ra,z *0drypomplex *wolamda, *asporfsxFev *p, vUPm,de_(douFegd/nmriEdoubleFegfo, friE* itn s2bleFeianm lex *zw(cldvc; /rxavmlpdoubleForkavmlubleF,sFlbleFeiFebal lex *zw(clb/subleF, /sd2Feger ver /s*ada, rrkfx,odoublebariEdue); spdia n_ari_bnds er ubleF,eeg_bnds czfo er ubleF,eeg_bnds erif*wolcl lex *zw(nparamdouubleF_haramdouubleF_ d1rkf); spdia * d1rkf); spdia foicger *rhs*ldv clgEdlFeger bsposvFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeianmcl lex *zw(cldvc; /rxbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bsposvxFev *p, fableFv *p, vUPm,doubleF /srkfo, friE* itn s2bleFeianm lex *zw(cldvc; /rxavmlpdoubleForkavmle_(douFegd/nmueer omps,oubleF,bal lex *zw(clb/subleF, /sd2Feger ver /s*ada, rrkfx,oueer ompfariEdubleF,bariEdubleF,c *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsposvxxFev *p, fableFv *p, vUPm,doubleF /srkfo, friE* itn s2bleFeianm lex *zw(cldvc; /rxavmlpdoubleForkavmle_(douFegd/nmueer omps,oubleF,bal lex *zw(clb/subleF, /sd2Feger ver /s*ada, rrkfx,oueer omprpvgrwEdubleF,bariEd); spdia n_ari_bnds er ubleF, eeg_bnds czfo er ubleF,eeg_bnds erif*wol lex *zw(nparamdouubleF_ haramdouubleF_ d1rkf); spdia * d1rkf); spdia icger *rhs*ldv clgEdlFeger bspotf2kfger *rvUPm,doubleF /); ubleF,aix lex *zw(cldeFue); spdia icger *rhs*ldv clgEdlFeger bspotrfFev *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFue); spdia icger *rhs*ldv clgEdlFeger bspotriFev *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFue); spdia icger *rhs*ldv clgEdlFeger bspotrsFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeianmcl lex *zw(cldvc; /rxbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bsppda,Fev *p, vUPm,doubleF /srkubleF,apnmer ompaczfotnue*ada, rrkfx,odoublec *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsppequFev *p, vUPm,doubleF /srkubleF,apnmer ompsFlbleFeiFesrkfx,odoubledoubleriEdoubleicger *rhs*ldv clgEdlFeger bspprfsFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeiapnmueer ompafp,oubleF,bal lex *zw(clb/subleF, /sd2Feger ver /s*ada, fariEdueer ompbariEdubleF,c *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsppsvFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeiapnmueer ompbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bsppsvxFev *p, fableFv *p, vUPm,doubleF /srkfo, friE* itn s2bleFeiapnmer ompafp,ocoubleFegd/nmer omps,oubleF,bal lex *zw(foitb/subleF, /sd2Feger ver /s*ada, rrkfx,odoublefariEdubleF,bariEdubleF ,c *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bspptrfFev *p, vUPm,doubleF /srkubleF,at;b); spdia *cger *rhs*ldv clgEdlFeger bspptriFev *p, vUPm,doubleF /srkubleF,at;b); spdia *cger *rhs*ldv clgEdlFeger bspptrsFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeiapnmueer ompbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bspstf2kfger *rvUPm,doubleF /); ubleF,aix lex *zw(cldeFue); spdia hs l/rrex * rx *wor*ada, tolalubleF,cnt *_riEdoubleicger *rhs*ldv clgEdlFeger bspstrfFev *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFue); spdia hs l/rrex * rx *wor*ada, tolalubleF,cnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsptda,FeoubleF /srkubleF,dworkubleF, lu*ada, aczfotnue*ada, rrkfx,odoublec *czfotnitn cutcger *rhs*ldv clgEdlFeger bspteqrFev *p, erifzal *suba,Ft); crmdoidworkubleF,erkn er omg *woll *czfotnitn s*ada, c *czfotnitn cutcger *rhs*ldv clgEdlFeger bsptrfsFeoubleF /srkfo, friE*itn s2bleFeidworkubleF,erkn er omgdvmlubleF,evmlubleF,bal lex *zw(clb/subleF, /sd2Feger ver /sueer ompfariEdubleF,bariEdubleF,c *czfotnitn cutcger *rhs*ldv clgEdlFeger bsptsrkfes realegcnt *_/rritn s2bleFeidworkubleF,erkn er omgbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bsptsvxFev *p, fableFes realegcnt *_/rritn s2bleFeidworkuel*ada, erkbleFeidvmlubleF,evmlubleF,bal lex *zw(clb/subleF, /sd2Feger ,er /s*ada, rrkfx,odoublefariEdubleF,bariEdubleF,c *czfotnitn cutcger *rhs*ldv clgEdlFeger bspttrmpclgEdr, r vt,bleFeidworkubleF,erk); spdia icger *rhs*ldv clgEdlFeger bspttrsFeoubleF /srkfo, friE*itn s2bleFeidworkubleF,erkn er omgbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bsptts2Fewmny,X eigvUPm,doubitn s2bleFeidworkubleF,erkn er omgbal lex *zw(clbr *rhs*ldv clgEdlFeger bsrsclFelgEdr, r vt,bleFeisdeF; /rx ble/rrex * ra,c r *rhs*ldv clgEdlFeger bssbevFev *p, jobzeFv *p, vUPm,doubleF /srkfo, friE*kx,otn*ada, aitn tn srn , unm; /rxlnm; /rx *woll *czfotnitn s*ada, c *czfommotnitn cuicger *rhs*ldv clgEdlFeger bssbevdFev *p, jobzeFv *p, vUPm,doubleF /srkfo, friE*kx,otn*ada, aitn tn srn , unm; /rxlnm; /rx *woll *czfotnitn s*ada, c *czfommotnitn cul d1rkf); spdia *cd1rkf); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bssbevxFev *p, jobzeFv *p, rangeeF nsplivUPm,doubleF /srkcl lex *zw(kx,oubleF,dger lex *zw(cldgerubleF,pcu tn srn , qixubleF_vlitn xubleF_vu;b); spdia *lal Feger *rhm *ada, abstol);/rrex * rotn*ada, lnm; /rx *woll *czfotnitn s*ada, c *czf); spdia *cd1rkf); spdia cl t *mzfriEdoubleicger *rhs*ldv clgEdlFeger bssbgstFev *p, vubleFv *p, vUPm,doubleF /srkfo, friE*kdeFue); spdia b; ubleF,aitn tn srn , unmer ompbbal lex *zw(clbbtn*ada, /sd2Feger ver /s*ada, pnt *_riEdoubleicger *rhs*ldv clgEdlFeger bssbgvFev *p, jobzeFv *p, vUPm,doubleF /srkfo, friE*kdeFue); spdia b; ubleF,aitn tn srn , unmer ompbbal lex *zw(clbbtn*ada, lnm; /rx *woll *czfotnitn s*ada, c *czf); spdia *cger *rhs*ldv clgEdlFeger bssbgvdFev *p, jobzeFv *p, vUPm,doubleF /srkfo, friE*kdeFue); spdia b; ubleF,aitn tn srn , unmer ompbbal lex *zw(clbbtn*ada, lnm; /rx *woll *czfotnitn s*ada, c *czf); spdia l d1rkf); spdia *ldb);b); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bssbgvxFev *p, jobzeFv *p, rangeeF nsplivUPm,doubleF /srkcl lex *zw(kaEd lex *zw(kb; ubleF,aitn tn srn , unmer ompbbal lex *zw(foitbgerubleF,pcu tn srn , qixubleF_vlitubleF_vu;b); spdia *lal Feger ce rhm *ada, abstol);/rrex * rotn*ada, lnm; /rx *woll *czfotnitn s*ada, ,c *czfotnitn cutpnt *_riEdoubleit *mzfriEdoubleicger *rhs*ldv clgEdlFeger bssbtrbndger *rvubleFv *p, vUPm,doubleF /srkfo, friE*kx,otn*ada, aitn tn srn , unm; /rxdworkubleF, lu*ada, pcu tn srn , qixueer ompc *czfotnitn cut,z *0drypomplex *wolamda, *assfrkndv *p, rlworkfoftnitn p*egae_(doubleFewxoubleF /nzfommotnitn cukeF; /rxare0dlaer omganm lex *zw(cldvc; /rxea*egaubleF_ c*w*0drypomplex *wolamda, *asspda,Fev *p, vUPm,doubleF /srkubleF,apnmotnitn cuths lue; /rxaczfotn*ada, rrkfx,odoublec *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsspevFev *p, jobzeFv *p, vUPm,doubleF /srkbleFeiapnmueer omplnm; /rx *woll *czfotnitn s*ada, c *czf); spdia *cger *rhs*ldv clgEdlFeger bsspevdFev *p, jobzeFv *p, vUPm,doubleF /srkbleFeiapnmueer omplnm; /rx *woll *czfotnitn s*ada, c *czf); spdia l d1rkf); spdiace rldb);b); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsspevxFev *p, jobzeFv *p, rangeeF nsplivUPm,doubleF /srkclbleFeiapnmer ompvlitubleF_vu;b); spdia *lal Feger rhm *ada, abstol);cl lex *zw(otn*ada, lnm; /rx *woll *czfotnitn s*ada,ic *czfotnitn cu *ldb);b); spdia *t *mzfriEdoubleicger *rhs*ldv clgEdlFeger bsspgstFeriEdoubleibftns2v *p, vUPm,doubleF /srkbleFeiapnmuec; /rxet;b); spdia *cger *rhs*ldv clgEdlFeger bsspgvFeriEdoubleibftns2v *p, jobzeFv *p, vUPm,doubleF / srkubleF,apnmer ompbptn*ada, lnm; /rx *woll *czfotnitn s*ada,ic *czfue); spdia icger *rhs*ldv clgEdlFeger bsspgvdFeriEdoubleibftns2v *p, jobzeFv *p, vUPm,doubleF / srkubleF,apnmer ompbptn*ada, lnm; /rx *woll *czfotnitn s*ada,ic *czfue); spdia l d1rkf); spdia *cd1rkf); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsspgvxFeriEdoubleibftns2v *p, jobzeFv *p, rangeeF nspli vUPm,doubleF /srkubleF,apnmer ompbpnmer ompvlitubleF_vu;b); spdia *lalommotnitn cuihm *ada, abstol);/rrex * rotn*ada, lnm; /rx *woll *czfotnfoitn s*ada, c *czfotnitn cutpnt *_riEdoubleit *mzfriEdoubleicger *rhs*ldv clgEdlFeger bssprfsFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeiapnmueer ompafp,ootnitn cuths lubleF,bal lex *zw(clb/subleF, /sd2Feger vfoitbledoublefariEdubleF,bariEdubleF,c *czfotnitn cutpnt *_otnitn cu *cger *rhs*ldv clgEdlFeger bsspsvFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeiapnmueotnitn cuths lubleF,bal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bsspsvxFev *p, fableFv *p, vUPm,doubleF /srkfo, friE* itn s2bleFeiapnmer ompafp,ootnitn cuths lubleF,bal lex *zw(clb/subleF cgx/sd2Feger ver /s*ada, rrkfx,odoublefariEdubleF,bariEdubleF,c *czfueotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bssptrbndger *rvUPm,doubleF /srkbleFeiapnmer ompdworkueer omperkbleFeitau lriEdoubleicger *rhs*ldv clgEdlFeger bssptrfFev *p, vUPm,doubleF /srkubleF,at;b); spdia *hs lueriEdoubleicger *rhs*ldv clgEdlFeger bssptriFev *p, vUPm,doubleF /srkubleF,at;b); spdia *hs lue; /rxpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bssptrsFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeiapnmueotnitn cuths lubleF,bal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bsstebzFev *p, rangeeF nspliordertn *suba,Ft); crmdo*vlitn er omgvu;b); spdia *lal Feger *rhm *ada, abstol);bleFeidworkubleF,erkn /rrex * rotn *suba,Ft)splileF*ada, lnm Feger *rblocrkf); spdia oisplileFdoublec *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsstedcFev *p, erifzal *suba,Ft); crmdoidworkubleF,erkn er omg *woll *czfotnitn s*ada, c *czfotnitn cul d1rkf); spdia *cd1rkfue); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsstegrFev *p, jobzeFv *p, rangeeF *suba,Ft); crmdoidworkueer omperkbleFeivlitubleF_vu;b); spdia *lal Feger rhm *ada, abstol);cl lex *zw(otn*ada, lnm; /rx *woll *czfotnitn s Feger rsuppzvcdoubleFeger qmeddab); l d1rkf); spdia *cd1rkf); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsstei,FeoubleF /srkubleF,dworkubleF, lu lex *zw(otn*ada, ,cnm Feger *rblocrkf); spdia isplileFdouble *woll *czfotnitn s*ada, Feger qmeddab); rpnt *_riEdoubleit *mzfriEdoubleicger *rhs*ldv clgEdlFeger bsstemrFev *p, jobzeFv *p, rangeeF *suba,Ft); crmdoidworkueer omperkbleFeivlitubleF_vu;b); spdia *lal Feger rhm lex *zw(otnueer omplnm; /rx *woll *czfotnitn s *suba,Ft)zc s Feger rsuppzvcfoiotnitnb1tryrac s*ada, c *czfotnitn cul d1rkf); spdia *cd1rkfd2Feger vfoitpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bssteqrFev *p, erifzal *suba,Ft); crmdoidworkubleF,erkn er omg *woll *czfotnitn s*ada, c *czfotnitn cutcger *rhs*ldv clgEdlFeger bsstermpclgEdr, r vt,bleFeidworkubleF,erk); spdia icger *rhs*ldv clgEdlFeger bsstevFev *p, jobzeFlgEdr, r vt,bleFeidworkubleF,erk*ada, Fe *woll *czfotnitn s*ada, c *czfotnitn cutcger *rhs*ldv clgEdlFeger bsstevdFev *p, jobzeFlgEdr, r vt,bleFeidworkubleF,erk*ada, cg *woll *czfotnitn s*ada, c *czfotnitn cul d1rkf); spdia *cd1rkfue); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsstevrFev *p, jobzeFv *p, rangeeF *suba,Ft); crmdoidworkueer omperkbleFeivlitubleF_vu;b); spdia *lal Feger rhm *ada, abstol);cl lex *zw(otn*ada, lnm; /rx *woll *czfotnitn s Feger rsuppzvcdoubleFeger qmeddab); l d1rkf); spdia *cd1rkf); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bsstevxFev *p, jobzeFv *p, rangeeF *suba,Ft); crmdoidworkueer omperkbleFeivlitubleF_vu;b); spdia *lal Feger rhm *ada, abstol);cl lex *zw(otn*ada, lnm; /rx *woll *czfotnitn s*ada,ic *czfotnitn cu *ldb);b); spdia *t *mzfriEdoubleicger *rhs*ldv clgEdlFeger bssyda,Fev *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFueotnitn cuths lubleF,aczfotn*ada, rrkfx,odoublec *czfotnitn cutpnt *_om/rrex * ra,z *0drypomplex *wolamda, *assyequbpcv *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFue; /rxs,oubleF,srkfx,odoubledouble*ada, c *czfotnitn cutcger *rhs*ldv clgEdlFeger bssyevFev *p, jobzeFv *p, vUPm,doubleF /srkbleFeianmcl lex *zw(cldvc; /rxwEdubleF,c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bssyevdFev *p, jobzeFv *p, vUPm,doubleF /srkbleFeianmcl lex *zw(cldvc; /rxwEdubleF,c *czfotnitn cul d1rkf); spdia *cd1rkfue); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bssyevrFev *p, jobzeFv *p, rangeeF nsplivUPm,doubleF /srkclbleFeiaix lex *zw(cldeFbleFeivlitubleF_vu;b); spdia *lal Feger rhm tn*ada, aistol);/rrex * rotn*ada, lnm; /rx *woll *czfotnitn s); spdia oisuppzvcdouble d1rkf); spdia l d1rkf); spdia *cd1rkf); spdia ltpnt *_om/rrex * ra,z *0drypomplex *wolamda, *assyevxFev *p, jobzeFv *p, rangeeF nsplivUPm,doubleF /srkclbleFeiaix lex *zw(cldeFbleFeivlitubleF_vu;b); spdia *lal Feger rhm tn*ada, aistol);/rrex * rotn*ada, lnm; /rx *woll *czfotnitn sdoubleFeger qmeddab); l d1rkf); spdia *cd1rkf); spdia *t *mzfriEdoubleicger *rhs*ldv clgEdlFeger bssygs2Fewmny,X ibftns2v *p, vUPm,doubleF /srkbleFeianmcl lex *zw(cldvc; /rxbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bssygstFeriEdoubleibftns2v *p, vUPm,doubleF /srkbleFeianmcl lex *zw(cldvc; /rxbal lex *zw(clb/sriEdoubleicger *rhs*ldv clgEdlFeger bssygvFeriEdoubleibftns2v *p, jobzeFv *p, vUPm,doubleF / srkubleF,aix lex *zw(cldeFbleFeibal lex *zw(clb/subleF,wEdubleF,c *czfue); spdia l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bssygvdFeriEdoubleibftns2v *p, jobzeFv *p, vUPm,doubleF / srkubleF,aix lex *zw(cldeFbleFeibal lex *zw(clb/subleF,wEdubleF,c *czfue); spdia l d1rkf); spdia *cd1rkf); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bssygvxFeriEdoubleibftns2v *p, jobzeFv *p, rangeeF nspli vUPm,doubleF /srkubleF,aix lex *zw(cldeFbleFeibal lex *zw(clb/subleF, vlitubleF_vu;b); spdia *lal Feger rhm *ada, abstol); lex *zw(otnueer omplnm; /rx *woll *czfotnitn sdouble d1rkf); spdia l d1rkf); spdiace rldb);b); spdia *t *mzfriEdoubleicger *rhs*ldv clgEdlFeger bssyrfsFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeianmcl lex *zw(cldvc; /rxavmlpdoubleForkavmlotnitn cuths lubleF,eFwcl lex *zw(clblebleFei /sd2Feger ver /subleF,fariEdubleF,bariEdubleF,Feger qmeddab); rpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bssyrfsxFev *p, vUPm,de_(douFegd/nmriEdoubleFegfo, friE* itn s2bleFeianm lex *zw(cldvc; /rxavmlpdoubleForkavmlotnitn cuths lueer omps,oubleF,bal lex *zw(clb/subleF, /sd2Feger ver /s*ada, rrkfx,oueer ompbariEd); spdia n_ari_bnds er ubleF,eeg_bnds czfo er ubleF, eeg_bnds erif*wol lex *zw(nparamdouubleF_haramdouubleF_ d1rkf); spdia *ldb);b); spdia *cger *rhs*ldv clgEdlFeger bssysvFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeianmcl lex *zw(cldvcotnitn cuths lubleF,eFw lex *zw(clb/subleF,w *czfue); spdia l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bssysvxFev *p, fableFv *p, vUPm,doubleF /srkfo, friE* itn s2bleFeianm lex *zw(cldvc; /rxavmlpdoubleForkavmlotnitn cuths lueer ompbal lex *zw(clb/subleF, /sd2Feger ver /s*ada, rrkfx,odoublefariEduedubleF,bariEdubleF,c *czfotnitn cul d1rkf); spdia *cd1rkfd2Feger vfo*cger *rhs*ldv clgEdlFeger bssysvxxFev *p, fableFv *p, vUPm,doubleF /srkfo, friE* itn s2bleFeianm lex *zw(cldvc; /rxavmlpdoubleForkavmlotnitn cuths luecoubleFegd/nmer omps,oubleF,bal lex *zw(clb/subleF, /sd2Feger ver /sueer omprrkfx,odoublerpvgrwEdubleF,bariEd); spdia n_ari_bnds er ubleF, eeg_bnds czfo er ubleF,eeg_bnds erif*wol lex *zw(nparamdouubleF_ haramdouubleF_ d1rkf); spdia * d1rkf); spdia icger *rhs*ldv clgEdlFeger bssytd2kfger *rvUPm,doubleF /); ubleF,aix lex *zw(cldeFuebleFeidworkubleF,erk*ada, tau lriEdoubleicger *rhs*ldv clgEdlFeger bssytf2kfger *rvUPm,doubleF /); ubleF,aix lex *zw(cldeFue); spdia ihs l/rrex * ra,ger *rhs*ldv clgEdlFeger bssytrbndger *rvUPm,doubleF /srkbleFeiaix lex *zw(cldeFuebleFeidworkubleF,erk*ada, tau lubleF,c *czfotnitn cul d1rkf); spdia fo*cger *rhs*ldv clgEdlFeger bssytrfFev *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFue); spdia ihs l*ada, c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bssytriFev *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFue); spdia ihs l*ada, c *czfotnitn cu*cger *rhs*ldv clgEdlFeger bssytrsFev *p, vUPm,doubleF /srkfo, friE*itn s2bleFeianmcl lex *zw(cldvcotnitn cuths lubleF,eFw lex *zw(clb/sotnitn cu*cger *rhs*ldv clgEdlFeger bstbda,Fev *p, czfotnv *p, vUPm,de_(doudiageFoubleF /srkcl lex *zw(kx,oubleF,dger lex *zw(cldgerubleF,rrkfx,odoublec *czfueotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bstbrfsFev *p, vUPm,de_(doubleFewxe_(doudiageFoubleF /srkcl lex *zw(kx,ofo, friE*itn s2bleFeiaitn tn srn , unmer ompbal lex *zw ,erblebleFei /sd2Feger ver /subleF,fariEdubleF,bariEdubleF,c *czfueotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bstbtrsFev *p, vUPm,de_(doubleFewxdoublediageFoubleF /srkcl lex *zw(kx,ofo, friE*itn s2bleFeiaitn tn srn , unmer ompbal lex *zw ,erbleriEdoubleicger *rhs*ldv clgEdlFeger bstfsmkfger *rrlworkfoftnitnsxEFdre_(douvUPm,de_(doubleFewxueddoublediageFoubleF /eal *suba,Ft); crmdo*ere0dlableFeianmubleF,eFwcl lex *zw(clbr *rhs*ldv clgEdlFeger bstftriFev *p, rlworkfoftnitn p*egadoublediageFoubleF /srkclkubleF,aix lex *zw(icger *rhs*ldv clgEdlFeger bstfttpFev *p, rlworkfoftnitn p*egariEdoubleFegubleF,arvmluebleFeiat;b); spdia *cger *rhs*ldv clgEdlFeger bstfttrFev *p, rlworkfoftnitn p*egariEdoubleFegubleF,arvmluebleFeiaix lex *zw(cldeF); spdia *cger *rhs*ldv clgEdlFeger bstgevcFev *p, sxEFdre_(douhowmnykffotnitnb1selubleFcl lex *zw(nnmer omps,o lex *zw(cldouubleF_h,o lex *zw(clpnmer ompvlitcl lex *zw(clvlitubleF_vral lex *zw(clvral lex *zw(mmeFoubleF /ealubleF ,c *czfotnitn cutcger *rhs*ldv clgEdlFeger bstgex2Fefotnitnb1wantqkffotnitnb1wantzeFlgEdr, r vt,bleFe ,aix lex *zw(cldeFbleFeibal lex *zw(clb/subleF,pcu tn srn , qixubleF_Fe *woll *czfotnitn sl *czfotnj1t, *suba,Ft)1t, *suba,Ft)2s2er omgw *czfue); spdia l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bstgexcFefotnitnb1wantqkffotnitnb1wantzeFlgEdr, r vt,bleFe ,aix lex *zw(cldeFbleFeibal lex *zw(clb/subleF,pcu tn srn , qixubleF_Fe *woll *czfotnitn sl *czfotnifstm riEdoubleilsleFdoublec *czfotnitn cu l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bstgsenpclgEdr, r wnvachfotnitnb1wantqkffotnitnb1wantzeFfoiotnitnb1selubleFoubleF /srkubleF,aix lex *zw(cldeFbleFeibal lex *zw(foitb/subleF,ere0dr/subleF,ere0diEdubleF,ba*egaubleF_pcu tn srn , qixueer omp *woll *czfotnitn sl *czfotnmm *ada, plitubleF_pr/subleF,divmluebleFeiger qmeddab); l d1rkf); spdia *cd1rkf); spdia ltpnt *_riEdoublefo*cger *rhs*ldv clgEdlFeger bstgsjaFev *p, jobus2v *p, jobvs2v *p, jobq sl *czfotnmm ue); spdia h,doubleF /srkfo, friE*rkf); spdia lrkubleF,aix lex *zw(cldeFueFbleFeibal lex *zw(clb/subleF,tola/subleF,tolb; crmdo*ere0dlableFei la*egaer ompurkEda, qrkfclurkbleFeival lex *zw(clvgaubleF_pcu tn srn ,foitqixubleF_c *czf *suba,Ftncyclerk); spdia icger *rhs*ldv clgEdlFeger bstgsnaFev *p, jobdre_(douhowmnykffotnitnb1selubleFcl lex *zw(nnmer ompaix lex *zw(cldeFbleFeibal lex *zw(clb/subleF,vlitcl lex *zw(clvlitubleF_vral lex *zw(clvraler omps,oubleF,divml tn srn ,fommeFoubleF /ealubleF,c *czfotnitn cul d1rkf); spdia *cd1rkfd2Feger vfo*cger *rhs*ldv clgEdlFeger bstgsy2Fev *p, rlworkf); spdia *nvach *suba,Ftmm lex *zw(fonnmer ompaix lex *zw(cldeFbleFeibal lex *zw(clb/subleF,c*woll *czfotnfoitc,oubleF,d*woll *czfotnitx,odoubleeoll *czfotniterk*ada, vml tn srn ,ervmlubleF,sab lu; /rxrdsumm *ada, rdscub,doubleF /t d1rkf); spdiace fq,doubleF /*cger *rhs*ldv clgEdlFeger bstgsylFev *p, rlworkf); spdia *nvach *suba,Ftmm lex *zw(fonnmer ompaix lex *zw(cldeFbleFeibal lex *zw(clb/subleF,c*woll *czfotnfoitc,oubleF,d*woll *czfotnitx,odoubleeoll *czfotniterk*ada, vml tn srn ,ervmlubleF,sab lu; /rxdivmlubleF,c *czfotnitn cul d1rkf); spdia fo* d1rkf); spdia *cger *rhs*ldv clgEdlFeger bstpda,Fev *p, czfotnv *p, vUPm,de_(doudiageFoubleF /srkclbleFeiat;bubleF,rrkfx,odoublec *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bstprfsFev *p, vUPm,de_(doubleFewxdoublediageFoubleF /srkcl lex *zw(itn s2bleFeiapnmer ompbal lex *zw(clb/subleF, /sd2Feger ver /suesubleF,fariEdubleF,bariEdubleF,c *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bstptriFev *p, vUPm,ddoublediageFoubleF /srkbleFeiapnmom/rrex * ra,z *0drypomplex *wolamda, *astptrsFev *p, vUPm,de_(doubleFewxdoublediageFoubleF /srkcl lex *zw(itn s2bleFeiapnmer ompbal lex *zw(clb/s/rrex * ra,z *0drypomplex *wolamda, *astpttfFev *p, rlworkfoftnitn p*egariEdoubleFegubleF,apnmueer omparf/s/rrex * ra,z *0drypomplex *wolamda, *astpttrFev *p, vUPm,doubleF /srkubleF,apnmer ompanmcl lex *zw(cldvcotnitn cut,z *0drypomplex *wolamda, *astrda,Fev *p, czfotnv *p, vUPm,de_(doudiageFoubleF /srkclbleFeiaix lex *zw(cldeFbleFeirrkfx,odoublec *czfotnitn cutpnt *_om/rrex * ra,z *0drypomplex *wolamda, *astrevcFev *p, sxEFdre_(douhowmnykffotnitnb1selubleFcl lex *zw(nnmer omptix lex *zw(clleFdoublevr qmeddab); clvlitubleF_vralcl lex *zw(clvral lex *zw(mmeFoubleF /ealubleF,c *czfotnitn cutcger *rhs*ldv clgEdlFeger bstrexcFev *p, erifq,doubleF /srkubleF,tix lex *zw(clleFuebleFeipcu tn srn , qixl *czfotnifstm riEdoubleilsleFdoublec *czfom/rrex * ra,z *0drypomplex *wolamda, *astrrfsFev *p, vUPm,de_(doubleFewxdoublediageFoubleF /srkcl lex *zw(itn s2bleFeiaix lex *zw(cldeFbleFeibal lex *zw(clb/subleF,xalcl lex *zw(clbledoublefariEdubleF,bariEdubleF,c *czfotnitn cutpnt *_om/rrex * ra,z *0drypomplex *wolamda, *astrsenFev *p, jobdre_(douerifq,diotnitnb1selubleFoubleF ,nnmer omptix lex *zw(clleFdoublepcu tn srn , qixubleF_ciEdubleF,ci);cl lex *zw(otn*ada, s,oubleF,sepEdubleF,c *czfotnitn cul d1rkf); spdia *ldb);b); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bstrsnaFev *p, jobdre_(douhowmnykffotnitnb1selubleFcl lex *zw(nnmer omptix lex *zw(clleFdoublevr qmeddab); clvlitubleF_vralcl lex *zw(clvral*ada, s,oubleF,sepEd lex *zw(mmeFoubleF /ealubleF,Feger qmeddab); ldc *czfotnitn cutpnt *_riEdoubleicger *rhs*ldv clgEdlFeger bstrsylFev *p, rlwoa,de_(doubleFb/s/rrex * rasgneFoubleF ,eal *suba,Ft); crmdo*eix lex *zw(cldeFbleFeibal lex *zw(clb/subleF, c*woll *czfotnitcEdubleF,sab luriEdoubleicger *rhs*ldv clgEdlFeger bstrti2Fev *p, vUPm,ddoublediageFoubleF /srkbleFeianmcl lex *zw(cldvcotnitn cut,z *0drypomplex *wolamda, *astrtriFev *p, vUPm,ddoublediageFoubleF /srkbleFeianmcl lex *zw(cldvcotnitn cut,z *0drypomplex *wolamda, *astrtrsFev *p, vUPm,de_(doubleFewxdoublediageFoubleF /srkcl lex *zw(itn s2bleFeiaix lex *zw(cldeFbleFeibal lex *zw(clb/sd2Feger vfo*cger *rhs*ldv clgEdlFeger bstrttfFev *p, rlworkfoftnitn p*egariEdoubleFegubleF,anmcl lex *zw(cldvc; /rxarf/s/rrex * ra,z *0drypomplex *wolamda, *astrttpFev *p, vUPm,doubleF /srkubleF,aix lex *zw(cldeFue; /rxat;b); spdia *cger *rhs*ldv clgEdlFeger bstzrqfFeubleFegerotn *suba,Ft); ubleF,aix lex *zw(cldeFue; /rxtau lriEdoubleicger *rhs*ldv clgEdlFeger bstzrzfFeubleFegerotn *suba,Ft); ubleF,aix lex *zw(cldeFue; /rxtau lubleF,c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bxerblaFev *p, srnam luriEdoubleicger *rhs*ldv clgEdlFeger bxerblaFarray_Fev *p, srnam Farray_F/sd2Feger vfosrnam Flenworkfo, friE**cge, ftnlen srnam Farray_lenr *rhs*ldv clgEdlFeger bzbdsqrFev *p, vUPm,doubleF /srkoubleF /scvt/sd2Feger vfonrurkoubleF /sccEddoubleubleF,d*woldoubleubleF,eoldoubleeriflexF_vtalcl lex *zw(clvtoldoubleeriflexF_urkEda, qrkfclurkdoubleeriflexF_c*wolcl lex *zw(clcm doubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzcgesrkfes realegcnt *_/rritn s2doubleeriflexF_anmcl lex *zw(cldvcotnitn cuths ldoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ /sd2Feger ver /sdoubleeriflexF_ d1rkferiflexF_spnt *_omdoubleubleF,r d1rkf); spdia *tertn *suba,Ft*cger *rhs*ldv clgEdlFeger bzcposvFev *p, vUPm,doubleF /srkfo, friE*itn s2 doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ /sd2Feger ver /sdoubleeriflexF_ d1rkferiflexF_spnt *_omdoubleubleF,r d1rkf); spdia *tertn *suba,Ft*cger *rhs*ldv clgEdlFeger bzdrsclFelgEdr, r vt,doubleubleF,sdeFdoubleeriflexF_sx*_om/rrex * ra,c r *rhs*ldv clgEdlFeger bzgbbrbndger *rvubleFubleFegerotn *suba,Ft); oubleF /sccEdommotnitn cukr qmeddab); kurkdoubleeriflexF_aitn tn srn , unmomdoubleubleF,d*woldoubleubleF,eoldoubleeriflexF_pcu tn srn , qixuedoubleeriflexF_ptix lex *zw(clptoldoubleeriflexF_c*woll *czfotnitcEduedoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgbda,Fev *p, czfotn *suba,Ft); oubleF /kr qmeddab); kurkommdoubleeriflexF_aitn tn srn , unmotnitn cuths ldoubleubleF,aczfotnuedoubleubleF,rrkfx,odoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia fo*cger *rhs*ldv clgEdlFeger bzgbequFeoubleF /otn *suba,Ft); oubleF /kr qmeddab); kurkommdoubleeriflexF_aitn tn srn , unmdoubleubleF,r*woldoubleubleF,c*wolcldoubleubleF,rowcfx,odoubleubleF,colcfx,odoubleubleF,doubleriEdoublefo*cger *rhs*ldv clgEdlFeger bzgbequbFeoubleF /otn *suba,Ft); oubleF /kr qmeddab); kurkdoubleeriflexF_aitn tn srn , unmdoubleubleF,r*woldoubleubleF, c*woldoubleubleF,rowcfx,odoubleubleF,colcfx,odoubleubleF,doubleom/rrex * ra,z *0drypomplex *wolamda, *azgbrfsFev *p, bleFewxoubleF /nzfoubleF /kr qmeddab); kurkcnt *_/rritn s2doubleeriflexF_aitn tn srn , unmdoubleeriflexF_ afgeubleFeegerdoufbleotnitn cuths ldoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ /sd2Feger ver /sdoubledoublefariEddoubledoublebariEduedoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgbrfsxFev *p, bleFewxdoubleFegd/nmriEdoubleFegfo, friE* kr qmeddab); kurkcnt *_/rritn s2doubleeriflexF_aitn tn srn , unm doubleeriflexF_afgeubleFeegerdoufbleotnitn cuths ldoubleubleF,r*wolcldoubleubleF,c*woldoubleeriflexF_bal lex *zw(clb/sdoubleeriflexF_ /scl lex *zw(clbledoubleubleF,rrkfx,odoubledoublebariEdd2Feger vfon_ari_bnds er doubleubleF,eeg_bnds czfo er doubleubleF, eeg_bnds erif*wol lex *zw(nparamdoudoubleubleF,paramdoudoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgbsrkfes realegcnt *_/rrkr qmeddab); kurkcnt *_/rr itn s2doubleeriflexF_aitn tn srn , unmotnitn cuths ldoubleeriflexF_ bal lex *zw(clb/s/rrex * ra,z *0drypomplex *wolamda, *azgbsrxFev *p, fableFv *p, bleFewxoubleF /nzfoubleF /kr qommotnitn cukurkcnt *_/rritn s2doubleeriflexF_aitn tn srn , unm doubleeriflexF_afgeubleFeegerdoufbleotnitn cuths ldoubleFegd/nmcldoubleubleF,r*woldoubleubleF,c*woldoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ /sd2Feger ver /sdoubledoublerrkfx,odoubledoublefariEduedoubledoublebariEddoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia fo*cger *rhs*ldv clgEdlFeger bzgbsvxxFev *p, fableFv *p, bleFewxoubleF /nzfoubleF / kr qmeddab); kurkcnt *_/rritn s2doubleeriflexF_aitn tn srn , unm doubleeriflexF_afgeubleFeegerdoufbleotnitn cuths ldoubleFegd/nmcldoubleubleF,r*woldoubleubleF,c*woldoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ /sd2Feger ver /sdoubledoublerrkfx,odoubledoublerpvgrwEdommdoubledoublebariEdd2Feger vn_ari_bnds er doubleubleF,eeg_bnds czfo er ommdoubledoubleeeg_bnds erif*wol lex *zw(nparamdoudoubleubleF,paramdouuedoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgbtf2kfoubleF /otn *suba,Ft); oubleF /kr qmeddab); kurkommdoubleeriflexF_aitn tn srn , unmotnitn cuths l); spdia *cger *rhs*ldv clgEdlFeger bzgbtrfFeubleFegerotn *suba,Ft); oubleF /kr qmeddab); kurkommdoubleeriflexF_aitn tn srn , unmotnitn cuths l); spdia *cger *rhs*ldv clgEdlFeger bzgbtrsFev *p, bleFewxoubleF /nzfoubleF /kr qmeddab); kurkcnt *_/rritn s2doubleeriflexF_aitn tn srn , unmotnitn cuths luedoubleeriflexF_bal lex *zw(clb/s/rrex * ra,z *0drypomplex *wolamda, *azgebakFev *p, jobdre_(dousxEFdroubleF /nzfoubleF /ilFegom/rrex * ra*wladoubleubleF,sab luriEdoublemoldoubleeriflexF_valcl lex *zw(clv/s/rrex * ra,z *0drypomplex *wolamda, *azgebalFev *p, jobdrlgEdr, r vt,doubleeriflexF_aix lex *zw ,erazfoubleF /ilFeg/rrex * ra*wladoubleubleF,sab luriEdoublea,z *0drypomplex *wolamda, *azgebd2kfoubleF /otn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleubleF,d*woldoubleubleF,eoldoubleeriflexF_tauqixuedoubleeriflexF_taupEddoubleeriflexF_ d1rkfriEdoublea,z *0drypomplex *wolamda, *azgebrdkfoubleF /otn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleubleF,d*woldoubleubleF,eoldoubleeriflexF_tauqixuedoubleeriflexF_taupEddoubleeriflexF_ d1rkfriEdoublel d1rkf); spdia fo*cger *rhs*ldv clgEdlFeger bzgeda,Fev *p, czfotn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleubleF,aczfotndoubleubleF,rrkfx,odoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgeequFeoubleF /otn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleubleF,r*woldoubleubleF,c*woldoubleubleF,rowcfx,ocldoubleubleF,colcfx,odoubleubleF,doubleriEdouble*cger *rhs*ldv clgEdlFeger bzgeequbFeoubleF /otn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleubleF,r*woldoubleubleF,c*woldoubleubleF,rowcfx,ocldoubleubleF,colcfx,odoubleubleF,doubleriEdouble*cger *rhs*ldv clgEdlFeger bzgeesFev *p, jobvewxdoublesorleFL_fp selubleFoubleF /srk doubleeriflexF_aix lex *zw(cldeF lex *zw(sdimoldoubleeriflexF_wrk doubleeriflexF_vs,o lex *zw(clv s2doubleeriflexF_ d1rkfriEdoublel d1rkfommdoubledoubler d1rkffotnitnb1b d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgeesxFev *p, jobvewxdoublesorleFL_fp selubleF nspli sensedrlgEdr, r vt,doubleeriflexF_aix lex *zw(cldeF lex *zw(sdimoluedoubleeriflexF_ oldoubleeriflexF_vs,o lex *zw(clv s2doubleubleF, rrkfxetndoubleubleF,rrkfx ldoubleeriflexF_ d1rkfriEdoublel d1rkfomdoubledoubler d1rkffotnitnb1b d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgeevFev *p, jobvlitv *p, jobvreFoubleF /srk doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_ oldoubleeriflexF_vlitcl lex *zw(clvlitdoubleeriflexF_vral lex *zw(clvraldoubleeriflexF_ d1rkfue); spdia l d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgeerxFev *p, balancitv *p, jobvlitv *p, jobvreF nspli sensedrlgEdr, r vt,doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_wrk doubleeriflexF_vr qmeddab); clvlitdoubleeriflexF_vral lex *zw(clvralom/rrex * ralFeg/rrex * ra*wladoubleubleF,sab ludoubleubleF,dbnfotnuedoubleubleF,rrkfxetndoubleubleF,rrkfx ldoubleeriflexF_ d1rkfriEdouble l d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgegsFev *p, jobvelitv *p, jobvsreFoubleF /srk doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ere0dladoubleeriflexF_ba*egadoubleeriflexF_vslitcl lex *zw(clvslitdoubleeriflexF_vsral lex *zw(clvsraldoubleeriflexF_Feger qmeddab); l d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgegvFev *p, jobvlitv *p, jobvreFoubleF /srk doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ere0dladoubleeriflexF_ba*egadoubleeriflexF_vlal Feger ce clvlitdoubleeriflexF_vral lex *zw(clvraldoubleeriflexF_ d1rkf Feger ce c d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgehd2Fewmny,X eigvUPm,doubalFeg/rrex * ra*wla doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_tau ldoubleeriflexF_Feger qmeddab); *cger *rhs*ldv clgEdlFeger bzgehrdkfoubleF /eigvUPm,doubalFeg/rrex * ra*wla doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_tau ldoubleeriflexF_Feger qmeddab); l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgelq2kfoubleF /otn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleeriflexF_tau ldoubleeriflexF_ d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgelqfFeubleFegerotn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleeriflexF_tau ldoubleeriflexF_ d1rkf); spdia l d1rkfomm); spdia *cger *rhs*ldv clgEdlFeger bzgelsFev *p, bleFewxoubleF /otn *suba,Ft); oubleF / itn s2doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ger qmeddab); l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgelsdkfoubleF /otn *suba,Ft); cnt *_/rritn s2 doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s double*ada, s,odoubleubleF,rrkfx,o lex *zw(x *wordoubleeriflexF_ d1rkfue); spdia l d1rkfdoubleubleF,r d1rkf); spdia * d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgelsskfoubleF /otn *suba,Ft); cnt *_/rritn s2 doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s double*ada, s,odoubleubleF,rrkfx,o lex *zw(x *wordoubleeriflexF_ d1rkfue); spdia l d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgelsxkfoubleF /otn *suba,Ft); cnt *_/rritn s2 doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s lex *zw(jpvtoldoubleubleF,rrkfx,o lex *zw(x *wordoubleeriflexF_ d1rkfuedoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgelsykfoubleF /otn *suba,Ft); cnt *_/rritn s2 doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s lex *zw(jpvtoldoubleubleF,rrkfx,o lex *zw(x *wordoubleeriflexF_ d1rkfue); spdia l d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgeql2kfoubleF /otn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleeriflexF_tau ldoubleeriflexF_ d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgeqlfFeubleFegerotn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleeriflexF_tau ldoubleeriflexF_ d1rkf); spdia l d1rkfomm); spdia *cger *rhs*ldv clgEdlFeger bzgeqp3FeubleFegerotn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvc lex *zw(jpvtoldoubleeriflexF_tau ldoubleeriflexF_ d1rkfue); spdia l d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgeqpfFeubleFegerotn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvc lex *zw(jpvtoldoubleeriflexF_tau ldoubleeriflexF_ d1rkfuedoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgeqr2kfoubleF /otn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleeriflexF_tau ldoubleeriflexF_ d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgeqrfFeubleFegerotn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleeriflexF_tau ldoubleeriflexF_ d1rkf); spdia l d1rkfomm); spdia *cger *rhs*ldv clgEdlFeger bzgerfsFev *p, bleFewxoubleF /nzfoubleF /itn s2 doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avmlpdoubleForkavmlue); spdia ihs ldoubleeriflexF_bal lex *zw(clb/sdoubleeriflexF_ /scl lex *zw(clbledoubleubleF,fariEddoubledoublebariEddoubleeriflexF_ d1rkfuefdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgerfsxFev *p, bleFewxdoubleFegd/nmriEdoubleFegfo, friE* itn s2doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avml tn srn ,forkavmlotnitn cuths ldoubleubleF,r*woldoubleubleF,c*woldoubleeriflexF_ bal lex *zw(clb/sdoubleeriflexF_ /s lex *zw(clbledoubleubleF,rrkfx,ouedoubledoublebariEdriEdoubleF_ari_bnds er doubleubleF,eeg_bnds czfo er omdoubleubleF,eeg_bnds erif*wol lex *zw(nparamdoudoubleubleF,paramdouuedoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgerq2kfoubleF /otn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleeriflexF_tau ldoubleeriflexF_ d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgerqfFeubleFegerotn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcdoubleeriflexF_tau ldoubleeriflexF_ d1rkf); spdia l d1rkfomm); spdia *cger *rhs*ldv clgEdlFeger bzgesc2FelgEdr, r vt,doubleeriflexF_aix lex *zw(cldeFuedoubleeriflexF_tn s2otnitn cuths l lex *zw(jps ldoubleubleF,sab r *rhs*ldv clgEdlFeger bzgesddFev *p, jobzeFlgEdr, r otn *suba,Ft); doubleeriflexF_aix lex *zw(cldeFdouble*ada, s,odoubleeriflexF_unmcl lex *zw(clu ldoubleeriflexF_vtix lex *zw(clvtoldoubleeriflexF_ d1rkfue); spdia l d1rkfdoubleubleF,r d1rkf); spdia * d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgesrkfes realegcnt *_/rritn s2doubleeriflexF_anmcl lex *zw(cldvcotnitn cuths ldoubleeriflexF_bal lex *zw(clb/s tn srn ,fo*cger *rhs*ldv clgEdlFeger bzgesrdFev *p, jobus2v *p, jobvleFubleFegerotn *suba,Ft); doubleeriflexF_aix lex *zw(cldeFdouble*ada, s,odoubleeriflexF_unmcl lex *zw(clu ldoubleeriflexF_vtix lex *zw(clvtoldoubleeriflexF_ d1rkfue); spdia l d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgesrxFev *p, fableFv *p, bleFewxoubleF /nzfoubleF / itn s2doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avml tn srn ,forkavmlotnitn cuths ldoubleFegd/nmdoubleubleF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex *zw(clb/sdoubleeriflexF_ /s lex *zw(clbleuedoubleubleF,rrkfx,odoubleubleF,fariEddoubledoublebariEddoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgesvxxFev *p, fableFv *p, bleFewxoubleF /nzfoubleF / itn s2doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avml tn srn ,forkavmlotnitn cuths ldoubleFegd/nmdoubleubleF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex *zw(clb/sdoubleeriflexF_ /s lex *zw(clbleuedoubleubleF,rrkfx,odoubleubleF,rpvgrwEddoubledoublebariEdriEdoublefon_ari_bnds er doubleubleF,eeg_bnds czfo er doubleubleF, eeg_bnds erif*wol lex *zw(nparamdoudoubleubleF,paramdoudoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgetc2FelgEdr, r vt,doubleeriflexF_aix lex *zw(cldeFueotnitn cuths l lex *zw(jps l); spdia *cger *rhs*ldv clgEdlFeger bzgetf2kfoubleF /otn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcotnitn cuths l); spdia *cger *rhs*ldv clgEdlFeger bzgetrfFeubleFegerotn *suba,Ft); doubleeriflexF_anmcl lex *zw(cldvcotnitn cuths l); spdia *cger *rhs*ldv clgEdlFeger bzgetriFelgEdr, r vt,doubleeriflexF_aix lex *zw(cldeFueotnitn cuths ldoubleeriflexF_ger qmeddab); l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgetrsFev *p, bleFewxoubleF /nzfoubleF /itn s2 doubleeriflexF_aix lex *zw(cldeFotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/s/rrex * ra,z *0drypomplex *wolamda, *azggbakFev *p, jobdre_(dousxEFdroubleF /nzfoubleF /ilFegom/rrex * ra*wladoubleubleF,lsab ludoubleubleF,rsab luriEdoublemol doubleeriflexF_vix lex *zw(clv/s/rrex * ra,z *0drypomplex *wolamda, *azggbalFev *p, jobdrlgEdr, r vt,doubleeriflexF_aix lex *zw ,erazfdoubleeriflexF_bal lex *zw(clb/s tn srn ,alFeg/rrex * ra*wla doubleubleF,lsab ludoubleubleF,rsab ludoubleubleF, d1rkf); spdia fo*cger *rhs*ldv clgEdlFeger bzggesFev *p, jobvelitv *p, jobvsreFdoublesorleFL_fp selctgdrlgEdr, r vt,doubleeriflexF_aix lex *zw,erazfdoubleeriflexF_balcl lex *zw(clb/s/rrex * rsdimoldoubleeriflexF_ere0dladoubleeriflexF_ la*egadoubleeriflexF_vsr qmeddab); clvslitdoubleeriflexF_vsral lex *zwce clvsraldoubleeriflexF_ger qmeddab); l d1rkfdoubleubleF,r d1rkffoiotnitnb1b d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzggesxFev *p, jobvelitv *p, jobvsreFdoublesorleFL_fp selctgdrdoublesensedrlgEdr, r vt,doubleeriflexF_aix lex *zw(cldeFuedoubleeriflexF_bal lex *zw(clb/s/rrex * rsdimoldoubleeriflexF_ere0dlauedoubleeriflexF_ba*egadoubleeriflexF_vsr qmeddab); clvslit doubleeriflexF_vsral lex *zw(clvsraldoubleubleF,rrkfxetndoubleubleF, rrkfx ldoubleeriflexF_ger qmeddab); l d1rkfdoubleubleF,r d1rkffo); spdia * d1rkf); spdia ltpnt *_iotnitnb1b d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzggevFev *p, jobvlitv *p, jobvreFoubleF /srk doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ere0dladoubleeriflexF_ba*egadoubleeriflexF_vlal Feger ce clvlitdoubleeriflexF_vral lex *zw(clvraldoubleeriflexF_ d1rkf Feger ce c d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzggerxFev *p, balancitv *p, jobvlitv *p, jobvreF nspli sensedrlgEdr, r vt,doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_balcl lex *zw(clb/sdoubleeriflexF_ere0dladoubleeriflexF_ba*ega doubleeriflexF_vr qmeddab); clvlitdoubleeriflexF_vral lex *zw(clvralom/rrex * ralFeg/rrex * ra*wladoubleubleF,lsab ludoubleubleF,rsab lu doubleubleF,dbnfotndoubledoublebbnfotndoubledoublerrkfxetndoubleubleF, rrkfx ldoubleeriflexF_ger qmeddab); l d1rkfdoubleubleF,r d1rkffo); spdia * d1rkfiotnitnb1b d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzggglmkfes realegcnt *_/rrotn *suba,Ftprk doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_d*woldoubleeriflexF_ /sdoubleeriflexF_y/sdoubleeriflexF ,c *czfotnitn cul d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgghrbndger *rerifqdre_(douerifzeFlgEdr, r vt,); spdia fo*lFeg/rrex * ra*wladoubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_balcl lex *zw(clb/sdoubleeriflexF_pcu tn srn , qixdoubleeriflexF_z*wolcl lex *zw(clzkf); spdia *cger *rhs*ldv clgEdlFeger bzgglsekfoubleF /otn *suba,Ft); cnt *_/rrprk doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_c*woldoubleeriflexF_d*woldoubleeriflexF_ /s doubleeriflexF_ger qmeddab); l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzggqrmpclgEdr, r vt,cnt *_/rrotn *suba,Ftprk doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_taudeFdoubleeriflexF_balcll lex *zw(clb/sdoubleeriflexF_taub/sdoubleeriflexF_ d1rkfriEdouble l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzggrqfFeubleFegerotn *suba,Fth,doubleF /srk doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_taudeFdoubleeriflexF_balcll lex *zw(clb/sdoubleeriflexF_taub/sdoubleeriflexF_ d1rkfriEdouble l d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzggsrdFev *p, jobus2v *p, jobvs2v *p, jobq sl *czfotnmm ue); spdia ntn *suba,Fth,doubleF / qmeddab); l; doubleeriflexF_anmcl lex *zw(cldvcdoubleeriflexF_bal lex *zw(clb/sdoubleubleF,dre0dlauedoubledoubleba*egadoubleeriflexF_urkEda, qrkfclurkdoubleeriflexF_valcl lex *zw(clv/sdoubleeriflexF_pcu tn srn , qixdoubleeriflexF_ d1rkfuedoubleubleF,r d1rkf); spdia * d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzggsrpFev *p, jobus2v *p, jobvs2v *p, jobq sl *czfotnmm ue); spdia h,doubleF /srkdoubleeriflexF_aix lex *zw(cldeFdoubleeriflexF ,bal lex *zw(clb/sdoubleubleF,tola/sdoubleubleF,tolb,doubleF / qmcl lex *zw(cgadoubleeriflexF_urkEda, qrkfclurkdoubleeriflexF_val Feger ce clv/sdoubleeriflexF_pcu tn srn , qix); spdia * d1rkfdoubleubleF, r d1rkfdoubleeriflexF_tau ldoubleeriflexF_ d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgtda,Fev *p, czfotn *suba,Ft); doubleeriflexF_dlit doubleeriflexF_d*woldoubleeriflexF_lurkdoubleeriflexF_du2t,); spdia fo*hs ldoubleubleF,aczfotndoubleubleF,rrkfx,odoubleeriflexF_ d1rkfue); spdia *cger *rhs*ldv clgEdlFeger bzgtrfsFev *p, bleFewxoubleF /nzfoubleF /itn s2 doubleeriflexF_dcgadoubleeriflexF_d*woldoubleeriflexF_lurk doubleeriflexF_dcfoldoubleeriflexF_lfoldoubleeriflexF_lufrk doubleeriflexF_du2t,); spdia ths ldoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ /sd2Feger ver /sdoubledoublefariEddoubledoublebariEduedoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzgtsrkfes realegcnt *_/rritn s2doubleeriflexF_dlit doubleeriflexF_d*woldoubleeriflexF_lurkdoubleeriflexF_bal lex *zw(clb/s f); spdia *cger *rhs*ldv clgEdlFeger bzgtsrxFev *p, fableFv *p, bleFewxoubleF /nzfoubleF / itn s2doubleeriflexF_dcgadoubleeriflexF_d*woldoubleeriflexF_lurk doubleeriflexF_dcfoldoubleeriflexF_lfoldoubleeriflexF_lufrk doubleeriflexF_du2t,); spdia ths ldoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ /sd2Feger ver /sdoubledoublerrkfx,odoubledoublefariEduedoubledoublebariEddoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia fo*cger *rhs*ldv clgEdlFeger bzgttrmpclgEdr, r vt,doubleeriflexF_dcgadoubleeriflexF_ued*woldoubleeriflexF_lurkdoubleeriflexF_du2t,); spdia ths l); spdia fo*cger *rhs*ldv clgEdlFeger bzgttrsFev *p, bleFewxoubleF /nzfoubleF /itn s2 doubleeriflexF_dcgadoubleeriflexF_d*woldoubleeriflexF_lurk doubleeriflexF_du2t,); spdia ths ldoubleeriflexF_bal lex *zw(clb/s ); spdia *cger *rhs*ldv clgEdlFeger bzgtts2Fewmny,X ibleFewxoubleF /nzfoubleF /itn s2 doubleeriflexF_dcgadoubleeriflexF_d*woldoubleeriflexF_lurk doubleeriflexF_du2t,); spdia ths ldoubleeriflexF_bal lex *zw(clbr *rhs*ldv clgEdlFeger bzhbevFev *p, jobzeFv *p, vUPm,doubleF /srkoubleF / drk doubleeriflexF_aitn tn srn , unmdoubleubleF, oldoubleeriflexF_z*wolcl lex *zw(clzkfdoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzhbevdFev *p, jobzeFv *p, vUPm,doubleF /srkoubleF / drk doubleeriflexF_aitn tn srn , unmdoubleubleF, oldoubleeriflexF_z*wolcl lex *zw(clzkfdoubleeriflexF_ d1rkfeddab); l d1rkfdoubleubleF,r d1rkffo); spdia lr d1rkf); spdia * d1rkf); spdia ltpnt *_riEdoubleicger *rhs*ldv clgEdlFeger b_ d1rspdia *cger *rhs*ldv clgEa*wolcl lex *zw(spclgEdr, r vt,doubleeriflexF_dcgadoubleeriflexF_ue *rhs*ldv clgeubleFegesl *czfotnmm uelsl *czfoclb/subleF, vlitubleF_vurhsunmm uelsl *czf *lal Feger rhm *alexF_aitn tn srn , unmdoubleubleF, oldoubleeriflexF_z*wolcl lex *zw(clzkfdoubleeriflexF_ d1rkfdoublriflexF_ d1rkf); sppdiace rldb);b); spdia *t *mzfriEdoubleicger *rhs*ldv clgEdlFeger bzhbevdFev *p, jobzeFv *p, vUPmab); l; doublkriflexF_balcl lex *ubleeriflexF_dcgadoubleeriflexF_ub*zw(cldeFdoubleerriflexF_ bal lex *zw(clb/sdoubleeriflexF_pcu tn srn , qixdoubleeriflexF_ d1rkfuedoubl spdia *t *mzfriEdoubleicger *rhs*ldv clgEdlFeger bzhbevFev *p, jobzeFv *p, vUPmab); l; doublkriflexF_balcl lex *ubleeriflexF_dcgadoubleeriflexF_ub*zw(cldeFdoubleerriflexF_ itn tn srn , unmdoubleubleFoldoubleeriflefariEddoubledoublebariEduedoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *rhs*ldv clgEdlFeger bzhbevdFev *p, jobzeFv *p, vUPmab); l; doublkriflexF_balcl lex *ubleeriflexF_dcgadoubleeriflexF_ub*zw(cldeFdoubleerriflexF_ itn tn srn , unmdoubleubleFoldoubleeriflefariEddoubledoublebariEzkfdoubleeriflexF_ d1rkfeddab); l b/sdoubleeribleF,r d1rkffo); spdia lr d1rkf); spdia * d1rkf); spdia ltpnt *_riEdoubleicger *rgs*ldv clgEdlFeger b_ d1rspdia *cger *rhs*ldv clgEa*wolcl lex *zleF /srkdoukriflexF_balcl lex *ubleeriflexF_dcgadoldoubleeriflexF_eia ths ldoubleriflexF_balcl lex *zw(clb/sdoubleerqixdoubleeriflotnmm uelsl *czfoclb/subleF, vlitubleF_vusunmm uelsl *czf *lal Feger rhm *alexF_aitn tn srn , unmdoubleubleFoldoubleeriflefariEddoubledoublebariEduedoubleeriflexF_ d1rkfdoubllexF_ d1rkfdoubleupdiace rldb);b); spdia *t *mzfriEdoubleicger *rts*ldv clgEdlFeger bzhbevdFev *p, jobzeFv *p, vUPm,doubleF /srkoubleF / drk doubleeriflexF_aitn tnex *zw(cldvcdoubleububleF /srkoubleF*zw(clv/sdoubleeriflexF_pcu tn srn , rldb);b); spdia *t *mzfriEdoubleicger *ehs*ldv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubleerifrk doubleeriflexF_du,); spdia fo*hs ldoubleubleF,acfariEddoubledoublebariEzkfdouble; spdia *t *mzfriEdoubleicger *ehs*ldvv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubleerifhs ldoubleu erif*wol lex *seger ver /sdoubledleF,colcriEddoubledoublebariEzkfdouble; spdia *t *mzfriEdoubleicger *ehs*ldv clgEdlFeger bzhbevFev *p, jobzeFiflexF_aix lex *za,Ft); doubleeriflexF_aix l srn , unmdoubleexF_tau ldoubleeriflexF_duedoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger *ehs*ldv clgEdlFeger bzhbevdFev *p, jobzeFubleFegerotn *suba,Ft); doubleeriflexF_aix l srn , unmdoubleexF_tatoldoubleeriflexF_ d1rkfue); spdia l d1rkfdoubibleF,r d1rkffo); spdia toldoubleeri spdia * d1rkf); spdia ltpnt *_riEdoubleicger *ehsrldv clgEdlFeger b_ d1rspdia *cger *rhs*ldv clgEa*woleFegerotn *suba,Ft); doubleeriflexF_aix lotnmm uelsl *czfoclblexF_vral lexlitubleF_vusunmm uelsl *czf *lal Feger rhm *alexF_aitn tn srn , unmdoubleubleFoldoubleerifletubleF_vussuppflexF_z*wolcl lex w(clvsraldoubleeriflexF_Feger qmeddab); l d1rkfdoubibleF,r d1rkffo); nitn cul d1rkf); spdia *ldb);b); spdia ltpnt *_riEdoubleicger *ehs*ldv clgEdlFeger b_ d1rspdia *cger *rhs*ldv clgEa*woleFegerotn *suba,Ft); doubleeriflexF_aix lotnmm uelsl *czfoclblexF_vral lexlitubleF_vusunmm uelsl *czf *lal Feger rhm *alexF_aitn tn srn , unmdoubleubleFoldoubleeriflen , unmdoubleexF_tau ldoubleeriflexF_ d1rkfriEdouble l d1rkfdoublle l d1rkfdoublpdiace rldb);b)); spdia ths l); spdia fo*cger hegs*ldv clgEdlFeyppdia *cger *rhs*ldv clgEa*woleFegerotn *suba,Ft); doubleeriflexF2t,); spdia ths ldoubleeriflexF_bal lex *zw(clb/s ); spdia *cger hegstldv clgEdlFeyppdia *cger *rhs*ldv clgEa*woleFegerotn *suba,Ft); doubleeriflexF2t,); spdia ths ldoubleeriflexF_bal lex *zw(clb/s ); spdia *cger hegvldv clgEdlFeyppdia *cgeEdlFeger bzhbevdFev *p, jobach *leFegerotn *suba,Ft); doubleeriflexF2t,); spdia ths ldoubleerififlexF_aix l srn , unmdoubleexF_tau ldoubleeriflexF_ d1rkfeddab); l d1 *ldb);b); spdia ltpnt *_riEdoubleicger *ehs*ldv clgEdlFeyppdia *cgeEdlFeger bzhbevdFev *p, jobach *leFegerotn *suba,Ft); doubleeriflexF2t,); spdia ths ldoubleerififlexF_aix l srn , unmdoubleexF_tau ldoubleeriflexF_ d1rkfeddab); l d1 *ldb);b);ibleF,r d1rkffo); spdia lr d1rkf); spdia * d1rkf); spdia ltpnt *_riEdoubleicger *egs*ldv clgEdlFeyppdia *cgeEdlFeger bzhd1rspdia *cge bevdFev *p, jobzeFoubleF / qmeddab)t); doubleeriflexF2t,); spdia (cldeFdoubleeriflexF_bl *czfotnmm uelsl *czfoclb/subleF, vlitubleF_vurhsunmm uelsl *czf *lal Feger rhm *alexF_aitn tn srn , unmdoubleubleF, oldoubleeriflexF_z*wolcl lex *zw(clu ldoubleeriflexF_ d1rkfeddab); l d1 *ldb);b); le l d1rkfdoublpdiace rldb);b) spdia ltpnt *_riEdoubleicger *eypomplex *wolamdav *p, jobzeFv *p, vUPewxoubleF /nzfoubleF /itn s2 doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avmlpdoubleForkavmlue); spdia ihs ldoubleeriflexF_bal lex *zw(clb/sdoubleeriflexF_ /scl lex *zw(clbledoubleubleF,fariEddoubledoublebariEddoubleeriflexF_ d1rkfuefdoubleubleF,r d1r*_riEdoubleicger *eypoxmplex *wolamda bzgerfsxFev *p, bleFewxdoubleFegd/nmriEdoubleFegfo, friE* itn s2doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avml tn srn ,forkavmlotnEdoubleFegfo, friEia ths ldoubleeriflexF_bal lex *zw(clb/s doubleeriflexF_ /sd2Feger ver /sdoubleddoublefa*p, bleFewdoublebariEdriEdoublefon_ari_bnds er doubleubleF,eeg_bnds czfo er doubleubleF, eeg_bnds erif*wol lex *zw(nparamdoudoubleubleF,paramdoudoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger hes*ldv clgEdlFeger bzcposvFev *p, vUPm,doubleF /srkfo, friE*itn s2 doubleerxF_avmlpdoubleForkavmlue); spdia (cldeFdoubleeriflexF_balcl lex exF_ /s doubleeriflexF_ger qmeddab); l d1rkf); spdia *cger hrhs*ldv clgEdlFeger bzgEdlFeger bzcposvFev *p, vUP/nmriEdoubleFegfo, friE* itn s2doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avml tn srn ,forkalue); spdia ihs ldoubleeriflexF_bal lex *zw(cclb/s doubleeriflexF_ /sd2Feger ver /sdoubledFeger ver /sdoubledoublefariEddoubledoublebariEldoubleeriflexF_Feger qmeddab); l d1rkfdoubddab); l d1rkf); spdia *cger hrhs**ldv clgEdlFeger bzgEdlFeger bzcposvFev *p, vUP/nmriEdoubleFegfo, friE* itn s2doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avml tn srn ,forkavmlotnitn cuths ldEdoubleFegfo, friEia (cldeFdoubleeriflexF_balcl lex *zw(clb/sdoubleeriflexF_ /s lex *zw(clbledoubleublbleF,rrkfx,odoubleubleF,rpvgrwEddouwdoublebariEdreubleF,eeg_bnds czfo erer doubleubleF,eeg_bs czfo er doubleubleF, ee/nm_bnds erif*wol lex *zw(nparamdoudoubleubleFriflexF_ger qmeddab); l d1rkfdoubleudab); l d1rkf); spdia *cger hrtd2dvv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubleerifhs ldoubleuex *zw(cldvcdoubleubleF,d*woldoubleubll d1rkfdoubleudab); l d1rkf); spdia *cger hrtf2dvv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubleerifxF_avml tn srn rkfdoubleudab); l d1rkf); spdia *cger hrts*ldv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubleerifhs ldoubleuex *zw(cldvcdoubleubleF,d*woldoubleubll d1lexF_balcl lex exF_ /s doubleeriflexF_ger qmeddab); l d1rkf); spdia *cger hrhs*ldv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubleerifrk doubleeriflexF_duunmdoubleexF_tau ldoubleeriflexF_F_ger qmeddab); l d1rkf); spdia *cger hrhsildv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubleerifrk doubleeriflexF_duunmdoubleexF_tau ldoubleddab); l d1rkf); spdia *cger hrhsomplex *wolamdav *p, jobzeFv *p, vUPewxoubleF /nzfoubleF /itn s2 doubleerxF_avmlpdoubleForkavmlue); spdia (cldeFdoubleerifu ldoubleddab); l d1rkf); spdia *cger hfrkldv clgEdlFeger bstrttfFev v clgEdlFeger bzgttrsFevubleF /nzfounmm uelsl *czf zw(clb/sdoubleeriflexdr, r vt,doubleeriflexF_ableubleF,dre0dlauedoubledouc__); l d1rkf); spdia *cger hgeqzmplex *wolamda, *astrsenFer bzgghrbndger *rerifqdrelexF_vral lex *zw(clvralom/rrex * radoubledouhbleFoldoubleerihubleF /nzfoubleF bleFcl lex *zw(nn/sdoubleeriflexd rsdimoldoubleeriflexF_ere0dladoubleeriflexF*zw(clb/sdoubleeriflexF_pcu tn srn , cldeFdoubleerflexF_z*wolcl lex *zw(clu ldoubleeriflexF_ d1rkfeddab); l tubleF_vurhsdab); l d1rkf); spdia *cger hphs*ldv clgbevdFev *p, jobzeFoubleF / qmeddapiflexF_avmlpdoubleForkavm,); spdia fo*hs ldoubleubleF,aczfotndoubleubleexF_tau ldoubleeriflexF_Feger qmeddab); *cger hphs*ldv clgEdlFeger bzhbevFev *p, jobzeFiflexF_aix lex *zapo*hs ldoubleu srn , unmdoubleubleFoldoubleeriflen , unmdouble,paramdoudoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger hphs*ldv clgEdlFeger bzhbevdFev *p, jobzeFubleFegerotn *subapo*hs ldoubleu srn , unmdoubleubleFoldoubleeriflefariEddoubledoublebariEzkfdoubleeriflexF_ d1rkfeddab); l b/sdoubleeribleF,r d1rkffo); spdia lr d1rkf); spdia * d1rkf); spdia ltpnt *_riEdoubleicger *phs*ldv clgEdlFeger b_ d1rspdia *cger *rhs*ldv clgEa*woleFegerotn *subapo*hs ldoubleuotnmm uelsl *czfoclb/subleF, vlilexF_avmlpdounmm uelsl *czf *lal Feger rhm *alexF_aitn tn srwoleFegerotn *sububleFoldoubleeriflen , unmdoubleexF_taeubleF,eeg_bndble l d1rkfdoublle l d1rkfdoublpdiace rldb);b) spdia ltpnt *_riEdoubleicger *pgstldv clgEdlFeyppdia *cger *rhs*ldv clgEa*woleFegerotn *subauqixuedoubleeriflebx lex *zw(cldeFue; /rxat;b); spdia *cger *pgvldv clgEdlFeyppdia *cgeEdlFeger bzhbevdFev *p, jobach *leFegerotn *subauqixuedoubleeriflebx lhs ldoubleu srn , unmdoubl *zubleFoldoubleeriflen , unmdoubleexF_taeubleF,eeg_bb); l tubleF_vurhsdab); l d1rkf); spdia *cger hphs*ldv clgEdlFeyppdia *cgeEdlFeger bzhbevdFev *p, jobach *leFegerotn *subauqixuedoubleeriflebx lhs ldoubleu srn , unmdoubl *zubleFoldoubleeriflen , unmdoubleexF_tazkfdoubleeriflexF_ d1rkfeddandble l d1rkfdoubibleF,r d1rkffo); spdia lr d1rkf); spdia * d1rkf);rhsdab); l d1rkf); spdia *cger hphs*ldv clgEdlFeyppdia *cgeEdlFeger bzhd1rspdia *cge bevdFev *p, jobzeFoubleF / qmeddauqixuedoubleeriflebx lhs ldoubleu otnmm uelsl *czfoclb/subleF, vlitubleF_vusunmm uelsl *czf *lal FlexF_avmlpd *alexF_aitn tn srn , unmdoubleubleFoldoubleeriflefariEddoubledoublebariEduedoubleeriflexF_ d1rkfdoubllexF_ d1rkfdoubleupdiace rldb);b); spdia *t *mzfriEdoubleicger *pypomplex *wolamdav *p, jobzeFv *p, vUPewxoubleF /nzfoubleF /uqixuedoubleerifleafx lex *zw(cldtn srn , unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/sdoubleeriflexF_ /s loublerrkfx,odoubledoublefariEduedoubledoublebariEddoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia fo*cger hps*ldv clgEdlFeger bzcposvFev *p, vUPm,doubleF /srkfo, friE*x lex *zw(cldtn srn , unmotnitnia ths ldoubleeriflexF_bal lex *zw(clb/s ); spdia *cger hphs*ldv clgEdlFeger bzgEdlFeger bzcposvFev *p, vUP/nmriEdoubleFegfo, friE*uqixuedoubleerifleafx lex *zw(cldtn srF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex *zw(clb/sdoubleeriflexF_ /s lex *zw(clbleuedoubleubleF,rrkfx,odoubleubleF,fariEddoubledoublebariEddoubleeriflexF_ d1rkfdoubleubleF,r d1rkf); spdia *cger hpts*ldv clgbevdFev *p, jobzeFoubleF / qmeddaperiflexF_ /s lexex *zw(cldvcdoubleubleF,d*woldoubleubll d1rkfdoubleubleF,r d1rkf); spdia *cger hpts*ldv clgbevdFev *p, jobzeFoubleF / qmeddapiflexF_avmlpdoubleFd1rkfdoubleubleF,r d1rkf); spdia *cger hptsildv clgbevdFev *p, jobzeFoubleF / qmeddapiflexF_avmlpdoubleForkavmunmdoubleexF_tau ldoubleddab); l d1rkf); spdia *cger hphsomplex *wolamdav *p, jobzeFv *p, vUPewxoubleF /nzfoubleF /x lex *zw(cldtn srn , unmotnitnia ths ldoubleeriflexF_bal lex *zw(clb/s ); spdia *cger hsei*ldv clgggbakF,forkavigsrckF,forkainitv,r d1rkffo)obvsrvewxdoublesorleFLx * radoubledouhbleFoldoubleerihubfariEddoubledoubleubfariEddoubledou_ba*ega doubleeriflexF_vr qmeddab); clvlitdoubleerifleFeger rhm Feger bzgtdaex *zw(cldeF lex *ziflexF_ger qmeddab); l d1rkfdoubleupdiaace rldb);b);pdiableF,r d1rkf); spdia *tertn *suba,Ft*cger hseqrmplex *wolamda, *astrsedger *rerifqdre_(douerifFdroublzw(clvralom/rrex * radoubledouhbleFoldoubleerihub*zw(cldeF lex *zsrwoleFegerotn *sububleFoldoubleeriflen , unmdoubleexF_tazkfdoubleeriflexd1 *ldb);b); spdia ltpnt *_riEdoubleicger la_gbamv_ldv clgEdlgEdlFeger bzgelsFev *p, bleFewxwolcl lex *zleF /sccEdommotnitn cl *czf zw(clb/sdoubleeriflexdia (cldeFdoubleecgadoubleeriflexF_u,colcfx,odoublcx,rrkfx,odoubleubteeriflexF_ableublycolcfx,odoublcyia llexF_ableub la_gb *zw(_c_ldv clgEdlFeger bzgbtrsFev *p, bleFewxoubleF /nkll d1lexF_balcl lex *ubleeriflexF_dcgadoubleeriflexF_u, unm doubleeriflelexF_avmlpdoubleForkavm,); spw(clb d1rkffo)capplyleF,r d1rkf); slefariEddoubledoublebariEduedoubleeriflexF_ ftnlen EdlFe_lenia llexF_ableub la_gb *zw(_x_ldv clgEdlFeger bzgbtrsFev *p, bleFewxoubleF /nkll d1lexF_balcl lex *ubleeriflexF_dcgadoubleeriflexF_u, unm doubleeriflelexF_avmlpdoubleForkavmriflexF_u,colcfx,odoubl sleriEddoubledoublebariEF_duedoubleeriflexF_ ftnlen EdlFe_lenia ltpnt *_riEdoubleicger la_gbypoxmextended_ldv clgEdlprec_eyppn , cldeFdoubleEdlFe_eyppn , cldeFdoublFeger bzgbsrkfes realegcnt *_/rrkrewxoubleF /nzfoubleF /ubleeriflexF_dcgadoubleeriflexF_u, unm doubleeriflelexF_avmlpdoubleF d1rkffo)colequeForkavm,); spw(clborkavmlue); spdia (cldeFdoubleeriforkavmlue); spdy unm doubleey,rrkfx,odoubleubrr_riEbleF, oldoubleenrer driEdriEdoublefon_aris_niEdriEdoublefon_aris_eubleF,r*woldoubleublere erif*wol lex *ayriforkavmlue); spddflexF_ /sdoubleerifly_tdiaubleF,r*woldouble *zw(jpvtoldoubithre hleF,r*woldoublethre hleiflexF_ /s lexez_ub(clb d1rkffo)iger e_cwispn , cldeFdoub spdia llexF_ableub la_gb leF,r_*ldv clgEdlFeger bzgtsrkfes realegcnt *_/rrkr qmcoldab); kurkcnt *_/rritn s2doubleeriflexF_aitn tn sr, unm doublleerifeeriflexF_bal lex *zw(clbr la_geamv_ldv clgEdlgEdlFeger bzgelsFev *p, bleFewxwonitn cl *czf zw(clb/sdoubleeriflexdr, r vt,doubleerorkavmriflexF_u,coiflexF_bal lecx,rrkfx,odoubleubteerlexF_ableublycolcfx,odoublcyia llexF_ableub la_ge *zw(_c_ldv clgEdlFeger bzgbtrsFev/sdoubleeriflexdr, r vt,doubleeriflexF_aix lex *z*zw(cldeFdoubleerifxF_avmlpdoubleForkavm,); sp w(clb d1rkffo)capplyleF,r d1rkf); slen , unmdoubleexF_taeubleF,eeg_bndble l ftnlen EdlFe_lenia llexF_ableub la_ge *zw(_x_ldv clgEdlFeger bzgbtrsFev/sdoubleeriflexdr, r vt,doubleeriflexF_aix lex *z*zw(cldeFdoubleerifxF_avmlpdoubleForkavmdoubledoubl,colcfx,odoubl sleriEddoubledoublebariEduedoubleeriflexF_ ftnlen leEdlFe_lenia ltpnt *_riEdoubleicger la_geypoxmextended_ldv clgEdlprec_eyppn , cldeFdoubleEdlFe_eyppn , cldeFdoublFeger bzgbsmriEdoubleFegfo, friE* itn s2douleeriiflexF_aix lex *z*zw(cldeFdoubleerifxF_avmlpdoubleF d1rkffo)colequeiEddoubleeriflebleF,r*wolcldoubleubleF,c*woldoubleeriflexF_bal lex ya (cldeFdoubleey,rrkfx,odoubleubrr_riEbleFoldoubleenrer driEdriEdoublefon_nds cs_niEdriEdoublefon_aris_eubler*woldoubleublere erif*wol lex *ayrifd*woldoubleeriflexflexF_ /sdoubleerly_tdiaubleF,r*woldouble *zw(jiflexF_bal lthre hleF,r*woldoublethre hlelexF_ /s lexez_ub(clb d1rkffo)iflger e_cwispn , cldeFdoub spdia ltpnt *_riEdoubleicger la_heamv_ldv clgEdlbevdFev *p, jobzeFoubleFl *czf zw(clbleF /kr qmeddab);r, r vt,doubleerorkavmriflexF_u,colexF_bal lecx,riflexF_ableubleF,dre0dlauebleublycolcfx,odoublcyia llexF_ableub la_he *zw(_c_ldv clgbevdFev *p, jobzeFoubleF / qmeddab)t); douleeriiflexF_aix lex *z*zw(cldeFdoubleerifxF_avmlpdoubleFdoubleeriflebleFble d1rkffo)capplyleF,r d1rkf); slen , unmdoubleexF_taeubleF,eeg_bndble l ftnlen bevd_lenia llexF_ableub la_he *zw(_x_ldv clgbevdFev *p, jobzeFoubleF / qmeddab)t); douleeriiflexF_aix lex *z*zw(cldeFdoubleerifxF_avmlpdoubleFdoubledoubledoubl,colcfx,odoubl sleriEddoubledoublebariEduedoubleeriflexF_ ftnlen lebevd_lenia ltpnt *_riEdoubleicger la_heypoxmextended_ldv clgEdlprec_eyppn , v clgbevdFe, oldoubleenFeger bzgbsmriEdoubleFegfo, friE* itn s2doubleeriflexF_aix lex *z*zw(cldeFdoubleerifxF_avmlpdoubleF d1rkffo)colequeriflexF_ableublbleF,r*wolcldoubleubleF,c*woldoubleeriflexF_bal lex ya (cldeFdoubleey,rrkfx,odoubleubrr_riEbleFoldoubleenrer driEdriEdoublefon_nds cs_niEdriEdoublefon_aris_eubler*woldoubleublere erif*wol lex *ayrifd*woldoubleeriflexflexF_ /sdoubleerly_tdiaubleF,r*woldouble *zw(jiflexF_bal lthre hleF,r*woldoublethre hlelexF_ /s lexez_ub(clb d1rkffo)iflger e_cwispn , cldeFdoub spdl ftnlen bevd_lenia llexF_ableub la_he leF,r_*llex *wolamdav *p, jobzeFv *p, vUP); slefariEddoubledoubl/itn s2 doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avmlpdoubleForkavmitn tn e l ftnlen bevd_lenia ltpnt *_riEdoubleicger la_lin_ubrr_*ldv clgEdlFeger bzgtsrzFeger bzgbsmriEdoF,r*woldoubleublere erif*wol lex *ayriforkavmdoubleubrria llexF_ableub la_po *zw(_c_ldv clgbevdFev *p, jobzeFoubleF / qmeddab)t); douleeriiflexF_aix lex *z*zw(cldeFdoubleeriforkavm,); spw(clb d1rkffo) wapplyleF,r d1rkf); slen , unmdoubleexF_taeubleF,eeg_bflexF_ ftnlen lebevd_lenia llexF_ableub la_po *zw(_x_ldv clgbevdFev *p, jobzeFoubleF / qmeddab)t); douleeriiflexF_aix lex *z*zw(cldeFdoubleeriforkavmriflexF_u,colexF_bal leublelen , unmdoubleexF_taeubleF,eeg_bflexF_ ftnlen bevd_lenia ltpnt *_riEdoubleicger la_po poxmextended_ldv clgEdlprec_eyppn , v clgbevdFe, oldoubleenFeger bzgbsmriEdoubleFegfo, friE* itn s2doubleeriflexF_aix lex *z*zw(cldeFdoubleerif d1rkffo)colequeForkavm,); spw(clbF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex y unm doubleey,rrkfx,odoubledouble_riEbleFoldoubleenrer driEdriEdoublefon_s cs_niEdreubleF,eeg_bnds cs_eubler*woldoubleublere erif*wol lex *ayrifd*woldoubleeriflexflexF_ /sdoubleerly_tdiaubleF,r*woldouble *zw(jiflexF_bal lthre hleF,r*woldoublethre hlelexF_ /s lexez_ub(clb d1rkffo)iflger e_cwispn , cldeFdoub spdl ftnlen bevd_lenia llexF_ableub la_po leF,r_*llex *wolamdav *p, jobzcoldab); kurkcnt *_/b); l; doubleerifhs ldix lex *z*zw(cldeFdoubleeriforkavm,); spebariEF_ftnlen bevd_lenia llexF_ableub la_ leF,r_*ldv clgEdlFeger bzgtszcoldab); kurkcnt *_/b) r vt,doubleeriflexF_aix lex *z*zw(cldeFdoubleeria ltpnt *_riEdoubleicger la_syamv_ldv clgEdlbevdFev *p, jobzeFoubleFl *czf zw(clbleF /kr qmeddab);r, r vt,doubleerorkavmriflexF_u,colexF_bal lecx,riflexF_ableubleF,dre0dlauebleublycolcfx,odoublcyia llexF_ableub la_sy *zw(_c_ldv clgbevdFev *p, jobzeFoubleF / qmeddab)t); douleeriiflexF_aix lex *z*zw(cldeFdoubleerifxF_avmlpdoubleFdoubleeriflebleFble d1rkffo)capplyleF,r d1rkf); slen , unmdoubleexF_taeubleF,eeg_bndble l ftnlen bevd_lenia llexF_ableub la_sy *zw(_x_ldv clgbevdFev *p, jobzeFoubleF / qmeddab)t); douleeriiflexF_aix lex *z*zw(cldeFdoubleerifxF_avmlpdoubleFdoubledoubledoubl,colcfx,odoubl sleriEddoubledoublebariEduedoubleeriflexF_ ftnlen lebevd_lenia ltpnt *_riEdoubleicger la_sy poxmextended_ldv clgEdlprec_eyppn , v clgbevdFe, oldoubleenFeger bzgbsmriEdoubleFegfo, friE* itn s2doubleeriflexF_aix lex *z*zw(cldeFdoubleerifxF_avmlpdoubleF d1rkffo)colequeriflexF_ableublbleF,r*wolcldoubleubleF,c*woldoubleeriflexF_bal lex ya (cldeFdoubleey,rrkfx,odoubleubrr_riEbleFoldoubleenrer driEdriEdoublefon_nds cs_niEdriEdoublefon_aris_eubler*woldoubleublere erif*wol lex *ayrifd*woldoubleeriflexflexF_ /sdoubleerly_tdiaubleF,r*woldouble *zw(jiflexF_bal lthre hleF,r*woldoublethre hlelexF_ /s lexez_ub(clb d1rkffo)iflger e_cwispn , cldeFdoub spdl ftnlen bevd_lenia llexF_ableub la_sy leF,r_*llex *wolamdav *p, jobzeFv *p, vUP); slefariEddoubledoubl/itn s2 doubleeriflexF_aix lex *zw(cldeFdoubleeriflexF_avmlpdoubleForkavmitn tn e l ftnlen bevd_lenia ltpnt *_riEdoubleicger la_wwaddr_*ldv clgEdlFeorkavmriflexF_u,coorkavmriflexF_iflyleriEddoubledoubleia ltpnt *_riEdoubleicger labr*ldv clgEdlFeger bzgelsdkfoubleF /oeeriflexF_bal lex *zwitn s2 doubleeriflexF/s lexex *zw(cldvcdoubleubleF /nzfoubleF baueeriflexF_pcu tn sbauuqixuedoubleeriflexb)t); douleerexF_d*woldoubleerifleldeFdoubleeyia ltpnt *_riEdoubleicger lacgv*ldv clgEdlFeorkavmriflexF_u,colexF_bal lecxia ltpnt *_riEdoubleicger lacn*ldv clgEdlFeger bzgetc2FelgEleForkavmriflexF_u,coeubleF,eeg_bndsswxdoublesorlkav *p, jobvreFisavw(jps ldoubleubleF,sab r lacs*ldv clgEdlFeger bzgetc2FelgEleForkavmriflexF_u,coeubleF,eeg_bndsswxdoublesorlkav (jps ldoubleubleF,sab r lacp2dvv clgbevdFev *p, jobFeger bzgtda,Fev *p, lefon_nda,Ft); doubleeriflexF2t,); spdia ths ldouble(jps ldoubleubleF,sab r lacpydvv clgbevdFev *p, jobFeger bzgtda,FewoleFegerotn *suba,Ft); doubleeriflexF2t,); spdia ths ldouble(jps ldoubleubleF,sab r lacrmldv clgEdlFeger bzgelsdkf); kurkcnt *_/b); l; doubleerifhs lddoubleueF,c*woldoubleeriflexF_bal lex cbleF, oldoubleericiEduedoubleeriflexF(jps ldoubleubleF,sab r lacrtldv clgEdlFeger bzgetc2FelgEc,colexF_bal lecx,riflexF_aetc2FelgEcycolcfx,odoublcyeriflexF_bal lex cbleFdoubledoubledoubls(jps lDouble Coubledou/ VOIDr ladiv*ldoubledoubledou ret_variflexF_vr qmeddabx,riflexF_aetc2FelgEyia ltpnt *_riEdoubleicger laed0ldv clgEdlqsizeger bzgtda,Fev *p, lefon_diEdreubleF,eeg_bndsiflexF_vr qmeddab*zw(clb/sdoubleeriflexF_pcu tn sqstr eeF, oldoubleeriq *zw(clb/s double l d1rkfdoublle l d1rkfdoublspdia ltpnt *_riEdoubleicger laed7*ldv clgEdlFeger bzgtscutpnwxdoublesorlqsizeg, oldoubleetlvlsFeger bzgtscurl_ba*ega doubcurpbmFev *p, lefon_diEdreubleF,er qmeddab*zw(clb/sdoubleeriflexFs doubh *zw(clvralomndxeerqixdoubleeriflqstr eeFoublesorlqptbleF,r d1rkfprmptbleF,r d1rkfpervs2v *p, jobq givptbleF,r d1rkfgivcotnmm uelsl *czfgivnuex *zw(cldeF lex *blebariEddoubleeriflexF_ d1rkfdoublle l d1rkfdoublspdia ltpnt *_riEdoubleicger laed8*ldv clgEdkeger bzgtda,Feoublesorlqsizeg, bleF,er qmeddab*zw(clb/sdoubleeriflexFs douex *zw(cldvcdoublbh *zv *p, jobq cutpnwxdw(cldvcdoublzx *zw(cldvcdoubldlamleeriflexF2t,); spd q2zw(clb/sdouble2eForkavmitn tn *zw(clvralomndxp*zw(clvralomndxcoiflexF_bal ledxeerF,r d1rkfpervs2*p, jobq givptbleF,r d1rkfgivcotnmqixdoubleeriflgivnuex d1rkfdoublspdia ltpnt *_riEdoubleicger laei*ld d1rkffo)rightv,r d1rkffo)noiniteger bzgtda,FewoleFegerotn *subhbleFoldoubleerihub*zw(cldeF lex *zsrer bzgetc2FelgEleFF,r*woldoubleubleF,c*woluedoubleeriflexFeeriflexF_ bleF,eeg_bndsps3nmqixdoubleeriflsmlnuex d1rkfdoublspdia ltpnt *_riEdoubleicger laesy*ldoubledoubledoueeriflexF2t,); spdia (ciflexF_bal lex cbleFdoubledoubledourt1eFdoubledoubledourt2a (ciflexF_bal lex eveF,leriflexF_bal lex cs1eFdoubledoubledousn1ia ltpnt *_riEdoubleicger laev2*ldoubledoubledoueeriflexF2t,); spdia (ciflexF_bal lex cbleFdoubleldoublet1eFdoubleldoublet2eForkavmitn tncs1eFbleF /kr qmeddab)sn1ia ltpnt *_riEdoubleicger lag2cldv clgEdlFeger bzgelsdkf); kurkcnt *_/b); l; doubleerif qmeddab)sa,Ft); doublsa,Ft); doulspdia ltpnt *_riEdoubleicger lags*ld d1rkffo)uppererif*wol lex *a1eFdoubledoubledounda2eForkavmitn tna3ifhs lddoubleu1eFdoubledoubledoub2eForkavmitn tnb3ariEddoubleeriflecs_ued*woldoubleerifsnueForkavm,); spwsleFdoubledoubledoublsnleFdoubleeriflebseeriflexF_pcu tn ssnqia ltpnt *_riEdoubleicger lagtmldv clgEdlFeger bzgttrsFev *p, bleFewxoubleF /nzl *czf zw(clb/sdoubleeriflex/itn s2 doubleeriflexF_d*woldoubleeriflexFFeorkavmriflexF_u,colexF_bal bleeriflexF_ /s lF_ere0dladoubleeriflexFia ths ldouble(jps ldoubleubleF,sab r lahe*ldv clgbevdFev *p, jobzeFoubleF /oeerdv clgEdkbeFbleF /kr qmeddab)/itn s2 doubleerxF_avmlpdoubleForkavmlue); spdwb); l; doubleew,Ft); doulspdia ltpnt *_riEdoubleicger lahqrmp d1rkffo)wantt,r d1rkffo)wantdger *rerifqdrelexF_vral lex *zw(clvralom/rrex * radoubledouhbleFoldoubleerihubleF /nzfoubleF w,Ft); doulloz*zw(clvralom/rflen , unmdoublern , qixdoubleeriflexF_z*wolcl lex *zw(clzkf); spdia *cger lahr2*ldv clgEdlFeger bzgtsrkfoubleF /oeeriflexF_bal lex *zwitn s2 doubleeriflexF_pcu tn sbaueriflexF_pcu tn sb, qixdoubleeri(nn/sdoubleeriflexfleldeFdoubleeyia ltpnt *_riEdoubleicger lahr*ldv clgEdllFeger bzgtsrkfoubleF /oeeriflexF_bal lex *zwitn s2 doubleeriflexF_pcu tn sbaueriflexF_pcu tn sb, qixdoubleeri(nn/sdoubleeriflexfleldeFdoubleeyia ltpnt *_riEdoubleicger laic1ldv clgEdlolamda, *azggbjeForkavmriflexF_u,coeubleF,eeg_bndssswxd*zw(cldeF lex *zsrer bzgetc2FelgEgammrifhs lddoubleobvsstpeF,fariEddoubledouEdoubleFegfo, friEc__); l d1rkf); spdia *cger lals0ldv clgEdligfo,eerF,r d1rkfnlev *p, bleFew, qixdoubleesq eeFoublesorlmriEdoubleFegfo, friEia ths ldoubleeriflexF_bal lex *zb,colexF_bal blb,colexF_bal pervs2*p, jobq givptblev *p, jobq givcoba*ega doublegcotnmm uelsl *czfgivnuex ega doublegnuex iEddoubleeriflepole erif*wol lex *diflerif*wol lex *difrifhs lddoubleobubleFoldoublee bleF,eeg_bndcbleFdoubleldoubl *zw(clb/s double l iflexF_bal lex *zw(clb/s ); spdia *cger lalsaldv clgEdligfo,eerF,r d1rkfsmlsizeger bzgtda,Fe, oldoubleenriEdoubleFegfo, friEia ths ldoubleerlexF_bal lex *zb,co(cldeFdoubleereeriflexF_ /s lx *zw(cgadoubleeriflexF_ /s lvteger bzgtda kerif*wol lex *diflerif*wol lex *difrifhs lddoublezx *zw(cldvcdoubl pole er*p, jobq givptbleF,r d1rkfgivcotnmega doublegcotnmer bzgtda pervs2m uelsl *czfgivnuex *zw(cleg_bndcbleFdoubleldoubl *zw(clb/s doundble l d1rkfdoublle l d1rkfdoublex *zw(clb/s ); spdia *cger lals*ldv clgbevdFev *p, jobsmlsizeger bzgtda,Feer bzgtd enriEdoubleFe/s lexex *zw(cldvcdoubleububleFegfo, friEia ths ldoubleerifeF,r*woldouble *zw(jths ldoudlFkxd*zw(cldeF lex *zxF_taeubleF,eeg_bndble l d1rkfdoublle l d1rkfdoublspdia llexF_ableub langldvv clgEdlFeger bzgtda,Feoldoublee wxoubleF /nkll d1lexF_balcl lex *ubleeriflexF_dcgadoubleeitn tn e ia llexF_ableub langedvv clgEdlFeger bzgtdaFeger bzgelsdkf); kurkcnt *_/b); l; doubleerifhs lddouble e ia llexF_ableub langtdvv clgEdlFeger bzgtda,Fe/sdoubleeriflex/itn s2 doubleeriflexF_dcgadoubleeriflexF_ia llexF_ableub lanhldvv clgEdlFeger bzhbevdFev *p, jobzeFv *p, vUPml d1lexF_balcl lex *ubleeriflexF_dcgadoubleeitn tn e ia llexF_ableub lanhedvv clgEdlFeger bzhbevdFev *p, jobzeF); kurkcnt *_/b); l; doubleerifhs lddouble e ia llexF_ableub lanhfdvv clgEdlFeger bzhEdlFeger bstrttfFev er bzgtda,FewoleFegerotn *subrifhs lddouble e ia llexF_ableub lanhpdvv clgEdlFeger bzhbevdFev *p, jobzeF); kurkcnt *_/periflexF_ /s lex e ia llexF_ableub lanhsdvv clgEdlFeger bzgtda,Fe/sdoubleeriflexdr, r vt,doubleeriflexF_ableubl e ia llexF_ableub lanhtdvv clgEdlFeger bzgtda,Fe/sdoub/s lexex *zw(cldv_bal lex eia llexF_ableub lansldvv clgEdlFeger bzhbevdFev *p, jobzeFv *p, vUPml d1lexF_balcl lex *ubleeriflexF_dcgadoubleeitn tn e ia llexF_ableub lanspdvv clgEdlFeger bzhbevdFev *p, jobzeF); kurkcnt *_/periflexF_ /s lex e ia llexF_ableub lansydvv clgEdlFeger bzhbevdFev *p, jobzeF); kurkcnt *_/b); l; doubleerifhs lddouble e ia llexF_ableub lantldvv clgEdlFeger bzhbevdFeer bzhdiagFev *p, jobzeFv *p, vUPml d1F); kurkcnt *_/ubleeriflexF_dcgadoubleeitn tn e ia llexF_ableub lantpdvv clgEdlFeger bzhbevdFeer bzhdiagFev *p, jobzeFubleFegerotn *subapo*hs ldoubleu e ia llexF_ableub lantrdvv clgEdlFeger bzhbevdFeer bzhdiagFev *p, jobFeger bzgtda,Fewoe/sdoubleeriflexdr, r vt,doubleerser bzhEdlFeger bstrttfFev er bzgtda,Fewoleadoubleeitn tn e ia llezs(clb/s ); spdia tn tn e ia llexF_ableub lantpdvv clgEdlFeger bzhubleerihubfariEddoubledoubleubfariEddoubledou_ba*ega doubleerii _/b); l; dooorkavmriflexF_iflyleriEddoubledoubleia ltpnt *_riEdoubleicger lpmteerihubleF forwrdeadoubleeitn tn e ia llezs(b r lahe*ldv clgbevdFev *p, jobzhbevdFeeeia ltpnt *_riEdoubleicger lqe idoubleeitn tn e ia llez clgEdlFeger bzgtdaFeger bzghdiagFev *p, jobzeFubleFegerotn *subapo*hs ldorzxF_taeubleF,eegcouble l d1rkfdoubrowcrkf); spdia *cgebllcrkf); spdia *cge jobzes lex *zw(ceia ltpnt *_riEdoubleicger lqeeriflexF_bal lex *zw(clb/s diagFev *p, jobzeFv *p, vUPml d1F); kurkcnt rzxF_taeubleF,eegcoubl l d1rkfdoubrowcrkf)iEbleFoldoubleellcrkf); spdia *cge jobzes lex *zw(ceia ltpnt *_riEdoubleicger lqhbledleF,colcriEddoubledoublbzgtdaFegeeriflexF_pcu tn srn , rldb);b); spdia *t *mzfriEdehs*ldv clgEdlFeger b_bal bleeriflexjobzes lex *zw(ceia ltpnt *_riEdoubleicger lqheoubleFdoubledoubledoubl,colcfx,odoubl sleriEv *p, vUPml d1F); kurkcnt ehs*ldv clgEdlFeger bzhbevFev *p, jobzeFis lex *zw(ceia ltpnt *_riEdoubleicger lqhpoubleFdoubledoubledoubl,colcfx,odoubl sler doubleerifhs ldehs*ldv clgEdlFeger bzhbevFev *p, jobzes lex *zw(ceia ltpnt *_riEdoubleicger lqp2 idoubleeitn tn e ia llez clgEdlFeoffsetexfleldeFdoubleeyia ltpnt *_riEdoublbvsstpeF,fpv l d1rkf); spdia *p, jobzeFouobq givner bzgelsdkf); vn2 l d1rkf); spdia pdvv clgEdlFeger bzhubleerihubfqps idoubleeitn tn e ia llez clgEdlFeoffsetexths ldoudlF doulspdia ltpeldeFdoubleeyia ltpnt *_riEdoublbvsstpeF,fpv lbleeyia ltpnt *_riEdr bzgelsdkf); vner bzgelsdkf); vn2 l d1rkf); spdia auxkffo)wantdger *rer_*ldv clgEdlF, r vt,doubleerorkavmriflexF_qr0eerihubleF /nzfoubleF w,Ft); doulloz*zw(clvralom/rflen , unmdoublern , qixdoubleeriflexF_z*wolcl lex *zw(clzkf); spdia *cger lahr2*ldv clgEdlFeger bzgtsrkfoubleF /oeeriflexF_bal lex *zwitFeger bzgtda,Feoldoub_bal lex *enriEdoubleFe/s lexex *zw(cldvcdoubleububleFegfqr1EddoubledoubleubfariEddoubledlexF_z*wolcl lex *zw(clzkf); spdia * lex cbleFdoubleldou2 l d1rkf); spdia vex *zw(cldvcdoubleububleFegfqr2eerihubleF /nzfoubleF w,Ft); doulloz*zw(clvralom/rflekto lex *zw(clb/boeF,c*woluedou*cger lals0ldv clhiflexF_bal lex *zhger lahr2*ldv clgEdlFeger bzgtsrkfoubleF /oeeriflexF_bal lex *zwitn s2 douriflexFFeorkavbzeFiflexF_aix lexs *zw(clzkf); spdia *vF_z*wolcl lexvF_z*wolcl lndsps3nmqixdoubleergbjeForkavmriflexF_z*wolcl lnkffo)wantdger *rerivF_z*wolcl lexwublspdia ltpnt *_riEoldoub_bal lex *enriex *zw(cldvcdoubleububleFegfqr3eerihubleF /nzfoubleF w,Ft); doulloz*zw(clvralom/rflekto lex *zw(clb/boeF,c*woluedou*cger lals0ldv clhiflexF_bal lex *zhger lahr2*ldv clgEdlFeger bzgtsrkfoubleF /oeeriflexF_bal lex *zwitn s2 douriflexFFeorkavbzeFiflexF_aix lexs *zw(clzkf); spdia *vF_z*wolcl lexvF_z*wolcl lndsps3nmqixdoubleergbjeForkavmriflexF_z*wolcl lnkffo)wantdger *rerivF_z*wolcl lexwublspdia ltpnt *_riEoldoub_bal lex *enriex *zw(cldvcdoubleububleFegfqr4eerihubleF /nzfoubleF w,Ft); doulloz*zw(clvralom/rflen , unmdoublern , qixdoubleeriflexF_z*wolcl lex *zw(clzkf); spdia *cger lahr2*ldv clgEdlFeger bzgtsrkfoubleF /oeeriflexF_bal lex *zwitFeger bzgtda,Feoldoub_bal lex *enriEdoubleFe/s lexex *zw(cldvcdoubleububleFegfqr5eerihubleF /nzfoubleF w,Ft); doulloz*zwkacc22vmlpdoubleF d1rkffo)coleqkto lex *zw(clb/boeF,c*woluedoushft*p, jobzeFoubleF / exF_ /s lvteger bzlexF_z*wolcl lex *zr lahr2*ldv clvralom/rflenbzgtsrkfoubleF /oeerifle_bal lex *zwitFeger bzgtda,FevlexF_bal lex *zkffo)wantdger *rerldvcdoubl pole ez*wolcl lnkffw(clzkf); spdia *cvF_z*wolcl lexwublz*wolcl lndsps3nmqixdoubleerwhfqdrelexF_vral lhex *zw(cldvcdoubleububleFegfqsbledleF,colcriEddoubledoublbzgtdaFegeeriflexF_pcu tn srn , rldb);b); spdia *t *mzfriEdehs*ldv clgEdlFeger b_bal bleeriflexjobzes lex *zw(ceia ltpnt *_riEdoubleicger lqspoubleFdoubledoubledoubl,colcfx,odoubl sler doubleerifhs ldehs*ldv clgEdlFeger bzhbevFev *p, jobzes lex *zw(ceia ltpnt *_riEdoubleicger lqs(jps ldoubleubleF,sab ,colcfx,odoubl sleriEv *p, vUPml d1F); kurkcnt ehs*ldv clgEdlFeger bzhbevFev *p, jobzeFis lex *zw(ceia ltpnt *_riEdoubleicger lr1iflexF_lurkdoubleeriflexoublleeriflexoPml d1lexF_balFoubamb douleerexF_d*woldoubleerifleldeFegcotnmer bzgtdlr bzhbevFev *p, llr bzhbevFev *p,pivubl *zw(clb/s ); apto*p, vUPml d1lexF_briflexFbleF w,Ft); ncubleF,sab ,egcdxp*zw(clvralomndtzp*zw(clvralomnublgmriEv bleF,sab rfariEddoubledorkf); spdia ralomnnrubleFewxoubleF /nresidoublspdia llexF_abqcohpts*ldv clgbevenriex *zw(cldvcdoubleububleFegfr2lgEleForkavmriflexF_u,coeubleF,eei _/b); l; dooorkdoubleicger la_gbamv_ldv clgEdrsFev/sdoubleeriflousn1ia ltpnt *_riEdsbleenriEdoubleFccex *zw(cldvcdoubleububleFegfrcx cbleF, oldoubleericiEduedoubleeev *p, e l d1rkfdoub); l d1 *ldb);b);ibleF,r d1rkffo); l d1 *ldb);b);icifle_bal lex *zcoublspdia llexF_abenriex *zw(cldvcdoubleububleFegfrb lanhpdvddoublflexF_bal lex *zw(clb/s diagFev *p, joFououbleForkavmunckffo)wantdger *rer clgEdlolamda, *azgcifle_bal lex oub)c l d1rkf); spdia pdvv clgEdlFeger bzhubleerihubfrfb lanhpdvddoubloldoubleeriflgtda,Fewroubleububle ivnuevblflexF_bal lex *zw(clb/s bzgtdaFegeitFeger bzgtda,Fevleths ldoudl*zkffo)wantdger *reru tn srn , cldeFdoubleerflexF_z*cifle_bal lex oub)c l d1rkf); spdia pdvvF_z*wolcl lexwdvv clgEdlFeger bzhubleerihubfrfggEleForkavmriflexF_u,coeubleFwolcl lex *zw(clu ldoublEdlFeger bzgbtrsFev *p, dger *rer c clgEdlFeger bzhubleerihubfrfpgEleForkavmriflexF_u,coeubleFwolcl lex *zw(clu ldoublEdlFeger bzgbtrsFev *p, dger *rer c clgEdlFeger bzhubleerihubfrfvdFev *p,ewroubleububleivnuevblflexF_balbleeriflexF_baeitFeger bzgtda,Fevleths ldol*zkffo)wantdger *reru clgEdlolamda, *azg u tn srn , clde clgEdlFeger bzhubleerihubfrfx lanhpdvddoublflexF_bal lex *zw(clb/s w(clzkf); spdia *vF_o)wantdger *rer clgEdlolamda, *azgcifle_bal lex oub)c l d1rkf); spdia pdvv clgEdlFeger bzhubleerihubfrelgEleForkavmriflexF_u,coeubleF,eeg_bndsswxdoubeerii _/b); l; dooorkavmriflexF_iflyleriEddoublecmv_ldv clgEdrsFcex *zw(cldvcdoubleububleFegfrnbleu srn , dit); doubleeise_avml tn srn ,fos(b r lahe*ldv cex *zw(cldvcdoubleububleFegfrrlgEleForkavmriflexF_udkf); vnmdoubleubleFoldoubleleerexF_d*woldoubleerifleldeFegcotnmer bzgtdpivubl * doubleeispligbjeForkavmrif lex *zw(clbdlle l d1rkfdotnp*zw(clvralomnublrg doubleerifhs ldrto*er bzgelsdkf); old1rkfgivcotnmqixdokfgivcotnmqixer hps*okfgivcotnmqixglgggbakF,forkablociEdoubleFe/s ldexxdokfgivcotnmqieFes bzghdiagFev *p, jobibleF,r d1rkffo); nitn cul d1rkf); spdia clgbevenribleenriEdoubleenriEdoubleFe/s lexex *zw(cldvcdoubleububleFegfrscl2 idoubleeitn tn e ia llezleerexF_d*woldoubs(b r lahe*ldv clgbevdFev *p, ex *zw(cldvcdoubleububleFegfrtg tncs1eFbleF /kr_riEdoubleicger lag bzhbevFev *p, cexF_ /s lvteger bzsriflexF_u,coeubleFrlmriEdoubleFegfo, friEia ths rtlgEleForkavmriflexF_u,coeubleF,eeg_bndsswxdoubeerii _/b); l; dooorkavmriflexF_iflyleriEddoublecmv_lia ltpnt *_riEdsbleenriEdoubleFccex *zw(cldvcdoubleububleFegfrz lanhpdvddoublflexF_bal lex *zw(clb/s bevdFev *p*zw(clzkf); spdia *vF_z*wolcl lunckffo)wantdger *rer clgEdlolamda, *azgxF_able_bal lex *zcou d1rkf); spdia pdvv clgEdlFeger bzhubleerihubfrzb lanhpdvddoubloldoubleeriflgtda,Fewroubleububle ivnuevblflexF_bal lex *zw(clb/s bzgtdaFegeitbevdFev *p*zdiagFev *p, joFououbleForkavm*zkffo)wantdger *reru tn srn , cldeFdoubleerflexF_z*cifleal lecx,riflexF_aetc2F); spdia pdvvF_z*wolcl lexwdvv clgEdlFeger bzhubleerihubfrzvdFev *p,ewroubleububleivnuevblflexF_balbleeriflexF_baeitFeger bzgtda,Fevleths ldol*zkffo)wantdger *reru clgEdlolamda, *azg u tn srn , clde clgEdlFeger bzhubleerihubfscl*woldoublF_avmlpdoubleF dger bzgtdaFeger bzgelsdkfdoublecfroa *cger lals*ldvteubleF,sab r lacrmldv clgEdlFeger bzgelsdkf); kurkcnt *_/oubleFe/s lexex *zw(cldvcdoubleububleFegfscl2 idoubleeitn tn e ia llezleerexF_d*woldoubs(b r lahe*ldv clgbevdFev *p, ex *zw(cldvcdoubleububleFegfsetjps ldoubleubleF,sab r lacrmldv clgEdlFeger bzgelsdkfolcl lex *zw(clu ldoueeriflexF_ d1rkfeddab e l d1rkfdoub);ex *zw(cldvcdoubleububleFegfsr lanhpdvddoubloldoubpivotflgtda,FewroubleleF,sab r lv bleF,sab nlyleriEddoublecmv_lia ltprkcnt ehs*ldv doubl sleriEv *p, vUPml d1ex *zw(cldvcdoubleububleFegfssqgEleForkavmriflexF_u,coeubleF,eeg_bndsswxdoubeerii _/b)clgEdlFeale_lia ltprkcnt eumseriflex/itn s2 doubleeriflexswpgEleForkavmriflexF_u,coeubleFw); kurkcnt *_/vralom/rflekublleeriflexkbq givptbleFlpdoubleForkavmunublesorlkav *p, jobvreFisavw(jsyorkavmlue); spdwb); l; doubleew,Ft); doulspdia ltpnt *_riEdoubleicger lahqrmp d1rkffo)wantt,r d1rkffo)wantdger *rerifqdrelexF_vral lex *zw(clvralom/rrex * radoubledouhbleFoldotia ls ldoubleubleF,sab ,colcfx,odoubl sleriEv *p, vUPml d1F)nt *_riEdsoubledounda2eForkavmitn tna3ifhs lddoubleu1eFdoubledoubledtboubleeriflexF_boldoubleeriflgtda,Fewoleaububle r bsbl * doubleeublbzgtdaFegeeriexF_pcu tn srn , rldb);b); spdias(b r lahe*ldv clgi _/b)clgEdlFeale_lia ltprkcnt c jobzeFv *p, vU3ifhs lddoubleu1eFdoubledoubledtdfleu srn , ubleobvsstpeF,,colcfx,odoubl sleriflexF_bal lex *zwitFeger bzgtda,Fekxd*zw(cldeF lex rdsia *cger lals*ld rds); spgivptbleFlpdoubleForkavmjpdos lddoubleu1eFdoubledoubledtpoubleeriflexF_boldoubleeriflgtda,Fewoleaububle r bsbl * doubleeubllcfx,odoubl sler dob r lahe*ldv clgi _/b)clgEdl ieale_lia ltprkcnt c jobzeFv *p, vU3ifhs lddoubleu1eFdoubledoubledtrkfdoubleubleF,r d1rkf); spdbleew,Ft); sbauuqixuedoubleeriflexb)t); douleerexF_d*wohs*ldv clgbevdFev *p, jobzeFoubleF / qmF_z*wolcl lexws lddoubleu1eFdoubledoubledtroubleeriflexF_boldoubleeriflgtda,Fewoleaububle r bsbl * doubleeubllcfx,odoubl sleriflexb)t); douleerexahe*ldv clgrii _/b)clgEdlFeale_lia ltprkcnt c jobzeFv *p, vU3ifhs lddoubleu1eFdoubledoubledtrz idoubleeitn tn e ia llez clgEdlFep*zw(clzkf); spdia * ltpnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtds lddoubleu1eFdoubledoubledtzm lanhpdvddoublflexF_bal lex *zw(clb/s w(clzkf); spdia *vF_z*wolcl lunckffo)wantdger *rer clgEdlolamda, *azgxF_lex cbleFdoubleldocbq givptbleF,rcou d1rkf); spdia pdvv clgEdlFeger bzhubleerihubfuuspdia *cger hrts*ldv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubifhs lddoubleu1eFdoubledoubleduumpdia *cger hrts*ldv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubifhs lddoubleu1eFdoubledoublpbzfotndoubleubleexF_tau ldoublbzgtdaFegeeriflexF_pcu tn srn , rldb);b); spdia *t *mzfriEdlFeger bzhbevFev *p r jobzeFiflexF_aix lex/ qmeddaperiflexF_ /s lexex *zw(cldvcdoubleubleF,d*woldoubleubllpbequledleF,colcriEddoubledoublbzgtdaFegeeriflexF_pcu tn srn , rldb);b); spdia *t *mzfriEdehs*ldv clgEdlFeger b_bal bleeriflexjobzeex *zw(cldvcdoubleubleF,d*woldoubleubllpb unmotnitn cuths ldoubleeriflexF_bakavml tn srn bal lex *zw(clb/sdoubleelFeger bzgelsFev *p, bleFewxwonitn cl *czf zw(clb/sdou l d1 *ldb);b);ibleF,r d1rkffo); l d1 *ldb);b);ieeriflexF_ d1rkfds*ldv clgEdler *eypoxmplex *wolamda bzgerfsxFev *p, bleFebzhbevFev *p r/s lexex *zw(cldvcdoubleubleF,d*woldoubleubllpbstorkavmlue); spdwb); l; doubleew,Ft)eeriflexF_pcu tn srn , rldb);b); spdiaex *zw(cldvcdoubleubleF,d*woldoubleubllpbsoubleeriflexF_bal lex *zw(clb/s ); kavml tn srn bal lex *zw(clb/sdoubleelFeger bzgelsFev *p, bleFewxwonitcl *czf zw(clb/sdiaex *zw(cldvcdoubleubleF,d*woldoubleubllpbsoldtn srF,r*woldoubleubleF,c*woluedoubleeriflexF_kpdl ftnlen bevl lex *zw(clb/sdoubleelFeger bzgelsFev *p, bleFewxwonitn cl bleF / qmeddafbzes lex *zw(c_lia ltprkcnt ehs*ldv doubl slelFeger bzgeudl*zwdoublebariEdreubleF,eeg_bnds czfo erer doubleubleF,eebzhbevFev *p er *eypoxmplex *wolamda bzgerfsxFev *p, bleFebzhbevFev *poldoubleenriEdoubleFegfo, friEia ths ldoubleerlpb; spdia *cger hrts*ldv clgbebleew,Ft)eeriflexF_pcu tn srn , rldb);b); spdiaex *zw(cldvcdoubleubleF,d*woldoubleubllpb hptsildv clgbevdFev *p, jobbleew,Ft)eeriflexF_pcu tn srn , rldb);b); spdiaex *zw(cldvcdoubleubleF,d*woldoubleubllpb h unmotnitn cuths ldoubleeriflexF_bakavml tn srn bal lex *zw(clb/sdoubleelFeger bzgelsFev *p, bleFewxwonitcl *czf zw(clb/sdiaex *zw(cldvcdoubleubleF,d*woldoubleubllpf hptsildv er bzhbevdFev *p, jobzeF); kurkcnt *_/periflexF_ /ex *zw(cldvcdoubleubleF,d*woldoubleubllpf hitsildv er bzhbevdFev *p, jobzeF); kurkcnt *_/periflexF_ /ex *zw(cldvcdoubleubleF,d*woldoubleubllpf hstsildv er bzhbevdFev *p, jobzeF); kurl tn srn bal lex *zw(clb/sdoublee l d1 *ldb);b);ibleF,r d1rkffo); ex *zw(cldvcdoubleubleF,d*woldoubleubllpozfotndoubleubleexF_tau ldoubleeriflexF_Feger iEv *p, vUPml d1F); kurkcnt lFeger bzhbevFev *p, jobzeFiflexF_aix lex *zapo*hdaperiflexF_ /s lexex *zw(cldvcdoubleubleF,d*woldoubleubllpoequle doubleeubllcfx,odoubl sleriflexb)t); douubleerifhs ldehs*ldv clgEdlFeger bzhbevFev *p, jobzeex *zw(cldvcdoubleubleF,d*woldoubleubllpoequble doubleeubllcfx,odoubl sleriflexb)t); douubleerifhs ldehs*ldv clgEdlFeger bzhbevFev *p, jobzeex *zw(cldvcdoubleubleF,d*woldoubleubllpo unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/sdoubleeltpnt *_riEdoubleicger laic1ldvr_*ldv clgEdlFeorkavl d1 *ldb);b);ibleF,r d1rkffo); l d1 *ldb);b);ieeriflexF_ d1rkfd*ldv clgEdler *eypoxmplex *wolamda bzgerfsxFev *p, bleFebzhbevFev *p r/s lexex *zw(cldvcdoubleubleF,d*woldoubleubllp2doublbleeriflexF_boldoub*zw(c_lbzeF); kurl tn srn bal lex *zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvr_*ldv clgEdlb/sdo_lia ltprkcnt ehs*ldv doubl slelFeger bzgeffo); l d1 *ldb);b);ieerv bleF,sab czfo erer doubleubleF,eebzhbevFev *plamda l tn srn bal_ lexbndlexflexF_ /sdoubleerxbndleFegeexflexF_ /sdoubleerlyxbndleldb)yrifd*woldoublparamehs*ldv clgEdlparamehs*ldv F_aix lex *zapo*hdaperiflexF_ /s lexex *zw(cldvcdoubleubleF,d*woldoubleubllpodoubleeriflexF_bal lex *zw(clb/s ); spdia *cger hphs*ldv cl pnt *_riEdoubleicger laic1ldvr d1rkffo)obvsrvewxdoublesorleFLx * radoubledouhbleFoldoubpodoldtn srF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex *zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvr_*ldv clgEdlb/sdo_ls lex *zw(c_lia ltprkcnt ehs*ldv doubl slelFeger bzgeegcotnmm uelsl *czfgivneF,eeg_bnds czfo erer doubleubleF,eebzhbevFev *pger hps*ldv clgEdlFeger bzcposvFev *p, vUPm,doubleF /srkfo, friE*x lex *zw(cldtn srn , unmotnitnia ths podolldtn srF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex *zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvr_*ldv clgEdlb/sdo_ls lex *zw(c_lia ltprkcnt ehs*ldv doubl slelFeger bzgeegcotnmm uelsl *czfgivneF,eeg_bnds czfo erer doubleubleF,eebzhbevFev *pdeFdourkfds*ldv clgEdllamda l tn srn l_ lexbndlexflexF_ /sdoubleerxbndleFegeexflfds*ldv clgEdlrlyxbndleldb)yrifd*woldoublparamehs*ldv clgEdlparamehs bzgbtrsFev *p, bleFewxoubleF /nkll d1lexdoublesorleFLx * radoubledouhbleFoldoubpo; spdia *cger hrts*ldv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubifhs lddoubleu1eFdoubledoublpo hptsildv clgbevdFev *p, jobzeFoubleF / qmeoubleF / qmeddab); l; doubifhs lddoubleu1eFdoubledoublpo hd1rkf); spdia *cger hphsomplex *wolamdav *poubleF / qmeddab); l; doubifhs lddoubleu1eFdoubledoublpo h unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/sdoubleeltpnt *_riEdoubleicger laic1ldvr d1rkffo)obvsrvewxdoublesorleFLx * radoubledouhbleFoldoubppzfotndoubleubleexF_tau ldoubleeriflexF_Feger doubleerifhs ldlFeger bzhbevFev *p, jobzeFiflexF_aix lexleFewxoubleF /nkudll d1lexdoublesorleFLx * radoubledouhbleFoldoubppequledleF,colcriEddoubledoubleeriflexF_Feger doubleerifhs ldehs*ldv clgEdlFeger bzhbevFev *p, jobzeex *zw(cldvcdoubleubleF,d*woldoubleubllp, unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/sdoubleeriflexF_ /s loublerrkfxeicger laic1ldvr d1rkffo)obvsrvewxoublebariEdreubleF,eeg_bnds czfo erer doubleuer *eypoxmplex *wolamda bzgbtrsFev *p, bleFewxoubleF /nkll d1lexdoublesorleFLx * radoubledouhbleFoldoubpldoubleeriflexF_bal lex *zw(clb/s ); spdia *cger hphs*ldv clgEdl d1 *ldb);b);ibleF,r d1rkffo); ex *zw(cldvcdoubleubleF,d*woldoubleubllpw(cldtn srF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex *zw(clb/sdoubleeriflexF_ /s lex *zw(clbs lex *zw(c_lia ltprkcnt ehs*ldv doubl slelFeger bzgeffo); l d1 *ldb);b);ieeriflexF_ d1rkfd*ldv clgEdl d1rkf); spdia *cger hpts*ldv clgbevdFev *p, jobzeFoubleF / qmeddaperiflexF_ /s lexex *zw(cldvcdoubleubleF,d*woldoubleubllpr hptsildv clgbevdFev *p, jobzeFoubleF / qmeddapiflexF_avmlvcdoubleubleF,d*woldoubleubllpr hd1rkf); spdia *cger hphsomplex *wolamdav *p, jobzeFv *p, vvcdoubleubleF,d*woldoubleubllpr h unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/sdoubleeriflexF_ /s loublebleF,r d1rkffo); ex *zw(cldvcdoubleubleF,d*woldoubleubllps; spdia *cger hrts*ldv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doupdoubleForkavmclgEdlFeger flexF_tteger bzgtda,Fewol/s lexex *zw(cldvcdoubleubleF,d*woldoubleubllps hptsildv clgbevdFev *p, jobzeFoubleF / qmeoubleF / qmeddab); l; doupdoubleForkavmclgEdlFeger flexF_tteger bzgtda,Fewol/s lexex *zw(cldvcdoubleubleF,d*woldoubleubllpt,sab r lacp2dvv clgbeF_d*woldoubleerifleF / qmedoubleerifhs ldlFeger bzhbevFev *p, jobzeFiflex /srkfo, friE*x lex *zw(cldtn srn , unmotnitnia ths pthub*zw(cldeleF F, oldoubleeriq *zw(clb/s double l d1rkfdoublle l d1rkfdoublsrifle_bal lex *zwitFeger clgbevenribleenriEdoubleldtn srn , unmotnitnia ths pt unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clF_d*woldoubleerifleF / qmedo*zw(clF_d*wol_riEdoubleicger laeorkavl d1 *ldb);b);ibleF,r d1rkffo); l d1 *ldb);b);ieeriflexF_ d1rkfd*ldv clgEdler *eypoxmplex *wolamda bzgerfsxFev *p, bleFebzhbevFev *p r/s lexex *zw(cldvcdoubleubleF,d*woldoubleubllptsiflexF_lurkdoubleeriflexFkxd*zw(cldeF lex *zxF_oubledoueeriflexF2iflexF_ /s loublebleF,r d1rkffo); ex *zw(cldvcdoubleubleF,d*woldoubleubllpt(cldtn srF,r*wolds ldoubleeriflexF_balcl lex *zw(clF_d*woldoubleerifleF / qmedo*zw(clF_d*wol_riEdoubleicger laeorkavl d1 *ldb);b);ibleF,r d1rkffo); l d1 *ldb);b);ieeriflexF_ d1rkfd*ldv clgEdl d1rkf); spdia *cger hpts*ldv clgbevdFev *p, jobzeFoubleF / qmeddaperiflexF_ /s lexex *zw(cldvcdoubleubleF,d*woldoubleubllpt hpts r lacp2dvv clgbeF_d*woldoubleerifleF / qmedoubex *zw(cldvcdoubleubleF,d*woldoubleubllpt h unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clF_d*woldoubleerifleF / qmedo*zw(cl laic1ldvr d1rkffo)obvsrvewxdoublesorleFLx * radoubledouhbleFoldoubptts2 idoubleeitin cuths ldoubleeriflexF_balcl lex *zw(clF_d*woldoubleerifleF / qmedo*zw(cl laic1ldvr d1rkffo)obvsrx * radoubledouhbleFoldoubroeFdoubledoubledoubls(jps lDouble Coubledou/ VOIDr ladiv*ldoubledoubledou ret_variflexF_vr doublecmv_lia ltpnt *_riEdsx * radoubledouhbleFoldoubspzfotndoubleubleexF_tau ldoubleeriflexF_Feger doubdou ret_va,coorkavmriflexF_lFeger bzhbevFev *p, jobzeFiflexF_aix lex *zapo*hdoublesorleFLx * radoubledouhbleFoldoubspmoubleeriflexF_bal lex *zw(ceeriflexF_Feger olcl lx *zw(clb/sdoubleeriflexF_ /s loubleEdlFeger bzgbtrsFev *p, dger *rer eeriflexF_ d1rkfeddabiflexF_aix lex *z*zwradoubledouhbleFoldoubsprubleeriflexF_bal lex *zw(ceeriflexF_Feger olcl lx *zw(clb/sdoubleEdlFeger bzgbtrsFev *p, dger *rerapz*zwradoubledouhbleFoldoubspr unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/sdoubleeriflexF_ /s loublerrkfxdou ret_va,coorkavmridger *rer eleF,r d1rkffo); l d1 *ldb);b);ieeriflexF_ d1rkbzhbevFev *pger hps*ldv clgEdlFeger bzcposvFev *p, vUPm,doubleF /srkfo, friE*x lex *zw(cldtn srn , unmotnitnia ths sldoubleeriflexF_bal lex *zw(clb/s ); spdia *cger hphs*ldv clgEddou ret_va,coorkavmridger *rerr d1rkffo)obvsrvewxdoublesorleFLx * radoubledouhbleFoldoubsw(cldtn srF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex *zw(clb/sdoubleeriflexF_ /s lex *zw(clbdou ret_va,cooravl d1 *ldb);b);ibleF,r d1rkffo); l d1 *ldb);b);ieeriflexF_ d1rkfd*ldv clgEdl d1rkf); spdia *cger hpts*ldv clgbevdFev *p, jobzeFoubleF / qmeddaperiflexF_ /s lexex *zw(cldvcdoubleubleF,d*woldoubleubllsr hptsildv clgbevdFev *p, jobzeFoubleF / qmeddapiflexF_avmlpdoubleForkavmuncdoubleubleF,d*woldoubleubllsr hd1rkf); spdia *cger hphsomplex *wolamdav *p, jobzeFv *p, v1rkffo)wantdger *reris lexex *zw(cldvcdoubleubleF,d*woldoubleubllsr h unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/sdoubleerifdou ret_va,coorkavmridger *rerr d1rkffo)obvsrvewxdoublesorleFLx * radoubledouhbleFoldoubstedc*zw(cldeleF F, oldoubleeriq *zw(clb/s double l d1rkfdoublle l d1rkfdoublsrifle_bal lex *zwitFeger dger *reris lexbleF / qmed/ qmeddaperiflexF_ /s lexex *zw(cll/nkll d1lexF_balcl lex bleF / qmedeenriEdoubleFe/s lexex *zw(cldvcdoubleububleFestegrubleerifjobzldoubleurleub, oldoubleeriq *zw(clb/s alcl lex *ublkfdoublle l d1kfdoubvnmdoubleubleFoldouboubleFe/s lvewxdoublesorlnp*zw(clvralomnabstlle l d1rkfder bzhbevFev *pwrkdoubleicger la_gbamv_ldv clgEdo); nitn cul d1rkf); spdia clgbevenribleenriEdoubl*enriEdoubleFe/s /s lexex *zw(clleenriEdoubleFe/s lexex *zw(cldvcdoubleububleFesteiab r lacp2dvv clgbeF_d*woldoubleerifkfdoublleeForkavmrif lebzhbevFev *pwrkoubleFe/s blociEdoubleFe/s spligbjeF l d1rkfdoublsrifle_bal lex *zwitFeger clgbevenribl1lexF_balcl lex bleF / qmeifailEdoubleFe/s lexex *zw(cldvcdoubleububleFestemrubleerifjobzldoubleurleub, oldoubleeriq *zw(clb/s alcl lex *ublkfdoublle l d1kfdoubvnmdoubleubleFoldouboubleFe/s lvewxdoublesorlnp*orkavmrif lebzhbevFev *pwrk l d1rkfdoublsrifle_bal lex lb/sF, oldoubleerzc nitn cul d1rkf); sbleF w,Ftryrac spdia clgbevenriblee nriEdoubl*enriEdoubleFe/s /s lexex *zw(clleenriEdoubleFe/s lexex *zw(cldvcdoubleububleFesteub*zw(cldeleF F, oldoubleeriq *zw(clb/s double l d1rkfdoublle l d1rkfdoublsrifle_bal lex *zwitFeger clgbevenribleenriEdoubleldtn srn , unmotnitnia ths syzfotndoubleubleexF_tau ldoubleeriflexF_Feger iEv *p, vUPml d1F)dou ret_va,coorkavmriflexF_lFeger bzhbevFev *p, jobzespdia ltpnt *_riEoldoub_bal lex eldtn srn , unmotnitnia ths syequbles ldoubleubleF,sab ,colcfx,odoubl sleriEv *p, vUPml d1F); kurkcnt ehs*ldv clgEdlFeger bzhbevFev *p, jobzeFidia ltpnt *_riEoldoub_bal lex eldtn srn , unmotnitnia ths symoubleeriflexF_bal lex *zw(ceeriflexF_Feger olcl lx *zw(clb/sdoubleeltpnt *_riEdoubleicger laic1ldvle Coubledou/ VOIDr ladiv*ldoubledoeeriflexF_ d1rkfeddabiflexF_aix lex *z*zwradoubledouhbleFoldoubsyrubleeriflexF_bal lex *zw(ceeriflexF_Feger olcl lx *zw(clb/sdoubleEdlFeger bzgbtrsFev *p, dger *reraltpnt *_riEdouz*zwradoubledouhbleFoldoubsyr unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/sdoubleeltpnt *_riEdoubleicger laic1ldvr_*ldv clgEdlFeorkavdou ret_va,coorkavmridger *rerr d1rkffo)obvsrve*zw(clb/sdoubleEdlv *p, vUPml dfo erer doubleuer *eypoxmplex *wolamda Feger dger *reris lexblddaperiflexF_ /s lexex *zw(cldvcdoubleubleF,d*woldoubleubllsydoublbleeriflexF_boldoub*zw(c_lbzeF); kurl tn srn bal lex *zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvr_*ldv clgEdlb/sdo_ldou ret_va,coorkavmriflexF_ehs*ldv doubl slelFeger bzgeegcotnmm uelsl *czfgivneF,eeg_bnds czfo erer doubleubleF,eebzhbevFev *plamda bbzeF); k_ lexbndlexflexF_ /sdoubleerxbndleFegeexflexF_ /sdoubleerlyxbndleldb)yrifd*woldoublparamehs*ldv clgEdlparamehs*ldv F_aix lex *zapo*hdaperiflexF_ /s lexex *zw(cldvcdoubleubleF,d*woldoubleubllsydoubleeriflexF_bal lex *zw(clb/s ); spdia *cger hphs*ldv cl pnt *_riEdoubldou ret_va,coorkavmridger *rerr dv *p, vUPml drve*zw(clb/sdoubleoldoub_bal lex *enriEdoubleFe/s lexex *zw(cldvcdoubleububleFesydoldtn srF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex *zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvr_*ldv clgEdlb/sdo_ldou ret_va,coorkavmridger *rerr d1rkffo)obvsrve*zw(clb/sdoubleEdlv ,eeg_bnds czfo erer doubleubleF,eebzhbevFev *per *eypoxmplex *wolamda bzgbtrsFev *p, bleFewxeF / qmed/ qmeddaperiflexF_ /s lexex *zw(cl lexex *zw(cldvcdoubleububleFesydolldtn srF,r*woldoubleubleF,c*woluedoubleeriflexF_bal lex *zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvr_*ldv clgEdlb/sdo_ldou ret_va,coors lex *zw(c_lia ltprkcnt ehs*ldv doubl slelFev *p, vUPml drve*zw(clb/sdoubleeF,eeg_bnds czfo erer doubleubleF,eefd*ldv clgEdl eFdourkpoxmplex *wolamda bzeF); k_ lexbndlexfle l d1rkfdoublerxbndleFegeexflexF_ /sdoublrlyxbndleldb)yrifd*woldoubbalparamehs*ldv clgEdlparamehs*ldv F_aix lex bleFebzhbevFev *poldoubleenriEdoubleFegfo, friEia ths ldoubleerlsy; spdia *cger hrts*ldv clgbevdFev *p, jobzeFoubleF / qmeddab); l; doubpdoubleForkavmuncdoubleubleF,d*woldoubleubllsy hptsildv clgbevdFev *p, jobzeFoubleF / qmeoubleF / qmeddab); l; doub1rkffo)wantdger *reris lexex *zw(cllldoubleenriEdoubleFegfo, friEia ths ldoubleerlsy;hd1rkf); spdia *cger hphsomplex *wolamdav *poubleF / qmeddab); l; doub1rkffo)wantdger *reris lexex *zw(cldvcdoubleubleF,d*woldoubleubllsy h unmotnitn cuths ldoubleeriflexF_balcl lex *zw(clb/sdoubleeltpnt *_riEdoubldou ret_va,coorkavmridger *rerr dv *p, vUPml drveex *zw(cldvcdoubleubleF,d*woldoubleublltbzfotndouble clgEdlFeger bzhbevdFeer bzhdiagFev *p, jobiagFev *peeriexF_pcu tn srn , rldb);b); spdiabzhbevFev *p, jobzespdia ltpnt *_riEoldoubdaperiflexF_ /s lexex *zw(cl lexex *zw(cldvcdoubleububleFetb unmotnitn cutholdoubleeriflgtda,FewoleaiagFev *p, jobiagFev *peeriiflexF_balcl leexF_pcu tn srn , rldb);b); spdiaavl d1 *ldb);b);ibleF,r d1rkffo); l d1 *ldb);b);ieeriflexF_ d1rkfd*ldv clgEdler *eypoxmplex *wolamda bzgerfsxFev *p, bleFebzhbevFev *p r/s lexex *zw(cldvcdoubleubleF,d*woldoubleublltb h unmotnitn cutholdoubleeriflgtda,FewoleaiagFev *p, jobiagFev *peeriiflexF_balcl leexF_pcu tn srn , rldb);b); spdiaavl d1 *ldb);b);ibleF,r d1rkffo); ex *zw(cldvcdoubleubleF,d*woldoubleublltfsd*woldoubleerihbevdFev ddoubloldoubn cutholdoubleeriflv ,gtda,FewoleaiagFev *p lex *zw(clb/s diagFev *p, jobzolcl lx *zw(clb/sdoubleeltl d1 *ldb);b);ibleF,r d1rkffo)oubleubleF,d*woldoubleublltf hitsildv er bzhbevdFev *p, jogtda,FewoleaiagFev *p, job *zw(clb/sdoublee pnt *_riEdvcdoubleubleF,d*woldoubleublltftb lantrdvver bzhbevdFev *p, jobzeF); kurkcnt *_/periflexF_r_riEdoubleicger laerifdou ret_vavcdoubleubleF,d*woldoubleublltftbrlantrdvver bzhbevdFev *p, jobzeF); kurkcnt *_/periflexF_r_riEdoubleicger laeltpnt *_riEdoubldou ret_vavcdoubleubleF,d*woldoubleublltgevc*zw(cldeddoubloldoubhowmny sbleF w,Fselouble bbzeF); k_lia ltpnt *_riEdsltpnt *_riEdo leexF_pcu tn srn rifdou ret_udl*zriflexF_ /s lex *zvble l d1rkfdov*p, vUPml d1lexF_bvda l tn srn badovda l tn srn mclgEdlFeger bzg*ldv F_aix lex bleFebzhbevFev *poldoubleeldou ret_vavcdoubleubleF,d*woldoubleublltgex2eerihubleF /nzqoubleF w,Ft); doulloz*zw(clvr*zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvlFeger bzgeegcotnmm uelsl *czfgivnpdia ltpnt *_riEdoubleicger laedrifle_bal lex *zwit bbzeF); j1bldou ret_vavcdoubleubleF,d*woldoubleublltgexceerihubleF /nzqoubleF w,Ft); doulloz*zw(clvr*zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvlFeger bzgeegcotnmm uelsl *czfgivnpdia ltpnt *_riEdoubleicger laedrifle_bal lex *zwit bbzeF); ift); doubleeilt); doubleeivcdoubleubleF,d*woldoubleublltgsenleu srn , ubleorihubleF /nzqoubleF w,Ft); dxFbleF w,Fseloublecger hphsomplex *wolamdav *poupnt *_riEdoublavl d1 *ldb);b);ibleF,r d1rkffo); l d1 *ldb);b);iwolcl lex *zw(clu ldoubleeriflexF_ d1rkfeddabpdia ltpnt *_riEdoubleicger laedrifle_bal lex lb/sF, oldoubleeer bzhbevFev *ppegcotnmer bzgtdp*eypoxmplex *wodiorkavl d1 *ldb);b);ioldoub_bal lex *enriEdoubleFe/s /s lexex *zw(clleenriEdeenriEdoubleFegfo, friEia ths ldoubleerltgsjaubleerifjobubloldoubjobvbloldoubjobq, oldoubleeer eenriEdoublplecger hphsompiagFev *peexex *zw(cllcolcfx,odoubl sleriEv *p, vUPml d1F); kuldb);b);ibleF,r d1rkffo); l d1 *flexF_ttedouubleerifhs ldttedia *t *mzfriEdlolcl lex *zwex *wolariflexF_ d1rkfeddab ldvcdoubl pole er*p, j d1lexF_bvle l d1rkfdovflexF_ d1rkfeddabpdiv *p, vUPml diEdoubleicger laed/s lexex *zw(clncycle; doubleeivcdoubleubleF,d*woldoubleublltgsnaubleerifjobbloldoubhowmny sbleF w,Fselouble bbzeF); k_lia ltpnt *_riEde pnt *_riEdoubleicger laic1ldvlFeger bzgeudl*zwdoublebariEdreublvble l d1rkfdov*p, vUPml d1lexF_bvda l tn srn badovda ; kurkcnt ehs*ldv clgEdldiorkl tn srn mclgEdlFeger bzgavl d1 *ldb);b);ioldoub_bal lex *enriEdoubleFe/s /s lexex *zw(clivcdoubleubleF,d*woldoubleublltgsy2lantrdvver bzexex *zw(cliubleobvsstpeF,ma l tn srn bak_lia ltpnt *_riEde pnt *_riEdoubleicger laic1ldvlFeger bzgeegcotnmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia dable_bal lex *zbzespdia ltpnt *_riEele_bal lex *zlle l d1rkfdoubls_*ldv clgEdlF,doubleerifhs ldeeale_lia ltprkcnt rdsia *cger lals*ldrds); spgivptbleFw(cldtn srn , unmotnitnia ths tgsyllantrdvver bzexex *zw(cliubleobvsstpeF,ma l tn srn bak_lia ltpnt *_riEde pnt *_riEdoubleicger laic1ldvlFeger bzgeegcotnmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia dable_bal lex *zbzespdia ltpnt *_riEele_bal lex *zlle l d1rkfdoubls_*ldv clgEdlF,doubleerifhs ldeeale_lia ltprkcnt diorkl d1 *ldb);b);ioldoub_bal lex badenriEdoubleFe/s /s lexex *zw(clivcdoubleubleF,d*woldoubleublltpzfotndouble clgEdlFeger bzhbevdFeer bzhdiagFev *p, jobEdoubleicger laeriferer doubleubleF,eebzhbevF_aix lex bleFebzhbevFev *udll d1lexdoublesorleFLx * radoubledouhbleFoldoubtpr unmotnitn cutholdoubleeriflgtda,FewoleaiagFev *p, jobiagFev *pl lex *zw(clb/sdoubleeriflexF_ /s lex *zlFeger bzgeegcotnmm uelsl *czfgivneF,eeg_bnds czfo erer doubleuer *eypoxmplex *wolamda bzgbtrsFev *p, bleFewxoubleF /nkll d1lexdoublesorleFLx * radoubledouhbleFoldoubtr hd1rkf); spdia *evdFeer bzhdiagFev *p, jobEdoubleicger laerifdoublesorleFLx * radoubledouhbleFoldoubtr h unmotnitn cutholdoubleeriflgtda,FewoleaiagFev *p, jobiagFev *pl lex *zw(clb/sdoubleeriflexF_ /s lex *zlFeger bzgeegcotnmmdoublesorleFLx * radoubledouhbleFoldoubtr tptsildv er bzhbevdFev *p, jobzeF); kurkcnt *_/periflexF_riflexF_ /s lex *zwrfifdoublesorleFLx * radoubledouhbleFoldoubtr trubleeriflexF_bal lex *zw(ceeriflexF_Feger pclvr*zw(clb/sdoublee pnt *_riEdoubldoublesorleFLx * radoubledouhbleFoldoubtrzfotndouble clgEdlFeger bzhbevdFeer bzhdiagFev *p, jobEdoubleicger lae pnt *_riEdoubleicgerFev *p, jobzeFiflexF_aix lex *zapo*houbleF /nkll d1lexdoublesorleFLx * radoubledouhbleFoldoubtrevc*zw(cldeddoubloldoubhowmny sbleF w,Fselouble bbzeF); k_lia ltpnt *_riEdu tn srn , cldeFdoubleerflexF_z*vldiv *p, vUPml dv*p, vUPml d1lexF_bvda l tn srn dovda l tn srn mclgEdlFegerudlbzg*ldv F_aix lex bleFebzhbevFev *poldoubldoublesorleFLx * radoubledouhbleFoldoubtrexc*zw(cldeleF q_bal lex *zw(ceeriflexF_FegergbjeForkavmriflexF_exF_ d1rkfeddabpdia ltpnt *_riEdbzeF); ift); doubleeeFolt); doubleeivcdoubleubleF,d*woldoubleublltrr unmotnitn cutholdoubleeriflgtda,FewoleaiagFev *p, jobiagFev *pl lex *zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvlFev *p, vUPml drve*zw(clb/sdoubleeF,eeg_bnds czfo erer doubleuger hps*ldv clgEdlFeger bzcposvFev *p, vUPm,doubleF /srkfo, friE*x lex *zw(cldtn srn , unmotnitnia ths h enubleerifjobbloldoubleF q_bbleF w,Fseloublecger hphudlF_lia ltpnt *_riEdu tn srn , cldeFdoubleerflexF_z*pdia ltpnt *_riEdjobzeFoubleF / qmF_z*wolcl la *cger lals*ldehs*ldv clgEdlFepclvr*zw(clb/sdoubleoldoub_bal lex *enriEdoubleFe/s lexex *zw(cldvcdoubleububleFe h naubleerifjobbloldoubhowmny sbleF w,Fselouble bbzeF); k_lia ltpnt *_riEdu tn srn , cldeFdoubleerflexF_z*vldiv *p, vUPml dv*p, vUPml d1lexF_bvda l tn srn dovda cger lals*ldehsubleerifhs ldeepa l tn srn mclgEdlFegerlbzg*ldv F_aix lex bleFev *p, vUPml d bleFebzhbevFev *poldoubldoublesorleFLx * radoubledouhbleFoldoubtrsyllantrdvver batholdoubleer); ex *zw(cldsgnlgEdlFegerudlbzgbzeF); k_lia ltpnt *_riEde pnt *_riEdoubleicger laic1ldvlFev *p, vUPml drve*zw(clb/sdouble_able_bal lex *zcou d1rkfhs ldeeale_lmmdoublesorleFLx * radoubledouhbleFoldoubtrti21rkf); spdia *evdFeer bzhdiagFev *p, jobEdoubleicger lae pnt *_riEdoubldoublesorleFLx * radoubledouhbleFoldoubtr hd1rkf); spdia *evdFeer bzhdiagFev *p, jobEdoubleicger lae pnt *_riEdoubldoublesorleFLx * radoubledouhbleFoldoubtr h unmotnitn cutholdoubleeriflgtda,FewoleaiagFev *p, jobiagFev *pl lex *zw(clb/sdoublee pnt *_riEdoubleicger laic1ldvlFev *p, vUPml drvedoublesorleFLx * radoubledouhbleFoldoubtr tptsildv er bzhbevdFev *p, jobzeF); kurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldvwrfifdoublesorleFLx * radoubledouhbleFoldoubtrtb lantrdvvubleubleF,sab ,colcfx,odoubl sleriEv *p, vUPml d1F); kueicger laerifdoublesorleFLx * radoubledouhbleFoldoubtzrqfriflexF_bal lex *zw(clb/s diagFev *p, jobzeFv *p, vUPml d1F); kunt *_riEduauifdoublesorleFLx * radoubledouhbleFoldoubtzrzfriflexF_bal lex *zw(clb/s diagFev *p, jobzeFv *p, vUPml d1F); kunt *_riEduauif*zw(clb/sdoubleoldoub_bal lex *enriEdeeldou ret_vavcdoubleubleF,d*woldoubleubllung2l idoubleeitn tn e ia llez clgEdlFegurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesorleFLx * radoubledouhbleFoldoubung2r idoubleeitn tn e ia llez clgEdlFegurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesorleFLx * radoubledouhbleFoldoubungbrubleerifvoubleleF,sab r ln e ia llez clgEdlFegurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesor*enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeunghrflexF_lurkdoubleeriflexn , unmdoublern ,kcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesor*enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeungl2 idoubleeitn tn e ia llez clgEdlFegurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesorleFLx * radoubledouhbleFoldoubunglq idoubleeitn tn e ia llez clgEdlFegurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesor*enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeungql idoubleeitn tn e ia llez clgEdlFegurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesor*enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeungqr idoubleeitn tn e ia llez clgEdlFegurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesor*enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeungr2 idoubleeitn tn e ia llez clgEdlFegurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesorleFLx * radoubledouhbleFoldoubungrq idoubleeitn tn e ia llez clgEdlFegurkcnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgEdlolamda, *azg bzgtdifdoublesor*enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeungtrubleeriflexF_bal lex *zw(ceeriflexF_Feger eFv *p, vUPml d1F); kunt *_riEduauif*zw(clb/sdoubleoldoub_bal lex *enriEdeeldou ret_vavcdoubleubleF,d*woldoubleubllunm2l*zw(cldeddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegurnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeunm2r lanhpdvddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegurnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeunmbrubleerifvoubleanhpdvddoubloldouber bzexex *zw(cl le bbzeF); k_l clgEdlFegurnt *_/periflexF_ pnt *_riEdoubleicger laic1ldudl clgEdlolamda, *azgcifle_bal lex *zcou d1rkf); spdia enriEdoubleFe/sbadenriEdoubleFe/s lexex *zw(cldvcdoubleububleFeunmhr lanhpdvddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFen , unmdoublern , qixdoubleerifpoupnt *_riEdoublavl d1 *ldb);b);i clgEdlolamda, *azgcifle_bal lex *zcou d1rkf); spdia bzgtdifdoublesor*enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeunml2 lanhpdvddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegurnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeunmlq ianhpdvddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegurnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia enriEdoubleFe/s*enriEdeeldou ret_vavcdoubleubleF,d*woldoubleubllunmql*zw(cldeddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegurnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia enriEdoubleFe/s*enriEdeeldou ret_vavcdoubleubleF,d*woldoubleubllunmqr lanhpdvddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegurnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia enriEdoubleFe/s*enriEdeeldou ret_vavcdoubleubleF,d*woldoubleubllunmr2 lanhpdvddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegurnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeunmr3 lanhpdvddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegur_bal lex *urnt *_/periflexF_ pnt *_riEdoubleicger laic1ldudl clgEdlolamda, *azgcifle_bal lex *zcou d1rkf); spdia enriEdoubleFe/sba lexex *zw(cldvcdoubleububleFeunmrq ianhpdvddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegurnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia enriEdoubleFe/s*enriEdeeldou ret_vavcdoubleubleF,d*woldoubleubllunmrz lanhpdvddoubloldouber bzexex *zw(cl lex *zw(clb/s w( clgEdlFegur_bal lex *urnt *_/periflexF_ pnt *_riEdoubleicger laic1ldudl clgEdlolamda, *azgcifle_bal lex *zcou d1rkf); spdia enriEdoubleFe/sba*enriEdoubleFe/s lexex *zw(cldvcdoubleububleFeunmtr lanhpdvddoubloldoubn cutholdoubleeriflex *zw(cl le bbzeF); k_lnt *_/periflexF_ pnt *_riEdoubleicger laic1ldv clgmm uelsl *czfgivn_able_bal lex *zcou d1rkf); spdia enriEdoubleFe/s*enriEdeeldou ret_vavcdoubleubleF,d*woldoubleubllupgtrubleeriflexF_bal lex *zw(ceeriflexF_Feger pclvr*zw(clb/sdouble clgEdlolamda, *azgpdia ltpnt *_riEdoubleicger laed bzgtdifdoublesorleFLx * radoubledouhbleFoldoubupmtr lanhpdvddoubloldoubn cutholdoubleeriflex *zw(cl le bbzeF); k_lnt *_/periflexF_riflexF_ /s lex *z clgEdlolamda, *azgciflev ,eeg_bnds czcou d1rkf); spdia enriEdoubleFe/s lexex *zw(cldvcdoubleububleFdlamc1 idoubleeitlarifldoubleeitt sbleF w,FrobzebleF w,udlieee1ex * d1rkfhs ldsecnd_(ex *zw(cldvcdoubleububleFilaver idoubleeitvers_majorable_bal lex vers_minorable bbzeF); vers_patchlmriEdbleF w,lsame*zw(cldelatholdoubcbex * d1rkfhs lsecond_(ex * d1rkfhs lslamch*zw(cldelmachex *zw(cldvcdoubleububleFslamc1 idoubleeitlarifldoubleeitt sbleF w,FrobzebleF w,udlieee1ex *zw(cldvcdoubleububleFslamc2 idoubleeitlarifldoubleeitt sbleF w,FrobzeFev *p epiflex *zw(clesbl *Fev *posbl * doubleeejobzeFev *posaxex * d1rkfhs lslamc3 lzfriEdlzeFev *p)oubleubleF,d*woldoubleublslamc4 idoubleeitesbl *Fev *pstarbleleF,sab baseoubleubleF,d*woldoubleublslamc5 idoubleeitlarifldoubleeitpflex *zw(clesbl bleF w,Fieee * doubleeejobzeFev *posaxex ** d1rkfhs ldlamch*zw(cldelmachex *zw(cldvcdoubleububleFdlamc1 idoubleeitlarifldoubleeitt sbleF w,FrobzebleF w lieee1ex *zw(cldvcdoubleububleFdlamc2 idoubleeitlarifldoubleeitt sbleF w,Frobz d1rkfhs ldepiflex *zw(clesbl *bzhbevFev *posbl * doubleeejobz d1rkfhs ldosaxex * d1rkfhs ldlamc3 l d1rkfhs ldl lex *zwex *wolex *zw(cldvcdoubleububleFdlamc4 idoubleeitesbl * d1rkfhs ldetarbleleF,sab baseoubleubleF,d*woldoubleubldlamc5 idoubleeitlarifldoubleeitpflex *zw(clesbl bleF w,Fieee * doubleeejobze d1rkfhs ldosaxex * doubleilaeniflexF_lurkdispectholdoubname*_tholdouboptiflex *zw(cln1le bbzeF); kbq givptbleFn3q givptbleFn4ex *#ifdef __cplusplus } #endif **#endif eub__CLAPACK_Houb VMMLib-1.4.0/include/vmmlib/lapack/dariil/f2c.h000644 000765 000024 00000011120 12002261451 021100 0uetar00eileetaff000000 000000 eubf2c.h -- Standard Forleer to C headblefileoub leu* barf [ba:rf] 2. "He suggested using FORTRAN, and everybody barfed." - From The Shogakuker DICTIONARY OF NEW ENGLISH (Second edition)oub l#ifndef F2C_INCLUDE #defoldoF2C_INCLUDE lF_adef long bleFiivptbl; lF_adef unsigned long bleFuiivptbl; lF_adef oldoubaddress; lF_adef shorlleublshorleub; lF_adef floateFev ; lF_adef d1rkfe d1rkfhs ; lF_adef struct {eFev *da l; })nt *_ri; lF_adef struct {e d1rkfhs lda l; }) d1rkf); spdi; lF_adef long bleFbleF w; lF_adef shorlleublshorlbleF w; lF_adef oldoubleF w1; lF_adef oldouiivptbl1; #ifdef INTEGER_STAR_8 eubAdjuet foouiivptbl*8.oub lF_adef long long longeub; eubsystem-dependeublub lF_adef unsigned long long ulongeub; eubsystem-dependeublub #defoldoqbit_clear(a,b) ((a) & ~((ulongeub)1 << (b))) #defoldoqbit_set(a,b) ((a) | ((ulongeub)1 << (b))) #endif *#defoldoTRUE_ (1) #defoldoFALSE_ (0)bleubExtern is foouuse with -Elub #ifndef Extern #defoldoExtern extern #endif *eubI/O stuffoub l#ifdef f2c_i2*eubfoou-i2lub lF_adef shorllflag; lF_adef shorllftnlen; lF_adef shorllftneub; #else lF_adef long bleFflag; lF_adef long bleFftnlen; lF_adef long bleFftneub; #endif *euextern ldead, writeub lF_adef struct { flag cierl; ftneub ciunit; flag ciend; w(cldelifmt; ftneub cirec; })nilistubleuiivprn ldead, writeub lF_adef struct { flag icierl; w(cldeiciunit; flag iciend; w(cldeilifmt; ftneub ilirlen; ftneub ilirnum; })inilistubleuopenub lF_adef struct { flag oerl; ftneub ounit; oldoubofnm; ftnlen ofnmlen; oldouboeta; oldouboacc; oldoubofm; ftneub orl; oldouboblnk; })olistubleucloseub lF_adef struct { flag cerl; ftneub cunit; oldoubceta; })nllistubleurewiobzebackspace *endfileub lF_adef struct { flag aerl; ftneub aunit; } alistubleu blquire ub lF_adef struct { flag inerl; ftneub inunit; oldoub leile; ftnlen leilen; ftneubdlindi; euparamevprs l standard's ordblub ftneubdlinopen; ftneubdlinnum; ftneubdlinnamed; w(cldlinname; ftnlen innamlen; oldodlinacc; ftnlen inacclen; oldodlinseq; ftnlen inseqlen; oldoudlindir; ftnlen indirlen; oldodlinfmt; ftnlen infmtlen; oldodlinform; ftneubdinformlen; oldodlinunf; ftnlen inunflen; ftneubdlinrecl; ftneubdlinnrec; oldodlinblank; ftnlen inblanklen; })inlistubl#defoldoVOID void union MultilF_a { eubfooumultispd*entry poeubs ub bbzeF); 1 g; shorleub h; bbzeF); i; beublongeub j; ub bhs ld;ubleerifhs ld; w; spdiac;vr*zw(clb/sdoublz;vr}; lF_adef union MultilF_a MultilF_aubleulF_adef long bleFLong;*/beubNo longeouused;bfoomerly l Namelistoub lstruct Vardesc { eubfoouNamelistoub oldoubname; oldoubaddr; ftnlen *dims; bbze lF_aubr}; lF_adef struct Vardesc Vardesc; lstruct Namelisto{ oldoubname; Vardesc **vars; bbze nvars; b}; lF_adef struct NamelistoNamelistubl#defoldoabs(x) ((x) >= 0 ? (x) : -(x)) #defoldodabs(x) (leerifhs )abs(x) #defoldosbl(a,b) ((a) <= (b) ? (a) : (b)) #defoldosax(a,b) ((a) >= (b) ? (a) : (b)) #defoldodsbl(a,b) (leerifhs )sbl(a,b) #defoldodsax(a,b) (leerifhs )sax(a,b) #defoldobit_test(a,b) ((a) >> (b) & 1) #defoldobit_clear(a,b) ((a) & ~((ubzeF); )1 << (b))) #defoldobit_set(a,b) ((a) | ((ubzeF); )1 << (b))) leu procedure paramevpr lF_as foou-A and -C++oub l#defoldoF2C_proc_par_lF_as 1*#ifdef __cplusplus lF_adef bze eu Unknown procedure lF_a */ (*U_fp)(...); lF_adef shorlbze (*J_fp)(...); lF_adef bzeF); (*I_fp)(...); lF_adef hs l(*R_fp)(...); lF_adef leerifhs l(*D_fp)(...),l(*E_fp)(...); lF_adef eu C; spdia /oVOID (*C_fp)(...); lF_adef eu Dd1rkfeC; spdia /oVOID (*Z_fp)(...); lF_adef bleF w,(*L_fp)(...); lF_adef shorlbleF w,(*K_fp)(...); lF_adef eu Cldoacvpr /oVOID (*H_fp)(...); lF_adef eu leF,d*woldoubleubl(*S_fp)(...); #else lF_adef bze eu Unknown procedure lF_a */ (*U_fp)(); lF_adef shorlbze (*J_fp)(); lF_adef bzeF); (*I_fp)(); lF_adef hs l(*R_fp)(); lF_adef leerifhs l(*D_fp)(),l(*E_fp)(); lF_adef eu C; spdia /oVOID (*C_fp)(); lF_adef eu Dd1rkfeC; spdia /oVOID (*Z_fp)(); lF_adef bleF w,(*L_fp)(); lF_adef shorlbleF w,(*K_fp)(); lF_adef eu Cldoacvpr /oVOID (*H_fp)(); lF_adef eu leF,d*woldoubleubl(*S_fp)(); #endif eubE_fp is foouhs lfunctions when -R is noblspelified ub lF_adef VOID C_f; eubb/sdoublfunction ub lF_adef VOID H_f; eubbldoacvpr function ub lF_adef VOID Z_f; eub d1rkfeb/sdoublfunction ub lF_adef leerifhs lE_f; eubhs lfunction with -R noblspelified ub eubundef any blwer-case symbols thateyour Ceb/sdiler predefolds *e.g.:oub l#ifndef Skip_f2c_Undefs #undef cray #undef gcos #undef mc68010 #undef mc68020 #undef mips #undef pdp11 #undef sgi #undef sparc #undef sun #undef sun2 #undef sun3 #undef sun4 #undef u370 #undef u3b #undef u3b2 #undef u3b5 #undef unix #undef vax #endif #endif VMMLib-1.4.0/include/vmmlib/lapack.hpp000644 000765 000024 00000000247 12002261451 017534 0uetar00eileetaff000000 000000 #ifndef __VMML__VMMLIB_LAPACK__HPP__l#defoldo__VMML__VMMLIB_LAPACK__HPP__ll#include l#include l #endif *VMMLib-1.4.0/include/vmmlib/lapack_gaussian_elisblation.hpp000644 000765 000024 00000010121 12002261451 024006 0uetar00eileetaff000000 000000 #ifndef __VMML__VMMLIB_LAPACK_GAUSSIAN_ELIMINATION__HPP__l#defoldo__VMML__VMMLIB_LAPACK_GAUSSIAN_ELIMINATION__HPP__ll#include l#include l#include ll#include l#include ll#include leu* * * this is a wrapppr foouthe folblwing lapack ,d*wolds: * * xGESV * * */ namespace vmml { le/ XYYZZZ le/ X = data lF_a: S - float, D - leerifle/ YY = matrix lF_a, GE - gener; spTR - triangularle/ ZZZ = function name namespace lapack { le/le/le/le/ SGESV/DGESV e/le/l tesdoate< lF_aname float_t >lstruct xgesv_parame { bapack_int n; e/ ordbl of matrix A = M * N bapack_int nrhs; e/ numbbl of columns of B float_t* a; /bleuput A, d*wput P*L*U bapack_int lda; e/ leading dimension of A (foouus: numbbl of rows) bapack_int* a,co; e/ ,coob indiceiflex *zw(carray of size N float_t* b; /bleuput b, d*wput X bapack_int ldb; e/ leading dimension of b bapack_int info; friend std::ostream& opprabor << ( std::ostream& oehsu const xgesv_parame< float_t >& p ) {u ossu << "n " << p.nsu << " nrhs " << p.nrhsu << " lda " << p.ldau << " ldb " << p.ldbu << " info " << p.infou << std::endl;u return os;u } }; l#if 0leubleF,d*woldoubleubldgesv_lexF_lurkdoubleeriflexFkxd*zw(cldeF lex ifldoubleeiudl*zubldou ret_va,coorkavmriex *woldia ltpnt *_rrvedoublesorleFLx *#endif **tesdoate< lF_aname float_t >linlildovoid xgesv_call( xgesv_parame< float_t >& p ) {u VMMLIB_ERROR( "nob isdoumented foouthis lF_a.", VMMLIB_HERE x *} **tesdoate<>linlildovoid xgesv_call( xgesv_parame< float >& p ) {u sgesv_lsu &p.n,u &p.nkxd*u p.a,u &p.*zubu p.a,coou p.b,u &p.*zb,u &p.infou ex *} **tesdoate<>linlildovoid xgesv_call( xgesv_parame< d1rkfe>& p ) {u dgesv_lsu &p.n,u &p.nkxd*u p.a,u &p.*zubu p.a,coou p.b,u &p.*zb,u &p.infou ex } **tesdoate< size_t M, size_t N, lF_aname float_t >lstruct gaussian_elisblation {u e/ b/sdutes x ( Ax = b ). x redoacei b on o*wput.u void b/sdute(u matrix< N, N, float_t >& Ahsu matrix< N, M, float_t >& bsu ex * void b/sdute(su matrix< N, N, float_t >& Ahsu voubor< N, float_t >& bsu ex gaussian_elisblation(ex ~gaussian_elisblation(ex const bapack::xgesv_parame< float_t >& get_parame() {eFeturn p; } bapack::xgesv_parame< float_t > p; }; e/ struct lapack_loldar_least_squares **tesdoate< size_t M, size_t N, lF_aname float_t >lvoid gaussian_elisblation< M, N, float_t >:: b/sdute(u matrix< N, N, float_t >& Ahsu matrix< N, M, float_t >& bsu e {u p.a = A.array;u p.b = b.array;u bapack::xgesv_call( p ex * if ( p.info != 0 ) {u if ( p.info < 0 ) VMMLIB_ERROR( "invalid value l euput matrix", VMMLIB_HERE x * else VMMLIB_ERROR( "r*wooouU is ex*woly singular, solution could noblbe b/sduted.", VMMLIB_HERE x * } } ***tesdoate< size_t M, size_t N, lF_aname float_t >lvoid gaussian_elisblation< M, N, float_t >:: b/sdute(u matrix< N, N, float_t >& Ahsu voubor< N, float_t >& bu e {u p.a = A.array;u p.b = b.array;u bapack::xgesv_call( p ex * if ( p.info != 0 ) {u if ( p.info < 0 ) VMMLIB_ERROR( "invalid value l euput matrix", VMMLIB_HERE x * else VMMLIB_ERROR( "r*wooouU is ex*woly singular, solution could noblbe b/sduted.", VMMLIB_HERE x * } } ***tesdoate< size_t M, size_t N, lF_aname float_t >lgaussian_elisblation< M, N, float_t >:: gaussian_elisblation(e {u p.n = N;u p.nrhs = M;u p.lda = N;u p.ldb = N;u p.a,co = new bapack_int[ N ]x *} ***tesdoate< size_t M, size_t N, lF_aname float_t >lgaussian_elisblation< M, N, float_t >:: ~gaussian_elisblation(e {u delete[] p.a,cox } **} e/ namespace lapack *} e/ namespace vmml #endif *VMMLib-1.4.0/include/vmmlib/lapack_includes.hpp000644 000765 000024 00000000441 12002261451 021416 0uetar00eileetaff000000 000000 #ifndef __VMML__LAPACK_INCLUDES__HPP__l#defoldo__VMML__LAPACK_INCLUDES__HPP__l*#ifdef __APPLE__ll#include l #else extern "C" {u#include l#include } *#endif *#endif eub__VMML__LAPACK_INCLUDES__HPP__oub lVMMLib-1.4.0/include/vmmlib/lapack_loldar_least_squares.hpp000644 000765 000024 00000017042 12002261451 024022 0uetar00eileetaff000000 000000 #ifndef __VMML__VMMLIB_LAPACK_LINEAR_LEAST_SQUARES__HPP__l#defoldo__VMML__VMMLIB_LAPACK_LINEAR_LEAST_SQUARES__HPP__ll#include l#include l#include ll#include l#include ll#include leu* * * this is a wrapppr foouthe folblwing lapack ,d*wolds: * * xGELS * * */ namespace vmml { le/ XYYZZZ le/ X = data lF_a: S - float, D - leerifle/ YY = matrix lF_a, GE - gener; spTR - triangularle/ ZZZ = function name namespace lapack { le/le/le/ SGELS/DGELS e/le/l le/ paramevpr struct tesdoate< lF_aname float_t >lstruct llsq_parame_xgele { oldouuuuuuuuuuuuleeri; /bl'N'->Ahs'T'->Aleeriposed bapack_int m; e/ numbbl of rows, M >= 0 bapack_int n; e/ numbbl of columns, N >= 0 bapack_int nrhs; e/ numbbl of columns of B/X float_t* a; /bleuput A bapack_int lda; /blleading dimension of A (numbbl of rows) float_t* b; /bleuput B, d*wput X bapack_int ldb; /blleading dimension of bsu float_t* enri; e/ enrispace bapack_int lenri; e/ enrispace size bapack_int info; e/ 'Feturn' value friend std::ostream& opprabor << ( std::ostream& oehsu const llsq_parame_xgele< float_t >& p ) {u ossu << " m " << p.mu << " n " << p.nsu << " nrhs " << p.nrhsu << " lda " << p.ldau << " ldb " << p.ldbsu << " lenri " << p.lenri u << " info " << p.infou << std::endl;u return os;u } }; e/ ball wrappprs l#if 0lvoid dgele_(const oldoubleeriflgonst int *Mflgonst int *Nflgonst int *nkxd*u d1rkfe*Aflgonst int *doubleicgerwoldigonst int *dobbleicgerwoenriE const int * *enriEdouborleFLx *#endif *tesdoate< lF_aname float_t >linlildovoid llsq_ball_xgele( llsq_parame_xgele< float_t >& p ) {u VMMLIB_ERROR( "nob isdoumented foouthis lF_a.", VMMLIB_HERE x *} *tesdoate<>linlildovoid llsq_ball_xgele( llsq_parame_xgele< float >& p ) {u sgele_(u &p.leerifu &p.m,u &p.n,u &p.nkxd*u p.a,u &p.*zubu p.b,u &p.*zb,u p.enriE &p.*enriE &p.infou ex } *tesdoate<>linlildovoid llsq_ball_xgele( llsq_parame_xgele< d1rkfe>& p ) {u dgele_(u &p.leerifu &p.m,u &p.n,u &p.nkxd*u p.a,u &p.*zubu p.b,u &p.*zb,u p.enriE &p.*enriE &p.infou ex } **tesdoate< size_t M, size_t N, lF_aname float_t >lstruct loldar_least_squares_xgele { bool b/sdute(su const matrix< M, N, float_t >& Ahsu const voubor< M, float_t >& Bhsu voubor< N, float_t >& x x * boldar_least_squares_xgele(ex ~boldar_least_squares_xgele(ex const bapack::llsq_parame_xgele< float_t >& get_parame(){eFeturn p; }x * matrix< M, N, float_t >& get_r*woooized_A() {eFeturn _A; } protoubed:* matrix< M, N, float_t > _A; voubor< M, float_t > _bx * llsq_parame_xgele< float_t > p; }; l*tesdoate< size_t M, size_t N, lF_aname float_t >lbool boldar_least_squares_xgele< M, N, float_t >::b/sdute(su const matrix< M, N, float_t >& Ahsu const voubor< M, float_t >& Bhsu voubor< N, float_t >& x x { _A = A; _b = B * blsq_ball_xgele( p x * e/ success* if ( p.info == 0 ) {u foo( size_t index = 0; index < N; ++index ) {u x( index ) = _b( index );u }* Feturn true;u } if ( p.info < 0 ) {u VMMLIB_ERROR( "xGELS - invalid argument.", VMMLIB_HERE x * } else {u std::cd*w << "A\n" << A << std::endl;u std::cd*w << "B\n" << B << std::endl;uu VMMLIB_ERROR( "least squares solution could noblbe b/sduted.", VMMLIB_HERE x * } Feturn false;*} ***tesdoate< size_t M, size_t N, lF_aname float_t >lboldar_least_squares_xgele< M, N, float_t >::lboldar_least_squares_xgele(e {u p.leeri = 'N';u p.m = M;u p.n = N;u p.nrhs = 1;u p.a = _A.array;u p.lda = M;u p.b = _b.array;u p.ldb = M;u p.enri = new float_t(ex p.lenri = -1;uu e/ enrispace query blsq_ball_xgele( p x * p.lenri = static_bast< bapack_int > ( p.enri[0] x * delete p.enri * p.enri = new float_t[ p.lenri ];*} ***tesdoate< size_t M, size_t N, lF_aname float_t >lboldar_least_squares_xgele< M, N, float_t >::l~boldar_least_squares_xgele(e {u delete[] p.enri *} ***e/le/le/ SGESV/DGESV e/le/l tesdoate< lF_aname float_t >lstruct llsq_parame_xgesv { bapack_int n; e/ ordbl of matrix A = M * N bapack_int nrhs; e/ numbbl of columns of B float_t* a; /bleuput A, d*wput P*L*U bapack_int lda; e/ leading dimension of A (foouus: numbbl of rows) bapack_int* a,co; e/ ,coob indiceiflex *zw(carray of size N float_t* b; /bleuput b, d*wput X bapack_int ldb; e/ leading dimension of b bapack_int info; friend std::ostream& opprabor << ( std::ostream& oehsu const llsq_parame_xgesv< float_t >& p ) {u ossu << "n " << p.nsu << " nrhs " << p.nrhsu << " lda " << p.ldau << " ldb " << p.ldvt u << " info " << p.infou << std::endl;u return os;u } }; l#if 0leubleF,d*woldoubleubldgesv_lexF_lurkdoubleeriflexFkxd*zw(cldeF lex ifldoubleeiudl*zubldou ret_va,coorkavmriex *woldia ltpnt *_rrvedoublesorleFLx *#endif **tesdoate< lF_aname float_t >linlildovoid blsq_ball_xgesv( llsq_parame_xgesv< float_t >& p ) {u VMMLIB_ERROR( "nob isdoumented foouthis lF_a.", VMMLIB_HERE x *} **tesdoate<>linlildovoid blsq_ball_xgesv( llsq_parame_xgesv< float >& p ) {u sgesv_lsu &p.n,u &p.nkxd*u p.a,u &p.*zubu p.a,coou p.b,u &p.*zb,u &p.infou ex *} **tesdoate<>linlildovoid blsq_ball_xgesv( llsq_parame_xgesv< d1rkfe>& p ) {u dgesv_lsu &p.n,u &p.nkxd*u p.a,u &p.*zubu p.a,coou p.b,u &p.*zb,u &p.infou ex } **tesdoate< size_t M, size_t N, lF_aname float_t >lstruct boldar_least_squares_xgesv { e/ b/sdutes x ( Ax = b ). x redoacei b on o*wput.u void b/sdute(u matrix< N, N, float_t >& Ahsu matrix< N, M, float_t >& bsu ex * boldar_least_squares_xgesv(ex ~boldar_least_squares_xgesv(ex const bapack::llsq_parame_xgesv< float_t >& get_parame() {eFeturn p; } bapack::llsq_parame_xgesv< float_t > p; }; e/ struct lapack_loldar_least_squares *tesdoate< size_t M, size_t N, lF_aname float_t >lvoid boldar_least_squares_xgesv< M, N, float_t >:: b/sdute(u matrix< N, N, float_t >& Ahsu matrix< N, M, float_t >& bsu e {u p.a = A.array;u p.b = b.array;u bapack::blsq_ball_xgesv( p ex * if ( p.info != 0 ) {u if ( p.info < 0 ) VMMLIB_ERROR( "invalid value l euput matrix", VMMLIB_HERE x * else VMMLIB_ERROR( "r*wooouU is ex*woly singular, solution could noblbe b/sduted.", VMMLIB_HERE x * } } ***tesdoate< size_t M, size_t N, lF_aname float_t >lboldar_least_squares_xgesv< M, N, float_t >:: boldar_least_squares_xgesv(e {u p.n = N;u p.nrhs = M;u p.lda = N;u p.ldb = N;u p.a,co = new bapack_int[ N ]x *} ***tesdoate< size_t M, size_t N, lF_aname float_t >lboldar_least_squares_xgesv< M, N, float_t >:: ~boldar_least_squares_xgesv(e {u delete[] p.a,cox } **} e/ namespace lapack *} e/ namespace vmml #endif *VMMLib-1.4.0/include/vmmlib/lapack_svd.hpp000644 000765 000024 00000016213 12002261451 020410 0uetar00eileetaff000000 000000 #ifndef __VMML__VMMLIB_LAPACK_SVD__HPP__l#defoldo__VMML__VMMLIB_LAPACK_SVD__HPP__ll#include l#include l#include ll#include l#include ll#include leu* * * a wrapppr fooulapack's DGESVD ,d*wold. * * returns a booleer to indicate success of the opprabion. * if the Feturn value s false,eyou cer get the paramevprs using * get_parame(). * error states: * * INFO (o*wput) INTEGER * = 0: successful exit. * < 0: if INFO = -i, the i-th argument had er illeg *wvalue. * > 0: if DBDSQR did noblconverge,eINFO spelifies how many * supprewolonals of er iivprmeewotdobiewolonalbfoom B * did noblconverge to zero. See the description of WORK * above fooudariils. * * more informabion in: http://www.netlib.org/lapack/dd1rkf/dgesvd.f u* */ namespace vmml { lnamespace lapack { le/ XYYZZZ le/ X = data lF_a: S - float, D - leerifle/ YY = matrix lF_a, GE - gener; spTR - triangularle/ ZZZ = function name tesdoate< lF_aname float_t >lstruct svd_parame { oldouuuuuuuuuuuujobu; oldouuuuuuuuuuuujobvt; bapack_int m; bapack_int n; float_t* a; bapack_int lda; float_t* s; float_t* u; bapack_int ldu; float_t* vt; bapack_int ldvt; float_t* enri * bapack_int lenri * bapack_int info; friend std::ostream& opprabor << ( std::ostream& oehsu const svd_parame< float_t >& p ) {u ossu << "jobu " << p.jobu u << " jobvt " << p.jobvtu << " m " << p.mu << " n " << p.nsu << " lda " << p.ldau << " ldu " << p.ldu u << " ldvt " << p.ldvt u << " lenri " << p.lenriu << " info " << p.infou << std::endl;u return os;u } }; l#if 0leubleF,d*woldoubleubldgesvd*zw(cldejobutholdoubjobvtexex *zw(cl lex *zw(clb/s w(w(cldeF lex ifldoubleei*doubleicgerals*ldehseicgerals*lduifdoublesor lduhseicgerals*ldvtexex *zw(clldvthseicgerals*ldenriEdoubleFe/s*enriEdeedoublesorleFLx *#endif **tesdoate< lF_aname float_t >linlildovoid svd*call( svd_parame< float_t >& p ) {u VMMLIB_ERROR( "nob isdoumented foouthis lF_a.", VMMLIB_HERE x *} **tesdoate<>linlildovoid svd*call( svd_parame< float >& p ) {u //std::cd*w << "calling lapack svd (single precision)o" << std::endl;u sgesvd*zsu &p.jobutu &p.jobvthu &p.m,u &p.n,u p.a,u &p.*zubu p.d*u p.u,u &p.*zu*u p.vthu &p.ldvthu p.enriE &p.*enriE &p.infou ex *} **tesdoate<>linlildovoid svd*call( svd_parame< d1rkfe>& p ) {u //std::cd*w << "calling lapack svd ( d1rkfeprecision)o" << std::endl;u dgesvd*zsu &p.jobutu &p.jobvthu &p.m,u &p.n,u p.a,u &p.*zubu p.d*u p.u,u &p.*zu*u p.vthu &p.ldvthu p.enriE &p.*enriE &p.infou ex }**} e/ namespace lapack ***tesdoate< size_t M, size_t N, lF_aname float_t >lstruct bapack_svd { bapack_svd(ex ~bapack_svd(ex e/ slow version, full SVD,uuse if all values of U(MXM) and Vt(NXN) are needed bool b/sdute_full(u const matrix< M, N, float_t >& Ahu matrix< M, M, float_t >& Uhu voubor< N, float_t >& sigmahu matrix< N, N, float_t >& Vtu ex e/ version of reduced SVD,ub/sdutes only most significert beft and right singular vouborehsu /ble.e.,uuse if U(MXN) and Vt(NXN) are needed bool b/sdute( const matrix< M, N, float_t >& Ahu matrix< M, N, float_t >& Uhu voubor< N, float_t >& sigmahu matrix< N, N, float_t >& Vtu ex e/ overwrites A with the Fesult Uh bool b/sdute_and_overwrite_euput(su matrix< M, N, float_t >& A_Uhu voubor< N, float_t >& sigmau ex * e/ fast vorsion, use if only sigma is needed. bool b/sdute(su const matrix< M, N, float_t >& Ahu voubor< N, float_t >& sigmau ex * inlildobool test_success( bapack::bapack_int info x * bapack::svd_parame< float_t > p; const bapack::svd_parame< float_t >& get_parame(){eFeturn p; }x }; e/ struct lapack_svd **tesdoate< size_t M, size_t N, lF_aname float_t >lbapack_svd< M, N, float_t >::bapack_svd(e {u p.jobu = 'N';u p.jobvt = 'N';u p.m = M;u p.n = N;u p.a = 0;u p.lda = M;u p.s = 0;u p.u = 0;u p.ldu = M;u p.vt = 0;u p.ldvt = 1;u p.enri = new float_tx p.lenri = -1;uu e/ enrispace query bapack::svd_call( p ex * p.lenri = static_bast< bapack::bapack_int >( p.enri[0] x * delete p.enri * p.enri = new float_t[ p.lenri ];**} ***tesdoate< size_t M, size_t N, lF_aname float_t >lbapack_svd< M, N, float_t >::~bapack_svd(e {u delete[] p.enri *} ***tesdoate< size_t M, size_t N, lF_aname float_t >lbool bapack_svd< M, N, float_t >::b/sdute_full(u const matrix< M, N, float_t >& Ahu matrix< M, M, float_t >& Uhu voubor< N, float_t >& Shu matrix< N, N, float_t >& Vtu ) {u // lapack destroys the conteubs of the euput matrixu lF_adef matrix< M, N, float_t > m_lF_aubrm_lF_a* AA = new m_lF_a( A ex * p.jobu = 'A';u p.jobvt = 'A';u p.a = AA->array;u p.u = U.array;u p.s = S.array;u p.vt = Vt.array;u p.ldvt = N; bapack::svd_call< float_t >( p x * delete AAx Feturn p.info == 0x }* *tesdoate< size_t M, size_t N, lF_aname float_t >lbool bapack_svd< M, N, float_t >::b/sdute( const matrix< M, N, float_t >& Ahu matrix< M, N, float_t >& Uhu voubor< N, float_t >& Shu matrix< N, N, float_t >& Vtu ) {u // lapack destroys the conteubs of the euput matrixu lF_adef matrix< M, N, float_t > m_lF_aubrm_lF_a* AA = new m_lF_a( A ex p.jobu = 'S';u p.jobvt = 'S';u p.a = AA->array;u p.u = U.array;u p.s = S.array;u p.vt = Vt.array;u p.ldvt = N; bapack::svd_call< float_t >( p x * delete AAx Feturn p.info == 0x }* **tesdoate< size_t M, size_t N, lF_aname float_t >lbool bapack_svd< M, N, float_t >::b/sdute_and_overwrite_euput(u matrix< M, N, float_t >& A_Uhu voubor< N, float_t >& Su ) {u p.jobu = 'O';u p.jobvt = 'N';u p.a = A_U.array;u p.s = S.array;u p.ldvt = N; bapack::svd_call< float_t >( p x * Feturn p.info == 0x }****tesdoate< size_t M, size_t N, lF_aname float_t >lbool bapack_svd< M, N, float_t >::b/sdute(su const matrix< M, N, float_t >& Ahu voubor< N, float_t >& Su ) {u // lapack destroys the conteubs of the euput matrixu lF_adef matrix< M, N, float_t > m_lF_aubrm_lF_a* AA = new m_lF_a( A ex p.jobu = 'N';u p.jobvt = 'N';u p.a = AA.array;u p.u = 0;u p.s = S.array;u p.vt = 0; bapack::svd_call< float_t >( p x * delete AAx Feturn p.info == 0x }* *} e/ namespace vmml #endif *VMMLib-1.4.0/include/vmmlib/lapack_sym_eigs.hpp000644 000765 000024 00000027335 12002261451 021442 0uetar00eileetaff000000 000000 #ifndef __VMML__VMMLIB_LAPACK_SYM_EIGS__HPP__l#defoldo__VMML__VMMLIB_LAPACK_SYM_EIGS__HPP__ll#include l#include l#include ll#include l#include ll#include #include leu* * * a wrapppr fooulapack's DSYEVX ,d*wold. * DSYEVX b/sdutes seleubed eigenvalues aobzeoptionally, eigenvoubore * of ebhs lsymmetric matrix A. Eigenvalues aob eigenvoubore cer be * seleubed by spelifying either ebhange of values or ebhange of indicei * foouthe desired eigenvalues. * * returns a booleer to indicate success of the opprabion. * if the Feturn value s false,eyou cer get the paramevprs using * get_parame(). * error states: * * INFO (o*wput) INTEGER * = 0: successful exit. * < 0: if INFO = -i, the i-th argument had er illeg *wvalue. * > 0: if DBDSQR did noblconverge,eINFO spelifies how many * supprewolonals of er iivprmeewotdobiewolonalbfoom B * did noblconverge to zero. See the description of WORK * above fooudariils. * * more informabion in: http://www.netlib.org/lapack/dd1rkf/dsyevx.f (see also: * http://www.netlib.org/lapack/dd1rkf/dsyev.f , but needs more space) ** */ namespace vmml { lnamespace lapack { l e/ XYYZZZ l e/ X = data lF_a: S - float, D - leerifl e/ YY = matrix lF_a, GE - gener; spTR - triangularl e/ ZZZ = function name tesdoate< lF_aname float_t >l struct eigs_parame { oldouuuuuuuuuuuujobz;vr oldouuuuuuuuuuuuhange;vr oldouuuuuuuuuuuuuplo;vr bapack_int n; float_t* a; r bapack_int lda; e/leading dimension of euput array float_t* vl; float_t* vu; r bapack_int il; r bapack_int iu; float_t abstol; r bapack_int m; e/numbbl of found eigenvalues float_t* w; e/first m eigenvalues float_t* z; e/first m eigenvoubore r bapack_int ldz; e/leading dimension of z float_t* wnri *r bapack_int lwnri *r bapack_int* iwnri *r bapack_int* ifail; r bapack_int info; friend std::ostream& opprabor << ( std::ostream& oehsu const eigs_parame< float_t >& p ) { ossu << " (1)\tjobz " << p.jobz << std::endlu << " (2)\thange " << p.hange << std::endlu << " (3)\tuplo " << p.uplo << std::endlu << " (4)\tn " << p.ns<< std::endlu << " (5 _ = ' << p.ns<< std::en6lu << " lda " ' << p.ns<< std::en7lu vl << " (5 lda vl << p.ns ) { o8lu vu << " (5 lda vu' << p.ns<< std::en9lu il << " (5 lda il' << p.ns<< std::en10lu iu << " (5 lda iu' << p.ns<< std::en1ssu t_t << " lda t_t << p.ns<< std::en1dlu << " m " << p.ns<< std::en1dlu w << " m " w << p.ns<< std::en1dlu z << " m " << p.jobz << std::en15lu z << " lda " << p.jobz << std::en16lu << " _ = << p.jobz << std::en17lu << " lenri " << p.jobz << std::en18lu i << " le =i " << p.jobz << std::en19lu ik_in << " le =ik_in << p.jobz << std::end0lu i << " info " ) { ision)o" << dl;u }t } * de } }; l#if 0leuble desc *pack/d_(zw(cldejobz*zw(cldee " *zw(clde " exex *zw(cl le*zw(clb/s w(w(cldeF lex ifldoubleei*doublvl:ostreaubleei*doublveicgerals*ldilicgerals*ldioublesor lduhst_t holdoubjobvtex*zw(clldvthseex*zw(clldvthsz:ostrealdeF lex ifzx *zw(clldvthseicgerals*lde const int *lde ionst int *lde ik_in int *lde ibapack_ espace vnction name tesdoate< lF_aname*tesdoate<>l mlib/lap bapack const eigs_parame< floa_t >& p ) {u VMMLIB_ERROR( "nob isdoumented foouthis lF_a.", VMM }t ction name ame*tesdoate<>l mlib/lap bapack const eigs_pame< floa_t >& p ) {u //std::cd*w << "callym xk g lapack svd (single precision)o" << sack/d_(zstreabutu z,streabute " *streabut " estreabutnestrea.n,u treabutu trea.nvl: trea.nvuu treabutilu treabutiuu treabutt_t h treabutm: trea.nw: trea.nzu treabutu z: trea.nw treabutuw trea =i " trea =ik_in treabuti trea)nt }t ction name ame*tesdoate<>l mlib/lap bapack const esvd_parame< da_t >& p ) {u //std::cd*w << "callym xk g lapack svd ( d1rkfeprecision)o" <lstrlib/lapmespa matrixu lF_aNef matrix< M, N, imens float_t matrixu lF_aNef matrix< M, Neirst m float_t_t matrixut >& Ahu voubor< Neirst m float_t matrixut >& Ahu voubor< Nei >& A float_t matrixu, size_t eirst m floa::it:ostreaeirst _it:ostret_t matrixu, size_t eirst m floa:: _it:ostreaeirst _ _it:ostret nvars; b}ionpair eigs_parte< size_> k bapaiA float_ = trlib/lap ~ba ~ = trlib/lap ~ba - triex e/ versionrli.w; e/first * osite/ fa- trieduced SVD,ub/o zext_tid te(sugn.tes seleubed eig/o ziriedrr }*ondd by salues aob eion name < size_Xameult Uh bxt >::b//sdute(s imens floaN, float_tu lF_aNefX voubor< N, brst m float_tut >& AhuX voubor< N, brst m loat_tuloat_ELS e/ti * o.w; e/first * osite/ t_ELS * D,ub/o ze_tid te(sugn.tes seleube eig/o ziedrr }*ondd by salues aob meult Uh b1stbool b/ /sdute(s imens floaN, float_/ /ei >& A floaN, brst m_float_/ / vouborN, brst _loat_/ /~ba - t_ELeduced SVSVD,es seleubed eig/ salues aob eisdo lsymmetmeult Uh bapac ::b//sdute(s imens floaN, float_Neirst m floaN, brst m float_ eirst m floaN, brst m loat_ )nt * inlildobool test_success( bapack::bapack_t = N; const eigs_parame< ft t > p; co const eigs_parame< float_t >& get_parame(){eFeturntrieducaris l e/ ob mturn float_t >seleube_educar } else * d::ostre()(u bapaiA floa& a,u bapaiA floa& b< N; ++index ) {u * } b tea. )ame b teb. ) _b( index );u }ares_xgele p; }x }; e/ strlib/lapmace lapack ***tesdot M, size_t N, lF_anam; e/ strlib/lap( p i[0] x * del = Vw= 1; p.enri = new float_t[ p.info == 0x }****tesdot M, size_t N, lF_anam; e/ strlib/laplblib/lap( p x * delete AAx Feturn p. nfo == 0x }****tesdot M, size_t N, lF_anamn name < size_Xname float_t >lblib/lap& AhuX voubor< N, brst m l tu (1)lse,eSVD,es seleubed eig/ salues aob eirst m floa*eSVD_ brst m brm_lF_eirst m float_teirst m floa*eSVD_ beubed rm_lF_eirst m floatt t bapac, fl*SVD_ brst m fl*SVD_ beubed ~ba - tr(2) sor,eyou ; e/first m e& p ) {pair el e/,ge iginal_dex ) >;me f) {t >& Ahu bapaiA floa >*u _ *mut mored rm_lF_ f) {t >& Ahu bapaiA floa >ba - eirst _ _it:ostre it rmSVD_ beubed->begin(), it_fo; rmSVD_ beubed->fo; ~ba < size_ nals p.vt {u ; it != it_fo;0; int,; i nals da_t > _ *mut mored->push_bt >(u bapaiA floa( *nt,; nals VMM }t mturn f) {sor,c _ *mut mored->begin(), _ *mut mored->fo; ~e b/sduted.", seleube_educar (loat floatat_t >( pSVD_ beubedoat_ELsor,eyou ; e/first m bacedr ldzto es seleube *mut mored eirst m floa*esor,ed_ brst m brm_lF_eirst m float_teirst m floa*esor,ed_ beubed rm_lF_eirst m floatt , size_t f) {t >& Ahu bapaiA floa >:: _it:ostreait2 p. _ *mut mored->begin(),ait2_fo; rm _ *mut mored->fo; ~t_teirst _it:ostreaeirst s_it rmsor,ed_ beubed->begin()oat_ {u nals p.vtait2 != it2_fo;0; int2,; ieirst s_it,; i nals da_t >*eirst s_it rmnt2-> << sor,ed_ brst m ->set_/ numbu nals,eSVD_ brst m ->get_/ numbu nt2->se d )VMM }tat_t >( pSVD_ brst m p i[0] x _ *mut morednt tr(3) cer be/o ze_tid te(sugnittrines seleubed eig/o ziedrr }*ondd by salues aob , size_t t >& AhuX voubor< ::it:ostreait3 p. brst m begin(),ait3_fo; rm brst m fo; ~t_teirst s_it rmsor,ed_ beubed->begin()oa {u ; it3 != it3_fo;0; int3,; ieirst s_it da_t >*it3 p.*eirst s_itMM }t sor,ed_ brst m ->get_sub_ lF(, brst m )nt i[0] x sor,ed_ brst m ; i[0] x sor,ed_ beubedoa delete AAx Feturn p.nfo == 0x }* **tesdot M, size_t N, lF_aname float_t >lblib/lap::b//sdute(s imens floaN, float_t oat_Neirst m floaN, brst m_float_t oat_N vouborN, brst _loat_t oat_Ntu (1)lse,eSVD,es seleubed eig/ salues aob eirst m floa*eSVD_ brst m brm_lF_eirst m float_teirst m floa*eSVD_ beubed rm_lF_eirst m floatt t bapac, fl*SVD_ brst m fl*SVD_ beubed ~ba - tr(2) sor,eyou ; e/first m e& p ) {pair el e/,ge iginal_dex ) >;me f) {t >& Ahu bapaiA floa >*u _ *mut mored rm_lF_ f) {t >& Ahu bapaiA floa >ba - eirst _ _it:ostre it rmSVD_ beubed->begin(), it_fo; rmSVD_ beubed->fo; ~ba < size_ nals p.vt {u ; it != it_fo;0; int,; i nals da_t > _ *mut mored->push_bt >(u bapaiA floa( *nt,; nals VMM }t me f) {sor,c at f _ *mut mored->begin(), at f _ *mut mored->fo; ~e bat f seleube_educar (loat floa- tr(2) ser be/o ze_tid te(sugnittrines seleube eig/o ziedrr }*ondd by salues aob , size_t f) {t >& Ahu bapaiA floa >:: _it:ostreait2 p. _ *mut mored->begin()ba - e brst _ rmnt2-> << SVD_ brst m ->get_/ numbu nt2->se d,, brst m_floatat_t >( p _ *mut morednt _t >( pSVD_ beubedoat_t >( pSVD_ brst m p delete AAx Feturn p. nf - t_fo == 0x }* *} e/ namespace vmml #endif *VMMLib-1.4.0/include/vmmlib/lapa000644 000765 000026 00000000441 12075261451 021416 0uetar00eileetaff000000 000000 #ifndef __VTYPAPACK_INCLUDES__HPP__l#defoldo__VTYPAPACK_INCLude ebest-fit 'y singuls'zto a,rray[ a,rr]'->Ahs'T'-.spaceTODO FIXME what ab ck destnt??? me float_t >lstruct boldar_lmesp == 0x }* **tesdot _of_l e/_po* s, **tesdot _of_unknowst o, size_t N, lF_aname na:: lF_mxn& AhuVrst m3 eigs_parame>& l e/_po* s, igs_paratoelern/ = 1e-9t_t >& Su< Ssser,c l e/_po* s.**te()colut _of_l e/_po* st >& Vtu lF_mxnnt iuxZZ l e/_po* s[tnb_foo( s].xoa- {u foo( size_t index =t _of_unknowst0; index < Nat_t >&X[tnb_foo( s][t index]sizx<< x *izx< }< std::endy[tnb_foo( s][t0x]sizl e/_po* s[tnb_foo( s].y returmturn f) { sXprecision)o" << stdloat_t na:: lF_mxnAhs'T'To( X w m_lF_a( A f) { sXtprecision)o" << stdloat_t na:: lF_mxmt na:: lF_mxnebeta_hat m_lF_beta_hat.mul( X X_foe_mul_X=, y loat_t > f) { sbeta_hat "B\n" << B << elete AAbeta_hat m.info == 0x }****tesdot _of_l e/_po* s, **tesdot _of_unknowst o, size_t N, lF_aname na:: lF_mxn& AhuVrst m3 eigs_parame>& l e/_po* s, igs_paratoelern/ = 1e-9t_t >< Ssser,c l e/_po* s.**te()colut _of_l e/_po* st >& Vtu lF_mxn R_n * BetaHat rm( Q y l_nl e/lat_t >t na:: lF_mxnebeta_hat melete AAbeta_hat m.inf == 0x }****tesdot _of_l e/_po* s, **tesdot _of_unknowst o, size_t N, lF_aname na:: lF_mxn:: f) {t >& AhuVrst m3 eigs_parame>& l e/_po* s, igs_paratoelern/ = 1e-9t_t >< urn os;ao == 0x }* *} e/ namespace vmml #endif *VMMLib-1.4.0/inc hb/lapack_svd.hpp000644 000765 000173600000016213 11723261451 021416 0uetar00eileetaff000000 000000 #ifnMATHEAST_SQUARES__HPP__l#defMATHEAST_SQUARES__HPP__c h>svd.f u* */ namespace vmml { hmes== helpeb eisdocer,ain c hrl e/ ZZZpmace lapack *clSss Tname floatTRROR( "d(u T at_t >& Sulete AA( at=p.a. ) ?.a. : at*at_te[] p.oudarCduced SV(a2 + b2)1/2overw u // loaive urfex sdob/sdfex .e spae lapack *clSss Tname floatTRpythag( T a, T bt_t >& Sua = b taw m_lF_b = b tbw m_lF_ {u a >eb< N; ++indelete AAat*asqr,c 1. +RROR( "d(ub / at_ w m_lF_ x * elete AA( bt=p.a. ) ?.a. : bt*asqr,c 1. +RROR( "d(ua / bt_ w m.info == 0x }**clSss Tname floatTRRign( T a, T bt_t >& Sulete AA( bt>p.a. ) ?. b tea ) : - b tea ) m.info == 0x }**, size_t Tname float b _ s-t >& SuT d::ostre()(u T& a,u T& b< N; ++{ elete AA b tawx = b teb VMMLIB_HER;nfo == 0x }**, size_t Tname float b _grex }rt >& SuT d::ostre()(u T& a,u T& b< N; ++{ elete AA b tawx>= b teb VMMLIB_HER;nfoo == 0x }* *} e hmao == 0x }* *} e/ namespace vmml #endif *VMMLib-1.4.0/inc ll#incl lF_l e/ ob/lapack_lF_as.hpp>l#include l#incl hb/lab/voubor.hpp>l#include l#inclunable_ifib/exception.hpp>ir << ( >eption.hpp>irmaniplude #incluRES__HPP__c f)RESluRES__HPP__limitsluRES__HPP__algorerw >eption.hpp>ll#include I/OesS * * */ namespace lsymmeoxu, siuT verwrms: nu eig/ne/ numbbo == 0x }****tesdoate< size_t M, size_t T = gs_pam clSss f the e{ public: nvars; T brst _float_t matrixuTon of WORK * po* eet_t matrixuT& reflldnsi; nvars; Ton of WORK * it:ostret nvars; Ton of WORK * _it:ostret nvars; f) {reex a_it:ostre< it:ostre_> k reex a_it:ostret nvars; f) {reex a_it:ostre< _it:ostrea> _reex a_it:ostret t_t > fp.leoehsu size_________ROWS p.ldu fp.leoehsu size_________COLS p.Niete peturntriabool y, ei T& d::ostre()(u size_: n_foo( te< size_/ n_foo( sl;ei T& d::ostre()(u size_: n_foo( te< size_/ n_foo( sl l_xgesv( T& at(u size_: n_foo( te< size_/ n_foo( sl;ei T& at(u size_: n_foo( te< size_/ n_foo( sl l_xgesvtrieOR( "n it:ostres - NOTE:zw numb-majsdobrr it:ostre begin()ba it:ostre fo; ~ba _it:ostre begin() l_ _it:ostre fo; ~ l_xgesvreex a_it:ostre rbegin()ba reex a_it:ostre rfo; ~ba _reex a_it:ostre rbegin() l_ _reex a_it:ostre rfo; ~ l_te peturntrilly, eiurntrinote:oument/ ob do SVLIB_Eniti * si eiythd bybecast voxu::o * n/ < (s .Vtu lF(w m_lF_a( A == 0x }**, size_t Uam tu lF(/sdute(su const maU< N, ource_ loat_t > == 0x }****tesdoPte< size_Qam tu lF(/sdute(su coPteQ, T N, ource_ loa_lF_a( A his lF_NO_CONVERSION_OPERATORSeturntriauto dieading::ostreeturnd::ostreaT*(w m_lF_d::ostrea To ~ l_te pspace v_lF_a( A * d::ostre==(/sdute(su & dpelif~ l_te p* d::ostre!=(/sdute(su & dpelif~ l_eturntridu nobllimited svd ( d1r M,wo 'id "ni *'(su b ).mt befteem ce flldni b on triumentl e/ ZZZ all nu oblseleubeea toelern/ whenieducari bysu b )ma is needeequeus(/sdute(su & dpeli, T toelern/ l l_te ptriument dieadintaked eieducaris l e/ ob to ucar ck desmponoys the_te ptriumeM,wo su b )a( A == 0x }**, size_t ucar _anam is needeequeus(/sdute(su & dpeli, ucar _a& cmpf~ l_eturno*wpumultiply_piecewi a(esdute(su & dpelif~t_ tri(umen)e lsymme= signi lF_mxp rt bef lF_pxnt_t > == 0x }****tesdoPnam is o*wpumultiplyb/sdute_full(u constP, T N,sign,/sdute_full(u coPst maT N,rt bef/sdute_fu~ba - tri singulacess of t (extendd bybbrrn)eoxu(umen)e lsymmeeig/o zigivenikernelion name < size_Ute< size_Vnameo*wpu sve(ll(u coUteVmaT N,kernelgmau lete Aed lF_mxp =u(umen)e lsymme* dpelif lF_nxp;eiurntrinote:o paraumultiplyb...) it ao*wpd eiedpythe cont A witi bysu xt_t > == 0x }****tesdoPnam is constP, T d::ostre*(/sdute(su coNstP, T N,dpelif~ l au d::ostrea*=mentD,ub/unableb isdoROR( " su b )a( A == 0x }****tesdoO,***tesdoPte, size_t TTnam is , size_t enable_ifcont=p.N && Ot=p.P && nt=p.O,*TTna::floa*em_lF_d::ostre*=(/sdute(su coOstP, TT N,rt bef~t_ lsymmeo::ostre+(/sdute(su & dpelif~ l_ lsymmeo::ostre-(/sdute(su & dpelif~ l_eeo*wpuo::ostre+=(/sdute(su & dpelif~;eeo*wpuo::ostre-=(/sdute(su & dpelif~;eeeeo*wpuo::ostre+=(/T sca rig~;eeo*wpuo::ostre-=(/T sca rig~;eion name < size_O,***tesdoPte< size_Qte< size_Rnam is , size_t enable_ifcont=p.O +_Qa&& Nt=p.P +_Rna::floa*em_lF_dir _sum(/sdute(su coOstP, T N,m0,/sdute(su coQteR, T N,m1uloat_ELSt_ELSsu -sca rigcess of ts / sca i byt_ELSt is d::ostre*(/T sca rig~;e is o*wpud::ostre*=(/T sca rig~;ei is d::ostre/(/T sca rig~;e is o*wpud::ostre/=(/T sca rig~;eioe/l e/ su -es aob cess of tsu l e/ '->Ahobieww numb t >& A* ( t >rifl e/ YY* t >r N; ++t >& AhuM, T d::ostre*(/sdute(t >& Ahu T N,dpelif~ l l e/ '->Ahobieww numb t >& A* ( t >rifl e/ YY* t >r N e/ Sssu_t homogenount/obrs, e.g. t >3rifl e4x4Y* t >3, verwrw = 1.0a( A == 0x }****tesdoOnam is o >& AhuO, T d::ostre*(/sdute(t >& AhuO T N,brst m_fl l_te peturn lsymmconst maT d::ostre- ~ l_te p lsymmconst maT negx } ~ l_te peturntril ,ten y, svoduct:u(umen)e= t >& A*(X) es aob o*wputen y,(/sdute(t >& AhuM T N,u,/sdute(t >& Ahu T N,vg~;e is e/ 'en y,, isdoapi ucatibility verwrold >l#inct dieadi.peturntriWARNING: isdoM p.N p.4tD,ub.a( A == 0x }****tesdouate< size_vMnam is , size_t enable_ifcount=p.3a&& vnt=p.3a&& nt=p.N && nt=p.4na::floa*em_lF_ten y,(/sdute(t >& AhuuM T N,u,/sdute(t >& AhuvM T N,vg~;e - tri: n_offsenifice/ n_offseniRES__HPcontti by ebhangindicei sub_ lFl e/ 'i sub_ lFmentextrabe *acedr ldzto 'i s si he contttid e(su ,oubor ( OXPr N n name < size_O,***tesdoPnamesu coOstP, T m_lF_get_sub_ lF(, size_: n_offsente< size_/ n_offsente/sdute_fu, size_t enable_ifcoO Ahs'T'-iex e/*umentinto '->Ahs'T'-Mu xt_t >o*wput->Ahs'T'_to((su coNstM T N,t->Ahs'T'_f~ l - t_EL of ebhs covaer; c lsymmeouboret bef lFumultiplolee : MxN x NxM p.MxM o*wp of ebhs_covaer; c (p lsymmconstM T N,cov_m_fl l_ float_t > p;su & d::ostre=(/sdute(su & ource_ loa_lF_a( A e/ 'i se Sssign( "n d::ostreselete AAnoth ldzto ao*wpe< l "n los the_te ptrisvd ( d1ra( A == 0x }**, size_t Uam tu o*wpud::ostre=(/sdute(su const maU< N, ource_ loatu o*wpud::ostre=(/sdute(Trold_fashd1red_ lF[f m][fNn]f~eFeturntriWARNING: l e/_ []umute(be St siex *oubs si MY* N -,dpeliwi a CRASH!eturntriWARNING: Sssu_ts_: n_by_: n lay -abion.entiSVLIB_ck dea a,aeturntrist v lF::sen( l e/_ ,urn var N; ++t*wpud::ostre=(/sdute(T* l e/_ loatu o*wpud::ostre=(/sdute( f) {t >& AhuTe>& l e/g~;e - trisenSVSVD,eOR( "nu oblfill_brst atu o*wpud::ostre=(/Tlfill_brst loatu o*wpufill(/Tlfill_brst loatu eiurntrinote:oumentl e/ ZZZ edpied eOR( "nu un il spelifck d lsymmeentl VD,reeturne/ 'i it:ostreaequeus fo;_.a( A == 0x }**, size_t imens it:ostre_anam is o*wpeAdom irst m e& rR( oblsenes->Ad(fteed loa //bioteed entte,eyo -1,es->Ad(fteed l wantte,e side_set_->Adoma //dpeliwi a s->Ad(fteed l wiVD,be bapaed verwritesgiveniteed o*wpuset_->Adom(eF,d*teed p.le lo t_EL enSVSVD, lsymmeleubed wirwrdiscr>( pcos__HPc->Ahobieww effici "nu (vd eive orthon* lww effici "nu) o*wpuset_dct(lo m is o*wpeconv(loatu o*wpuid "nity()ba - lapack frobenius_n* (l l_ fon name tesdoatTTnameo*wpu ct bfrom(/sdute(su const maTT N,dpelif~;eeeeo*wpuread_csv_ (/sdute( f) {ll#inc&_dir_,/sdute( f) {ll#inc&_ sdoa_g~;eeo*wpuute_ancsv_ (/sdute( f) {ll#inc&_dir_,/sdute( f) {ll#inc&_ sdoa_g~ l_ o*wpuute_anto_->w(/sdute( f) {ll#inc&_dir_,/sdute( f) {ll#inc&_ sdoa_g~ l_ o*wpuread_from_->w(/sdute( f) {ll#inc&_dir_,/sdute( f) {ll#inc&_ sdoa_g~ l_ fon name tesdoatTTname o*wpuque"niz'_to((su const maTT N,que"niz'd_,u T& min_leube,u T& max_brst l l_ n name tesdoatTTname o*wpuque"niz'((su const maTT N,que"niz'd_,uT& min_leube,uT& max_brst l l_ n name tesdoatTTname o*wpudeque"niz'((su const maTT N,que"niz'd_,u TT& min_leube,u TT& max_brst l l_meo*wpu numbwi a_sum(/t >& Ahu T N,suof d_/ numbs_g~ l_ lapack suo_eOR( "nu(l l_ foo*wpusuo_: nu((su con/2,u T N,dpelif~ l_ o*wpusuo_/ numbs((su const /2,uT N,dpelif~ l_ l n name < size_Rnam is , size_t enable_ifcoRt=p. m&& Rt=p.N a::floa*em prme(/sdute(t >& AhuR, T N,prme_irst m /~ba - t_ELKhu -Rao Pvoduct:u/ numbsumute(be oubse_t sia( A == 0x }****tesdoOnam is o*wpukhu _->o_svoduct(,sdute(su coOst maT N,rt be_,usu con*Ost maT N,svod_g~ l_ ELKr1recklifPvoduct:uMxN x_kr1recklifOxP p.M*OxN*Pa( A == 0x }****tesdoO,***tesdoPnam is o*wpukr1reckli_svoduct(,sdute(su coOstPmaT N,rt be_,uusu con*Ost *P, T N, A wit_~ l_ l T_get_min() l_ T_get_max() l_ T_get_ b _min() l_ T_get_ b _max() l_ e& rR* t m; non-convsa < size_nnz() l_ < size_nnz(u T& th A hold_f~ l_ o*wputh A hold(u T& th A hold_brst _ >& Vtu t >& AhuM, T get_/ numbu < size_/ numb_foo( sl l_ is o*wpuget_/ numbu < size_/ numb_foo( , t >& AhuM, T N,conumb ~ l_eturno*wpuset_/ numbu < size_foo( , sdute(t >& AhuM T N,conumb ~l_eturno*wpuget_/ numbu < size_foo( , su const1 T N,conumb ~ l_ is o*wpuset_/ numbu < size_foo( , sdute(su const1 T N,conumb ~l_eturno >& Ahu T uget_: nu foo( sl l_ is o*wpuget_: nu foo( ,(t >& Ahu T N,: n ~ l_ is o*wpuset_: nu foo( ,(/sdute(t >& Ahu T N,: n ~l_eturno*wpuget_: nu foo( ,(su co1,u T N,: n ~ l_ is o*wpuset_: nu foo( ,(/sdute(su co1,u T N,: n ~ares_xgelee_fu size_**te()c l lete A MY* N;gelee_fuee_fu size_get_t _of_: nu(~ l_ is size_get_t _of_/ numbs(~ l_te peturnT a ~ l_te peturntrin. * if the Febooleersabion. lsymmeentfoex tible b on triwev.f ,ea toelern/ als n/ ak desmput more he contdet tmina"n i eiurntrisubj be/ooisvd ( d1rame().s.a( A == 0x }****tesdoO,***tesdoPte, size_t TTnam is needeioex a(esu coOstP, TT N,ioex a_te/sdute_fuTatoelern/ = f) {t ebhs_limitsp.2m&& Mt<= 4,*TTna::floa*e= 0f~ l l( A == 0x }****tesdoO,***tesdoPnam is , size_t enable_ifcoO =p.P && nt=p.N && Ot=p. m&& Mt>p.2ma::floa*m_lF_get_adjugx } (su coOstPmaT N,adjugx }fl l_te peturn == 0x }****tesdoO,***tesdoPnam is , size_t enable_ifcoO =p.P && nt=p.N && Ot=p. m&& Mt>p.2ma::floa*m_lF_get_cofally, (su coOstPmaT N,cofally, fl l_te peu lete As contdet tmina"n ouborROR( " su x M-1,eN-1eturn == 0x }****tesdoO,***tesdoPnam is T_get_miny,(/su coOstP, T N,miny,_,***tesdo: n_to_cunte< size_/ n_to_cunt/sdute_fu, size_t enable_ifcoO =p. le && Pm=p.Nle && nt=p.N && nt>p.2ma::floa*e= 0f~ l te peturntru 4*4(su b ).D,ubeturntru ** crex }o: t more su x from cer get th.a( A * @cer g ; slen- ; sleninr->prmtsu * @cer g : t more axis - mute(be n* liz'd!eturn*/a( A == 0x }**, size_t TTnam is o*wpur t m(/sdute(TTn; sle, sdute(t >& AhuM-1 T N,axiste/sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l l( A == 0x }**, size_t TTnam is o*wpur t m_x(/sdute(TTn; sle, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l l( A == 0x }**, size_t TTnam is o*wpur t m_y(/sdute(TTn; sle, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdute_ful( A == 0x }**, size_t TTnam is o*wpur t m_z(/sdute(TTn; sle, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdutl( A == 0x }**, size_t TTnam is o*wpusvd_r t m_x(/sdute(TTn; sle, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l l( A == 0x }**, size_t TTnam is o*wpusvd_r t m_y(/sdute(TTn; sle, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdutl( A == 0x }**, size_t TTnam is o*wpusvd_r t m_z(/sdute(TTn; sle, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdl( A == 0x }**, size_t TTnam is o*wpusca (/sdute(TTnsca [3], /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdutl( A == 0x }**, size_t TTnam is o*wpusca (/sdute(TTnx_,u T y,u T z, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdutl( A == 0x }**, size_t TTnam is *tesdoate<>l is sca (/sdute(t >& Ahu3, TT N,sca _, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdutl( A == 0x }**, size_t TTnam is *tesdoate<>l is sca _c->Ahlate/ ( sdute(TTnsca _[3], /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdutl( A == 0x }**, size_t TTnam is *tesdoate<> sca _c->Ahlate/ ( sdute(t >& Ahu3, TT N,sca _, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdutl( A == 0x }**, size_t TTnam is *tesdoate<>uset_c->Ahlate/ ( sdute(TTnx_,u TT y_,u TT z_, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdutl( A == 0x }**, size_t TTnam is *tesdoate<>uset_c->Ahlate/ ( sdute(TTnc->Ah[3],/sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l sdutl( A == 0x }**, size_t TTnam is *tesdoate<>uset_c->Ahlate/ ( sdute(t >& Ahu3, TT N,c->Ahlate/ _,/sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~l l( A == 0x }**, size_t TTnam is *tesdoate<>uget_c->Ahlate/ ( t >& Ahu3, TT N,c->Ahlate/ _, /sdute_fu, size_t enable_ifcont=p.N && nt=p.4,*TTna::floa*e= 0f~ l l e/ h ) {f). * ic-( -Enit_ n name tesdoatEnit_l e/ ob_anam fp.leoehsu su x get_Eniti * sid_ lF()l_xgesv( T& F(w m_lF_( T& y(w m_lF_( T& z(w m_lF_a( A eturntrinests_eirry esmponoys{f). isna" && ( dnfl e/ * is_brsi; ~ l ->emov ,eto lSss brsi;streeturn egacy/ ucatibility abool y,me float_: n_abool y,me_t >: n_abool y,((T* _ ) : ( _ ) {}t T&t d::ostre[]u < size_/ n_ndex < Nat_ bat DES__HPhis lF_SAFE_ACCESSORSeat {u / n_ndex <>p.N ) b/sduted.", & p ) {u VMMconumb ndex < oubb/numsouthis lF_a.", VMM t Dpace vn dl;u [ / n_ndex <*f m]etep }t T&t d::ostre[]u < size_/ n_ndex < Nat_ bat DES__HPhis lF_SAFE_ACCESSORSeat {u / n_ndex <>p.N ) b/sduted.", & p ) {u VMMconumb ndex < oubb/numsouthis lF_a.", VMM t Dpace vn dl;u [ / n_ndex <*f m]etep }t T* MM tprivate:o: n_abool y,() {}ntridisall n f) aob };l e/ 'ientiSVa h ) {to all n -stylenabool {to su x eOR( "nul e/ usage:osu co2,o2,o gs_pamack_m[ 1s][t0x]siz37.0fl_ : n_abool y, d::ostre[]u < size_: n_foo( da_tep DES__HPhis lF_SAFE_ACCESSORSeat {u : n_foo( >f m) b/sduted.", & p ) {u VMM: n ndex < oubb/numsouthis lF_a.", VMM tDpace vn dl;u : n_abool y,(( +_: n_foo( MM }t mee/ 'ientiSVa h ) {to remov Va warn ldzab ERROicie_/ dieadis_ : n_abool y, d::ostre[]u F,d*: n_foo( da_vn dl;u (/*ument)[ < size_u : n_foo( )t_t[ }& Vtu info; friend std::ostream& opprabor << ( std::osted.", sdute(su const maT N,mu x N; ++{ DES__HPEQFABRIC_API_Hsted.", sdute(praboios::fmtflags flags =td:.flags(~l sdute_fusdute(l; r bapaaaaaaaaaaasvd =td:.svd ( d1r(~l sdute_ful( A d:.setf((praboios::rt be,(praboios::adjustfieldf~l sdute_fud:.svd ( d1r( 5f~l l( A tu {u : n_foo( ize_t: n_foo( con0; i: n_foo( d( A tu x ) {uos //st|"; ) {u {u / n_ndex nttttos //sl; ( nttttos //s & Sulete AAm0.equeus(/m1, toelern/ loa.inf == 0x }****tesdoate< size_t M, size_t T am*tesdoate<>u multiplyb/sdute(su const maT N,sign,/sdute(su const maT N,rt be,>& Susu const maT N,rA wit lt >& Sule wit.multiplyb/sign,/rt bef~t_.info == 0x }****tesdoate< size_t M, size_t T amn name < size_Ute< size_Vnamo*wpumu const maT>:: sve(ll(u coUteVmaT N,kernelgu mu const maT> == ;rntridoVLIB_b/sdride_e iginaleleubed inntly asrold >eubed erev.f ,eb isdocalculate/ t me {ul; ry_nttlapack suo p.a.l_ e {ul; rj& Extendd bybbrr irst m eat (trcy < 0) trcy = 0; eat (trcy >p.N) trcy = N-1nt > {ul; risize_t < U0; in d( A tu tu >nttttF,d*trc ntttt& Extendd bybbrr irst m eat (trcx < 0) trcx = 0; eat (trcx >p.M) trcx = M-1nt eat>nttttsuo +=,kernelmat(j,i)t*att(trcy,trcx MM t } t } t == mat(y_,x_) = suo;ep }t }t *ument= == ;_.info == 0x }****tesdoate< size_t M**tesdoPte, size_t T am*tesdoate<>u multiplyb/sdute(su constPmaT N,sign,/sdute(su coPst maT N,rt be, >& Susu const maT N,rA wit lt >& Sule wit.multiplyb/sign,/rt bef~t_.inf == 0x }****tesdoate< size_t M, size_t T am*tesdoa, size_t enable_ifcont=p.N a::floa*mid "nity((su const maT N,mu x_ lt >& Sumu x_ p.lenri = sTalltu mu x_( foo( ,(ndex < p.lenri = sTall<1. )du }>& Sulete AAa ; }{f). finaem.info == 0x }**, size_t Tname floatTRt bdet tmina"nb/sdute(su co1st1 T N,mu x_ lt >& Sulete AAmu x_.a [ 0t_t[.info == 0x }**, size_t Tname floatTRt bdet tmina"nb/sdute(su co2,o2,oT N,mu x_ lt >& Su T& arifl e/ Y_( 0,/ )du T& brifl e/ Y_( 0,/1 )du T& crifl e/ Y_( 1,/ )du T& drifl e/ Y_( 1,/1 )du lete AAat*ad - bt*act[.info == 0x }**, size_t Tname floatTRt bdet tmina"nb/sdute(su co3, 3,oT N,m_ lt >& Sulete Ad( A tu tum_( 0,0f~ * opm_( 1,1f~ * m_( 2,2f~ -pm_( 1,2f~ * m_( 2,1f~ d( A tu +um_( 0,1f~ * opm_( 1,2f~ * m_( 2,0f~ -pm_( 1,0f~ * m_( 2,2f~ d( A tu +um_( 0,2f~ * opm_( 1,0f~ * m_( 2,1f~ -pm_( 1,1f~ * m_( 2,0t_ w m.inf == 0x }**, size_t Tname floatTRt bdet tmina"nb/sdute(su co4,*4,oT N,m lt >& SuTAm00 =tm( 0,/ )du TAm10 =tm( 1,/ )du TAm20 =tm( 2,/ )du TAm30 =tm( 3,/ )du TAm01 =tm( 0,/1 )du TAm11 =tm( 1,/1 )du TAm21 =tm( 2,/1 )du TAm31 =tm( 3,/1 )du TAm02 =tm( 0,/2 )du TAm12 =tm( 1,/2 )du TAm22 =tm( 2,/2 )du TAm32 =tm( 3,/2 )du TAm03 =tm( 0,/3 )du TAm13 =tm( 1,/3 )du TAm23 =tm( 2,/3 )du TAm33 =tm( 3,/3f~l l( A lete Ad( A tu m03 *Am12 *Am21 *Am30d( A tu tu -Am02 *Am13 *Am21 *Am30d( A tu tu -Am03 *Am11 *Am22 *Am30d( A tu tu +Am01 *Am13 *Am22 *Am30d( A tu tu +Am02 *Am11 *Am23 *Am30d( A tu tu -Am01 *Am12 *Am23 *Am30d( A tu tu -Am03 *Am12 *Am20 *Am31d( A tu tu +Am02 *Am13 *Am20 *Am31d( A tu tu +Am03 *Am10 *Am22 *Am31d( A tu tu -Am00 *Am13 *Am22 *Am31d( A tu tu -Am02 *Am10 *Am23 *Am31d( A tu tu +Am00 *Am12 *Am23 *Am31d( A tu tu +Am03 *Am11 *Am20 *Am32d( A tu tu -Am01 *Am13 *Am20 *Am32d( A tu tu -Am03 *Am10 *Am21 *Am32d( A tu tu +Am00 *Am13 *Am21 *Am32d( A tu tu +Am01 *Am10 *Am23 *Am32d( A tu tu -Am00 *Am11 *Am23 *Am32d( A tu tu -Am02 *Am11 *Am20 *Am33d( A tu tu +Am01 *Am12 *Am20 *Am33d( A tu tu +Am02 *Am10 *Am21 *Am33d( A tu tu -Am00 *Am12 *Am21 *Am33d( A tu tu -Am01 *Am10 *Am22 *Am33d( A tu tu +Am00 *Am11 *Am22 *Am33t[.info == 0x }**, size_t Tname flet bioex a(esdute(su co2,o2,oT N,m_, >& Susu co2,o2,oT N,ioex a_te/sdutT toelern/ _ = f) {t ebhs_limits& SuTAdet_ = t bdet tmina"nb/m_ loatu {u b tedet_ wx =toelern/ _ N; ++{ elete AA lsedu }>& SuTAdetioe p.lenri = sTall<1. ) /edet_oatu eiurntri et,ioex a_zto 'i adjugx }fof M>& Sus_.get_adjugx } (ioex a_zloatu eiurnioex a_z*=Adetioeoatu eiurnlete AAt-t t[.info == 0x }**, size_t Tname flet bioex a(esdute(su co3, 3,oT N,m_, >& Susu co3, 3,oT N,ioex a_te/sdutT toelern/ _ = f) {t ebhs_limits& SutriIoex tAat3x3o paraucofally, .utTientiSVab 8 ti_ts_fi =lifckan>& Sutri'i N ebhsaleRecipent/od whichist s Gaussian eliminate/ . eiurnioex a_mat(u0,/ ) =tm_mat(u1,/1 ) * m_mat(u2,/2 ) -pm_mat(u1,/2 ) * m_mat(u2,/1 )du ioex a_mat(u0,/1 ) =tm_mat(u0,/2 ) * m_mat(u2,/1 ) -pm_mat(u0,/1 ) * m_mat(u2,/2 )du ioex a_mat(u0,/2 ) =tm_mat(u0,/1 ) * m_mat(u1,/2 ) -pm_mat(u0,/2 ) * m_mat(u1,/1 )du ioex a_mat(u1,/ ) =tm_mat(u1,/2 ) * m_mat(u2,/0 ) -pm_mat(u1,/0 ) * m_mat(u2,/2 )du ioex a_mat(u1,/1 ) =tm_mat(u0,/0 ) * m_mat(u2,/2 ) -pm_mat(u0,/2 ) * m_mat(u2,/ )du ioex a_mat(u1,/2 ) =tm_mat(u0,/2 ) * m_mat(u1,/0 ) -pm_mat(u0,/0 ) * m_mat(u1,/2 )du ioex a_mat(u2,/ ) =tm_mat(u1,/0 ) * m_mat(u2,/1 ) -pm_mat(u1,/1 ) * m_mat(u2,/ )du ioex a_mat(u2,/1 ) =tm_mat(u0,/1 ) * m_mat(u2,/ ) -pm_mat(u0,/0 ) * m_mat(u2,/1 )du ioex a_mat(u2,/2 ) =tm_mat(u0,/0 ) * m_mat(u1,/1 ) -pm_mat(u0,/1 ) * m_mat(u1,/ )du u Ttdet tmina"n =d( A tu tum_mat(u0,/0 ) * ioex a_mat(u0,/ ) d( A tu +um_mat(u0,/1 ) * ioex a_mat(u1,/ )d( A tu +um_mat(u0,/2 ) * ioex a_mat(u2,/ )du u {u b tedet tmina"n )t<= toelern/ _ N; ++ elete AA lsed ace lsymmeiSVLIB_Enex tible u Ttdetioe p.lenri = sTall<1. ) /edet tmina"noatu eiurnioex a_mat(u0,/0 ) *=Adetioeoatu ioex a_mat(u0,/1 ) *=Adetioeoatu ioex a_mat(u0,/2 ) *=Adetioeoatu ioex a_mat(u1,/0 ) *=Adetioeoatu ioex a_mat(u1,/1 ) *=Adetioeoatu ioex a_mat(u1,/2 ) *=Adetioeoatu ioex a_mat(u2,/0 ) *=Adetioeoatu ioex a_mat(u2,/1 ) *=Adetioeoatu ioex a_mat(u2,/2 ) *=Adetioeoaeiurnlete AAt-t t[.inf == 0x }**, size_t Tname flet bioex a(esdute(su co4,*4,oT N,m_, >& Susu co4,*4,oT N,foe_te/sdutT toelern/ _ = f) {t ebhs_limits& Susdute(T* =tm_ma MMtu eiurntritun'-iex from ClatrinKnauseiurnt* tte,e f 2x2edet tmina"ns: 12 multiplolee s, 6 addiof ts */a( A Ttt1[6]siz{ a [ 2] * a [ 7]n- ; [ 6] * a [ 3],/sdute_fuuuuuuuuuuuuuuua [ 2] * a [11]n- ; [10] * a [ 3],/sdute_fuuuuuuuuuuuuuuua [ 2] * a [15]n- ; [14] * a [ 3],/sdute_fuuuuuuuuuuuuuuua [ 6] * a [11]n- ; [10] * a [ 7],/sdute_fuuuuuuuuuuuuuuua [ 6] * a [15]n- ; [14] * a [ 7],/sdute_fuuuuuuuuuuuuuuua [10] * a [15]n- ; [14] * a [11]n}eFeturnt* thalfe f t lF: 24 multiplolee s, 16 addiof ts */a( A foe_.a [0]siza [ 5] * t1[5]n- ; [ 9] * t1[4] + a [13] * t1[3];a( A foe_.a [0]siza [ 9] * 2[15]n- ; [13] * [11]n- ; 1[ 5] * t1[3];a( A foe_.a 2 [0]siza [13] * 0[11]n- ; 5[ 9] * 2[1+]n- ; 1[ 5] * 41[3];a( A foe_.a 3 [0]siza [ 5] * [11]n- ; 1[ 5] * 31[5]n- ; [ 9] * 01[3];a( A foe_.a 4 [0]siza 8[ 9] * t1[5]n- ; 4[ 5] * t1[5]n- ; 12[13] * t1[3];a( A foe_.a 5 [0]siza 0[ 5] * t1[5]n- ; 8[ 9] * 2[1+]n- ; 12[13] * 11[3];a( A foe_.a 6 [0]siza 4[ 9] * 2[15]n- ; 2[13] * 0[11]n- ; 0[ 5] * 41[3];a( A foe_.a 7 [0]siza 0[ 5] * 31[5]n- ; 4[ 5] * 1[1+]n- ; 8[ 9] * 01[3 Feturn2->se tte,e f 2x2edet tmina"ns: 12 multiplolee s, 6 addiof ts */a( A 2tt1[6]siz{ a [10] * a 51[5]n- ; 4[ 5]n- ; 1[ 7],/sdute_fuuuuuuuuuuuuuuua [10] * a 91[5]n- ; 8[ 9]n- ; 1[ 7],/sdute_fuuuuuuuuuuuuuuua [10] * a 13[15]n- ; 2[13]n- ; 1[ 7],/sdute_fuuuuuuuuuuuuuuua 4[10] * a 91[5]n- ; 8[ 9]n- ; 5[ 7],/sdute_fuuuuuuuuuuuuuuua 4[10] * a 13[15]n- ; 2[13]n- ; 5[ 7],/sdute_fuuuuuuuuuuuuuuua 8[10] * a 13[15]n- ; 2[13]n- ; 9[11]n}eFeturn2->se thalfe f t lF: 24 multiplolee s, 16 addiof ts */a( A foe_.a 8[1[0]siza 7[ 9] 2 t1[5]n- ; 11[ 9] 2 t1[4] + a 5[ 9] 2 t1[3];a( A foe_.a 9[1[0]siza 11[ 9] 2 2[15]n- ; 5[ 9] 2 [11]n- ; 3[ 9] 2 t1[3];a( A foe_.a [0]siza 5[ 9] 2 0[11]n- ; 7[ 9] 2 2[1+]n- ; 3[ 9] 2 41[3];a( A foe_.a 1 [0]siza 7[ 9] 2 [11]n- ; 3[ 9] 2 31[5]n- ; 11[ 9] 2 01[3];a( A foe_.a 12 [0]siza 0[ 9] 2 t1[7]n- ; [ 6] 2 t1[5]n- ; 14[ 9] 2 t1[3];a( A foe_.a 13 [0]siza 2[ 6] 2 t1[5]n- ; 10[ 9] 2 2[1+]n- ; 14[ 9] 2 11[3];a( A foe_.a 14 [0]siza 6[ 9] 2 2[15]n- ; 4[ 9] 2 0[11]n- ; 2[ 9] 2 41[3];a( A foe_.a 15 [0]siza 2[ 6] 2 31[7]n- ; [ 6] 2 1[1+]n- ; 10[ 9] 2 01[3 Feturnx2edet tmin: : 24 multiplolee 3 16 addiof ts */a Ttdet tmina" e_.a [*( A foe_.a [+]n- ; 4 [*( A foe_.a 1[1+7],/sdute_fuuuuuuuuuuuuuuuuuua 8 [*( A foe_.a 2[1+]n- ; 12[13] A foe_.a 3 [3 Fet {ui{u b tedet tmina"n )t<= toelern/ _ N; ++ elete AA lsed ace lsymmeiSVLIB_Enex tible uurnxivvd ( : s, 24 multiplolee snxivvd ( ts */a Ttdetioe p.lenri = sTall<1. ) /edet tmina" */a {u risize_!= s, =M0;/ _ N; ++ A foe_.a i]1 ) *=Adetioeoat atu eiurnlete AAt-t t[.on triumentl e/ Z lete As c N,t->Ahsa"n ouss f th l eowts_e,te:o par v lwput->Ahs'T'_t..1.it ao*w/ ak py..inf == 0x }****tesdoate< size_t M, size_t T am*teso((su coNstM wput->Ahseus(/sdute(su const maT N,mu x_ lt >& Sumu coNstM N,t->Ahs' l_te p ls_.wput->Ahs'T'_t N,t->Ahs'T';u eiurnlete A,t->Ahs' ~t_.inf == 0x }****tesdoate< size_t M, size_t T * * osv fet_Eseus(/sdute(su const maT N,mu , u hs_lieed pe12, u _fu, size_t enable_ifcont=p.N &&& AAmu x_mat(u0,/0< hs_lie _ N; ++ elete AA lt_oatu eiurntylve_fi =cpuutr ( d1ra( M 1ex < N >tu mu co2,o2,o m; >tu mu Sus_.get_sub_ lF,tm( 0,/ )du 1ra( = t bdet tmina"n,/0< hs_lie _ N; ++ ++ elete AA lt_oat} )du u M 2ex < N >tu mu co3, 3,o m; >tu mu Sus_.get_sub_ lF,tm( 0,/ )du 1ra( = t bdet tmina"n,/0< hs_lie _ N; ++ ++ elete AA lt_oat} eoaeiurnlete AAt-t t[.inf == 0x }****tesdoate< size_t M, size_t Tte(su const ma na:: (() lt >& SunoLIB_Eniti : t mo }{foxu::o * n/ < (s ~t_.info == 0x }****tesdoate< size_t M, size_t T amn name }**, size_t Ute(su const ma n ub_ lF(,sdute(su const maU< N, ource) lt >&(*:u(umen) N, our-t t[nfo == 0x }****tesdoate< size_t M, size_t T amn name < sisdoPte< size_Qte(su const ma n ub_ lF(,sdute(su coPteQ, T N, ource) lt >, sdutte< sit tLen)m&& M ?m&&:S p.ldu, sdutte< sit tCen)mQty_< ?mQ&:SNa" */a(*:u(umen) ZERdu u }{f {u ris ize_t t tLeize++e _ N; ++ }{f {u j ris izj_t t tC izj++e _ N; ++u x ) x_mai,j men) N, ourmai,zj_le l }t t[nfo == 0x }****tesdoate< size_t M, size_t TlF_( Qte(su const ma nT& at(u size_: n_foo( te< size_/ n_foo() lt >&ep DES__HPhis lF_SAFE_ACCESSO1ra( {u : n_foo(Ot=p|| {u / n_ndex <>p. x ) , & p ) {u &e} space v_n dl;u [ / n_ndex <* +_: n_foo 0t_t[.info == 0x }****tesdoate< size_t M, size_t T_fusdute_( Qte(su const ma nT& at(u size_: n_foo( te< size_/ n_foo( < lt >&ep DES__HPhis lF_SAFE_ACCESSO1ra( {u : n_foo(Ot=p|| {u / n_ndex <>p. x ) , & p ) {u &e} space v_n dl;u [ / n_ndex <* +_: n_foo 0t_t[.nfo == 0x }****tesdoate< size_t M, size_t TlF_( Qte(su const ma nT& d::ostre()(u size_: n_foo( te< size_/ n_foo(_ lt >& Sulete& Sulete& Sulete<_ma _t[.info == 0x }****tesdoate< size_t M, size_t Tte(su const ma n urnd::ost Susdute(( sl _ lt >& Sulete<_ma _t[u} space inf == 0x }****tesdoate< size_t M, size_t T *Tte(su const ma n urnd::ostre==(/sdute(su const maT N,dpelif~ _ lt >&e p* k =,t )du {u risiz k a" && M *_<< N;iex < N >tu k i[t0x= N,dp. i[t )du }>& Suleteok _t[.i inf == 0x }****tesdoate< size_t M, size_t T *Tte(su const ma n urnd::ostre!=(/sdute(su const maT N,dpelif~ _ lt >& Sulete! d::ostre= N,dpelif_t[.info == 0x }****tesdoate< size_t M, size_t T *Tte(su const ma n fleequeus(/sdute(su const maT & dpeli, T toelern/ l _ lt >&e p* k =,t )du {u : n_foo( iz k a" e_t: n_foo( coe_t: n_fo++x < N >tu {u {u / n_ndex & Suleteok _t[.info == 0x }****tesdoate< size_t M, size_t T amn name }**, size_t ucar _a *Tte(su const ma n fleequeus(/sdute(su const maT & dpsub_ li, ucar _a& cmpf~ _ lt >&e p* k =,t )du {u o( iz k a" e_to( con0; iex < N >tu {u {u ex & Suleteok _t[.info == 0x }****tesdoate< size_t M, size_t Ts(/sdute(su const maT Qte(su const ma nT& d::ostre=(/sdute(su & ource_ lt >& emcp ( , & our. ( , [ MY**ifu t m)T';u eiurnlete*:u(u _t[.info == 0x }****tesdoate< size_t M, size_t T amn name }**, sizeUe_VnamoQte(su const ma nT& d::ostre=(/sdute(su const maU< N, ource) lt >&=(/sduU* lieed & our. rbegin()ba =(/sduU* li_ infed & our. rfo; ~ba O1ra( it:ostmy_lieed rbegin()ba {u ; lie!= li_ in< N;it, N;my_liex < N >tu *my_lieed p.lenri = sTa*it bef~t_ }t_t[.nfo == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma nT& d::ostre=(/sdute(Trold_fashd1red_ lF[f m][fNn) lt >& {u o( ize_to( coe_t++x < N >tu {u {u ex &F::sen( l e/_ T* l e/_ + si MY, =,t-t _t[.info == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma nT& d::ostre=(/sdute( f) {t >& AhuTe>& l e_ lt >& >& l.ze_**te M *_&F::sen( l. rbegi T* l. rfo, =,t-t _t[.nfo == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma nwpumultiply_piecewi a(esdute(su & dpelelgu e {u : n_foo( ize_t: n_foo( coe_t: n_fo++x sdu{- {u / n_ndex & {u : n_foo( ize_t: n_foo( coe_t: n_fo++x < N >tu {u {u / n_ndex tu {u {u pex & Sumu constP, T Sule ;u eiurule wit.multipl*:u(u, & dpelif~t_ vn dl;u Sule ;u~t_.info == 0x }****tesdoate< size_t M, size_t T amn name < sisdoO,***tesdoPte, size_t TTis , size_t enable_ifcont=p.N && Ot=p.P && nt=p.O,*TTna::floate(su const ma nT& d::ostre*=(/sdute(su coOstP, TT N,rt b_ lt >& Sumu const maTk py (/*ume l_teu multiplybpy, N,rt bef~t_ Sulete At t[nfo == 0x }****tesdoate< size_t M, size_t T Sumu const maate(su const ma nT& d::ostre/(/T sca relgu mu const , T Sule ;u gu e {u : n_foo( ize_t: n_foo( con0; i: n_foo( sdu{- {u / n_ndex & Sumu const maT Sule ;u eilt >& {u : n_foo( ize_t: n_foo( con0; i: n_foo( d( >tu {u {u / n_ndex & {u : n_foo( ize_t: n_foo( con0; i: n_foo( d( >tu {u {u / n_ndex & AhuM Tte(su const ma n urnd::ostre*(/sdute(t >& Ahu T N,dpelif~ elgt >&u t >& AhuM, T Sule ;ult >& Su(/*um con, T=m coPt *s co1doPnam istmp )du {u : n_foo( ize_t: n_foo( coe_t: n_fo++x < N >tu tmpo=e p.lenri = sTallt {u {u pex Ahobmb t >& A* ( t >rifl e/ YY* t > N e/ Sssu_t homogenount/ob(+ }{fg. t >3rifl/ YY* 3,/, s, e.g. 3 [0] = 1nfo == 0x }****tesdoate< size_t M, size_t T amn name < sist Tne(t >& OhuM Tte(su const ma n urnd::ostre*(/sdute(t >& AhuO T N,brst m_fl elgt >&u t >& Ost maT Sule ;u eiistmp )du {u : n_foo( ize_t: n_foo( con0; i: n_foo( d( >tu tmpo=e p.a. >tu {u {u / n_ndex u_t homoegeno N,4_ N; ++ l # x * ed N; ++ ++ tmpo+=etu {u {u / n_ndex & Sulete negx _t[.info == 0x }****tesdoate< size_t M, size_t Tte(su const maQte(su const ma n negx } ~ elgt >& Sumu const maT Sule ;u ei N,rA w*ed pp.a. >tvn dl;u Sule ;u~t_.info == 0x }****tesdoate< size_t M, size_t Tnamooate(su const ma nlF_ten y , sdute(t >& AhuM T u, , sdute(t >& Ahu T vy relgu e {u / n_ndex & AhuuM T N,u,/sdute(t >& AhuvM T N,elgt >& {u / n_ndex tu e {u : n_foo( ize_t: n_foo( 3con0; i: n_foo( d( A ttttt vmat(u: n_foo( te/ n_ndex =eu. [ / n_nde[13]v. +_: n_foo 0tu A ttttt vma3o( te/ n_ndex =eu. [ / n_nde[lt_oat} eoaei e {u : n_foo( ize_t: n_foo( 3con0; i: n_foo( d( A t vmat(u: n_foo(3ex =ev. +_: n_foo 0tu A t vma3o(3ex =epp.a.f~t_ Sulete At t[.info == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma n wput->Ahs'T'_to((su coNstM T M m_fl elgt >& {u o( ize_to( con0; iex < N >tu {u {u ex N,cov. N,cov.tmpo=e ;gu{ep }tt[ }[info == 0x }****tesdoate< size_t M, size_t Tne(t >& AhuM oate(su const ma n wpuget_/ numbu < size_fo_m_fl elgune(t >& AhuM oet_/ n;guwpuget_/ num n_foo( teconumb vn dl;uet_/ n;g t[.info == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma n wpuget_/ numbu < size_foo(te(t >& AhuM T N,conum < lt >&ep DES__HPhis lF_SAFE_ACCESSOlt >& ze_fo_x <>p. x ) , & p ) {u wpuget_/ nu/1 ) n ndex < oubb/n.umsouthis lF_a.", lt >&e} space v_lt >& emcp &et_/ noe_.a , & M13] A_foo , [ Mfu t m)T';u t[.info == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma n wpuset_/ numbu < size_foo( , sdute(t >& AhuM T N,conum lt >&ep DES__HPhis lF_SAFE_ACCESSO1ra(lt >& ze_fo_x <>p. x ) , & p ) {u spuget_/ nu/1 ) n ndex < oubb/n.umsouthis lF_a.", 1ra(lt >&u} spacet >& emcp e/_ + si M n_foo( tecon. ( , [ Mfu t m)T';u t[.info == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma n wpuget_/ numbu < size_foo( , su const1 T N,conumb ~ lt >&ep DES__HPhis lF_SAFE_ACCESSO1ra(lt >& ze_fo_x <>p. x ) , & p ) {u wpuget_/ nu/1 ) n ndex < oubb/n.umsouthis lF_a.", 1ra(lt >&u} spacet >& emcp tecon. ( , e/_ + si M n_foo( [ Mfu t m)T';u t[.nfo == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma n wpuset_/ numbu < size_foo( , sdu , su const1 T N,conum lt >&ep DES__HPhis lF_SAFE_ACCESSO1ra(lt >& ze_fo_x <>p. x ) , & p ) {u spuget_/ nu/1 ) n ndex < oubb/n.umsouthis lF_a.", 1ra(1ra(lt >&u} spacet >& emcp & M13] A_foo , tecon. ( , [ Mfu t m)T';u t[.info == 0x }****tesdoate< size_t M, size_t Tnrno >& Ahu TQte(su const ma n wpuget_: nu fo_m_fl elgune(t >& nst maT iiguwpuget_: ze_foo( N,: n vn dl;u ;u t[.info == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma n wpuget_: nu t(u: n_foo( ,(t >& Ahu T N,: n ~ lt >&ep DES__HPhis lF_SAFE_ACCESSO1ra( {u : n_foo(Ot=p. x ) , & p ) {u wpuget_:/1 ) n ndex < oubb/n.umsouthis lF_a.", 1ra(u} spacet >& {u {u / n_ndex & Ahu T N,: lt >&ep DES__HPhis lF_SAFE_ACCESSO1ra( {u : n_foo(Ot=p. x ) , & p ) {u spuget_:/1 ) n ndex < oubb/n.umsouthis lF_a.", 1ra(u} spacet >& {u {u / n_ndex &ep DES__HPhis lF_SAFE_ACCESSO1ra( {u : n_foo(Ot=p. x ) , & p ) {u wpuget_:/1 ) n ndex < oubb/n.umsouthis lF_a.", 1ra(u} spacet >& {u {u / n_ndex &ep DES__HPhis lF_SAFE_ACCESSO1ra( {u : n_foo(Ot=p. x ) , & p ) {u spuget_:/1 ) n ndex < oubb/n.umsouthis lF_a.", 1ra(u} spacet >& {u {u / n_ndex & {u : n_foo(Ot=p. T& N,:"FIXME.t,e"; )assert {u : n_foo& SuleteM0t_t[.info == 0x }****tesdoate< size_t M, size_t Tate< sQte(su const ma n wpuget_t _cf_/ numbs(~ {tu eiurnlete<< t_t[..nfo == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma n fill t mfillVif threlgt >& {u : n_foo( ize_t: n_foo( con0; i: n_foo( d( >tu {u {u / n_ndex & Sulete<_ma [ns: 0t_t[.info == 0x }****tesdoate< size_t M, size_t TlF_( Qte(su const ma nyaT_ lt >& Sulete<_ma [ns3 0t_t[.info == 0x }****tesdoate< size_t M, size_t TlF_( Qte(su const ma nzaT_ lt >& Sulete<_ma [ns4 0t_t[nfo == 0x }****tesdoate< size_t M, size_t T amn name }**, sizeinput_ it:os si TnamoQte(su const ma n wpu(einput_ it:os si rbe_,einput_ it:os si} s_,ee p* t(u:majos n lay ( {O1ra( nput_ it:os siiu(e rbe_/m_ loatu ( t(u:majos n lay ( d( >tu {u {u o( ize_to( con0; iex < N d( >tu u {u {u ex &fill t p.lenri = sTall&te( ffill t rbegi rfo, if trce;u~t_.info == 0x }****tesdoate< size_t M, size_t Turn lsymmconst maTQte(su const ma n T& d::os+e!=(/sdute(su const maT N,dpelif~ _ lu mu const , T Sule (/*ume urule o+=e N,dp;t vn dl;u Sule ;u~t_.info == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma n T& d::os+re!=(/sdute(su const maT N,dpel {O1ra( it:ostlieed rbegi, li_ infed rfo; u _ it:os & dpslieed N,dp. rbegin()ba {u ; lie!= li_ in< N;it, N; & dpsliex < N >tu *i o+=e* & dpslief~t_ }t_t[.nfo == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma nT& d::os+re/=(/T sca relgu it:ostlieed rbegi, li_ infed rfo; {u ; lie!= li_ in< N;itex sdu{*i o+=e / sar tu *i o-=e* & dpslief~t_ }t_t[nfo == 0x }****tesdoate< size_t M, size_t TnamoQte(su const ma nT& d::os-re/=(/T sca relgu it:ostlieed rbegi, li_ infed rfo; {u ; lie!= li_ in< N;itex sdu{*i o-=e / sar &(*:u(umen) p.lenri = sTall& {u o( ize_to( Ocon0; iex < N >tu {u {u ex & {u o( ize_to( Qcon0; iex < N >tu {u {u ex & Sulete At t[.info == 0x }****tesdoate< size_t M, size_t T amn name < sisdoO,***test Tte(su OcoOstP, Tte(su const ma n s_.get_sub_ l{u :offwpuo( te< size_/offwpuo(Tis , size_t enable_iO&&ep DES__HPhis lF_SAFE_ACCESSO1ra( O* +_/offwpu:>t=p|| =p+e te/offwpu:>t&e} spaceu e {u o( ize_to( Ocon0; iex sdu{- {u o( & Sulete At t[.info == 0x }****tesdoate< size_t M, size_t T amn name < sisdoO,***test Tis , size_t enable_iO&& Sulete AAa ; }{f). finaem.info == 0x }****tesdoate< size_t M, size_t TlF_( Tte(su const ma ndet nu(~ _ lt >& Sulete = t bdet tmina" (/*ume ~t_.info == 0x }****tesdoate< size_t M, size_t T amn name < sisdoO,***tesdoPte, size_t TTlF_( *Tte(su const ma n bioex te(su coOstP, TT N,ioex ai, T toeler, u _fu, size_t enable_ifcont=p.N && Ot=p.P && OtMp.N &&>= 2p.N &&& Sulete = t bioex *:u(u, N,ioex a1, toelern/ loa.info == 0x }****tesdoate< size_t M, size_t T amn name < sisdoO,***test Tis , size_t enable_iO& Ot=p.P && ntNp.P && OtMp.N &&>= 2p.N a::flTte(su const ma n s_.get_adjugx te(su coOstP T i adjugxlif~ _ luwpugetucofall( i adjugxl Ahseui adjugxl & Sulete At t[.info == 0x }****tesdoate< size_t M, size_t T amn name < sisdoO,***test Tis , size_t enable_iO& Ot=p.P && ntNp.P && OtMp.N &&>= 2p.N a::flTte(su const ma n s_.getucofall( te(su coOstP T etucofallelif~ _ lt >& Sumu -1o(N pstP, T t tor_ g , sdutte< si_ neg =epu;gu e {u : n_foo( ize_t: n_foo( con0; i: n_foo( sdu{- {u / n_ndex & Sulete At t[.info == 0x }****tesdoate< size_t M, size_t T amn name < sisdoO,***test T Tte(su const ma n s_.gt tor( te(su coOstP T t tor_,a{u :to_cuuo( te< size_/to_cuuo(Tis , size_t enable_iO& Ot -1p.N P&=cy = p.3a&& nt=p.N &&>= 2p.N a::flxlif~ _ lus{u :offwpuo=e ;gus te< size_/offwpu:=e ;gu e {{u : n_foo( ize_t: n_foo( con0; i: n_foo( sdu{ {u : n_foo== :to_cuu ( :offwpuo=e= M-1nl # x sdu{ e {{u / n_ndex & Sulete = t bdet tmina"n tor_n/ loa.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n rotaEseus(/sdu_t anglx a , sdute(t >& A-nst1 T ax(u, Tis , size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& Susdut anglxen) p.lenri = sTaanglx a. gt >& Susdut s( """""= einTaanglx,/ )du s( """= zesTaanglx,/ )du )du Su(/*umentiecessary einernVisual Studio caniSVLuru LIB_ )du Supt_:/-cale flrrec.ly( we j]umutris2.0 direc.ly. )du Su(/*umw , IB_c'2.0'ment>:: erted a_zto 'ssize::o *t )du Sua*w/ aax(u Ty esmpons g , sduT _zeroo=e p.a. , sduT smp =epp.a.)du twoo=e2p.a.f~t_ e_.a ["= zes( + smp - zes( x *spt_:aax(uoe_.a , twoo/ )du e_.a 1[1"= smp - zes( x *sax(uoe_.a *sax(uoe_.a 1[1+]s( *sax(uoe_.a 2] )du e_.a 2[1"= smp - zes( x *sax(uoe_.a *sax(uoe_.a 2[15]s( *sax(uoe_.a 1] )du e_.a 3[1"= _zero )du )du n- ; 4 ["= smp - zes( x *sax(uoe_.a *sax(uoe_.a 1[15]s( *sax(uoe_.a 2] )du e_.a 5 ["= zes( + smp - zes( x *spt_:aax(uoe_.a 1 , twoo/ )du e_.a 6 ["= smp - zes( x *sax(uoe_.a 1[ 9]sax(uoe_.a 2[1+]s( *sax(uoe_.a 0] )du e_.a 7[1"= _zero )du )du n- ; 8[1"= smp - zes( x *sax(uoe_.a *sax(uoe_.a 2[1+]s( *sax(uoe_.a 1] )du e_.a 9 ["= smp - zes( x *sax(uoe_.a 1[ 9]ax(uoe_.a 2[15]s( *sax(uoe_.a 0] )du e_.a [0]zes( + smp - zes( x *spt_:aax(uoe_.a 2 , twoo/ )du e_.a 1 [0]_zero )du e_.a 12]"= _zero )du e_.a 13 [0]_zero )du e_.a 14 [0]_zero )du e_.a 15 [0]smp0tu~t_.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n rotaEs_xeus(/sdu_t anglx ais , size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& Susdut anglxe """""= e p.lenri = sTaanglx a. gt >& Susdut s( """""""= einTaanglx,/ )du s( """""= zesTaanglx,/ )du istmp u _mpted."""""= uuua 4e[13]zes( + uuua 8e[13]s( )du e_.a 8e[1:=e= uuua 4e[13]s( + uuua 8e[13]zes( )du e_.a 4e[1:=etmp u _mpted."""""= uuua 5e[13]zes( + uuua 9e[13]s( )du e_.a 9e[1:=e= uuua 5e[13]s( + uuua 9e[13]zes( )du e_.a 5e[1:=etmp u _mpted."""""= uuua 6e[13]zes( + uuua 10e[13]s( )du e_.a 10e[1=e= uuua 6e[13]s( + uuua 10e[13]zes( )du e_.a 6e[1:=etmp u _mpted."""""= uuua 7e[13]zes( + uuua 11e[13]s( )du e_.a 11e[1=e= uuua 7e[13]s( + uuua 11e[13]zes( )du e_.a 7e[1:=etmp ~t_.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n rotaEs_yeus(/sdu_t anglx ais , size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& Susdut anglxen) p.lenri = sTaanglx a. gt >& Susdut s( """""= einTaanglx,/ )du s( """= zesTaanglx,/ )du istmp u _mpted."""""= uuua 0e[13]zes( [5]n- ; 8e[13]s( )du e_.a 8e[1:=euuua 0e[13]s( """"+ uuua 8e[13]zes( )du e_.a 0e[1:=etmp u _mpted."""""= uuua 1e[13]zes( [5]n- ; 9e[13]s( )du e_.a 9e[1:=euuua 1e[13]s( """"+ uuua 9e[13]zes( )du e_.a 1e[1:=etmp u _mpted."""""= uuua 2e[13]zes( [5]n- ; 10e[13]s( )du e_.a 10e[1=euuua 2e[13]s( """"+ uuua 10e[13]zes( )du e_.a 2e[1:=etmp u _mpted."""""= uuua 3e[13]zes( [5]n- ; 11e[13]s( )du e_.a 11e[1=euuua 3e[13]s( """"+ uuua 11e[13]zes( )du e_.a 3e[1:=etmp ~t_.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n rotaEs_zeus(/sdu_t anglx ais , size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& Susdut anglxen) p.lenri = sTaanglx a. t >> >& Susdut s( """""= einTaanglx,/ )du s( """= zesTaanglx,/ )du istmp u _mpted."""""= uuua 0e[13]zes( + uuua 4e[13]s( )du e_.a 4e[1:=e= uuua 0e[13]s( + uuua 4e[13]zes( )du e_.a 0e[1:=etmp t >> >&_mpted."""""= uuua 1e[13]zes( + uuua 5e[13]s( )du e_.a 5e[1:=e= uuua 1e[13]s( + uuua 5e[13]zes( )du e_.a 1e[1:=etmp u _mpted."""""= uuua 2e[13]zes( + uuua 6e[13]s( )du e_.a 6e[1:=e= uuua 2e[13]s( + uuua 6e[13]zes( )du e_.a 2e[1:=etmp u _mpted."""""= uuua 3e[13]zes( + uuua 7e[13]s( )du e_.a 7e[1:=e= uuua 3e[13]s( + uuua 7e[13]zes( )du e_.a 3e[1:=etmp ~t_.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n pre_rotaEs_xeus(/sdu_t anglx am) b/sduted."""is , size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& Susdut anglxen) p.lenri = sTaanglx a. gt >& Susdut s( """""= einTaanglx,/ )du s( """= zesTaanglx,/ )du istmp t >> >&_mpted."""""= uuua 1e[ )du e_.a 1e[1:=euuua 1e[13]zes( + uuua 2e[13]s( )du e_.a 2e[1:=etmp13]-s( + uuua 2e[13]zes( u _mpted."""""= uuua 5e[ )du e_.a 5e[1:=euuua 5e[13]zes( + uuua 6e[13]s( )du e_.a 6e[1:=etmp13]-s( + uuua 6e[13]zes( u _mpted."""""= uuua 9e[ )du e_.a 9e[1:=euuua 9e[13]zes( + uuua 10e[13]s( )du e_.a 10e[1=etmp13]-s( + uuua 10e[13]zes( gt >&_mpted."""""= uuua 13e[ )du e_.a 13e[1=euuua 13e[13]zes( + uuua 14e[13]s( )du e_.a 14e[1=etmp13]-s( + uuua 14e[13]zes( ~t_.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n pre_rotaEs_yeus(/sdu_t anglx ais , size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& Susdut anglxen) p.lenri = sTaanglx a. gt >& Susdut s( """""= einTaanglx,/ )du s( """= zesTaanglx,/ )du istmp u _mpted."""""= uuua 0e[ )du e_.a 0e[1:=euuua 0e[13]zes( = uuua 2e[13]s( )du e_.a 2e[1:=etmp13]s( + uuua 2e[13]zes( u _mpted."""""= uuua 4e[ )du e_.a 4e[1:=euuua 4e[13]zes( = uuua 6e[13]s( )du e_.a 6e[1:=etmp13]s( + uuua 6e[13]zes( u _mpted."""""= uuua 8e[ )du e_.a 8e[1:=euuua 8e[13]zes( = uuua 10e[13]s( )du e_.a 10e[1=etmp13]s( + uuua 10e[13]zes( gt >&_mpted."""""= uuua 12e[ )du e_.a 12e[1=euuua 12e[13]zes( = uuua 14e[13]s( )du e_.a 14e[1=etmp13]s( + uuua 14e[13]zes( ~t_.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n pre_rotaEs_zeus(/sdu_t anglx ais , size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& Susdut anglxen) p.lenri = sTaanglx a. gt >& Susdut s( """""= einTaanglx,/ )du s( """= zesTaanglx,/ )du istmp t >> >&_mpted."""""= uuua 0e[ )du e_.a 0e[1:=euuua 0e[13]zes( + uuua 1e[13]s( )du e_.a 1e[1:=etmp13]-s( + uuua 1e[13]zes( u _mpted."""""= uuua 4e[ )du e_.a 4e[1:=euuua 4e[13]zes( + uuua 5e[13]s( )du e_.a 5e[1:=etmp13]-s( + uuua 5e[13]zes( u _mpted."""""= uuua 8e[ )du e_.a 8e[1:=euuua 8e[13]zes( + uuua 9e[13]s( )du e_.a 9e[1:=etmp13]-s( + uuua 9e[13]zes( gt >&_mpted."""""= uuua 12e[ )du e_.a 12e[1=euuua 12e[13]zes( + uuua 13e[13]s( )du e_.a 13e[1=etmp13]-s( + uuua 13e[13]zes( g~t_.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n / sseus(/sdu_t _ / ss[3], u _fu, size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& Susdut / ss0en) p.lenri = sTa_ / ss[ 0e[1/ )du / ss1en) p.lenri = sTa_ / ss[ 1e[1/ )du / ss2en) p.lenri = sTa_ / ss[ 2e[1/ f~t_ e_.a ["*=s / se0 )du e_.a 1[1"*=s / se0 )du e_.a 2[1"*=s / se0 )du e_.a 3[1"*=s / se0 )du e_.a 4[1"*=s / se1 )du e_.a 5 ["*=s / se1 )du e_.a 6 ["*=s / se1 )du e_.a 7 ["*=s / se1 )du e_.a 8 ["*=s / se2 )du e_.a 9 ["*=s / se2 )du e_.a 10[ 9=s / se2 )du e_.a 11[ 9=s / se2 g~t_.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n / sseus(/sdu_t x a , sduT y a , sduT z_, u _fu, size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& Susdut _xen) p.lenri = sTax_1/ f~t_ e_.a ["*=s_x )du e_.a 1[1"*=s_x )du e_.a 2[1"*=s_x )du e_.a 3[1"*=s_x )du e_.a 4[1"*=sy_ )du e_.a 5 ["*=sy_ )du e_.a 6 ["*=sy_ )du e_.a 7 ["*=sy_ )du e_.a 8 ["*=sz_ )du e_.a 9 ["*=sz_ )du e_.a 10[ 9=sz_ )du e_.a 11[ 9=sz_ g~t_.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTlF_( namoQte(su const ma n / sseus(/sdute(t >& 3stP, TT / ss_, u _fu, size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& / sseu / ss_oe_.a n/ loa.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTnamoQte(su const ma n / ss_wput-l: t meus(/sdu_t / ss_[3], u _fu, size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >&e_.a 12[ 9=s p.lenri = sTa / ss_[0]o/ )du e_.a 13[ 9=s p.lenri = sTa / ss_[1]o/ )du e_.a 14[ 9=s p.lenri = sTa / ss_[2]n/ loa.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTlF_( namoQte(su const ma n / ss_wput-l: t meus(/sdute(t >& 3stP, TT / ss_, u _fu, size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& / ss_wput-l: t meu / ss_oe_.a n/ loa.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTlF_( namooate(su const ma n s_.gwput-l: t meus(/sdu_t x a , sduTT y a , sduTT z_, _fu, size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >&e_.a 12[ n) p.lenri = sTax_1/ )du e_.a 13[ n) p.lenri = sTay_1/ )du e_.a 14[ n) p.lenri = sTaz_n/ loa.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTlF_( namoQte(su const ma n _.gwput-l: t meus(/sdu_t wput-[3], u _fu, size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >&e_.a 12[ n) p.lenri = sTawput-[ 0e[1/ )du e_.a 13[ n) p.lenri = sTawput-[ 1e[1/ )du e_.a 14[ n) p.lenri = sTawput-[ 2e[1/ loa.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTlF_( namoQte(su const ma n _.gwput-l: t meus(/sdute(t >& 3stP, TT wput-l: t m_, u _fu, size_t enable_ifcont=p.N && nt=p.O,*TTna::flon) lt >& _.gwput-l: t meuwput-l: t m_oe_.a n/ loa.info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t TTlF_( namoTte(su const ma n s_.gwput-l: t meute(t >& 3stP, TT wput-l: t m_, u _fu, size_t enable_ifcont=p.N && nt=p.O,*TTna::flon f~ _ lt >&wput-l: t m_oe_.a [ 0e[1= uuua 12e[ )du wput-l: t m_oe_.a [ 1e[1=euuua 13e[ )du wput-l: t m_oe_.a [ 2e[1=euuua 14 0t_t[.info == 0x }****tesdoate< size_t M, size_t Tate< sQte(su const ma n ate< nu(~ _ lt >& SuleteM *_< loa.info == 0x }****tesdoate< size_t M, size_t T M, sizete(su const ma n it:osQte(su const ma n rbegi_ lt >& Sulete<_ma _t[.info == 0x }****tesdoate< size_t M, size_t T M, sizete(su const ma n it:osQte(su const ma n rfo_ lt >& Sulete<_ma 1+]s(zgx _t[.info == 0x }****tesdoate< size_t M, size_t T M, sizete(su const ma n _ it:osQte(su const ma n rbegiu(~ _ lt >& Sulete<_ma _t[.info == 0x }****tesdoate< size_t M, size_t T M, sizete(su const ma n _ it:osQte(su const ma n rfou(~ _ lt >& Sulete<_ma 1+]s(zgx _t[.info == 0x }****tesdoate< size_t M, size_t T M, sizete(su const ma nre,ioex it:osQte(su const ma n r rbegi_ lt >& Sulete<_ma 1+]s(zgx * N1< _t[.info == 0x }****tesdoate< size_t M, size_t T M, sizete(su const ma nre,ioex it:osQte(su const ma n r rfo_ lt >& Sulete<_ma 1 N1< _t[.info == 0x }****tesdoate< size_t M, size_t T M, sizete(su const ma n _re,ioex it:osQte(su const ma n r rbegiu(~ _ lt >& Sulete<_ma 1+]s(zgx 1 N1< _t[.info == 0x }****tesdoate< size_t M, size_t T M, sizete(su const ma n _re,ioex it:osQte(su const ma n r rfou(~ _ lt >& Sulete<_ma 1 N1< _t[.info == 0x }****tesdoate< size_t M, size_t T amn name }**, sizeinit_func:os si T=(/sdute(su const maQte(su const ma ns_.ginitialte<1red_ (relgu mu const , T mu _ init_func:os stre( mu _: n vn dl;u mu _ t[.on it's ugly, busiiu allows having prT& dly( nitialte<1) p& embioe.on withx < having to worry abx < p& nitialte: t m order.info == 0x }****tesdoate< size_t M, size_t Ts(/sdute(su const maoate(su const ma nIDENTITY(lt >&te(su const ma n s_.ginitialte<1red_ <& _.gwo_identity_func:os&te(su const ma n s_.ginitialte<1red_ <& _.gwo_zero_func:ostu *i o=s p.lenri = sTa* & dpsliexn()ba } u t[.nfo == 0x }****tesdoate< size_t M, size_tt T Tte(su const ma ns_.gt t(m_fl elguT t t_ if th=e p.lenriT>(te( fnumef eblimitsiT>::te (r)a. . , sd_ it:osttlieed rbegi,. _ infed rfo; {u ; lie!= li_ in< N;it( s; eat *i o< t t_ if th)tedu{ t t_ if th=e*it (0)a. . , sd_ it:osttlieed rbegi,. _ infed rfo; {u ; lie!= li_ in< N;it( s; eat *i o> tax_ if th)tedu{ tax_ if th=e*it (te( fnumef eblimitsiT>::te (r)a. . , sd_ it:osttlieed rbegi,. _ infed rfo; {u ; lie!= li_ in< N;it( s; eat fabs(*itte fabs(t t_ if t)h)tedu{ t t_ if th=efabs(*itt (0)a. . , sd_ it:osttlieed rbegi,. _ infed rfo; {u ; lie!= li_ in< N;it( s; eat fabs(*itte> fabs(tax_ if t)h)tedu{ tax_ if th=efabs(*itt T& esholdv_m_edu{ N;g un i (0)a. ep }tt fi info == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t t TnamoTte(su const ma nquantie< so(ute(su const TmaT quantie::is_signedce edu{ *i _quanth=eTT(&te( ftbeg&te( ftax(ut t_w.grangt,elong((e*ite*ew.grangth/ .grangth)o+ 0.5)),utax_w.grangthx < VM} l # edu{ *i _quanth=eTT(&te( ftbeg&te( ftax(ut t_w.grangt,elong(((*i o- t t_ if t)h*ew.grangth/ .grangt)o+ 0.5)),utax_w.grangthx < VM}; ea}< } } }nfo == 0x }****tesdoate< size_t M, size_t T amn name Pte, size_t t TnamoTte(su const ma nquantie<(ute(su const TmaT quantie::is_signedce edu{ *i _dequanth=ete( ftbeg&te( ftax(ut t_ if t aTT((TT(*itte/ .grangt)o*ew.grangt)),utax_ if th);tVM} l # edu{ *i _dequanth=ete( ftbeg&te( ftax(ut t_ if t aTT((((TT(*itte/ .grangt))h*ew.grangth)o+ t t_ if t)),utax_ if th);tVM}ea}< }[nfo == 0x }****tesdoate< size_t M, size_t TnamoTte(su const ma ncf_/ nwisegetme*te(t >& Ahu T etmm& RstPmaT diag_ if tsrce) l zeroaT;gu e {u o( = 0h)du{erand seedc)a. . douenaofillVif th=e p.f;lu e {u o( ize_to( con0; iex sdu{- {u o( 0h)t sdu{ l, _sead =e(l, _data"% tax_fil, l, h)"> 0h? l, _data"% tax_fil, l, h: l, _data;du{ l, _data"-=il, _sead;du{ infil,.sead( data,il, _sead / 0)< N;it, l, _sead -= ei T/1( sdu{ *i o=s*T_pts< N;T_pts< } ep > (/*um >> te( f rl; & Ahu :tte,;gugu :tte, ) 0"= new :tte,;gu :tte, ) 1"= new :tte,;gu. xN,dp.zeroaT;gu {- {u o( ize_to( con0; iex sdu{wpuget_: et_++, * 0"o; { {u o& Mhu ze_/tte,;gu. ze_/tte,3]zel0"= new ze_/tte,;guze_/tte,3]zel1"= new ze_/tte,;gu. xN,dp.zeroaT;gu {- {u o( #include #include sizspace"vmml { T amn name Pte, size_t Tatruct; _.gwo_zero_func:os {O1ra( n_( namooT& d::ostre(T&uta mu _: if~ _< N >tu ta mu _:=s p.lenri Pte, size_:: if trwte, sTall&g}AAa ;atruct; _.gwo_zero T amn name Pte, size_t Tatruct; _.gwo_identity_func:os {O1ra( n_( u _fu, size_t enable_i_::ROWS ==a_::COLSp.N a::flT u T& d::ostre(T&uta mu _: _< N >tu _.gwo_zero_func:ostu - {u n_ndex &t >& Sulete AAa ; }{f). fin)ba } }AAa ;atruct; _.gwo_identityt[.on (/*umfunc:os Ty eares to muces, and also& Sulets true/equal( .on (/e muces havezto 'ssize if ts busisome) s/cf_/ nu are N,ionedd amn name Pte, size_t Tatruct; mu _equals_allow_ N,ioned_of_: : te( fb fry_func:ion { T)ba e p* T& d::ostre( , sduT&uta mu 0,( , sduT&uta mu 1: _< N >tu , sdutte< sirh=eta mu 0.s_.gnumbio_ _of_:(. )ba )ba e p* Tk = truen >tu - {u n_ndex tu )ba } t >&t >& )ba )ba } t >&t >& Suleteok )ba } T)ba e p* T& d::ostre( , sduT&uta mu 0,( , sduT&uta mu 1, Pte, size_:: if trwte, 1, toelern/_< N >tu , sdutte< sirh=eta mu 0.s_.gnumbio_ _of_:(. )ba )ba e p* Tk = truen >tu - {u n_ndex tu )ba } t >&t >& )ba )ba } t >&t >& Suleteok )ba } T }AAa ;atruct; mu _equals_allow_ N,ioned_of_: T amn name Pte, size_t Tatruct; mu _equals_allow_ N,ioned_cf_/ nu : te( fb fry_func:ion { T)ba e p* T& d::ostre( , sduT&uta mu 0,( , sduT&uta mu 1: _< N >tu , sdutte< sirh=eta mu 0.s_.gnumbio_ _cf_/ num. )ba )ba e p* Tk = truen >tu - {u n_ndex tu )ba } t >&t >& )ba )ba } t >&t >& Suleteok )ba } T)ba e p* T& d::ostre( , sduT&uta mu 0,( , sduT&uta mu 1, Pte, size_:: if trwte, 1, toelern/_< N >tu , sdutte< sirh=eta mu 0.s_.gnumbio_ _cf_/ num. )ba )ba e p* Tk = truen >tu - {u n_ndex tu )ba } t >&t >& )ba )ba } t >&t >& Suleteok )ba } T }AAa ;atruct; mu _equals_allow_ N,ioned_cf_/ nu T } Su sizspace"vmml e} spaceouthib-1.4.0/include/vmmlib/te(su _pseudo N,ioex.hpp000644 000765 000024 00000016416 12002261451 022565 0ustar00eil,staff000000 000000 #ifnDES___outh__MATRIX_PSEUDOINVERSE__HPP__ #DES( __outh__MATRIX_PSEUDOINVERSE__HPP__ #include #include .hpp> #include #include #include #include /*& )b*** = t *w/ apseudo N,ioex a non-squarzete(su b*** e-e/ apseudo N,ioex (u Ty euted bye/ ahelp SVD e-e/ a1, toelern }{fto 'significanthsingulare if ts (u op:ionally; _. e-eio =empon: t m worku only; }{f muces with more) sftoan cf_/ nu }{fquadr p& )ba muces.utrisa wput->Ahsd Neutete(su b }{f muces with more)cf_/ nu toan of_: */ sizspace"vmml { )ba SuT >tu )ba -_vmml::te(su ...> os Ty eatibl_ )du SuTin inal)ba -_float os douenaoa amn name Pte, size_, Pte, size_in inal)= douenaos clasu Ty eute_pseudo N,ioex sdu{ puenicn Pte,DES_ M, size_:: if trwte, Tex inal f~t_ Pte,DES_te(su _::ROWS,a_::COLS,e_in inal)> te(su _mn/tte,;g~t_ Pte,DES_te(su _::COLS,e_::ROWS,a_in inal)> te(su _nm/tte,;g~t_ Pte,DES_te(su _::COLS,e_::COLS,e_in inal)> te(su _nn/tte,;g~t_ Pte,DES_te(su _::ROWS,a_::ROWS,a_in inal)> te(su _mm/tte,;gg~t_ Pte,DES_te(su _::COLS,e_::ROWS,a_ex inal)> p N,/tte,;gg~t_ Pte,DES_ve(t >& _::COLS,e_in inal)> ve(_n/tte,;g~t_ Pte,DES_ve(t >& _::ROWS,a_in inal)> ve(_m/tte,;gg~t_ Pte,DES_lapack_svd _::ROWS,a_::COLS,e_in inal)> svd/tte,;g~t_ Pte,DES_blas_dgemm& _::COLS,e1,a_::ROWS,a_in inal)> blas_tte,;gu g~t_ Pte,DES_lapack_svd _::COLS,e_::ROWS,a_in inal)> svd/tte,_ N,;g~t_ Pte,DES_blas_dgemm& _::ROWS,a1,a_::COLS,e_in inal)> blas_tte,_ N,;g~t_ >tu truct;tmp_ muces d( A ted mu _mn/tte, Un >tu )ba ve(_n/tte,>tu igmas;d mu _nn/tte,>tVt;d mu _mn/tte, Neut g te(su _nm/tte, Sule &&&&&};du{teruct;tmp_ muces_ N, d( A ted mu _nm/tte, Un >tu )ba ve(_m/tte,>tu igmas;d mu _mm/tte,>tVt;d mu _nm/tte, Neut u{ &&&&&};du{ g namooT& d::ostre( , sduT&u Neut aT&upseudo N,ioex_wput->Ahsd ( sd u{ Ahsd (; Ahsd (; Ahsd,nx Pte, size_:: if trwte, 1, toelern=ete( fnumef eblimitsi.Pte, size_:: if trwte, s::epsilo ()he sdu{ _work_ N,o(=al ( d( A tu tu x ) {u _work_ N,o( new tmp_ muces_ N,m. )ba )ba &&&&} )ba )ba &&&& { // & d::o an SVD on (/e mux to s_.fto 'singulare if ts )ba )ba &&&&svd/tte,_ N,&svd )ba )ba &&&&d mu _nm/tte,& U = _work_ N,->Un >tu )ba ve(_m/tte,& igmas = _work_ N,-> igmas;d mu _mm/tte,&tVt = _work_ N,->Vt;d mu _nm/tte,&u N_data"= _work_ N,-> Neut N_data.lenr_frome*wput->Ahs( Neut) ) )ba )ba &&&&d e p* svd/Tk = svd.ze eute(u N_data,iU, igmas,tVt ) )ba )ba &&&&d ! svd/Tk ( d( A tu tu u{ outhIB_ERROR( " mux Ty eute_pseudo N,ioex -_proenam with lapack svd.",tVuthIB_HERE ) )ba )ba &&&&} u{ & _::ROWS,a_in inal)> n _ it:os i o=s igmas. rbegi , li_ infed igmas. rfo; {ate< sintm_ igmas =e0 = 1, toelern/_ ++ntm_ igmas Sule tmp tv _ ;= 1ce edu{ du{ o=s igmas. rbegi Ahsd.lenr_frome*urule / Ahsd.zeroaT; Svn dl;u mu with zerosAhsd,nx Pte, size_:: if trwte, 1, toelern=ete( fnumef eblimitsi.Pte, size_:: if trwte, s::epsilo ()he sdu{ _worko(=al ( d( A tu tu x ) {u _worko( new tmp_ mucesm. )ba )ba &&&&} )ba )ba &&&& { // & d::o an SVD on (/e mux to s_.fto 'singulare if ts )ba )ba &&&&svd/tte,&svd )ba )ba &&&&d mu _mn/tte,T U = _work->Un >tu )ba ve(_n/tte,& igmas = _work-> igmas;d mu _nn/tte,&tVt = _work->Vt;d mu _mn/tte,T N_data"= _work-> Neut N_data.lenr_frome* Neute) )ba )ba &&&&d e p* svd/Tk = svd.ze eute(u N_data,iU, igmas,tVt ) )ba )ba &&&&d ! svd/Tk ( d( A tu tu u{ outhIB_ERROR( " mux Ty eute_pseudo N,ioex -_proenam with lapack svd.",tVuthIB_HERE ) )ba )ba &&&&} u{ & _::COLS,e_in inal)> n _ it:os i o=s igmas. rbegi , li_ infed igmas. rfo; {ate< sintm_ igmas =e0 = 1, toelern/_ ++ntm_ igmas Sule pseudo N,ioex;g te(su _nm/tte,T _mpted."""""= _work->tmp tv _ ;= 1ce edu{ du{ o=s igmas. rbegi Ahs so(upseudo N,ioex_wput->Ahsd (;Ahsd.zeroaT; Svn dl;u mu with zeros&t >& )ba )ba Ty eute_pseudo N,ioex(u , sduTy eute_pseudo N,ioex& cp ( d( A tu t: _work(al (, _work_ N,(al ( d( A t{} d( A t~Ty eute_pseudo N,ioex(( d( A tu x ) delete)_work; #include sizspace"e pst { sizspace"la { T amn name}****tesdoate< size_t M, size_ Tatruct; mu _wpuits > { Pte,DES_vmml::te(su const > mu _wte,;gg p& , sdu nthof_: =eM;lu p& , sdu nthcf_s =_< Pte,DES_t / sar_wte,;gg amn name nthRt_, nthCol>lu p& / sar_wte, r(=(/sdute(su /tte,T m( sdu{BOOST_STATIC_ASSERT(Rt_c>= 0(;= 0(;lu p& / sar_wte,& w(te(su /tte,T m( sdu{BOOST_STATIC_ASSERT(Rt_c>= 0(;= 0(;= 0(;= 0(;= 0(;= 0(; #include .hpp> #include #include #include > /* * QR deTy eosi t m usingm bilte<1)gram-schmidt * A -> mux to be fa(t >te<1 * Q -> orthonormal * Rn -> upper muangulare */ sizspace"vmml { }nfo == 0x }****tesdoate< size_t M, size_t Tnamooqr_deTy eose_gram_schmidt x )s(/sdute(su const ma& A_, u te(su coMst ma& Q, u te(su Nconst ma& R x )/ { )ba Q"""= p.a x )R"""= p.a )du Sucre= 0 a)s(py A_ sincaowe will changthidu nfto 'alg >tthm u te(su coAhu A( A_ )a )du ve(t >& Mhu aget_/ n, qget_/ n;<)ba <)ba #if 0 )du Su }{feach cf_/ ng)du - {u kex tu Sucy eute normo A's cf_/ n k >tu A.s_.get_/ n k, aget_/ n ) )ba )ba Susdut a_normo=eaget_/ n.l, gth();gg~t_ Rw vmak, kex =ma_norm;g)ba )ba &&&& >& )ba )ba a_normo==s p.lenri = sTall& Mhu vn()ba {u nthj =e0; j x N< N;jo( d({ >tu A.s_.get_/ n j, v );gg~t_ {u nth =e0; < jcon0i ( d( A ted Q.s_.get_/ n i, qget_/ n ) )ba )ba u A.s_.get_/ n j, aget_/ n ) <)ba )du R , jex =mdovmaqget_/ n, aget_/ n ) )ba )ba )ba v -= qget_/ n * R(i,j. )ba )ba } t >&t >&R(j,j. =ev.l, gth();g Q.s_.get_/ n j, v /&R(j,j. . )ba } t >> >> >&e} space} T } Su sizspace"vmml e} spaceouthib-1.4.0/include/vmmlib/qtucker3_tens >.hpp000644 000765 000024 00000042440 12002261451 021435 0ustar00eil,staff000000 000000 /*& )* outhib - Tens > Clasuts )* & )* @author Susan Sute )* )* Quantie )* - 16bidu_( arefa(t >f muces quantie: t m )* - 8bidu_oga>tthm p& ,re tens > quantie: t m )* )* referenca: )* - Sute , Iglesias,tMarton, Agus,tE # ne , Zollikofe , Gopi, Gobbetti, and Pajarola: )* "In ia(tive Multi / se Tens > Re Susdructt m }{fMultirest_/tt m Vt_/ e Visualte: t m", )* IEEE Tput-actt mu on Visualte: t m and Cy euter Graphics. 2011. )* */ #ifnDES___outh__QTUCKER3_TENSOR__HPP__ #DES( __outh__QTUCKER3_TENSOR__HPP__ #DES( CORE_RANGE 127 #include .hpp> sizspace"vmml { amn name }****teR1doate< siR2doate< siR3doate< siI1doate< siI2doate< siI3e_t M, size__ if th=efloate_t M, size__coeff)= douenaos clasu qtucker3_tens > sdupuenicnt >&g Pte,DES_float T_in inal; tucker3_tte,;gu g Pte,DES_tens >3 t3_tte,;gu Pte,DES_tens >3 t3_coeff_tte,;gu Pte,DES_tens >3 t3_core_tte,;gu g Pte,DES_te(su I1doR1doT_coeff)> u1_tte,;gu Pte,DES_te(su I2doR2doT_coeff)> u2_tte,;gu Pte,DES_te(su I3doR3doT_coeff)> u3_tte,;gu Pte,DES_tens >3 t3_comp_wte,;gg Pte,DES_tens >3 t3_core_comp_wte,;g Pte,DES_te(su I1doR1doT_in inal)> u1_comp_wte,;g Pte,DES_te(su I2doR2doT_in inal)> u2_comp_wte,;g Pte,DES_te(su I3doR3doT_in inal)> u3_comp_wte,;g g Pte,DES_tens >3 t3_core_signs_wte,;g g p& , sduate< siSIZE)= R1*R2*R3 + I1*R1 + I2*R2 + I3*R3;g g qtucker3_tens >gi g t3_core_tte,&& ,re i g t3_core_tte,&& ,re, u1_tte,& U1dou2_tte,& U2dou3_tte,& U3 i g , sdut3_tte,& data_, u1_tte,& U1dou2_tte,& U2dou3_tte,& U3 i g , sdutucker3_tte,T N,dpel gi lenr_frome*U1ce } ;lenr_frome*U2ce } ;lenr_frome*U3ce } ;lenr_frome*U1ce } ;lenr_frome*U2ce } ;lenr_frome*U3ce } ; deTy eosi t m {ate< sinnz(r_fl ; {ate< sinnz( Susdut_vif t& T& eshold i f~ ; du{namoodeTy eoseg , sdut3_tte,& data_, u{ >&t_in inal& u1gt t aT_in inal& u1gtax_, u{ >&t_in inal& u2gt t aT_in inal& u2gtax_, u{ >&t_in inal& u3gt t aT_in inal& u3gtax_, u{ >&t_in inal& etre_t t aT_in inal& etre_tax_, u{ >&t_inidu nitex; {Pamn name Pte, size__init>du{namoodeTy eoseg , sdut3_tte,& data_, u{ >&t_in inal& ugt t aT_in inal& ugtax_, u{ >&t_in inal& etre_t t aT_in inal& etre_tax_, u{ >&t_inidu nitex; { {Pamn name Pte, size__init>du{namootucker_als(e , sdut3_tte,& data_, t_inidu nite (; du{namoodeTy eoseg , sdut3_tte,& data_, t_inidu nitex; {namoore Susdruct(ut3_tte,& data_ex; { privnam: { //t3_core_tte,*ug ,re )ba )ba u1_tte,* gu1 )ba )ba u2_tte,* gu2 )ba )ba u3_tte,* gu3 ; #DES( outh_TEMPLATE_STRING))))))))tamn name }****teR1doate< siR2doate< siR3doate< siI1doate< siI2doate< siI3e_t M, size__ if te_t M, size__coeff)> #DES( outh_TEMPLATE_CLASSNAME)))))qtucker3_tens > outh_TEMPLATE_STRING outh_TEMPLATE_CLASSNAME::qtucker3_tens >g ( :)ghovtest_core_vif t(al ( , _isbquantify_hov( false ( , _isbquantify__ogm false ( , _isbquantify__( arm false ( sdu_core.zeroaT;gu_u1"= new u1_tte,aT; _u1->zeroaT;gu_u2"= new u2_tte,aT; _u2->zeroaT;gu_u3"= new u3_tte,aT; _u3->zeroaT; du_core_comp.zeroaT;gu_u1_comp = new u1_comp_wte,() _u1_comp->zeroaT;gu_u2_comp = new u2_comp_wte,() _u2_comp->zeroaT;gu_u3_comp = new u3_comp_wte,() _u3_comp->zeroaT; f i _signs.zeroaT;g} outh_TEMPLATE_STRING outh_TEMPLATE_CLASSNAME::qtucker3_tens >g t3_core_tte,&& ,re i :)ghovtest_core_vif t(al ( , _isbquantify_hov( false ( , _isbquantify__ogm false ( , _isbquantify__( arm false ( sdu_core = core gu_u1"= new u1_tte,aT; _u1->zeroaT;gu_u2"= new u2_tte,aT; _u2->zeroaT;gu_u3"= new u3_tte,aT; _u3->zeroaT; gu_u1_comp = new u1_comp_wte,() _u1_comp->zeroaT;gu_u2_comp = new u2_comp_wte,() _u2_comp->zeroaT;gu_u3_comp = new u3_comp_wte,() _u3_comp->zeroaT; f _core_comp.lenr_frome*=(re i f i _signs.zeroaT;g} outh_TEMPLATE_STRING outh_TEMPLATE_CLASSNAME::qtucker3_tens >g t3_core_tte,&& ,re, u1_tte,& U1dou2_tte,& U2dou3_tte,& U3 i :)ghovtest_core_vif t(al ( , _isbquantify_hov( false ( , _isbquantify__ogm false ( , _isbquantify__( arm false ( sdu_core = core gu_u1"= new u1_tte,a*U1ce gu_u2"= new u2_tte,a*U2ce gu_u3"= new u3_tte,a U3 i g , sdut3_tte,& data_, u1_tte,& U1dou2_tte,& U2dou3_tte,& U3 i :)ghovtest_core_vif t(al ( , _isbquantify_hov( false ( , _isbquantify__ogm false ( , _isbquantify__( arm false ( sdu_u1"= new u1_tte,a*U1ce gu_u2"= new u2_tte,a*U2ce gu_u3"= new u3_tte,a U3 i ::deriv< etreg data_, *gu1, *gu2, *gu3e__=(re i f i zenr_comp_membiosm. i _signs.zeroaT;g} outh_TEMPLATE_STRING outh_TEMPLATE_CLASSNAME::qtucker3_tens >g , sdutucker3_tte,T N,dpel :)ghovtest_core_vif t(al ( , _isbquantify_hov( false ( , _isbquantify__ogm false ( , _isbquantify__( arm false ( sdu_u1"= new u1_tte,aT;gu_u2"= new u2_tte,aT;gu_u3"= new u3_tte,aT;lenr_frome**gu1_comp T;gu_u2->lenr_frome**gu2_comp T;gu_u3->lenr_frome**gu3_comp T; f _core.lenr_frome*g ,re_compT;g} outh_TEMPLATE_STRING namoaouth_TEMPLATE_CLASSNAME::zenr_comp_membiosm. sdu_u1_comp->lenr_frome**_u1 / lenr_frome**gu2 / lenr_frome**gu3 i f _core_comp.lenr_frome*_coreT;g} outh_TEMPLATE_STRING ate< saouth_TEMPLATE_CLASSNAME::nnzgetregr_fl el O vn dl;ugcore_comp.nnz(r;g} outh_TEMPLATE_STRING ate< saouth_TEMPLATE_CLASSNAME::ate< etregr_fl el O vn dl;ugcore_comp.s(zgx } outh_TEMPLATE_STRING namoaouth_TEMPLATE_CLASSNAME::quantie< basiuv mucesmt_in inal& u1gt t aT_in inal& u1gtax_, u{ &t_in inal& u2gt t aT_in inal& u2gtax_, u{ &t_in inal& u3gt t aT_in inal& u3gtax_ . sdu_u1_comp->quantie<( *gu1, u1gt t au1gtax_ / quantie<( *gu2, u2gt t au2gtax_ / quantie<( *gu3, u3gt t au3gtax_ . g} outh_TEMPLATE_STRING namoaouth_TEMPLATE_CLASSNAME::quantie< basiuv mucesmt_in inal& ugt t aT_in inal& ugtax_. sduugt t := _u1_comp->s_.gmbegi s_.gmbegi s_.gmbegi s_.gmaxgi s_.gmaxgi s_.gmaxgi ugtax_ . edu{ugtax_ := u2gtax;u }tu )u3gtax:> ugtax_ . edu{ugtax_ := u3gtax;u }tudu_u1_comp->quantie< so(u*gu1, ugt t augtax_ / quantie< so(u*gu2, ugt t augtax_ / quantie< so(u*gu3, ugt t augtax_ / #if 0 {te( fk ut << "quantiedequantiedequantiedequantieg_m sdudelete)_u1;3_ mu _multiplicatt me*_ ,re_comp, *gu1_comp, *gu2_comp, *gu3_comp, data"xefu //TyN,ionore Susdructdnamo outh_TEMPLATE_CLASSNAME::deTy eoseg , sdut3_tte,& data_, t_inidu nitex sdutucker_als(edata_, nitex; } outh_TEMPLATE_STRING Pamn name Pte, size__init>dnamo outh_TEMPLATE_CLASSNAME::deTy eoseg , sdut3_tte,& data_, u{ >&t_in inal& u1gt t aT_in inal& u1gtax_, u{ >&t_in inal& u2gt t aT_in inal& u2gtax_, u{ >&t_in inal& u3gt t aT_in inal& u3gtax_, u{ >&t_in inal& etre_t t aT_in inal& etre_tax_, u{ >&t_inidu nitex sdudeTy eoseg data_, nitex; u quantie< basiuv mucesm&u1gt t au1gtax_, u2gt t au2gtax_, u3gt t au3gtax_ .dnamo outh_TEMPLATE_CLASSNAME::deTy eoseg , sdut3_tte,& data_, u{ >&t_in inal& ugt t aT_in inal& ugtax_, u{ >&t_in inal& etre_t t aT_in inal& etre_tax_, u{ >&t_inidu nitex sdudeTy eoseg data_, nitex; u quantie< basiuv mucesm&ugt t augtax_ / dnamo outh_TEMPLATE_CLASSNAME::tucker_als(e , sdut3_tte,& data_, t_inidu nitem sdut3_comp_wte, data hooi_wte,;g hooi_wte,::als(edata, *gu1_comp, *gu2_comp, *gu3_comp, _ ,re_comp, nitex; i zenr_membiosm. } outh_TEMPLATE_STRING ate< saouth_TEMPLATE_CLASSNAME::nnzgr_fl el {ate< sik un io( 0 nnz(r;g z un io+= _u2_comp->nnz(r;g z un io+= _u3_comp->nnz(r;g z un io+= _core_comp.nnz(r;g O vn dl;uz un i;g} outh_TEMPLATE_STRING ate< saouth_TEMPLATE_CLASSNAME::nnz( Susdut_vif t& T& eshold i f~ el {ate< sik un io( 0 nnz( T& eshold i;g z un io+= _u2_comp->nnz( T& eshold i;g z un io+= _u3_comp->nnz( T& eshold i;g z un io+= _core_comp.nnz( T& eshold i;g O vn dl;uz un i;g} #unDES_outh_TEMPLATE_STRING #unDES_outh_TEMPLATE_CLASSNAME } Su sizspace"vmml e} spaceouthib-1.4.0/include/vmmlib/qua int m.hpp000644 000765 000024 00000050133 12002261451 020465 0ustar00eil,staff000000 000000 /* * outhib - Ve(t > & M mux M h hib * * @author Philip Schlegel * @author Jonas Boesch * @author Julius N mup * */ #ifnDES___outh__QUATERNION__HPP__ #DES( __outh__QUATERNION__HPP__ #include .hpp> #include #include #include #include #include #include tthm> #include #include #include #include #include #include Su-odeTlar: t m - S #DES( QUATERNION_TRACE_EPSILON 1e-5 sizspace"vmml { }nfo == 0 <_t M, size_t Tclasu qua int m : privnam ve(t >& 4hu { puenicn Pte,DES_ve(t >& 4hu sup i;g usingm up i::T& d::ostr; )du Susingm up i::T& d::os=; usingm up i::at; usingm up i::x; usingm up i::y; usingm up i::z; usingm up i::w; usingm up i::array; usingm up i::S( dgt t;u usingm up i::S( dgtax; usingm up i::S( dgt t_index; usingm up i::S( dgtax_index; usingm up i:: i_set g //TyNsdructors& 3st ma& xyz hu w ) )du S nitializ *w/ aqua int m with xyz,os_.s w to zero& 3st ma& xyz );<)ba <)ba S us *w/ atop-left 3x3 part to 'supplisd mux as ron: t m mux ))))tamn name }****teM ))))qua int mau Susdute(su coMst ma& ron: t m_ mu _, ))))))))t M, size_t enabif::wte,* =al (;g O)ba vamoozeroaT;g)ba vamooidentity();gg~t_ tamn name }****teDIM ))))namoos_.au Susdute(su DIM, DIM, ma& ron: t m_ mu _ );<)ba < namoos_.au ww, mxxhu yyhu zzT;g)ba vamoos_.auve(t >& 3st ma& xyzhu w ) <~t_ tamn name t M, size Neut_ it:os_t ))))namoos_.au Neut_ it:os_t rbe_, neut_ it:os_t } s_ );<)ba < e p* T& d::os==g , sduT& a r_fl ; e p* T& d::os!=g , sduT& a r_fl ; < e p* T& d::os==g , sduqua int m& a r_fl ; e p* T& d::os!=g , sduqua int m& a r_fl ; < e p* T& d::os==g , sduve(t >& 4hu & a r_fl ; e p* T& d::os!=g , sduve(t >& 4hu & a r_fl ; e p* iuvaking , sduqua int m& a, u{ , sduT& delta"= te( fnumef eblimitsi.T s::epsilo ()he; u{ {namoozenjuga (/ & 4hu & T& d::os=g , sduve(t >& 4hu & TN,dpel <<)ba Sg //uqua int m/qua int m T& d::t mug // ))))qua int m T& d::os+g , sduqua int m T& d::t mug // ))))qua int m T& d::os+g , sduve(t >& 3st ma& a r_fl ; qua int m T& d::os-( , sduve(t >& 3st ma& a r_fl ; qua int m T& d::os*( , sduve(t >& 3st ma& a r_fl ; namooT& d::os+=g , sduve(t >& 3st ma& a r; namooT& d::os-=g , sduve(t >& 3st ma& a r; namooT& d::os*=g , sduve(t >& 3st ma& a r; <)ba S ve(3"= :u(u x b ve(t >& 3st ma crossg , sduqua int m& 3st ma& a r; qua int m ron: g T to ta, ve(t >& 3st ma& axis, , sduve(t >& 3st ma& a r; qua int m ron: _xg T to ta, , sduve(t >& 3st ma& a r; qua int m ron: _yg T to ta, , sduve(t >& 3st ma& a r; qua int m ron: _zg T to ta, , sduve(t >& 3st ma& a r; qua int m slerpg T a, , sduqua int m))qua int mf; Pte,DES_qua int m& 3st ma& xyzh<)ba w_)<)ba / { )ba up i::s_.auxyzhuw_ex;g} nfo == 0 <_t M, size_t Tqua int m& 3st ma& xyz ) { )ba up i::s_.auxyzhu p.lenri = sTall::wte,* ) { )ba :u(u->nfo == 0 s_. ) a ( trace"> QUATERNION_TRACE_EPSILON ( d({ >tu T s =e0.5 / sqrt( trace") )ba )ba (/_=mM( 2,a1 ( - M( 1,a2") )ba )ba (/_*= s <)ba )du y(/_=mM( 0,a2") - M( 2,al (;g)ba )du y(/_*= s <)ba )du z(/_=mM( 1,al ( - M( 0,a1 (;g)ba )du z(/_*= s <)ba )du w(/_=m0.25 / s )ba } t >&l # d({ >tu ve(t >& 3st ma diag( M( 0, 0ex, M( 1,a1 (, M( 2,a2 ) (;g)ba )du }****tesargesv = diag.S( dgtax_indexm. )ba )ba )ba )ba S 0, 0eisusargesv )ba )ba sargesv ==al ( d( A t{d T s =e0.5 / sqrt( 1.0 + M( 0,al ( - M( 1,a1 ( - M( 2,a2 ) (;g)ba )du )ba (/_=m0.25 / s g)ba )du )ba y(/_=mM( 0,1ex + M( 1,0 (;g)ba )du )ba y(/_*= s <)ba )du )du z(/_=mM( 0,2 ( + M( 2,0 (;g)ba )du )ba z(/_*= s )ba )du )ba )ba )du )ba w(/_=mM( 1,2") - M( 2,1 (;g)ba )du )ba w(/_*= s )ba )du } l # sargesv ==a1 ( d( A t{d T s =e0.5 / sqrt( 1.0 + M( 1,1 ( - M( 0,0") - M( 2,2 ) (;g)ba )du )ba (/_=mM( 0,1ex + M( 1,0 (;g)ba )du )ba (/_*= s <)ba )du )ba y(/_=m0.25 / s g)ba )du )ba z(/_=mM( 1,2") + M( 2,1 (;g)ba )du )ba z(/_*= s <)ba )du )ba w(/_=mM( 0,2") - M( 2,0 (;g)ba )du )ba w(/_*= s )ba )du } S 2,a2 isusargesv )ba )ba l # sargesv ==a2 ( d( A t{d T s =e0.5 / sqrt( 1.0 + M( 2,2") - M( 0,0") - M( 1,1 ( (;g)ba )du )ba (/_=mM( 0,2 ( + M( 2,0 (;g)ba )du )ba (/_*= s <)ba )du )ba y(/_=mM( 1,2") + M( 2,1 (;g)ba )du )ba y(/_*= s <)ba )du )du z(/_=m0.25 / s g)ba )du )ba w(/_=mM( 0,1ex - M( 1,0 (;g)ba )du )ba w(/_*= s )ba )du } l # d( A t{d asutrt(al (;g)ba )du } )ba } } nfo == 0 <_t M, size_t Tnamoaqua int m& 3st ma& xyzhu _w)/ { )ba (/_=mxyz.xm. )ba y(/_=mxyz.ym. )ba z(/_=mxyz.zm. )ba w(/_=m_w; } nfo == 0 <_t M, size_t Ttamn name t M, size Neut_ it:os_t namoaqua int m& 4hu & a r_fl { )ba vn dl;u:u(u->T& d::os==g )ba )ba S n ip Su.lenri , sduqua int m& 4hu & a r_fl sduvn dl;u!u:u(u->T& d::os==g a );<} nfo == 0 <_t M, size_t Te p*aqua int mT& d::os==g a );<} nfo == 0 <_t M, size_t Te p*aqua int mT& d::os*=g l, gth )nduvn dl;ul, gth; } nfo == 0 <_t M, size_t Tqua int m> >> >&e} spac} nfo == 0 <_t M, size_t Tqua int m> >& a ==all&{d VuthIB_ERROR( "Divist m byozero.", VuthIB_HERE (;g)ba } a = 1l& a ==all&{d VuthIB_ERROR( "Divist m byozero", VuthIB_HERE (;g)ba } a = 1lT& d::os*=g a_); } //qua int m/ve(t > T& d::t mug nfo == 0 <_t M, size_t Tqua int m& 3st ma& a r_fl sduvn dl;uqua int m(u (/_+ a.x(/, y(/_+ a.y(/, z(/_+ a.z(/, w(/_); } nfo == 0 <_t M, size_t Tqua int m& 3st ma& a r_fl sduvn dl;uqua int m(uw(/, (/_- a.x(/, y(/_- a.y(/, z(/_- a.z(/_); } nfo == 0 <_t M, size_t Tqua int m& 3st ma& a r_fl sduvn dl;uqua int m(u-xm._* a.x(/_-my(/_* a.y(/_- z(/_* a.zm., w(/_* a.x(/_+my(/_* a.z(/_- z(/_* a.ym., u{ w(/_* a.y(/_+mz(/_* a.x(/_-mx(/_* a.zm., { w(/_* a.z(/_+ x(/_* a.y(/_-my(/_* a.x(/ );<} nfo == 0 <_t M, size_t Tnamoaqua int m& 3st ma& xyz ) { u (/_+=mxyz.xm. y(/_+=mxyz.ym. y(/_+=mxyz.z();<} nfo == 0 <_t M, size_t Tnamoaqua int m& 3st ma& xyz ) { u (/_-=mxyz.xm. y(/_-=mxyz.ym. z(/_-=mxyz.zx uvn dl;u*:u(u; } nfo == 0 <_t M, size_t Tnamoaqua int m& 3st ma& a r { )ba T _xo( xm. )ba T _yo( ym. )ba T _zo( zm. )ba T _w)( w(/ <)ba x(/_=m_w_* a.x(/_+m_yo* a.z(/_- _zo* a.ym. y(/_=m_w_* a.y(/_+m_zo* a.x(/_-m_xo* a.z(r;g z(/_=m_w_* a.z(/_+ _xo* a.y(/_-m_yo* a.xm. )ba w(/_=m-_xo* a.x(/_-m_yo* a.y(/_- _zo* a.z();<} fi nfo == 0 <_t M, size_t Tne(t >& 3st ma qua int m& 3st ma rrule ;<<)ba rrule .array[ 0 ]"= y(/_* bb.z(/_- z(/_* bb.y() g)ba rrule .array[ 1 ]"= z(/_* bb.x(/_-mx(/_* bb.z(/ g)ba rrule .array[ 2 ]"= x(/_* bb.y()_-my(/_* bb.x(/ g )ba vn dl;ureule ;<} nfo == 0 <_t M, size_t TTuqua int m) nfo == 0<_t M, size_t Tqua int m& 3st ma& axis, , sduve(t >& 3st ma& a r sduqua int m& 3st ma& a r sduqua int m& 3st ma& a r sduqua int m& 3st ma& a r sduqua int m( rrule /; )ba vn dl;ureule ;<} nfo == 0 <_t M, size_t Ttamn name }****teDIM namoaqua int m& 4hu &aqua int m& 4hu & N,dpel { )ba temcpyg array, TN,dp.array, 4"*us(zgof(u ) /; )ba vn dl;uTN,dp; } } e} spaceouthib-1.4.0/include/vmmlib/svd.hpp000644 000765 000024 00000021265 12002261451 017100 0ustar00eil,staff000000 000000 #ifnDES___outh__SINGULAR_VALUE_DECOMPOSITION__HPP__ #DES( __outh__SINGULAR_VALUE_DECOMPOSITION__HPP__ #include #include .hpp> #include sizspace"vmml { }/* "*uGiven a" mux a[1..m][1..n], :u(u rout( cy eutesaits s( gusar vif t "*udeTy eositt m, A = U·W·V T. The" mux U vn ==ces a m Tuteut. The"diagonal "*u mux of s( gusar vif ts W is Tuteut as auve(t > w[1..n]. The"transeose V T "*u(iSVLthe" mux V ! ) is Tuteut as v[1..n][1..n]. "*/ S p&douenaorv1[16] g nfo == 0 <_}****teM,_}****teN,_t M, size_t TnamousvdeTy eoseg )ba te(su M,_Nhu & ba a, )ba ve(t >& Nhu & ba ba w, )ba te(su N,_Nhu & ba v)<)ba / { )ba n m_=mM; )ba n t:= N; )ba n flag, i,aits, j, jj, k, l, nm_=m0 )ba T anorm, e, f, g, h,_},_}cana,_x, yhuz; <)ba ST*orv1 = (T*)canloc( n,us(zgof(T)); a S ve(:ost1,n/; )ba ve(t >& Nhu orv1; <)ba g"= scana = anorm =e0.0; //uHouseholddpereductt m to idiagonal }{m.<)ba }{f( i_=m0 i_< ncon0i r_d {d l_=mi + 1;g)ba )du rv1[i]"= scana * g;g)ba )du g"= s"= scana = 0.0 <)ba )ba i_< m r_d {d }{f( k_=mi; k_< mcon0k ) )ba )ba scana += abs(a[k][i](;g)ba )du )ba scana r_d { )ba )ba }{f( k_=mi; k_< mcon0k ) )ba )ba { )ba )ba a[k][i] /= scana; )ba )ba s"+= a[k][i] * a[k][i]; )ba )ba } )ba )ba = a[i][i]; )ba )ba g"= -te(h::atgn( s p.lenri = sTsqrt(s)), f); )ba )ba h = f * g"- s; )ba )ba a[i][i] = f - g;g)ba )du }{f( j = l; j < ncon0j ) )ba )ba { )ba )ba }{f( s =e0.0,ak_=mi; k_< mcon0k ) )ba )ba s"+= a[k][i] * a[k][j]; )ba )ba = s / h; )ba )ba }{f( k_=mi; k_< mcon0k ) )ba )ba a[k][j] += * a[k][i]; )ba )ba } )ba )ba }{f( k_=mi; k_< mcon0k ) )ba )ba a[k][i] *= scana; )ba )ba } )ba )ba } )ba )ba w[i]"= scana * g;g)ba )du g"= s"= scana = 0.0 <)ba )ba i_< m && i_!= n-1 r_d {d }{f( k_=ml; k_< ncon0k ) )ba )ba scana += abs(a[i][k](;g)ba )du )ba scana r_d { )ba )ba }{f( k_=ml; k_< ncon0k ) )ba )ba { )ba )ba a[i][k] /= scana; )ba )ba s"+= a[i][k] * a[i][k]; )ba )ba } )ba )ba = a[i][l]; )ba )ba g"= -te(h::atgn( s p.lenri = sT sqrt(s)), f); )ba )ba h = f * g"- s; )ba )ba a[i][l] = f - g;g)ba )du }{f( k_=ml; k_< ncon0k ) )ba )ba rv1[k] = a[i][k] / h; )ba )ba }{f( j = l; j < mcon0j ) )ba )ba { )ba )ba }{f( s =e0.0,ak_=ml; k_< ncon0k ) )ba )ba s"+= a[j][k] * a[i][k]; )ba )ba }{f( k_=ml; k_< ncon0k ) )ba )ba a[j][k] += s"* rv1[k]; )ba )ba } )ba )ba }{f( k_=ml; k_< ncon0k ) )ba )ba a[i][k] *= scana; )ba )ba } )ba )ba } )ba )ba anorm =e(te( fmax)( anorm, s p.lenri = sT m fabs( w[i]"/_+ fabs( rv1[i]")")")");g)ba } }{f( i_=mn-1 i_>=m0 --i r_d { S Accumul: t m right-hainftrans::o e t ms.<)ba )ba i_< n r_d {d g r_d { )ba )ba }{f( j = l; j < ncon0j ) //uDouenaodivist m to anamoueossienaounDErflow. )ba )ba v[j][i]"= (a[i][j] / a[i][l]) / g;g)ba )du }{f( j = l; j < ncon0j ) )ba )ba { )ba )ba }{f( s =e0.0,ak_=ml; k_< ncon0k ) )ba )ba s"+= a[i][k] * v[k][j]; )ba )ba }{f( k_=ml; k_< ncon0k ) )ba )ba v[k][j] += s * v[k][i]; )ba )ba } )ba )ba } )ba )ba }{f( j = l; j < ncon0j ) )ba )ba v[i][j] = v[j][i]"= 0.0 <)ba )ba } )ba )ba v[i][i] = 1.0 <)ba )ba g"= rv1[i] <)ba )ba l_=mi;g)ba } i = ( m_< n r_? m_- 1 : m - 1 g)ba }{f( i_>=m0 --i r_//uIMIN_d { S Accumul: t m left-hainftrans::o e t ms.<)ba )ba l_=mi + 1;g)ba )du g"= w[i] <)ba )ba }{f( j = l; j < ncon0j ) )ba )ba a[i][j] = 0.0 <)ba )ba g r_d {d g = 1l=m0 --k r_d { S Diagonaliz: t m the" idiagonal }{m: Loop ovdpes( gusar vif ts, )))))) S ainfovdpeanlowed it:t ms.<)ba )ba }{f( its_=m0 its_< 30con0its_r_d {d lag = 1;g)ba )du }{f( l_=mk; l_>=m0 --l ) )ba )ba {) S Tesv }{fsplit tng. )ba )ba nm_=ml - 1 S Not toatorv1[1] is alwaysozero. )ba )ba ( fabs( rv1[l]"/_+ anorm /_== anorm /_ )ba )ba { )ba )ba lag = 0; )ba )ba break; )ba )ba } )ba )ba ( fabs( w[ nm_]"/_+ anorm /_== anorm / )ba )ba break; )ba )ba } )ba )ba lag ) )ba )ba { )ba )ba c = 0.0 S Celerll: t m rv1[l], l)> 1. )ba )ba s = 1.0 <)ba )ba }{f( i_=ml i_<=mk; n0i r_d )ba )ba { )ba )ba = s"* rv1[i]; )ba )ba rv1[i]"= c"* rv1[i]; )ba )ba ( fabs(f/_+ anorm /_== anorm / )ba )ba break; )ba )ba g"= w[i] <)ba )ba h = te(h::pytoag(f, g); )ba )ba w[i]"= h; )ba )ba h = 1l clasu t3_coN,ioter {{ puenicn { p&namoozen,iot_rawg , sdute( fstring& dir_, , sdute( fstring& in_fil, siz_, , sdute( fstring& out_fil, siz_ ) & & data_ ) ;& & data_ ) ; { p&namooquant****tog , sdute( fstring& dir_, u{ , sdute( fstring& in_fil, siz_, , sdute( fstring& out_fil, siz_, u{ , sduT& min_vif t_, , sduT& tax_vif t_ ) #DES( outh_TEMPLATE_CLASSNAME )ba t3_coN,ioter namoa outh_TEMPLATE_CLASSNAME::quant****tog , sdute( fstring& dir_, u{ , sdute( fstring& in_fil, siz_, , sdute( fstring& out_fil, siz_, u{ , sduT& min_vif t_, , sduT& tax_vif t_ ) {{ te( fstring pe(h_in_raw_=m""; te( fstring pe(h_out_raw_=m""; zencat_pe(hg dir_, in_fil, siz_, pe(h_in_raw_); zencat_pe(hg dir_, out_fil, siz_, pe(h_out_raw_) namoa outh_TEMPLATE_CLASSNAME::zen,iot_rawg , sdute( fstring& dir_, , sdute( fstring& in_fil, siz_, , sdute( fstring& out_fil, siz_ ) {{ te( fstring pe(h_in_raw_=m""; te( fstring pe(h_out_raw_=m""; zencat_pe(hg dir_, in_fil, siz_, pe(h_in_raw_); zencat_pe(hg dir_, out_fil, siz_, pe(h_out_raw_) u (*in_vif te; u{ outfil,.wr ( (char*)&(out_vif t),esen_out e; u{ } u{ } } u{ nfil,.cloex((; outfil,.cloex((; } l # { u{ nfil,.cloex((; outfil,.cloex((; te( fkout << "no fil, o& n" << te( f rl; } }tuguouth_TEMPLATE_STRING {namoa outh_TEMPLATE_CLASSNAME::remove_uct_cylinderg , sdute( fstring& dir_, u{ { , sdute( fstring& in_fil, siz_, u{ { , sdute( fstring& out_fil, siz_, u{ { , sdudouena&es(gma_, u{ { , sdut****teheaddp_t****, u{ { , sdut****teradius_offset_, u{ { n seed__) {{ te( fstring pe(h_in_raw_=m""; te( fstring pe(h_out_raw_=m""; zencat_pe(hg dir_, in_fil, siz_, pe(h_in_raw_); zencat_pe(hg dir_, out_fil, siz_, pe(h_out_raw_) u =al ( trand( seed__)ndu = radius ) u{ { u{ u fill_vif t = rand(e; u{ fill_vif t /= RAND_MAX; u{ fill_vif t *= s(gma_; u{ } u{ u{ uout_vif t = s p.lenri = u(mfill_vif t e; u{ outfil,.wr ( (char*)&(out_vif t),esen_vif e; u{ } u{ } } u{ nfil,.cloex((; outfil,.cloex((; } l # { u{ nfil,.cloex((; outfil,.cloex((; te( fkout << "no fil, o& n" << te( f rl; } }tugudu al ( {al ? sen_data_% tax_fil,_l, : sen_data;m0)on0it,esen_read -=ms(zgof(T) ) u{ { u{ *iv = *T_ptron0T_ptr u{ } } u{ delete[] data; analysis, Psychometrika. "*u- De L hauwer, De Moor, Vandewalna,_2000a: A multi_( ares( gusar vif tudeTy eositt m, SIAM J. M mux Anal. Appl. "*u- De L hauwer, De Moor, Vandewalna,_2000b: On the"Besv rank-1 ainfRank-(R_1, R_2, ..., R_N) Approxi e t m ainfAppltca:t ms Higher-OrddpeTensors, SIAM J. M mux Anal. Appl. "*u- Kolda & Baddp,_2009: Tensor DeTy eositt ms ainfAppltca:t ms, SIAM Review. "*u- Baddp & Kolda,_2006: Algor hm 862: M labetensor clasues& }{f:ast algor hm prototyptng. ACM Transac:t ms n M he e tcal Software. * "*/ #ifnDES___outh__T3_CUBLAS_HOOI__HPP__ #DES( __outh__T3_CUBLAS_HOOI__HPP__ #include #include #include sizspace"vmml { clasu t3_cuenas_hooi {{ puenicn)ba ut3_tte,; ut3_core_tte,; uu1_tte,; Pte,DES_te(su I2,_R2,_float >uu2_tte,; Pte,DES_te(su I3,_R3stfloat >uu3_tte,; uu1_t_tte,; Pte,DES_te(su R2,_I2,_float >uu2_t_tte,; Pte,DES_te(su R3,_I3stfloat >uu3_t_tte,; {/* higher-orddpeorthogonal it:t m (HOOI) is a truncateduHOSVDudeTy eositt ms, i.e., the"HOSVDuTy eonents are lower-ranks. An optimal rank-reductt m is { & d::o eduw h ai al in: tngmleast-squares (ALS) algor hm, which minimie { p&namooalsg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,ut3_core_tte,& core_,e__init init ) { p&namooalsg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,u__init init ) {/*udertve core { implementeduaccodring to cyra = data_x_1 U1_ptnv_x_2 U2_ptnv_x_3 U3_ptnv, u{twhere_x_1 ..._x_3 are n-mode products ainfU1_ptnv_..._U3_ptnv are N,iotedubahisu muces { the" N,ioet m is doneuw h au mux pseudo N,ioex cy eut: t m { */ u{ p&namoodertve_core( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,u , sduu3_tte,&uu3_,ut3_core_tte,& core_ ) {//:aster: but only bahisu muces are rthogonal u{ p&namoodertve_core_ rthogonal_bahss( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,u , sduu3_tte,&uu3_,ut3_core_tte,& core_ ) {s {struct init_hosvd u{{ u{ n_( &namooT& d::os()g , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3__) {& projectt m_T); )ba )ba p&namoooptim****mode2( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu3_tte,&uu3_,utensor3& projectt m_T);{ )ba )ba p&namoooptim****mode3( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,utensor3& projectt m_T); { #DES( outh_TEMPLATE_CLASSNAME )ba t3_cuenas_hooi namoo outh_TEMPLATE_CLASSNAME::alsg , sdut3_t M,& data_, u{ u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,u u{ __init init ) { t3_core_tte, core;g z re.zero(e; ualsg data_, u1_,uu2_,uu3_, core, init ) }{ { { touth_TEMPLATE_STRING Pfo == 0<_t M, size__init> namoo outh_TEMPLATE_CLASSNAME::alsg , sdut3_t M,& data_, u{ u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,u u{ ut3_core_tte,& core_, u{ u__init init ) { // n ial(zgubahisu muces initg data_, u1_,uu2_,uu3_T); //derve core from initial(zgdu muces dertve_core_ rthogonal_bahss( data_, u1_,uu2_,uu3_, core_T); //removed initial fit to savx cy euting time //co eute"besv rank-(R1,_R2,_R3)"approxi e t m (L hauwer _. al.,_2000b) //t3_t M,"approxi e ed_data;of_norm) ) { fiv = 1"- (normresidual /otax_f_norm); u} l # { fiv = 1; u}*/ u udouenaofivchanga = 1; udouenaofivoldt=ufit; udouenaofivchanga_vol d:nce"=m1.0e-4; projectt m1 g tensor3 projectt m2 g tensor3 projectt m3 g #if TUCKER_LOG te( fkout << "HOOI&ALS ( }{ftensor3) " << te( f rl g << "initial fit: " << fiv << ", "g << "frobenius normforiginal:m" << tax_f_norm << te( f rl; e} spa =ofivchanga_vol d:nce)_&& (i_< max_ it:t ms)_) {{ fivoldt=ufit; u{& projectt m_T) { u2_t_tte,*uu2_tnv =mnew u2_t_tte,; u3_t_tte,*uu3_tnv =mnew u3_t_tte,; u2_.transeose*tog *u2_tnv ); u3_.transeose*tog *u3_tnv ); *utmp =mnew tansor3; {t3_cuenas_ttm::multiply_frontal_bwd( data_, *u2_tnv, *tmp ); {t3_cuenas_ttm::multiply_horizontal_bwd( *tmp, *u3_tnv, projectt m_T); deleteuu2_tnv; deleteuu3_tnv; deleteutmp g} outh_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::optim****mode2( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu3_tte,&uu3_,utensor3& projectt m_T) { u1_t_tte,*uu1_tnv =mnew u1_t_tte,(); u3_t_tte,*uu3_tnv =mnew u3_t_tte,(); u1_.transeose*tog *u1_tnv ); u3_.transeose*tog *u3_tnv ); *utmp =mnew tansor3(); {t3_cuenas_ttm::multiply_== 0ral_bwd( data_, *u1_tnv, *tmp ); {t3_cuenas_ttm::multiply_horizontal_bwd( *tmp, *u3_tnv, projectt m_T); deleteuu1_tnv; deleteuu3_tnv; deleteutmp g} outh_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::optim****mode3( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,utensor3& projectt m_T) { u1_t_tte,*uu1_tnv =mnew u1_t_tte,; u2_t_tte,*uu2_tnv =mnew u2_t_tte,; u1_.transeose*tog *u1_tnv ); u2_.transeose*tog *u2_tnv ); *utmp =mnew tansor3(); {t3_cuenas_ttm::multiply_== 0ral_bwd( data_, *u1_tnv, *tmp ); {t3_cuenas_ttm::multiply_frontal_bwd( *tmp, *u2_tnv, projectt m_T); deleteuu1_tnv; deleteuu2_tnv; deleteutmp g} { { touth_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::dertve_core_ rthogonal_bahss( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,u , sduu3_tte,&uu3_,ut3_core_tte,& core_ ) { u1_t_tte,*uu1_tnv =mnew u1_t_tte,; u2_t_tte,*uu2_tnv =mnew u2_t_tte,; u3_t_tte,*uu3_tnv =mnew u3_t_tte,; u1_.transeose*tog *u1_tnv ); u2_.transeose*tog *u2_tnv ); u3_.transeose*tog *u3_tnv ); co eute_ptnv_u1; co eute_ptnv_u1( u1_,u*u1_ptnv_v ); co eute_pseudo N,ioex< u2_tte, > co eute_ptnv_u2; co eute_ptnv_u2( u2_,u*u2_ptnv_v ); co eute_pseudo N,ioex< u3_tte, > co eute_ptnv_u3; co eute_ptnv_u3(uu3_,u*u3_ptnv_v ); u1_t_tte,*uu1_ptnv =mnew u1_t_tte,; u2_t_tte,*uu2_ptnv =mnew u2_t_tte,; u3_t_tte,*uu3_ptnv =mnew u3_t_tte,; u1_ptnv_v->transeose*tog *u1_ptnv ); u2_ptnv_v->transeose*tog *u2_ptnv ); u3_ptnv_v->transeose*tog *u3_ptnv ); analysis, Psychometrika. "*u- Kroonenberg & De Leeuw, 1980: Principal Ty eonent analysis three-mode dataTby means al in: tngmleast squares algor hms. Psychometrika. (TUCKALS) "*u- De L hauwer, De Moor, Vandewalna,_2000a: A multi_( ares( gusar vif tudeTy eositt m, SIAM J. M mux Anal. Appl. "*u- Kolda & Baddp,_2009: Tensor DeTy eositt ms ainfAppltca:t ms, SIAM Review. "*u- Baddp & Kolda,_2006: Algor hm 862: M labetensor clasues& }{f:ast algor hm prototyptng. ACM Transac:t ms n M he e tcal Software. * "*uTODO:: uex CULA Tools& }{fEIGS * "*/ #ifnDES___outh__T3_CUBLAS_HOSVD__HPP__ #DES( __outh__T3_CUBLAS_HOSVD__HPP__ #include #include #include #include sizspace"vmml { clasu t3_cuenas_hosvd u{ puenicn)ba ut3_tte,; uu1_tte,; Pte,DES_te(su I2,_R2,_float >uu2_tte,; Pte,DES_te(su I3,_R3stfloat >uu3_tte,; uu1_unfolddd_tte,; Pte,DES_te(su I2,_I1*I3stfloat >uu2_unfolddd_tte,; Pte,DES_te(su I3,_I1*I2stfloat >uu3_unfolddd_tte,; uu1_cov_tte,; Pte,DES_te(su I2,_I2,_float >uu2_cov_tte,; Pte,DES_te(su I3,_I3stfloat >uu3_cov_tte,; {/* higher-orddpes( gusar vif tudeTy eositt m (HOSVD)uw h full rankudeTy eositt m (also known as TuckerudeTy eositt m). { see: De L hauer _. al,_2000a: A multi_( ares( gusar vif tudeTy eositt m. { the"hosvd&can cy euted (a) w h n-mode PCA, i.e., an eigenvif tudeTy eositt m on the"covarianceu mux of e,ioy mode'su mucizatt m, ainf { N,dpeknown sizs& }{fHOSVD: n-mode SVD, 3-mode fa(t > analysis (3MFA, tucker3), 3M-PCA, n-mode PCA, higher-orddpeSVD { */ { p&namooapply_mode1( , sdut3_t M,& data_, u1_tte,& u1_ ) { p&namooapply_mode2( , sdut3_t M,& data_, u2_tte,&uu2_ ) { p&namooapply_mode3( , sdut3_t M,& data_, u3_tte,&uu3__) u )ba )ba p&namoos_.geigs_u_redg , sdute(su N,_Nstfloat >& data_, te(su N,_Rstfloat >& u__) u #DES( outh_TEMPLATE_CLASSNAME )ba t3_cuenas_hosvduu1 data_.== 0ral_unfolding_bwd( *m_== 0ral ); * enas_cov =mnew cuenas_dgemm I1,_I2*I3stI1,_float >; enas_cov->cy eute( *m_== 0ral, *cov ); deleteuenas_cov; deleteum_== 0ral uu2 data_.frontal_unfolding_bwd( *m_frontal ); * enas_cov =mnew cuenas_dgemm I2,_I1*I3stI2,_float >; enas_cov->cy eute( *m_frontal, *cov ); deleteuenas_cov; deleteum_frontal; uu3 data_.horizontal_unfolding_bwd( *m_horizontal ); *uenas_cov =mnew cuenas_dgemm I3,_I1*I2stI3stfloat >; enas_cov->cy eute( *m_horizontal, *cov ); deleteuenas_cov; deleteum_horizontal; namoo outh_TEMPLATE_CLASSNAME::s_.geigs_u_redg , sdute(su N,_Nstfloat >& data_, te(su N,_Rstfloat >& u__) { tte,DES_te(su N,_NstT_svd > cov_ mu _tte,; tte,DES_ve(t >& RstT_svd > eigvif_tte,; tte,DES te(su N,_RstT_svd > eigvec_tte,; //tte,DES te(su N,_RstT_coeff > coeff_tte,; //co eute"x sargesdutegnitude eigenvif ts; x = R eigvif_tte,* eigxvif ts =e new eigvif_tte,; eigvec_tte,* eigxvect >s = new eigvec_tte,; oeigs; cov_ mu _tte,* data_=mnew cov_ mu _tte,; data->cast_fromg data_ ); m eigs.co eute_xg *data,e*eigxvect >s,e*eigxvif ts/_) { u{ {/* m _is_quant*fy_coeff ){ u{ coeff_tte,* e,ic_quant_=mnew coeff_tte,;u u{ T min_vif t_=m0 T tax_vif t = 0; u{ u_.cast_fromg *eigxvect >s e; u{ u_.quant***g *e,ic_quant, min_vif t, tax_vif t e; u{ e,ic_quant->dequant***g u_, min_vif t, tax_vif t e; u{ deleteue,ic_quant; u{} l # */ { u_ = *eigxvect >s u s udeleteudata; #include sizspace"vmml { & t3_tn_,u , sdute(su I1,_J1,_T_cuenas >& U1,u , sdute(su I2,_J2,_T_cuenas >& U2,u , sdute(su I3,_J3, T_cuenas >& U3,_tensor3& t3_res_ ) { & t3_tn_,u , sdute(su I3,_J3, T_cuenas >& in_slice_,utensor3& t3_res_ )) Souteut:utensor3 o u{ & t3_tn_,u , sdute(su I1,_J1,_T_cuenas >& in_slice_,utensor3& t3_res_ )) Souteut:utensor3 & t3_tn_,u , sdute(su I2,_J2,_T_cuenas >& in_slice_,utensor3& t3_res_ )) Souteut:utensor3 & t3_tn_,u u{ , sdute(su I1,_J1,_T_cuenas >& U1,u u{ , sdute(su I2,_J2,_T_cuenas >& U2,u u{ , sdute(su I3,_J3, T_cuenas >& U3, u{ tensor3& t3_res_ u{ ) {{ tensor3 t3_result_1; tensor3 t3_result_2 { & t3_tn_,u u{ u , sdute(su I3,_J3, T_cuenas >& in_slice_,u u{ utensor3& t3_res_ ) {{ #if 1 Pte,DES_te(su J3, J1*J2,_T_cuenas > unfolding_t;u u{Pte,DES_te(su I3,_J1*J2,_T_cuenas > unfolding_res_t;u u{Pte,DES_cuenas_dgemm I3,_J3, J1 * J2,_T_cuenas > cuenas_t {cy eute( in_slice_,u*unfolding,u*unfolding_2 ) { {t3_res_.horizontal_folding_bwd( *unfolding_2 ) { {deleteuunfolding; {deleteuunfolding_2 #l # Pte,DES_te(su J3, J2,_T_cuenas > slice_t; Pte,DES_te(su I3,_J2,_T_cuenas > slice_new_t; Pte,DES_cuenas_dgemm I3,_J3, J2,_T_cuenas > cuenas_t {cy eute( in_slice_,u*slice,u*slice_new"(; t3_res_.s_.ghorizontal_slice_bwd( i1,_*slice_new"(; } { {deleteumultiplter;{ {deleteuslice; {deleteuslice_new; #} spac } u & t3_tn_,u u{ u , sdute(su I1,_J1,_T_cuenas >& in_slice_,u u{ utensor3& t3_res_ ) {{ #if 1 Pte,DES_te(su J1,_J3*J2,_T_cuenas > unfolding_t;u u{Pte,DES_te(su I1,_J3*J2,_T_cuenas > unfolding_res_t;u u{Pte,DES_cuenas_dgemm I1,_J1,_J3 * J2,_T_cuenas > cuenas_t {cy eute( in_slice_,u*unfolding,u*unfolding_2 ) { {t3_res_.== 0ral_folding_bwd( *unfolding_2 ) { {deleteuunfolding; {deleteuunfolding_2 #l # Pte,DES_te(su J1,_J3, T_cuenas > slice_t; Pte,DES_te(su I1,_J3, T_cuenas > slice_new_t; Pte,DES_cuenas_dgemm I1,_J1,_J3,_T_cuenas > cuenas_t {cy eute( in_slice_,u*slice,u*slice_new"(; t3_res_.s_.g== 0ral_slice_bwd( i2,_*slice_new"(; } { {deleteumultiplter;{ {deleteuslice; {deleteuslice_new; #} spac } u & t3_tn_,u u{ u , sdute(su I2,_J2,_T_cuenas >& in_slice_,u u{ utensor3& t3_res_ ) {{ #if 1 Pte,DES_te(su J2,_J1*J3,_T_cuenas > unfolding_t;u u{Pte,DES_te(su I2,_J1*J3,_T_cuenas > unfolding_res_t;u u{Pte,DES_cuenas_dgemm I2,_J2,_J1 * J3,_T_cuenas > cuenas_t {cy eute( in_slice_,u*unfolding,u*unfolding_2 ) { {t3_res_.frontal_folding_bwd( *unfolding_2 ) { {deleteuunfolding; {deleteuunfolding_2 #l # Pte,DES_te(su J2,_J1,_T_cuenas > slice_t; Pte,DES_te(su I2,_J1,_T_cuenas > slice_new_t; Pte,DES_cuenas_dgemm I2,_J2,_J1,_T_cuenas > cuenas_t {cy eute( in_slice_,u*slice,u*slice_new"(; t3_res_.s_.gfrontal_slice_bwd( i3,_*slice_new"(; } { {deleteumultiplter;{ {deleteuslice; {deleteuslice_new; #} spac } u <#unDES_outh_TEMPLATE_CLASSNAME t}// infvmml sizspacefie} spaceouthib-1.4.0/include/vmmlib/t3_hooi.hpp000644 000765 000024 00000027721 12002261451 017653 0ustar00eil,staff000000 000000 /* "*uouthib_-mTensor Clasues "*u "*u@author Susanne Suter * "*uThe"higher-orddpeorthogonal it:t m (HOOI) is also known as Tucker-ALS (Tuck-ALS) "*uThe"t3_hooioimplements auHOOI& }{fa :u(rd-orddpetensor "*ureferelers: "*u- Tucker, 1966: Some" he e tcal notesa m three-mode fa(t > analysis, Psychometrika. "*u- De L hauwer, De Moor, Vandewalna,_2000a: A multi_( ares( gusar vif tudeTy eositt m, SIAM J. M mux Anal. Appl. "*u- De L hauwer, De Moor, Vandewalna,_2000b: On the"Besv rank-1 ainfRank-(R_1, R_2, ..., R_N) Approxi e t m ainfAppltca:t ms Higher-OrddpeTensors, SIAM J. M mux Anal. Appl. "*u- Kolda & Baddp,_2009: Tensor DeTy eositt ms ainfAppltca:t ms, SIAM Review. "*u- Baddp & Kolda,_2006: Algor hm 862: M labetensor clasues& }{f:ast algor hm prototyptng. ACM Transac:t ms n M he e tcal Software. * "*/ #ifnDES___outh__T3_HOOI__HPP__ #DES( __outh__T3_HOOI__HPP__ #include #include #include sizspace"vmml { ut3_tte,; ut3_core_tte,; uu1_tte,; Pte,DES_te(su I2,_R2,_T >uu2_tte,; Pte,DES_te(su I3,_R3stT >uu3_tte,; uu1_t_tte,; Pte,DES_te(su R2,_I2,_T >uu2_t_tte,; Pte,DES_te(su R3,_I3stT >uu3_t_tte,; {/* higher-orddpeorthogonal it:t m (HOOI) is a truncateduHOSVDudeTy eositt ms, i.e., the"HOSVDuTy eonents are lower-ranks. An optimal rank-reductt m is { & d::o eduw h ai al in: tngmleast-squares (ALS) algor hm, which minimie { p&namooalsg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,ut3_core_tte,& core_,e__init init,u , sdudouena&otax_f_norm_ = 0.0 ) { p&namooalsg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,u__init init,u , sdudouena&otax_f_norm_ = 0.0 ) u{ {/*udertve core { implementeduaccodring to cyra = data_x_1 U1_ptnv_x_2 U2_ptnv_x_3 U3_ptnv, u{twhere_x_1 ..._x_3 are n-mode products ainfU1_ptnv_..._U3_ptnv are N,iotedubahisu muces { the" N,ioet m is doneuw h au mux pseudo N,ioex cy eut: t m { */ u{ p&namoodertve_core( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,u , sduu3_tte,&uu3_,ut3_core_tte,& core_ ) {//:aster: but only bahisu muces are rthogonal u{ p&namoodertve_core_ rthogonal_bahss( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,u , sduu3_tte,&uu3_,ut3_core_tte,& core_ ) {s {struct init_hosvd u{{ u{ n_( &namooT& d::os()g , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3__) {::apply_mode1( data_, u1_ e; u{ t3_hosvd::apply_mode2( data_, u2_ e; u{ t3_hosvd::apply_mode3( data_, u3_"(; } } u & projectt m_, u{ utensor3& tmp_T); )ba )ba p&namoooptim****mode2( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu3_tte,&uu3_,u u{ utensor3& projectt m_, u{ utensor3& tmp_T);{ )ba )ba p&namoooptim****mode3( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,u u{ utensor3& projectt m_, u{ utensor3& tmp_T); #DES( outh_TEMPLATE_CLASSNAME )ba t3_hooi namoo outh_TEMPLATE_CLASSNAME::alsg , sdut3_t M,& data_, u{ u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,u u{ __init init,u , sdudouena&otax_f_norm_ ) { t3_core_tte, core;g z re.zero(e; ualsg data_, u1_,uu2_,uu3_, core, init,otax_f_norm_ ); } f outh_TEMPLATE_STRING Pfo == 0<_t M, size__init> namoo outh_TEMPLATE_CLASSNAME::alsg , sdut3_t M,& data_, u{ u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,u u{ t3_core_tte,& core_, u{ __init init, u{ , sdudouena&otax_f_norm_ ) { // n ial(zgubahisu muces initg data_, u1_,uu2_,uu3_T); //derve core from initial(zgdu muces //dertve_core_ rthogonal_bahss( data_, u1_,uu2_,uu3_, core_T); core_.zero(e; u //removed to savx cy eut: t m //co eute"besv rank-(R1,_R2,_R3)"approxi e t m (L hauwer _. al.,_2000b) //t3_t M,"approxi e ed_data;of_norm) ) { fiv = 1"- (normresidual /otax_f_norm); u} l # { fiv = 1; u}*/ u udouenaofivchanga = 1; udouenaofivoldt=ufit; udouenaofivchanga_vol d:nce"=m1.0e-4; projectt m1 g tensor3 projectt m2 g tensor3 projectt m3 gutmp1; utensor3utmp2 #if TUCKER_LOG te( fkout << "HOOI&ALS ( }{ftensor3) " << te( f rl g << "initial fit: " << fiv << ", "g << "frobenius normforiginal:m" << tax_f_norm << te( f rl; e} spa =ofivchanga_vol d:nce)_&& (i_< max_ it:t ms)_) {{ fivoldt=ufit; u{::apply_mode1( projectt m1, u1_ e; u{ {optim****mode2( data_, u1_,uu3_, projectt m2,utmp2T); {t3_hosvd::apply_mode2( projectt m2, u2_ e; u{ {optim****mode3( data_, u1_,uu2_,uprojectt m3,utmp2T); {t3_hosvd::apply_mode3( projectt m3, u3_"(; {t3_ttm::multiply_horizontal_bwd( projectt m3, transeose( u3_"(, core_T); f_norm =ecore_.frobenius_norm(e; u{normresidual =esqrt( tax_f_norm *otax_f_norm"- f_norm *of_norm); fiv = 1"- (normresidual /otax_f_norm); u fivchanga = fabs(fivoldt-ufit(; #if TUCKER_LOG te( fkout << " it:t m '" << i << "', fit: " << fiv << ", fivdelta: " << fivchanga << ", frobenius norm: " << f_norm << te( f rl; #} spac {++i;u }t} fi outh_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::optim****mode1( , sdut3_t M,& data_, , sduu2_tte,&uu2_,u , sduu3_tte,&uu3_,u u{ utansor3& projectt m_, u{ utansor3& tmp_T) { u2_t_tte,*uu2_tnv =mnew u2_t_tte,; u3_t_tte,*uu3_tnv =mnew u3_t_tte,; u2_.transeose*tog *u2_tnv ); u3_.transeose*tog *u3_tnv ); <#if 1 //backward cycltc mucize t m/unfolding (aftdpeL hauwer _. al.,_2000a)umemoryooptim***d& projectt m_, u{ utansor3& tmp_T) { u1_t_tte,*uu1_tnv =mnew u1_t_tte,(); u3_t_tte,*uu3_tnv =mnew u3_t_tte,(); u1_.transeose*tog *u1_tnv ); u3_.transeose*tog *u3_tnv ); umemoryooptim***d& projectt m_, u{ utansor3& tmp_T) { u1_t_tte,*uu1_tnv =mnew u1_t_tte,; u2_t_tte,*uu2_tnv =mnew u2_t_tte,; u1_.transeose*tog *u1_tnv ); u2_.transeose*tog *u2_tnv ); <#if 0umemoryooptim***d co eute_ptnv_u1; co eute_ptnv_u1( u1_,u*u1_ptnv_v ); co eute_pseudo N,ioex< u2_tte, > co eute_ptnv_u2; co eute_ptnv_u2( u2_,u*u2_ptnv_v ); co eute_pseudo N,ioex< u3_tte, > co eute_ptnv_u3; co eute_ptnv_u3(uu3_,u*u3_ptnv_v ); u1_t_tte,*uu1_ptnv =mnew u1_t_tte,; u2_t_tte,*uu2_ptnv =mnew u2_t_tte,; u3_t_tte,*uu3_ptnv =mnew u3_t_tte,; u1_ptnv_v->transeose*tog *u1_ptnv ); u2_ptnv_v->transeose*tog *u2_ptnv ); u3_ptnv_v->transeose*tog *u3_ptnv ); analysis, UCLA WorktngmPapioe in Phonetics. "*u- De L hauwer, De Moor, Vandewalna,_2000: A multi_( ares( gusar vif tudeTy eositt m, SIAM J. M mux Anal. Appl. "*u- Kolda & Baddp,_2009: Tensor DeTy eositt ms ainfAppltca:t ms, SIAM Review. "*u- Baddp & Kolda,_2006: Algor hm 862: M labetensor clasues& }{f:ast algor hm prototyptng. ACM Transac:t ms n M he e tcal Software. * "*/ #ifnDES___outh__T3_HOPM__HPP__ #DES( __outh__T3_HOPM__HPP__ #include #include #include #include #include sizspace"vmml { ut3_tte,; & RstT >ulambda_tte,; {Pte,DES_te(su I1,_R,_T >uu1_tte,; Pte,DES_te(su I2,_R,_T >uu2_tte,; Pte,DES_te(su I3,_RstT >uu3_tte,; uu1_tnv_vte,; Pte,DES_te(su R,_I2,_T >uu2_tnv_vte,; Pte,DES_te(su R,_I3stT >uu3_tnv_vte,; {Pte,DES_te(su I1,_I2*I3stT >uu1_unfolddd_tte,; Pte,DES_te(su I2,_I1*I3stT >uu2_unfolddd_tte,; Pte,DES_te(su I3,_I1*I2stT >uu3_unfolddd_tte,; Pte,DES_te(su R,_R stT >um_r2_tte,; Pte,DES_t M, sizelambda_tte,:: it:}{flvif t_ it:}{; Pte,DES_t M, sizelambda_tte,:: , sd_ it:}{flvif t_ , sd_ it:}{; Pte,DES_te( fpai>& T,_}****te> elambda_pai>_tte,; { p&namooalsg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,ulambda_tte,&ulambdas_,u__init init,u , sdu{u tax_ it:t ms_"=m100_) { p&namoore , sdruct(ut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,u , sduu3_tte,&uu3_,u , sdulambda_tte,&ulambdas_ ) {s {struct init_hosvd u{{ u{ n_( &namooT& d::os()g , sdut3_t M,& data_, u2_tte,&uu2_,uu3_tte,&uu3__) {::apply_mode2( data_, u2_ e; u{ t3_hosvd::apply_mode3( data_, u3_"(; } } u { p&namoooptim***g , sdute(su J,_K*LstT >& unfolding_,u u{ te(su J,_RstT >& uj_,u u{ , sdute(su K,_RstT >& uk_,u , sdute(su L,_RstT >& ul_, u{ ve(t >& RstT>&ulambdas_ u{ (; { p&namoosort_dec( u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,ulambda_tte,&ulambdas_ ) { {struct lambda_Ty eare u{{ u{ n_( &booloT& d::os()g , sdulambda_pai>_tte,& a, , sdulambda_pai>_tte,& b_) {ofabs( b.firsdu); } } u } u #DES( outh_TEMPLATE_STRING)ba )ba tamn name }****teR, }****teI1,_}****teI2,_}****teI3,_t M, size_ > #DES( outh_TEMPLATE_CLASSNAME )ba t3_hopm outh_TEMPLATE_STRING Pfo == 0<_t M, size__init> namoo outh_TEMPLATE_CLASSNAME::alsg , sdut3_t M,& data_, u{ u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,u u{ lambda_tte,&ulambdas_,u u{ __init init, u{ , sdu{u tax_ it:t ms_") { t3_tte,*uapproxi e ed_dataT=mnew t3_tte,; t3_tte,*uresidual_dataT=mnew t3_tte,; residual_data->zero(e; u douenaotax_f_norm =edata_.frobenius_norm(e; udouenaonormresidual =e0 udouenaonorm1 =e0 udouenaonorm2 =e0 udouenaonorm3 =e0 udouenaofiv = 0; u (tax_f_norm == 0_) fiv = 1; udouenaofivchanga = 1; udouenaofivoldt=ufit; udouenaofivchanga_vol d:nce"=m1.0e-4; =ofivchanga_vol d:nce)_&& ( i_< max_ it:t ms_ )T) //do until , verges {{ fivoldt=ufit; )ba )ba {optim****mode1( data_, u1_,uu2_,uu3_, lambdas_ ) {optim****mode2( data_, u1_,uu2_,uu3_, lambdas_ ) {optim****mode3( data_, u1_,uu2_,uu3_, lambdas_ ) {<#if 0frobenius_norm(e; u{*residual_dataT=mdata_ -u*approxi e ed_data; u{normresidual = residual_data->frobenius_norm(e; #l # //normresidual = sqrt( normX^2 + norm(P)^2 - 2 * innerprod(X,P) e; u{norm1 =edata_.frobenius_norm(e; u{norm1 *=onorm1; u{norm2 =mnorm_ktensor( u1_,uu2_,uu3_, lambdas_); u{norm2 *=onorm2; u{norm3_=m2*edata_.tensor_inner_product(ulambdas_,uu1_,uu2_,uu3_T); {normresidual = sqrt(norm1 +onorm2 -onorm3) #} spac { u{fiv = 1"- (onormresidual /otax_f_norm )) u fivchanga = fabs(fivoldt-ufit(; #if CP_LOG te( fkout << " it:t m '" << i << "', fit: " << fiv << ", fivdelta: " << fivchanga << ", normresidual: " << normresidual << te( f rl; #} spac {++i;u }) S infALS uu1 //data_.horizontal_unfolding_bwd( *unfolding )) Sl hauwer data_.frontal_unfolding_fwd( *unfolding )) )ba )ba asuert( vifid::os:: s_vifid( u2_ )_&& vifid::os:: s_vifid( u3_T)T); optim***g *unfolding,uu1_,uu2_,uu3_, lambdas_ ) deleteuunfolding; } outh_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::optim****mode2( , sdut3_t M,& data_, , sduu1_tte,& u1_,uu2_tte,&uu2_,u , sduu3_tte,&uu3_,ulambda_tte,&ulambdas_ T) { u2_unfolddd_tte,* unfolding =mnew u2_unfolddd_tte,;) S ->uu2 data_.frontal_unfolding_bwd( *unfolding )) Sl hauwer //data_.horizontal_unfolding_fwd( *unfolding ) )ba asuert( vifid::os:: s_vifid( u1_ )_&& vifid::os:: s_vifid( u3_T)T); optim***g *unfolding,uu2_, u1_,uu3_, lambdas_ ) deleteuunfolding; } fi outh_TEMPLATE_STRING namooo outh_TEMPLATE_CLASSNAME::optim****mode3( , sdut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,uu3_tte,&uu3_,ulambda_tte,&ulambdas_ ) { u3_unfolddd_tte,* unfolding =mnew u3_unfolddd_tte,;) S->uu3 //data_.horizontal_unfolding_bwd( *unfolding ) Sl hauwer data_.== 0ral_unfolding_fwd( *unfolding ) )ba asuert( vifid::os:: s_vifid( u1_ )_&& vifid::os:: s_vifid( u2_T)T); optim***g *unfolding,uu3_,uu1_,uu2_,ulambdas_ ) deleteuunfolding; } touth_TEMPLATE_STRING Pfo == 0<_}****teJ,_}****teK,_}****teL > namoaouth_TEMPLATE_CLASSNAME::optim***(u u{ , sdute(su J,_K*LstT >& unfolding_,u u{ te(su J,_RstT >& uj_,u u{ , sdute(su K,_RstT >& uk_,u , sdute(su L,_RstT >& ul_, u{ ve(t >& RstT>&ulambdas_ u{ ) { )ba tte,DES_te(su K*LstRstT >ukrp_ mu _tte,; krp_ mu _tte,*ukrp_prod =mnew krp_ mu _tte,; asuert( vifid::os:: s_vifid( uk_ )_&& vifid::os:: s_vifid( ul_T)T); )ba ul_.kh mu_rao_product(uuk_,u*krp_prod (; te(su J,_RstT >* u_new" =mnew te(su J,_RstT >; )ba )ba enas_dgemm J,_K*LstRstT> enas_dgemm1; )ba enas_dgemm1.cy eute( unfolding_,u*krp_prod, *u_new"(; enas_dgemm2; uenas_dgemm2.co eute_t(uuk_,u*uk_r ); )ba asuert( vifid::os:: s_vifid( *uk_r ) ) enas_dgemm3; uenas_dgemm3.co eute_t(uul_,u*ul_r ); )ba asuert( vifid::os:: s_vifid( *ul_r ) ) multiply_piecewise(u*ul_r ); )ba asuert( vifid::os:: s_vifid( *uk_r ) ) )ba t_r2_tte,*uptnv_v = new m_r2_tte,; co eute_pseudo N,ioex< m_r2_tte, > co eute_ptnv; co eute_ptnv( *uk_r,u*ptnv_v ); enas_dgemm J,_RstRstT> enas_dgemm4; uenas_dgemm4.co eute_bt(u*u_new,u*ptnv_v, uj_ ); )ba asuert( vifid::os:: s_vifid( uj_ ) ); *u_new"= uj_; u_new->multiply_piecewise(u*u_new"(;) S2 norm u_new->columnwise_sum(ulambdas_ ) )ba )ba asuert( vifid::os:: s_vifid( lambdas_ )T); )ba lambdas_.sqrt_elementwise(); lambda_tte,* tmp = new lambda_tte,; *tmp = lambdas_; tmp->re iprocal_safe(); )ba asuert( vifid::os:: s_vifid( *tmp ) ) diag( *tmp ) )ba )ba te(su J,_RstT >* tmp_uj =mnew te(su J,_RstT >( uj_ ); uenas_dgemm4.co eute( *tmp_uj,u*diag_lambdas, uj_ ); )ba asuert( vifid::os:: s_vifid( uj_ ) ); deleteukrp_prod; deleteuuk_r; deleteuul_r; deleteuptnv_v; deleteuu_new; udeleteudiag_lambdas; udeleteutmp )ba deleteutmp_uj )ba } { touth_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::re , sdruct(ut3_t M,& data_, , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,u , sduu3_tte,&uu3_,u , sdulambda_tte,&ulambdas_ ) { u1_tnv_vte,*uu1_v = new u1_tnv_vte,; u2_tnv_vte,*uu2_v = new u2_tnv_vte,; u3_tnv_vte,*uu3_v = new u3_tnv_vte,; tte,DES_te(su R,_I2 *_I3stT >um_Pfo _tte,; t_Pfo _tte,* tamn = new m_Pfo _tte,; u1_.transeose*tog *u1_t ); u2_.transeose*tog *u2_t ); u3_.transeose*tog *u3_v ); data_.re , sdruct_CP(ulambdas_,u*u1_t, *u2_t, *u3_t, *tamn ); deleteutamn; deleteuu1_v; deleteuu2_v; deleteuu3_t; } { ttouth_TEMPLATE_STRING douenao outh_TEMPLATE_CLASSNAME::norm_ktensor( , sduu1_tte,& u1_,u , sduu2_tte,&uu2_,u , sduu3_tte,&uu3_,u , sdulambda_tte,&ulambdas_ ) { t_r2_tte,*ucoeff2_ mu =mnew m_r2_tte,; t_r2_tte,*ucov_u1 =mnew m_r2_tte,; t_r2_tte,*ucov_u2 =mnew m_r2_tte,; t_r2_tte,*ucov_u3 =mnew m_r2_tte,; * enas_l2 =mnew enas_dgemm Rst1,_RstT>; uenas_l2->cy eute_vv_outer(ulambdas_,ulambdas_,u*coeff2_ mu ); deleteuenas_l2; * enas_u1cov =mnew enas_dgemm RstI1,_RstT>; uenas_u1cov->cy eute_t( u1_,u*cov_u1 ); deleteuenas_u1cov; * enas_u2cov =mnew enas_dgemm RstI2,_RstT>; uenas_u2cov->cy eute_t( u2_,u*cov_u2 ); deleteuenas_u2cov; * enas_u3cov =mnew enas_dgemm RstI3,_RstT>; uenas_u3cov->cy eute_t( u3_,u*cov_u3 ); deleteuenas_u3cov; multiply_piecewise(u*cov_u1 ); coeff2_ mu ->multiply_piecewise(u*cov_u2 ); coeff2_ mu ->multiply_piecewise(u*cov_u3 ) sum_elements() {& lambda_pai>_tte, >ulambda_permut; _tte, (u*it,u ,unter ) e; u} )ba )ba {e( fsort( ulambda_permut.begin(), ulambda_permut. in(),u u{ ulambda_Ty eare() u{ (; suaccording to lambda permut: t ms ainfsetosorted lambdas tte, size{e( fve(t >& lambda_pai>_tte, >:: , sd_ it:}{fit2f= lambda_permut.begin(),fit2_ inf= lambda_permut. in();firsd {u1_.set_column( counter, orig_u1->get_column( it2->se , d )e; u{u2_.set_column( counter, orig_u2->get_column( it2->se , d )e; u{u3_.set_column( counter, orig_u3->get_column( it2->se , d )e; u} { analysis, Psychometrika. "*u- Kroonenberg & De Leeuw, 1980: PrincipaleTy eonent analysis three-mode dataTby means of"al in: tngmleast squares algor hms. Psychometrika. (TUCKALS) "*u- De L hauwer, De Moor, Vandewalna,_2000a: A multi_( ares( gusar vif tudeTy eositt m, SIAM J. M mux Anal. Appl. "*u- Kolda & Baddp,_2009: Tensor DeTy eositt ms ainfAppltca:t ms, SIAM Review. "*u- Baddp & Kolda,_2006: Algor hm 862: M labetensor clasues& }{f:ast algor hm prototyptng. ACM Transac:t ms n M he e tcal Software. * "*/ #ifnDES___outh__T3_HOSVD__HPP__ #DES( __outh__T3_HOSVD__HPP__ #include #include #include #include #include enum hosvd_method { eigs_e, svd_e } g< sizspace"vmml { ut3_tte,; uu1_tte,; Pte,DES_te(su I2,_R2,_T >uu2_tte,; Pte,DES_te(su I3,_R3stT >uu3_tte,; uu1_unfolddd_tte,; Pte,DES_te(su I2,_I1*I3stT >uu2_unfolddd_tte,; Pte,DES_te(su I3,_I1*I2stT >uu3_unfolddd_tte,; uu1_cov_tte,; Pte,DES_te(su I2,_I2,_T >uu2_cov_tte,; Pte,DES_te(su I3,_I3stT >uu3_cov_tte,; {/* higher-orddpes( gusar vif tudeTy eositt m (HOSVD)uw h full rankudeTy eositt m (also known as TuckerudeTy eositt m). u{tsee: De L hauer _. al,_2000a: A multi_( ares( gusar vif tudeTy eositt m. u{tthe"hosvd&can cy euted (a) w h n-mode PCA, i.e., an eigenvif tudeTy eositt m on the"covarianceu mux of e,ioy mode'su mucizatt m, ainf { (b) byo& d::o tngma 2D SVDuon the" mucize t m e,ioy mode. M mux mucize t m means toatoa tensor I1xI2xI3 is unfolddd/sliced n ouoneu mux { w h the"dimenst ms I1xI2I3stwhich correspondu to a" muzin: t m alonga mode I1. { other known sizs& }{fHOSVD: n-mode SVD, 3-mode fa(t > analysis (3MFA, tucker3),f3M-PCA, n-mode PCA, higher-orddpeSVD { */ { p&namooapply_mode1( , sdut3_t M,& data_, u1_tte,& u1_,uhosvd_method method_"=meigs_e ) { p&namooapply_mode2( , sdut3_t M,& data_, u2_tte,&uu2_,uhosvd_method method_"=meigs_e ) { p&namooapply_mode3( , sdut3_t M,& data_, u3_tte,&uu3_,uhosvd_method method_"=meigs_e ) { { p&namooapply_alng , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,uhosvd_method method_"=meigs_e ) { p&namoohosvdg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3__) { p&namoohoeigsg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3__) { prote(ted:<)ba )ba p&namooget_svd_u_redg , sdute(su M,_NstT >& data_, te(su M,_RstT >& u__) { )ba )ba p&namoosvd_mode1( , sdut3_t M,& data_, u1_tte,& u1_T); )ba )ba p&namoosvd_mode2( , sdut3_t M,& data_, u2_tte,&uu2_T); )ba )ba p&namoosvd_mode3( , sdut3_t M,& data_, u3_tte,&uu3_T); )u <)ba )ba p&namooget_eigs_u_redg , sdute(su N,_NstT >& data_, te(su N,_RstT >& u__) { { p&namooeigs_mode1( , sdut3_t M,& data_, u1_tte,& u1_T); )ba )ba p&namooeigs_mode2( , sdut3_t M,& data_, u2_tte,&uu2_T); )ba )ba p&namooeigs_mode3( , sdut3_t M,& data_, u3_tte,&uu3_T); u{ }; // infhosvd&clasu { #DES( outh_TEMPLATE_STRING)ba )ba tamn name }****teR1,_}****teR2,_}****teR3, }****teI1,_}****teI2,_}****teI3,_t M, size_ > #DES( outh_TEMPLATE_CLASSNAME )ba t3_hosvd outh_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::hosvdg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3__) { svd_mode1( data_, u1_ e; usvd_mode2( data_, u2_ e; usvd_mode3( data_, u3_"(; } touth_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::hoeigsg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3__) { eigs_mode1( data_, u1_ e; ueigs_mode2( data_, u2_ e; ueigs_mode3( data_, u3_"(; } touth_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::apply_alng , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,uhosvd_method method_") { apply_mode1( data_, u1_, method_"); apply_mode2g data_, u2_,umethod_"); apply_mode3( data_, u3_,umethod_"); }{ touth_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::apply_mode1( , sdut3_t M,& data_, u1_tte,& u1_,uhosvd_method method_") { swivch ( method_") {{ case 0:uu1 data_.== 0ral_unfolding_bwd( *u (; uu2 data_.frontal_unfolding_bwd( *u (; uu3 data_.horizontal_unfolding_bwd( *u (; uu1 data_.== 0ral_unfolding_bwd( *m_== 0ral (; * enas_cov =mnew enas_dgemm I1,_I2*I3stI1,_T>; uenas_cov->cy eute( *m_== 0ral,u*covT); #l # enas_daxpy* enas_cov =mnew enas_daxpy; uenas_cov->cy eute_mmm( *m_== 0ral,u*covT); #l spac deleteuenas_cov; deleteum_== 0ral; //co eute"x largestmtegnitude eigenvif ts; =mRuu2 data_.frontal_unfolding_bwd( *m_frontal (; * enas_cov =mnew enas_dgemm I2,_I1*I3stI2,_T>; uenas_cov->cy eute( *m_frontal,u*covT); #l # enas_daxpy* enas_cov =mnew enas_daxpy; uenas_cov->cy eute_mmm( *m_frontal,u*covT); #l spac deleteuenas_cov; deleteum_frontal; uu3 data_.horizontal_unfolding_bwd( *m_horizontal (; * enas_cov =mnew enas_dgemm I3,_I1*I2stI3stT>; uenas_cov->cy eute( *m_horizontal,u*covT); #l # enas_daxpy* enas_cov =mnew enas_daxpy; uenas_cov->cy eute_mmm( *m_horizontal,u*covT); #l spa namoo outh_TEMPLATE_CLASSNAME::get_eigs_u_redg , sdute(su N,_NstT >& data_, te(su N,_RstT >& u__) { tte,DES_te(su N,_NstT_svd > cov_ mu _tte,; tte,DES_ve(t >& RstT_svd > eigvif_tte,; tte,DES te(su N,_RstT_svd > eigvec_tte,; //tte,DES te(su N,_RstT_coeff > coeff_tte,; su= new eigvec_tte,; lapack_sym_eigs<_NstT_svd > oeigs; cov_ mu _tte,*udataT=mnew cov_ mu _tte,; data->cast_from( data_ e; if(oeigs.co eute_xg *data, *eigxve(t >s, *eigxvif ts)T) { {/*if(o_is_quantify_coeff ){ coeff_tte,* e,ic_quantT=mnew coeff_tte,;u u{ T min_vif tu=m0;fTotax_vif tu=m0; u{ u_.cast_from( *eigxve(t >su); u_.quanti**g *e,ic_quant, min_vif t,otax_vif tu); e,ic_quant->dequanti**g u_, min_vif t,otax_vif tu); deleteue,ic_quant; } l # */ }***of(oTT) != 4 ){ u_.cast_from( *eigxve(t >su); } l # { u_u=m*eigxve(t >s; } u{ } l # { u_.zero(e; u} deleteueigxvif ts; deleteueigxve(t >s; deleteudata; }fiouth_TEMPLATE_STRING tamn name }****teM,_}****teN,_}****teR >& data_, te(su M,_RstT >& u__) { tte,DES te(su M,_NstT_svd > svd_m_tte,; //FIXME: tte,DES te(su M,_NstT_coeff > coeff_tte,; tte,DES te(su M,_NstT >um_Pte,; tte,DES_ve(t >& NstT_svd > lambdas_tte,; cast_from( data_ e; //FIXME:: coeff_tte,* u_quantT=mnew coeff_tte,;u um_tte,* u_out =mnew m_tte,; lambdas_tte,*"lambdas = new lambdas_tte,; lapack_svd M,_NstT_svd >* svd = new lapack_svd M,_NstT_svd >(e; if(osvd->cy eute_ain_overwrite_ineut(u*u_douena, *lambdas )) { {/* if(o_is_quantify_coeff ){ T min_vif tu=m0;fTotax_vif tu=m0; u{ u_cy e->cast_from( *u_douenau); //FIXME: u_cy e->quanti**g *u_quant, min_vif t,otax_vif tu); //FIXME: u_quant->dequanti**g *u_in in:l, min_vif t,otax_vif tu); } l # */ }***of(oTT) != 4 ){ u_out->cast_from( *u_douenau); } l # { *u_out =m*u_douena; } {u_out->get_sub_ mu ( u__) { } l # { u_.zero(e; u} deleteulambdas; udeleteusvd; deleteuu_douena; //deleteuu_quant; deleteuu_out; } fi#unDES_outh_TEMPLATE_STRING #unDES_outh_TEMPLATE_CLASSNAME t}// infvmml sizspacefie} spaceouthib-1.4.0/include/vmmlib/t3_ihopm.hpp000644 000765 000024 00000011424 12002261451 020022 0ustar00eil,staff000000 000000 /* "*uouthib_-mTensor Clasues "*u "*u@author Susanne Suter * "*uiHOPM nds }{fincremental higher-orddpepoweremethod. * in other words,fit is anfincremental rank-r CP-ALS * "*uCP nds }{fCandeco e/Parafac (1970);fALS }{fal in: tngmleast squares algor hm "*ureferelers: "*u- Carroll & Chang, 1970: Analysis I spvidual Dpaferelces in Multidimenst mal Scaltngmvia an N-way gen0ralize t m ``Eckart--Young''udeTy eositt ms, Psychometrika. "*u- Harshman, 1970: Founda:t ms the"PARAFAC procedure: Models ainf , ditt ms }{fan 'explan::osy' multi-modal fa(t > analysis, UCLA WorktngmPapioe in Phonetics. "*u- De L hauwer, De Moor, Vandewalna,_2000: A multi_( ares( gusar vif tudeTy eositt m, SIAM J. M mux Anal. Appl. "*u- Kolda & Baddp,_2009: Tensor DeTy eositt ms ainfAppltca:t ms, SIAM Review. "*u * incremental rank-r approxi e t m: "*u- Zang & Golub,_2001: Rank-oneuapproxi e t m to higher orddpetensors, SIAM J. M mux Anal. Appl. "*/ #ifnDES___outh__T3_IHOPM__HPP__ #DES( __outh__T3_IHOPM__HPP__ #include sizspace"vmml { ut3_tte,; Pte,DES_tensor3 t3_coeff_tte,; & R*R_incr, T_vif >ulambda_tte,; {Pte,DES_ve(t >& R*R_incr, T_coeff > lambda_incr_tte,; {Pte,DES_ve(t >& R, T_coeff > lambda_to _tte,; uu1_tte,; Pte,DES_te(su I2,_R*R_incr, T_vif >uu2_tte,; Pte,DES_te(su I3,_R*R_incr, T_vif >uu3_tte,; u1_tncr_tte,; {Pte,DES_te(su I2,_R*R_incr, T_coeff > u2_tncr_tte,; {Pte,DES_te(su I3,_R*R_incr, T_coeff > u3_tncr_tte,; u1_to _tte,; Pte,DES_te(su I2,_R, T_coeff > u2_to _tte,; Pte,DES_te(su I3,_R, T_coeff > u3_to _tte,; u1_1col_tte,; Pte,DES_te(su I2,_1, T_coeff > u2_1col_tte,; Pte,DES_te(su I3,_1, T_coeff > u3_1col_tte,; #DES( outh_TEMPLATE_CLASSNAME t3_ihopm { touth_TEMPLATE_STRING namoo outh_TEMPLATE_CLASSNAME::incremental_alsg , sdut3_t M,& data_, u1_tte,& u1_,uu2_tte,&uu2_,uu3_tte,&uu3_,ulambda_tte,&ulambdas_T) { t3_coeff_tte,* approx_dataT=mnew t3_coeff_tte,; approx_data->zero(e; ut3_coeff_tte,* residual_dataT=mnew t3_coeff_tte,; residual_data->cast_from( data_ e; lambda_to _tte,* lambdas_tmp = new lambda_to _tte,; lambdas_tmp->set( 0_) u1_to _tte,* u1_to =mnew u1_to _tte,; u2_to _tte,* u2_to = new u2_to _tte,; u3_to _tte,* u3_to = new u3_to _tte,; lambda_tncr_tte,* lambdas_tncr = new lambda_tncr_tte,; lambdas_tncr->set( 0_) u1_tncr_tte,* u1_tncr = new u1_tncr_tte,; u1_tncr->zero(e; uu2_tncr_tte,* u2_tncr = new u2_tncr_tte,; u2_tncr->zero(e; uu3_tncr_tte,* u3_tncr = new u3_tncr_tte,; u3_tncr->zero(e; u1_1col_tte,* u1_1col = new u1_1col_tte,; u2_1col_tte,* u2_1col = new u2_1col_tte,; u3_1col_tte,* u3_1col = new u3_1col_tte,; tte,DES_t3_hopm hopm_tte,; zero(e; u2_to ->zero(e; u3_to ->zero(e; *lambdas_tmp = 0.0; u{approx_data->zero(e; u get_column( r,u*u1_1col ); u1_tncr->set_column( r_incr, *u1_1col ); u2_tmp->get_column( r,u*u2_1col ); u2_tncr->set_column( r_incr, *u2_1col ); u3_tmp->get_column( r,u*u3_1col ); u3_tncr->set_column( r_incr, *u3_1col ); lambda_r = lambdas_tmp->at( r ); lambdas_tncr->at( r_tncr)f= lambda_r; //setolambda } u{ ::re , sdruct(u*approx_data,u*u1_tmp, *u2_tmp, *u3_tmp, *lambdas_tmp ) { #include #include sizspace"vmml { { p&namoofull_tensor3_ mu _multipltca:t mg , sdutensor3& t3_in_,u , sdute(su I1,_J1stT >& U1,u , sdute(su I2,_J2,_T >& U2,u , sdute(su I3,_J3stT >& U3,_tensor3& t3_res_ e; {Pfo == 0<_}****teI1,_}****teI2,_}****teI3,_}****teJ1,_}****teJ2,_}****teJ3,_t M, size_ > { p&namoofull_tensor3_ mu _kronecker_multg , sdutensor3& t3_in_,u , sdute(su I1,_J1stT >& U1,u , sdute(su I2,_J2,_T >& U2,u , sdute(su I3,_J3stT >& U3,_tensor3& t3_res_ e; //tensor timesu mux multipltca:t m along dpafereltf odes {Pfo == 0<_}****teI3,_}****teJ1,_}****teJ2,_}****teJ3,_t M, size_ > { p&namoomultiply_horizontal_bwd( , sdutensor3& t3_in_,u , sdute(su I3,_J3stT >& in_slice_,utensor3& t3_res_ e; //output:utensor3a { p&namoomultiply_== 0ral_bwd( , sdutensor3& t3_in_,u , sdute(su I1,_J1stT >& in_slice_,utensor3& t3_res_ e; //output:utensor3 { p&namoomultiply_frontal_bwd( , sdutensor3& t3_in_,u , sdute(su I2,_J2,_T >& in_slice_,utensor3& t3_res_ e; //output:utensor3 //floating poiltf,ioet ms (w hout t M, casting) choo# //backward cycnic mucize t m/unfolding (after L hauwer _. al.,_2000a) {//forward cycnic mucize t m/unfolding (after Kiers, 2000) ->umemoryooptim***d {Pfo == 0<_}****teI1,_}****teI2,_}****teI3,_}****teJ1,_}****teJ2,_}****teJ3 > { p&namoofull_tensor3_ mu _multipltca:t mg , sdutensor3& t3_in_,u , sdute(su I1,_J1stT_enas >& U1,u , sdute(su I2,_J2,_T_enas >& U2,u , sdute(su I3,_J3stT_enas >& U3,_tensor3& t3_res_ e; //tensor timesu mux multipltca:t m along dpafereltf odes (T_enas t M,s) {Pfo == 0<_}****teI3,_}****teJ1,_}****teJ2,_}****teJ3 > { p&namoomultiply_horizontal_bwd( , sdutensor3& t3_in_,u , sdute(su I3,_J3stT_enas >& in_slice_,utensor3& t3_res_ e; //output:utensor3a { p&namoomultiply_== 0ral_bwd( , sdutensor3& t3_in_,u , sdute(su I1,_J1stT_enas >& in_slice_,utensor3& t3_res_ e; //output:utensor3 { p&namoomultiply_frontal_bwd( , sdutensor3& t3_in_,u , sdute(su I2,_J2,_T_enas >& in_slice_,utensor3& t3_res_ e; //output:utensor3 //tensor timesu mux multipltca:t m along dpafereltf odes {Pfo == 0<_}****teI2,_}****teJ1,_}****teJ2,_}****teJ3 > { p&namoomultiply_horizontal_fwd( , sdutensor3& t3_in_,u , sdute(su I2,_J2,_T_enas >& in_slice_,utensor3& t3_res_ e; { p&namoomultiply_== 0ral_fwd( , sdutensor3& t3_in_,u , sdute(su I3,_J3stT_enas >& in_slice_,utensor3& t3_res_ e; { p&namoomultiply_frontal_fwd( , sdutensor3& t3_in_,u , sdute(su I1,_J1stT_enas >& in_slice_,utensor3& t3_res_ e; //output:utensor3 { p&namoomultiply_horizontal_fwd( , sdutensor3& t3_in_,u , sdute(su I2,_J2,_T >& in_slice_,utensor3& t3_res_ e; { p&namoomultiply_== 0ral_fwd( , sdutensor3& t3_in_,u , sdute(su I3,_J3stT >& in_slice_,utensor3& t3_res_ e; { p&namoomultiply_frontal_fwd( , sdutensor3& t3_in_,u , sdute(su I1,_J1stT >& in_slice_,utensor3& t3_res_ e; //output:utensor3 { prote(ted: namoaouth_TEMPLATE_CLASSNAME::full_tensor3_ mu _multipltca:t mg , sdutensor3& t3_in_,u , sdute(su I1,_J1stT >& U1,u , sdute(su I2,_J2,_T >& U2,u , sdute(su I3,_J3stT >& U3, tensor3& t3_res_ ) { tensor3 t3_result_1; t3_result_2; //backward cycnic mucize t m/unfolding (after L hauwer _. al.,_2000a) <#if 0umemoryooptim***d multiply_frontal_fwd( t3_in_,uU1,ut3_result_1 e; multiply_horizontal_fwd( t3_result_1, U2,ut3_result_2 e; multiply_== 0ral_fwd( t3_result_2, U3,_t3_res_ e; #l spa <} tamn name }****teI1,_}****teI2,_}****teI3,_}****teJ1,_}****teJ2,_}****teJ3,_t M, size_ > namoaouth_TEMPLATE_CLASSNAME::full_tensor3_ mu _kronecker_multg , sdutensor3& t3_in_,u , sdute(su I1,_J1stT >& U1,u , sdute(su I2,_J2,_T >& U2,u , sdute(su I3,_J3stT >& U3, tensor3& t3_res_ ) { //TODO should uueuenas me(su J1,_J2*J3stT>* core_unfolddd =mnew te(su J1,_J2*J3stT>; ut3_in_.== 0ral_unfolding_bwd( *core_unfolddd e; me(su I1,_J2*J3stT>* tmp1 =mnew te(su I1,_J2*J3stT>; utmp1->multiply( U1,u*core_unfolddd e; me(su I2*I3stJ2*J3stT>* kron_prod =mnew te(su I2*I3stJ2*J3stT>; U2.kronecker_product(uU3,_*kron_prod e; me(su I1,_I2*I3stT>* res_unfolddd =mnew te(su I1,_I2*I3stT>; res_unfolddd->multiply( *tmp1,utranseose(*kron_prod) ); //te( fkout << "re ,2 result ( mucized): " << te( f rl << *res_unfolddd << te( f rl; //tet this from res_unfolddd }****tei2 =m0; uf}{( }****tei =m0;fi =_I2) { i2 =m0; u } u{ }****tei3 = i"%_I3;get_column(i)e; u} deleteucore_unfolddd; deleteukron_prod; deleteutmp1; deleteures_unfolddd; }i < f f//tensor mux multipltca:t ms tamn name }****teI3,_}****teJ1,_}****teJ2,_}****teJ3,_t M, size_ > namoaouth_TEMPLATE_CLASSNAME::multiply_horizontal_bwd( , sdutensor3& t3_in_,u u , sdute(su I3,_J3stT >& in_slice_,u utensor3& t3_res_ e { tte,DES_te(su I3,_J3stT_enas > slice_t; t3_in( t3_in_ e; uslice_t* in_sliceo=mnew slice_t( in_slice_ e; utensor3 t3_res; t3_res.zero(e; u multiply_horizontal_bwd( t3_in,_*in_slice,_t3_res e; ut3_res_.cast_from( t3_res e; deleteuin_slice; <} tamn name }****teI1,_}****teJ1,_}****teJ2,_}****teJ3,_t M, size_ > namoaouth_TEMPLATE_CLASSNAME::multiply_== 0ral_bwd( , sdutensor3& t3_in_,u , sdute(su I1,_J1stT >& in_slice_,u tensor3& t3_res_ e { tte,DES_te(su I1,_J1stT_enas > slice_t; t3_in( t3_in_ e; uslice_t* in_sliceo=mnew slice_t( in_slice_ e; utensor3 t3_res; t3_res.zero(e; u multiply_== 0ral_bwd( t3_in,_*in_slice,_t3_res e; ut3_res_.cast_from( t3_res e; deleteuin_slice; <} tamn name }****teI2,_}****teJ1,_}****teJ2,_}****teJ3,_t M, size_ > namoaouth_TEMPLATE_CLASSNAME::multiply_frontal_bwd( , sdutensor3& t3_in_,u , sdute(su I2,_J2,_T >& in_slice_,u tensor3& t3_res_ e { tte,DES_te(su I2,_J2,_T_enas > slice_t; t3_in( t3_in_ e; uslice_t* in_sliceo=mnew slice_t( in_slice_ e; utensor3 t3_res; t3_res.zero(e; u multiply_frontal_bwd( t3_in,_*in_slice,_t3_res e; ut3_res_.cast_from( t3_res e; deleteuin_slice; <} f//tensor mux multipltca:t ms tamn name }****teI2,_}****teJ1,_}****teJ2,_}****teJ3,_t M, size_ > namoaouth_TEMPLATE_CLASSNAME::multiply_horizontal_fwd( , sdutensor3& t3_in_,u u , sdute(su I2,_J2,_T >& in_slice_,u utensor3& t3_res_ e { tte,DES_te(su I2,_J2,_T_enas > slice_t; t3_in( t3_in_ e; uslice_t* in_sliceo=mnew slice_t( in_slice_ e; utensor3 t3_res; t3_res.zero(e; u multiply_horizontal_fwd( t3_in,_*in_slice,_t3_res e; ut3_res_.cast_from( t3_res e; deleteuin_slice; <} tamn name }****teI3,_}****teJ1,_}****teJ2,_}****teJ3,_t M, size_ > namoaouth_TEMPLATE_CLASSNAME::multiply_== 0ral_fwd( , sdutensor3& t3_in_,u , sdute(su I3,_J3stT >& in_slice_,u utensor3& t3_res_ e { tte,DES_te(su I3,_J3stT_enas > slice_t; t3_in( t3_in_ e; uslice_t* in_sliceo=mnew slice_t( in_slice_ e; utensor3 t3_res; t3_res.zero(e; u multiply_== 0ral_fwd( t3_in,_*in_slice,_t3_res e; ut3_res_.cast_from( t3_res e; deleteuin_slice; <} tamn name }****teI1,_}****teJ1,_}****teJ2,_}****teJ3,_t M, size_ > namoaouth_TEMPLATE_CLASSNAME::multiply_frontal_fwd( , sdutensor3& t3_in_,u , sdute(su I1,_J1stT >& in_slice_,u tensor3& t3_res_ e { tte,DES_te(su I1,_J1stT_enas > slice_t; t3_in( t3_in_ e; uslice_t* in_sliceo=mnew slice_t( in_slice_ e; utensor3 t3_res; t3_res.zero(e; u multiply_frontal_fwd( t3_in,_*in_slice,_t3_res e; ut3_res_.cast_from( t3_res e; deleteuin_slice; <} tamn name }****teI1,_}****teI2,_}****teI3,_}****teJ1,_}****teJ2,_}****teJ3 > namoaouth_TEMPLATE_CLASSNAME::full_tensor3_ mu _multipltca:t mg , sdutensor3& t3_in_,u , sdute(su I1,_J1stT_enas >& U1,u , sdute(su I2,_J2,_T_enas >& U2,u , sdute(su I3,_J3stT_enas >& U3, tensor3& t3_res_ ) { tensor3 t3_result_1; t3_result_2; #if 0umemoryooptim***d multiply_frontal_fwd( t3_in_,uU1,ut3_result_1 e; multiply_horizontal_fwd( t3_result_1, U2,ut3_result_2 e; multiply_== 0ral_fwd( t3_result_2, U3,_t3_res_ e; #l spa <} f//tensor mux multipltca:t ms (L hauwer _. al._2000a) namoaouth_TEMPLATE_CLASSNAME::multiply_horizontal_bwd( , sdutensor3& t3_in_,u u , sdute(su I3,_J3stT_enas >& in_slice_,u utensor3& t3_res_ e { tte,DES_te(su J3,_J2,_T_enas > slice_t; tte,DES_te(su I3,_J2,_T_enas > slice_new_t; tte,DES_enas_dgemm I3,_J3,_J2,_T_enas > enas_t; #pragma omp paralnal& }{cy eute( in_slice_,u*slice,_*slice_newoe; P3_res_.set_horizontal_slice_bwd( i1,u*slice_newoe;u{ namoaouth_TEMPLATE_CLASSNAME::multiply_== 0ral_bwd( , sdutensor3& t3_in_,u , sdute(su I1,_J1stT_enas >& in_slice_,u tensor3& t3_res_ e { tte,DES_te(su J1,_J3stT_enas > slice_t; tte,DES_te(su I1,_J3stT_enas > slice_new_t; tte,DES_enas_dgemm I1,_J1stJ3stT_enas > enas_t; #pragma omp paralnal& }{cy eute( in_slice_,u*slice,_*slice_newoe; P3_res_.set_== 0ral_slice_bwd( i2,u*slice_newoe;u{ deleteumultiplter; namoaouth_TEMPLATE_CLASSNAME::multiply_frontal_bwd( , sdutensor3& t3_in_,u , sdute(su I2,_J2,_T_enas >& in_slice_,u tensor3& t3_res_ e { tte,DES_te(su J2,_J1stT_enas > slice_t; tte,DES_te(su I2,_J1stT_enas > slice_new_t; tte,DES_enas_dgemm I2,_J2,_J1stT_enas > enas_t; u #pragma omp paralnal& }{cy eute( in_slice_,u*slice,_*slice_newoe; P3_res_.set_frontal_slice_bwd( i3,u*slice_newoe;u deleteumultiplter; namoaouth_TEMPLATE_CLASSNAME::multiply_horizontal_fwd( , sdutensor3& t3_in_,u u , sdute(su I2,_J2,_T_enas >& in_slice_,u utensor3& t3_res_ e { tte,DES_te(su J2,_J3stT_enas > slice_t; tte,DES_te(su I2,_J3stT_enas > slice_new_t; tte,DES_enas_dgemm I2,_J2,_J3stT_enas > enas_t; #pragma omp paralnal& }{cy eute( in_slice_,u*slice,_*slice_newoe; P3_res_.set_horizontal_slice_fwd( i1,u*slice_newoe;u{ namoaouth_TEMPLATE_CLASSNAME::multiply_== 0ral_fwd( , sdutensor3& t3_in_,u , sdute(su I3,_J3stT_enas >& in_slice_,u tensor3& t3_res_ e { tte,DES_te(su J3,_J1stT_enas > slice_t; tte,DES_te(su I3,_J1stT_enas > slice_new_t; tte,DES_enas_dgemm I3,_J3,_J1stT_enas > enas_t; #pragma omp paralnal& }{cy eute( in_slice_,u*slice,_*slice_newoe; P3_res_.set_== 0ral_slice_fwd( i2,u*slice_newoe;u{ deleteumultiplter; namoaouth_TEMPLATE_CLASSNAME::multiply_frontal_fwd( , sdutensor3& t3_in_,u , sdute(su I1,_J1stT_enas >& in_slice_,u tensor3& t3_res_ e { tte,DES_te(su J1,_J2,_T_enas > slice_t; tte,DES_te(su I1,_J2,_T_enas > slice_new_t; tte,DES_enas_dgemm I1,_J1stJ2,_T_enas > enas_t; u #pragma omp paralnal& }{cy eute( in_slice_,u*slice,_*slice_newoe; P3_res_.set_frontal_slice_fwd( i3,u*slice_newoe;u deleteumultiplter; ) S fil, I/O #include #include #include #include #include #include #include i#unDES_mini#unDES_max sizspace"vmml { < S tensor w h threef odes,u , taining aTseries I3 I1 x_I2 vmml muces //I1 is number of rows,_I2 is number of columns ainfI3 is number of tubes tamn name }****teI1,_}****teI2,_}****teI3,_t M, size_ = float > clasu tensor3 { puenicn tte,DES_T vif t_tte,; tte,DES_T* poilter; tte,DES_T& refereler; tte,DES_float T_enas; tte,DES_t M, sizete(su I1,_I2stT>::i 0rator mu _i 0rator; tte,DES_t M, sizevmml::tensor3_i 0rator<_tensor3 > i 0rator; tte,DES_t M, sizevmml::tensor3_ , sd_i 0rator<_tensor3 > , sd_i 0rator; u tte,DES_t M, sizevmml::tensor3_i 0rator<_tensor3 > re,ioee_i 0rator; tte,DES_t M, sizevmml::tensor3_i 0rator<_tensor3 > , sd_re,ioee_i 0rator; tte,DES_te(su I1,_I2stT > front_slice_tte,; //fwd: forward cylcning (after kiers, 2000) tte,DES_te(su I3stI1,_T > na_slice_tte,; tte,DES_te(su I2,_I3stT > horiz_slice_tte,; tte,DES_te(su I1,_I2*I3stT > fwd_front_unfolding_tte,; tte,DES_te(su I2,_I3*I1,_T > fwd_horiz_unfolding_tte,; tte,DES_te(su I3,_I1*I2stT > fwd_ na_unfolding_tte,; tte,DES_te(su I2,_I1,_T > bwd_front_slice_tte,; //bwd: backward cylcning (after l hauwer _. al.,_2000a) tte,DES_te(su I1,_I3,_T > bwd_ na_slice_tte,; tte,DES_te(su I3,_I2stT > bwd_horiz_slice_tte,; tte,DES_te(su I1,_I2*I3stT > bwd_ na_unfolding_tte,; tte,DES_te(su I2,_I1*I3stT > bwd_front_unfolding_tte,; tte,DES_te(su I3,_I1*I2stT > bwd_horiz_unfolding_tte,; p& , sdu}****teROWS =_I1; p& , sdu}****teCOLS =_I2; p& , sdu}****teSLICES =_I3; p& , sdu}****teSIZE =_I1 * I2 *_I3; p& , sdu}****teMATRIX_SIZE =_I1 * I2; S accessors in_( _T& op0rator()( }****tei1,_}****tei2,_}****tei3 ); in_( _ , sduT& op0rator()( }****tei1,_}****tei2,_}****tei3 )_ , sd; in_( _T& at( }****tei1,_}****tei2,_}****tei3 ); in_( _ , sduT& at( }****tei1,_}****tei2,_}****tei3 )_ , sd; S element i 0rators_-mNOTE: column-major orddp i 0rator begin(); i 0rator } s(); , sd_i 0rator begin()_ , sd; , sd_i 0rator } s()_ , sd; #if 0< re,ioee_i 0rator rbegin(); re,ioee_i 0rator r} s(); , sd_re,ioee_i 0rator rbegin()_ , sd; , sd_re,ioee_i 0rator r} s()_ , sd; e} spac S (t >s tensor3(); //allocateumemoryomape,D fil, tensor3(& , sdu}e( fsdring& dir_,u , sdu}e( fsdring& fil, siz_,u , sdubool prot_read_); tensor3(& , sdutensor3& sourceoe; temn name t M, sizeU > tensor3(& , sdutensor3& source_ e; temn name }****teJ1,_}****teJ2,_}****teJ3> tensor3(& , sdutensor3& source_ e; ~tensor3(); ****te ***()_ , sd; S return_I1 * I2 *_I3; get_sub_tensor3(&}****terow_offset,_}****tecol_offset,_}****teslice_offset =m0, t M, sizeenable_if::tte,* = 0_)_ , sd; utamn name }****teJ1,_}****teJ2,_}****teJ3 >::tte,* get_sub_tensor3(&tensor3& result,u }****terow_offset =m0,_}****tecol_offset =m0,_}****teslice_offset =m0_)_ , sd; utamn name }****teJ1,_}****teJ2,_}****teJ3 >::tte,* set_sub_tensor3(& , sdutensor3& sub_data_, }****terow_offset =m0,_}****tecol_offset =m0,_}****teslice_offset =m0_); in_( _namooget_I1_ve(t >(_}****tei2,_}****tei3,_ve(t >& I1stT >& dataT)_ , sd; S I1_ve(t > is a column_ve(t > w h all vif ts i1 atfi2 ainfi3 in_( _namooget_I2_ve(t >(_}****tei1,_}****tei3,_ve(t >& I2stT >& dataT)_ , sd; S I2_ve(t > is a row_ve(t > w h all vif ts i2 atfi1 ainfi3 in_( _namooget_I3_ve(t >(_}****tei1,_}****tei2,_ve(t >& I3stT >& dataT)_ , sd; S I3_ve(t > is a ve(t > w h all vif ts i3 atfa givenfi1 ainfi2 in_( _namooget_row(_}****tei1,_}****tei3,_ve(t >& I2stT >& dataT)_ , sd; S ssizeasoget_I2_ve(t > in_( _namooget_column( }****tei2,_}****tei3,_ve(t >& I1stT >& dataT)_ , sd; S ssizeasoget_I1_ve(t > in_( _namooget_tube(_}****tei1,_}****tei2,_ve(t >& I3stT >& dataT)_ , sd; S ssizeasoget_I3_ve(t > in_( _namooset_I1_ve(t >(_}****tei2,_}****tei3,_ , sduve(t >& I1stT >& dataT); S I1_ve(t > is a column_ve(t > w h all vif ts i1 atfi2 ainfi3 in_( _namooset_I2_ve(t >(_}****tei1,_}****tei3,_ , sduve(t >& I2stT >& dataT); S I2_ve(t > is a row_ve(t > w h all vif ts i2 atfi1 ainfi3 in_( _namooset_I3_ve(t >(_}****tei1,_}****tei2,_ , sduve(t >& I3stT >& dataT); S I3_ve(t > is a ve(t > w h all vif ts i3 atfa givenfi1 ainfi2 in_( _namooset_row(_}****tei1,_}****tei3,_ , sduve(t >& I2stT >& dataT); S ssizeasoset_I2_ve(t > in_( _namooset_column( }****tei2,_}****tei3,_ , sduve(t >& I1stT >& dataT); S ssizeasoset_I1_ve(t > in_( _namooset_tube(_}****tei1,_}****tei2,_ , sduve(t >& I3stT >& dataT); S ssizeasoset_I3_ve(t > in_( _namooget_frontal_slice_fwd( }****tei3,_front_slice_tte,& dataT)_ , sd; in_( _namooget_== 0ral_slice_bwd( }****tei2,_bwd_ na_slice_tte,& dataT)_ , sd; in_( _namooget_horizontal_slice_fwd( }****tei1,_horiz_slice_tte,& dataT)_ , sd; in_( _namooget_frontal_slice_bwd( }****tei3,_bwd_front_slice_tte,& dataT)_ , sd; in_( _namooget_== 0ral_slice_fwd( }****tei2,_ na_slice_tte,& dataT)_ , sd; in_( _namooget_horizontal_slice_bwd( }****tei1,_bwd_horiz_slice_tte,& dataT)_ , sd; in_( _namooset_frontal_slice_fwd( }****tei3,_ , sdufront_slice_tte,& dataT); in_( _namooset_== 0ral_slice_bwd( }****tei2,_ , sdubwd_ na_slice_tte,& dataT); in_( _namooset_horizontal_slice_fwd( }****tei1,_ , sduhoriz_slice_tte,& dataT); in_( _namooset_frontal_slice_bwd( }****tei3,_ , sdubwd_front_slice_tte,& dataT); in_( _namooset_== 0ral_slice_fwd( }****tei2,_ , sdu na_slice_tte,& dataT); in_( _namooset_horizontal_slice_bwd( }****tei1,_ , sdubwd_horiz_slice_tte,& dataT); in_( _front_slice_tte,& get_frontal_slice_fwd( }****teindex ); in_( _ , sdufront_slice_tte,& get_frontal_slice_fwd( }****teindex )_ , sd; u S sets all elementu to fill_vif t namooop0rator=(oTTfill_vif tT); S@SUS: todo namoofill(oTTfill_vif tT); Sspecial case of set method (all vif ts are set to the"ssizevif t!) //tets all tensor vif ts w h rainom vif ts //tet srain(time(NULL)) or srain(useed ) {//ifuseed is set to -1,_}rain(useed ) wasoset outsideoset_rainom {//otherwise }rain(useed ) will b, called w h the givenfseed namoofill_rainom( iltfseed = -1 ); namoofill_rainom_signed( iltfseed = -1 ); namoofill_increastng_vif ts( ); namoofill_rain_sym_slices( iltfseed = -1 ); namoofill_rain_sym( iltfseed = -1 ); , sdutensor3& op0rator=(o , sdutensor3& source_ e; temn name }****teR > t M, sizeenable_if::tte,* diag(_ , sduve(t >& RstT >& diag_vif ts_ e; namooraig**thresholn(tensor3& other_,u , sduT& rt_vif t,u , sduT& ein_vif t)_ , sd; utamn name }****teK1,_}****teK2,_}****teK3 >& otherT)_ , sd; S note: this func:t m_ ,pies elementu until eitherTthe mux is full > S the i 0rator equals ein_. temn name t M, sizeinpud_i 0rator_t > namooset(einpud_i 0rator_t begin_,uinpud_i 0rator_t ein_, ubool row_major_==yout = tr tT); namoozero(e; u T get_min()_ , sd; T get_max()_ , sd; T get_abs_min()_ , sd; T get_abs_max()_ , sd; {//returns number of non-zeros }****tennz()_ , sd; }****tennz(u , sduT& thresholn_T)_ , sd; namoothresholn(u , sduT& thresholn_vif t_ e; temn name t M, sizeT_ > namooquantize(_tensor3& quantizen_, T& min_vif t_, T& max_vif t_ e_ , sd; temn name t M, sizeT_ > namooquantize_to(_tensor3& quantizen_, tensor3& signs_, T& min_vif t_, T& max_vif t_,u , sduTT& tt_raigt_ e_ , sd; temn name t M, sizeT_ > namooquantize_to(_tensor3& quantizen_, , sduT& min_vif t_, , sduT& max_vif t_ e_ , sd; temn name t M, sizeT_ > namooquantize_log(_tensor3& quantizen_, tensor3& signs_, T& min_vif t_, T& max_vif t_,u , sduTT& tt_raigt_ e_ , sd; temn name t M, sizeT_ > namoodequantize(_tensor3& dequantized_,u , sduTT& min_vif t_, , sduTT& max_vif t_ e_ , sd; temn name t M, sizeT_ > namoodequantize_log(_tensor3& dequantized_,u , sdutensor3& signs_, , sduTT& min_vif t_, , sduTT& max_vif t_ e_ , sd; temn name t M, sizeT_ > namoodequantize(_tensor3& dequantized_,u , sdutensor3& signs_, , sduTT& min_vif t_, , sduTT& max_vif t_ e_ , sd; bool op0rator==(o , sdutensor3& otherT)_ , sd; bool op0rator!=(o , sdutensor3& otherT)_ , sd; S d tTto limited precist m, two 'idential'etensor3 mightfseem dpaferelt. S this func:t m_allowu to specify a tol0rance whem_ ,mparing muces. bool equals(o , sdutensor3& otherstT tol0rance )_ , sd; S this ,ioet m takes a comparis m unc:or to compare the componentu of S the two tensor3 dataTsdructures temn name t M, sizecompare_t > bool equals(o , sdutensor3& otherstcompare_t& cmp )_ , sd; {//NOTE: moved tensor timesu mux multipltca:t ms (TTM) to t3_ttm u //apply sphertcal weights temn name t M, sizefloat_t> namooapply_sphertcal_weights(_tensor3& otherT); namooget_sphere(e; namoohorizontal_unfolding_bwd( bwd_horiz_unfolding_tte,& unfolding)_ , sd; namoohorizontal_unfolding_fwd( fwd_horiz_unfolding_tte,& unfolding)_ , sd; namoo== 0ral_unfolding_bwd( bwd_ na_unfolding_tte,& unfolding)_ , sd; namoo== 0ral_unfolding_fwd( fwd_ na_unfolding_tte,& unfolding)_ , sd; namoofrontal_unfolding_bwd( bwd_front_unfolding_tte,& unfolding)_ , sd; namoofrontal_unfolding_fwd( fwd_front_unfolding_tte,& unfolding)_ , sd; namoohorizontal_folding_bwd( , sdubwd_horiz_unfolding_tte,& unfolding); namoo== 0ral_folding_bwd( , sdubwd_ na_unfolding_tte,& unfolding); namoofrontal_folding_bwd( , sdubwd_front_unfolding_tte,& unfolding); S re , sdructt m auKruskal tensor =>uin,ioet m CP (Cainecomp/Parafac) S please note that the parameterTU will b, overwritten S temn is simply a required workspace" mux,uit can b, emnty or uninitialized S but is pasuedeasoparameterTto pre,iltfpotentially sup0rfluous alloca:t ms. temn name }****teR > namoore , sdruct_CP(_ , sduvmml::ve(t >& RstT>& lambda, vmml::te(su R, I1stT >& U, , sduvmml::te(su R, I2stT >& V, , sduvmml::te(su R, I3stT >& W, vmml::te(su R, I2 *_I3stT >& temn ); S-> tensor outer product utamn name }****teR, t M, sizeT_ > double tensor_inner_product( , sduvmml::ve(t >& RstTT>& lambda, , sduvmml::te(su I1stRstTT >& U, , sduvmml::te(su I2stRstTT >& V, , sduvmml::te(su I3stRstTT >& WT)_ , sd; Serror cy eute t m double frobenius_norm()_ , sd; double frobenius_norm(u , sdutensor3& otherT)_ , sd; double avg_frobenius_norm()_ , sd; double mse(u , sdutensor3& otherT)_ , sd; S mean-squared error double rmse(u , sdutensor3& otherT)_ , sd; Sroot mean-squared error double cy eute_psnr(u , sdutensor3& other, , sduT& max_vif t_ e_ , sd; Speak signal-to-noise re t namoomean(uT& mean_T)_ , sd; double mean()_ , sd; double variance()_ , sd; double stdev()_ , sd; temn name t M, sizeT_ > namoocast_from( , sdutensor3& otherT); temn name }****teJ1,_}****teJ2,_}****teeJ3,_t M, size_T >& other, , sdulong&eslice_idx_ rt_ =m0_); temn name t M, sizeT_ > namoofloat_t_to_uint_tg , sdutensor3& otherT); namooexport_to(_}e( fve(t >& T >& data_T)_ , sd ; namooimport_from( , sdu}e( fve(t >& T >& data_T)_; namoowrite_to_raw(& , sdu}e( fsdring& dir_,u , sdu}e( fsdring& fil, siz_T)_ , sd; namooread_from_raw(& , sdu}e( fsdring& dir_,u , sdu}e( fsdring& fil, siz_T)_; namoowrite_datfil,(& , sdu}e( fsdring& dir_,u , sdu}e( fsdring& fil, siz_T)_ , sd; namoowrite_to_csv(& , sdu}e( fsdring& dir_,u , sdu}e( fsdring& fil, siz_T)_ , sd; namooremove_normals_from_raw(& , sdu}e( fsdring& dir_,u , sdu}e( fsdring& fil, siz_T)_; //note: moved to t3_ , verter //namooremove_uct_cylinder(u , sdu}****teradius_offset_,uintfseed_ =m0_)_; in_( _tensor3 op0rator+(oTTscalarT)_ , sd; in_( _tensor3 op0rator-(oTTscalarT)_ , sd; namooop0rator+=(oTTscalarT); namooop0rator-=(oTTscalarT); in_( _tensor3 op0rator+(o , sdutensor3& otherT)_ , sd; in_( _tensor3 op0rator-(o , sdutensor3& otherT)_ , sd; utamn name }****teJ1,_}****teJ2,_}****teJ3>::tte,* op0rator+=(o , sdutensor3& otherT); namooop0rator+=(o , sdutensor3& otherT); namooop0rator-=(o , sdutensor3& otherT); S S tensor3-scalarTop0ratt ms /Tscaling S tensor3 op0rator*(oTTscalarT); namooop0rator*=(oTTscalarT); op0ratt ms S S transform column_ve(t > byu mux (_ve( =m mux *_ve( ) ve(t >& I1stT > op0rator*(o , sduve(t >& I2stT >& otherT)_ , sd; S transform column_ve(t > byu mux (_ve( =m mux *_ve( ) S assuizehomogenous coords, e.g._ve(3 =m 4x4 *_ve(3stw h wo=m1.0 temn name }****teO > ne(t >& OstT > op0rator*(o , sduve(t >& OstT >& ve(t >_T)_ , sd; in_( _tensor3 op0rator-()_ , sd; tensor3 negnam()_ , sd; fri inf}e( fosdream& op0rator << (f}e( fosdream& os,u , sdutensor3& t3 ) { f}{(}****tei =m0;fi ZERO; T* get_array_ptr(); , sd T* get_array_ptr()_ , sd; S (y eutes the arrayeindex }{fdire(t access in_( _}****teco eute_index( }****tei1,_}****tei2,_}****tei3 )_ , sd; bool is_mmappes()_ , sd { return__is_mmappes; }; prote(ted:< front_slice_tte,& _get_slice( }****teindex_T); , sdufront_slice_tte,& _get_slice( }****teindex_T)_ , sd; T* _array; #DES( outh_TEMPLATE_CLASSNAME tensor3 outh_TEMPLATE_STRINGaouth_TEMPLATE_CLASSNAME::tensor3(& , sdu}e( fsdring& dir_,u , sdu}e( fsdring& fil, siz_,u , sdubool prot_read_ ) : _array(), _is_mmappes(1), _fd(-1e { prot_read_ ) { t3_allocate_rd_mmap(&dir_,ufil, siz_,u_array, _fdT); } l # { t3_allocate_wr_mmap(&dir_,ufil, siz_,u_array, _fdT); } } outh_TEMPLATE_STRINGaouth_TEMPLATE_CLASSNAME::tensor3() : _array(), _is_mmappes(0), _fd(0e { tensor3_allocate_data(o_arrayT); } u outh_TEMPLATE_STRINGaouth_TEMPLATE_CLASSNAME::tensor3(& , sdutensor3& source_ e : _array(), _is_mmappes(0), _fd(-1e { _is_mmappes =msource_.is_mmappes(); _is_mmappes ) { //t3_allocate_copy_mmp(o_arrayT); { ( fkout << "not yetoimplementes check tensor3 copy , sdrutor" << te( f rl; } l # {{ tensor3_allocate_data(o_arrayT); (*this) =msource_; u} } outh_TEMPLATE_STRINGatemn name t M, sizeU > outh_TEMPLATE_CLASSNAME::tensor3(& , sdutensor3& source_ e : _is_mmappes(0), _fd(-1e { , sduU* s_arrayT=msource_.get_array_ptr(); _is_mmappes =msource_.is_mmappes(); _is_mmappes ) { //t3_allocate_copy_mmp(o_array, s_arrayT); { ( fkout << "not yetoimplementes check tensor3 copy , sdrutor" << te( f rl; } l # {{ tensor3_allocate_data(o_arrayT); f}{( }****teindex =m0;findex <_I1 * I2 *_I3; ++index ) { _array[findex ] =ms p_cast& T >( s_array[findex ] ); } u} } outh_TEMPLATE_STRINGatemn name }****teJ1,_}****teJ2,_}****teJ3 >& source_ e : _is_mmappes(0), _fd(-1e { , sdu}****teminL =meJ1 <_I1 ?eJ1 :_I1; , sdu}****teminC =meJ2 <_I2 ?eJ2 : I2; , sdu}****teminS =meJ3 <_I3 ?eJ3 :_I3;=_I1 || i2 >=_I2 || i3 >=_I3 ) outhIB_ERROR( "at( i1,_i2,_i3 ) -findex out ofubounds", outhIB_HERET); e} spac //col_index * M + row_index return__array[fi3 * MATRIX_SIZE + i2 *eROWS + i1 ]; Sreturn_array[fi3 ].at( i1,_i2T); } outh_TEMPLATE_STRINGa , sduin_( _T&aouth_TEMPLATE_CLASSNAME::at( }****tei1,_}****tei2,_}****tei3 ) , sd { #ifDES_outhIB_SAFE_ACCESSORS i i1 >=_I1 || i2 >=_I2 || i3 >=_I3 ) outhIB_ERROR( "at( i1,_i2,_i3 ) -fi3findex out ofubounds", outhIB_HERET); e} spac return__array[fi3 * MATRIX_SIZE + i2 *eROWS + i1 ]; Sreturn_array[fi3 ].at( i1,_i2T); } outh_TEMPLATE_STRINGain_( _T&aouth_TEMPLATE_CLASSNAME::op0rator()( }****tei1,_}****tei2,_}****tei3 ) { return_at( i1,_i2,_i3 ); } outh_TEMPLATE_STRINGa , sduin_( _T&aouth_TEMPLATE_CLASSNAME::op0rator()( }****tei1,_}****tei2,_}****tei3 ) , sd { return_at( i1,_i2,_i3 ); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: get_I2_ve(t >(_}****tei1,_}****tei3,_ve(t >& I2stT >& dataT)_ , sd { #ifDES_outhIB_SAFE_ACCESSORS i i3 >=_I3 ) outhIB_ERROR( "get_I1_ve(t >() -fi3findex out ofubounds.", outhIB_HERET); e} spac _get_slice( i3 ).get_row(_i1,_dataT); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: get_I1_ve(t >(_}****tei2,_}****tei3,_ve(t >& I1stT >& dataT)_ , sd { #ifDES_outhIB_SAFE_ACCESSORS i i3 >=_I3 ) outhIB_ERROR( "get_I2_ve(t >() -fi3findex out ofubounds.", outhIB_HERET); e} spac {_get_slice( i3 ).get_column( i2,_dataT); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: get_I3_ve(t >(_}****tei1,_}****tei2,_ve(t >& I3stT >& dataT)_ , sd { }{f(}****tei3 =m0;fi3 & I2stT >& dataT)_ , sd { get_I2_ve(t >(_i1,_i3,_dataT); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: get_column( }****tei2,_}****tei3,_ve(t >& I1stT >& dataT)_ , sd { get_I1_ve(t >(_i2,_i3stdataT); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: get_tube(_}****tei1,_}****tei2,_ve(t >& I3stT >& dataT)_ , sd { get_I3_ve(t >(_i1,_i2,_dataT); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: set_I2_ve(t >(_}****tei1,_}****tei3,_ , sduve(t >& I2stT >& dataT) { #ifDES_outhIB_SAFE_ACCESSORS i i3 >=_I3 ) outhIB_ERROR( "set_I1_ve(t >() -fi3findex out ofubounds.", outhIB_HERET); e} spac {_get_slice( i3 ).set_row(_i1,_dataT); S@SUS: bug fix } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: set_I1_ve(t >(_}****tei2,_}****tei3,_ , sduve(t >& I1stT >& dataT) { #ifDES_outhIB_SAFE_ACCESSORS i i3 >=_I3 ) outhIB_ERROR( "set_I2_ve(t >() -fi3findex out ofubounds.", outhIB_HERET); e} spac {_get_slice( i3 ).set_column( i2,_dataT); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: set_I3_ve(t >(_}****tei1,_}****tei2,_ , sduve(t >& I3stT >& dataT) { }{f(}****tei3 =m0;fi3 & I2stT >& dataT) { set_I2_ve(t >(_i1,_i3,_dataT); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: set_column( }****tei2,_}****tei3,_ , sduve(t >& I1stT >& dataT) { set_I1_ve(t >(_i2,_i3stdataT); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: set_tube(_}****tei1,_}****tei2,_ , sduve(t >& I3stT >& dataT) { set_I3_ve(t >(_i1,_i2,_dataT); } outh_TEMPLATE_STRINGain_( _t M, sizeouth_TEMPLATE_CLASSNAME::front_slice_tte,& aouth_TEMPLATE_CLASSNAME:: get_frontal_slice_fwd( }****tei3T) { #ifDES_outhIB_SAFE_ACCESSORS i i3 >=_I3 ) outhIB_ERROR( "get_frontal_slice_fwd() -findex out ofubounds.", outhIB_HERET); e} spac return__get_slice( i3 ); } outh_TEMPLATE_STRINGain_( _ , sdut M, sizeouth_TEMPLATE_CLASSNAME::front_slice_tte,& aouth_TEMPLATE_CLASSNAME:: get_frontal_slice_fwd( }****tei3T)_ , sd { #ifDES_outhIB_SAFE_ACCESSORS i i3 >=_I3 ) outhIB_ERROR( "get_frontal_slice_fwd() -findex out ofubounds.", outhIB_HERET); e} spac return__get_slice( i3 ); } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: get_frontal_slice_fwd( }****tei3,_front_slice_tte,& dataT)_ , sd { #ifDES_outhIB_SAFE_ACCESSORS i i3 >=_I3 ) outhIB_ERROR( "get_frontal_slice_fwd() -findex out ofubounds.", outhIB_HERET); e} spac data =m_get_slice( i3 ); ; } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: get_== 0ral_slice_bwd( }****tei2,_bwd_ na_slice_tte,& dataT)_ , sd { #ifDES_outhIB_SAFE_ACCESSORS i i2 >=_I2 ) outhIB_ERROR( "get_== 0ral_slice_bwd() -findex out ofubounds.", outhIB_HERET); e} spac {f}{( }****tei3 =m0;fi3 =_I1 ) outhIB_ERROR( "get_horizontal_slice_fwd() -findex out ofubounds.", outhIB_HERET); e} spac f}{( }****tei3 =m0;fi3 =_I3 ) outhIB_ERROR( "get_frontal_slice_bwd() -findex out ofubounds.", outhIB_HERET); e} spac front_slice_tte,* data_t = new front_slice_tte,(); *data_t = _get_slice( i3 ); data_t->transpose_to(_dataT); deleteudata_t; } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: get_== 0ral_slice_fwd( }****tei2,_ na_slice_tte,& dataT)_ , sd { #ifDES_outhIB_SAFE_ACCESSORS i i2 >=_I2 ) outhIB_ERROR( "get_== 0ral_slice_fwd() -findex out ofubounds.", outhIB_HERET); e} spac bwd_ na_slice_tte,* data_t = new bwd_ na_slice_tte,(); f}{( }****tei3 =m0;fi3 set_column( i3,__get_slice( i3 ).get_column( i2 )); }< data_t->transpose_to(_dataT); deleteudata_t; } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: get_horizontal_slice_bwd( }****tei1,_bwd_horiz_slice_tte,& dataT)_ , sd { #ifDES_outhIB_SAFE_ACCESSORS i i1 >=_I1 ) outhIB_ERROR( "get_horizontal_slice_fwd() -findex out ofubounds.", outhIB_HERET); e} spac horiz_slice_tte,* data_t = new horiz_slice_tte,(); f}{( }****tei3 =m0;fi3 set_column( i3,__get_slice( i3 ).get_row(_i1 )); Sor }{fe,ioy i2 get/tet column }< data_t->transpose_to(_dataT); deleteudata_t; } < f f//tetter outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: set_frontal_slice_fwd( }****tei3,_ , sdufront_slice_tte,& dataT) { #ifDES_outhIB_SAFE_ACCESSORS i i3 >=_I3 ) outhIB_ERROR( "set_frontal_slice_fwd() -findex out ofubounds.", outhIB_HERET); e} spac _get_slice( i3 ) =mdata; } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: set_== 0ral_slice_bwd( }****tei2,_ , sdubwd_ na_slice_tte,& dataT) { #ifDES_outhIB_SAFE_ACCESSORS i i2 >=_I2 ) outhIB_ERROR( "set_== 0ral_slice_bwd() -findex out ofubounds.", outhIB_HERET); e} spac f}{( }****tei3 =m0;fi3 =_I1 ) outhIB_ERROR( "set_horizontal_slice_fwd() -findex out ofubounds.", outhIB_HERET); e} spac f}{( }****tei3 =m0;fi3 =_I3 ) outhIB_ERROR( "set_frontal_slice_bwd() -findex out ofubounds.", outhIB_HERET); e} spac front_slice_tte,* data_t = new front_slice_tte,(); data.transpose_to(_*data_t ); _get_slice( i3 ) =m*data_t; deleteudata_t; } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: set_== 0ral_slice_fwd( }****tei2,_ , sdu na_slice_tte,& dataT) { #ifDES_outhIB_SAFE_ACCESSORS i i2 >=_I2 ) outhIB_ERROR( "set_== 0ral_slice_fwd() -findex out ofubounds.", outhIB_HERET); e} spac bwd_ na_slice_tte,* data_t = new bwd_ na_slice_tte,(); data.transpose_to(_*data_t ); f}{( }****tei3 =m0;fi3 get_column( i3 )); }< < deleteudata_t; } outh_TEMPLATE_STRINGain_( _namooaouth_TEMPLATE_CLASSNAME:: set_horizontal_slice_bwd( }****tei1,_ , sdubwd_horiz_slice_tte,& dataT) { #ifDES_outhIB_SAFE_ACCESSORS i i1 >=_I1 ) outhIB_ERROR( "set_horizontal_slice_bwd() -findex out ofubounds.", outhIB_HERET); e} spac horiz_slice_tte,* data_t = new horiz_slice_tte,(); data.transpose_to(_*data_t ); f}{( }****tei3 =m0;fi3 get_column( i3 )); }< deleteudata_t; } f//fill outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME:: fill(oTTfillVif tT) { }{( }****tei3 =m0;fi3 =m0_) { rain(useed ); double fillVif tT=m0.0f; }{( }****teindex =m0;findex <_I1 * I2 *_I3; ++index ) { fillVif tT=mrain(); fillVif tT/= RAND_MAX; fillVif tT*= te( fnumertc_limits& T >::tex(); _array[findex ] =ms p_cast& T >( fillVif tT) ; } #if 0< }{( }****tei3 =m0;fi3 ::tex(); at( i1,_i2,_i3 ) =ms p_cast& T >( fillVif tT) ; u{ } u{} u} e} spac} outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME:: fill_rainom_signed( iltfseed e { seed >=m0_) { rain(useed ); double fillVif tT=m0.0f; }{( }****tei3 =m0;fi3 ::tex(); TTfillVif t2 =ms p_cast& T >(fillVif t) % te( fnumertc_limits& T >::tex(); fillVif t2 -= te( fnumertc_limits& T >::tex()/2; at( i1,_i2,_i3 ) =mfillVif t2 ; u{ } u{} u} } outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME:: fill_rain_sym( iltfseed e { seed >=m0_) { rain(useed ); asuert(I1 ==_I2); asuert(I1 ==_I3); double fillVif tT=m0.0f; TTt_fill_vif tT=m0; }{( }****tei3 =m0;fi3 ::tex(); //add fillVif tT+=m0.5; }{frounding t_fill_vif tT=ms p_cast& T >( fillVif tT); at( i1,_i2,_i3 ) =mt_fill_vif t; i i1 !=fi2 || i1 !=fi3 || i2 !=fi3 ) { i i1 !=fi2 ) at( i2,_i1,_i3 ) =mt_fill_vif t; i i2 !=fi3 ) at( i1,_i3,_i2T) =mt_fill_vif t; i i1 !=fi3 ) at( i3,_i2,_i1T) =mt_fill_vif t; i i1 !=fi2 && i1 !=fi3 && i2 !=fi3 ) { at( i2,_i3,_i1T) =mt_fill_vif t; at( i3,_i1,_i2T) =mt_fill_vif t; } } u{ } u{} u} } outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME:: fill_rain_sym_slices( iltfseed e { seed >=m0_) { rain(useed ); asuert(I1 ==_I2); double fillVif tT=m0.0f; }{( }****tei3 =m0;fi3 ::tex(); at( i1,_i2,_i3 ) =ms p_cast& T >( fillVif tT); at( i2,_i1,_i3 ) =ms p_cast& T >( fillVif tT); } u{} u} } outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME:: fill_increastng_vif ts( ) { double fillVif tT=m0.0f; }{( }****tei3 =m0;fi3 ( fillVif tT); fillVif t++; u{ } u{} u} } outh_TEMPLATE_STRINGanamooaouth_TEMPLATE_CLASSNAME::raig**thresholn(tensor3& other_,u , sduT& rt_vif t,u , sduT& ein_vif t)_ , sd { < }{( }****tei3 =m0;fi3 = rt_vif t && vif t <= ein_vif t) other_.at(i1,_i2,_i3 ) =ms p_cast& T >( vif tT); } u{} u} } u outh_TEMPLATE_STRINGatamn name }****teR> t M, sizeenable_if::tte,* outh_TEMPLATE_CLASSNAME::diag(_ , sduve(t >& RstT >& diag_vif ts_ e { zero(e; u }{( }****ter =m0;fr ( diag_vif ts_.at(r) ); }< < return_0; } < f f outh_TEMPLATE_STRINGanamooaouth_TEMPLATE_CLASSNAME::zero(e { ill(os p_cast& T >( 0.0 ) ); } outh_TEMPLATE_STRINGaboolaouth_TEMPLATE_CLASSNAME::op0rator==(o , sdutensor3& otherT)_ , sd { bool ok = tr t; }{( }****teindex =m0;findex <_I1 * I2 *_I3; ++index ) { _array[findex ] !=fother._array[findex ] ) return_false; } return_tr t; #if 0< }{( }****tei3 =m0;fok && i3 & otherT)_ , sd { return_! op0rator==(ootherT); } outh_TEMPLATE_STRINGabool equals(o , sdutensor3& t3_0,u , sdutensor3& t3_1stT tol0rance ) { return_t3_0.equals(ot3_1sttol0rance ); } outh_TEMPLATE_STRINGaboolaouth_TEMPLATE_CLASSNAME::equals(o , sdutensor3& otherstT tol0rance )_ , sd { bool ok = tr t; }{f(}****tei3 =m0;fok && i3 outh_TEMPLATE_CLASSNAME:: get_sub_tensor3(&}****terow_offset,_}****tecol_offset,_}****teslice_offset, t M, sizeenable_if::tte,* )_ , sd { tensor3 result; get_sub_tensor3(&result,urow_offset,_col_offset,_}lice_offset ); return_result; } outh_TEMPLATE_STRINGatemn name }****teJ1,_}****teJ2,_}****teJ3 >::tte,* outh_TEMPLATE_CLASSNAME:: get_sub_tensor3(&tensor3& result,u }****terow_offset,_}****tecol_offset,_}****teslice_offsetT)_ , sd { #ifDES_outhIB_SAFE_ACCESSORS i J1 +erow_offset >_I1 || J2 +ecol_offset >_I2 || J3 +eslice_offsetT>_I3 ) outhIB_ERROR( "index out ofubounds.", outhIB_HERET); e} spac f}{( }****teslice =m0;fslice ::tte,* outh_TEMPLATE_CLASSNAME:: set_sub_tensor3(& , sdutensor3& sub_data_, }****terow_offset,_}****tecol_offset,_}****teslice_offsetT) { #ifDES_outhIB_SAFE_ACCESSORS i J1 +erow_offset >_I1 || J2 +ecol_offset >_I2 || J3 +eslice_offsetT>_I3 ) outhIB_ERROR( "index out ofubounds.", outhIB_HERET); e} spac f}{( }****teslice =m0;fslice namooaouth_TEMPLATE_CLASSNAME::set(einpud_i 0rator_t begin_,uinpud_i 0rator_t ein_, bool row_major_==yout e { npud_i 0rator_t it(ebegin_ ); if( row_major_==yout e { f}{f( }****tei3 =m0;fi3 ( *it ); } u{ } u{} } l # { ( fkopy it,uit + I1 * I2 *_I3 )stbegin()_); } } outh_TEMPLATE_STRINGain_( _outh_TEMPLATE_CLASSNAMEoaouth_TEMPLATE_CLASSNAME::op0rator+(o , sdutensor3& otherT)_ , sd { tensor3 result( *this ); resultT+=mother; return_result; } ::tte,* outh_TEMPLATE_CLASSNAME::op0rator+=(o , sdutensor3& otherT) { }{( }****tei3 =m0;fi3 & otherT) { i 0rator it =tbegin(),uit_ inf=_ein(); , sd_i 0rator other_it =tother.begin(); }{( ; it !=fit_ in; ++it, ++other_it e { *it +=_*other_it; } } outh_TEMPLATE_STRINGain_( _outh_TEMPLATE_CLASSNAMEoaouth_TEMPLATE_CLASSNAME::op0rator-(o , sdutensor3& otherT)_ , sd { tensor3 result( *this ); resultT-=mother; return_result; } & otherT) { i 0rator it =tbegin(),uit_ inf=_ein(); , sd_i 0rator other_it =tother.begin(); }{( ; it !=fit_ in; ++it, ++other_it e { *it -=_*other_it; } } //sumtw h scalar outh_TEMPLATE_STRINGain_( _outh_TEMPLATE_CLASSNAMEoaouth_TEMPLATE_CLASSNAME::op0rator+(oTTscalarT)_ , sd { tensor3 result( *this ); resultT+=mscalar; return_result; } result( *this ); resultT-=mscalar; return_result; } get_column(col)); } }< deleteuhorizontal_slice; } get_column(col)); } }< deleteuhorizontal_slice; } f outh_TEMPLATE_STRINGanamooaouth_TEMPLATE_CLASSNAME::== 0ral_unfolding_bwd( bwd_ na_unfolding_tte,& unfolding)_ , sd { bwd_ na_slice_tte,* == 0ral_slice = new bwd_ na_slice_tte,(); f}{( }****tei =m0;fi get_column(col)); } }< deleteu== 0ral_slice; } get_column(col)); } }< deleteu== 0ral_slice; } get_column(col)); } }< deleteufrontal_slice; } get_column(col)); } }< deleteufrontal_slice; } set_column(col, unfolding.get_column( i*I2+col )); } set_horizontal_slice_bwd(i, *horizontal_slice ); }< deleteuhorizontal_slice; } < set_column(col, unfolding.get_column( i*I1+col)); } set_frontal_slice_bwd(i, *frontal_slice ); }< deleteufrontal_slice; } < set_column(col, unfolding.get_column( i*I3+col )); } set_== 0ral_slice_bwd(i, *== 0ral_slice ); }< deleteu== 0ral_slice; } < outh_TEMPLATE_CLASSNAME::op0rator*(oTTscalarT) { tensor3 result; }{( }****teindex =m0;findex <_I1 * I2 *_I3; ++index ) { result._array[findex ] =m_array[findex ] *_scalar; } #if 0< tensor3* result =m(*this); u }{( }****tei3 =m0;fi3 outh_TEMPLATE_CLASSNAME::op0rator/(oTTscalarT) { tensor3 result;c f}{( }****teslice_idx =m0;fslice_idx aouth_TEMPLATE_CLASSNAME::op0rator-()_ , sd { return_negnam(); } < outh_TEMPLATE_CLASSNAME::negnam()_ , sd { tensor3 result; result *=_-1.0; return_result; } outh_TEMPLATE_STRINGadouble aouth_TEMPLATE_CLASSNAME::frobenius_norm(u , sdutensor3& other_T)_ , sd { double f_normT=m0.0; TTabs_spafT=m0; , sd_i 0rator it =tbegin(),uit_ inf=_ein(); , sd_i 0rator it_otherT=tother_.begin(); u }{( ; it !=fit_ in; ++it, ++it_otherT) {{ abs_spafT=mfabs( *it ) -mfabs( *it_otherT); _normT+=Tabs_spafT*Tabs_spaf; }< < return_sqrt( _norm); } outh_TEMPLATE_STRINGadouble aouth_TEMPLATE_CLASSNAME::frobenius_norm(u)_ , sd { double f_normT=m0.0; #if 0 u , sd_i 0rator it =tbegin(),uit_ inf=_ein(); }{( ; it !=fit_ in; ++it e f_normT+=T*it *T*it; e} # u }{( longei3 =m0;fi3 & otherT)_ , sd { double mse_vifT=m0.0; double spafT=m0.0; , sd_i 0rator it =tbegin(),uit_ inf=_ein(); , sd_i 0rator other_it =tother.begin(); u }{( ; it !=fit_ in; ++it, ++other_it e{ spafT=mabs( *it ) -mabs( *other_it e; mse_vifT+=TspafT*Tspaf; }< < mse_vifT/=_(double)s***(); < return_mse_vif; } outh_TEMPLATE_STRINGadouble aouth_TEMPLATE_CLASSNAME::rmse(o , sdutensor3& otherT)_ , sd { return_sqrt(mse(ootherT)); } outh_TEMPLATE_STRINGadoubleaouth_TEMPLATE_CLASSNAME::mean()_ , sd { double vifT=m0; , sd_i 0rator it =tbegin(),uit_ inf=_ein(); }{( ; it !=fit_ in; ++it e{ vifT+=Tsouble(abs( *it )); }< < return_( vif/s***()); } outh_TEMPLATE_STRINGanamooaouth_TEMPLATE_CLASSNAME::mean(uT& mean_T)_ , sd { mean_T=ms p_cast& T >( mean()_); } outh_TEMPLATE_STRINGadoubleaouth_TEMPLATE_CLASSNAME::variance()_ , sd { double vifT=m0.0; double sum_vifT=m0.0; double mean_vifT=mmean(); , sd_i 0rator it =tbegin(),uit_ inf=_ein(); }{( ; it !=fit_ in; ++it e{ vifT=Tsouble(*it) -mmean_vif; vifT*=_vif; sum_vifT+=_vif; }< < return_souble(sum_vif/(s***()-1)); } outh_TEMPLATE_STRINGadoubleaouth_TEMPLATE_CLASSNAME::stdev()_ , sd { return_sqrt(variance()); } outh_TEMPLATE_STRINGadoubleoaouth_TEMPLATE_CLASSNAME::co eute_psnr(o , sdutensor3& otherst , sduT& max_vif t_T)_ , sd { double rmse_vifT=mrmse(ootherT); double psnr_vifT=mlog( max_vif t_T/ rmse_vifT); psnr_vifT*=_20; < return_fabs(psnr_vif); } namoaouth_TEMPLATE_CLASSNAME::cast_from(u , sdutensor3& otherT) { #if 0< t M,DES_tensor3ot3_tt_tte, ; t M,DES_t M, sizet3_tt_tte,:: , sd_i 0rator tt_co sd_i 0rator; i 0rator it =tbegin(),uit_ inf=_ein(); tt_co sd_i 0rator other_it =tother.begin(); }{( ; it !=fit_ in; ++it, ++other_it e { *it =ms p_cast& T >( *other_it e; } e} # #pragma o e parallel }{ u }{( longeslice_idx =m0;fslice_idx (other.at( row_index,fcol_index,fslice_idx )); } u{} u} e} spac} namoaouth_TEMPLATE_CLASSNAME::cast_from(u , sdutensor3& otherst , sdulong&fslice_idx_ rt_T) { #pragma o e parallel }{ u }{( longeslice_idx =mslice_idx_ rt_;fslice_idx (other.at( row_index,fcol_index,fslice_idx )); } u{} u} }< f f outh_TEMPLATE_STRINGatemn name t M, size_T > namoaouth_TEMPLATE_CLASSNAME::float_t_to_uint_t(u , sdutensor3& otherT) { t M,DES_tensor3ot3_tt_tte, ; t M,DES_t M, sizet3_tt_tte,:: , sd_i 0rator tt_co sd_i 0rator; i ( }***of(T) == 1 || }***of(T) == 2) { i 0rator it =tbegin(),uit_ inf=_ein(); tt_co sd_i 0rator other_it =tother.begin(); u }{( ; it !=fit_ in; ++it, ++other_it e { { *it =mT( ( fmin( ( fmax(int(0), int( *other_it +m0.5)), int(te( fnumertc_limits& T >::tex()) )); } } l # { // ( fkout << "Warning: u# aTspaferendut M, as rget (uint8 or uint16). Nou , verstion_sone.\n" << te( f rl; this->cast_from(uotherT); return; } } f outh_TEMPLATE_STRINGanamo outh_TEMPLATE_CLASSNAME::}xport_to(_te( fve(t >& T >& data_T)_ , sd { data_.clear(); co sd_i 0rator it =tbegin(), i _ inf=_ein(); }{( ; it !=fit_ in; ++it e { data_.push_back( *it ); } } outh_TEMPLATE_STRINGanamo outh_TEMPLATE_CLASSNAME::import_from(u , sdute( fve(t >& T >& data_T) { }****tei =m0;f//i 0rator over data_ }****teinpud_}*** = data_.s***(); i 0rator it =tbegin(), i _ inf=_ein(); }{( ; it !=fit_ in; ++it, n0i ) { iT>= inpud_}***) *it =ms p_cast&T> (0); l # *it =mdata_.at( i ); } } < (te( fnumertc_limits&T>::tex()); co sd_i 0rator it =tbegin(), it_ inf=_ein(); }{( ; it !=fit_ in; ++it) {{ *it (0); co sd_i 0rator it =tbegin(), it_ inf=_ein(); }{( ; it !=fit_ in; ++it) {{ *it >Ttensor3_max ) { tensor3_max =m*it; {} u} return_tensor3_max; } outh_TEMPLATE_STRINGaT outh_TEMPLATE_CLASSNAME::get_abs_min()_ , sd { TTtensor3_min =ms p_cast&T>(te( fnumertc_limits&T>::tex()); co sd_i 0rator it =tbegin(), it_ inf=_ein(); }{( ; it !=fit_ in; ++it) {{ fabs(*it) < fabs(tensor3_min) ) { tensor3_min =mfabs(*it); {} u} return_tensor3_min; } outh_TEMPLATE_STRINGaT outh_TEMPLATE_CLASSNAME::get_abs_mex()_ , sd { TTtensor3_max =ms p_cast&T>(0); co sd_i 0rator it =tbegin(), it_ inf=_ein(); }{( ; it !=fit_ in; ++it) {{ fabs(*it) > fabs(tensor3_max) ) { tensor3_max =mfabs(*it); {} u} return_tensor3_max; } outh_TEMPLATE_STRINGa}****taouth_TEMPLATE_CLASSNAME::nnz()_ , sd { }****tecounter =m0; co sd_i 0rator it =tbegin(), it_ inf=_ein(); }{( ; it !=fit_ in; ++it) {{ *it !=m0_) { ++counter; {} u} return_counter; } outh_TEMPLATE_STRINGa}****taouth_TEMPLATE_CLASSNAME::nnz(t , sduT& thresholn_T)_ , sd { }****tecounter =m0; co sd_i 0rator it =tbegin(), it_ inf=_ein(); }{( ; it !=fit_ in; ++it) {{ fabs(*it) > thresholn_T)_{ ++counter; {} u} return_counter; } < outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME::thresholn(t , sduT& thresholn_vif t_T)_ { 0rator it =tbegin(), it_ inf=_ein(); }{( ; it !=fit_ in; ++it) {{ fabs(*it) <= thresholn_vif t_T)_{ *it =ms p_cast&T> (0); u{} u} } namoaouth_TEMPLATE_CLASSNAME::quant****to(utensor3& quant***n_, t , sduT& min_vif t_st , sduT& max_vif t_T)_ , sd { double max_tt_raig*T=Tsouble(te( fnumertc_limits& TT >::tex()); double min_tt_raig*T=Tsouble(te( fnumertc_limits& TT >::tin()); double tt_raig*T=Tmax_tt_raig*T- min_tt_raig*; double t_raig*T=Tmax_vif t_T- min_vif t_; // ( fkout << "tt min= " << min_tt_raig*T<< ", tt max= " << max_tt_raig*T<< ", t min= " << min_vif t_T<< ", t max= " << max_vif t_T<< te( f rl; // ( fkout << "tt raig*=" << tt_raig*T<< ", t raig*= " << t_raig*T<< te( f rl; t M,DES_tensor3ot3_tt_tte, ; t M,DES_t M, sizet3_tt_tte,::i 0rator tt_i 0rator; td_i 0rator it_quantT=Tquant***n_.begin(); , sd_i 0rator it =tbegin(),uit_ inf=_ein();c f}{( ; it !=fit_ in; ++it, ++it_quantT) {{ te( fnumertc_limits&TT>::is_signedT)_{ *it_quantT=TTT( ( fmin( ( fmax( min_tt_raig*,Tsouble((T*it *Ttt_raig*T/ t_raig*T) +m0.5)), max_tt_raig*T)); } l # { *it_quantT=TTT( ( fmin( ( fmax( min_tt_raig*,Tsouble(((*it - min_vif t_T) *Ttt_raig*T/ t_raig*) +m0.5)), max_tt_raig*T)); } // ( fkout << "original vif t= " << souble(*it) << ", , vertedTvif t= " << souble(*it_quantT)T<< te( f rl; } } outh_TEMPLATE_STRINGatemn name t M, size_T > namoaouth_TEMPLATE_CLASSNAME::quant***(utensor3& quant***n_, T& min_vif t_stT& max_vif t_T)_ , sd { min_vif t_= get_min(); max_vif t_T= get_mex(); quant****to(uquant***n_, min_vif t_stmax_vif t_T); } outh_TEMPLATE_STRINGatemn name t M, size_T > namoa outh_TEMPLATE_CLASSNAME::quant****log( tensor3& quant***n_, tensor3& signs_, T& min_vif t_stT& max_vif t_st , sduTT& tt_raig*_T)_ , sd { double max_tt_raig*T=Tsouble(tt_raig*_); double min_tt_raig*T=T0; min_vif t_T= get_abs_min(); max_vif t_T= get_abs_mex(); double t_raig*T=Tmax_vif t_T- min_vif t_; t M,DES_tensor3ot3_tt_tte, ; t M,DES_t M, sizet3_tt_tte,::i 0rator tt_i 0rator; td_i 0rator it_quantT=Tquant***n_.begin(); , sd_i 0rator it =tbegin(),uit_ inf=_ein();c t M,DES_tensor3et3_sign_tte, ; t M,DES_t M, sizet3_sign_tte,::i 0rator sign_i 0rator; sign_i 0ratoruit_sign =msigns_.begin(); f}{( ; it !=fit_ in; ++it, ++it_quant, ++it_sign ) {{ T vif tT=mfabs(*it); {*it_sign =m((*it) < 0.f) ?m0_: 1; T quant_vif tT=m0; te( fnumertc_limits&TT>::is_signedT)_{ quant_vif tT=mlog2( 1 +evif t)_/mlog2(1 +et_raig*T) *Ttt_raig*_; *it_quantT=TTT( ( fmin( ( fmax( min_tt_raig*,Tsouble(quant_vif tT+m0.5)), max_tt_raig*T)); } l # { quant_vif tT=mlog2( 1 +e vif tT- min_vif t_T))_/mlog2(1 +et_raig*T) *Ttt_raig*_; *it_quantT=TTT( ( fmin( ( fmax( min_tt_raig*,Tsouble(quant_vif tT+m0.5)), max_tt_raig*T)); } u} } f outh_TEMPLATE_STRINGatemn name t M, size_T > namoaouth_TEMPLATE_CLASSNAME::quant****to(utensor3& quant***n_, tensor3& signs_, T& min_vif t_stT& max_vif t_st , sduTT& tt_raig*_T)_ , sd { double max_tt_raig*T=Tsouble(tt_raig*_); double min_tt_raig*T=T0; min_vif t_T= get_abs_min(); max_vif t_T= get_abs_mex(); double t_raig*T=Tmax_vif t_T- min_vif t_; t M,DES_tensor3ot3_tt_tte, ; t M,DES_t M, sizet3_tt_tte,::i 0rator tt_i 0rator; td_i 0rator it_quantT=Tquant***n_.begin(); , sd_i 0rator it =tbegin(),uit_ inf=_ein();c t M,DES_tensor3et3_sign_tte, ; t M,DES_t M, sizet3_sign_tte,::i 0rator sign_i 0rator; sign_i 0ratoruit_sign =msigns_.begin(); f}{( ; it !=fit_ in; ++it, ++it_quant, ++it_sign ) {{ T vif tT=mfabs(*it); {*it_sign =m((*it) < 0.f) ?m0_: 1; te( fnumertc_limits&TT>::is_signedT)_{ *it_quantT=TTT( ( fmin( ( fmax( min_tt_raig*,Tsouble((Tvif tT*Ttt_raig*_T/ t_raig*T) +m0.5)), max_tt_raig*T)); } l # { *it_quantT=TTT( ( fmin( ( fmax( min_tt_raig*,Tsouble((( vif tT- min_vif t_T)T*Ttt_raig*_T/ t_raig*) +m0.5)), max_tt_raig*T)); } } } < outh_TEMPLATE_STRINGatemn name t M, size_T > namoaouth_TEMPLATE_CLASSNAME::dequant***(utensor3& dequant***n_, , sdutensor3& signs_, , sduTT& min_vif t_st , sduTT& max_vif t_T)_ , sd { T max_t_raig*T=Tget_mex(); T min_t_raig*T=Tget_min(); longet_raig*T=Tlong(max_t_raig*) -mlong(min_t_raig*); TT tt_raig*T=Tmax_vif t_T- min_vif t_; t M,DES_tensor3ot3_tt_tte, ; t M,DES_t M, sizet3_tt_tte,::i 0rator tt_i 0rator; td_i 0rator it_dequantT=Tsequant***n_.begin(); , sd_i 0rator it =tbegin(),uit_ inf=_ein();c t M,DES_tensor3et3_sign_tte, ; t M,DES_t M, sizet3_sign_tte,:: , sd_i 0rator sign_i 0rator; sign_i 0ratoruit_sign =msigns_.begin(); float sign =m0; }{( ; it !=fit_ in; ++it, ++it_sequant, ++it_sign ) {{ sign =m((*it_sign) == 0) ?m-1_: 1; te( fnumertc_limits&T>::is_signedT)_{ *it_dequantT=Tsign * ( fmin( ( fmax( min_vif t_stTT((TT(*it) / t_raig*) *Ttt_raig*)), max_vif t_T); } l # { *it_dequantT=Tsign * ( fmin( ( fmax( min_vif t_stTT((((TT(*it) / t_raig*)) *Ttt_raig*T) +mmin_vif t_T)), max_vif t_T); } u} } < outh_TEMPLATE_STRINGatemn name t M, size_T > namoaouth_TEMPLATE_CLASSNAME::dequant****log( tensor3& dequant***n_, , sdutensor3& signs_, , sduTT& min_vif t_st , sduTT& max_vif t_T)_ , sd { T max_t_raig*T=Tget_mex(); T min_t_raig*T=Tget_min(); longet_raig*T=Tlong(max_t_raig*) -mlong(min_t_raig*); TT tt_raig*T=Tmax_vif t_T- min_vif t_; t M,DES_tensor3ot3_tt_tte, ; t M,DES_t M, sizet3_tt_tte,::i 0rator tt_i 0rator; td_i 0rator it_dequantT=Tsequant***n_.begin(); , sd_i 0rator it =tbegin(),uit_ inf=_ein();c t M,DES_tensor3et3_sign_tte, ; t M,DES_t M, sizet3_sign_tte,:: , sd_i 0rator sign_i 0rator; sign_i 0ratoruit_sign =msigns_.begin(); float sign =m0; }{( ; it !=fit_ in; ++it, ++it_sequant, ++it_sign ) {{ TT vif tT=mTT(*it); TT sequant_vif tT=m0; sign =m((*it_sign) == 0) ?m-1_: 1; te( fnumertc_limits&T>::is_signedT)_{ sequant_vif tT=mexp2( vif tT/ t_raig*) *Tlog2(1 +ett_raig*)) - 1; *it_dequantT=Tsign * ( ( fmin( ( fmax( min_vif t_stsequant_vif tT), max_vif t_T)); } l # { sequant_vif tT=mexp2( vif tT/ t_raig*) *Tlog2(1 +ett_raig*)) - 1; *it_dequantT=Tsign * ( ( fmin( ( fmax( min_vif t_stsequant_vif tT+mmin_vif t_T), max_vif t_T)); } u} } namoaouth_TEMPLATE_CLASSNAME::dequant***(utensor3& dequant***n_, , sduTT& min_vif t_st , sduTT& max_vif t_T)_ , sd { T max_t_raig*T=Tget_mex(); T min_t_raig*T=Tget_min(); longet_raig*T=Tlong(max_t_raig*) -mlong(min_t_raig*); TT tt_raig*T=Tmax_vif t_T- min_vif t_; t M,DES_tensor3ot3_tt_tte, ; t M,DES_t M, sizet3_tt_tte,::i 0rator tt_i 0rator; td_i 0rator it_dequantT=Tsequant***n_.begin(); , sd_i 0rator it =tbegin(),uit_ inf=_ein();c }{( ; it !=fit_ in; ++it, ++it_sequantT) {{ te( fnumertc_limits&T>::is_signedT)_{ *it_dequantT=Ts ( fmin( ( fmax( min_vif t_stTT((TT(*it) / t_raig*) *Ttt_raig*)), max_vif t_T); } l # { *it_dequantT=Ts ( fmin( ( fmax( min_vif t_stTT((((TT(*it) / t_raig*)) *Ttt_raig*T) +mmin_vif t_T)), max_vif t_T); } u} } f outh_TEMPLATE_STRINGa , sduouth_TEMPLATE_CLASSNAME&aouth_TEMPLATE_CLASSNAME::op0rator=(o , sduouth_TEMPLATE_CLASSNAME& source_T) { memcpy _array, source_._array, I1 * I2 *_I3 * }***of( T ) ); return_*this; } <#if 0< ( fstringe }{mat_path(u , sdute( fstring& dir_,u , sdute( fstring& fil, siz_,u , sdute( fstring& f}{mat_T) { ( fstringepathT=Tsir_; ntTsir_l, gthT=Tsir_.s***()m-1; ntTlast_separator =Tsir_.find_ nst_of( "/"); ( fstringepathT=Tsir_; last_separator m0_) { { l, _readT=m(l, _data %emax_fil,_l, T) >m0_? l, _data %emax_fil,_l, T: l, _data; l, _data -= l, _read; nfil,.read(fdata, l, _readT); T* T_ptr =T(T*)&(data[0]); }{( ; (it !=fit_ in) &&_(l, _readT>m0); ++it, l, _readT-= }***of(T) ) { { *it =m*T_ptr; ++T_ptr; } u{} u delete[] data; nfil,.clos*(); } l # { ( fkout << "no fil, op0n" << te( f rl; } } < < outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME::remove_normals_from_raw(u , sdute( fstring& dir_,u , sdute( fstring& fil, siz_T)_ { ntTsir_l, gthT=Tsir_.s***()m-1; ntTlast_separator =Tsir_.find_ nst_of( "/"); ( fstringepathT=Tsir_; last_separator m0_) { { l, _readT=m(l, _data %emax_fil,_l, T) >m0_? l, _data %emax_fil,_l, T: l, _data; l, _data -= l, _read; nfil,.read(fdata, l, _readT); T* T_ptr =T(T*)&(data[0]); }{( ; (it !=fit_ in) &&_(l, _readT>m0); ++it, l, _readT-= l, _vif tT) { { ++T_ptr; ++T_ptr; ++T_ptr; *it =m*T_ptr; ++T_ptr; ++counter; { } u{} u delete[] data; nfil,.clos*(); } l # { ( fkout << "no fil, op0n" << te( f rl; } ( fkout << " , vertedTnormals" << te( f rl; ( fstringefil, sizT=T""; fil, sizT=Tfil, siz_.substr(0, fil, siz_.s***()m-6); wri 0_datfil,(u".", fil, sizT); wri 0_to_raw(u".", fil, sizT); } outh_TEMPLATE_STRINGanmml fmatrix&aouth_TEMPLATE_CLASSNAME:: _get_slice( }****teindex_T) { t M,DES_matrix matrix_tte,; return_*reinterpret_cast& matrix_tte,* >( _array + I1 * I2 *_index_T); } <&aouth_TEMPLATE_CLASSNAME:: _get_slice( }****teindex_T)_ , sd { t M,DES_matrix matrix_tte,; return_*reinterpret_cast& , sdumatrix_tte,* >( _array + I1 * I2 *_index_T); } < tmp; tmp.zero(); tmp.wri 0_to_raw(udir_,ufil, siz_ ); // ( fkout << "createdTfil, f}{fmemoryumapping" << te( f rl; fd_T= op0n( path.c_str(),uO_RDWR,m0_);f//O_RDONLY fd_T==_-1T) { { clos*(fd_); ( fkout << "no fil, op0n f}{fmemoryumapping" << te( f rl; } u} }****tel, = }***of(T) * SIZE; off_t offsetT=T0; array_T= (T*)mmap( 0,el, , PROT_WRITE, MAP_FILE | MAP_SHARED, fn_, offsetT);f//cast to namo*?f//MAP_FILE|MAP_SHARED i ( array_T== MAP_FAILED) {{ s ( fkout << "mmap fail,d" << te( f rl; } } namoaouth_TEMPLATE_CLASSNAME:: re , sdruct_CP( , sdunmml fve(t >& RstT>& lambda, nmml fmatrix& U, , sdunmml fmatrix& V, , sdunmml fmatrix& W, nmml fmatrix& temn ) { }{ (}****tej =m0;fj & RstTT>mui; ve(t >& RstTT>mtmpi; blas_dot& RstTT>mbdot; f}{f(}****tek =m0;fk ( 0.0T); <#if 0< ui =mU.get_column( iT); tmpi =mtemn.get_column( j + k *I2 ); bdot.co eute(mui,mtmpi, vif tT); <#} # u }{( }****ter =m0; r namoaouth_TEMPLATE_CLASSNAME:: apply_sphertcal_weights(utensor3& otherT) { //piecewise multiplication_of everyufrontalfslicetw h the weightsf(}phertcal)< }{( }****tei3 =m0;fi3 ) float_t vif tT=m} p_cast&float_t>(Tat(i1,_i2,_i3)); //nif tT=m vif tT> 35) ? vif tT- 35) :m0; other.at( i1,_i2,_i3 ) =m} p_cast&float_t> ( weight * vif t); { } u{} u} } outh_TEMPLATE_STRINGanamo outh_TEMPLATE_CLASSNAME:: get_sphere() { f}{( }****tei3 =m0;fi3 =m I1/2)) { at(i1,_i2,_i3 ) =m0; } u{} u} } outh_TEMPLATE_STRINGatemn name }****teRstt M, size_T > doubleaouth_TEMPLATE_CLASSNAME::tensor_inner_product( , sdunmml fve(t >& RstTT>& lambda, , sdunmml fmatrix& U, , sdunmml fmatrix& V, , sdunmml fmatrix& WT)_ , sd { T inner_prod(m0_); f}{f(}****ter =m0; r namo aouth_TEMPLATE_CLASSNAME::average_8to1(utensor3& otherT)_ , sd { assert I1/2 >=mK1); assert I2/2 >=mK2); assert I3/2 >=mK3); c t M,DES_matrixmother_slice_tte,; t M,DES_matrixmother_slice_float_tte,; t M,DES_matrix sub_row_slice_tte,; ront_slice_tte,* slice0 = new front_slice_tte,; ront_slice_tte,* slice1 = new front_slice_tte,; sub_row_slice_tte,* sub_row_slice = new sub_row_slice_tte,; other_slice_tte,* slice_otherT=tnew other_slice_tte,; other_slice_float_tte,* slice_float_otherT=tnew other_slice_float_tte,; other.zero(); }{ ( }****tei3 =m0,ek3 =m0;fi3 sum_rows( *sub_row_slice ); ub_row_slice->sum_columns( *slice_otherT); *slice_float_otherT=t*slice_other; *slice_float_otherT/= 8.0; *slice_float_otherT+=m0.5; slice_other->cast_from(u*slice_float_otherT); other.set_frontal_slice_fwd( k3, *slice_otherT); } }< deleteu lice0; deleteu lice1; deleteu lice_other; deleteu ub_row_slice; } c #unDES_outh_TEMPLATE_STRINGa#unDES_outh_TEMPLATE_CLASSNAME }f// sizspace nmml e} spac outhib-1.4.0/include/nmmlib/tensor3_ 0rator.hpp000644 000765 000024 00000011674 12002261451 021615 0u r00eile ff000000 000000 /* *_VuthibT-eTensor Classes *_ *_@author Jonas Boesch *_@author Susanne Su 0r * *_ */ <#ifnDES___outh__TENSOR3_ITERATOR__HPP__ #DES( ___outh__TENSOR3_ITERATOR__HPP__ <#include sizspace nmml { temn name t M, size_ > class tensor3_ 0rator { public:c t M,DES_t M, size_::vaf t_tte, vif t_tte,; t M,DES_t M, size_::pointer pointer; t M,DES_t M, size_::referenc, referenc,; t M,DES_t M, sizete( f }{ward_ 0rator_tag i 0rator_ca 0gory; t M,DES_}****te_____________________________spaference_tte,; ____ t M,DES_t M, sizematrix::i 0rator matrix_i 0rator; t M,DES_t M, size_::front_slice_tte, slice_tte,; tensor3_ 0rator() :m_tensor3(m0_), _matrix_index(m0_) {}; tensor3_ 0rator(uT& t_, booltbegin_T)_:m_tensor3(m&t__), _matrix_index(m0_) { begin_T) { _matrix_index =m0; slice_tte,&fslice_ =m_tensor3->get_frontal_slice_fwd( _matrix_index ); _matrix_ite_________=mslice_.begin(); _matrix_it_ inf_____=mslice_.ein(); } } # { _matrix_index =m_::SLICES - 1; slice_tte,&fslice_ =m_tensor3->get_frontal_slice_fwd( _matrix_index ); _matrix_ite_________=mslice_.ein(); _matrix_it_ inf_____=mslice_.begin(); } } vaf t_tte,& op0rator*() {{ return_*_matrix_it; } , sdunaf t_tte,& op0rator*()_ , sd {{ return_*_matrix_it; } booltop0rator==(u , sdutensor3_ 0rator&fit_T)_ , sd { return_it_._tensor3T== _tensor3 // &&_it_._matrix_index == _matrix_index &&_it_._matrix_it == _matrix_it; } booltop0rator!=(u , sdutensor3_ 0rator&fit_T)_ , sd { return_!top0rator==(it_); } vamo op0rator++() {{ _tensor3T== 0T) { outhIB_ERROR( "attemnt to increaszetingularT 0rator", outhIB_HERE ); } _matrix_it != _matrix_it_ infe ++_matrix_it; _matrix_it == _matrix_it_ inf&&__matrix_index get_frontal_slice( _matrix_index ); _matrix_ite=m_tensor3->get_frontal_slice_fwd( _matrix_index ).begin(); _matrix_it_ in =m_tensor3->get_frontal_slice_fwd( _matrix_index ).ein(); } u} protected: matrix_i 0rator _matrix_it; matrix_i 0rator _matrix_it_ in; T* _tensor3; }****t _matrix_index; };f// inftensor3_ 0rator class temn name t M, size_ > class tensor3_ , sd_i 0rator { public:c t M,DES_t M, size_::vaf t_tte, vif t_tte,; t M,DES_t M, size_::pointer pointer; t M,DES_t M, size_::referenc, referenc,; t M,DES_t M, sizete( f }{ward_ 0rator_tag i 0rator_ca 0gory; t M,DES_}****te_____________________________spaference_tte,; ____ t M,DES_t M, sizematrix:: , sd_i 0rator matrix_i 0rator; t M,DES_t M, size_::front_slice_tte, slice_tte,; tensor3_ , sd_i 0rator() :m_tensor3(m0_), _matrix_index(m0_) {}; tensor3_ , sd_i 0rator(t , sduT& t_, booltbegin_T)_:m_tensor3(m&t__), _matrix_index(m0_) { begin_T) { _matrix_index =m0; , sdutlice_tte,&fslice_ =m_tensor3->get_frontal_slice_fwd( _matrix_index ); _matrix_ite_________=mslice_.begin(); _matrix_it_ inf_____=mslice_.ein(); } } # { _matrix_index =m_::SLICES - 1; , sdutlice_tte,&fslice_ =m_tensor3->get_frontal_slice_fwd( _matrix_index ); _matrix_ite_________=mslice_.ein(); _matrix_it_ inf_____=mslice_.begin(); } } , sdunaf t_tte,& op0rator*()_ , sd {{ return_*_matrix_it; } booltop0rator==(u , sdutensor3_ , sd_i 0rator&fit_T)_ , sd { return_it_._matrix_it == _matrix_it; } booltop0rator!=(u , sdutensor3_ , sd_i 0rator&fit_T)_ , sd { return_it_._matrix_it != _matrix_it; } vamo op0rator++() {{ _tensor3T== 0T) { outhIB_ERROR( "attemnt to increaszetingularT 0rator", outhIB_HERE ); } _matrix_it != _matrix_it_ infe ++_matrix_it; _matrix_it == _matrix_it_ inf&&__matrix_index get_frontal_slice( _matrix_index ); _matrix_ite=m_tensor3->get_frontal_slice_fwd( _matrix_index ).begin(); _matrix_it_ in =m_tensor3->get_frontal_slice_fwd( _matrix_index ).ein(); } u} protected: matrix_i 0rator _matrix_it; matrix_i 0rator _matrix_it_ in; , sduT* _tensor3; }****t _matrix_index; };f// inftensor3_ , sd_i 0rator class }// infnmml sizspace e} spac outhib-1.4.0/include/nmmlib/tucker3_}xporter.hpp000644 000765 000024 00000025143 12002261451 021613 0u r00eile ff000000 000000 /* *_VuthibT-eTensor Classes *_ *_@author Susanne Su 0r * *_Export tool }{ Tucker3ftensor ainfquant***n Tucker3ftensor *_ */ <<#ifnDES___outh__TUCK3_EXPORTER__HPP__ #DES( ___outh__TUCK3_EXPORTER__HPP__ <#include /* FIXME: * *_-eT_internal *_-e , sduinpud argumendu }{ tucker3 data */ < sizspace nmml { temn name }****teR1,_}****teR2,_}****teR3,_}****teI1,_}****teI2,_}****teI3stt M, size__vif tT=mfloatstt M, size__coeffT=mfloat > class tucker3_}xporter {{ public: t M,DES_float T_internal;f//FIXME! should matchtw h tucker3ftensor t M,DES_tucker3_tensor_tucker3_tte,; t M,DES_qtucker3_tensor_qtucker3_tte,; t M,DES_tensor3_t3_ ,re_tte,; t M,DES_t M, sizet3_ ,re_tte,::i 0rator t3_ ,re_i 0rator; t M,DES_t M, sizet3_ ,re_tte,:: , sd_i 0rator t3_ ,re_co sd_i 0rator; t M,DES_matrix_u1_tte,; t M,DES_t M, sizeu1_tte,::i 0rator u1_i 0rator; t M,DES_t M, sizeu1_tte,:: , sd_i 0rator u1_co sd_i 0rator; t M,DES_matrix_u2_tte,; t M,DES_t M, sizeu2_tte,::i 0rator u2_i 0rator; t M,DES_t M, sizeu2_tte,:: , sd_i 0rator u2_co sd_i 0rator; t M,DES_matrix_u3_tte,; t M,DES_t M, sizeu3_tte,::i 0rator u3_i 0rator; t M,DES_t M, sizeu3_tte,:: , sd_i 0rator u3_ , sd_i 0rator; t M,DES_tensor3et3_ ,re_signs_tte,; temn name t M, size_ > s p namo }xport_to(_te( fve(t >& T >& data_,_tucker3_tte,&_tuck3_data_T); //previous version, bud works onlytw h 16bitequant**ation s p namo }xport_quant***n_to(__te( fve(t >&unsignedTchar>& data_out_, qtucker3_tte,&_tuck3_data_T T); //u# this version, works w h a better quant**ationu }{ the ,re_tensor: //logar hm p quant**ationuainfseparate high iergy ,re_vife // uitabl, f}{fvoxelwise re , sdruction s p namo }xport_hot_quant***n_to(__te( fve(t >&unsignedTchar>& data_out_, qtucker3_tte,&_tuck3_data_T T); //u# this versionu }{ the ttm }xport/import ( ,re: backward cyclic), w hout n nin hot vif tT s p namo }xport_ttm_quant***n_to(__te( fve(t >&unsignedTchar>& data_out_, qtucker3_tte,&_tuck3_data_T T); u};f// inftucker3f}xporter class #DES( _outh_TEMPLATE_STRING temn name }****teR1,_}****teR2,_}****teR3,_}****teI1,_}****teI2,_}****teI3stt M, size__vif tstt M, size__coeffT> #DES( _outh_TEMPLATE_CLASSNAME tucker3_}xporter outh_TEMPLATE_STRINGatemn name t M, size_ > namo outh_TEMPLATE_CLASSNAME::}xport_to(_te( fve(t >& T >& data_,_tucker3_tte,&_tuck3_data_TT) { data_.clear(); u1_tte,* u1T=tnew u1_tte,; u2_tte,* u2T=tnew u2_tte,; u3_tte,* u3T=tnew u3_tte,; t3_ ,re_tte, ,re; tuck3_data_.get_u1( *u1T); tuck3_data_.get_u2( *u2T); tuck3_data_.get_u3( *u3T); tuck3_data_.get_ ,re( ,re_); tuck3_data_.cast_members(); u1_co sd_i 0rator it =tu1->begin(), it_ inf=_u1->ein();c }{( ; it !=fit_ in; ++it ) {{ data_.push_back( } p_cast& T >( *it) ); }< < u2_co sd_i 0rator u2_i f=_u2->begin(), u2_i _ inf=_u2->ein();c }{( ; u2_i f!= u2_i _ in; ++u2_i f) {{ data_.push_back(} p_cast& T >(*u2_i ) ); }< < u3_ , sd_i 0rator u3_i f=_u3->begin(), u3_i _ inf=_u3->ein();c }{( ; u3_i f!= u3_i _ in; ++u3_i f) {{ data_.push_back(} p_cast& T >( *u3_i ) ); }< < t3_ ,re_i 0rator i _ ,re_= ,re.begin(), it_ ,re_ inf=_ ,re.ein();c }{( ; it_ ,re_!=fit_ ,re_ in; ++it_ ,re_) {{ data_.push_back(} p_cast& T >( *it_ ,re) ); }< < deleteuu1; deleteuu2; deleteuu3; } < outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME::}xport_quant***n_to(_te( fve(t >&unsignedTchar>& data_out_, qtucker3_tte,&_tuck3_data_T ) { //quant***ftucker3fco eonends (u1-u3Tainf ,re) }****tel, _t_ ,mp = }***of( T_internal ); }****tel, _}xport_data = tuck3_data_.SIZE * }***of(__coeff) +m8T*Tl, _t_ ,mp; char *fdata = new char[el, _}xport_data ]; }****te in_data = 0; //quant***fbasis matricesTainf ,pymmin-max vif ts T_internal u_min, u_max; tuck3_data_.quant****basis_matrices( u_min, u_max); memcpy data, &u_min, l, _t_ ,mp );e in_data = l, _t_ ,mp; memcpy data +m in_data, &u_max, l, _t_ ,mp );e in_data += l, _t_ ,mp; u1_tte,* u1T=tnew u1_tte,; u2_tte,* u2T=tnew u2_tte,; u3_tte,* u3T=tnew u3_tte,; t3_ ,re_tte, ,re; tuck3_data_.get_u1( *u1T); tuck3_data_.get_u2( *u2T); tuck3_data_.get_u3( *u3T); tuck3_data_.get_ ,re( ,re_); //quant***f ,re_ainf ,pymmin-max vif ts T_internal ,re_min, ,re_max; tuck3_data_.quant**** ,re( ,re_min, ,re_max_); memcpy data +m in_data, & ,re_min, l, _t_ ,mp );e in_data += l, _t_ ,mp; memcpy data +m in_data, & ,re_max, l, _t_ ,mp );e in_data += l, _t_ ,mp; // ,pymdata for u1 }****tel, _u1T=tI1 * R1 * }***of( T_coeffT); memcpy data +m in_data, *u1,el, _u1T);e in_data += l, _u1; // ,pymdata for u2 }****tel, _u2T=tI2 *_R2 * }***of( T_coeffT); memcpy data +m in_data, *u2,el, _u2T);e in_data += l, _u2; // ,pymdata for u3 }****tel, _u3T=tI3 * R3 * }***of( T_coeffT); memcpy data +m in_data, *u3,el, _u3T);e in_data += l, _u3; // ,pymdata for ,re }****tel, _ ,re_slice = R1 * R2 * }***of( T_coeffT); f}{f(}****ter3 =m0;fr3 &unsignedTchar>& data_out_, qtucker3_tte,&_tuck3_data_T ) { tuck3_data_., sbl,_quant*fy_hot(); //quant***ftucker3fco eonends (u1-u3Tainf ,re) }****tel, _t_ ,mp = }***of( T_internal ); }****tel, _}xport_data = R1*R2*R3 + (R1*I1 +eR2*I2 +eR3*I3) * }***of(__coeff) +m4T*Tl, _t_ ,mp; char *fdata = new char[el, _}xport_data ]; }****te in_data = 0; //quant***fbasis matricesTainf ,pymmin-max vif ts T_internal u_min, u_max; tuck3_data_.quant****basis_matrices( u_min, u_max); memcpy data, &u_min, l, _t_ ,mp );e in_data = l, _t_ ,mp; memcpy data +m in_data, &u_max, l, _t_ ,mp );e in_data += l, _t_ ,mp; //quant***f ,re_ainf ,pymmin-max vif ts T_internal ,re_min, ,re_max; tuck3_data_.quant**** ,re( ,re_min, ,re_max_); //memcpy data +m in_data, & ,re_min, l, _t_ ,mp );e in_data += l, _t_ ,mp;mmin_vif t is always zero inTlog quant memcpy data +m in_data, & ,re_max, l, _t_ ,mp );e in_data += l, _t_ ,mp; u1_tte,* u1T=tnew u1_tte,; u2_tte,* u2T=tnew u2_tte,; u3_tte,* u3T=tnew u3_tte,; t3_ ,re_tte, ,re; t3_ ,re_signs_tte,msigns; tuck3_data_.get_u1( *u1T); tuck3_data_.get_u2( *u2T); tuck3_data_.get_u3( *u3T); tuck3_data_.get_ ,re( ,re_); tuck3_data_.get_ ,re_signs(msigns_); T_internal hottest_vif tT=mtuck3_data_.get_hottest_vif t(); // ,pymfirsdunaf t_of ,re_tensorfseparately as a_float memcpy data +m in_data, &hottest_vif t, l, _t_ ,mp );e in_data += l, _t_ ,mp; // ,pymdata for u1 }****tel, _u1T=tI1 * R1 * }***of( T_coeffT); memcpy data +m in_data, *u1,el, _u1T);e in_data += l, _u1; // ,pymdata for u2 }****tel, _u2T=tI2 *_R2 * }***of( T_coeffT); memcpy data +m in_data, *u2,el, _u2T);e in_data += l, _u2; // ,pymdata for u3 }****tel, _u3T=tI3 * R3 * }***of( T_coeffT); memcpy data +m in_data, *u3,el, _u3T);e in_data += l, _u3; // ,pymdata for ,re }****tel, _ ,re_elT=t1;f//currendly 1 bitefor sign_ainf7 bitefor vif ts // ,lume-firsdui 0ration unsignedTchar ,re_el; f}{f(}****ter3 =m0;fr3 &unsignedTchar>& data_out_, qtucker3_tte,&_tuck3_data_T ) { tuck3_data_., sbl,_quant*fy_log(); //quant***ftucker3fco eonends (u1-u3Tainf ,re) }****tel, _t_ ,mp = }***of( T_internal ); }****tel, _}xport_data = R1*R2*R3 + (R1*I1 +eR2*I2 +eR3*I3) * }***of(__coeff) +m3 *l, _t_ ,mp; char *fdata = new char[el, _}xport_data ]; }****te in_data = 0; //quant***fbasis matricesTainf ,pymmin-max vif ts T_internal u_min, u_max; tuck3_data_.quant****basis_matrices( u_min, u_max); memcpy data, &u_min, l, _t_ ,mp );e in_data = l, _t_ ,mp; memcpy data +m in_data, &u_max, l, _t_ ,mp );e in_data += l, _t_ ,mp; //quant***f ,re_ainf ,pymmin-max vif ts T_internal ,re_min, ,re_max; tuck3_data_.quant**** ,re( ,re_min, ,re_max_); //memcpy data +m in_data, & ,re_min, l, _t_ ,mp );e in_data += l, _t_ ,mp;mmin_vif t is always zero inTlog quant memcpy data +m in_data, & ,re_max, l, _t_ ,mp );e in_data += l, _t_ ,mp; u1_tte,* u1T=tnew u1_tte,; u2_tte,* u2T=tnew u2_tte,; u3_tte,* u3T=tnew u3_tte,; t3_ ,re_tte, ,re; t3_ ,re_signs_tte,msigns; tuck3_data_.get_u1( *u1T); tuck3_data_.get_u2( *u2T); tuck3_data_.get_u3( *u3T); tuck3_data_.get_ ,re( ,re_); tuck3_data_.get_ ,re_signs(msigns_); // ,pymdata for u1 }****tel, _u1T=tI1 * R1 * }***of( T_coeffT); memcpy data +m in_data, *u1,el, _u1T);e in_data += l, _u1; // ,pymdata for u2 }****tel, _u2T=tI2 *_R2 * }***of( T_coeffT); memcpy data +m in_data, *u2,el, _u2T);e in_data += l, _u2; // ,pymdata for u3 }****tel, _u3T=tI3 * R3 * }***of( T_coeffT); memcpy data +m in_data, *u3,el, _u3T);e in_data += l, _u3; // ,pymdata for ,re }****tel, _ ,re_elT=t1;f//currendly 1 bitefor sign_ainf7 bitefor vif ts // ,lume-firsdui 0ration //backward cylclingeafter lathauwer et al. unsignedTchar ,re_el; f}{f(}****ter2 =m0;fr2 /* FIXME: * *_-eT_internal */ << sizspace nmml { temn name }****teR1,_}****teR2,_}****teR3,_}****teI1,_}****teI2,_}****teI3stt M, size__vif tT=mfloatstt M, size__coeffT=mfloat > class tucker3_importer {{ public: t M,DES_float T_internal;f//FIXME! should matchtw h tucker3ftensor t M,DES_tucker3_tensor_tucker3_tte,; t M,DES_qtucker3_tensor_qtucker3_tte,; t M,DES_tensor3_t3_ ,re_tte,; t M,DES_t M, sizet3_ ,re_tte,::i 0rator t3_ ,re_i 0rator; t M,DES_t M, sizet3_ ,re_tte,:: , sd_i 0rator t3_ ,re_co sd_i 0rator; t M,DES_matrix_u1_tte,; t M,DES_t M, sizeu1_tte,::i 0rator u1_i 0rator; t M,DES_t M, sizeu1_tte,:: , sd_i 0rator u1_co sd_i 0rator; t M,DES_matrix_u2_tte,; t M,DES_t M, sizeu2_tte,::i 0rator u2_i 0rator; t M,DES_t M, sizeu2_tte,:: , sd_i 0rator u2_co sd_i 0rator; t M,DES_matrix_u3_tte,; t M,DES_t M, sizeu3_tte,::i 0rator u3_i 0rator; t M,DES_t M, sizeu3_tte,:: , sd_i 0rator u3_ , sd_i 0rator; t M,DES_matrix_front_ ,re_slice_tte,;f//fwd: }{ward cylclinge(after kiers et al., 2000) t M,DES_tensor3et3_ ,re_signs_tte,; temn name t M, size_ > s p namo import_from(u , sdute( fve(t >& T >& data_,_tucker3_tte,&_tuck3_data_T); //previous version, bud works onlytw h 16bitequant**ation s p namo import_quant***n_from(u , sdute( fve(t >&unsignedTchar>& data_in_, qtucker3_tte,&_tuck3_data_T ); //u# this version, works w h a better quant**ationu }{ the ,re_tensor: //logar hm p quant**ationuainfseparate high iergy ,re_vife // uitabl, f}{fvoxelwise re , sdruction s p namo import_hot_quant***n_from(u , sdute( fve(t >&unsignedTchar>& data_in_, qtucker3_tte,&_tuck3_data_T ); //u# this versionu }{ the ttm }xport/import ( ,re: backward cyclic), w hout n nin hot vif tT s p namo import_ttm_quant***n_from(u , sdute( fve(t >&unsignedTchar>& data_in_, qtucker3_tte,&_tuck3_data_T ); u};f// inftucker3fimporter class #DES( _outh_TEMPLATE_STRING temn name }****teR1,_}****teR2,_}****teR3,_}****teI1,_}****teI2,_}****teI3stt M, size__vif tstt M, size__coeffT> #DES( _outh_TEMPLATE_CLASSNAME tucker3_importer outh_TEMPLATE_STRINGatemn name t M, size_ > namo outh_TEMPLATE_CLASSNAME::import_from(u , sdute( fve(t >& T >& data_,_tucker3_tte,&_tuck3_data_T ) { }****tei =m0;f//i 0rator over data_ }****tedata_}*** =f(}****t)edata_.s***(); i (edata_}*** != tuck3_data_.SIZE T) { outhIB_ERROR( "import_from: the inpud data mu have the }*** R1xR2xR3 + R1xI1 +eR2xI2 +eR3xI3 ", outhIB_HERE ); u1_tte,* u1T=tnew u1_tte,; u2_tte,* u2T=tnew u2_tte,; u3_tte,* u3T=tnew u3_tte,; t3_ ,re_tte, ,re; tuck3_data_.get_u1( *u1T); tuck3_data_.get_u2( *u2T); tuck3_data_.get_u3( *u3T); tuck3_data_.get_ ,re( ,re_); u1_i 0rator it =tu1->begin(), it_ inf=_u1->ein();c }{( ; it !=fit_ in; ++it, ++iT) {{ *it =m} p_cast& T >( data_.at(i)); }< < u2_i 0rator u2_i f=_u2->begin(), u2_i _ inf=_u2->ein();c }{( ; u2_i f!= u2_i _ in; ++u2_i , ++iT) {{ *u2_i f=_} p_cast& T >( data_.at(i)); }< < u3_i 0rator u3_i f=_u3->begin(), u3_i _ inf=_u3->ein();c }{( ; u3_i f!= u3_i _ in; ++u3_i , ++iT) {{ *u3_i f=_} p_cast& T >( data_.at(i)); }< < t3_ ,re_i 0rator i _ ,re_= ,re.begin(), it_ ,re_ inf=_ ,re.ein();c }{( ; it_ ,re_!=fit_ ,re_ in; ++it_ ,re, ++iT) {{ *it_ ,re_= } p_cast& T >( data_.at(i)); }< < tuck3_data_.set_u1( *u1T); tuck3_data_.set_u2( *u2T); tuck3_data_.set_u3( *u3T); tuck3_data_.set_ ,re( ,re_); tuck3_data_.cast_ ,mp_members(); deleteuu1; deleteuu2; deleteuu3; } outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME::import_quant***n_from(u , sdute( fve(t >&unsignedTchar>& data_in_, qtucker3_tte,&_tuck3_data_T ) { }****te in_data = 0; }****tel, _t_ ,mp = }***of( T_internal ); }****tel, _}xport_data = tuck3_data_.SIZE * }***of(__coeff) +m8T*Tl, _t_ ,mp; unsignedTchar *fdata = new unsignedTchar[el, _}xport_data ]; f}{( }****tebyttT=m0;ebyttT&unsignedTchar>& data_in_, qtucker3_tte,&_tuck3_data_T ) { tuck3_data_., sbl,_quant*fy_hot(); }****te in_data = 0; }****tel, _t_ ,mp = }***of( T_internal ); }****tel, _}xport_data = R1*R2*R3 + (R1*I1 +eR2*I2 +eR3*I3) * }***of(__coeff) +m4T*Tl, _t_ ,mp; unsignedTchar *fdata = new unsignedTchar[el, _}xport_data ]; f}{( }****tebyttT=m0;ebyttT&unsignedTchar>& data_in_, qtucker3_tte,&_tuck3_data_T ) { tuck3_data_., sbl,_quant*fy_log(); }****te in_data = 0; }****tel, _t_ ,mp = }***of( T_internal ); }****tel, _}xport_data = R1*R2*R3 + (R1*I1 +eR2*I2 +eR3*I3) * }***of(__coeff) +m3T*Tl, _t_ ,mp; unsignedTchar *fdata = new unsignedTchar[el, _}xport_data ]; f}{( }****tebyttT=m0;ebyttTTaialysis, Psychoiztrika. *_-eDe Lathauwer,eDe Moor,fVainewalle, 2000a: A multilinearetingularTvif tTdeco eosition, SIAM J. Matrix Anal. Appl. *_-eDe Lathauwer,eDe Moor,fVainewalle, 2000b: On the Besdurank-1TainfRank-(R_1,_R_2,e...,_R_N) ApproximationuainfAppl pations of Higher-Order Tensors, SIAM J. Matrix Anal. Appl. *_-eKoldaT& Bader,e2009:eTensor Deco eositionsuainfAppl pations, SIAM Review. *_ * see alsofquant***n Tucker3ftensor (qtucker3_tensor.hpp) */ <#ifnDES___outh__TUCKER3_TENSOR__HPP__ #DES( ___outh__TUCKER3_TENSOR__HPP__ <#include sizspace nmml { temn name }****teR1,_}****teR2,_}****teR3,_}****teI1,_}****teI2,_}****teI3stt M, size__vif tT=mfloatstt M, size__coeffT=mdoubl, > class tucker3_tensor { public: t M,DES_float T_internal; c t M,DES_tucker3_tensor_tucker3_tte,; t M,DES_t3_hooi_t3_hooi_tte,; t M,DES_tensor3_t3_tte,; t M,DES_tensor3_t3_ ,re_tte,; t M,DES_matrix_u1_tte,; t M,DES_matrix_u2_tte,; t M,DES_matrix_u3_tte,; t M,DES_tensor3_t3_ ,mp_tte,; t M,DES_tensor3_t3_ ,re_comp_tte,; t M,DES_matrix_u1_comp_tte,; t M,DES_matrix_u2_comp_tte,; t M,DES_matrix_u3_ ,mp_tte,; s p , sdut****teSIZE = R1*R2*R3 + I1*R1 +eI2*R2 +eI3*R3; tucker3_tensor(); tucker3_tensor(_t3_ ,re_tte,& ,re_); tucker3_tensor(_t3_ ,re_tte,& ,re,_u1_tte,& U1,_u2_tte,& U2,_u3_tte,& U3_); tucker3_tensor(_ , sdut3_tte,& data_,_u1_tte,& U1,_u2_tte,& U2,_u3_tte,& U3_); tucker3_tensor(_ , sdutucker3_tte,&_other_); ~tucker3_tensor(); vamo set_ ,re( t3_ ,re_tte,& ,re_) { _ ,re_= t3_ ,re_tte,( ,re_); _ ,re_comp.cast_from(u ,re_); } ; vamo set_u1( u1_tte,& U1 )_{ *_u1T=tU1; _u1_comp->cast_from(uU1_); } ; vamo set_u2( u2_tte,& U2 )_{ *_u2 =mU2; _u2_comp->cast_from(uU2_); } ; vamo set_u3( u3_tte,& U3_)_{ *_u3 =mU3; _u3_comp->cast_from(uU3_); } ; t3_ ,re_tte, get_ ,re()_ , sd_{ return__ ,re; } ;f//bzecareful: creates ,py! vamo get_ ,re( t3_ ,re_tte,& data_T)_ , sd_{ data_T=__ ,re; } ; vamo get_u1( u1_tte,& U1 )_ , sd_{ U1T=t*_u1; } ; vamo get_u2( u2_tte,& U2 )_ , sd_{ U2T=t*_u2; } ; vamo get_u3( u3_tte,& U3_)_ , sd_{ U3T=t*_u3; } ; vamo set_ ,re_comp(_t3_ ,re_comp_tte,& ,re_) { _ ,re_ ,mp = t3_ ,re_comp_tte,( ,re_); _ ,re.cast_from(u_ ,re_ ,mp ); } ; vamo set_u1_comp(_u1_comp_tte,& U1 )_{ *_u1_ ,mp = U1; _u1->cast_from(uU1_); } ; vamo set_u2_comp(_u2_comp_tte,& U2 )_{ *_u2_ ,mp = U2; _u2->cast_from(uU2_); } ; vamo set_u3_comp(_u3_comp_tte,& U3_)_{ *_u3_ ,mp = U3; _u3->cast_from(uU3_); } ; vamo get_ ,re_comp(_t3_ ,re_comp_tte,& data_T)_ , sd_{ data_T=__ ,re_ ,mp; } ; vamo get_u1_comp(_u1_comp_tte,& U1 )_ , sd_{ U1T=t*_u1_ ,mp; } ; vamo get_u2_comp(_u2_comp_tte,& U2 )_ , sd_{ U2T=t*_u2_ ,mp; } ; vamo get_u3_comp(_u3_comp_tte,& U3_)_ , sd_{ U3T=t*_u3_ ,mp; } ; //get number of nonzerosu }{ tensor deco eosition }****tennz()_ , sd; }****tennz(_ , sd_T_vif t& threshold_)_ , sd; c }****tennz_ ,re()_ , sd; }****tes**** ,re()_ , sd; }****tes***()_ , sd_{ return_SIZE; } ; vamo threshold* ,re( , sdut****t&ennz_ ,re_,ut****t&ennz_ ,re_is_T); vamo threshold* ,re( , sdu__coeff& threshold_vif t_,ut****t&ennz_ ,re_T); vamo re , sdruct(ut3_tte,& data_T); temn name t M, size__init> vamo deco eose(_ , sdut3_tte,& data_,___init init ); vamo als_rand(_ , sdut3_tte,& data__); temn name t M, size__init> vamo tucker_als(_ , sdut3_tte,& data_,___init init _); temn name t M, size__init> vamo incr_block_diag_als(_ , sdut3_tte,& data_,___init init _); temn name }****teK1,_}****teK2,_}****teK3> vamo reduce_ranks(_ , sdutucker3_tensor&_other_);f//call TuckerJI.reduce_ranks(TuckerKI)eK1 ->_R1,_K2 ->_R2,_K3 ->_R3 temn name }****teK1,_}****teK2,_}****teK3> vamo subsamn ing(_ , sdutucker3_tensor&_other, , sdut****t&efa(t >T_); temn name }****teK1,_}****teK2,_}****teK3> vamo subsamn ing_on_average(_ , sdutucker3_tensor&_other, , sdut****t&efa(t >T_); temn name }****teK1,_}****teK2,_}****teK3> vamo region_of_interest(_ , sdutucker3_tensor&_other, , sdut****t&e rt_index1, , sdut****t&e in_index1, , sdut****t&e rt_index2, , sdut****t&e in_index2, , sdut****t&e rt_index3, , sdut****t&e in_index3); fri infte( fosdream& op0rator_<< (fte( fosdream& os,_ , sdutucker3_tte,&_t3T) {{ t3_ ,re_tte, ,re;_t3.get_ ,re( ,re_); u1_tte,* u1T=tnew u1_tte,;_t3.get_u1( *u1T); u2_tte,* u2T=tnew u2_tte,;_t3.get_u2( *u2T); u3_tte,* u3T=tnew u3_tte,;_t3.get_u3( *u3T); os << "U1: " << te( f rl << *u1T<< te( f rl << "U2: " << te( f rl << *u2T<< te( f rl << "U3: " << te( f rl << *u3T<< te( f rl << " ,re: " << te( f rl << ,re_<< te( f rl;< deleteuu1; deleteuu2; deleteuu3; return_os; }< vamo cast_members(); vamo cast_ ,mp_members(); protected: tucker3_tte,top0rator=(_ , sdutucker3_tte,&_other_)_{ return_(*this); };< privnam: //t3_ ,re_tte,* _ ,re_; u1_tte,* _u1T; u2_tte,* _u2T; u3_tte,* _u3 ; t3_ ,re_tte, _ ,re_; //u# d onlytinternallytfor ,mputations to have a higher_pre ision t3_ ,re_comp_tte,u_ ,re_ ,mp ; u1_comp_tte,* _u1_compT; u2_comp_tte,* _u2_compT; u3_comp_tte,* _u3_compT; };f// class tucker3_tensor #DES( _outh_TEMPLATE_STRING temn name }****teR1,_}****teR2,_}****teR3,_}****teI1,_}****teI2,_}****teI3stt M, size__vif tstt M, size__coeffT> #DES( _outh_TEMPLATE_CLASSNAME tucker3_tensor outh_TEMPLATE_STRINGaouth_TEMPLATE_CLASSNAME::tucker3_tensor(_) { _ ,re.zero(); _u1T=tnew u1_tte,(); _u1->zero(); _u2T=tnew u2_tte,(); _u2->zero(); _u3T=tnew u3_tte,(); _u3->zero(); _ ,re_comp.zero(); _u1_ ,mp = new u1_comp_tte,(); _u1_comp->zero(); _u2_ ,mp = new u2_comp_tte,(); _u2_comp->zero(); _u3_ ,mp = new u3_comp_tte,(); _u3_comp->zero(); } outh_TEMPLATE_STRINGaouth_TEMPLATE_CLASSNAME::tucker3_tensor(_t3_ ,re_tte,& ,re_) { _ ,re =m ,re; _u1T=tnew u1_tte,(); _u1->zero(); _u2T=tnew u2_tte,(); _u2->zero(); _u3T=tnew u3_tte,(); _u3->zero(); _u1_ ,mp = new u1_comp_tte,(); _u1_comp->zero(); _u2_ ,mp = new u2_comp_tte,(); _u2_comp->zero(); _u3_ ,mp = new u3_comp_tte,(); _u3_comp->zero(); _ ,re_comp.cast_from(u ,re_); } outh_TEMPLATE_STRINGaouth_TEMPLATE_CLASSNAME::tucker3_tensor(_t3_ ,re_tte,& ,re,_u1_tte,& U1,_u2_tte,& U2,_u3_tte,& U3_) { _ ,re =m ,re; _u1T=tnew u1_tte,(uU1_); _u2T=tnew u2_tte,(uU2_); _u3T=tnew u3_tte,( U3_); _u1_ ,mp = new u1_comp_tte,(); _u2_ ,mp = new u2_comp_tte,(); _u3_ ,mp = new u3_comp_tte,(); cast_ ,mp_members(); } outh_TEMPLATE_STRINGaouth_TEMPLATE_CLASSNAME::tucker3_tensor(_ , sdut3_tte,& data_,_u1_tte,& U1,_u2_tte,& U2,_u3_tte,& U3_) { _u1T=tnew u1_tte,(uU1_); _u2T=tnew u2_tte,(uU2_); _u3T=tnew u3_tte,( U3_); _u1_ ,mp = new u1_comp_tte,(); _u2_ ,mp = new u2_comp_tte,(); _u3_ ,mp = new u3_comp_tte,(); t3_hooi_tte,::deriv** ,re_orthogonal*bases( data_,_*_u1,_*_u2,_*_u3st_ ,re_); cast_ ,mp_members(); } outh_TEMPLATE_STRINGaouth_TEMPLATE_CLASSNAME::tucker3_tensor(_ , sdutucker3_tte,&_other_) { _u1T=tnew u1_tte,(); _u2T=tnew u2_tte,(); _u3T=tnew u3_tte,(); _u1_ ,mp = new u1_comp_tte,(); _u2_ ,mp = new u2_comp_tte,(); _u3_ ,mp = new u3_comp_tte,(); other.get_ ,re( _ ,re_); other.get_u1( *_u1T); other.get_u2( *_u2 ); other.get_u3( *_u3 ); cast_ ,mp_members(); } outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME::cast_members() { _u1->cast_from(u*_u1_ ,mp ); _u2->cast_from(u*_u2_ ,mp ); _u3->cast_from(u*_u3_ ,mp ); _ ,re.cast_from(u_ ,re_ ,mp); } outh_TEMPLATE_STRINGanamoaouth_TEMPLATE_CLASSNAME::cast_ ,mp_members() { _u1_comp->cast_from(u*_u1T); _u2_comp->cast_from(u*_u2 ); _u3_comp->cast_from(u*_u3 ); _ ,re_comp.cast_from(u_ ,re); } outh_TEMPLATE_STRINGa}****taouth_TEMPLATE_CLASSNAME::nnz_ ,re()_ , sd { return__ ,re_comp.nnz(); } outh_TEMPLATE_STRINGa}****taouth_TEMPLATE_CLASSNAME::s**** ,re()_ , sd { return__ ,re_comp.s***(); } outh_TEMPLATE_STRINGaouth_TEMPLATE_CLASSNAME::~tucker3_tensor(_) { deleteu_u1; deleteu_u2; deleteu_u3; deleteu_u1_ ,mp; deleteu_u2_ ,mp; deleteu_u3_ ,mp; } outh_TEMPLATE_STRINGanamo aouth_TEMPLATE_CLASSNAME::re , sdruct(ut3_tte,& data_T) { t3_comp_tte, data; data.cast_from(udata__); t3_ttm::full_tensor3_matrix_multipl pation(u_ ,re_ ,mp,u*_u1_ ,mp,u*_u2_ ,mp,u*_u3_ ,mp,edata ); // ,nvert re , sdruct d data, which is intt M,___internal (doubl,,_float) to T_vif tT(uint8 or uint16) i (f(}***of(__vif t) == 1) ||f(}***of(__vif t) == 2) ){ data_.float_t_to_uint_t(edata ); } else { data_.cast_from(udata ); } } outh_TEMPLATE_STRINGanamo aouth_TEMPLATE_CLASSNAME::threshold* ,re( , sdut****t&ennz_ ,re_,ut****t&ennz_ ,re_is_T) { nnz_ ,re_is_T=__ ,re_comp.nnz(); __coeffTthreshold_vif t =m0.00001; while( nnz_ ,re_is_T>ennz_ ,re_T) { _ ,re_comp.threshold(Tthreshold_vif t ); nnz_ ,re_is_T=__ ,re_comp.nnz(); //threshold_vif t scheme i (fthreshold_vif t =m5000 ){ threshold_vif t +=m5000; } }< _ ,re.cast_from(u_ ,re_ ,mp); } outh_TEMPLATE_STRINGanamo aouth_TEMPLATE_CLASSNAME::threshold* ,re( , sdu__coeff& threshold_vif t_,ut****t&ennz_ ,re_T) { _ ,re_comp.threshold(Tthreshold_vif t__); nnz_ ,re_T=__ ,re_comp.nnz(); _ ,re.cast_from(u_ ,re_ ,mp); } outh_TEMPLATE_STRINGanamo aouth_TEMPLATE_CLASSNAME::als_rand(_ , sdut3_tte,& data__) { t M,DES_t3_hooi_hooi_tte,; tucker_als(_data_,_t M, sizehooi_tte,::init_random() ); } outh_TEMPLATE_STRINGatemn name t M, size__init> namo aouth_TEMPLATE_CLASSNAME::deco eose(_ , sdut3_tte,& data_,___init init ) { tucker_als(_data_,_init ); } outh_TEMPLATE_STRINGatemn name t M, size__init > namo aouth_TEMPLATE_CLASSNAME::tucker_als(_ , sdut3_tte,& data_,___init init ) { t3_comp_tte, data; data.cast_from(udata__); t M,DES_t3_hooi_hooi_tte,; hooi_tte,::als(_data,u*_u1_ ,mp,u*_u2_ ,mp,u*_u3_ ,mp,e_ ,re_ ,mp,uinit ); cast_members(); } outh_TEMPLATE_STRINGatemn name t M, size__init > namo aouth_TEMPLATE_CLASSNAME::incr_block_diag_als(_ , sdut3_tte,& data_,___init init ) { t3_comp_tte, data; data.cast_from(udata__); //for number of increments,edo a block of tucker w h }*** R1=R2=R3uainfsetu ,re_onlytin diagonal, all other_ ,re_vif tsT=_zero;mfirsduapproach t M,DES_t3_hooi_hooi_tte,; hooi_tte,::als(_data,u*_u1_ ,mp,u*_u2_ ,mp,u*_u3_ ,mp,e_ ,re_ ,mp,uinit ); cast_members(); } outh_TEMPLATE_STRINGatemn name }****teK1,_}****teK2,_}****teK3> namo aouth_TEMPLATE_CLASSNAME::reduce_ranks(_ , sdutucker3_tensor&_other_) //TuckerJI.rank_re uction(TuckerKI)eK1 ->_R1,_K2 ->_R2,_K3 ->_R3;_I1,_I2,_I3e y the }siz { assert(R1 <=eK1); assert(R2 <=eK2); assert(R3 <=eK3); //reducefbasis matrices matrix* u1T=tnew matrix(); other.get_u1( *u1); f}{( }****ter1 =m0;fr1 set_ ,lumn( r1,eu1->get_ ,lumn( r1 )); } matrix* u2T=tnew matrix(); other.get_u2( *u2T); f}{( }****ter2 =m0;fr2 set_ ,lumn( r2,_u2->get_ ,lumn( r2 )); } matrix* u3T=tnew matrix(); other.get_u3( *u3T); f}{( }****ter3 =m0;fr3 set_ ,lumn( r3,_u3->get_ ,lumn( r3 )); } //reducef ,re tensor3_other_ ,re; other.get_ ,re( other_ ,re_); f}{( }****ter3 =m0;fr3 namo aouth_TEMPLATE_CLASSNAME::subsamn ing(_ , sdutucker3_tensor&_other, , sdut****t&efa(t >T) { assert(I1 <=eK1); assert(I1 <=eK2); assert(I1 <=eK3); //subsamn efbasis matrices matrix* u1T=tnew matrix(); other.get_u1( *u1T); f}{( }****tei1 =m0,ei =m0;fi1 , ++iT)_ { _u1->set_row( i,eu1->get_row( i1 )); } matrix* u2T=tnew matrix(); other.get_u2( *u2T); f}{( }****tei2 =m0,eei =m0;fi2 , ++i)_ { _u2->set_row( i,eu2->get_row( i2 )); } matrix* u3T=tnew matrix() ; other.get_u3( *u3T); f}{( }****tei3 =m0,eei =m0;fi3 , ++i)_ { _u3->set_row( i,eu3->get_row( i3 )); } other.get_ ,re( _ ,re_); cast_ ,mp_members(); deleteuu1; deleteuu2; deleteuu3; } outh_TEMPLATE_STRINGatemn name }****teK1,_}****teK2,_}****teK3> namo aouth_TEMPLATE_CLASSNAME::subsamn ing_on_average(_ , sdutucker3_tensor&_other, , sdut****t&efa(t >T) { assert(I1 <=eK1); assert(I1 <=eK2); assert(I1 <=eK3); //subsamn efbasis matrices matrix* u1T=tnew matrix(); other.get_u1( *u1T); f}{( }****tei1 =m0,ei =m0;fi1 , ++iT) { ve(t >& R1,___internal >_tmp_row =eu1->get_row( i1 ); __internal num_i 0ms_averagedT=t1; f}{( }****tejT=ti1+1;f(j +i1)) &f(j get_row( j_); tmp_row /= num_i 0ms_averaged; _u1->set_row( i,etmp_row); } matrix* u2T=tnew matrix(); other.get_u2( *u2T); f}{( }****tei2 =m0,eei =m0;fi2 , ++i)_ { ve(t >& R2,___internal >_tmp_row =eu2->get_row( i2 ); __internal num_i 0ms_averagedT=t1; f}{( }****tejT=ti2+1;f(j +i2)) &f(j get_row( j_); tmp_row /= num_i 0ms_averaged; _u2->set_row( i,eu2->get_row( i2 )); } matrix* u3TT=tnew matrix(); other.get_u3( *u3T); f}{( }****tei3 =m0,eei =m0;fi3 , ++i)_ { ve(t >& R3,___internal >_tmp_row =eu3->get_row( i3 ); __internal num_i 0ms_averagedT=t1; f}{( }****tejT=ti3+1;f(j +i3)) &f(j get_row( j_); tmp_row /= num_i 0ms_averaged; _u3->set_row( i,eu3->get_row( i3 )); } other.get_ ,re( _ ,re_); cast_ ,mp_members(); deleteuu1; deleteuu2; deleteuu3; } outh_TEMPLATE_STRINGatemn name }****teK1,_}****teK2,_}****teK3> namo aouth_TEMPLATE_CLASSNAME::region_of_interest(_ , sdutucker3_tensor&_other, , sdut****t&e rt_index1, , sdut****t&e in_index1, , sdut****t&e rt_index2, , sdut****t&e in_index2, , sdut****t&e rt_index3, , sdut****t&e in_index3) { assert(I1 <=eK1); assert(I1 <=eK2); assert(I1 <=eK3); assert( rt_index1 * u1T=tnew matrix(); other.get_u1_comp(_*u1T); f}{( }****tei1 =m rt_index1, ei =m0;fi1 set_row( i,eu1->get_row( i1 )); } matrix* u2T=tnew matrix(); other.get_u2_comp(_*u2T); f}{( }****tei2 =m rt_index2, ei =m0;fi2 set_row( i,eu2->get_row( i2 )); } matrix* u3TT=tnew matrix(); other.get_u3_comp(_*u3T); f}{( }****tei3 =m rt_index3, ei =m0;fi3 set_row( i,eu3->get_row( i3 )); } other.get_ ,re_comp(__ ,re_comp ); // ast_ ,mp_members(); deleteuu1; deleteuu2; deleteuu3; } outh_TEMPLATE_STRINGa}****taouth_TEMPLATE_CLASSNAME::nnz()_ , sd { }****tecounter = 0; counter +=e_u1_comp->nnz(); counter +=e_u2_comp->nnz(); counter +=e_u3_comp->nnz(); counter +=e_ ,re_comp.nnz(); return_counter; } outh_TEMPLATE_STRINGa}****taouth_TEMPLATE_CLASSNAME::nnz(_ , sd_T_vif t& threshold_)_ , sd { }****tecounter = 0; counter +=e_u1_comp->nnz( threshold_); counter +=e_u2_comp->nnz( threshold_); counter +=e_u3_comp->nnz( threshold_); counter +=e_ ,re_comp.nnz( threshold_); return_counter; } #unDES_outh_TEMPLATE_STRINGa#unDES_outh_TEMPLATE_CLASSNAME }f// sizspace nmml e} spac outhib-1.4.0/include/nmmlib/vifidator.hpp000644 000765 000024 00000004706 12002261451 020272 0u r00eile ff000000 000000 /* *_VuthibT-eVe(t >, Matrix ainfTensor Classes *_ *_@author Susanne Su 0r * *_Tool to vifidate a ve(t >, a matrix or aftensor *_ */ <#ifnDES___outh__VALIDATOR__HPP__ #DES( ___outh__VALIDATOR__HPP__ <#include sizspace nmml { class vifidator {{ public: temn name }****teM, t M, size_ > s p bool is_vifid(_ , sd_ve(t >& M, T >& data__); temn name }****teM, }****teN, t M, size_ > s p bool is_vifid(_ , sd_matrix& data__); temn name }****teM, }****teN, }****teL, t M, size_ > s p bool is_vifid(_ , sd_tensor3& data__); u};f// infvifidator class #DES( _outh_TEMPLATE_CLASSNAME vifidator { temn name }****teM, }****teN, }****teL, t M, size_ > boolaouth_TEMPLATE_CLASSNAME::is_vifid(_ , sd_tensor3& data__) { t M,DES_t M, sizetensor3:: , sd_i 0rator , sd_t3_i 0rator; bool vifid = true; f}{( , sd_t3_i 0rator it =tdata_.begin(); vifid && it !=fdata_., n(); ++itT) { i (ete( fisnan(_*it ) ) vifid = false; i (ete( fisinf(_*it ) ) vifid = false; } #ifDES_outhIB_THROW_EXCEPTIONS i (e! vifid ) outhIB_ERROR( "ve(t > , tains sn or inf.", outhIB_HERE ); e} spac return_vifid; } temn name }****teM, }****teN, t M, size_ > boolaouth_TEMPLATE_CLASSNAME::is_vifid(_ , sd_matrix& data__) { t M,DES_t M, sizematrix:: , sd_i 0rator , sd_m_i 0rator; bool vifid = true; f}{( , sd_m_i 0rator it =tdata_.begin(); vifid && it !=fdata_., n(); ++itT) { i (ete( fisnan(_*it ) ) vifid = false; i (ete( fisinf(_*it ) ) vifid = false; } #ifDES_outhIB_THROW_EXCEPTIONS i (e! vifid ) outhIB_ERROR( "matrix , tains sn or inf.", outhIB_HERE ); e} spac return_vifid; } temn name }****teM, t M, size_ > boolaouth_TEMPLATE_CLASSNAME::is_vifid(_ , sd_ve(t >& M, T >& data__) { t M,DES_t M, sizeve(t >& M, T>:: , sd_i 0rator , sd_v_i 0rator; bool vifid = true; f}{( , sd_v_i 0rator it =tdata_.begin(); vifid && it !=fdata_., n(); ++itT) { i (ete( fisnan(_*it ) ) vifid = false; i (ete( fisinf(_*it ) ) vifid = false; } #ifDES_outhIB_THROW_EXCEPTIONS i (e! vifid ) outhIB_ERROR( "ve(t > , tains sn or inf.", outhIB_HERE ); e} spac return_vifid; } #unDES_outh_TEMPLATE_CLASSNAME }f// sizspace nmml e} spac outhib-1.4.0/include/nmmlib/ve(t >.hpp000644 000765 000024 00000111625 12002261451 017606 0u r00eile ff000000 000000 #ifnDES___outh__VECTOR__HPP__ #DES( ___outh__VECTOR__HPP__ <#include #include #include #include #include #include #include > #include #include #include #include sizspace nmml { temn name }****teM, t M, size_ =mfloat > class ve(t > { public: t M,DES_T vif t_tte,; t M,DES_T* pointer; t M,DES_T& reference; t M,DES_T* i 0rator; t M,DES_ , sd_T* , sd_i 0rator; t M,DES_te( freverse_i 0rator< i 0rator > reverse_i 0rator; t M,DES_te( freverse_i 0rator< , sd_i 0rator > , sd_reverse_i 0rator; s p , sdut****teDIMENSION =mM; // i 0rators inline i 0rator begin(); inline i 0rator ein();c inline , sd_i 0rator begin()_ , sd; inline , sd_i 0rator ein()_ , sd; inline reverse_i 0rator rbegin(); inline reverse_i 0rator rein();c inline , sd_reverse_i 0rator rbegin()_ , sd; inline , sd_reverse_i 0rator rein()_ , sd; #ifnDES_outhIB_NO_CONVERSION_OPERATORS // ,nversiontop0rators inline op0rator_T*();c inline op0rator_ , sd_T*()_ , sd; #elsec inline T& op0rator[]( }****teindex );c inline , sd T& op0rator[]( }****teindex )_ , sd; #e spac // accessors c inline T& op0rator()( }****teindex );c inline , sd T& op0rator()( }****teindex )_ , sd; #i 0c inline T& op0rator[]( }****teindex );c inline , sd T& op0rator[]( }****teindex )_ , sd; #e spac inline T& at( }****teindex );c inline , sd T& at( }****teindex )_ , sd; // element accessors for M <=e4; inline T& x();c inline T& y();c inline T& z();c inline T& w();c inline , sd T& x()_ , sd; inline , sd T& y()_ , sd; inline , sd T& z()_ , sd; inline , sd T& w()_ , sd; // pixel ,lor element accessors for M<=e4c inline T& r();c inline T& g();c inline T& b();c inline T& a();c inline , sd T& r()_ , sd; inline , sd T& g()_ , sd; inline , sd T& b()_ , sd; inline , sd T& a()_ , sd; bool op0rator==(_ , sd_ve(t >&_other_)_ , sd; bool op0rator!=(_ , sd_ve(t >&_other_)_ , sd; bool equals(_ , sduve(t >&_other, T tol0rance = te( fnumeric_limits< T >::epsilon()_)_ , sd; bool op0rator<(_ , sd_ve(t >&_other_)_ , sd; // remember kids: c_arrays ar, dangerousuainfevil! , sd_ve(t >&_op0rator=(_ , sduT* c_array );c T_op0rator=(_T filler_); , sd_ve(t >&_op0rator=(_ , sduve(t >&_other_); // returns vamo to avamo 'silent' loss of pre ision whenTchaining temn name t M, sizeU > vamo op0rator=(_ , sduve(t >& M, UT>&_other_);c // to-homogenous-coordinates assignment op0rator // non-chainsbl, becaust_of sS( ae temn name }****teN > t M, size, sbl,_if::tte,* op0rator=(_ , sduve(t >& N, T >& sourct__); // from-homogenous-coordinates assignment op0rator // non-chainsbl, becaust_of sS( ae temn name }****teN > t M, size, sbl,_if::tte,* op0rator=(_ , sduve(t >& N, T >& sourct__); ve(t > op0rator*(_ , sd_ve(t >&_other_)_ , sd; ve(t > op0rator/(_ , sd_ve(t >&_other_)_ , sd; ve(t > op0rator+(_ , sd_ve(t >&_other_)_ , sd; ve(t > op0rator-(_ , sd_ve(t >&_other_)_ , sd; vamo op0rator*=(_ , sduve(t >&_other_); vamo op0rator/=(_ , sduve(t >&_other_); vamo op0rator+=(_ , sduve(t >&_other_); vamo op0rator-=(_ , sduve(t >&_other_); ve(t > op0rator*(_ , sd_T_other_)_ , sd; ve(t > op0rator/(_ , sd_T_other_)_ , sd; ve(t > op0rator+(_ , sd_T_other_)_ , sd; ve(t > op0rator-(_ , sd_T_other_)_ , sd; vamo op0rator*=(_ , sduT_other_); vamo op0rator/=(_ , sduT_other_); vamo op0rator+=(_ , sduT_other_); vamo op0rator-=(_ , sduT_other_); ve(t > op0rator-()_ , sd; , sduve(t >&_negnam(); // tte,& dat , sdp 9U1,_u2_tte,& U2,_u3_tte,& U3_) { _ ,re =md; vLhave6 WARNING: NO INITIALIZA ouU3_) { _ ,rop0rator==(s(Tuck othsfirsd__inicesTu1sion;U3_) { _ ,rop0rator==x,op0rator==); { _ ,rop0rator==x,op0rator==),op0rator==z; { _ ,rop0rator==x,op0rator==),op0rator==z,op0rator==woordinates assig outialf op0r{ _ ,domT laeR_ , sd_ve(t >&_otherrator=(_T f t M,D,_u2_tte,& _otto- _onlynt op0re_op0 // non-<-> _otto--1 >e op0rator_Tct_of sS( aenment op0rator // non-ct_of sS(ize, sbl,_if op0rator*(_,>& N, T >>::tte,* op0rator=(_ , sduve(t nz( D,_u2_tte,& ignment op0rator // non-ct_of sS(ize, sbl,_if op0rator*(_,>& N, T >>::tte,* op0rator=(+ , sduve(t nz( DD,_u2_tte op0rator=(_ , sduve(t >& M, _ ,rop0rato // to-homogenator*(_ , sd_ve(t >&_U3_)_{ (t >(s(Tuck othsfirsd__inicesTu1sion;U3_) {U3_)_{ (tp0rato // to--1 > op0r{,t >(s(Tu2_tte,& othsf *_oi&_U3_)_{ (t >x,t >yT_other_); _{ (t >x,t >y,t >zuT_other_); _{ (t >x,t >y,t >z,t >woordinates as op0rator=(_ , sduvinpuine revers_t(t >& M, UT>e re__{ (tinpuine revers_t(_reveTRINGpuine revers_t( ,_u2_tte,& U2 isief *_cr prod_ttinfsewoo // sf sS( ae te:f *re's(qtucka ige*_oun_R2,_:2_tte,& _ot// t>_cr (tp0rato // t>,tp0rato // t> )u2_tte,& resul!=fd 1.cr (t => los t resul!=fd 1 xt es as op0rator=(_ , sduvTT(t >& M bool outhIB_HEr (tp0rato // ti 0ra op0rrhs = te( fnum>::tte,* op0Mator30ra opduve(t nz( D,ment accessors fresul!.cr (t 1 > => (t3_ ,=fd 1 xt es as op0rator=(_ , sduvTT(t >& Mrotectr (tp0rato // ti 0ra op0ra,tp0rato // ti 0ra op0rb = te( fnum>::tte,* op0Mator30ra opduve(t nz( D,rdinu2_tte,& U2 isief *_dot prod_ttinfsewoo // sf sS( ae te:f *re's(qtucka ige*_oun_R2,_:2_tte,& T_dot(tp0rato // t>,tp0rato // t> ) , sd T& r()__dot(tp0rato // ator*=(_ , sduve(tf sS( ae rmalf_ rmalf ) , sd T& r()__ rmalfs{ t Msee( t wasootheoutside)_{ *TRINGare//or*=(wi*tes{ t Msee( t w_op get_op0dD_only *_givsizsee(,& U3_)_{ *TRINGat havMsee( =o-1 sduT_S_outh_ T& r()__aingth()_ , sd; bool oT squsd_d_aingth()_ , sd; , sd T& r()__dist::ep(tp0rato // ator*=(_{ _ ,d )_ , sd; bool oT squsd_d_dist::ep(tp0rato // ator*=(_{ _ ,d )_ , sd; es as op0rator=(_ , sduvTT(t >& Mr // ti3 > op rot 9U1p0rator-(r*= ,mp // ti 0ra op axis,>& N, T >>>>>>>>>>>>>>>>>>>>>::tte,* op0Mator30ra opduve(t nz( D,ment accessors fright hall oys op, CCW hIBangleessors f//t3_ ,al>( rmalinfsv0,v1,v2 >& Mrotect2 isie_( rmal(tp0rato // atv0,tp0rato // atv1,tp0rato // atv2o 'silent' los t l>( rmalinfs(t3_ ,,tv1,tv2 >& MrthIB_HER isie_( rmal(tp0rato // atv1,tp0rato // atv2o ment acce}****teL, t M, sizN(t >& Mrotec // sub_, _ ,ro // tot > op0raub_,_comp.thrinffothet >, //s ( >>::tte,* op0Ma>=zN(tduve(t nz( D,rd f sS(ize, sbl,_if op0r // sub_, _ ,romp.thrinffothet >, />>>>>>>>>::tte,* op0Ma>=zN(tduve(t nz( D,rdf sS(ize, sbl,_if op0r // sub_, _ ,romp.thrinffothet >, />>>>>>>>>::tte,* op0Ma>=zN(tduve(t nz( D,_ , sd; e ,& op *re_oun_R2,_s(_ op *re_layout: celd_);xyz,tradiop0wes as op0rator=(_ , sduvTT(t bool outhIB_ti3 > op projthI_ _onto_op *re( />>>>>>>>p0rato // to30ra op0r = te( fnum>::tte,* op0Mator40ra opduve(t nz( D,ment accte( fnume ,& loss of a sdp 9ivs_dist::epERRO *_ lieloat) ; p *rees as op0rator=(_ , sduvTT(t bool o__dist::ep_to_op *re( p0rato // to30ra op0r = te( fnum>::tte,* op0Mator40ra opduve(t nz( D,ment acce ,& 0rane_oun_R2,_s(_ 0rane_layout;>( rmalixyz,tdist::epEwes as op0rator=(_ , sduvTT(t bool o__dist::ep_to_0rane( p0rato // to30ra op0r = te( fnum>::tte,* op0Mator40ra opduve(t nz( D,ment acc es as op0rator=(_ , sduvTT(t >& M bool outhIB_ti3 > op projthI_ _onto_0rane( />>>>>>>>p0rato // to30ra op0r = te( fnum>::tte,* op0Mator40ra opduve(t nz( D,ment accte( silent' loss of ; accessnsor,fbminim t resp.dutxim t st_froat) ; sS(mp.thriiiiiifacc de ()_ , sd; mp.thriiiiiifacc ax ()_ , sd; silent' loss of ; accessnsor,fbminim t resp.dutxim t st_froat) ; sS(mp.thriiiiiifacc abs de ()_ , sd; mp.thriiiiiifacc abs ax ()_ , sd; silent' loss of minim t resp.dutxim t st_froat) ; sS( reffacc desd; reffacc aine T& z(p0rator==reffacc desd_ , sd; p0rator==reffacc ax()_ , sd; , sdrotectlap_mep0rator== de_T>enn,op0rator==; d= 1. D,rdf sS(ize, sbl,_(_ , sduvTT(t >& Mrotecst_op_to(o // ti 0ra op0rst_opd__ */ <# te( fnumT= de,re_is_T>-1nn,oT=; ,re_is_T>1. D,_ , sd; , sd T& r()mM; ZE; } ; va;nt' loss of M , sd, N, L, uTE_S{ _ ,re ent accessors foerss bs eachd__inicesT byyTRINGaly + ave6 *_ erss br-Ordeparsdu(t >,& Mrotec erss b(t > erss br-OrdeT>ennz_1deleteurotecsqrt_ inlinewi*tleteuu{ publ( rmre ent acrs l2l( rmu2_tte,& U2 isief ; namproc t st_fro ineachd__inicesT, d= 1/x'silent' WARNING: might resul!=de_naof RROdivme t Mbyy0!ta_T); mproc t( 'silent' U2 isief ; namproc t st_fro ineachd__inicesT, d= 1/x'silent' checks everyd__inicesT inn,oothsf o=; dst_froafS_t3_. , sdrotec namproc t_safte,(); amo incr_block_diag_alT(t rotected: STRINGaorato // ti 0ra op0r vamo setnz(_ , sd_T_vif t& thrf sS( aen...,eachd__inicesT nsor,fbrthIB_H ind = f0ratod = fe ,& d T& r(), N, L, T >& de ent acr-> move isio temn na , sd< (fte( fosdream& os,_ , sdutcker3_tte,&_t3T) {{ t3_ ,re // atv _ ,d ) , sd{ i EQFABRIC_API_H/>>>>>>>>p0rato vifidos::fmtflags flags ={ .flagsers(); pp0rato n na ={ .n name t 1,_u2_tteeeee .othf(o vifidos::right,o vifidos::adjustfienDES_o_tteeeee .n name t 1 5ES_o_tteeeee << te[ "_o_tteeeeeei =m0;fi3 & N, T >>>>> << t vifiothw(10)<< tv _ ,d } accessor< te "_o_tteeeee << te]"_o_tteeeee .n name t 1 n na S_o_tteeeee .othf(oflags } #****teineeee << te("_o_tteeeee0;fi3 & N, T >{>& N, T >>>>> << tv _ ,d } accessor< te, "_o_tteeeee} T >>>>> << tv _ ,d } accessor< te) "_o****teindexxxxxo cast_membeeee} T >>>>> ce ,& s_ ,age // ALIGN(t >(er_)[i (] ,_u2_tte,& es *_3 i aul!sf sS(mM; // irthIB_HFORWARD;f sS(mM; // irthIB_HBACKWARD;f sS(mM; // irthIB_HUP;f sS(mM; // irthIB_HDOWN;f sS(mM; // irthIB_HLEFT;f sS(mM; // irthIB_HRIGHT_u2_ttemM; // irthIB_HONE;f sS(mM; // irthIB_HZEROccte( silent' Uouth // sf sS(mM; // irthIB_HUNIT_X;f sS(mM; // irthIB_HUNIT_Y;f sS(mM; // irthIB_HUNIT_Z_u2ES( _outh_T // aen, sd_ip0ratomM; s // ERATORS // ,nTYPEDEFS , sd_i // ti2, t M1 { 2f; , sd_i // ti2, u{ publ> _ot2d; , sd_i // ti3, t M1 { 3f; , sd_i // ti3, u{ publ> _ot3d; , sd_i // ti4, t M1 { 4f; , sd_i // ti4, u{ publ> _ot4d_o****tei > boolaouth_TEMPLATE_CLASSNAME::iaorato // ti 0ral> _ot// ti 0ral>::FORWARD(nn,on,o-1 sd > boolaouth_TEMPLATE_CLASSNAME::iaorato // ti 0ral> _ot// ti 0ral>::BACKWARD(nn,on,o1 sd > boolaouth_TEMPLATE_CLASSNAME::iaorato // ti 0ral> _ot// ti 0ral>::UP(nn,o1,( D,rd> boolaouth_TEMPLATE_CLASSNAME::iaorato // ti 0ral> _ot// ti 0ral>::DOWN(on,o-1,( D,rd> boolaouth_TEMPLATE_CLASSNAME::iaorato // ti 0ral> _ot// ti 0ral>::LEFT(o-1,( ,( D,rd> boolaouth_TEMPLATE_CLASSNAME::iaorato // ti 0ral> _ot// ti 0ral>::RIGHT( 1,( ,( D,rd> boolaouth_TEMPLATE_CLASSNAME::iiaorato // ti 0ral> _ot// ti 0ral>::ONE(omM; _ted:ool o( ,_R2,_> boolaouth_TEMPLATE_CLASSNAME::iaorato // ti 0ral> _ot// ti 0ral>::ZERO(omM; _ted:ool o( 0_R2,_> boolaouth_TEMPLATE_CLASSNAME::iiaorato // ti 0ral> _ot// ti 0ral>::UNIT_X( 1,( ,( D,rd> boolaouth_TEMPLATE_CLASSNAME::iaorato // ti 0ral> _ot// ti 0ral>::UNIT_Y(nn,o1,( D,rd> boolaouth_TEMPLATE_CLASSNAME::iaorato // ti 0ral> _ot// ti 0ral>::UNIT_Z(nn,on,o1 sd // ae soNAMige*_oun_R2,_sher_prenveni // > boolaouth_TEMPLATE_CLASSNAME::is_vi T to_t M, sizea,tp0rato // ti 0raop0rb>& M, T>:o cast_a. bh_TEMPL aeallows t * _ */ <#notre_vifrthIB_H* t > boolaouth_TEMPLATE_CLASSNAME::imM; // ti 0raop vamo op (t >&ve(t >&p0rato // ti 0raop0rv _ ,d ) M, T>:o cast_v _ ,d *>&ve(t TEMPL > boolaouth_TEMPLATE_CLASSNAME::i bool o_ dot(tp0rato // ti 0raop0roi&p0rato // ti 0raop0rst M,( t M, T>:o cast_oi boolaouth_TEMPLATE_CLASSNAME::i bool o // ti 0raop tr (tp0rato // ti3M, sizea,tp0rato // ti30raop0rb>& M, T>:o cast_a.tr (tb tTEMPL > boolaouth_TEMPLATE_CLASSNAME::i bool o // ti 0raop rmalf: // ti 0ral> _(rv _ ,d )other_). rmalf:o cast_vTEMPL > boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral>::, _ ,rop0rator==_a ) M, T>:ei =mfid && it !=fd_revers,t !_fte(=or begi{ !_fte fisnan(_*it ) ) * !=fd_ambeeee} name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral>::, _ ,rop0rator==_x,op0rator==_yassert(I1 er_)[i0(] fd_x'silen er_)[i1(] fd_yTEMPL > boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral>::, _ ,rop0rator==_x,op0rator==_y,op0rator==_zassert(I1 er_)[i0(] fd_x'silen er_)[i1(] fd_yTEilen er_)[i2(] fd_z; name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral>::, _ ,rop0rator==_x,op0rator==_y,op0rator==_z,op0rator==_wassert(I1 er_)[i0(] fd_x'silen er_)[i1(] fd_yTEilen er_)[i2(] fd_z; ilen er_)[i3(] fd_w_u2Eame> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral>::, _ ,rop0rator f t M,D,sert(I1memcpy(n er_),f t M,,i (* _.floatral)tTEMPL > boolaouth_TEMPLATE_CLASSNAME::isig outialf::, _ ,rop0rato_ot// ti -1 > op0r{ _ ,domT laeR_ , M, T>:: , tor , sd_v_i -1 > opor; bool vifid ) i!=fd _ ,d _revers,t !_fte(=o _ ,d _i 0rat , sd id && itmy_ !=fd_reversat , sdei =m !_fte fisnaomp-my_ !=(_*it ) ) (*my_ !,al>* !mbeeee} T >(*my_ !,al>laeR_; name aenment op0rator // non-ct_of> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_if:: , _ ,rop0rato_ot// tit > op0rator*(_,>>::tte,* op0rator=(_ , sduve(t n, M, T>://t3_ ,al>ator*(_mn name ,& ignment op0rator // non-ct_of> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_if:: , _ ,rop0rato_ot// tit > op0rator*(_,>>::tte,* op0rator=(+ , sduve(t nn, M, T>://t3_ ,al>ator*(_mn nam> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduve(t _ot// ti 0ral>::, _ ,rop0rato_ot// ti homogenator*(_ , M, T>://t3_ ,al>ator*(_mn name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_{ (t >_a ) M, T>:ei =mfid && it !=fd_revers,t !_fte(=or begi{ !_fte fisnan(_*it ) ) * !=fd_ambeeee} name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_{ (tp0rato // to--1 > op0r{,t >_a ) M, T>:memcpy(n er_),f . er_),f_.floatral)(* (--1) )other_ } M-1 )=fd_amb name > boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_{ (t >_x,t >_yassert(I1 er_)[i0(] fd_x'silen er_)[i1(] fd_yTEMPL > boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_{ (t >_x,t >_y,t >_zassert(I1 er_)[i0(] fd_x'silen er_)[i1(] fd_yTEilen er_)[i2(] fd_z; name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_{ (t >_x,t >_y,t >_z,t >_wassert(I1 er_)[i0(] fd_x'silen er_)[i1(] fd_yTEilen er_)[i2(] fd_z; ilen er_)[i3(] fd_w_uMPL > boolaouth_TEMPLATE_CLASSNAME::i bool o_& _ot// ti 0ral>::d; #i 0c inline T&c: o cast_a} accesso; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::d; #i 0c inline T&op0ratc: o cast_a} accesso; name> boolaouth_TEMPLATE_CLASSNAME::i bool or= _ot// ti 0ral>::// element accessosert(I1 i (e! vifSAFE_ACCESS inlRROR(access>or=((_*it ) ) sn or inf.", o// )(_ accessnuT nsoboundsreturn_vifid; } eeee} T >****teindexo cast_aer_)[iaccess]; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::// element accessors forsert(I1 i (e! vifSAFE_ACCESS inlRROR(access>or=((_*it ) ) sn or inf.", o// )(_ accessnuT nsoboundsreturn_vifid; } eeee} T >****teindexo cast_aer_)[iaccess]; namERATORS // ,nversiontop0rators e> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral>::tor_ , sd_T*( M, T>:o cast_aer_); name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral>::#elsec inline T& op0ra M, T>:o cast_aer_); n #****e> boolaouth_TEMPLATE_CLASSNAME::ir= _ot// ti 0ral>::d; #e spac inl { ( sileno cast_a} accesso; na> boolaouth_TEMPLATE_CLASSNAME::iaorator= _ot// ti 0ral>::d; #e spac inl op0ra M ( sileno cast_a} accesso; nao****tei }****> boolaouth_TEMPLATE_CLASSNAME::i bool o_& _ot// ti 0ral>::d; #e spac inl {sileno cast_a} accesso; naoe> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::d; #e spac inl op0ra Msileno cast_a} accesso; n****tei > boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::d; #*(tp0rato // ti 0raop0ror*=(_ , sduv M, T>: // ti 0ral> resul!;, T>:ei =m0;fi3 & N,) ) resul!. } accessor=_a} accesso(* ); a} accesso; eeee} T >o cast_resul!;, name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::d; #/(tp0rato // ti 0raop0ror*=(_ , sduv M, T>: // ti 0ral> resul!;, T>:ei =m0;fi3 & N,) ) resul!. } accessor=_a} accesso(/ ); a} accesso; eeee} T >o cast_resul!;, name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::d; #+(tp0rato // ti 0raop0ror*=(_ , sduv M, T>: // ti 0ral> resul!;, T>:ei =m0;fi3 & N,) ) resul!. } accessor=_a} accesso(+ ); a} accesso; eeee} T >o cast_resul!;, name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::d; #-(tp0rato // ti 0raop0ror*=(_ , sduv M, T>: // ti 0ral> resul!;, T>:ei =m0;fi3 & N,) ) resul!. } accessor=_a} accesso(- ); a} accesso; eeee} T >o cast_resul!;, namee> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_); vamo op0rator/=(ti 0raop0ror*=(_ M, T>:ei =m0;fi3 & N,) ) a} accesso(*= ); a} accesso; eeee} name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_); vamo op0ratoti 0raop0ror*=(_ M, T>:ei =m0;fi3 & N,) ) a} accesso(/= ); a} accesso; eeee} name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_); vamo op0rator-=ti 0raop0ror*=(_ M, T>:ei =m0;fi3 & N,) ) a} accesso(+= ); a} accesso; eeee} name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_); ve(t > op0ratorti 0raop0ror*=(_ M, T>:ei =m0;fi3 & N,) ) a} accesso(-= ); a} accesso; eeee} name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::d; #*(tp0ratoTror*=(_ , sduv M, T>: // ti 0ral> resul!;, T>:ei =m0;fi3 & N,) ) resul!. } accessor=_a} accesso(* ); ; eeee} T >o cast_resul!;, name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::d; #/(tp0ratoTror*=(_ , sduv M, T>: // ti 0ral> resul!;, T>:ei =m0;fi3 & N,) ) resul!. } accessor=_a} accesso(/ ); ; eeee} T >o cast_resul!;, name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::d; #ve(t > op0rator-(_ , sd_ M, T>: // ti 0ral> resul!;, T>:ei =m0;fi3 & N,) ) resul!. } accessor=_a} accesso(+ ); ; eeee} T >o cast_resul!;, name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::d; #-(tp0rato0rator-(_ , sd_ M, T>: // ti 0ral> resul!;, T>:ei =m0;fi3 & N,) ) resul!. } accessor=_a} accesso(- ); ; eeee} T >o cast_resul!;, namee> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_); vamo op0raTror*=(_ M, T>:ei =m0;fi3 & N,) ) a} accesso(*= ); ; eeee} name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_); vamo oTror*=(_ M, T>:ei =m0;fi3 & N,) ) a} accesso(/= ); ; eeee} name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_); op0rator-=(_ , sduT M, T>:ei =m0;fi3 & N,) ) a} accesso(+= ); ; eeee} name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::_); ve(t > op(_ , sduT M, T>:ei =m0;fi3 & N,) ) a} accesso(-= ); ; eeee} name> boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::d; #-(_ , sd_ M, T>: // ti 0ral> v( /t3_ ele T>:o cast_v.sdp 9U1,_u name> boolaouth_TEMPLATE_CLASSNAME::it > op0ratorti 0raop0 _ot// ti 0ral>::sdp 9U1, M, T>:ei =m0;fi3 & N,) ) aer_)[iaccess]_T>-aer_)[iaccess]; eeee} T >o cast_/t3_ ; name> boolaouth_TEMPLATE_CLASSNAME::i bool or= _ot// ti 0ral>::x*( M, T>:o cast_aer_)[i0(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool or= _ot// ti 0ral>::y*( M, T>:o cast_aer_)[i1(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool or= _ot// ti 0ral>::z*( M, T>:o cast_aer_)[i2(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool or= _ot// ti 0ral>::w*( M, T>:o cast_aer_)[i3s]; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::xT& op0ra M, T>:o cast_aer_)[i0(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::yT& op0ra M, T>:o cast_aer_)[i1(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::zT& op0ra M, T>:o cast_aer_)[i2(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::wT& op0ra M, T>:o cast_aer_)[i3s]; nam> boolaouth_TEMPLATE_CLASSNAME::i bool or= _ot// ti 0ral>::r*( M, T>:o cast_aer_)[i0(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool or= _ot// ti 0ral>::g*( M, T>:o cast_aer_)[i1(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool or= _ot// ti 0ral>::b*( M, T>:o cast_aer_)[i2(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool or= _ot// ti 0ral>::a*( M, T>:o cast_aer_)[i3s]; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::rT& op0ra M, T>:o cast_aer_)[i0(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::gT& op0ra M, T>:o cast_aer_)[i1(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::bT& op0ra M, T>:o cast_aer_)[i2(]; name> boolaouth_TEMPLATE_CLASSNAME::i bool op0rator= _ot// ti 0ral>::aT& op0ra M, T>:o cast_aer_)[i3s]; na,& resul!=fd 1.cr (t => losul!=fd 1 xt e> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduvTE::i bool o_ot// ti 0ral> _ot// ti 0ral>::Er (tp0rato // ti 0ra op0rrhs = te( >::tte,* op0Mator30ra opduve(t n_ , sd_ M, T>: // ti 0ral> resul!;, T>:resul!.cr (t/t3_ ,rrhs ele T>:o cast_resul!;, names fresul!.cr (t 1 > => (t3_ ,=fd 1 xt e> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduvTE::i_st_ _ot// ti 0ral>:: tr (tp0rato // ti 0ra op0raa,tp0rato // ti 0ra op0rbb = te( >::tte,* op0Mator30ra opduve(t n_ {= te( er_)[i0(] fdaa.yT& *rbb.z )(_ aa.zT& *rbb.y(T_other_ er_)[i1(] fdaa.zT& *rbb.x )(_ aa.xT& *rbb.z )_other_ er_)[i2(] fdaa.xT& *rbb.y(T(_ aa.yT& *rbb.x )_ot name> boolaouth_TEMPLATE_CLASSNAME::i bool or _ot// ti 0ral>::dot(tp0rato // ti 0raop0rator-(_ , sd_ M, T>:T eT>enn;, T>:ei =m0;fi3 & N,) ) e+=_a} accesso(* ); a} accesso; eeee} T >o cast_ TEMPL > boolaouth_TEMPLATE_CLASSNAME::i bool o_ _ot// ti 0ral>::s rmalf:T ledeT>aingth()at , sd ROR(ledeTz( D, ) recast_0at , sdT eT>1. D/(led; eeee//t3_ ,a*= TE recast_led; name> boolaouth_TEMPLATE_CLASSNAME::i bool or _ot// ti 0ral>::aingth()_ , sd M, T>:o cast_sqrt( squsd_d_aingth()_o; name> boolaouth_TEMPLATE_CLASSNAME::i bool or _ot// ti 0ral>::_qusd_d_aingth()_ , sd M, T>:T __qusd_d_aingtheT>enn;, T>:ei =m; bool vifid t !=fd_revers,t !_fte(=or begi{ !_fte fisnan(_*it ) ) __qusd_d_aingthe+=_(* !,a*_(* !,; eeee} T >o cast___qusd_d_aingth; name> boolaouth_TEMPLATE_CLASSNAME::i bool or _ot// ti 0ral>::dist::ep(tp0rato // ti 0raop0rator-_{ _ ,d )_ , sd M, T>:o cast_sqrt( squsd_d_dist::ep(tator-_{ _ ,d )_o; name> boolaouth_TEMPLATE_CLASSNAME::i bool or _ot// ti 0ral>::_qusd_d_dist::ep(tp0rato // ti 0raop0rator-_{ _ ,d )_ , sd M, T>: // ti 0ral> tm rt3_ ele T>: e-= ); _{ _ ,d; T >o cast_ ._qusd_d_aingth(); name> boolaouth_TEMPLATE_CLASSNAME::i_st_ _ot// ti 0ral>::ER isie_( rmal( T > T to_t M, sizeaa, , sduve(t >&_othe_t M, sizebb = te( ve(t >&_othe_t M, sizecc te( ) M, T>: // ti 0ral> u,v; T >s fright hall oys op, CCW hIBangleessoru=fd_b(_ aa; T >v=fdcc(_ aa; T >tr (tu > ele T>: rmalf boolaouth_TEMPLATE_CLASSNAME::i_ot// ti 0ral> _ot// ti 0ral>::ER isie_( rmal( T > T to_t M, sizebb = te( ve(t >&_othe_t M, sizecc te( )_ , sd M, T>: // ti 0ral> tm le T>: .ER isie_( rmal(t/t3_ ,rbb =cc); T >o cast_ ; na> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduvTE::i_ // ti3 > op _ot// ti 0ral>::rot 9U1p0rator-(r*= ,mp // ti 0ra op axis,> >::tte,* op0Mator30ra opduve(t n_ , sd_ M, T>:axis. rmalfT vesr*= ,=fdcos((r*= , ele T>:ve(t >T sinr*= ,=fdsin((r*= , elee T>:o cast_v // ti3 > op( ) (vesr*= ,=+OR(1. f(_ vesr*= ,=,a*_axis.xT& *raxis.xT& & *rxT& + ) (( ,__ vesr*= ,=,a*_axis.xT& *raxis.y(T(_ axis.zT& *rsinr*= ,=& *ry(T(+ ) (( ,__ vesr*= ,=,a*_axis.xT& *raxis.zT& +raxis.y(T(*rsinr*= ,=& *rzT&, ) (( ,__ vesr*= ,=,a*_axis.xT& *raxis.y(T(+ axis.zT& *rsinr*= ,=& *rx(T(+ ) ( vesr*= ,=+OR(1__ vesr*= ,=,a*_axis.yT& *raxis.y(T(& *ry(T(+ ) (( ,__ vesr*= ,=,a*_axis.yT& *raxis.zT& -_axis.xT& *rsinr*= ,=& *rzT&, ) (( ,__ vesr*= ,=,a*_axis.xT& *raxis.zT& -_axis.y(T(*rsinr*= ,=& *rx(T(+ ) (( ,__ vesr*= ,=,a*_axis.yT& *raxis.zT& +_axis.xT& *rsinr*= ,=& *ry(T(+ ) ( vesr*= ,=+OR(1__ vesr*= ,=,a*_axis.zT& *raxis.zT& & *rzT&_o; ames fop *re_layout: celd_);xyz,tradiop0we> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduvTE::i bool o_ot// ti30ral> _ot// ti 0ral>:: projthI_ _onto_op *re( p0rato // ti30raTop0r = te( >::tte,* op0Mator40ra opduve(t n_ , sd_ M, T>:p0rato // ti30raop0r_celd_);=r // sub_, _ ,ti3 o( 0_R; , sduti3 > op projthI_d_ (_ ele T>:projthI_d_ e-= _celd_)le T>:projthI_d_ . rmalf:projthI_d_ e*= w(ele T>:o cast__celd_);+:projthI_d_ ;, names fop *re_layout: celd_);xyz,tradiop0we> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduvTE::i bool or _ot// ti 0ral>:: dist::ep_to_op *re( p0rato // to30ra op0r = te( >::tte,* op0Mator40ra opduve(t n_ , sd_ M, T>:p0rato // ti30raop0rceld_)_;=r // sub_, _ ,ti3 o( 0_R; o cast_(_ -rceld_)_;).aingth()_- w(ele na> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_if:: // sub_, _ ,ro // tot > op0raub_,comp.thrinffoth, //s ( e( >::tte,* op0Ma>=zN(tduve(t nssert(I1 ssert( nffothe:aub_,;=rre pr// aed:oo // tot > op0ro( *(d_i 0rato+,* v M, T>: ccst__celd_ 30ra opduve(td,st__celd M _o3td,st__celd M _o3td,stB6 op0Mator40ra opduve(t n3l>::rot 9U1p0ra* _ ,rop0rato_ot// ti::tte,* op0Ma>=zN(tduve(t nssert(I1 ssert( nffothe:aub_,;=rre p isie_( rmal(too // tot > op0ro( *(d_i 0rato+,* v M, T>: ccst _ ,rop0rato_ot// tituve(td,st__celd M _o3td,st__celd cte( fnu:ist::epERRO *_ lie0_R; , sduti3 > op projthI_d_ (_ ele T>:projthI_d_ e-= _celd_)lvTT(t bool o__dist::ep_to_op *re( p0rato // to30ra w(ele T>:o cast__celd_);+:projthI_d_ ;, names fop *re_layout: celd_);xyst::epEp0we> boolaouth_TEMPLATE_CLA 0rato+,* st::ep/ ti 0t// ti ld w(t__celd cte( fnu:ist::epERRO *_ lie0_R; , sduti3 > op projthI_d_ (_ ele T>:pryT& *raxis.zT& +_axis.xT& *rsinlixyz,tdist::epEwes as op0t::ep_to_op *re( p0rato // to30ra w(ele T>:o cast__celd_);+:projthI_d_ ;, names fop *re_layout: celd_);xyst::epEp0we> boolaouth_TEMPLATE_CLA 0rato+,* ze, sbl,(yst::epE*uvTT(t bool o__dist// ti lt__celd M _o3td,stB6 op0Mator40rase; boolaouth_TEMPLATE_CLASinline T& g();c ] fdaa.yT& *rbb.z )(_ aa.zT& *sd_ve(kfid; } temn nam(] fdaa.zT& *rbb.x(kf_CLA)(_ aa.xT& *rbb.z )_other_ er_)[i2(kfid eeee} T >o ) a} accesso(+= ); 0rato+,* okMPLATE_CLASSNAME::i bool or _ot// ti 0rse; boolaouth_TEMPLATE_CLAS);c inline ,] fdaa.yT& *rbb.z )(_ aa.zT& *to+,* ! e T>->ATE_CLASinlit' U2 isiLATE_CLASSNAME::i bool or _ot// ti 0rse; boolaouth_TEMPL o // ti 0ral> _ot// ti 0ral> in , sd; iz )(_ aa.zT& *sd_ve(kfid; } temn nam(] fdaa.zT& *rbb.x(kf_CLA)(_ aa.xT& *rbb.z )_other_ er_)[i2(kfidfab/ tast_resul!;, name> t_resul!;,)aa. sd; (+= ); 0rato+,* okMPPLATE_CLASSNAME::i bool or _ot// ti 0rse; boolaouth_TEMPLATE_CLAS:e.n name t 1 n a} accesso) name> bo } tem)[i2T>:e a} accesso n a} accesso) name> b}{( , sd_v_i 0rato+,* }{( , ato /_op0rator=(_ , sduve(t >&_other_); // retuS( ae temn name }****teN > M _o3td,stB6 op0Mator40ra opduve(t n3l>::rot 9e fisnaomp-my_ !=(_*it ) ) (*my_ boolaouth_TEMPL >& sourct__); // from-homogea.zT& *p0ratcoal>:om-homoTEMPLATE_Com-homoT 0ral,d,st__celfd_revers,t 0ratoAME::iaorato // .E_CLA 0rato+,* 0, ato 0raeR_; name aenment op0rator other_); // retuS( ae temn name }****teN > M _o3td,stB6 op0Mator40ra opduve(t n3l>::rot 9e fisnaomp-my_ !=(_*it ) ) + (*my_ boolaouth_TEMPL >& sourct__); // from-homogea.zT& *SSNAME::w_:rigratoAME::iaorato // .E_C /rom-homo,t ige*_ouE_CLASSNAME::i bool or _ot// ti 0ral>r_ er_)[i1(] fdaa.zT& *rbb.x R1ignm laeR_ _ot// tirbb.z )_other_ er_)[i2al>::,om-homo,t *rbb.y(T(w_:rig, sd_v_i 0rato+,* 0siLATE_CLASSNAME::i bool or _ot// ti 0rso>& N,) ) a} accesso(-= ); ; T tol0rance = te( fa.zT& *-1 > op0r{e = te(,ce = te( +t ige*_o /t3_ ele T>:o cast_v.sdp 9U1,_u name> boolaouth_TE_ e-= _celd_)llimits< T >::epsiloc desd_st_ _ot// ti 0ral>::_); op0rator-=(_ , sduT M, T>:ei =m0;fi3 _ot// ti 0ral>::d; so>& N,) ) a} accesso(-= ); ; T tol0rine ,] fdaa.yT& *rbb.z_ot// ti 0ral>::_{ (t a_{ (t _y,op0rator==_z ige*_o /t3_ ele T>:o cas // remember kids: c_arrays ar, dangerousuainfevil! , sd_mn name ,& ignment op0rator // non-ct_of> boolaouth_T; eeee} name> boolaouth_TEM_op0rator=(_T filler_); om-homogea.zT& *f> br= _rt(I1memcpy(n er_)er_);,,i (* _.floatra u_c_.floige*_ou_c_.flo l>::,om-homoTEMPLATE_CLASSNAME:om-homoT 0ral>r_ er_)[i1_oi::, _ ,rop0rato*1 t M,oAME::iaorato //al>:o(+= ); a} accesso; eeee} name> boolaouth_/ non-ct_of> boolao_) {U3_)_{ (tp0ratoT; eeee} name> boola-1 > op0r{,t >(s(Tu2_tte,& othsf *_oir_ er_)[i1 aeR1ignm laeRf_CLA)_eR1ignesTu_ _ot// tirbral>::, _ ,rop0rato_oeR_ , oAME::iaorato //albral>:(+= ); ot// ti 0ral>:: dist::ep_to_op *re( ps: c_ = te( ve(t >&_otifacc abs ax sd; silent' lo_st_ _ot// ti 0ral>:: op0r-=(_ , s )_other_ er_)[i2T>>::_{ ([i]r-= .flagsers();:_{ ([i]r== ;_ er_)[i2T>>::_{ ([i]r>t' lo_s.flagsers();:_{ ([i]r== ax(+= ); a} accesso; eeee} name> boolaouth_/ non-ct_of> boolao op0Mator30ra opduve(t sS( reffacc desd , sdu_ to30raaine T& z(pduvefacc desd/t3_ ,a*= TE requasers();=efacc des-ne T& z(p; TE half_requase= requas* 0.5; TE sS(sers();=e(>& N,) requas *ry(AME::iaorato //ine , sd T& a()_ , sdve(t ()_uck othsfirsisnccesso>& N,) ) resul!. } accessor=_a} accesso(+ ); .n name t 1 s.flagsers();, oAME::iaorato //(cast_resul!;, nhalf_requas *ry( sS(so(+= ); 0rahe+=_(* !,a*_(* !,; eeee} T >o cast___qusd_d_!,; eetor30ra opduve(t rator-(_ , s /t3_ M>:o cast_v.sdp 9U1,_u name> boolaouth_TE!,; eetor30ra opduve(t op projthI_ _ontor begi{ !ne rojt ,(:i bool or inlin;, nDignm { o cast_v.sdp 9U1,_u name> boolaouth_TE!,; eetor30ra opduve(t op pr sS(mp.thriiiiir begi{ !ne r s ,(:i bool or inlin;, nDignm { o cast_v.sdp 9U1,_u name> boolaouth_TE!,; eetor30ra opduve(t op psnsor,fbminim t resp.r begi{ !ne rojt ,(:i bool or inli, vmml r th::snsoles, sd; lin;, nDignm { o cast_v.sdp 9U1,_u name> boolaouth_TE!,; eetor30ra opduve(t op psnsor sS(mp.thriiiiir begi{ !ne r s ,(:i bool or inli, vmml r th::snsogredp r sd; lin;, nDignm { o cast_v.sdp 9U1,_u name> boolaouth_TE::i bool op0rator= sr begi{ *!ne rojt ,(:i bool or inlin;i =m0;fi3 & N::i bool op0rator= sriiiiir begi{ *!ne rojt ,(:i bool or inlin;i =m0;fi3 & N::i bool op0rator= a.thriiiiir begi{ *!ne r s ,(:i bool or inlin;i =m0;* !,a*_(* !,; eeee} T >o cast___qusd_d_rt(I1memcpy(n er_)erboola-1 > retu bool op0rator= _ bool ((_*it ) ) sn or i* !,a*_(* !,; eeee} T >o cast___qusd_d_rt(I1memcpy(n er_)erboola-1 > retu bool op0rator= inli((_*it ) ) s +t ; n or i* !,a*_(* !,; eeee} T >o cast___qusd_d_rt(I1memcpy(n er_)erboolai (* _.floatral bool op0rator= _ bool dexo cast_aer_)[iaccess]; na i* !,a*_(* !,; eeee} T >o cast___qusd_d_rt(I1memcpy(n er_)erboolai (* _.floatral bool op0rator= inlinexo cast_aer_)[iaccess]; +t ; n or ii* !,a*_(* !,; eeee} T >o cast___qusd_d_rt(I1memcpy(n er_)erboolar rmuse_.floatral bool op0rator= r_ bool ((_*it ) ) s +t fis na i* !,a*_(* !,; eeee} T >o cast___qusd_d_rt(I1memcpy(n er_)erboolar rmuse_.floatral bool op0rator= r inli((_*it ) ) s fis na i* !,a*_(* !,; eeee} T >o cast___qusd_d_rt(I1memcpy(n er_)erboolai (* _r rmuse_.floatral bool op0rator= r_ bool nexo cast_aer_)[iaccess]; +t fis na i* !,a*_(* !,; eeee} T >o cast___qusd_d_rt(I1memcpy(n er_)erboolai (* _r rmuse_.floatral bool op0rator= r inlinexo cast_aer_)[iaccess]; fis na iE_CLASSNAME::i bool or _ot// ti 0rse; boolaouth_TEMPLn,op0rator==; d= 1. Da.zT& *SSNAMATE_CLASSNAME::i bool or _ot// ti 0ral>zT& *sd_ve(nefidfa( , sd_vm( *_laeR1ignm laeR_ _ot/ )_other_ er_)[i2T>:e2al>::_ , sd;_ er_)[i2{s.flagsers();T>:e2(nef_s.flagsers();_aer_)[iaccfa( , sd_vvvvvvvvv(nefido } tem)[i2*teineeee ERAT2T>:e2al>:!name>d;_ er_)[i2{s.flagsers();_)[iaccfa( , sd_vvvvv}+= ); 0rato+,* ons, E::i_ot// ti 0ral> _ot// ti 0ral>::d; p0Mator30ra opduve(t numT= de,re_is_T>-1nn,oT3_ ,al>ator*(_mn nam> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduve(t _ot// ti 0r_oeR_ _o; rotec d=& 1un;,?e_is_T>-1nn,oT: -_is_T>-1nn,o(+= ); 0rahe+=/ ti 0ral>::_{ (t >_x,t >_yassert(I1 er_)[i0(] fd_x'sil sd; , sd T&i3(]tor*(_mn nam> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduve 3(] _oeR_ , o_fteoolaou } _ot// ti 0ral>:: // sub_, _ ,ro // t(I1 er_)[i0(] fd_x'siec erss b(t i3(]tor*(_mn nam> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduve 3(] _oeR_ , oAME::iaorato // .E_C /reoolaou } _o// ti 0ral>:: // sub_, _ ,ro // t(I1 er_)[i0(] fd_x'siec erss b(ent' WAi3(]tor*(_mn nam> boolaouth_TEMPLATE_CLASSNAME::iize, sbl,_(_ , sduve 3(// ti 0rT&NAME: > op_ er_)[i2T>:e2v::_ o // ti 0ral> _ot//f_s.flagsers();v , oAe , sd T& a()_ , sde(t ();teineeee ERATs.flagsers();v , oAME::iaorato // .E_C /rvou } _o// ti 0ral>:: // sub_, _ ,ro // t/ non-ct_of> boolao op0Ma b = te( ve(t >&_ott Mbyy0!ta_T); mproc t( 'silent' U2 ii3(]f> br= _vmml _othe_t M, sizec cast_stt_f> b n ]f> br= _rt(I1memcpy(n estt_f> b,,i (* _.floatra tt_i (* _.floatrasief TE_CLASSNAME::i bool or _ot// ti 0ral>zT& *tt_i (* _.floatraM, T>:oAME:: Dignm { al>ator*( aeR1ignm laeR_ _ot// ti, T>:oAME)_other_ er_)[i2al>::,oAME::iaorato //a, T>:oAME)(+= ); _ot/t_v.sdp 9U1,_u name> boolaouth_TE!,; eetor30ra opduve(t mproc t st_i3(]1,_u nacou_TEMPLA0sief i (* _.floatraMNAME::i bool of TEot// ti 0ral>z tor*( aeR1ignm laeR_ _ot/ve 3 ef T>:e2al>:!nam_C 3(] ++cou_TEM>z } } ASSNAME::cou_TEM>z_o/t/t_v.sdp 9U1,_u name> boolaouth_TE // ER(tp0rato // ti 0rao(en er_)[i3(])mM; ZE;w(eleme> bef i (* _.floatraMboolaouth_TEMPLATE_CLASSNAME::z tor*( aeR1ignm laeR_ _ot/uve 3(] ZE;w(e+E: > *: > op } ASSNAME::o_fte ZE;w(;i = // ti 0ral>:: dist::ep_to_op *re( ps: c_er_)[i0(] fd_x'silenlf:e2othsf>fi3 f>z tor*( 0ral>:: op0r-=(_ , s )_ 3(] }psiV desd_ otec d;(] }psiV desd/= RAND_MAX;(] ast_r =:tor= +t2r= ry(AME::iaorato // ERA( }psiV desd) ou } _ Ae((} D,rdp *space_vmmlouth_TEMPLot//ibtor4.0/include/vmmlib/py(n estra_ ,.hpp000644 000765 000024 00000001765 12002261451 021177 0u(AMr00eile(AMff000000 000000 D,rCopy ._qu(c) 2010 Daniel Pfeiferp0rator= ___ot//_VECTOR_TRAITS_HPP__ #r= d_d___ot//_VECTOR_TRAITS_HPP__ 0ranclude 0ranclude dp *space_sd_sti3(dp *space_lai3(/ ti 0ral>: dist::ep_to_op *reenveruct py(n estra_ ,( p3(]f> br= _vmml _othe_t fd_>(py(n est> bt acthIB_HDOWN;f euu1dim =:Msors > br= _E sSaest> bt ac ti 0ral>euu1I>acthIB_HD sSaest> b r(_T); mprost> b&NA)_ 3(] BOOST_STATS( aSSERT(If>fi3d;(] BOOST_STATS( aSSERT(If<1dimd;(] (_ , sduT:_{ ([I]ou } ac ti 0ral>euu1I>acthIB_HD sSaest> b& w( mprost> b&NA)_ 3(] BOOST_STATS( aSSERT(If>fi3d;(] BOOST_STATS( aSSERT(If<1dimd;(] (_ , sduT:_{ ([I]ou } acthIB_HD sSaest> b ir(euu1iul!;, T>:resulst> b&NA)_ 3(] BOOST_aSSERT(if>fi3d;(] BOOST_aSSERT(if<1dimd;(] (_ , sduT:_{ ([i]ou } acthIB_HD sSaest> b& iw(euu1iul:resulst> b&NA)_ 3(] BOOST_aSSERT(if>fi3d;(] BOOST_aSSERT(if<1dimd;(] (_ , sduT:_{ ([i]ou } }MPPL D,rdp *space_laiL D,rdp *space_sd_stiuth_TEM /* ot//_VECTOR_TRAITS_HPP */PLot//ibtor4.0/include/vmmlib/pisibility.hpp000644 000765 000024 00000000340 12002261451 020462 0u(AMr00eile(AMff000000 000000 rator= ___ot//__VISIBILITY__HPP__ #r= d_d___ot//__VISIBILITY__HPP__ dp *space_vmmlo3(/e, s Visibility_ ,al>aVISIBILITY_NONE_)[i2t nz,al>aVISIBILITY_PARTIALi2t 1z,al>aVISIBILITY_FULL_)[i2t 2 }MPPL D,rdp *space_vmmlouth_TEMPLot//ibtor4.0/include/vmmlib/pmmlib.hpp000644 000765 000024 00000001231 12002261451 017561 0u(AMr00eile(AMff000000 000000 /* * ot//iPLATVresul & Matrix Math /iP * * @authul Jonas Boesch * @authul Stefan Eilemann * @authul R_opto Pajarolai* @authul Susanne Su */* @authul Philipp Schlegel/* @authul Daniel Pfeiferp* @authul Dav c_H. Eberly:e2Wild Mag_HD)p* @authul Andrew2Willmotqu( VLD)p*p* @licens_1depis sdBSD licens_,crs l2 LICENSEp*p* partsx'silentom-homl!;d**teNot//iPLw0r_cinspir sdby Dav c_Eberly's * Wild Mag_HDd_d_Andrew2Willmotq's VL. * */ ((rator= ___ot//__Vt// ti_HPP__ #r= d_d___ot//__Vt// ti_HPP__ 0ranclude 0ranclude 0ranclude 0ranclude 0ranclude th_TEMPLot//ibtor4.0/include/vmmlib/pmmlib_i (fig.hpp000644 000765 000024 00000002041 12002261451 021106 0u(AMr00eile(AMff000000 000000 rator= ___ot//__Vt// tiCONFIGi_HPP__ #r= d_d___ot//__Vt// tiCONFIGi_HPP__ s #r= d_d_ot// ti 0rSFINAE cas p-my_ing e T> switch will havefd_yTEo ti ing effy(n:s OR(access>o will l>::bml!;mpiled, but::UNIpy(n eral> OR(acces[] will instead:bmlus s. T T> means you can > ****py([2] as be:UNe, but:e Tngs like glVertex3fl o D)p will l>::workDd_ymUNe.p #r= d_d_ot// ti 0ral>::// element acces #r= d_d_ot// tiDONT_FORCE3 or= _NDEBUG #i2 r= d_d_ot// ti) sn or #i2h_TEMP# r= d_d_ot// tiTHROW_EXCEPT elS #i2T>r= _ot// tiDONT_FORCE3 r= ___GNUC__ #r_)[i2r= d_d_ot// ti ::r= d_dd in d_yTcu(Aom i (fig #i2iator= _ot// ti dp *space_vmmlo3( se; blas_daxpy_test::ruol ( 3(] sd_ve(kfidfa( , ef // ERai2t n.8147, er_)[i0(]2,o // ERA B, er_)[i0(]2,o // ERA C, er_)[i0(]2,o // ERA C_rs l2, ef // ERBData[]r=={ n.9649, n.1576 };(] Br==BData;f // ERCData[]r=={ n.786104, n.128397 };(] C_rs l2r==CData;f f f blas_daxpy(]2,o // ERA blas_daxpy1;f blas_daxpy1 T >tr ( a, B, Cduve( f (kfidC.o // tC_rs l2, n.0001duve( f log( "T >tr y(T(g ERdaxpy",e(kfuve( T>:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "daxpyd_ Mduct of \n";<< a;<< "\n"(] << "d_d_\n";<< B;<< "\n"(] << "should:bm\n";<< C_rs l2r<< "\n"(.flagsers();<< "is\n";<< Cr<< "\n"(.flagsers();<< oAe endl;(] log_hrrUN( ss.str()_uck othhhhhhhhhz } f f //****multip ERdaxpys::UNI> l f f matrix cel3, float => ._q_m;f matrix c2l3, float => es_m;f matrix c2l3, float => es_m_rs l2, ematrix c2l3, float =>lefq_m;f matrix c2l2, float => es2_m;f matrix c2l2, float => es2_m_rs l2, ef float lData[]r=={ n.9649 , n.9706 , n.4854, n.1576 , n.9572 , n.8003 };(] lefq_m T>:Data;f float rData[]r=={ n.8147, n.9134 , n.2785, n.9058 , n.6324 , n.5469, n.1270 , n.0975 , n.9575 };(] ._q_md_ oData;f float res_data[]r=={ 1.7269,1.5425,1.2643, 1.0971,n.8273,1.3337 };(] es_m_rs l2ele ns_data;f f blas_daxpy(]2,ofloat =>blas_daxpy2;f blas_daxpy2 T >tr mmm(>lefq_m,> ._q_m,> es_mduve( f (kfid es_m.o // t es_m_rs l2, n.0001duve( f blas_daxpy2 T >tr mmm(>lefq_m,> es2_mduve( f float r2Data[]r=={ 2.10871, 1.46959, 1.46959, 1.58155 };(] es2_m_rs l2ele 2Data;f f (kfid(kf_CL( es2_m_rs l2.o // t es2_m,>n.0001));f f f log( "T >tr ymatrix-matrix*multip ic1nn,oT(A*BDd_d_A*A^T)dby multip ERdaxpy's",e(kfuve( T>:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "lefqymatrix_\n";<< lefq_m << "\n"(] << "LATE_CLmatrix_\n"(] << "should:bm\n";<< es2_m_rs l2e<< "\n"(.flagsers();<< "is\n";<< es2_md<< "\n"(.flagsers();<< oAe endl;(] log_hrrUN( ss.str()_uck othhhhhhhhhz } f f (] (_ , sdokMP } ASe((} D,rdp *space_vmmlouot//ibtor4.0/tests/blas_daxpy_test.hpp000644 000765 000024 00000000527 12002261451 017720 0u(AMr00eile(AMff000000 000000 rator= ___ot//__BLAS_DAXPY_TESTi_HPP__ #r= d_d___ot//__BLAS_DAXPY_TESTi_HPP__ 0ranclude "p0rattest.hpp" 0dp *space_vmmlo3( class blas_daxpy_test : p/ ic p0rattest( 3(]p/ ic:f blas_daxpyttest()_: p0rattest( "daxpyd_ Mduct u(T(g blas"_C 3} virt /*sd_veruol ;f f _ Mt T>:p:f f }; D,rclass blas_daxpy_teste((} D,rdp *space_vmmlouth_TEMPLot//ibtor4.0/tests/blas_dgemm_test.cpp000644 000765 000024 00000012510 12002261451 017652 0u(AMr00eile(AMff000000 000000 ranclude "blas_dgemm_test.hpp" 0ranclude dp *space_vmmlo3( se; blas_dgemm_test::ruol ( 3(] sd_ve(kfidfa( , ef matrix cel 6,o // ERA A;f matrix cel 3,o // ERA C, ematrix cel 3,o // ERA C_rs l2, ef // ERAData[]r=={ 1, 2l 3,o4, 5l 6,o7, 8, 9, 10, 11, 12l 13,o14, 15l 16,o17, 18 };(] Ar==AData;f f blas_dgemm cel 6,o3,o // ERA blas_cov;f blas_cov T >tr ( A, Cduve( f // ERCData[]r=={ 91, 217, 343, 217, 559, 901, 343, 901, 1459 };(] C_rs l2r==CData;f (kfidC::_ C_rs l2, f tensor3 cel 2,o3,o // E> t3;f // ERA2Data[]r=={ 1, 2l 7,8,13,14, 3,4,9,10,15l16,5,6,11,12l17,18 };(] t3.op0r{A2Data,{A2Data + 8);f blas_cov T >tr ( t3, Cduve( f (kfid(C::_ C_rs l2)f_CLo2, ef log( "symmetricymatrix-matrix*multip ic1nn,oT(-oi:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "-oi c ymatrix should:bm\n";<< C_rs l2r<< "\n"(.flagsers();<< "covame> c ymatrix is\n";<< Cr<< "\n"(.flagsers();<< oAe endl;(] log_hrrUN( ss.str()_uck othhhhhhhhhz } f //A*BD= D (MxK, KxN, MxN)T(-oitr 0r{E, Fduve( f // ERFData[]r=={ 591, 642l 693, 642l 699, 756l 693, 756l 819 };(] F_rs l2r==FData;f f (kfidF::_ F_rs l2, e ef log( "symmetricymatrix-matrix*multip ic1nn,oT(-oi:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "-oi c ymatrix should:bm\n";<< F_rs l2r<< "\n"(.flagsers();<< "covame> c ymatrix is\n";<< Fr<< "\n"(.flagsers();<< oAe endl;(] log_hrrUN( ss.str()_uck othhhhhhhhhz } f //A*BD= D (MxK, KxN, MxN) ematrix c6,o2,o // ERA B, ematrix cel 2,o // ERA D, ematrix cel 2,o // ERA D_rs l2, ef // ERBData[]r=={ 1, 2l 3,o4, 5l 6,o7, 8, 9, 10, 11, 12 };(] Br==BData;ff blas_dgemm cel 6,o2,o // ERA blas_v_dgemm;f blas_v_dgemm T >tr ( A, B, D );ff // ERDData[]r=={ 161, 182l 377, 434, 593, 686 };(] D_rs l2r==DData;f f (kfidD::_ D_rs l2, ef blas_dgemm cel 6,o2,o // ERA blas_cov3_t3_2;f blas_v_dgemm T >tr ( t3, B, D );ff (kfid(D::_ D_rs l2)f_CLo2, ef log( "matrix-matrix*multip ic1nn,oT(MxK) x (KxN =:(MxN)",e(kfuve( T>:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "-oitr bt( A, B_t, Gduve( f // ERGData[]r=={ 91, 217, 217, 559, 343, 901 };(] G_rs l2r==GData;f f (kfidG::_ G_rs l2, ef log( "matrix-matrix*multip ic1nn,oT(-oi:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "-oitr 0r{At, Bt, H );ff // ERHData[]r=={ (] 13,o27, 41, 55l 69, 83( )_ 16,o34, 52l 70, 88, 106( )_ 19, 41, 63,o85, 107, 129( )_ 22l 48, 74, 100, 126,o152l )_ 25, 55l 85, 115l 145l 175 };(] H_rs l2r==HData;f f (kfidH::_ H_rs l2, e ef log( "matrix-matrix*multip ic1nn,oT(-oi:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "-oitr vv_ou *( vA, vB, H );f( f // ERH2Data[]r=={ )_ 1, 2l 3,o4, 5l 6, )_ 2,o4, 6, 8, 10, 12l )_ el 6,o9, 12l 15,c18l )_ 4, 8, 12l 16,o20, 24l )_ 5, 10, 15,o20, 25,o30};(] H_rs l2r==H2Data;f f f (kfid(H::_ H_rs l2) , ef log( "r_)[i0Ipy(n e ou *d_ Mduct with dgemm:(M)' x (N) =:(MxN)",e(kfuve( T>:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "-oi:p:f f }; D,rclass blas_dgemm_teste((} D,rdp *space_vmmlouth_TEMPLot//ibtor4.0/tests/blas_dot_test.cpp000644 000765 000024 00000001455 12002261451 017355 0u(AMr00eile(AMff000000 000000 ranclude "blas_dot_test.hpp" 0ranclude dp *space_vmmlo3( se; blas_dot_test::ruol ( 3(] sd_ve(kfidfa( , ef r_)[i0(]4,o // ERA A;f r_)[i0(]4,o // ERA B, ef // ERAData[]r=={ 1, 2l 3,o4};(] Ar==AData;f // ERBData[]r=={ 5l 6,o7, 8};(] Br==BData;f f // ERdot__ MdPLA0sie // ERdot__ Md_rs l2r==70, ef blas_dot(]4,o // ERA blas_dot1;f blas_dot1 T >tr ( A, B, dot__ MdPuve( f (kfiddot__ MdPL=Rdot__ Md_rs l2, ef log( "dotd_ Mduct",e(kfuve( T>:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "dotd_ Mduct of \n";<< Ae<< "\n"(] << "d_d_\n";<< B;<< "\n"(] << "should:bm\n";<< dot__ Md_rs l2r<< "\n"(.flagsers();<< "is\n";<< dot__ MdP<< "\n"(.flagsers();<< oAe endl;(] log_hrrUN( ss.str()_uck othhhhhhhhhz } f e( (_ , sdokMP } ASe((} D,rdp *space_vmmlouot//ibtor4.0/tests/blas_dot_test.hpp000644 000765 000024 00000000521 12002261451 017353 0u(AMr00eile(AMff000000 000000 rator= ___ot//__BLAS_DOT_TESTi_HPP__ #r= d_d___ot//__BLAS_DOT_TESTi_HPP__ 0ranclude "p0rattest.hpp" 0dp *space_vmmlo3( class blas_dot_test : p/ ic p0rattest( 3(]p/ ic:f blas_dot_test()_: p0rattest( "dotd_ Mduct (dot) u(T(g blas"_C 3} virt /*sd_veruol ;f f _ Mt T>:p:f f }; D,rclass blas_dot_teste((} D,rdp *space_vmmlouth_TEMPLot//ibtor4.0/tests/cp3_tensor_test.cpp000644 000765 000024 00000005140 12002261451 017640 0u(AMr00eile(AMff000000 000000 ranclude "cp3_tensor_test.hpp" ranclude 0ranclude 0ranclude dp *space_vmmlo3( se; cp3_tensor_test::ruol ( 3(] sd_ve(kfidfa( , ef f> br= _rensor3 c4,4,4,ofloat =>t3_t> bt f> br= _cp3_tensor< 3,o4, 4, 4, float,ofloat =>cp3_dec_t> bt f> br= _t3_hopm< 3,o4, 4, 4, float =>t3_hopm_t> bt f3_t> b>t3_cp_-oin.3150,>n.3386,>n.2047, n.2913,on.3071, n.2835, n.1024, n.2362, n.2835, n.2677, n.1024, n.3543, 1.1181, 1.5354, n.3858, (] n.2520,>n.2283, n.3228, n.2835, n.2677, n.2598, n.2992, n.2126,on.2441, n.2205,on.2441, n.2913,on.9213,on.6457, n.4331, n.1890,(] n.4409, n.4409, n.5591, n.5039, n.2362, n.4409, n.5984, n.6142, n.2520,>n.2835, n.3465, n.3543, n.5748, n.2835, n.2992, n.2835,(] n.3386,>n.3150,>n.4488, n.4173, n.2756l n.3150,>n.3465, n.3386,>n.2835, n.2677, n.2362, n.2913,on.2598, n.2520,>n.2756l n.3071 */P n.8147, n.6324, n.9575, n.9572,(] n.9058, n.0975, n.9649, n.4854,(] n.1270, n.2785, n.1576, n.8003,(] n.9134, n.5469, n.9706, n.1419, (] n.4218, n.6557, n.6787, n.6555,(] n.9157, n.0357, n.7577, n.1712,(] n.7922, n.8491, n.7431, n.7060,(] n.9595, n.9340,>n.3922, n.0318l )_ n.2769, n.6948, n.4387, n.1869l )_ n.0462l n.3171, n.3816, n.4898l )_ n.0971, n.9502l n.7655,>n.4456l )_ n.8235, n.0344, n.7952,on.6463,(] n.7094, n.6551, n.9597, n.7513,(] n.7547, n.1626,on.3404, n.2551, )_ n.2760,>n.1190,>n.5853, n.5060,(] n.6797, n.4984, n.2238, n.6991P };(] t3_cp_-oi b>cp3_dec;f cp3_dec.dec >tos ( t3_cp_-oit3_hopm_t> b::init_hosvnlin;i f3_t> b>t3_cp_rec ;f cp3_dec.rec nveruct(>t3_cp_rec );f f f f3_t> b>t3_cp_rec _rs l2, efloat data_out_cp[]r=={ (] n.658735, n.555868, n.788278, n.785259( )_ 1.0863, n.0696195, n.878343, n.328856l )_ n.204135, n.525463, n.463267, n.777254,(] 1.02116, n.651616, n.848481, n.161661, )_ n.744683, n.569311, n.851989, n.790796l )_ n.858943, n.169862l n.734341, n.338445,(] n.441856, n.487661, n.623644, n.772226,(] n.706845, n.750421, n.656499, n.211157,(] n.371909, n.81205,on.513955,>n.468264,(] n.144107, n.359317, n.24075, n.291169l )_ n.254145, n.824074, n.388849, n.334694,(] n.813514, -n.0044108, n.792204, n.67506,(] n.632346, n.555974, n.726074, n.652605,(] n.559222, n.221787, n.517159, n.297763,(] n.449981, n.480387, n.575679, n.612093,(] n.534163, n.575728, n.539401, n.287718 };(] t3_cp_rec _rs l2.op0rdata_out_cp, data_out_cp + 64uve( ( f (kfidt3_cp_rec .o // tt3_cp_rec _rs l2, n.0001duve( f log( "Tp3_rensor rec nveructn,oT",e(kfduve( f (_ , sdokMP } ASe} D,rdp *space_vmmlouot//ibtor4.0/tests/cp3_tensor_test.hpp000644 000765 000024 00000000564 12002261451 017652 0u(AMr00eile(AMff000000 000000 rator= ___ot//__CP3_TENSOR_TESTi_HPP__ #r= d_d___ot//__CP3_TENSOR_TESTi_HPP__ 0ranclude "p0rattest.hpp" 0ranclude dp *space_vmmlo3( class cp3_tensor_test : p/ ic p0rattest( 3(]p/ ic:f cp3_tensor_test()_: p0rattest( "cp3_tensor (R) x (I1xR) x (I2xR) x (I3xR)"_C 3} sd_veruol ;f f _ Mt T>:p:f f }; D,rclass cp3_tensor_teste((} D,rdp *space_vmmlouth_TEMPLuot//ibtor4.0/tests/cublas_dgemm_test.cpp000644 000765 000024 00000003435 12002261451 020210 0u(AMr00eile(AMff000000 000000 ranclude "cublas_dgemm_test.hpp" 0ra>r= _ot// tiUSE_CUDA 0ranclude dp *space_vmmlo3( se; cublas_dgemm_test::ruol ( 3(] sd_ve(kfidfa( , (] //cublas T >tr //A*BD= D (MxK, KxN, MxN) ematrix cel 6,ofloat =>A;f matrix c6,o2,ofloat =>B, ematrix cel 2,ofloat =>D, ematrix cel 2,ofloat =>D_rs l2, ef float AData[]r=={ 1, 2l 3,o4, 5l 6,o7, 8, 9, 10, 11, 12l 13,o14, 15l 16,o17, 18 };(] Ar==AData;f float BData[]r=={ 1, 2l 3,o4, 5l 6,o7, 8, 9, 10, 11, 12 };(] Br==BData;f( f cublas_dgemm cel 6,o2,ofloat =>cublas_multip iEM>z cublas_multip iEM T >tr ( A, B, D );f ef float DData[]r=={ 161, 182l 377, 434, 593, 686 };(] D_rs l2r==DData;f f (kfidD::_ D_rs l2, ef log( "matrix-matrix*multip ic1nn,oT(MxK) x (KxN =:(MxN)",e(kfuve( T>:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "-oi c yT >tr 1nn,o ef matrix cel 3, float =>C, ematrix cel 3,ofloat =>C_rs l2, ef cublas_dgemm cel 6,o3,ofloat =>blas_cov;f blas_cov T >tr ( A, Cduve( f float CData[]r=={ 91, 217, 343, 217, 559, 901, 343, 901, 1459 };(] C_rs l2r==CData;f (kfidC::_ C_rs l2, ef log( "symmetricymatrix-matrix*multip ic1nn,oT(-oi:e2!e(kfue( 3(] oAe strTngstream ss;(] oss.flagsers();<< "-oi c ymatrix should:bm\n";<< C_rs l2r<< "\n"(.flagsers();<< "covame> c ymatrix is\n";<< Cr<< "\n"(.flagsers();<< oAe endl;(] log_hrrUN( ss.str()_uck othhhhhhhhhz } f e( (_ , sdokMP } ASe((} D,rdp *space_vmmloth_TEMPot//ibtor4.0/tests/cublas_dgemm_test.hpp000644 000765 000024 00000000575 12002261451 020217 0u(AMr00eile(AMff000000 000000 rator= ___ot//__CUBLAS_DGEMM_TESTi_HPP__ #r= d_d___ot//__CUBLAS_DGEMM_TESTi_HPP__ 0ranclude "p0rattest.hpp" 0dp *space_vmmlo3( class cublas_dgemm_test : p/ ic p0rattest( 3(]p/ ic:f cublas_dgemm_test()_: p0rattest( "matrix*matrix*multip ic1nn,oT(dgemm) u(T(g CUBLAS"_C 3} virt /*sd_veruol ;f f _ Mt T>:p:f f }; D,rclass cublas_dgemm_teste((} D,rdp *space_vmmlouth_TEMPLot//ibtor4.0/tests/cutensor_tests.cpp000644 000765 000024 00000014267 12002261451 017620 0u(AMr00eile(AMff000000 000000 ranclude "cutensor_tests.hpp" 0ra>r= _ot// tiUSE_CUDA 0ranclude 0ranclude 0ranclude dp *space_vmmlo3( se; cutensor_tests::ruol ( 3(] sd_ve(kfidfa( , ef fensor3 c2l 3,o4, float => t3;f f //CUDA TTM::UNIfensor3(] t3.fill_ancrea(T(g_valuesl ;f matrix 5,o4, float> u3;f u3.fill(1 ;f fensor3 2l 3,o5, float> t3_jji; t3_jji.zerol ;f t3_cublas_ttm::multip y_horizontal_bwd(t3, u3, t3_jji uve( ( f fensor3 6l 3,o5, float> t3_iji; t3_iji.zerol ;f matrix 6,o2,ofloat> u1;f u1.fill(2 ;f t3_cublas_ttm::multip y_0ralral_bwd(t3_jji, u1, t3_ijin;i fensor3 6l 7,o5, float> t3_iii; t3_iii.zerol ;f matrix 7,o3,ofloat> u2;f u2.fill(3 ;f t3_cublas_ttm::multip y_frontal_bwd(t3_iji, u2, t3_iiin;i f f f3.fill_ancrea(T(g_valuesl ;f fensor3 6l 7,o5, float> t3_rec ;f t3_cublas_ttm::full_fensor3_matrix_multip ic1nn,o( t3, u1, u2, u3, t3_rec ); fensor3 6l 7,o5, float> t3_iii_test;f t3_iii_test.fill(1656uve( T>:e2t3_iii_test::_ t3_rec &&2t3_iii_test::_ t3_iiin;e( 3 (] log( "fensor3 CUBLAS*matrix*multip ic1nn,oTalo(g all thre ymodes",etruefduve( }2hRATs( 3(] oAe strTngstream hrrUNve( (hrrUNI ] << "T3_reTE_CL(all values should:bm 1656u: ";<< oAe endl;<< t3_iii ] << oAe endl;(] log_hrrUN( hrrUN.str()_uck } f //floatT(g poeuu1TTMf fensor3 c2l 3,o4, float => t3fck srand(2006 ;f t3f.fill_randoml ;f matrix 5,o4, float> u3f;f u3f.fill(1 ;f fensor3 2l 3,o5, float> t3f_jji; t3f_jji.zerol ;f t3_cublas_ttm::multip y_horizontal_bwd(t3f, u3f, t3f_jji );f f ff //CUDA HOEIGS::UNIfensor3(] float precisn,oT= n.001;f f //hoeigs teste( // hosvn_test data af *d0rahauw *det al. 2000a tensor3 cel el 3,ofloat =>t3_data_hoeigs, efloat data_0rahw[]r=={ (] n.9073, 1.7842, 2.1236, n.8924, 1.7753, -0.6631, 2.1488, 4.2495, 1.8260,>(] n.7158, 1.6970, -n.0704, -n.4898l tor5077, 1.9103,on.3054, n.3207, 2.1335, (] -n.3698, n.0151, 1.4429, 2.4288, 4.0337l tor7495, 2.3753, 4.7146, -n.2716 };(] t3_data_hoeigs.op0rdata_0rahw, data_0rahw + 27);ff matrix cel 3,ofloat =>u1_hoeigs, ematrix cel 3,ofloat =>u2_hoeigs, ematrix cel 3,ofloat =>u3_hoeigs, ematrix 3,o3,ofloat> u1_hoeigs_rs l2, ematrix 3,o3,ofloat> u2_hoeigs_rs l2, ematrix 3,o3,ofloat> u3_hoeigs_rs l2, e efloat data_u1_hoeigs[]r=={ n.1122204363, n.7738507986, -n.623347044,>(] n.5770543218, -n.5614452958, -n.593116819 n.81351Huten3,o3,ofloat> u803=x 6,orill(2 ;f t3_cublas_ttm::multip y_0ralral_bwd(t33,o3,ofloat> u95717}r3 6l 4,>(] n.57702, ef14452958, -n.5,f14452958, -n.5x c9), 4.2495, 1.826{ n.112229311681 4.062406033,of, 2.18,ofl1, n.6866092518 }-n.686633816, n.0121110tip103,on0623986551, n.9071382638, n.9998585, fgs.op0r2576118T >tr { n.1122204363,2, ef14452928, -n.5,f14452928, -n.5x c9), 4.2495, 1.826{38, -n.593116819 8237t3_cp_4985756 n.91576049809n.1626,o, 2.5741500 n.913455cub02tm::mul206, data_ou7818458673,o + 2016, ::mu2411153tip ic1044,>(] n.57702, ef14452938, -n.5,f14452938, -n.5x c9), 4. data_-o_cp[]nsor_tests::, n.8924, 1, 1, 1,s lsts::r=={ 1sts::r=::apcisnrUN(-0.6631, 2.1488, 958, -n.5,f928, -n.5,f938, -n.5x), 4. dtrix*958, -n.5f (_ , sl 4,>(] n.5770,0a tensor!e(kf928, -n.5f (_ , sl24,>(] n.5770,0a tensor!e(kf938, -n.5f (_ , sl34,>(] n.5770,0a tensor!( }2hRATs( 3(] Tngstreaf *d0e2!e(kfufaagser73850c)_uU3_cU2tmU3alues should:bm 1656u: ";<< oAe endl;<< t3_iii ] << oAe endl;(] loaf *doatT(g poeuu1TTMl;(] loU1uck } foatT(g poeuu1TTMf fl 4,>(] n.5770T(g poeuu1TTMl;(] loU1uisoatT(g poeuu1TTMf fl 4,>(] T(g poeuu1TTMl;(] loU2uck } foatT(g poeuu1TTMf fl24,>(] n.5770T(g poeuu1TTMl;(] loU2uisoatT(g poeuu1TTMf fl24,>(] T(g poeuu1TTMl;(] loU3uck } foatT(g poeuu1TTMf fl34,>(] n.5770T(g poeuu1TTMl;(] loU3uisoatT(g poeuu1TTMf fl34,>(] T(g poeuu1TTM<< oA=> t3fck srand(2006 ;f t3f.fill_randomldata afOI0rahauw *det alndomlloat data_5, m[]r=={ (] n.9073, 1.7b paper 5,6,11,12l17,18 }2i_test::_ t3dblas_dgemm ce f blas_da0,at =>cublas_mult-1las_m-2tm:5cubla-6 gs, ematrix2, ef1445,f1445ricy2x), 4. d1, 12l 13,o14, 15l 16,l 4,>off l 4,>of(t3_iji, u2, t3_ii18 }2i_test:, ematroff l24,>of(t3_iji, u2, t3_ii18 }1oeigs_rs l2, eoff l34,>of(t3_iji, u2, t3_ii13,o14, 15l 16,l 4oat => es2_m_rs l2,}2i_test:, emaoat => es2_m_rs l2,}1oeigs_rs l2, , n.0696195, n.87834u1 n.7158, 1 =>u189474111071803,(] 4141630_cu71(] t3_da386,>362226oat3,o1, n.68063529] t3_da38751100l08157588, 4.06wd(t027928566oT(- //oT=gfloat5, m[paper (u1loa{ =>u1898, 4.01l1, n.6,>n.3-n.6806797, n.1 n.33461}r3 6l 4.57702, ef1445295,f1445295or r), 4.2495, 1.826{ n.7158, 1.6098164203349418.1 n.3995177ult202tm8, 1.6995177ult202tm-.6098164203349418T(- //oT=gfloatin[paper (u2loa.60982tm-.69n.2760,9n.2760,0982>tr { n4363,2, ef1445292,f1445292or 4), 4.2495, 1.826{39311681 4.51046153031801698l to6,>986o3,584456 gs//oT=gfloatin[paper (u3loa{4.5106, ::mo6,9p ic1044.57702, ef1445293,f1445293x cefill(3 ;f t3_cul2,}2i_1oeigs_rs lcore eoff3 ;f t3_cul2,}2i_1oeigs_rs lcore , n.0696195, n.87834core9311681 1.8137ofl47424582760,0760,076-2.762205573437l(2 gs, core , n.02, ef14452cal>::14452cal>or 4), 4. data_-o_cp[]nsor_testoiul2,}2i_1oe7,18 }2s lstoiensor3(] ={ 1stoiensor3(] ::a , sdok1445,fl 4,>of, l24,>of, l34,>of,lcore eof, stoiensor3(] ::f3_t> b>t3_cp_rec _rsancrel 4,>of( (_ , sl 4.5770,0a tensor!; ix*multip ic1n l24,>of( (_ , sl24.5770,0a tensor!e!; ix*multip ic1n l34,>of( (_ , sl34.5770,0a tensor!e!; ix*multip ic1n l34,>of( (_ , sl34.5770,0a tensor!e!; ix*multip ic1n core eof( (_ , score , n.0,0a tensor!e!; ix dtrix*<< Ae<< RATs( 3(] afOI0rank-(6 ,1) apcroximUNI ]" m 1656u: ";<< oAe endl;<< t3_iii ] << oAe endl;(] loafOI0rank-(6 ,1) apcroximUNI ]oatT(g poeuu, a tenso(16)T(g poeuu1TTMl;(] loU1uck } foatT(g poeuu1TTMf fl 4.5770T(g poeuu1TTMl;(] loU1uisoatT(g poeuu1TTMf fl 4,>oiT(g poeuu1TTMl;(] loU2uck } foatT(g poeuu1TTMf fl24.5770T(g poeuu1TTMl;(] loU2uisoatT(g poeuu1TTMf fl24,>oiT(g poeuu1TTMl;(] loU3uck } foatT(g poeuu1TTMf fl34.5770T(g poeuu1TTMl;(] loU3uisoatT(g poeuu1TTMf fl34,>oiT(g poeuu1TTMl;(] local>ock } foatT(g poeuu1TTMf fcore , n.0T(g poeuu1TTMl;(] local>oisoatT(g poeuu1TTMf fcore eofT(g poeuu1TTM<< oA=> t=> t3fck srand(2006 ;f t3f.fill_raot//ibtor4.0/tests/cublas_dgemm_test.hpp000644 000765 0000024 00000000521 12002261451 017353 0321u(AMr00eile(AMff000000 000000 clude "p0rattestT3_CUlass cp3_teSvmmlo3( class cublas_dT3_CUlass cp3_teSvmmlo3( est( 3(]p/ ic:f cublas_dgemm_test()_: p0rattest( "mat000765 000ip ic1nn,oT(dgemm) u(T(g CUBLAS"_C 3000765 000sd_veruol ;f f _data oAe strst( "e3_dataspace_vmmlouth_TEMPL 3000765 000ot//ibtor4.0/tests/cutensor_tests.cpp00064f2c_fix.h205u(AMr00eile(AMff000000 000000 class integer f2c_fix_integer class uinteger f2c_fix_uinteger ata_-o_c 5,of2c_fix_integer; ata_-o_cunsignedc 5,of2c_fix_uinteger; 00064fr u 000024 00000012510 12002261451 017652 02271u(AMr00eile(AMff000000 000000 st( 3(]p/ fr u 000023(] sd_ve(kfidfa( , efr u ruol ( 3(] sd_ve(kfidfafr u culleror3 c2l 3,o4, float => t f fr u 0000fensor3 > t{TODOfr u n.3150,2vp;fc2, up(2vp} es s; } 00064fr u 00002024 00000000521 12002261451 017353 04271u(AMr00eile(AMff000000 000000 clude "p0rattestFRUSTUspace_vmmlo3( class cublas_dFRUSTUspace_vmmlo3( est( 3(]p/ ic:f cublas_dgemm_test()_: p0ra fr u 0000_veruol ;f 0ra CUBLAS"fr u /*sd_veruol ;f f _fr u pace_vmPL fr u /*ot//ibtor4.0/tests/cutensor_tests.cpp00064jacobi000024 00000012510 12002261451 017652 021200u(AMr00eile(AMff000000 000000 st( 3(]p/ jacobi00002las_dgemm_test()_: p0ra f jacobi0000fensor3({mPL,oT",es s; }00064jacobi00002024 00000000521 12002261451 017353 045014u(AMr00eile(AMff000000 000000 clude "p0rattestJACOBIpace_vmmlo3( class cublas_dJACOBIpace_vmmlo3( est( 3(]p/ ic:f cublas_dgemm_test()_: p0ra jacobi0000ip ic1nn,oT(dgemm) ura CUBLAS"jacobi0000sd_veruol ;f f _jacobi_datapace_vmmPL jacobi0000ot//ibtor4.0/tests/cutensor_tests.cpp00064lak_gaussian_eliminUNI ]000024 00000012510 12002261451 017652 03062327u(AMr00eile(AMff000000 000000 st( 3(]p/ lak_gaussian_eliminUNI ]00002las_dg( 3(] sd_ve(kfidfalak_gaussian_eliminUNI ]or3 c2l 3,o4, float => t f lak_gaussian_eliminUNI ]0000fensor3({mata_-o_ca[]r=={ hoeigs_rs la[]:mult{PL,oT",es s; 2_m_rs lu2_hoeigs_rs l l2,a[]r=={ hoeigs_rs llllllB2,a[]r=={ hoeigs_rs llllllXA(a0,a0ace T",2;A(a0,a1ace T",1;A(a0,a2ace T",-1;B(a0ace Te T",8ultA(a1,a0ace T",-3;tA(a1,a1ace T",-1;A(a1,a2ace T",2;B(a1ace Te T",-11ultA(a2,a0ace T",-2;A(a2,a1ace T",1;A(a2,a2ace T",2;B(a2ace Te T",-3ult,at =::lak::gaussian_eliminUNI ]<_1oe7,1igs_rs lgs; try {Xe T",Bge;(] C_rs l2r=Xigs_rsepsilsor3 1e-6//poeuucourix*C =XtT(g XT(g poeuu1TTM<<trix*fabs( X(a0ace- 2.0face t f lak_lassar_least_squares0000fensor3({mata_-o_ca[]r=={ hoeigs_rs la[]:mult{PL,oT",es s; 2_m_rs lu2_2oeigs_rs l l2,a[]r=={ hoeigs_rs llllllB2,a[]r=={ 2oeigs_rs llllllXA(a0,a0ace T",1;A(a0,a1ace T",4;B(a0ace Te T",7ultA(a1,a0ace T",2;tA(a1,a1ace T",5;B(a1ace Te T",8ultA(a2,a0ace T",3;A(a2,a1ace T",6;B(a2ace Te T",9ult,at =::lak::lassar_least_squaresxg165 lu2_2oeigs_rs lllsq; try {llsq==DData;f f (kXix)\nX(a0ace- 0e t f lak_s::r=000fensor3({mPL,oef float A3a;f // ERBDef float A6a;f // EUBDef float A3a;f // EUmnData;f f // ERt.157623686344108936349102tm.27849821886oat83971293p3_d.957164456242945569980122,t.9057919370756192245506074,.546881519204983845838f cp.485375648722841224191882,t.125042816293cp +5515320, -.957cp 80,>n42976,>n7dec_t>.18046888881116oa889,t.913375856139019393062374,.9648885351992355921054,.141886n.6327215335961296,t.44995920625409512551662tm. n.1308167755628n.81798l .42128262627de911Hut33,t.975505059994095245779135e-54,.9705927806151.4495n.95.915255, n6oa899 8076,} f cublas_a[]r=={ hoef // EpigmaBDef floa3 A3a;f // E V, Vt; //s::c.rec nverU, Wdiag, Vtqymalak_s::oat A3a;f // E s::mas::r=DData;_floaf f U, pigma, V3f.fi_Vtq",esansc nverVqyma Def float A6a;f // E UCorr[]rBDef float A6a;f // E UCorr[]r1BDef float A6a;f // E UCorr[]r.fil oeigTheduced SVD iseruoque up to thesignsr<< thesingular a[]r==s oeigThefloa SVD instead isenoteruoque. I.e., thecolumnsrMXNtin[U change accordtestto thesign. oeigTherefal>othere al>otwo ferent_datasf1445rsetsmm_ed. ( A, B, UCorr[]rubla_floa1 n.71 -.49590425353966893444232204444-.2480250169294987272762204444-.64190153784174542387, n.3p 82484116461627987604103,on08t835942345876347303613,(] 060442556357692501373] n. -.4105,o1209853975823989, n444-.3658012522461991.41Hu18l .39090893634504461361 _rse-54,-n.67126262519255790907456, ::m2555,o70305907262573]794n.3-n.3119y_0r9662990878f 662tm -.45433159041 _5031n.862_t>.5159219956281092887, .409523125830292517062124e-54,, n.133973ec_107,6n.926, n.68n.225012769650445955,998, 4.68837411770625255732770. -.43848 _rs.81469 87210410data_h5, 2284 + 28230_c6139555,(]7267517578294171798356l )_345009020353238n.922822tm-.61044811920p 8957.2253816, n.209432781212416443. -.54348676922825374410869l 444-.31556779 u951.632036368404444-.24.926456at3,445520164>n.44880294205941051.1.2219362l n.7539656a67,610295n902133,(] 0f 77939670764213324898l -.476959707368597288307513,(.5807215409357837187866n.3-.38f5459017539139750707e-54,-n.287223]7910264>1085042.1 n.308141823]4866oa891n763>n.31500456at209ec_.81703f 7,}( A, B, UCorr[]rubla_floa2 n.71 0.49590425353966808, n.780250169295760,>n1901537841745,ofloa5801,o1 n.43846, ::m251n7425811363686l )_155620,8995Huten 0.4105,o1209853975l )_365801252246201, ::m25909089363450432tm::mul33619897059382tm-.63296179636619438, n.4823]201419127588, 0.45433159041 _5tm::mu1592199562811 cp::m24095231258302926, ::m2l332516,>191225,on.514714205838f04474, n.567332728882998, 0.43848 _rs.8146974, n.5, 2284 + 282354,-n.626751757829898l t6454a67655,9425n.315at2.635627d5301, ::m16252703644265ten 0.543486769228257, n.31556779 u951.638, n.7.926456at3,4478, 4.0168n2157867333543, n06509209708382tm-.6625711 45894090ten 0.476959707368597n.3-n.580721540935781 n.3038f54590175t2., ::m25909108550922362l -n.555, n86992053,of, 25906012idt36447 igs, fi_UCorr[]r1n.7UCorr[]rubla_floa1;_UCorr[]r2n.7UCorr[]rubla_floa.fil oeiSetfcorr[]r7UCorr[]r (accordtestto two c nsi B, floa SVD soluNI ]s) dtrix*U( (_ , sUCorr[]r1,s1e-8r!e! UCorr[]r = UCorr[]r1BD 1656 UCorr[]r = UCorr[]r.fil ofi_a[]r=={ hoef // EpigmaCorr[]rBDf // pigmaCorr[]rf // Et{,2.169>cp31254341951.6518 1m25962297504610218876192, .7.555332_0r56051.3988155 ,}pigmaCorr[]r EpigmaCorr[]rf ultef floa3 A3a;f // E VtCorr[]rB Df // VtCorr[]rf // ERt::mu2396,o7t83893p3649431_ttm::m8519957076790>cp31897, n.029282770839552140219 u36551,3,o3,o515371055, 8026344431, n.n0676365t88289751n18+ 2on.516205,3,49824182640706,o551,3,o580.785192279,>137254493, 4.731545614009e42055n.276-)_ n.88884259138884699,}(ofi_VtCorr[]r EVtCorr[]rf fil ofi_test;f (_ ,nrUNow_inverted_columns<ef float A6a;f // E> u_=DDaal>BDef flf (_ ,nrUNow_inverted_columns<ef floa3 A3a;f // E> v_=DDaal>BDD#tri1Dancrel_=DDaal>erU, UCorr[]r 3,oftrix*<< Aeancrepigma,etrpigmaCorr[]rBDtrix*<< Aeancrev_=DDaal>erVt,VtCorr[]r #1656uDancreU,etrUCorr[]rBDtrix*<< Aancrepigma,etrpigmaCorr[]rBDtrix*<< AancreV",etrVtCorr[]rB#1i_, whdleingular atr() :c.rec niNI ]mm_testlak xGESVD,efximum0a tenso*(leflues sh)ultf // tolerhhhhh3 1e-8;D#tri1Dancrel_=DDaal>erU, UCorr[]r, tolerhhhhh)BDtrix*<< Aeancrepigma( (_ , spigmaCorr[]r, tolerhhhhh)BDtrix*<< Aeancrev_=DDaal>erVt,VtCorr[]r, tolerhhhhh)BD#1656uancreU( (_ , sUCorr[]r, tolerhhhhh)BDtrix*<< Aancrepigma( (_ , spigmaCorr[]r, tolerhhhhh)BDtrix*<< AancreV"( (_ , sVtCorr[]r, tolerhhhhh)BD#1_, whdleingular atr() :c.rec niNI ]mm_testlak xGESVD,tolerhhhhh1e-8*(lefqymaDtrix*";<< AeRt(.flagsers();<< "covam( ymatrix should:bmUtT(g U;(] log_hrrUN( ss.str()_Ufcorr[]r7tT(g UCorr[]r (] log_;(] loU f7tT(g UCorr[]r - U;(] log_hrrUN( ss.str()_Uff7tT(g UCorr[]r + U;(] log_hrrUN( ss.str()_pigma,tT(g pigma,(] log_hrrUN( ss.str()_pigma,corr[]rtT(g pigmaCorr[]r (] log_hrrUN( ss.str()_pigma,f7tT(g pigmaCorr[]r - pigma,(] log_hrrUN( ss.str()_Vr7tT(g Vr (] log_hrrUN( ss.str()_Vt,corr[]rtT(g VtCorr[]r (] log_hrrUN( ss.str()_Vt,f7tT(g VtCorr[]r - Vr (] log_hrrUN( ss.str()_Vt,f7tT(g VtCorr[]r + Vr (] log_hrrUN( ss.str()poeuu1TTM<<loth_TEMPvm es s; } 00064lak_s::r=00024 00000000564 12002261451 017652 0437u(AMr00eile(AMff000000 000000 clude "p0rattestLAPACK_SVDpace_vmmlo3( class cublas_dLAPACK_SVDpace_vmmlo3( est( 3(]p/ ic:f cublas_dgemm_test()_: p0ra lak_s::r=000ip ic1nn,oT(dgemm) ura CUBLAS" lak_s::r=000sd_veruol ;f f _SVD,eingular atr() :c.rec niNI ]mm_testlakpace_vmouth_TEMPL lak_s::r=000ot//ibtor4.0/tests/cutensor_tests.cpp00064lak_sym_(] n=00024 00000005140 12002261451 017640 01711u(AMr00eile(AMff000000 000000 st( 3(]p/ lak_sym_(] n=0002las_d 3(] sd_ve(kfidfa_test;ruol ( 3(] sd_ve(kfidfalak_sym_(] or3 c2ll 3,o4, float => t3;f f /lak_sym_(] n=000fensor3(] t3.fill_ancrees s; 4. d1, 12l 1.3780,f // ERBD4. df // f blas_da-2.tm-.66717, n.8oeigs.o5792626,o, 26717, 1242tm-.6006,l -n.5751alral_bwoeigs-.6006,l -n.4660tm::m8542,803=x 6,3,of, 25751am::m8542,19 n.88ta;f( 2, ef1445,f1445+16 // hosvn_l2, e!e(kfurUN.(] enstr()_ d1, 12l 1.3780,f // E(] a[]r==s/ hoa[]r=={ 80,f // E(] atr()_/ holak_sym_(] { 80,f // EE(] / ho(] r=DData;_aoaf f (] a[]r==s,E(] atr()_)BD4. df // f _(] atr()_blas_d-2.7768474543543tor745827o7t8992898, 4.03oat>59251813505l )_8t831499853oa052>tr f // f _(] a[]r==s// ERt}-n.64 872951.940998, 4.05486oa,445763353, 4.52207849926, n.6843580914755927626,o, 25252723401504474,-n.61433373]762484l -n.45228815766001, ::m262490>c045, 26ralral_b40.926685648918,l -n.35253784507582n.3150942974502 77178, 4.0787648c0426551, n.2382461373958975l -n.455a89739458456, 4880221260295>n.3159268121907897114}; d1, 12l 1.3780,f // E(] a[]r==s , n.06961a[]r=={ 80,f // E(] atr()_ , n.06961(] atr()_ , n.0 E f _(] atr()_6961(] a[]r==s , n.02, ef14452(] a[]r==s,E14452(] a[]r==sricy61.fill(2 ;f // a tensor3 1.0e-10; ix*mult(] atr()_( (_ , s(] atr()_ , n.0,0a tensor!; ix*multip ic1(] a[]r==s( (_ , s(] a[]r==s , n.0,0a tensor!; ix dtrix*<< AERt}, whdle M=N",e(k(] enstr() :c.rec niNI ]mm_testlakp(lefqymatrm 1656 ";<< oAe endl;<< t3_iii ] << oAe endl;(] loe M=N",e(k(] enstr() :c.rec niNI ]mm_testlakoatT(g poeuu1TTMl;(] lo(] enstr()_ock } foatT(g poeuu1TTMf f(] atr()_ , n.0 (g poeuu1TTMl;(] loarfoatT(g poeuu1TTMf f(] atr()_T(g poeuu1TTM l;(] lo(] ens[]r==srck } foatT(g poeuu1TTMf f(] a[]r==s , n.0 (g poeuu1TTMl;(] loarfoatT(g poeuu1TTMf f(] a[]r==sr(g poeuu1TTM<< oA=> t3fck srand(2006 ;f t3f.fill_ra//1TT e!e(kfurUN.(] enstr()_ d_l2, e!e(kfuxtlarg000imaguolsd_v(] enstr()_ d1, 12l 1.3730,f // E(] xa[]r==s/ hoa[]r=={ 30,f // E(] xatr()_/ holak_sym_(] { 80,f // EE(] _6961(] sr=DData;_xf f (] xa[]r==s,E(] xatr()_)BD4. d1, 12l 1.3730,f // E(] xa[]r==s , n.06961a[]r=={ 30,f // E(] xatr()_ , n.06961a[]r=={ 80,f // E(] a[]r== , n.06961f // first_(] atr()T",-2.77684745435tr f // f _(] xatr()_blas_d-2.7768474543543tor745827o7t8992898,)_8t831499853oa052 >tr f // f _(] xa[]r==s// ERt}-n.64 872951.940998, 4.05486oa,445763353, 4.6843580914755927658, 1 =>u5252723401504474,-n.61433373]762484l -n.262490>c045, 26ralral_b40.926685648918,l -n.35253784507582n.3 4.0787648c0426551, n.2382461373958975l -n.455a89739458456, 489268121907897114 >tr (] xatr()_ , n.0 E f _(] xatr()_6961(] xa[]r==s , n.02, ef14452(] xa[]r==s,E14452(] xa[]r==sricyefill((] xa[]r==s , n.02get_column(a0,a(] a[]r== , n.03f.fi_l2, get firstf(] atr() aTT (] a[]r==961a[]r=={ 80,f // E(] a[]r==tr f // (] atr()6961(] sr=DData;_1 f f (] a[]r==,E(] atr()1.fill(2 ;*mult(] xatr()_( (_ , s(] xatr()_ , n.0,0a tensor!; ix*multip ic1(] xa[]r==s( (_ , s(] xa[]r==s , n.0,0a tensor!; ix*multip ic1n(] a[]r==( (_ , s(] a[]r==n.5770,0a tensor!(;_l2, *multip ic1nfabs((] atr() - first_(] atr()ce t3fck srand(2006 ;f t3f.fill_ra//1TT e!e(kfuxtlarg000i(] enstr()_ es s; 400064lak_sym_(] n=00024 00000000564 12002261451 017652 060772u(AMr00eile(AMff000000 000000 clude "p0rattestLAPACK_SYM_ *dpace_vmmlo3( class cublas_dLAPACK_SYM_ *dpace_vmmlo3( est( 3(]p/ ic:f cublas_dgemm_test()_: p0rattest( "mlak_sym_(] n=000ip ic1nn,oT(dgemm) u(T(g CUBLAS"_Clak_sym_(] n=000sd_veruol ;f f _e M=N",e(k(] enstr() :c.rec niNI ]mm_testlakpace_vmmlouth_TEMPLlak_sym_(] n=000ot//ibtor4.0/tests/cutensor_tests.cpp00064make_endl;< 0000sh075742u(AMr00eile(AMff000000 000000 #!/bin/sh g++ endl;< 0000cpp -o endl;<< atasf-I../t( 3(]p00064ma flf=DDaal>_perfn=00024 00000005140 12002261451 017640 01411610u(AMr00eile(AMff000000 000000 st( 3(]p/ ma flf=DDaal>_perfn=00023(] sd_ve(kfidfa( , e_test;ruol ( 3(] sd_ve(kfidfa_test;4.hc2ll 3,o4, float => t void ma flf=DDaal>_perfn=000fensor3({mconst size_t iterUNI ]sh3 1e7ultf // M14454x4blas_da17., 24. 1m, 8., 23., 5., 7., 14. 4. 6., 13., 20., 10., 12., 19., 21.}1, 12l 1.378 > m, m_inver(g_vmas_M14454x4Mtest;4<,f // Em_old,Em_old_inver(g_vm_old2, efM14454x4h)BDnew ;f f _1, 12l 4x4hinver(I ]m=DDaalis ]" )BD f _old" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtm_old2getInver(g(Em_old_inver(g )BD}Dop(ymaD f _new" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtm2getInver(g(Em_inver(g )BD}Dop(ymacoDaal>e)BDf // maDnew ;f f _operUNor[]" )BD f _old 1d[]" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtdas_m_old2array[ ia% 16 ]BD}Dop(ymaD f _new 1d[]()" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtdas_m2array[ ia% 16 ]BD}Dop(ymacoDaal>e)BDDnew ;f f _operUNor[] 2d" )BDRt(. f _old 2d[]" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtdas_m_old2m[ ia% 4 ][ ia% 4 ]<<}top(ymaD f _new 2d[]()" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtdas_m[ ia% 4 ][ ia% 4 ]<<}top(yma}tcoDaal>e)BDDaDnew ;f f _operUNor[]" )BD f _new []" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtdas_m[ ia% 3 ][ ia% 3 ]BD}Dop(ymaD f _new at()" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtdas_m2a f ia% 3, ia% 3 )BD}Dop(ymacoDaal>e)BDDnew ;f f _copy ]r==" )BD f _old" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtMtest;4<,f // Emm(Em_old )BD}Dop(ymaD f _new" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtm, 12l 1.3780,f // Emm(Em )BD}Dop(ymacoDaal>e)BDDaDnew ;f f _operUNor==/!=" )BDRtMtest;4<,f // Emm_old(Em_old )BDm, 12l 1.3780,f // Emm(Em )BDPL (_ am( f _old" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRt (_ as_mm_old !s_m_oldBD}top(ymaD f _new" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRt (_ as_mm !s_mBD}top(yma}tcoDaal>e)BDDanew ;f f _, ttestto identity" )BDRtMtest;4<,f // Emm_oldBDm, 12l 1.3780,f // EmmmaD f _old" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtmm_old =Mtest;4<,f // ::IDENTITY<<}top(ymaD f _new" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtmm.identity()BD//mmas_m, 12l 1.3780,f // ::IDENTITY<<}top(ymaa}tcoDaal>e)BDDanew ;f f _, ttestto zero" )BDRtMtest;4<,f // Emm_oldBDm, 12l 1.3780,f // EmmmaD f _old" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtmm_old =Mtest;4<,f // ::ZERO<<}top(ymaD f _new" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtmm.zero()BD//mmas_m, 12l 1.3780,f // ::ZERO<<}top(ymaa}tcoDaal>e)BDDanew ;f f _build rotUNI ]m1, 12l fMP rotUNI ]maroundmarbitrary axis" )BDRtMtest;4<,f // Emm_oldBDm, 12l 1.3780,f // EmmmaaV[]r==3<,f // Eaxis_oldBDa[]r=={ 30,f // Eaxismaaf // axisf // ER 1m80,2m80,-3}aaxis_old Eaxisf ;aaxis_old.normalize(ymaDaxis Eaxisf ;aaxis.normalize(ymaaf // anglhh3 1.3333333333333333333333maD f _old" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtmm_old.rotUNg(Eanglh,axis_old )<<}top(ymaD f _new" )BDfMPize_t ias_0; ia< iterUNI ]s; ++i AeRtmm.rotUNg(Eanglh,axis )<<}top(ymaa}tcoDaal>e)BDa } 00064ma flf=DDaal>_perfn=00024 00000000564 12002261451 017652 04771624u(AMr00eile(AMff000000 000000 clude "p0rattestMATRIX_COMPARE_PERFpace_vmmlo3( class cublas_dMATRIX_COMPARE_PERFpace_vmmlo3( est( 3(]p/ performancef cublas_dgemm_test()_: p0ra ma flf=DDaal>_perfn=000ip ic1nn,operformancef cuura CUBLAS"outh_TEMvoid ma flf=DDaal>_perfn=000ot//ibtor4.0/tests/cutensor_tests.cpp00064ma flfpseudoinver(gn=00024 00000005140 12002261451 017640 01466247u(AMr00eile(AMff000000 000000 st( 3(]p/ ma flfpseudoinver(gn=0002las_d 3(] sd_ve(kfidfa_test;fpseudoinver(gor3 c2l 3(] sd_ves< t3_i ( 3(] sd_vestdint.hc2l 3,o4, float => t3;f f /ma flfpseudoinver(gn=000fensor3(] t3.fill_ancrea(T(g_v d_l2, =000i1 (orthogonal! ata_-o_cef float A80,>n.3150,pinv_ata_1BD ata_-o_cef floa4 A6a;>n.3150,pinv_a_ata_1BD =DData;_pseudoinver(g<,pinv_ata_150,=DData;_pinvBD pinv_ata_15inataBD >n.315 f blas_dan.6148, n.9056l )_1270, n.91388, 0.449n.315a975l )_27555,(]14698, 0.957c, n.96474, n1576, n.97068, 0.9572, n.4857, n.8003, 4.14198, 0.4231, n.9155,(]7922, n.9816, 0.4555,(]0355,(]8869l n.9340>tr inata2, ef1445,f1445 + 24)BD pinv_a_ata_15pseudoinver(gncontrolBD >n.315 f 3// ERt}4.187956, n.504055,(]329735760,>9853,of, 291456l )_21236ralral_b19669of, 25719555,(]159731, n.2727274, n6750 cp::m758368626,o, 24288 cp::m24872n.3 4.0862.1 n.351487,on.5179076, n.294916551, n.1703274, n27d56l )_1269 8of, 2932656l )_1390898,)_610191igs, pseudoinver(gncontrol2, ef14453,f14453 + 24)BD D pinv_ata_15pseudoinver(gn=sansc nvdBD =DData;_pinv(5inata,5pseudoinver(gn=sansc nvd )BD pinv_a_ata_15pseudoinver(gq",esansc nverpseudoinver(gn=sansc nvd )BD ix*multpseudoinver(gncontrol2 (_ , spseudoinver(g,s1e-4 )BD ix, =000i2 (non-e M=N",e(k=sansc nv! ata_-o_cef floa4 A80,>n.3150,pinv_ata_2BD =DData;_pseudoinver(g<,pinv_ata_250,=DData;_pinv2BD pinv_ata_25inata2BD >n.315 f 2// ER 1.3 4.046814l -n.2182478, 4.077803626,o, 2446814l 1.3 4.30778., ::m181625626,o, 2182478, 4.30778., 1 n.3035t3,4626,o, 20778036 ::m1816256n.3035t3,46 1>tr inata22, ef14452,f14452ricy61.filpinv_ata_25pseudoinver(gncontrol2BD >n.315 f 4blas_da1.5839l n.95048,)_62834, n2735, 0.95048,1.75,(]7262l n.3543. )_62834, n7262l 1.35t3l )_131ralral_b2735760,3543. )_131ra 1.0819fills, pseudoinver(gncontrol22, ef14454,f14454ricy61.filfilpinv_ata_25pseudoinver(gn=sansc nvd2(,pinv_ata_2::IDENTITY )BD =DData;_pinv2(5inata2,5pseudoinver(gn=sansc nvd2 1.filpinv_ata_25pseudoinver(g2q",esansc nverpseudoinver(gn=sansc nvd2 )BD ix*multip ic1npseudoinver(gncontrol22 (_ , spseudoinver(g2,s1e-4 ))BD ix, FIXME: , n.0 i_ceultiplyultIdentitycef fl ix dtrixokAERt}, whdl1, 12l e!e(kfupseudo inver(gq(ROWS50,COLS)p(lefqqymatrm 1656 ";<< oAe endl;<< t3_iii ] << oAe endl;(] lo1, 12l e!e(kfupseudo inver(gq(ROWS50,COLS)oatT(g poeuu1TTMl;(] loinatai1 isoatT(g poeuu1TTMf finatai(g poeuu1TTMl;(] loinver(gq1, 12l 1rck } foatT(g poeuu1TTMf fpseudoinver(gncontroli(g poeuu1TTMl;(] loinver(gq1, 12l 1risoatT(g poeuu1TTMf fpseudoinver(gq(g poeuu1TTMl;(] loinatai2 isoatT(g poeuu1TTMf finata2i(g poeuu1TTMl;(] loinver(gq1, 12l 2rck } foatT(g poeuu1TTMf fpseudoinver(gncontrol2i(g poeuu1TTMl;(] loinver(gq1, 12l 2risoatT(g poeuu1TTMf fpseudoinver(g2i(g poeuu1TTM<< oA=> t3fck srand(2006 ;f t3f.fill_ra_l2, els50,rowsD ata_-o_cef floa4 A6a;>n.3150,pinv_ata_3BD ata_-o_cef float A80,>n.3150,pinv_a_ata_3BD filpinv_ata_3finata3tr inata32, ef1445,f1445 + 24)BD D =DData;_pseudoinver(g<,pinv_ata_350,=DData;_pinv3BD filpinv_ata_3fpseudoinver(gn=sansc nvd3BD =DData;_pinv3(5inata3,5pseudoinver(gn=sansc nvd3 1.fill(2 ;pinv_ata_3fpseudoinver(g3ncontrolBD >n.315 f 6// ERt}4.51102137565612774, n1.862982523]4151am::m29579371391296, 4.52>988595n9031r8, 4.6840900860496521.3 4.0743495881557465658, 1 =>6723353632762,19 n.20621934533119, 4.7330267071723938 n.35148,89934493469of, 215809275209e0+ 2on.5345387,607780457626,o1.57107,113851am::m9367d5643615225,(]3191587626934052tm-.609735363073589325l -n.606n.62625579835tm-.604424500837922096,t, 1 =>7513310156822206, 48977078,o51493835l -n.1227de1_0r9oa,4,l -n.594468969>c528085,(]795t>591e0+6865,oflo3613623776707458 fills, pseudoinver(g3ncontrol2, ef14456,f14456 + 24)BD D *mult(pseudoinver(g3ncontrol2 (_ , spseudoinver(gn=sansc nvd3,s1e-6)!; ix dtrixokAERt}, whdl1, 12l e!e(kfupseudo inver(gq(COLS50,ROWS) p(lefqqymatrm 1656 ";<< oAe endl;<< t3_iii ] << oAe endl;(] lo1, 12l e!e(kfupseudo inver(gq(COLS50,ROWS)oatT(g poeuu1TTMl;(] loinatai3 isoatT(g poeuu1TTMf finata3T(g poeuu1TTMl;(] lopinvq1, 12l 3 =sansc nvd ck } foatT(g poeuu1TTMf fpseudoinver(g3ncontroli(g poeuu1TTMl;(] lopinvq1, 12l 3 =sansc nvd isoatT(g poeuu1TTMf fpseudoinver(gn=sansc nvd3 (g poeuu1TTM<< oA=> t3fck srand(2006 ;f t3f.fill_ra_l2D D *multes s; 4.ll_00064ma flfpseudoinver(gn=00024 00000000564 12002261451 017652 0626251u(AMr00eile(AMff000000 000000 clude "p0rattestMATRIX_PSEUDOINVERSEpace_vmmlo3( class cublas_dMATRIX_PSEUDOINVERSEpace_vmmlo3( est( 3(]p/ ic:f cublas_dg 3(] sd_vestdl; t3;fma flfpseudoinver(gn=000ip ic1nn,oT(dgemm) u(T(g CUBLAS"_Cma flfpseudoinver(gn=000sd_veruol ;f f _1, 12l pseudoinver(gq;f pace_vmmlPLma flfpseudoinver(gn=00000064ma flf=00024 00000005140 12002261451 017640 074021071u(AMr00eile(AMff000000 000000 st( 3(]p/ ma flf=00023(] sd_ve(kfidfa( , e_test;ruol ( 3(] sd_ve(kfidfaa[]r==(r3 c2l 3(] sd_ves< t3_i (l 3,o4, float => t f ma flf=000fensor3({mPL,oT",es s; ef floa23730,f // Em0BDf // f blas_da1,a23730,5tm,l 6}iterUN== cet_dataeRtm, 12l 123730,f // Em_corr[]rBm_corr[]r(a0,a0ace T",1;m_corr[]r(a0,a1ace T",2;tm_corr[]r(a0,a2ace T",3;m_corr[]r(a1,a0ace T",4;m_corr[]r(a1,a1ace T",5;m_corr[]r(a1,a2ace T",6;m02, ef1445,f1445 + 6 ymaDPL,oT",m0,etrm_corr[]rBDtrix*<< AeRtm, 12l 1.3780,f // Em_c2;tm_c2(a0,a0ace TT",1;m_c2(a0,a1ace TT",2;tm_c2(a0,a2ace TT",3;tm_c2(a0,a3ace TT",4;tm_c2(a1,a0ace TT",5;tm_c2(a1,a1ace TT",6;tm_c2(a1,a2ace TT",7;tm_c2(a1,a3ace TT",8;tm_c2(a2,a0ace TT",9;tm_c2(a2,a1ace TT",10;tm_c2(a2,a2ace TT",11;m_c2(a2,a3ace TT",12;tm_c2(a3,a0ace TT",13;tm_c2(a3,a1ace TT",14;tm_c2(a3,a2ace TT",15;tm_c2(a3,a3ace TT",16;ttf // m2_ f blas_tda1,a23730,5tm,l 6, 5,85,ra 10,a11,a12,a13,a148,1,l 16}m, 12l 1.3780,f // Em2;tm22, efm2_ f ,fm2_ f ricy6,oT",m2,etrm_c2//poeuucourix*Cm2i(g poeuu1TTM<<//poeuucourix*Cm_c2T(g poeuu1TTM<<}t, whdliterUN== cet*(lefqymaa}ttttm02, ef1445,f1445 + 6 ymat=000ioperUNor== /ioperUNor !=eRtfill_ancrees s; 4.ef floa23730,f // Em0_copy; 4.e02, ef1445,f1445 + 6 yma4.e0_copy2, ef1445,f1445 + 6 yma4.,oT",m0,etrm0_copy; 4.trix*<< Ae ] t3..,oT",!ix*m0,!trm0_copy3f.fill_ra, whdloperUNor==,ioperUNor!=p(lefqymatrtrix*";<< Ae ] t3..oAe endl;<< t3_iii ] << oAe endx*Cm0dx*Cm0_copy3(g poeuu1TTM<< oA3fck srand(2006 ;f t3f.fill_r} t=000i (_ eRtfill_ancrees s; 4.ef floa23730,f // Em0_copy; 4.e02, ef1445,f1445 + 6 yma4.e0_copy2, ef1445,f1445 + 6 ymam0(a0,a0ace+= 4.66666665;tfill_aper_,oT",m0,etrm0_copy; fill_eq_,oT",m02 (_ , sm0_copy, 4.6666661qymatrtrix*";98850388, .57752579999999997806270356142676581.3684200999999998607299221446788, 1.}v_corr[]r_resultas_vResultf maa..,oT",v_result2 (_ , sv_corr[]r_result,s1e-12Tymaa, whdl1, 12l * s[]r== eultiplicUNI ]p(lefqymatrix*!*<< AeRt(.flagsers();<< "covam(sT_hrrUN( ss.sttttt loA "dx*Cesansformq_hrrUN( ss.sttttt lovrUN( ss.sttttt"dx*Cv (] log_hrrUN( ss.sttttt lov_resultasttttt"dx*Cv_resulta(] log_hrrUN( ss.sttttt locorr[]raresulta"tx*Cv_corr[]r_resulta(] log_hrrUN( ss.sttttt lpoeuu1TTM<<loth_TEMP}aa} t=000i_test;4x4 * s[]r==3 eultiplicUNI ]eRtfill_ancrees s; ef floa.3780,f // Eesansformf // esansformf // EeRt0.4555l )_2769.3150941, n.n3876580.171,oflo046,oflo317,on.53862l 80.7060.315a979l n.950,oflo7655l 80,0,0,1D}esansformq",esansformf a[]r=={ 30,f // Evf // vf // ER :m1869.31548r8, 4.4d56}v EvDf ; aa[]r=={ 30,f // Ev_resultv_resultas_esansformq*Evaa[]r=={ 30,f // Ev_corr[]r_resultf // vResultf // eR , 1.145007073026>98850388, .57752579999999997806270356142676581.3684200999999998607299221446788, 1.D}v_corr[]r_resultas_vResultf maa ..,oT",v_result2 (_ , sv_corr[]r_result,s1e-12Tymaa, whdl1, 12l4x4 * s[]r==3 (ce4x4 * s4 sv3.xyza 1.0 eultiplicUNI ]p(lefqymatrix*!*<< AeRt(.flagsers();<< "covam(sT_hrrUN( ss.sttttt loA "dx*Cesansformq_hrrUN( ss.sttttt lovrUN( ss.sttttt"dx*Cv (] log_hrrUN( ss.sttttt lov_resultasttttt"dx*Cv_resulta(] log_hrrUN( ss.sttttt locorr[]raresulta"tx*Cv_corr[]r_resulta(] log_hrrUN( ss.sttttt l"ft"dx*Cv_resulta-Cv_corr[]r_resulta(] log_hrrUN( ss.sttttt lpoeuu1TTM<<loth_TEMP}aa} t #tre "pIB_SAFE_ACCESSORS *multes s; 4{ ef floa3,a2a>_mBD trye ] t3..m2ar(a3,a2acBD .,oT",a(T(g_v dl_racUNch(...Ae ] }D trye ] t3..trix*<< A m2ar(a1,a1ac; 4.l_racUNch(...Ae ] D .,oT",a(T(g_v dl_ratrye ] t3..trix*<< A t3.. t3.. m[ 3 ][ 2 ]BD .,oT",a(T(g_v ddl_ral_racUNch(...Ae ] }D , whdlsafe access==sr(debug,opNI ])p(lefqymat} getSubMtest;eRtef floa23730,f // E m_src;f // m_src_ f blas_da1,a23730,5tm,l 6}e_srcT",m_src_ f ; ef floa13720,f // E,m_submaam_src2get_sub_ef fl(,m_sub,a1,a1ac; aef floa13720,f // Eresultf // res_ f blas_da5, 6}resultas_res_ f ; aPL,oT",m_subT"",result, whdlget_sub_ef fl()p(lefqymat} aRtef floa23730,f // E m_src;f // m_src_ f blas_da1,a23730,5tm,l 6}e_srcT",m_src_ f ; tef floa23720,f // E,m_submaf // m_sub_ f blas_da5,85,ra 0}e_subT" m_sub_ f ; te_src2set_sub_ef fl(,m_sub,a0,a1ac; aef floa23730,f // Eresultf // res_ f blas_da1, 5,85,45,ra 0}resultas_res_ f ; aPL,oT",m_srcT"",result, whdlset_sub_ef fl()p(lefqymaa} 1, 12l inver(I ]mfMP 2x2eRtfill_ancrees s; ef floa23720,f // EM,EM_inver(g,sM_inver(g_corr[]rBf // M1445blas_#tri1D{ 1m, 3., 4. 2.}#1656eRt.61482+68639317893634910205946653, _126986816293560551532728823,t.90579193707561922455a84868488484l .91337585613901939323933927979D}#1Mas_M1445; f // M_inver(g_corr[]r_ f blas_t#tri1D{ ::m2on.53, 4.4l -n.1}#1656eR 1.45181864646601823940136455348765-.20184661818884985784450236678822,t37763942522887906999858387280, 1m2950101881184490789778227641364D}#1M_inver(g_corr[]ras_M_inver(g_corr[]r_ f ; M.inver(g(EM_inver(g )BDD,oT",M_inver(g =s_M_inver(g_corr[]r_v d, whdl1, 12l inver(I ]mfMP 2x2ef fces,efximumsa tensop(lef,ees sqymatrix*!*<< AeRt,oT",M_inver(g2 (_ , sM_inver(g_corr[]r,s1e-15acBD ., whdl1, 12l inver(I ]m2x2, tolerhhhh:s1e-15.p(lefqyma}atrix*!*<< AeRa...oAe endl;<< t3_iii ] << oAe ent lo1, 12l Ma"dx*CMdt loinver(gq( e!e(kfd)"dx*CM_inver(gqt loinver(gq( err[]r)"dx*CM_inver(g_corr[]rat lo fs "dx*CM_inver(gq-CM_inver(g_corr[]rat lpoeuu1TTM<< oA3fck srand(2006 ;f t3f.f}a}at 1, 12l inver(I ]mfMP 3x3,tRtfill_ancrees s; ef floa3,a3 EM,EM_inver(g,sM_inver(g_corr[]rBf // M1445blas_{,85,1l 6, 3tm,l 5,45,ra 2}M2, efM1445,fM1445 + 9qymaaf // M_inver(g_corr[]r_ f blas_tR _1482222222222222222222222222222265-.14444444444444444444444444444444l .63888888888888888888888888888889e-1,t -.61111111111111111111111111111111e-1, .22222222222222222222222222222222e-1, .10555555555555555555555555555556,t -.19444444444444444444444444444444e-1, .188888888888888888888888888888898,-.10277777777777777777777777777778}aM_inver(g_corr[]r2, efM_inver(g_corr[]r_ f ,sM_inver(g_corr[]r_1445 + 9qymaaM.inver(g(EM_inver(g )BDD,oT",M_inver(g =s_M_inver(g_corr[]r_v d, whdl1, 12l inver(I ]mfMP 3x3,ef fces,efximumsa tensop(lef,ees sqymatrix*!*<< AeRt,oT",M_inver(g2 (_ , sM_inver(g_corr[]r,s1e-15acBD ., whdl1, 12l inver(I ]m3x3, tolerhhhh:s1e-15.p(lefqyma}atrix*!*<< AeRa...oAe endl;<< t3_iii ] << oAe ent lo1, 12l Ma"dx*CMdt loinver(gq( e!e(kfd)"dx*CM_inver(gqt loinver(gq( err[]r)"dx*CM_inver(g_corr[]rat lpoeuu1TTM<< oA3fck srand(2006 ;f t3f.f}a}at 1, 12l inver(I ]mfMP 4x4 tRtfill_ancrees s; ef floa.3780,f // EM,EM_inver(g,sM_inver(g_corr[]rBf // M1445blas_{,17., 24. 1m, 8., 23., 5., 7., 14. 4. 6., 13., 20., 10., 12., 19., 21.}M2, efM1445,fM1445 + 16qymaaf // M_inver(g_corr[]r_ f blas_{ :5.780346820809248e-036 4.9625424633170e-0265-4.611027123165852e-026593997332148622e-0265t 4.277456647398844e-0265-3.797243219298537e-0265-1.01378n903957314e-0265867496665184526e-0265t -3.93635838150288e-0265-1.333926189417519e-0265-1.333036905291240e-01,a1.5a8225878168074e-01,at 1.387283236r94219e-02651.01378n903957314e-026593108048021343e-01,a-1.066251667407737e-01}aM_inver(g_corr[]r2, efM_inver(g_corr[]r_ f ,sM_inver(g_corr[]r_1445 + 16qymaaM.inver(g(EM_inver(g )BDD,oT",M_inver(g =s_M_inver(g_corr[]r_v d, whdl1, 12l inver(I ]mfMP 4x4 ef fces,efximumsa tensop(lef,ees sqymatrix*!*<< AeRt,oT",M_inver(g2 (_ , sM_inver(g_corr[]r,s1e-9acBD ., whdl1, 12l inver(I ]m4x4, tolerhhhh:s1e-15.p(lefqyma}atrix*!*<< AeRa...oAe endl;<< t3_iii ] << oAe ent lo1, 12l Ma"dx*CMdt loinver(gq( e!e(kfd)"dx*CM_inver(gqt loinver(gq( err[]r)"dx*CM_inver(g_corr[]ra_hrrUN( ss.sttttt l"ft"dx*CM_inver(gq-CM_inver(g_corr[]rt lpoeuu1TTM<< oA3fck srand(2006 ;f t3f.f}a}aD, ef.... AeRtfill_ancrees s; af // mf // ER :,a1,a23730,5tm,l 6, 5,85,ra 10,a11,a12,a13,a148,1,} ef floa.3780,f // Em4x4ef floa.3780,f // Em4x4Ce4x4CT",mDf ; e4x42, efmD445,fmD445 + 16,ees sqymaD,oT",e4x4 ==Em4x4Ce4x4CT",esansc nverm4x4CTc; ae4x42, efmD445,fmD445 + 16,ea(T(g ymaa,oT",m4x4 ==Em4x4C, whdlset(iterUN==_r,sfill_) p(lefqymaa}tt=000idir[]rasumeRtef floa23710,f // Eupper_lefrBf // ul_ f blas_da1,a2}upper_lefras_ul_ f ; aef floa23730,f // Elower_righrBf // lr_ f blas_da3tm5tm,l 6, 5,8}lower_righras_lr_ f ef floa.3780,f // Eresultef floa.3780,f // Ecorr[]r_resultf // corr_res_ f blas_dt1,0,0,0,t2,0,0,0, 80,3tm5tm,l 80,6, 5,8}corr[]r_resultas_corr_res_ f ; aresult2dir[]r_sum(upper_lefr,lower_righraymafill_ancreresultas",corr[]r_result, whdldir[]r_sump(lefqyma}tt=000ideterminantseRtef floa23720,f // E,m22ef floa33730,f // E m33ef floa.3780,f // EEm44; af // f blaseRt1,2,0,0,t2,1,2,0,80,2,1,2,80,0,2,1f}; ae442, ef1445,f1445+y6e442get_sub_ef fl(,m33e332get_sub_ef fl(,m22Tymaaf // idet44T",m44.det(ymaf // et33=e332det(ymaf // et22q",m222det(ymaafill_ancredet44T"= 5.0Tic1 et33== -7.0Tic1 et22,etr-3.0, whdldeterminantmfMP 2x2, 3x3,and 4x4 ef fcesp(lefqyma}t =000iconvoluNI ]e4{ ef floa.3780,in150,1445; 4.in15=000_ f blas_dt1,23730,5tt,l 6, 5,85,t95,85,7l 6, t,l 4,a3,a2a} ef floa33730,in150,kernel; 4.in15=000_kernel// ERt}1,23730,t}5tm,l 6, t}5,85,ra} _l2f445 =5=000_ f kernel =5=000_kernel; 4. f .convolve(kernel)BD ixef floa.3780,in150,corr[]r_resultin15corr_res_ f blas_dt15ra 19237235,265tt2 cp296, 243. 290, 8273. 250 A217a 196, t251am1r8, 153, 126}corr[]r_resultas_corr_res_ f ; 3.fill_ancref445 =",corr[]r_resultra, whdlconvoluNI ]p(lefqymat} aaadtfill_ancrees s; ef floa.3780,f // Emidentity( eTymaaa[]r=={ 30,f // EEv//f // scale// ER 1m.315a.315a}e.a _rotUNg_l(,2.3//m.scale( scaleTymaa#tri0atrix*is_c nitive_ clasiNg(Em eRta}a#1oAe endl;n.31_t norm_, n.0 = 2220907220343745223090082 >n.31_t normcref445_2.frobenius_norm(yma4.,oT",normcr= norm_, n.0; 4.trix*<< Ae ] D ., whdl1, 12l frobenius normp(lefqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endt ;( lo1, 12l frobenius norm: ck } foatT(g norm_, n.0 lo isoatT(g normc lpoeuu1TTM<< oA3fck srand(2006 ;f t3f.fill_r} Rt, =000ikh, 12-rao1, 12l produ]rt ef floa33780,in150,lefrB ef floa.3780,in150,righrB4.ef floa123780,in150,kh, 12_raoB4.ef floa123780,in150,kh, 12_rao_, n.0; 4.tn15 f _lefrblas_dt}1,23730,4626,o,l 6, 5,85t6,o95,10,a11,a12 }; 4.tn15 f _righrblas_dt}1,23730,4626,o,l 6, 5,85t6,o95,10,a11,a12626,o13,a148,1,l 16}oA3efras_ f _lefroArighras_ f _righrBD ixtn15 f _kh, 12_raoblas_dt}1,4,9,16626,o,l12621,325t6,o9520,33,48626,o13,28,45,64626,o,l12621,325t6,o25,36,49,64626,o45,60,77,96,t, 165,84,10,l1285t6,o9520,33,48626,o45,60,77,96,t, 181,100l121,144626,o117a140l165,192}oAkh, 12_rao_, n.0as_ f _kh, 12_raoB4.oA3efr.kh, 12_rao_produ]r(,righr,,kh, 12_rao )BD ix*multkh, 12_rao ==,kh, 12_rao_, n.0; 4.trix*<< Ae ] D ., whdlkh, 12-rao1, 12l produ]r p(lefqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endt ;( lokh, 12-rao1, 12l produ]r: ck } foatT(g poeuu1TTMf ;(] lpoeuu, a tenso(24)T(g kh, 12_rao_, n.0a(g poeuu1TTMf ;(] l" isoatT(g poeuu1TTMf fkh, 12_rao lpoeuu1TTM<< oA3fck srand(2006 ;f t3f.fill_r} Rt, =000ikronn.0er produ]rt ef floa33780,in150,lefrB ef floa.3780,in150,righrB4.ef floa123716,ein150,kronn.0erB4.ef floa123716,ein150,kronn.0er_, n.0; 4.tn15 f _lefrblas_dt}1,23730,4626,o,l 6, 5,85t6,o95,10,a11,a12 }; 4.tn15 f _righrblas_dt}1,23730,4626,o,l 6, 5,85t6,o95,10,a11,a12626,o13,a148,1,l 16}oA3efras_ f _lefroArighras_ f _righrBD ixtn15 f _kronn.0erblas_dt}1,23730,46 23780,65,85,30,65,9,a123780,8,a123716,26,o,l 6, 5,85,10,a12,a148,168,1,l 18 A21, 24, 20, 24, 285,325,t6,o95,10,a11,a12,a18, 20, 22, 24, 25,30,33373637363740l 44l 48626,o13,a148,1,l 165,26, 285,305,325,395,423785l 486 5,of56l 60.364, t6,o,l 10,a15, 20, 6,a12,a18, 24, 5,148,21, 285,85,16, 24, 325,t6,o25l 305,353740l 305,365,4237885,3537423789of56l 40l 48of56l 64, t6,o85l 50 A55l 60.357, 60.366, 2l 63,a70, 75,84, 2l 80, 885,r6, t6,o656570, 75l 80, 785,84, 90, r6, 69l r8, 106, 112,a1048,112,a120,a1285t6,o95,18, 25,36l 10,a20l 305,40,a11,a22, 333744l 12, 24, 365,48626,o45,357, 63, 2l 50 A60.370, 80 A55l 66, 75,88 A60.3725,84, 96,t, 181, 90, r95,108, 90, 100la110,a120,ar95,110,a121,a1325,108, 120,a1325,144626,o117a 126,a1355,1446a130,a140,a150 A160,a143,a1548,1655,1768,1,68,1 8of180 A192}oAkronn.0er_, n.0as_ f _kronn.0erB4.oA3efr.kronn.0er_produ]r(,righr,,kronn.0er )BD ix*multkronn.0er ==,kronn.0er_, n.0; 4.trix*<< Ae ] D ., whdlkronn.0er 1, 12l produ]r p(lefqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endt ;( lokronn.0er 1, 12l produ]r: ck } foatT(g poeuu1TTMf ;(] lpoeuu, a tenso(24)T(g kronn.0er_, n.0a(g poeuu1TTMf ;(] l" isoatT(g poeuu1TTMf fkronn.0er lpoeuu1TTM<< oA3fck srand(2006 ;f t3f.fill_r} Rt, 1, 12l ata_ casrt ef floa23730,>n.3150,ma flf=ta__5; 4.ef floa23730,in150,ma flf=ta__b; 4.ef floa23730,in150,ma flf=ta__b_, n.0; 4. 4.ef flf=ta__5.fill(2.4); 4.ef flf=ta__b_, n.0.fill(2)BD ef flf=ta__b.casr_from(,ma flf=ta__5 )BD ixtrix*ef flf=ta__b_, n.0 ==Emf flf=ta__b Ae ] D ., whdlata_ casr p(les sqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe end l"ata_ casr - 1, 12l ata_ >n.31oatT(g poeuu1TTMf fma flf=ta__5 n.3150, m_rawBD e_raw.fill(0.45692)BD e_raw.ar(a262ce",=>67777; e_raw.ar(1,0ce",=>111111; e_raw.ar(2,0ce",::m23; e_raw.ar(3, 4ce",::m99BD e_raw.ar(0,0ce",::m8; e_raw.ar(2,1ce",=>0; e_raw.ar(3,2ce",=>99B e_raw.ar(1,0ce",=>23BD ef floa.3730,unsigned char50, m_quant; m_quant.zero()BD ef floa.3730,unsigned char50, m_quant_, n.0; ixtn15 f _unsignedblas_d,46 1866 1866 155,1866 1866 r8, 128 A215,a0,a1866 255} e_quant_, n.02, e f _unsigned,5 f _unsigned+12)BD ixfn.315min_valugq",50; ixfn.315max_valugq",-50; ixD e_raw.quantize( m_quant,5min_valug,5max_valugq)BD ixef floa.3730,char50, m_quant_sign; m_quant_sign.zero()BD ef floa.3730,char50, m_quant_sign_, n.0; ixtn15 f _signedblas_d-102655ra 5ra 30,a5ra 5ra -274, 5,8765-125,5ra 127} e_quant_sign_, n.02, e f _signed,5 f _signed +12 )BD ixe_raw.quantize( m_quant_sign,5min_valug,5max_valugq)BD it, dequantizee4 ef floa.3730,>n.3150, m_dequantBD ef floa.3730,>n.3150, m_dequant_sign;D ixe_quant.dequantize( m_dequant,5min_valug,5max_valugq)BD m_quant_sign.dequantize( m_dequant_sign,5min_valug,5max_valugq)BDD ixtrix*( m_quant_, n.0,etrm_quant ) ic1n m_quant_sign_, n.0,etrm_quant_sign ) ic1e_raw. (_ , m_dequant_sign,5=>01) ic1e_raw. (_ , m_dequant,19 nt3f] D ., whdlquantize dequantize" (les sqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(] loquantize dequantizeatT(g poeuu1TTMl;(] loraw isoatT(g poeuu1TTMf fe_rawT(g poeuu1TTMf ;(] l"unsigned quantized isoatT(g poeuu1TTMf fm_quant (g poeuu1TTMl;(] losigned quantized isoatT(g poeuu1TTMf fm_quant_sign (g poeuu1TTMl;(] lodequantized,unsigned isoatT(g poeuu1TTMf fm_dequantT(g poeuu1TTMf ;(] l"dequantized,signed isoatT(g poeuu1TTMf fm_dequant_sign (g poeuu1TTMf ;(] l"min_valugqoatT(g min_valugq lo 1,x_valugoatT(g mfx_valugq lpoeuu1TTM<< oA< oA3fck srand(2006 ;f t3f.filllD }t Rt, number of nonzerosD ixef floa.3750,in150,m_nnzBD m_nnz.fill(2)BD e_nnz.ar(a3,3ace",0; e_nnz.ar(a2,3ace",-4BD ize_t number_nonzerosT",m_nnz.nnz()BD ixef floa.3780,>n.3150,m_nnz2BD e_nnz2.fill(,=>9878)BD e_nnz2.ar(a3,3ace",0; e_nnz2.ar(a2,3ace",-1; e_nnz2.ar(a2,2ace=,lo045; e_nnz2.ar(a1,2ace=,-4.68BD e_nnz2.ar(a0,2ace=,lo00000035; e_nnz2.ar(a0,1 ce=,-4.60000035;D ize_t number_nonzeros2T",m_nnz2.nnz(,lo00001 1.fill(2 ;*mult( number_nonzerosT"=A19 ) ic1nnumber_nonzeros2T"",13)ra, whdlget number of nonzeros" (lefqqymatrD }t Rt, threck ldD ixef floa.3780,>n.3150,m_threckBD e_threck.fill(,=>9878)BD e_threck.ar(a3,3ace",0; e_threck.ar(a2,3ace",-1; e_threck.ar(a2,2ace=,lo045; D e_threck.ar(a1,2ace=,-4.68B e_threck.ar(a0,2ace=,lo00000035; e_threck.ar(a0,1 ce=,-4.60000035;D ize_t number_nonzeros_, n.0as_e_threck.nnz(,lo00001 1.filD e_threck.threck ld(,lo00001 1.filize_t number_nonzerosT",m_threck.nnz()BD ix*multnumber_nonzerosT"=Anumber_nonzeros_, n.0ara, whdlthreck ldl;<" (lefqqymatrD }t Rt, eultiplyupiecewi56e ]D ef floa.3730,>n.3150,mmpBD ef floa.3730,>n.3150,mmp_otherB4.ef floa.3730,>n.3150,mmp_, n.0; 4.mmp.fill(,3 1.filmmp_other.fill(,2 1.filmmp_, n.0.fill( 6 yma4.emp.eultiply_piecewi56(,mmp_other )BD ix*multmmp,etrmmp_, n.0; 4., whdl1ultiplyupiecewi56" (lefqqymatrD }t Rt, columnwi56asume ]D ef floa.3730,>n.3150,m_csmatra[]r=={ 30,>n.3150,summed_colsmatra[]r=={ 30,>n.3150,summed_cols_, n.0; 4.m_cs.fill(,3 1.filsummed_cols_, n.02, ef12 )BD ixe_cs.columnwi56_sum(summed_cols )BD ix*multsummed_cols ==,summed_cols_, n.0; 4., whdlsummed1columns" (lefqqymatrD }t Rt, columnwi56asume ]D ef floa.3730,>n.3150,m; 4.m.fill(,3 1.fil l2f // sumultm.sum_elements()BD f // sum_, n.0as_36BD ix*multsum ==,sum_, n.0; 4., whdlsum elements" (lefqqymatrD }t t Rt, symme fc1covarihhhhhef fle ]D ef floa23780,>n.3150,m_sc; ixfn.315sc_ f blas_da11,a12,a13,a148,21,a22, 23 A24}e_scT",sc_ f ; ]D ef floa23720,>n.3150,m_cov; 4.m_sc.symme fc_covarihhhh(,m_covq)BD ixef floa23720,>n.3150,m_cov_, n.0; 4.>n.315cov_ f blas_da630,a1130,a1130,a2030}e_cov_, n.0as_cov_ f ix*multm_covqetrm_cov_, n.0; 4., whdlsymme fc1covarihhhhhef fl" (lefqqymatrD }t t Rt, set dct (discret/ cosass esansform) valugsD ixef floa.3760,>n.3150,m_d]r_v dm_d]r2set_d]r()BD ixef floa.3760,>n.3150,m_d]r_, n.0; 4.>n.315dc0_ f blas_dt}0.5l )_5l )_5l )_5l )_5l )_5l t}0.653281509876l )_2705980539325,-)_2705980539325,-)_653281509876l -)_653281509876l -)_2705980539325,t}0.5l -0.5l -0.5l 0.5l 0.5l -)_5l t}0.2705980539325,-)_653281509876l )_653281509876l -)_2705980539325,-)_2705980539325,)_653281509876}_v dm_d]r_, n.0as_ ct_ f ix*multm_dct ==,m_d]r_, n.0; 4., whdlset dct coefficients (discret/ cosass esansform)" (lefqqymatr _r} Rt, tsum rows tsum columns ixef floa,l 5,unsigned in150,m1matrunsigned in15m_ f blas_dt}0,a1,a23730,5tm,l 6, }5,85,ra 10,a11,a12,a13, }148,1,l 165,17a 18, 19,a20l }21,a22, 23 A246 255,26, 27l }28 A2ra 30,a51am32, 333734 ills, m12, efm_ f ,fm_1445 + 35 )BD ef floa2l 5,unsigned in1 Em2;t ef floa2l 5,unsigned in1 Em2_, n.0; 4.unsigned in15m2_ f blas_dt}75,ra 11,a13,a155,17a 19l }355,35,395,41,a433785l 47ll(2 ;ls, m2_, n.02, efm2_ f ,fm2_ f ricy4q)BD ixe1.sum_rowsefm2q)BD ixef floa53730,unsigned in1 Em3BD ef floa53730,unsigned in1 Em3_, n.0; 4.unsigned in15m3_ f blas_dt}1,55,ra t}15, 19,a23, }2ra 335,35 }433785,51,26,o,7l 61l 652 ;ls, m3_, n.02, efm3_ f ,fm3_ f ricy5q)BD ixe1.sum_columnsefm3 )BD ix*mult(,m2,etrm2_, n.0 ) ic1nm3== m3_, n.0) BD ix, whdlsum rows/columns" (lefqqymatrD }t } t00064ma flf=0002h 00000005140 12002261451 017640 000470073u(AMr00eile(AMff000000 000000 clude "p____MATRIX_TEST__HPP__ # clasep____MATRIX_TEST__HPP__ l 3(] sd_v"unitf=00023(] sd_ve(kfidfaendl;< (l 3,o4, float => t class ma flf=000 : p /fc1unitf=000> tp /fc: ma flf=000() : unitf=000hdl1, 12l (mxn)" ) {}afill_nsor3; prot[]red:t;class ma flf=000t00064perff=0002c 00000005140 12002261451 017640 0015116513u(AMr00eile(AMff000000 000000 #tri0a_ve(kfidfaib/s[]r==3.h>sd_ve(kfidfacstdib>d_ve(kfidfaeys/time.h>sd=ta_e "p::V[]r==3fa[]3f;d=ta_e "p::V[]r==3da[]3d;d=ta_e "p::V[]r==4fa[]4f;d=ta_e "p::V[]r==4da[]4d;d timeval tf=ime, f=ime;d >n.315get_random() {stUNIc_casr<,f // E( rand t3fD/stUNIc_casr<,f // E( RAND_MAXqyma}avoid t() {srand a1ac; get=imeofday( &tf=ime, 0qyma}aavoid end t {get=imeofday( &f=ime, 0qymauin164_t tT",stf=ime.tv_sec * 10e6ricstf=ime.tv_usecmauin164_t T",f=ime.tv_sec * 10e6ricf=ime.tv_usecmaauin164_t rT", -cstmauin164_t crer/1e6mauin164_t ucrer-csmaapoeuucourix*C"usedatT(g pq lo s,atT(g upq lo us."q lpoeuu1TTM<<}aain15main( in15argc, en00,char* argv ) {st()maend t<<}00064performhhhhf=0002c 00000005140 12002261451 017640 00132157u(AMr00eile(AMff000000 000000 3(] sd_v"performhhhhf=00023(] sd_ve(kfidfaassert.h>sd 3,o4, float => t void performhhhhf=000::newf=000hd en00,oAe endl;<& ) {_, wq loPERFORMANCE TESToatT(g n lo.\n"maf=ime6 ;ft()ma}t void performhhhhf=000::;ft(d en00,oAe endl;<& ) {_, wq ln looatmaf=ime6 ;ft()ma}t t void performhhhhf=000::;fop t {f // secT",f=ime6 get_se ends(yma_, wq lsecT lo se ends.\n"maflasr_=imes.push_back(lsecT)ma}t tvoid performhhhhf=000:: e!eare() {size_t sizeT",flasr_=imes.size(ymaassertize E1ac; f // s1T",flasr_=imes[ize -a1a];f // s0/ s1T",flasr_=imes[izo02ef c55]BD .04stf=imtf=imtf= \nnds.\n"macT)ma t00064performhhhhf=0002h 00000005140 12002261451 017640 0501321657u(AMr00eile(AMff000000 000000 clude "p__ loPERFORMTRIX_TEST__HPP__ # clasep__ loPERFORMTRIX_TEST__HPP__ l 3(] sT",f=i00023ib>d_ve(kfidl;<< dib>d_ve(kfib/s[dl;< (l 3,o4, float => t cl0064performhhhhf=000> tp /n"mavirtuime~0064performhhhhf(n)" ) {}avirtuimeaavill_n,3ace}ataav00::newf=000hd en00,oAe endl;<&;}ataav00::;ft(d en00,oAe endl;<&;}ataav00::;f;02e}ataav00:: e!eazo02efrirT",n00,oodl;<< &or+,ioperU]BD 00,oodl;<< &ors 196, tt(d e0064performhhhhf&e0064performhhhhf_ maxr3(]o(g up0064performhhhhf_.f c52006 ;fqqy_col}or3; prot[]rapAe endl;<< tttttttf c5zo02T",f= cT",f=;rapmatra[]r 30,f //s0/ s1T",fla;red:t;cl0064performhhhhf=000t0qr_de00::is_c onhhhhf=0002c 00000005140 12002261451 017640 06103132111357u(AMr00eile(AMff000000 000000 __ l 3(] sqr_de00::is_c onhhhhf=00023(] sd_ve(kfidfaqr_de00::is_c on=000>(] sd_ve(kfidfaass ma=000>(3ib>d_ve(kfidl;<< d;< (l 3,o4, float qr_de00::is_c onhhhhf::ill_nre() {fill_ancrees s; ts qr de00::is_c on us endmoied gram-schmidtantseRtef floa33730,f /A, Q, Ret(ymaf A5sc_ f blas53935146 2378016142-68,1-4, 23 A-4 -n.1}A n.02,Afm3_ fA[]r_1445 + 9}qr_de00::ise_gram_schmidt(/A, Q, R+ 16qymaaf Q =",cor f blas_dt6./142-69./170, 58./170,as_dt3./142158./170,2-6./170,as_dt-2./1426./ }33./ }; af R =",cor f bla13,a148,-13,ara 170,2-72,0,0,- }; ef floa33730,f /Qc, Rm_src;Qc n.02,Qr(g_corr[Qr(g_cor1445 + 9}Rc n.02,Rr(g_corr[Rr(g_cor1445 + 99}BD fMPiziclx row s_0; ,oiclx umn < 3iclx *<< AeRta[]r=={ 30,f /q roQime6 , _coluiclx *;Rta[]r=={ 30,f /q/ seQcime6 , _coluiclx *;Rtill_aq1nm3qc;i!trix*<<Rtqmul0-]as 1.0ill_aq1nm3qc;1.0}}BD fMPiziclx row s_0; ,oiclx umn < 3iclx *<< AeRta[]r=={ 30,f /4_t Rime6 , _uiclx *;Rta[]r=={ 30,f /e_srRcime6 , _uiclx *;Rtill_an_srcTc;i!trix*<<Rtrmul0-]as 1.0ill_an_srcTc;1.0}}} ix, QR de00::is_c on us endmoied gram-schmidtfces,eimemumsa tensop(lef,ees sqymatri0atrix*!*<< AeRt,ncrees s; f 4, toler 3a]e-9es s; BD fMPiziclx row s_0; ,oiclx umn < 3iclx *<< AeRta[]r=={ 30,f /q roQime6 , _coluiclx *;Rta[]r=={ 30,f /q/ seQcime6 , _coluiclx *;Rt,qer(g2 (_qcm4x4, toler );trix*!*Rtqmul0-]as 1.0,qer(g2 (_qcm4x4, toler );1.0}1.0}BD fMPiziclx row s_0; ,oiclx umn < 3iclx *<< AeRta[]r=={ 30,f /4_t Rime6 , _uiclx *;Rta[]r=={ 30,f /4e_srRcime6 , _uiclx *;Rt,rer(g2 (_rcm4x4, toler );trix*!*Rtrmul0-]as 1.0,rer(g2 (_rc );1.0}1.0} ix, QR de00::is_c on us endmoied gram-schmidtfcx4, toler ]e-9-15.p(lefqymatrix*!*Rtt3..oAe endl;<< t3_iii ]Rt< oAe end loA "Attttt lpoeuu1TTM<<< oAe end Q loA "Qttttt lpoeuu1TTM<<< oAe end Qc loA "Qcttttt lpoeuu1TTM<<< oAe end l"ft"Q -"Qcttttt lpoeuu1TTM<<< oAe end Rft"Rttttt lpoeuu1TTM<<< oAe end Rc loA "Rcttttt lpoeuu1TTM<<< oAe end l"ft"R -"Rcttttt lpoeuu1TTM<<poeuucourrand(2006 ;ftttt lpoeuu1TTM<<}}}() { t0qr_de00::is_c onhhhhf=0002h 00000005140 12002261451 017640 05331321114557u(AMr00eile(AMff000000 000000 clude "p__QR_DECOMPOSITVERSRIX_TEST__HPP__ # clasep__QR_DECOMPOSITVERSRIX_TEST__HPP__ l 3(] sd_v"unitf=00023(< (l 3,o4, float => t clqr_de00::is_c onhhhhf=000 : p /fc1unitf=000> tp /fqr_de00::is_c onhhhhf=000() : unitf=00QR de00::is_c onmxn)" )() {fill_nso3; prot[]red:t;clqr_de00::is_c onhhhhf=000t0qturonn3hhhnserUNhhf=0002c 00000005140 12002261451 017640 013532172657u(AMr00eile(AMff000000 000000 __ l 3(] sqturonn3hhhnserUNhhf=00023ib>d_ve(kfidfaqturonn3hhhnser=000>(] sd_ve(kfidl;<< d;< (l 3,o4, float ; 3./fqturonn3hhhnserUNhhf::ill_nrxr3(]fill_aoT",a(T(g 30,f mumsa t,2ace=,1.0) BD 4f;d=ta_ 30,f T mfx_v;BD 4f;d=ta_ 30,f T dct c;BD 4f;d=ta_hhnser3 floa3 a3 T mfx_v> t3 flf;BD 4f;d=ta_ t3.ef floa3 T dct c //1 flf;BD 4f;d=ta_ t3.ef 2loa3 T dct c //2 flf;BD 4f;d=ta_ t3.ef 2lo13 T dct c //3 flf;BD 4f;d=ta_hhnser3 2loa3 13 T dct c /core flf;BD 4f;d=ta_h3_hooi 2loa3 13 floa3 a3 760,>n.3hooi flf;BD 4f;d=ta_qturonn3hhhnser 2loa3 13 floa3 a3 T5min_valT dct c /turo3 flf;BD BD BD Rt, =[]r_1asr_ lathauwer et al. 210b paper (s<&, =asui_h3_hooihhhhf= T5min_vned,5 T",f // ER :,a1,a23730,5t-146 23-539351,a23-,l 16}t3 flf_h3_ed,5 T",16}t3 ed,5 T",e442, ef T",,, ef T", f sefm2q)BD T dct c ed,5 f1_hooif // ,51,325,-89474111071823 A0.414126630726,a1325,t9836079670651853932999935507035529,a1325,t751100991081575, 4.4l468089027928566 -n.0toriginal1asr_ paper (u1): {325,-89 4.4l41395,t98, 4.4l9999393295195,t4681 16}/1 flf f1_hooi Em3_, n.0;1_hooi Em3_,e442, ef ;1_hooi,, ef ;1_hooi f 6fm2q)BD T dct c ed,5 f2_hooif // ,51,ce=98164248949418195,t99517759320539325,t99517759320539-ce=98164248949418-n.0toriginal1i_paper (u2): ce=98539-ce99525,t99525,t=985 16}/2 flf f2_hooi Em3_, n.0;2_hooi Em3_,e442, ef ;2_hooi,, ef ;2_hooi f 4fm2q)BD T dct c ed,5 f3_hooif //.5l 104303570169393289898869.066216};toriginal1i_paper (u3): {5l 10l 0.5l899 16}/3 flf_f3_hooi Em3_, n.0;3_hooi Em3_,e442, ef ;3_hooi,, ef ;3_hooi f 2fm2q)BD T dct c ed,5 core hooif // -10R 33447424582 1m.315a.23-5.76070556848701 16}core flf core hooi Em3_, n.0core hooi Em3_,e442, ef core hooi,, ef core hooi f 4fm2q)//rT",4.m. , =[]r_2q)BD /1 flf f1_hooi; f1_hooisign.zero()/2 flf f2_hooi; f2_hooisign.zero()/3 flf_f3_hooi;_f3_hooisign.zero()core flf core hooi.0) BD 4uro3 flf/turo3 hooi.0) turo3 hooi.turonn_2 (_t3 ed,5 T",,3hooi flf::_ cl hosvd ;f t3fturo3 hooi.me6 u1( f1_hooif t3fturo3 hooi.me6 u2( f2_hooif t3fturo3 hooi.me6 u3(_f3_hooif t3fturo3 hooi.me6 core( core hooiefm3 )BD ix*f1_hooisr(g2 (_;1_hooi Em3_,, mumsa t,orm(yma4.,_0; ,of2_hooisr(g2 (_;2_hooi Em3_,, mumsa t,orm(yma4.,_0; ,of3_hooisr(g2 (_;3_hooi Em3_,, mumsa t,orm(yma4.,_0; ,ocore hooisr(g2 (_core hooi Em3_,, mumsa tmaxr3BD ixtrix*<< Ae ] D ., Turonn ALS: E(k-(2,.ar(2ap3; ,eic on (s<&, =asuT3_HOOI)tize" (les sqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]Turonn ALS: E(k-(2,.ar(2ap3; ,eic ond isoatT(g poeuu, a te16;ftttt lpoeuu endl;(]U1"maxTck } foatT(g poeuu1TTM;1_hooi Em3_,ftttt lpoeuu endl;(]U1"ned isoatT(g poeuu1TTMf1_hooiftttt lpoeuu endl;(]U2"maxTck } foatT(g poeuu1TTM;2_hooi Em3_,ftttt lpoeuu endl;(]U2"ned isoatT(g poeuu1TTMf2_hooiftttt lpoeuu endl;(]U3"maxTck } foatT(g poeuu1TTM;3_hooi Em3_,ftttt lpoeuu endl;(]U3"ned isoatT(g poeuu1TTMf3_hooiftttt lpoeuu endl;(]core"maxTck } foatT(g poeuu1TTMcore hooi Em3_,ftttt lpoeuu endl;(]core"ned isoatT(g poeuu1TTMcore hooielugq lpoeuu1TTM<< oA TM<< oA3fck srand(2006 ;f t3f.fi BD Rt, number of nonzerosD .filize_t number_nonzeroturo3 hooi.eck.n001 1.filize_t number_nonz2eroturo3 hooi.eck.n4l -);.fill(2 ;*mult( number_nonzerosT6=A19 ) ic1nnumber_nonzeros2T2",13)ra, whdlget number of nonzeros" (lefqqyma}t quaavoluNI 4f;d=ta_730,unsigned cT5min_v1445_24f;d=ta_730,unsigmaxrtlT dct c1445_24f;d=ta_hhnser3 floa3 a3 T mfx_v_2 /t3q flf;BD 4f;d=ta_qturonn3hhhnser 2loa3 23 floa3 a3 T5min_v_a3 T dct c_2 /turo3q flf;BD 4f;d=ta_h3_hooi 2loa3 23 floa3 a3 760,>n.3hooi flf1.0) BD ma}t 4.m. , =[]r_2q)T mfx_v_2 ed,5 hooi 3f // ER , 1538,112, 15325,8t6,o,l 0,a126,o45,32ra 509876}t3q flf_t3 ed,5 hooi 316}t3 ed,5 hooi 3 n.02, e hooi 3, ed,5 hooi 3 f sefqqyma}t3q flf_t3 ed,5 hooi 3_, o n.0; 4.>nf1_min,nf1_max,Mf2_min,nf2_max,Mf3_min,nf3_max,Mcore min,ncore min_mt3fturo3q flf/turo3 hooi 316}turo3 hooi 3.ena,f fm_qify_linea6 ;fqqyturo3 hooi 3.de00::ise(_t3 ed,5 hooi 3,nf1_min,nf1_max,Mf2_min,nf2_max,Mf3_min,nf3_max,Mcore min,ncore min,3hooi flf1::_ cl hosvd ;f t3fturo3 hooi 3., on006produt3 ed,5 hooi 3_, o,nf1_min,nf1_max,Mf2_min,nf2_max,Mf3_min,nf3_max,Mcore min,ncore min nts()BD f rmnverut3 ed,5 hooi 3_, o.rmnvdut3 ed,5 hooi 3 nts()BD f rmnv_d]r_, n.5.392896562454479o045;n.0; 4.>nf_min,nf_min_maxturo3 hooi 3.de00::ise(_t3 ed,5 hooi 3,nf_min,nf_min,Mcore min,ncore min,3hooi flf1::_ cl hosvd ;f t3fturo3 hooi 3., on006produt3 ed,5 hooi 3_, o,nf_min,nf_min,Mcore min,ncore min nts()BD f rmnv2erut3 ed,5 hooi 3_, o.rmnvdut3 ed,5 hooi 3 nts()xr3BD ixt(rmnver= rmnv_d]r_,A19 ) rmnve!inT"= 0) rmnv2er= rmnv_d]r_,A*<< Ae ] D ., l"dequantiTuronn ALS E(k-(2,.ar(2ap3; ,eic ontize" (les sqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(] loquantiTuronn ALS E(k-(2,.ar(2ap3; ,eic ond isoatT(g poeuu, a te16;ftttt lpoeuu endl;(]RMSE"maxTck } foatrmnv_d]r_, l;(],"ned isoatrmnvetttt lpoeuu endl;(]Turonn3"ne d isoatT(g poeuu1TTMturo3 hooi 3elugq lpoeuu1TTM<< oA TM<< oA3fck srand(2006 ;f t3f.()xr3BD BD Rturonn3", on006prooluNI 4f;d=ta_in( T mfx_v_3;NI 4f;d=ta_in( T dct c_345_24f;d=ta_hhnser3 o,l 6,53 T5min_v_3 /t3r flf;BD 4f;d=ta_hhnser3 2loa23730T dct c_3 /t3r core flf;BD 4f;d=ta_ t3.ef 6loa3 T dct c_3 /u1r flf;BD 4f;d=ta_ t3.ef 7loa23T dct c_3 /u2r flf;BD 4f;d=ta_ t3.ef 523730T dct c_3 /u3r flf;BD 4f;d=ta_qturonn3hhhnser 2lo346 23780 6,53 T5min_v_330T dct c_3 /turo3r flf;BD BD BD t3r core flfncore;ncore 4.m._inc;< tp /ffqturonn3hhhnserUNhhf=000() : unitf=00 loquantituronn3hhhnser (R1xR2xR3) x (I1xR1) x (I2xR2) x (I3xR3)mxn)" )(]fill_nsoD BD3; prot[]rqymat:t;clqturonn3hhhnserUNhhf t0quatern onhhhhf=0002c 00000005140 12002261451 017640 0134701511775457u(AMr00eile(AMff000000 000000 __ l 3(] squatern onhhhhf=00023ib>d_ve(kfiodl;<< d;] sd_ve(kfidfaassh=000>(3us endq ;;< (l 3,o4, float 4f;d=ta_quatern on< 760,>n.3quatern ona[]4f;d=ta_quatern on< 30,f /quatern ona[]4 quatern onhhhhf::ill_nre() {quatern on< 30,f /qa1a];f QDsc_ f blas.426.lo3.lo8.}; BD fMPiziclx row siclx um4 < 3iclx *<< AeRtq.n00_arriclx f bQDsc_ riclx fefqyma}ttr+,ioper==/!5_2 =5nantseRtfill_ancrees s; quatern ona qq, qqqes s; qq.n00_arr0 f bqqq.n00_arr0 f b]as 1.0qq.n00_arr1 f bqqq.n00_arr1 f b6as 1.0qq.n00_arr2 f bqqq.n00_arr2 f b3as 1.0qq.n00_arr3 f bqqq.n00_arr3 f b8as 1.0 ixtqqe!inqqq *<< Aeill_aoT",a(T.0 ixt_0; ,o!ixtqqe=inqqq * *<< Aeill_aoT",a(T.0ra, r+,ioper==,r+,ioper!=_sump(lefqyma}tttr+,ioper=_2 =5nantseRtfill_ancrees s; quatern ona tquatern onhhhhf bq(T.0 ixttquatern onhhhhf !inq *<< Aeill_aoT",a(T.0T.0tquatern onhhhhf.iter_oeu(bQDsc_,bQDsc_ f 4(lefqyma ixt_0; ,otquatern onhhhhf !inq *<< Aeill_aoT",a(T.0T.0 T.0ra, r+,ioper=_sump(leT.0}tta[_2 =5nantseafill_ancrees s; quatern ona qq(nq * 1.0 ixtqe!inqq *<< Aeill_aoT",a(Ts s; quatern ona t(as.426.lo3.lo8(lefqyma ixt_0; ,oqe!int *<< Aeill_aoT",a(Ts s; a[]r=={ 30,f /xyzet(ymaf xyzDsc_ f blas.426.lo3.}; xyz bxyzDsc_(T.0T.0quatern ona s(bxyzlo8(lefqyma ixt_0; ,oqe!ins *<< Aeill_aoT",a(T.0 Rt ef floa33730,f /et(ymaf Dsc_ f blas.420.420.420.420.42s.420.42-s.420.}; = Dsc_es s; quatern ona uxtrixes sqymatri0atu.w=00!;*musq:;f2. * /2. * *<< AeRt,oT",a(T.0}}tu.x=00!;*- rand/usq:;f2. * * *<< AeRt,oT",a(T.0}}tu.y=00!;*0 ||tu.z=00!;*0 *<< AeRt,oT",a(T.0}}ra, whd006proors_sump(lefT.0twhdlNhhf afill_ancrees s; quatern ona qqqes s; qqq n.0 (as.426.lo3.lo8.* 1.0 ixtqqqe!inq *<< Aeill_aoT",a(T.0T.0; 4., whd(bx,y,z,w )_sump(lefqyma}ttabnantseRtfill_ancrees s; ixtq.abn=00!;*sq:;f110.0 * *<< Aeill_aoT",a(T.0 ixtq.squared_abn=00!;*110 *<< Aeill_aoT",a(T.0ra, abn=0, squared_abn=0_sump(leT.0twhdjugate=00Nhhf afill_ancrees s; quatern ona whdj( 2-s.42-6.lo-3.lo8.* 1.0 ixtq.me6 codjugate=00!= whdj!*ill_aoT",a(T.0T.0whdj.codjugate=0 1.0 ixtqe!inwhdj!*<< Aeill_aoT",a(Ts s; ra, whdjugate=0_sump(lefqyma tquatd/uscalarr+,iop onnantseRtfill_ancrees s; quatern ona tes s; t n.02, :,a1,a237es sqymatri0aquatern ona t3es s; t3 n.025,85,30,65,9+ 16qymaaf f b3as 1.0BD f rf b]a/ f16qymaatmul0f(T.0 ixtte!int3!*<< Aeill_aoT",a(Ts s; t n.02, :,a1,a237es sqymatd/= rf(T.0 ixtte!int3!*<< Aeill_aoT",a(Ts s; t n.02, :,a1,a237es sqyma ixtritmu f )e!int3!*<< Aeill_aoT",a(Ts s; t n.02, :,a1,a237es sqyma ixtritm/ rf )e!int3!*<< Aeill_aoT",a(Tqymatri0atri0aD ., l"dtern ond/uscalarr+,iop onn:r+,ioper*, /,mul, /=_sump(lefqymaantseRtfill_ancrees s; s s; quatern ona qq 1.0qq.n.02,,65,85,301+ 16qymaaquatern ona qpqq 1.0qpqq.n.02, 9.lo9.lo9.lo9. es sqymatri0a+, +=1.0 ixtqe+tqqe!inqpqq *<< Aeill_aoT",a(T.01.0qq +=bq(T.0 ixtqqe!inqpqq *<< Aeill_aoT",a(T.0ymatri0a-lo-=1.0qq.n.02,,65,85,301+ 16.0 ixtqpqq - qqe!inq *<< Aeill_aoT",a(T.01.0qpqqo-= qq 1.0 ixtqpqq !inq *<< Aeill_aoT",a(Ttri0a*,mul1.0qq.n.02,2lo346 231+ 16.0quatern ona q2( floa3 1237es sqymaquatern ona p bqqmu q2 sqymaquatern ona pC(g_cor( 85,16, s5393,9+ 16.0 ixtp !inpC(g_cor *<< Aeill_aoT",a(Ttri0ap bqq;tri0ap ul0q2 sqyma ixtp !inpC(g_cor *<< Aeill_aoT",a(Ttri0aD ., l"dtern ond/ul"dtern ondr+,iop onn:r+,ioper+, -lo*, +=lo-=,mul_sump(lefT.01.0}ttRtfill_ancrees s; s s; quatern ona qq2, :,a1,a237es sqymaquatern ona q2( -630,5t-3,a1es sqymatri0aa[]r=={ 30,f /v bqq.cros (_q9+ 16qymaaa[]r=={ 30,f /v02, :,a1,aes sqymaa[]r=={ 30,f /v1( -630,5t-3es sqymatri0atv !inv0.cros (_v1 * *<< Aeill_aoT",a(T.0tri0ara, wros 12l prod(==3d bquatdxbquatd)._sump(lefqyma}t #t Quatern ona rquatern onhhhhf(o8./110.42-s./110.42-6./110.42-3./110.(lefq ixt_quatern on.invass)e!inrquatern onhhhhf maxr3(]oeuucourihhhf: Quatern on::_ vass)efailed!isoatoeuu1TTM<<failed=0 1.0asseme, 0tr _r} ixttquatern onhhhhf.dotxt_quatern on )e!in40.(laxr3(]oeuucourihhhf: Quatern on::dotxtquatern on )efailed!isoatoeuu1TTM<<failed=0 1.0asseme, 0tr __r}::V[]r==3d:V[]hhhhf(o-30.42-4.42s8.* 1} ixttquatern onhhhhf.cros (__quatern on )e!in=3d:V[]hhhhf(laxr3(]oeuucourihhhf: Quatern on::cros (_quatern on )efailed!isoatoeuu1TTM<<failed=0 1.0asseme, 0tr _r}::V[]r=yaxis(as.420.420.e, 0tQuatern ona s=3d:V[]hhhhf(o0.42s8.,o-30.42-4.e, 0tQuatern ona resul unitf=0_quatern on.rotate= M_PI /2.f,=yaxis,n=3d:V[]hhhhf(l-);.1} ixtabn= resul unitf.abn=00- s=3d:V[]hhhhf.abn=00)izee-13(laxr3(]oeuucourihhhf: Quatern on::rotate= T, ::V[], ::V[] )efailed!isoatoeuu1T failed=0 1 asseme, 0tr tx*!*<< AeoeuucouriQuatern on: am. , 1d!isoatoeuu1T ncreesr ()ma}0quatern onhhhhf=0002h 00000005140 12002261451 017640 04451511775657u(AMr00eile(AMff000000 000000 clude "p__QUATERNVERSRIX_TEST__HPP__ # clasep__QUATERNVERSRIX_TEST__HP3ib>d_ve(kfidfaquatern on.000>(] sd_ve(ksd_v"unitf=00023(< (l 3,o4, float clquatern onhhhhf 000 : p /fc1unitf=000> tp quatern onhhhhf(000() : unitf=00 ltern onmxn)" ) {}avirtuimefill_nsoTM<<}0idfaen=0002c 00000005140 12002261451 017640 010625151171157u(AMr00eile(AMff000000 000000 ri0a_ve(kfidfadfa=000>(3ib>d_ve(kfidfaendlib>d_ve(kfiodl;<< dib>d_ve(kfib/s[dl;aain15main( in15argc, en00,char* [] Rtef3 idfaen_2 =5na t3..oAe enef3[]r_1= "1.0 3.22.1as.5 6.4 23.5 7.5 15.3b]as";//" 3.22.1as.5 6.4 23.5 7.5 15.3" e "pMef3< 760,>n.3n1 Emfill_am3 n.025ef3[]r_1 16q ixtrix*< token,16t3..oAe encug_cn unoken16BD fMPizi row si < 9 < 3ix*<mai,cug_cn unokenf t3ftoken,imes.push_bacug_cn unokenf t3()m ill_am3 n.025token,* 1} ixtx*!*TMpoeuucourm3elugq lpoeuu1TTtrm 165poeuucourifailed:tT(ef3 poeuft(d en00,oa[]rt3..oAe en>dlmin_vm ) us."q lpoeuu1T /fc: ma3[]r_.clea6 ;fqqill_am3 getSe en25ef3[]r_lo s"* 1} ixtx*!*TMpoeuucourm(ef3[]r_1lugq lpoeuu1TTtrm 165poeuucourifailed:tT(ef3 pgetSe en25.. * us."q lpoeuu1T /fRtef4 idfaen_2 =5na t3..oAe enef4[]r_1= "1.0 3.22.1as.5 6.4 23.5 7.5 15.3b]as 3.22.1as.5 6.4 23.5 7.5 15.3"; e "pMef4< 30,f /m4fqqill_am4 n.025ef4[]r_1 16q ixtrix*<mai,cug_cn unokenf t3ftoken,imes.push_bacug_cn unokenf t3()m ill_am4 n.025token,* 1} ixtx*!*TMpoeuucourm4elugq lpoeuu1TTtrm 165poeuucourifailed:tT(ef4 poeuft(d en00,oa[]rt3..oAe en>dlmin_vm ) us."q lpoeuu1T/fc: ma4[]r_.clea6 ;fqqill_am4 getSe en25ef4[]r_lo :"* 1} ixtx*!*TMpoeuucourm(ef4[]r_1lugq lpoeuu1TTtrm 165poeuucourifailed:tT(ef4 pgetSe en25.. * us."q lpoeuu1T/fRta[2 idfaen_2 =5na t3..oAe ena[2[]r_1= "1.0 3.2"; e "p::V[2< 760,>n.3v2fqqill_av2 n.025a[2[]r_1 16q ixtrix*<mai,cug_cn unokenf t3ftoken,imes.push_bacug_cn unokenf t3()m ill_av2 n.025token,* 1} ixtx*!*TMpoeuucourv2elugq lpoeuu1TTtrm 165poeuucourifailed:ta[2 poeuft(d en00,oa[]rt3..oAe en>dlmin_vm ) us."q lpoeuu1T/fa[2[]r_.clea6 ;fqqill_av2 getSe en25a[2[]r_lo s"* 1} ixtx*!*TMpoeuucoura[2[]r_1lugq lpoeuu1TTtrm 165poeuucourifailed:ta[2 pgetSe en25.. * us."q lpoeuu1T//fRta[3 idfaen_2 =5na t3..oAe ena[3[]r_1= "1.0:3.2:23.3:"; e "p::V[3< 760,>n.3v3fqqill_av3 n.025a[3[]r_lo':'1 16q ixtrix*<mai,cug_cn unokenf t3ftoken,imes.push_bacug_cn unokenf t3()m ill_av3 n.025token,* 1} ixtx*!*TMpoeuucourv3elugq lpoeuu1TTtrm 165poeuucourifailed:ta[3 poeuft(d en00,oa[]rt3..oAe en>dlmin_vm ) us."q lpoeuu1T/fa[3[]r_.clea6 ;fqqill_av3 getSe en25a[3[]r_lo ,s"* 1} ixtx*!*TMpoeuucoura[3[]r_1lugq lpoeuu1TTtrm 165poeuucourifailed:ta[3 pgetSe en25.. * us."q lpoeuu1T/fRta[4 idfaen_2 =5na t3..oAe ena[4[]r_1= "1.0,3.2,5.5555, 9797.7"; e "p::V[4< 30,f /v4fqqill_av4 n.025a[4[]r_lo','1 16q ixtrix*<n.(o0.2342343473405125 *ai,cug_cn unokenf t3ftoken,imes.push_bacug_cn unokenf t3()m ill_av4 n.025token,* 1} ixtx*!*TMpoeuucourv4elugq lpoeuu1TTtrm 165poeuucourifailed:ta[4 poeuft(d en00,oa[]rt3..oAe en>dlmin_vm ) us."q lpoeuu1T/fa[4[]r_.clea6 ;fqqill_av4 getSe en25a[4[]r_lo ,s"* 1} ixtx*!*TMpoeuucoura[4[]r_1lugq lpoeuu1TTtrm 165poeuucourifailed:ta[4 pgetSe en25.. * us."q lpoeuu1T//}0ivd_lapsh__vs_old=0002c 00000005140 12002261451 017640 0411732157u(AMr00eile(AMff000000 000000 ] sd_ve(ksivd_lapsh__vs_old=00023(] sd_ve(kfidfaass ma=000>(ri0a_ve(kfidfaib/s[=000>(3ib>d_ve(kfidfalapsh_=000>(ri0a_ve(kfidfaivd=000>(3i__ # clIB_LAPACK_DEBUG_OUTt.h>sd 3,o4, float => t vivd_lapsh__vs_old::ill_nre( oe(d enPizit,iop onn b]16qymaa00::newf=0sivd old vs lapsh_ ( 30,f mumsa t)"(lefqymaRtef 446 23730,f /A;Rtef 446 23730,f /U;Rtef 446 23730,f /Vt sqymaa[]r 23730,f /sigm_es s; f ADsc_ f bls s; .56782164725221121748234, s; .779167230111165726594, s; .469391058205826396943, s; .79428454068399699649 196,.75854289563039206794e-146s; .93410684229182985838236, .1196950124968427722e-146s; .3112150420448048793176o,l 96,.5395011866660797199937e-146s; .129920487730133690083, s; .3371443988805195, s; .528533135506212725606625 196, t.530797553008972688992628, s; .568823660872192715625108, s; .1621823081932427523815, s; .16564872949978093346275fqyma16qymaaA bADsc_es s; U,2ace=es s; Vt,2ace=es s; sigm_,2ace=ess s; s0::;f"old"(lefqymaaaaa99}BD fMPizi row si < it,iop onn < 3ix*<}RtU bADsc_es s; svde00::ise(_U,sigm_,Vt,lefqymaaaaa}ss s; s0::;f;ss s; #ifcludIB_LAPACK_DEBUG_OUTt s; s0poeuucouriold:/A, U,S,Vt us."q lpoeuu1T s; s0poeuucourAttttt lpoeuu1TTM<<s0poeuucourUttttt lpoeuu1TTM<<s0poeuucoursigm_,tttt lpoeuu1TTM<<s0poeuucourVt,tttt lpoeuu1TTM<< s; U,2ace=es s; Vt,2ace=es s; sigm_,2ace=ess s; s0::;f"lapsh_"+ 16qymaalapsh__svd 446 23730,f /lapsh__svd 99}BD fMPizi row si < it,iop onn < 3ix*<}RtA bADsc_es s; lapsh__svd.00::ute= A, U,sigm_,Vt,lefqymaaaaa}s s; s0::;f;ss s; #ifcludIB_LAPACK_DEBUG_OUTt s; s0poeuucourilapsh_:/A, U,S,Vt us."q lpoeuu1T s; s0poeuucourAttttt lpoeuu1TTM<<s0poeuucourUttttt lpoeuu1TTM<<s0poeuucoursigm_,tttt lpoeuu1TTM<<s0poeuucourVt,tttt lpoeuu1TTM<< s; 00:: e!eazo02} t0ivd_lapsh__vs_old=0002h 00000005140 12002261451 017640 0430321157u(AMr00eile(AMff000000 000000 clude "p__SVD_LAPACK_VS_OLDTEST__HPP__ # clasep__SVD_LAPACK_VS_OLDTEST__HP(] sd_ve(ksd_v"performhhhhf=00023(< (l 3,o4, float => t clivd_lapsh__vs_old 000 : p 0064performhhhhf=000> tp /n"mavirtuimeaavill_n1T//}:t;clivd_lapsh__vs_old=000t0ivd_hhhf=0002c 00000005140 12002261451 017640 062773211637157u(AMr00eile(AMff000000 000000 ] sd_ve(ksivd_Nhhf=00023ib>d_ve(kfidfaass ma=000>(ri0a_ve(kfidfaib/s[=000>(3ib>d_ve(kfidfaivd=000>(3ib>d_ve(kfcassh>(ri0a_ve(kflimitsdlib>d_ve(kfiodl;<< dib>d_ve(kfidl;<< d;(ri0a_ve(kfidfadfa=000>(3(< (l 3,o4, float =fivd_Nhhf::ill_nre() {fill_ancrees() { t3.ef 6lo323730,f /A;Rt t3.ef 6lo323730,f /U;RtRtf ADsc_ f bls s; .81472368639317893634910539 .27849821886706839719338, s; .957662948242945569980538,s s; .905791937075619224550489, s; .546880519204983845838797, s; .485375648722845384191888,s s; .12698686293506055153273, s; .95750683543429798,7498, 4 .818046888880111670889,s s; .9133758569019393076239, s; .96488853519927653135113146s; .14188633862721533596196,s s; .63235924622540951034466539 .157608167754828346570,a1s; .42176o282626274991436333,s s; .975404049994095245779135e-146s; .970592781760615697095318, s; .915735525189067089968376fqyma16RtRtA bADsc_es s; U bADsc_es s; /n"mava[]r=={ 30,f /////Wdiag;Rt t3.ef floa33730,f //Vt sqymasvde00::ise(_U,Wdiag,Vt,lefqymafqymafqyma t3.ef 6lo323730,f / UC(g_cor;Rtf UC(g_corDsc_ f bls s; -.435998653539668934442375, s; .24805251692949872724725, s; -.64190153784174541762297, 4 s s; -.413858526085397582239267, s; .365805126384619969743657, s.90978936345444608038e-146s; s s; -.42543315998805031346654, s; -.51592123582832121709287, 4 .609523103830292567462124e-146s; s s; -.4384880384654696872143046s; .318922843372823172636288, s; .722667517578294060776045, s;s s; -.25434864793286537931749146s; .315487795595138620363684, s; -.2428339480452445512, s;s s; -.4479597736859728830950539 -.58072154709357837187866, 4..3875459976o8539139750737e-146s; fqyma16qymaaUC(g_cor bUC(g_corDsc_16qymaava[]r=={ 30,f /////WdiagC(g_cor;Rtf WdiagC(g_corDsc_ f bfqymatri0a2.65122386125434195136563ER .05972597504600218876192, .782403321995605693928355 fqyma16RtWdiagC(g_cor bWdiagC(g_corDsc_es() { t3.ef floa33730,f //VtC(g_cor;Rtf VtC(g_corDsc_ f bls s; -.52396587, s;.8512357, 4.29282775e-14s s; -.62351537, s;-.40676365, s; .667661524s s; -.58024852, s;-.33157359, s;-.74388884,fqyma16RtVtC(g_cor bVtC(g_corDsc_efqymafqymaill_aUe=inUC(g_cor;Rt ixtx*!*ill_aWdiage=inWdiagC(g_cor;Rt ixtx*!*ill_aVt,2=/VtC(g_cor;RtRt; 4., wingularmin_vnee00::is_c onfces,eumemumsa tensop(lef,ees sRtf 4, toler 3a]e-8;fqymaill_aUsr(g2 (_UC(g_corm4x4, toler );1.0 ixtx*!*ill_aWdiagsr(g2 (_WdiagC(g_corm4x4, toler );1.0 ixtx*!*ill_aVtsr(g2 (_VtC(g_corm4x4, toler );1.0; 4., wingularmin_vnee00::is_c onfcx4, toler ]e-8_sump(lefT.0trix*!*<< Aels s; t3..oAe endl;<< tss1TTM<<sss s; ouriU us."Utttt"\n"s s; ouriU r(g_cor1 us."UC(g_cor ttt"\n"s s; ouriU l"ft"UC(g_cor -"Utttt"\n"s s; ouriWdiageft"Wdiagettt"\n"s s; ouriWdiager(g_corft"WdiagC(g_cor ttt"\n"s s; ouriWdiage l"ft"WdiagC(g_cor -"Wdiagettt"\n"s s; ouriVr1 us."Vr ttt"\n"s s; ouriVr r(g_corft"VtC(g_cor ttt"\n"s s; ouriVr l"ft"VtC(g_cor -"Vr ttt"\n"s s; ourt lpoeuu1TTM<<< oA3fck sss2006 ;f t s; o02}o o}//}0ivd_hhhf=0002h 00000005140 12002261451 017640 0406321163657u(AMr00eile(AMff000000 000000 cludeSVDThhf_HHPP__ # claSVDThhf_HHP3ib>d_ve(kfidfaivd=000>(__ l 3(] sd_v"unitf=00023(< (l 3,o4, float => t clivd_hhhf 000 : p /fc1unitf=000> tp ivd_hhhf(000() : unitf=00SVD,singularmin_vnee00::is_c onmxn)" ) {}avirtuimefill_nsoTM<<};0h3_hooihhhhf=0002c 00000005140 12002261451 017640 07107321171357u(AMr00eile(AMff000000 000000 __ l 3(] sh3_hooihhhhf=00023ib>d_ve(k"idfah3_hooi=00023(] sd_ve(kfidl;<< d;< (l 3,o4, float ; 3./fh3_hooihhhhf::ill_nrxr3(]fill_aoT",a(T(g (g 30,f mumsa t,2ace=,1.0 D Rt, =[]r_1asr_ lathauwer et al. 210b papert3fthnser3 floa3 a3 30,f >ut3 ed,5ts()BD f dsc_ f bla ER :,a1,a23730,5t-146 23-539351,a23-,l 16}t3 []r_.e442, ef, ed,5 f sefm26} t3.ef floa3 730,f /u1; f1_ign.zero() t3.ef 2loa3 730,f /u2; f2_ign.zero() t3.ef 2lo13 730,f /u3;_f3_ign.zero() t3.ef floa3 730,f /u1 Em3_, n.0 t3.ef 2loa3 730,f /u2 Em3_, n.0 t3.ef 2lo13 730,f /u3 Em3_, n.0BD f dsc__u1f // ,51,325,-89474111071823 A0.414126630726,a1325,t9836079670651853932999935507035529,a1325,t751100991081575, 4.4l468089027928566 -n.0toriginal1asr_ paper (u1): {325,-89 4.4l41395,t98, 4.4l9999393295195,t4681 16}/1 Em3_,e442, ef ;1,, ef ;1 f 6fm2q)BD f dsc__u2f // ,51,ce=98164248949418195,t99517759320539325,t99517759320539-ce=98164248949418-n.0toriginal1i_paper (u2): ce=98539-ce99525,t99525,t=985 16}/2 Em3_,e442, ef ;2,, ef ;2 f 4fm2q)BD f dsc__u3f // .5l 104303570169393289898869.066216 };toriginal1i_paper (u3): {5l 10l 0.5l899 16}/3 Em3_,e442, ef ;3,, ef ;3 f 2fm2q)BD hhnser3 2loa3 13 730,f /core;BD hhnser3 2loa3 13 730,f /core Em3_, n.0BD f dsc__coref // -10R 33447424582 1m.315a.23-5.76070556848701 16}core Em3_,e442, ef core,, ef core f 4fm2q)BD 4f;d=ta_h3_hooi 2loa3 13 floa3 a3 730,f /hooi flf;BD hooi flf::2 (_t3 ed,5,nf1,nf2,nf3,_core,nhooi flf::_ cl hosvd ;f t3f D ix*f1sr(g2 (_;1_Em3_,, mumsa t,orm(yma4.,_0; ,o(_;2sr(g2 (_;2_Em3_,, mumsa t,o,orm(yma4.,_0; ,o(_;3sr(g2 (_;3_Em3_,, mumsa t,o,orm(yma4.,_0; ,o(_;3sr(g2 (_;3_Em3_,, mumsa t,o,orm(yma4.,_0; ,o(_core r(g2 (_core Em3_,, mumsa t,o,orm(y D ixtrix*<< Ae ] D ., HOOI E(k-(2,.ar(2ap3; ,eic oneros" (lefqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]HOOI E(k-(2,.ar(2ap3; ,eic ond isoatT(g poeuu, a te16;ftttt lpoeuu endl;(]U1"maxTck } foatT(g poeuu1TTM;1_Em3_,ftttt lpoeuu endl;(]U1"ned isoatT(g poeuu1TTMf1ftttt lpoeuu endl;(]U2"maxTck } foatT(g poeuu1TTM;2_Em3_,ftttt lpoeuu endl;(]U2"ned isoatT(g poeuu1TTMf2ftttt lpoeuu endl;(]U3"maxTck } foatT(g poeuu1TTM;3_Em3_,ftttt lpoeuu endl;(]U3"ned isoatT(g poeuu1TTMf3ftttt lpoeuu endl;(]core"maxTck } foatT(g poeuu1TTMcore Em3_,ftttt lpoeuu endl;(]core"ned isoatT(g poeuu1TTMcore1lugq lpoeuu1TTM<< oA TM<< oA3fck srand(2006 ;f t3f.fi BD D Rt(1a)neerivfncore hhnser (with pseudo _ vase)6}core_ign.zero()h3_hooi 2loa3 13 floa3 a3 730,f ::eerivf core( t3 ed,5,nf1 Em3_,, ;2_Em3_,, ;3_Em3_,, core orm(y D ixtcore r(g2 (_core Em3_,, mumsa t,o*<< Ae ] D ., eerivfncore hhnser"ze" (les sqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]eerivfncored isoatT(g poeuu endl;(]core"maxTck } foatT(g poeuu1TTMcore Em3_,ftttt lpoeuu endl;(]core"ned isoatT(g poeuu, a te16;ftttt lpoeuu1TTMcore1lugq lpoeuu1TTM<< oA< oA3fck srand(2006 ;f t3f.fi BD D Rt(1b)neerivfncore hhnser with orthogonal1basis6}core_ign.zero()h3_hooi 2loa3 13 floa3 a3 730,f ::eerivf core_orthogonal_bases( t3 ed,5,nf1 Em3_,, ;2_Em3_,, ;3_Em3_,, core orm(y D ixtcore r(g2 (_core Em3_,, mumsa t,o*<< Ae ] D ., eerivfncore hhnser (orthogonal1bases)"ze" (les sqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]eerivfncore (orthogonal1bases)d isoatT(g poeuu endl;(]core"maxTck } foatT(g poeuu1TTMcore Em3_,ftttt lpoeuu endl;(]core"ned isoatT(g poeuu, a te16;ftttt lpoeuu1TTMcore1lugq lpoeuu1TTM<< oA< oA3fck srand(2006 ;f t3f.fi BD tr _r00trT", flo0h3_hooihhhhf=0002h 00000005140 12002261451 017640 0 103211712657u(AMr00eile(AMff000000 000000 clude "p__T3_HOOISRIX_TEST__HPP__ # clasep__T3_HOOISRIX_TEST__HPP__ l 3(] sd_v"unitf=00023(] sd_ve(kfidfaendl;< (l 3,o4, float } clh3_hooihhhhf=000 : p /fc1unitf=56e 0> tp /ffh3_hooihhhhf(000() : unitf=00hhnser3 HOOImxn)" )(]fill_nsoD BD3; prot[]rqymat:t;clh3_hooihhhhf t0h3_hopmhhhhf=0002c 00000005140 12002261451 017640 0324101511713357u(AMr00eile(AMff000000 000000 __ l 3(] sh3_hopmhhhhf=00023ib>d_ve(k"idfah3_hopm=00023ib>d_ve(kfidl;<< d;< (l 3,o4, float ; 3./fh3_hopmhhhhf::ill_nrxr3(]fill_aoT",a(T(g (g 30,f mumsa t,2ace=,1.0 D RtCPnee00::is_c on D 4f;d=ta_hhnser3 446 23 23730,f /cp_h3_ flf;BD BD cp_h3_ flflh3_cp_input n.0BD f dsc__in_cpf // ,51,ce378.315a315.315a338939322047393229 , 15a30795,t286,a10.15,t23853932286,a10.2677a10.15,t3543ER .118 :,.5355,t385839325,t252.315a228, 15a3228, 32286,a10.2677a10.2598, 32299539322126393224395,t2205393224395,t29 , 15a92 , 15a6457a10.4331a10.1890,325,t4409a10.4409a10.55995,t0395,t238539324409a10.598, 45a61453932252.315a286,a10.34655,t3543ER0.5748, 32286,a10.29953932286,a,51,ce33893932315.315a4488 A0.4173ER0.27593932315.315a34655,t33893932286,a10.2677a10.2385393229 , 15a2598, 32252.315a275939323079l 16}t3 cp_input n.02, e in_cp, dsc__in_cp f 64fm2q)BD //s0poeuucouricpinput\nisoatt3 cp_input lugq lpoeuu1TTM2q)BD // E(k-R2ap3; ,eic on with R /I D 4f;d=ta_ t3.ef 23 23730,f /cp1_u flf;BD 4f;d=ta_a[]r 23730,f /cp1_lambda_ flf;BD BD cp1_lambda_ flf lambda_Em3_, n.0lambda_Em3_,.at(0) /2.77585983165 17; lambda_Em3_,.at(1) b]a44181882070093o045;lambda_Em3_,.at(2),2ace7936885048760115; lambda_Em3_,.at(3),2ace6968919719973138;o.0BD f dsc__u1_cpf // ,51,ce4987628897495, 15a0412899688237700139-ce=0691744402 ,49867, -ce3736437995072651,325,t4099983683454595,t=977246082297995, 45a07 1063931313586139-ce699994302654061,325,t3455791832 10188 A0.=97624399310967295,t=380256687980491139-ce2734889964561094,325,t68389778607620, 45a98955266848302395,t9964263876714069a10.570835709804885t3f. n.cp1_u flf/u1 Em3_, /1 Em3_,e442, ef ;1_cp, dsc__;1_cp f 6fm2q)BD f dsc__u2_cpf // ,51,.5l 6308886,0728218 A0.147262714346339-ce9072625301681907, -ce3228950599542049,,51,.5l4880741488189518 A.5l 23828430538972339-ce11955344840160525,t2019274951012398,,51,.5l 177163615839594, .5l8379115900830595,t4012108888469344a10.5477365401168893,,51,.5l420338385366125 15a0426606384018120, 45a04014345524180109a10.7449488238239731 16}cp1_u flf/u2 Em3_, /2 Em3_,e442, ef ;2_cp, dsc__;2_cp f 6fm2q)BD f dsc__u3_cpf // ,51,.5l4468035875723725, .5l898234143745866639-ce139176021562014,a10.2935688 19713839325,-ce386025045773749339-ce29535359284187, -ce7678559540334658 A.5l2198,67758156476,,51,.5l697540727145,t220687269943889539323681560369573573 0.5l866127484887466,,51,.5l 116525214043997a10.2392463314411855,t05458604961255, 4.4l385904051965515 1 16}cp1_u flf/u3 Em3_, /3 Em3_,e442, ef ;3_cp, dsc__;3_cp f 6fm2q)BD cp1_lambda_ flf lambda16}cp1_u flf/u116}cp1_u flf/u216}cp1_u flf/u3;BD 4f;d=ta_h3_hopm 446 23 2343 730,f /hopmhhflf;BD hopmhhflf::2 (_t3 cp_input,nf1,nf2,nf3,_lambda, hopmhhflf::_ cl hosvd ;, 5me, 0t 3f D ix*f1sr(g2 (_;1_Em3_,, mumsa t,orm(yma4.,;2sr(g2 (_;2_Em3_,, mumsa t,o,&&tyma4.,;3sr(g2 (_;3_Em3_,, mumsa t,o,&&tyma4.,lambdasr(g2 (_lambda_Em3_,, mumsa t,o,&&ty D xtrix*<< Ae ] D ., HOPMtCP-ALS: E(k-R2ap3; ,eic on (R /I0_sump(lefqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]HOPMtCP-ALS: E(k-R2ap3; ,eic on (R /I0_soatT(g poeuu, a te16;ftttt lpoeuu endl;(]_lambda"maxTck } foatlambda_Em3_,courilambda"ned isoatlambda tttt lpoeuu endl;(]_u1"maxTck } foatT(g poeuu1TTM;1_Em3_,ftttt lpoeuu endl;(]_u1"ned isoatT(g poeuu1TTMf1ftttt lpoeuu endl;(]Mf2fmaxTck } foatT(g poeuu1TTM;2_Em3_,ftttt lpoeuu endl;(]Mf2fned isoatT(g poeuu1TTMf2ftttt lpoeuu endl;(]Mf3fmaxTck } foatT(g poeuu1TTM;3_Em3_,ftttt lpoeuu endl;(]Mf3fned isoatT(g poeuu1TTMf3ftttt lpoeuu1TTM<< oA< oA3fck srand(2006 ;f t3f.fi BD Rt, =with uint8 inputlmin_vmTTM2q)BD BD // E(k-R2ap3; ,eic on (R >/I0 D 4f;d=ta_ t3.ef 23223730,f /cp2_u flf;BD 4f;d=ta_a[]r223730,f /cp2_lambda_ flf;BD BD cp2_lambda_ flf lambda_Em3_,2o045;lambda_Em3_,2.at(0) /2.90530014380859; lambda_Em3_,2.at(1) b]a484431028666089;o.0BD f dsc__u1_cp2f // ,51,ce50608557462692263932001956983935087919,325,t4604957103729248 A.5l02855747938156128,325,t359317272901535 15a0544058643817902,325,t6345960497856, 45a99806062262 . n.cp2_u flf/u1 Em3_,2 /1 Em3_,2e442, ef ;1_cp2, dsc__;1_cp2 f 8fm2q)BD f dsc__u2_cp2f // ,51,.5l4963421821594238 A.5l038914,3891992569,,51,.5l499456822872619 4.4l57658505439758,,51,.5l 69895327091217 0.5l8119437694549561,325,.5l4235644662 ,22639-0.1952480361601 16}cp2_u flf/u2 Em3_,2 /2 Em3_,2e442, ef ;2_cp2, dsc__;2_cp2 f 8fm2q)BD f dsc__u3_cp2f // ,51,.5l38821064331818 A.5l9169266819953918,,51,.5l4662068939209 4.4l05367951840163877,,51,.5l641760766561951315a3428435325622559,,51,.5l4692781269550, 15a1970336884260178 1 16}cp2_u flf/u3 Em3_,2 /3 Em3_,2e442, ef ;3_cp2, dsc__;3_cp2 f 8fm2q)BD cp2_lambda_ flf lambda_216}cp2_u flf/u1_216}cp2_u flf/u2_216}cp2_u flf/u3_216}BD 4f;d=ta_h3_hopm 246 23 2343 730,f /hopm2hhflf;BD hopm2hhflf::2 (_t3 cp_input,nf1_2, ;2_2,nf3_2,nlambda_2, hopm2hhflf::_ cl hosvd ;, 5me, 0t 0t mumsa t,2ace=,01tyma4.,;1_2sr(g2 (_;1_Em3_,2, mumsa t,orm(yma4.,;2_2sr(g2 (_;2_Em3_,2, mumsa t,o,&&tyma4.,;3_2sr(g2 (_;3_Em3_,2, mumsa t,o,&&tyma4.,lambda_2sr(g2 (_lambda_Em3_,2, mumsa t,o,&&ty D xtri*<< Ae ] D ., HOPMtCP-ALS: E(k-R2ap3; ,eic on (R /I D 4f;d=ta_ t3.ef 23623730,f /cp3_u flf;BD 4f;d=ta_a[]r623730,f /cp3_lambda_ flf;BD BD cp3_lambda_ flf lambda_Em3_,3o045;lambda_Em3_,3.at(0) /2.94908857455811; lambda_Em3_,3.at(1) b]a269379019737244o045;lambda_Em3_,3.at(2),2ace73612844944; lambda_Em3_,3.at(5),2ace30512638356415; 45;lambda_Em3_,3.at(3),2ace6072210669517 17; lambda_Em3_,3.at(4),2ace326294251068115; 45;o.0BD f dsc__u1_cp3f // ,51,ce47390183296, 45a160667197647634,a10.03429142531960762a10.545886,306009a10.3786561168133651315a116596438325354739,51,ce4347951789645572 45a16663446744131139-ce3642364139173337a10.6078584294591635, .5l630189840421147,a10.84198454395725639,51,ce3106639631872558 A0.=4782939330856393209665148053760495,t46141140175721339-ce1384344514788 A.5l 23212163843595,a1325,t69823163126678 A.5l970909419933075, .5l925693360258130l 0.5l3463595152888653932963991111176625,a10.0610900709844862 3f. n. cp3_u flfM;1_Em3_,3 /1 Em3_,3e442, ef ;1_cp3, dsc__;1_cp3 f 24fm2q)BD BD f dsc__u2_cp3f // ,51,.5l467241506543005393232 ,438331793286, .5l9265555290349607393231660751434995,73932806730070981276139-ce77661728608229139325,-ce525802464095555l 0.5l4592732128473139-ce357195173039539-ce=50896571211330339-ce128975377733682339-ce37672148446560339325,-ce6067694317317295,.5l822806604221095639321175559547231347 A.5l02855775384,36048 A.5l426324608580778, 4.4l0270885948425266339325,-ce3701999497089777a10.0938056438290500739325491793 2344539329867595884408539-ce38865882024361339-ce5041951253278271 3f. n. cp3_u flfM;2_Em3_,3 /2 Em3_,3e442, ef ;2_cp3, dsc__;2_cp3 f 24fm2q)BD BD f dsc__u3_cp3f // ,51,.5l55802608298667573932858622294938589 45a16933846116687, -ce39942447155526,a10.157199202286535,t3,012922380540439325,-ce39044512704045,73932=47107932758221395,t850315991505783932320611444275722393231499772995631155,t857234067975567,,51,.5l580885900486727, -ce379447883454362339-ce422211155905740, 15a651444174423665,t82371437744041339-ce3939488133263827, ,51,.5l445825223134067 0.5l341420416858222, 4.4l686,105306302a10.5597221690117998 A.5l4444766200938916 A0.140984178896,51, . n. cp3_u flfM;3_Em3_,3 /3 Em3_,3e442, ef ;3_cp3, dsc__;3_cp3 f 24fm2q)BD cp3_lambda_ flf lambda_3 n. cp3_u flfM;1_3 n. cp3_u flfM;2_3 n. cp3_u flfM;3_3 n. fi BD Rt, =norm khhnserBD BD f Em3_,_norm = 33,9332639286851m2q)BD f nrm = hopm2hhflf::norm_khhnser(nf1_2, ;2_2,nf3_2,nlambda_2e, 0t 0t mumsa t,2ace=,00=,01tyma4.,(Em3_,_norm - nrm < mumsa t,orm(y D xtri*<< Ae ] D ., norm khhnser_sump(lefqqymaqqytrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]norm khhnser_soatT(g poeuu, a te16;ftttt lpoeuu endl;(]maxTck } foatEm3_,_norm tttt lpoeuu endl;(]ned isoatnrm endl;(q lpoeuu1TTM<< oA< oA3fck srand(2006 ;f t3f.fi BD # Rt, =hosvd with SVD h3_hopm 646 23 2343 730,f ::2 (_t3 cp_input,nf1_3, ;2_3,nf3_3,_lambda_3,__ cl hosvd_e, 5me, 0t 0t ma4.,;1_3sr(g2 (_;1_Em3_,3, mumsa t,orm(yma4.,;2_3sr(g2 (_;2_Em3_,3, mumsa t,o,&&tyma4.,;3_3sr(g2 (_;3_Em3_,3, mumsa t,o,&&tyma4.,lambda_3sr(g2 (_lambda_Em3_,3, mumsa t,o,&&ty xtri*<< Ae ] D ., HOPMtCP-ALS: E(k-R2ap3; ,eic on (R >/I0 - _ cl with DCT_sump(lefqqymaqqytrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]HOPMtCP-ALS: E(k-R2ap3; ,eic on (R >/I0 - _ cl with DCT_soatT(g poeuu, a te16;ftttt lpoeuu endl;(]_lambda"maxTck } \nisoatlambda_Em3_,3 ttt"\nlambda"ned\nisoatlambda_3 tttt lpoeuu endl;(]_u1"maxTck } foatT(g poeuu1TTM;1_Em3_,3ftttt lpoeuu endl;(]Mf1"ned isoatT(g poeuu1TTMf1_3ftttt lpoeuu endl;(]Mf2fmaxTck } foatT(g poeuu1TTM;2_Em3_,3ftttt lpoeuu endl;(]Mf2fned isoatT(g poeuu1TTMf2_3ftttt lpoeuu endl;(]Mf3fmaxTck } foatT(g poeuu1TTM;3_Em3_,3ftttt lpoeuu endl;(]Mf3fned isoatT(g poeuu1TTMf3_3ftttt lpoeuu1TTM<< oA< oA3fck srand(2006 ;f t3f.f //FIXME:tEm3_,_2 =5 on linuxB#t // E(k-R2ap3; ,eic on with R >/I (_ cl with DCT)PP__ # clD 5 D 4f;d=ta_ t3.ef 23D23730,f /cp4_u flf;BD 4f;d=ta_a[]rD23730,f /cp4_lambda_ flf;BD BD cp4_lambda_ flf lambda_Em3_,4o045;lambda_Em3_,4.at(0) /2.498177053837107; lambda_Em3_,4.at(1) b]a562078744247265; 45;lambda_Em3_,4.at(2),2a]a489490792770405; lambda_Em3_,4.at(3),2a]a34455972087995; 45;lambda_Em3_,4.at(4),2a]a38784957148; 45;o.0BD f dsc__u1_cp4f // ,51,ce49342375610731395,t01845047663911101315a17825481802455139-ce=9798657543590282a10.5487301760825846,325,t3947,01379038,a10.03515044879384801a10.03535751132544677a1-ce14459637568599393290874130387,325,t3590339338335908 A.5l01781538889190339a10.0882121093153890l 0.5l10711043271061,15a3406927700691575,325,t6868769204815195,t9990l2873627306, .5l9793843434690348 A.5l978982446654986539-ce28674247259297901 16}cp4_u flfM;1_Em3_,4 /1 Em3_,4e442, ef ;1_cp4, dsc__;1_cp4 f 24fm2q)BD BD f dsc__u2_cp4f // ,51,ce607042202976995,t89331255858456755,t888305349126,372 45a106020498749484639320760074664451849,325,t4713983671605251315a45183049240978463932367936194803674, 4.4l555378667583670l 0.5l3260460774679831,325,t476310434351972 45a14017888770209 4.4l07276909373571295,.5l8311967686539-ce64363645543925439,51,ce427094115476827539-ce=6634443156783139-ce26530628743595,t=2109298094483639-ce68866344868721 16}cp4_u flfM;2_Em3_,4 /2 Em3_,4e442, ef ;2_cp4, dsc__;2_cp4 f 24fm2q)BD BD f dsc__u3_cp4f // ,51,ce4879274471565801a10.03925648729505715 15a051781893020405995,t99092986986064655,t1945927925001754,325,t53904=977450346639-ce2992465735252., 4.4l61051745837155755,t11228455498558295,t=0804843394886336,325,t3757757219193365,t7753824955374058 A0.7175999088679488 A.5l073681077156135895,.5l959349048897,325,t574590495706846339-ce5547002832806773 0.5l331115447195488639-ce=0462182085050538, 4.4l04288756483691 16}cp4_u flfM;3_Em3_,4 /3 Em3_,4e442, ef ;3_cp4, dsc__;3_cp4 f 24fm2q)BD cp4_lambda_ flf lambda_416}cp4_u flfM;1_416}cp4_u flfM;2_416}cp4_u flfM;3_416} D 4f;d=ta_h3_hopm D46 23 2343 730,f /hopm4hhflf;BD hopm4hhflf::2 (_t3 cp_input,nf1_4, ;2_4,nf3_4,_lambda_4, hopm4hhflf::_ cl dct ;, 10me, 0t 0t ma4.,;1_4sr(g2 (_;1_Em3_,4, mumsa t,orm(yma4.,;2_4sr(g2 (_;2_Em3_,4, mumsa t,o,&&tyma4.,;3_4sr(g2 (_;3_Em3_,4, mumsa t,o,&&tyma4.,lambda_4sr(g2 (_lambda_Em3_,4, mumsa t,o,&&ty xtri*<< Ae ] D ., HOPMtCP-ALS with _ cl DCT: E(k-R2ap3; ,eic on (R >/I0_sump(lefqqymaqqytrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]HOPMtCP-ALS with _ cl DCT: E(k-R2ap3; ,eic on (R >/I0_soatT(g poeuu, a te16;ftttt lpoeuu endl;(]_lambda"maxTck } \nisoatlambda_Em3_,4 endl;(]\nlambda"ned\nisoatlambda_4 tttt lpoeuu endl;(]_u1"maxTck } foatT(g poeuu1TTM;1_Em3_,4ftttt lpoeuu endl;(]Mf1"ned isoatT(g poeuu1TTMf1_4ftttt lpoeuu endl;(]Mf2fmaxTck } foatT(g poeuu1TTM;2_Em3_,4ftttt lpoeuu endl;(]Mf2fned isoatT(g poeuu1TTMf2_4ftttt lpoeuu endl;(]Mf3fmaxTck } foatT(g poeuu1TTM;3_Em3_,4ftttt lpoeuu endl;(]Mf3fned isoatT(g poeuu1TTMf3_4elugq lpoeuu1TTM<< oA< oA3fck srand(2006 ;f t3f.fi B tr _r00trT", flo0h3_hopmhhhhf=0002h 00000005140 12002261451 017640 0 063211714057u(AMr00eile(AMff000000 000000 clude "p__T3_HOPMSRIX_TEST__HPP__ # clasep__T3_HOPMSRIX_TEST__HPP__ l 3(] sd_v"unitf=00023] sd_ve(kfidfaendl;< (l 3,o4, float } clh3_hopmhhhhf=000 : p /fc1unitf=56e 0> tp /ffh3_hopmhhhhf(000() : unitf=00hhnser3 HOPMmxn)" )(]fill_nsoD BD3; prot[]rqymat:t;clh3_hopmhhhf t0h3_hoivd_hhhf=0002c 00000005140 12002261451 017640 0133453211732057u(AMr00eile(AMff000000 000000 __ l 3(] sh3_hoivd_Nhhf=00023ib>d_ve(k"idfah3_hoivd=00023(] sd_ve(kfidl;<< d;< (l 3,o4, float ; 3./fh3_hoivd_Nhhf::ill_nrxr3(]fill_aoT",a(T(g (g 30,f mumsa t,2ace=,1.0 t //=hosvd , =[]r_1after lathauwer et al. 210a 3fthnser3 flofloa33730,f /t3 ed,5_hoivdm2q)BD f dsc__hoivdf // ,51,ce9073ER .7845392.1236, t898, 417753 4.4l6631392.1488 A4.295, 1.8260a1325,t7158 A1.6970 A.5l07., 4.4l4898 A.1.5077a11.910, 15a3055,t3207392.136,a1325,-ce3698, 32015 :,.44295,2.4288 A4.0337a1.1.795, 2375a237714639-ce2716,51 16}t3 []r__hoivd=n.02, e hoivd, dsc__hoivd f 27).0 D Rtmum: e!oe(trfdsc_ () t3.ef floa33730,f /f1_hoivdm2q) t3.ef floa33730,f /f2_hoivdm2q) t3.ef floa33730,f /f3_hoivdm2q) t3.ef floa33730,f /f1_hoivd Em3_, n.0 t3.ef floa33730,f /f2_hoivd Em3_, n.0 t3.ef floa33730,f /f3_hoivd Em3_, n.0BD f dsc__u1_hoivdf // -t112224303,935 , 15a77385082632923295,.5l6233469929427331a1325,-ce5770542488335139 4.4l5452663822977a1-ce593116856283085339325,-ce808959189098,935,t29314515606893932509559536440776 16}/1 hoivd Em3_,e442, ef ;1_hoivd, dsc__;1_hoivd f 9fm2q)BD f dsc__u2_hoivdf // -t462406101426708, 320102282312505409539328866095604248326,,51,.5l886639534769539-ce=1368403108646822 4.4l4674816746957,325,t71382272009268539-ce99985811543306595,t=152576170912346 16}/2 hoivd Em3_,e442, ef ;2_hoivd, dsc__;2_hoivd f 9fm2q)BD f dsc__u3_hoivdf // -t20422480789755139-ce49857557762431, 4.4l6049808598051153,325,t574149978000995, 4.4l79855 ,947,97073ER0.5991820991609654,325,.4l9918458705996,5,t337250742 105363ER0.5243843736253236 16}/3 hoivd Em3_,e442, ef ;3_hoivd, dsc__;3_hoivd f 9fm2q) i BD Rt/hoivd/ffh3_hosvd flofloa33flofloa33730,f ::hosvd /t3 ed,5_hoivd, ;1_hoivd, ;2_hoivd, ;3_hoivd orm(y D ixt;1_hoivdsr(g2 (_;1_hoivd Em3_,, mumsa t,o,&&;2_hoivdsr(g2 (_;2_hoivd Em3_,, mumsa t,o,&&;3_hoivdsr(g2 (_;3_hoivd Em3_,, mumsa t,o*<< Ae ] D ., HOSVD (3x3x3) 00::uteaoTa[_ t3.eces U139U539U3"ze" (les sqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]HOSVD (3x3x3)d isoatT(g poeuu endl;(]U1"maxTck } foatT(g poeuu1TTM;1_hoivd Em3_,soatT(g poeuu endl;(]U1"ned isoatT(g poeuu1TTMf1_hoivd oatT(g poeuu endl;(]U2fmaxTck } foatT(g poeuu1TTM;2_hoivd Em3_,soatT(g poeuu endl;(]U2fned isoatT(g poeuu1TTMf2_hoivd oatT(g poeuu endl;(]U3fmaxTck } foatT(g poeuu1TTM;3_hoivd Em3_,soatT(g poeuu endl;(]U3fned isoatT(g poeuu1TTMf3_hoivd oatT(g poeuu1TTM<< oA< oA< oA3fck srand(2006 ;f t3f.fi Bi BD Rthosvd with , =[]r_1asr_ Lathauwer et al. 210b (non-cubic)2q) t3.ef floa33730,f /f1_2 n.0 t3.ef 2loa3 730,f /u2 2 n.0 t3.ef 2loa3 730,f /u3 2 n.0 t3.ef floa33730,f /f1_2 Em3_, n.0 t3.ef 2loa3 730,f /u2 2 Em3_, n.0 t3.ef 2loa3 730,f /u3 2 Em3_, n.0BD f dsc__u1_2f //-ce2464525,t499, 15a830255,t21727, -ce653918,10.547898, 32816738,10.5683939-ce=9935 2 16}/1 2 Em3_,e442, ef ;1_2, ef ;1_2 f 9fm2q)BD f dsc__u2_2f //5a171472 45a985189 45a985189 4-5a171472 16}/2 2 Em3_,e442, ef ;2_2, dsc__;2_2 f 4fm2q)BD f dsc__u3_2f //-ce 1045,t8598995,t8598995,t 104 16}/3 2 Em3_,e442, ef ;3_2, dsc__;3_2 f 4fm2q)2q)BD f dsc__2 f bla ER :,a1,a23730,5t-146 23-539351,a23-, 16}thnser3 floa3 a3 30,f /t3 ed,5_216}t3 []r__2=n.02, e 2, dsc__2 f sfm2q)BD ///hoivd/ffh3_hosvd flo2:,a1,a23a3 a3 730,f ::hosvd /t3 ed,5_2,nf1_2, ;2_2,nf3_2e, 0t 0t ma4.,;1_2sr(g2 (_;1_2_Em3_,, mumsa t,otyma4.,_0; ,o(;2_2sr(g2 (_;2_2_Em3_,, mumsa t,ootyma4.,_0; ,o(;3_2sr(g2 (_;3_2_Em3_,, mumsa t,ooty D ixtrix*<< Ae ] D ., HOSVD (3x2x2) 00::uteaoTa[_ t3.eces U139U539U3"zemp(lefqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]HOSVD (3x2x2)d isoatT(g poeuu endl;(]U1"maxTck } foatT(g poeuu1TTM;1_2_Em3_,ftttt lpoeuu endl;(]U1"ned isoatT(g poeuu1TTMf1_2ftttt lpoeuu endl;(]U2fmaxTck } foatT(g poeuu1TTM;2_2_Em3_,ftttt lpoeuu endl;(]U2"ned isoatT(g poeuu1TTMf2_2ftttt lpoeuu endl;(]U3fmaxTck } foatT(g poeuu1TTM;3_2_Em3_,ftttt lpoeuu endl;(]U3fned isoatT(g poeuu1TTMf3_2elugq lpoeuu1TTM<< oA< oA< oA3fck srand(2006 ;f t3f. //hoeigs hhhf }/1 hoivd_ign.zer;2_hoivdsign.zer;3_hoivdsign.zern.0 t3.ef floa33730,f /f1_hoeigs Em3_, n.0 t3.ef floa33730,f /f2_hoeigs Em3_, n.0 t3.ef floa33730,f /f3_hoeigs Em3_, n.0BD f dsc__u1_hoeigs f bla 11222436, 15a77385079865,.5l62334704a1325,t770543218 A.5l 452958 A.5l5931168199,325,t80895918615,t29314569539325095595717 16}/1 hoeigs Em3_,e442, ef ;1_hoeigs,, ef ;1_hoeigs f 9fm2q)BD f dsc__u2_hoeigs f bla-t462406039239-ce=10228233395,t8866095563E,51,.5l886639595 15a0136840311339-ce4673988,325,t71382266,739329998582165,t=152576187 16}/2 hoeigs Em3_,e442, ef ;2_hoeigs,, ef ;2_hoeigs f 9fm2q)BD f dsc__u3_hoeigs f bla 2042237015,t4985756576a10.6049809456,,51,.5l5741500855,t79855 4402 A.5l5991820693,325,t9918458676 0.5l3372507095 A.5l 24384439 16}/3 hoeigs Em3_,e442, ef ;3_hoeigs,, ef ;3_hoeigs f 9fm2q)/ffh3_hosvd flofloa33flofloa33730,f ::hoeigs /t3 ed,5_hoivd, ;1_hoivd, ;2_hoivd, ;3_hoivd orm(y D ixt;1_hoivdsr(g2 (_;1_hoeigs Em3_,, mumsa t,o,&&;2_hoivdsr(g2 (_;2_hoeigs Em3_,, mumsa t,o,&&;3_hoivdsr(g2 (_;3_hoeigs Em3_,, mumsa t,o*<< Ae ] D ., HOEIGS 00::uteaoTa[_ t3.eces U139U539U3"ze" (les sqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]HOEIGSd isoatT(g poeuu endl;(]U1"maxTck } foatT(g poeuu1TTM;1_hoeigs Em3_,soatT(g poeuu endl;(]U1"ned isoatT(g poeuu1TTMf1_hoivd oatT(g poeuu endl;(]U2fmaxTck } foatT(g poeuu1TTM;2_hoeigs Em3_,soatT(g poeuu endl;(]U2fned isoatT(g poeuu1TTMf2_hoivd oatT(g poeuu endl;(]U3fmaxTck } foatT(g poeuu1TTM;3_hoeigs Em3_,soatT(g poeuu endl;(]U3fned isoatT(g poeuu1TTMf3_hoivd oatT(g poeuu1TTM<< oA< oA3fck srand(2006 ;f t3f.fi B tr r00trT", flo0h3_hoivd_hhhf=0002h 00000005140 12002261451 017640 0 163211732157u(AMr00eile(AMff000000 000000 clude "p__T3_HOSVDSRIX_TEST__HPP__ # clasep__T3_HOSVDSRIX_TEST__HPP__ l 3(] sd_v"unitf=00023(] sd_ve(kfidfaendl;< (l 3,o4, float } clh3_hoivd_hhhf 000 : p /fc1unitf=56e 0> tp /ffh3_hoivd_hhhf(000() : unitf=00hhnser3 HOSVDmxn)" )(]fill_nsoD BD3; prot[]rqymat:t;clh3_hoivd_hhhf t0h3_ihopmhhhhf=0002c 00000005140 12002261451 017640 0102101511727657u(AMr00eile(AMff000000 000000 __ l 3(] sh3_ihopmhhhhf=00023ib>d_ve(k"idfah3_ihopm=00023ib>d_ve(kfidl;<< d;< (l 3,o4, float ; 3./fh3_ihopmhhhhf::ill_nrxr3(]fill_aoT",a(T(g (g 30,f mumsa t,2ace=,1.0} D 4f;d=ta_hhnser3 446 23 23730,f /cp_h3_ flf;BD BD cp_h3_ flflh3_cp_input n.0BD f dsc__in_cpf // ,51,ce378.315a315.315a338939322047393229 , 15a30795,t286,a10.15,t23853932286,a10.2677a10.15,t3543ER .118 :,.5355,t385839325,t252.315a228, 15a3228, 32286,a10.2677a10.2598, 32299539322126393224395,t2205393224395,t29 , 15a92 , 15a6457a10.4331a10.1890,325,t4409a10.4409a10.55995,t0395,t238539324409a10.598, 45a61453932252.315a286,a10.34655,t3543ER0.5748, 32286,a10.29953932286,a,51,ce33893932315.315a4488 A0.4173ER0.27593932315.315a34655,t33893932286,a10.2677a10.2385393229 , 15a2598, 32252.315a275939323079l 16}t3 cp_input n.02, e in_cp, dsc__in_cp f 64fm2P__ # clW 22P__ # clL 3 D 4f;d=ta_ t3.ef 23W*L23730,f /cp3_u flf;BD 4f;d=ta_a[]rW*L23730,f /cp3_lambda_ flf;B D cp3_lambda_ flf lambda n. cp3_u flfM;1 n. cp3_u flfM;2 n. cp3_u flfM;3;B D h3_ihopm]rW, L46 23 2343 730,f 33730,f ::inc; tp /ffh3_ihopmhhhhf(000() : unitf=00hhnser3 inc; lh3; D Rt, =hhnser3 t3.ef multiptp ac on D 43.fill_inc;</u3;BD u3.fill(1)16}thnser3 a1,a23530int>/h3_jji16}t3 ttm::multipty_horizontal_bwd(t3,nf3,_h3_jji fm2q)2q)thnser3 61,a23530int>/h3_iji16} t3.ef 63 a3 int>/u116}/1.fill(2)16}t3 ttm::multipty_lateral_bwd(t3_jji,nf1,nh3_iji fm2q)2q)thnser3 61,723530int>/h3_iii16} t3.ef 71,a23int>/u216}/2.fill(3)16}t3 ttm::multipty_frontal_bwd(t3_iji,nf2,nh3_iiie, 0t 0t D 43.fill_inc;</h3_, o16}t3 ttm::full_thnser3_ t3.ef_multiptp ac on(_t3,nf1,nf2,nf3,_h3_, oe, .0thnser3 61,723530int>/h3_, o216}t3 ttm::full_thnser3_ t3.ef_kron3_,er_mult(_t3,nf1,nf2,nf3,_h3_, o2e, .0ill_ah3_, oe==/h3_, o216}2q)thnser3 61,723530int>/h3_iiihhhhf16}t3 iiihhhhf.fill(1656fm2q) ixtt3 iiihhhhfe==/h3_, o,&&t3 iiihhhhfe==/h3_iiie&&x*<< Ae ] D ., hhnser3 t3.ef multiptp ac on along all three modes"ze" (les sqqymatrm 1656e ] t3..oAe endl;<< t3_iii ] << oAe endl;(]T3_, sult (all min_vmfmaxTck } 1656fd isoatT(g poeuu1TTMh3_iii endl;(t lpoeuu1TTM<< oA3fck srand(2006 ;f t3f.fi Bi BD tr _r t0h3_ttmhhhhf=0002h 00000005140 12002261451 017640 0 2532117157u(AMr00eile(AMff000000 000000 clude "p__T3_TTMSRIX_TEST__HPP__ # clasep__T3_TTMSRIX_TEST__HPP__ l 3(] sd_v"unitf=00023(< (l 3,o4, float } clh3_ttmhhhhf=000 : p /fc1unitf=56e 0> tp /ffh3_ttmhhhhf(000() : unitf=00hhnser3 TTM (hhnser t3.ef multiptp ac on)mxn)" )(]virtual fill_nsoD BD3; prot[]rqymat:t;clh3_ttmhhhhf t0hhnser3_iteratorhhhhf=0002c 00000005140 12002261451 017640 022503212106657u(AMr00eile(AMff000000 000000 __ l 3(] shhnser3_iteratorhhhhf=00023(] sd_ve(kfiddint.h>(] sd_ve(kfidfahhnser3_iterator=000d] sd_ve(kfidfahhnser3=000d;ib>d_ve(kfidl;<< d;< (l 3,o4, float ; 3./fhhnser3_iteratorhhhhf::ill_nrxr3(]fill_aoT",a(T(g (ghhnser3 a1,a23730uint16_t > lh3; D D 43.fill_inc;< l myh3; D D myh3::iterator itl_ah3.begin ;, : urT",_ah3.rT"(); t lpa[]ruint16_t > t3_iter_order; t lpa[]ruint16_t > hand_iter_order; fi Bi BD fk s; itl!= : urT"; ++itl*<< A 43_iter_order.push_back( *itl* t3f.f fk ssize_t iclx,2ac; iclx,< 4; ++iclx,) A t3.ef 2lo330uint16_t >& m,_ah3.get_frontal_stp e_fwd( iclx,); 4hnser3 a1,a23730uint16_t >::mt3.ef_iterator itllllll= m.begin ;, iturT",l= m.rT"(); fk s; itl!= : urT"; ++itl*< { hand_iter_order.push_back( *itl* t .f .f ill_ah3_iter_ordere==/hand_iter_order; fi D ., hhnser3 iterator _sump(lefq2q)2q) ix*" (l;BD tr _r t0hhnser3_iteratorhhhhf=0002h 00000005140 12002261451 017640 0 763212110457u(AMr00eile(AMff000000 000000 clude "p__TENSOR3_ITERATORSRIX_TEST__HPP__ # clasep__TENSOR3_ITERATORSRIX_TEST__HPP__ l 3(] sd_v"unitf=00023(] sd_ve(kfidfaendl;< (l 3,o4, float } clhhnser3_iteratorhhhhf=000 : p /fc1unitf=56e 0> tp /ffhhnser3_iteratorhhhhf(000() : unitf=00hhnser3 iterator nitfmxn)" )(]fill_nsoD BD3; prot[]rqymat:t;clhhnser3_iteratorhhhhf t0hhnser3_hhhf=0002c 00000005140 12002261451 017640 01177323211717157u(AMr00eile(AMff000000 000000 __ l 3(] shhnser3_hhhf=00023(] sd_ve(kfidfah3_oe(vaser=000d] sd_ve(kfidfahhnser3=000dib>d_ve(kfidl;<< d;< (l 3,o4, float ; 3./hhnser3_hhhf::ill_nr{ fill_aoT",a(T fi ghhnser3 a1,a23730int > lh3; 4hnser3 a1,a23730int > lh3_tmpfq2qRt, =size ) ixh3.size(00==/24nrxr fi D ., size(0"ze" (les sqqmatrm 16r3(]t3..oAe endl;<< t3_iii ] < oAe l;(]sizefmaxTck } 5,bu =sizefned isoath3.size(00l;(t lpoeuu1TTM< oA3fck srand(2006 ;f t3} fi gRt, =at_nrx//TODO 43.at( 0,0,0 ) /255.0; 43( 0,2,0 ) /128.0; ) ix*" (l;BD ixri*< lh3_2; 4hnser3 a1,a23730int > lh3_3; 4hnser3 a1,a23730int > lh3_, sult16t3 fill(A2e, 0th3_2 fill(A5e, 0th3_3 fill(A5e, 0t gRt, =r(g2 operaterBD ixt!xh3==h3_2o,&&(t3_2==h3_3),&&t3l!= t3_2,&&!(t3_2!=h3_3)*< t3 sw; }thnser3 flflfl 30,f /t3 , sult_sw16t3 sw fill(A1e, 0th3_sw appty_spherical_weights(/t3 , sult_swe, 0t 30,f mumsa t,2a1.0e-5rn. ixtt3 , sult_sw r(g2 (_t3 , sult_sw Em3_,, mumsa t,o,*< no5 Em3_,ed,ssince every time new min_vmf-> canno5 be nitfed with min_vm 43.fill_randr_zern 4hnser3 a1,a23730int16_t > lh3s 0th3s.fill_randr__signedzern fiRt, =get_n_a[ functions ( n5 i1,2a1(T( n5 i2,2a2(T( n5 i3,2a3; 43.fill_inc;< , _I2 ed,5 . flolpa[]r330int > I2 ed,5 .h3.get_row( i :,i330I2 ed,5 ); .h, _I2 ed,5 n.02aa3 a3,/24); .2q flolpa[]r230int > , _I1 ed,5 . flolpa[]r230int > I1 ed,5 .h3.get_column(,ia3 i3, I1 ed,5 ); .h, _I1 ed,5 n.02a1,/24); .2q flolpa[]r430int > , _I3 ed,5 . flolpa[]r430int > I3 ed,5 .h3.get_I3 a[( i :,ia3 I3 ed,5 ); .h, _I3 ed,5 n.02t61,a1,18,/24); .2qBD ixI2 ed,5 _= t, _I2 ed,5 &&I1 ed,5 _= t, _I1 ed,5 &&I3 ed,5 _= t, _I3 ed,5*< I2 ed,5_2 .h3.get_row( i :,i330I2 ed,5_2e, 0t I1 ed,5 n.02A2e, 0th, _I1 ed,5 n.023a3 ae, 0th3 n.0_column(,ia3 i3, I1 ed,5 ); . flolpa[]r230int > I1 ed,5_2 .h3.get_column(,ia3 i3, I1 ed,5_2e, 0t I3 ed,5 n.02t3 ); .h, _I3 ed,5 n.02ta33flofloae, 0th3 n.0_tube( i :,ia3 I3 ed,5 ); . flolpa[]r430int > I3 ed,5_2 .h3.get_tube( i :,ia3 I3 ed,5_2e, 0BD ixI2 ed,5_2e_= t, _I2 ed,5 &&I1 ed,5_2e_= t, _I1 ed,5 &&I3 ed,5_2e_= t, _I3 ed,5*< t3_frontal; t3.ef 2lo330int > t, _ t3_frontal; n5 dsc_2 f bla13 41, 415 116 117 03l 16t, _ t3_frontal n.02, e2, dsc_2 f 6, 0th3 get_frontal_stp e_fwd( 2, t3_frontale, 0BD t3.ef 2lo330int > t3_frontal_2; t t3.ef 2lo330int > t, _ t3_frontal_2; th, _ t3_frontal_2 fill(7, 0th3 n.0_frontal_stp e_fwd( 2, h, _ t3_frontal_2, 0th3 get_frontal_stp e_fwd( 2, t3_frontal_2, 0BD ix t3_frontale_= t, _ t3_frontale&& t3_frontal_2e_= t, _ t3_frontal_2*< t3_frontal_bw",_ahranspose( t3_frontale, 0t t3.ef 3,r230int > t, _ t3_frontal_bw",,_ahranspose( t, _ t3_frontale, 0th3 get_frontal_stp e_bwd( 2, t3_frontal_bw",, 0t t3.ef 3,r230int > t3_frontal_2_bw",,_ahranspose ( t3_frontale, 0t t3.ef 3,r230int > t, _ t3_frontal_2_bw",_ahranspose( t, _ t3_frontal_2 , 0th3 n.0_frontal_stp e_bwd( 2, h, _ t3_frontal_2_bwd, 0th3 get_frontal_stp e_bwd( 2, t3_frontal_2_bwd, 0t2qBD ix t3_frontal_bw",_= t, _ t3_frontal_bw",&& t3_frontal_2_bw",_= t, _ t3_frontal_2_bwd,< t3_lateral; t3.ef 2lo430int > t, _ t3_lateral; n5 dsc_3f // :,7:,7:,19 44, 10, 7:,1l 16t, _ t3_lateral n.02, e3, dsc_3 f 8, 0th3 get_lateral_stp e_bwd( 0, t3_lateral,, 0t t3.ef 2lo430int > t3_lateral_2; t t3.ef 2lo430int > t, _ t3_lateral_2; th, _ t3_lateral_2 fill(6, 0th3 n.0_lateral_stp e_bwd( 0, h, _ t3_lateral_2 , 0th3 get_lateral_stp e_bwd( 0, t3_lateral_2e, 0t ix t3_lateral,_= t, _ t3_lateral,&& t3_lateral_2e_= t, _ t3_lateralMSRIX_TEST__HPP__ # clasep__wd a5 ,5_2,nf1_2, ;2_2,6 ssize_t i2,2ac; i11oattual 3, _2e_= t, _I2 edhie600739321769511941263932243116716009fron ;f t3} fi (//lateral stp e t3.ef 2lo430int > t3.ef 2lo430int >0a[/n.0_row/n.0_column/set_tube(03_fron3tt l48fi _iter_o1 wd a5 ,5_2,nf1_Ae evral stp e t3.ef 2lo430int > t3.efv=fi}0int > t3.t t3.lo430int >0a[/n.0_row/n.0_column/set_2_tube(03_fron3tt l48fi _iter_o1 wdtale, 0th3 get_Ae evral stp e t3.w/n.0_column/set_2_tubea5 ,5_2,nf1_Ae evral stp e t3.ef 2lo430in2_tubea5 ef 2lo430int > _ t3_lateral_2; thf_frontal_2_ t3_lateral_2; th, _ t3_lateral_2 fill(6, 0th3 n.0_latfrontal_3tp e_fwd( 2, h, _ t3_frontal_2, 0th3 get_frontal_stp e_fwd( 2, _lateral_2e, 0t ix t3_latfHPP__ # cal_stp e_bwd al_2; thf_fr= t, _ t3_frontal_2_bwd,< t3_laterT(T",a(T(g; i3,2a2fne3int > t3_lfmaxTck T(T",a(T(g; i// e_bwd1a4ter i3,6e en3endl;< oA3endl;<< 7endl; t3_laterT(T",a(T(g3.ef 2lo430i3int > t3_lfmaxTck T(T",a(T(gdsc_3f // :,7:,7:,19 44, 15e, 0th3 getaoT",a(T(g al stp e 1,lfmaxTck T(T",a(T(gds 995,5_2,nf1aoT",a(T(g al stp e 1,laterT(T",a(T(gt t3.ef 2lo430T(T",a(T(g__ t3_lateraT(T",a(T(g_ontlaterT(T",a(T(gt _ t3_lateraT(T",a(T(g_2 _ t3_lateral_2 fill(6aoT",a(T(g al stp e tal_stpbwd( 0, h, _ t3_lateral_2 , 0th3 get_lateral_stp e_bwd( 0, t3_lateral_2e, 0aoT",a(T(g al stp e front1 # clasep__wd aT(T",a(T(g_= t, _ t3_frontal_2_bwd,ll(6aoT",a(T(g al stp e front1 # clasep__wd aT(T",a(T(gnf1_2, ;2_2,6 ssize_t i2,2ac; i11oattual 3, _2e_= t5_2,nf1aoT",a(T(g al stp e 1,lt3_lateraT(T",a(T(g_ t3.lo430int >03 > t3_laterT(T",a(T(g3elugq lpoeuu1TTM03 > t3_lt3_lateraT(T",a(T(g_l_bw",,_ahranspose( t, _ T(T",a(T(g_ t3.5_2,nf1aoT",a(T(g al stpbe 1,laterT(T",a(T(gt, _ t3_frontal); >03 > t3_laterT(T",a(T(g3_frontal_bw",_ahraM03 > t3_lt3_lateraT(T",a(T(g_tal_bw",,_ahranspose( t, _ T(T",a(T(gds 995,5_2ll(6aoT",a(T(g al stpbe 1,lfmaxTck T(T",a(T(gdst, _ t3_5_2,nf1aoT",a(T(g al stpbe 1,laterT(T",a(T(gtst, _ t3ef 2lo430T(T",a(T(ganspose( t, _ t3T(T",a(T(ganspoontlaterT(T",a(T(gt anspose( t, _ t3T(T",a(T(gast, _ _ t3_lateral_2 fill(6aoT",a(T(g al stpbrontal_3tp_2_bwd, 0th3 get_frontal_stp e_bwd( 2, t3_frontal_2_bwd, 0t2qBD ix t3_frontaoT",a(T(g al stpbrofront1 # cal_stp e_bwd aT(T",a(T(ganspo= t, _ t3_frontal_2_bwd,<d_ve(kfidl;<< d;< (l 3,o4 float ; 3./fh3_ihopmhhhhf::ill_nrxr3(]fill_aoT",a(T(g (g 30,f mumsa t,2ace=,1.0} D 4f;d=ta_hhnser3 446 23 23730,f /c_h3_ flf;BD BD cp_h3_ flflh3_cp_input n.0BD f dsc__in_cpf // ,51,ce378.315a315.315a338939322047393229 , 15a30795,t286,a10.15,t23853932286,a10.2677a10.15,t3543ER .118 :,.5355,t385839325,t252.315a228, 15a3228, 32286,a10.2677a10.2598, 3229953932216393224395,t2205393224395,t29 , 15a92 , 15a6457a10.4331a10.1890,325,t4409a10.4409a10.55995,t0395,t238539324409a10.598, 45a6143932252.315a286,a10.34655,t3543ER0.5748, 3228h3.g n.0_colum10.2677a75939326} }/33d\nisoa3,e4626} }/33d\bda\nis618626} }/33d\2da\nis094726} }/33d\mbda_ f83_,_2 flfM;3 Em3_, n.0;< (l 3,o4 f44672613945 15a4273871195562969595 122972704086600e123572666387072588226,o4 flo3815669.286; lambd300.1059709324455146209300.2, .5l700666629123814932216390725 168824630e123573487830967238653525,t156962ser8950197415loa6605,2216377072243963325,t2390255187719938 A.5l241339-c56720861194123355601880911}t3.lo430int >04,2243116716 n.0;6 n.07328039-ce26944p85794039-ce748,16)2 flfM;3 Em3_, 2 d;< (l 3,o4 fl639478, 1735,t039819061194310932443847003a342eigst2390643347152381f /c_h9-c58,f 95989-ce544290.9056663325,.5l319_;2_E4 f d999988959668991745,221637009339828713165212827475,,9_;5261m3_,, 7205839-c200e12353458313308802555,221631919139527925952547,173876665335793229 , 9105319109a495,.5l1634877554539-2 }t3.lo430int >04,2243116716 2.0;6 2.07328039-ce26244p857940392ce748,16)2 flfM;3 Em3_, 3 d;< (l 3,o4 f525 6046370398567325,t3304436634 .5l70815487398392a10.5502680.1194357375,2216342se4358583_75,t013374115lo247310.59879180.476142st2360095146703059, /c_h9-8003566422st237960353446030750o24323932 b]a4845452724390753475,2216344399061009518653525982486332863 f 24 57047624899431]a48458376643720334}t3.lo430int >04,2243116716 3.0;6 3.07328039-ce26344p857940393ce748,16)2 321769511944,4,4,2243116716007hop, o oAe ndl;(]T3 , sultout d;< (l 3,o4 fl54533071197715a3383365095539339-ce1353401201553170.4331a 7a109-c2734529538335158632se55g (g 30666601363932 A.5l2700759061827465352f ;2_957098, 3224311624877828103580 A.5l2716 7883664a10.55993u1_cm;2_30385839.0la7046158,f7452953834779a1.470,t8_hhnse99199401879745,1f525.47566013556e135399380301193842, 43116242298571540488 Ace29339-1739-c, 3228;3_8002902 -ce1353016 15762_ho22431162a1.695,tla70.1t238535g 0739592385839332s0.10864485,t03, e707585,t43116208800.183840.1890,19513877953558flf;BD B;3_E84364707n_cpf 7032724171579322163925e442,029.118 :,6419780313462677a144679315a933619 d99998086527232_hoe 431164.ef f6393612724395,57603477 05,t2356583025l14649324455,t864508, 910322163900,t.ef /165a30792a19786077ef 6 24 575, 3246a70oeigs 1324703149l541322163903803 7428, f dsc__t869097a1215a338360, 17656e135339-0388 914529538542ei460803 810.2598ef 899077e00oeigs29a1.409-4453, f 24 138777031993a_Em29538336649191-44, f 24 5,t883395 47059e135392266,568590665352506 1734768,f4529538234649a588265a307903232_h62355922053909-ct880865188 Ace39371139535195295382391725.__t8639595 216 1,t.e351288 Ace5446a1204624f dsc_6a115589lamb52431162a6351D f00299595 2330652480.4331a13, _,_942st2327031f 82a179a lpoeun_v *007hop, o oAe a286,a10.3out d,, sultout d48, 3228h3.lo430int >04,2243116716v1,5 )lo430int >04,2243116716v2,5 )lo430int >04,2243116716v3,5 ) n.07,_ahransp_to(6v1r n.0 2.07,_ahransp_to(6vs 995, 3.07,_ahransp_to(6v3,&&321769511944,t >04,2243116716007hop, ot3.lo430int >0, f 2431167160ease*007hop, o., on]afuze_CPe442, , 6v1,6vs,6v .0tea&& +++++++++] sd, sult_sw Em3_,_2 2, e swhop, o.f 27).0 }thop, o oAe unsigned0in > t3 sw; }thnse(g poeuuCP , on]afuze" (_bwd, 0th3 get_frontal_stp e_bwd( 2, t3_frontal_2_bwd, 0t2qBD i(g poeuuCP , on]afuze" (: is ., appty=spherical whop, o sqqmatrm 16r3( t,o,*< m T(T",a(T(g; i//lo430intI124)d*Ia[]T> m rontal_stp//lo430intI2[]r3*Ia[]T> m a[ 2a3 a)d isoatI14e 6e ltiptm T(T",a(T(g; i 2lo430int 12e ltiptm al_2_bw",tttt lpo3< t3_ltiptm a[ 2a3 a)d new min_vmf-> canno5 be nitfed wi.T(T",a(T(gaunfoldqqmpbe m T(T",a(T(gfed wi.,7:,7:,1unfoldqqmpbe m ,7:,7:,fed wi.} foatunfoldqqmpbe tm a[ 2a3 228h3.lo430int >06e ltiptm T(T",a(T(gn(_t3,nf e_bwd1a5isoatT(g,6r3(]t3..oAe endl;<< t3_iii ] < oAe ndl;(]T3,/255 @ (05,t5,t) and/128 @ (05,539 }t3.l T(T",a(T(gn(_t3a286,a10.5,, sul5;(t lpoe 2lo430int 12e ltiptm al_2_bwn(_t3,nf e_bwd1a6isoatT(g,6ube(0"ze" ( oA7l;<3t) and/< t3_]T3,/12833_iii 528 @ ( foat @ (05,55l;< oA05,t39 }t3.l al_2_bwn(_t3a286,a10.6,, sul6;(t lpoe 2lo430i3< t3_ltiptm a[ 2a3 n(_t3,nf e_bwd1a7isoatT(g,63endl;9be(0"ze5"ze" (l, _I24oA7l;<0l;<3t) 6t) and/2nd/< 5< t3_]1;(]T3,/7nd/128 9 }t3.l a[ 2a3 n(_t3a286,a10.7,, sul7;(t lpoe.02, el T(T",a(T(gn(_t3ose(l T(T",a(T(gronta al_2_bwn(_t3ose(l t t3.ef 2l a[ 2a3 n(_t3ose(l t3_front3 sw; }thnsea1,award unfoldqqm .0ill_ah3_=/h3_, o216}2q)tt_frontal_stp e_bwd( 2, t3_frontal_2_bwd, 0t2qBD ia1,award unfoldqqmssize_t i1,2ac; 2qBD iunfoldqqmpT(T",a(T(g1a*< canno5 be nitfed 2431167f_norm fi B,2abenius_norm]ned isoatT(g_norm =7f_normuu end; < oA omaute1,2abenius norm4offthe differeM<< offafi D .3,0d ianisoatT(g poeu f_normuu endlw 10a)d new min_vmf-> canno5 be nitfed wi(va min_vmf-> canno5 be nitfed wi(va 3d\b,b,b)rand(20 f_norm fi B,2abenius_norm]_oe(va ned isoatT((g_norm =7f_normuu end ;3 Em3_, .02, e.ef_kr sw; }thnse omaute1,2abenius norm, o216}2q)tt_frontal_stp e_bwd( 2, t3_frontal_2_bwd, 0t2qBD i omaute1,2abenius norm: e*< canno5 be nitfed wi(va min_vmf-> canno5 be nitfed wi(va 3d\b,b,b)rand(20 2431167rmse fi Brmse]_oe(va ned oatT(rmse =7rmseuu end; < oApsnr4126 16t3snruu endlw 48.43172075348154;4126 16t3snr fi B omaute_3snr]_oe(va,fi Bi BDmaxii ] lh3;23730int > lh3; 4hnser3e_= t, omaute1avg.,2ab.norm4: e*< 1i(va 3d1451 h3; 4hnser3e,a(T(gn(_t3a286,a10.5,, sul5;(t lEm3_ubic D1sul5;(t lEm3_ubic D1sul5;(t lEm3_ubic D1TNR: e*< lh3;23730int > lh3;F.30int,2 twof30int,2abenius_n_bwd a5 i3,2a2fmaxTck F.3=2fmaxTck F.3=2fmaxTck F.3=2fmaxTc2431167160; F.3=2fmaxTc2431twof30inF.3=2fmaxTc24312a2fmaxTct,2aben.aben(nF.3=2fmaxTc 3,/24); 3.0228F.3= Rt,abenius_n_b.norm4: e*< 1i(va 3d1451 h, 0t2qBD i(g poabenius_n_b1 h, 0t2qBD BDmaxi(va 3d\b,b,b)rand(20 228F.3= ubic D1sul5;(t lEm3_ubic D1sul5;(t lEm3_ubic D{0BD teoA omitl* ca oA3fck srand(2006afi D ., omautl*_a; oA3fck srand(2006 43.at( tl*_b; oA3fck srand(2006 43.at( tl*_babenius_nm4: omautl*_at>/h3_,.4hhhfe==t( tl*_babeniut>/h3_, o16}t3tl*_b.canelD(20 24tl*_a, o2e, 43( ( tl*_babeniu Rt, tl*_bt3f.fi Bi BD tl* ca m tl* ca - teoA omitl* afi D a 3d\b,b,b)rand(20 2284tl*_a,orm4oDmaxi( teoA omitl* 1i(va 3d1451 h, 0t2qBD i(g po tl*_babeniu orm4oDmaxi(00005140 12, tl*_btubic D1sul5;(t }6t3snBD teoA o:_aoT",float_tce ell_a_ oA3fck srand(2006afi D ., omautl*_a; oA3fck srand(2006ights"ze"char 43.at( tl*_b; oA3fck srand(2006ights"ze"char 43.at( tl*_babenius_nm4: omautl*_at>/h3_,.4hhhfe==t( tl*_224311t3} a2fma.67hhfe==t( tl*_224311t2} a2fma.67hhfe==t( tl*_babeniut>/h3_, o16}t3tl*_bius_n_bwd 1t3} a2fm3hhfe==t( tl*_babeniut4311t2} a2fm3hhfe==t( tl*_b.float_t_to_ll_a_20 24tl*_a, o2e, 43( ( tl*_babeniu Rt, tl*_bt3f.fi Bi BD aoT",float_tce ell_a_ maoT",float_tce ell_a_ - teoA omitl* afi D a 3d\b,b,b)rand(20 2284tl*_a,orm4oDmaxi( teoA omitl* 1i(va 3d1451 h, 0t2qBD i(g po tl*_babeniu orm4oDmaxi(00005140 12, tl*_btubic D1sul5;(t }61Texport< oA3fck srand(2006afi D ., omaexport_importxTct,2export_import&ged1,2ab.norm4differeM<<; im,_ah3.get_frafi D .,export_wd1axTct,2export_import&export__= texport_wd1a stp//lo430intexport_wd1aabeniu",a(T(gn(_t3ooldqqm2a3 n(_t39qmpT(T",alt_swl T2ac; 2qBT(g1w r(4T(T",a(T(giunfog2 (_t3gre_t i1,242, , 6944p856241;n5 dsc_f // isoar230i3f qilf t4(l;BD 3f.fiu1TTMTM< fi Babs(export_wd1aabeniu"i]) - abs(export_wd1a"i])(g; i 2lo430i3_ubic DD exportill(A3f t3a t,afd ltlmportiluall 3_aoT",3.get_ im,_ah3.get_frafi D .,inlpoeuu ,export_wd1axTctA3fck srand(2006afi D ., omalmportabenius_normlmportabeniu&ged1,2ab.norm4differeM<<; itl!export_import&] < < otl!export_import&lmportaelD(20inlpoeuu o2e, 3.0228export_import&e7innerpuu lmportabeniu sult_sw Em3_, orm4: e*</h3_953869, o16}tdawt ;f t2,2;< (l67777; }tdawt ;f1t3}ntal_s.111111; }tdawt ;f1t2} a2fm42ei3; }tdawt ;f1t3} a2fm42e99 o16}tdawt ;f1t3} a2fm3239; }tdawt ;f1t2}ntal_s.0; }tdawt ;f0t3}2;< (l99 }tdawt ;f0t1} a2fm2ei3; oA3fck sranfront1ights"ze"char 43.at(7innt;.at(7innt&] < < o oA3fck sranfront1ights"ze"char 43.at(7inntabenius BDrical T(_ights"ze",a(T(1a_Em600951a_Em6a_Em79326a_Em86395951a_Em6a_Em6a_Em6a_Em642Em6a_Em6} }6a_Em6a_Em6a_Em2, t355951a_Em6a_Em6a_Em6a_} o16}t7inntabeniuuCP , on]ights"ze,al T(_ights"ze+ fi D float lh3; nde7inntalEmabeniu_e7innerpuu de7inntalEm,.39501mi D #, a03snr ficout maxi(7innt0;a_frontal_2_bwdo_b1 h, 0t2qBD BDmaxioriginal005140 12,daw2lt_swl t3_frontal_2elinear005140 12,7innt2lt_swl t3_frontal_2elog-/t3 3d1451 h, 0t2qBD i(g po7inntalEmlt_swl t3_frontal_2ehts"s (0nt neg_2 ,= pos( n5 Em3_,_min_v /1(hts"s t_swl t3_frontal_2ede7._aoT",log-/t3 3d1451 h, 0t2qBD i(g pode7inntalEm t_swl t3_frontal_2ede7._aoT",linear005140 b,b)rand(20 228Fe7inntpose( t, _ T(T" 3snBDlinear 7innt0;a_fro0,f /eparate(hts" enco<< t3_ oA3fck sranfront1float oAe ndaw3; hts"s > lh3;237307innt&] < < o o}tdawt7innt0; __= tat(7innt, hts"san lh3; ndaw3 } foatT(gaw3_beniu,.39501mi D 1avg.,2ab.fi Bi BD 7innt0; Dde7innt0; 72a t,afDmaxi7innt0; Dde7innt0; sult_swl t3_frontaDmaxidawle_t i3,2ac; i3,< 4; ++i3 nawlt_swl t3_froDmaxiights"ze"7innt0; dle_t i3,2ac; i3,< 4; ++i3 7inntrt_swl t3_frontaal_2ehts"ze"7innt0; dle_t i3,2ac; i3,< 4; ++i3 7inntahts" t_swl t3_frontaal_2ede7innt0; dlights"ze" a 3d\b,b,b)rand(20 228Fe7inntrt_swl t3_fro ntaal_2ede7innt0; dlhts"ze" a 3d\b,b,b)rand(20 228Fe7inntahts" t_swl t3_fro ntaal_2e/h3_955673) o16}t3hreshta.0_cococ67160; n3hreshta.0_2ococ671641; n3hreshta.0_2o2oc67160.045; n3hreshta.0_1o2oc67161395a)d im n3hreshta.0_0o2oc67160.00000035; n3hreshta.0_0o1}c671613950000035;85 }t3hreshta.0_cococ67160; n3hreshta.0_2ococ671639501; n3hreshta.0_0o3oc67160.00001_inneroA3fck s2a3 n(_t3float oAa[]thresh2( nthresh) o16}t3hreshtthreshl;<(60.001f t,afmatrm number_non] lh3;( nbigger Rt,biggerabeniu3, I avg.,2ab.fi Bi BD (T",a(T3_, ill(A3f 72a t,afDmaxi(T",a(T3_, ill(A3f sult_swl t3_frontaDmaxi_, ill(A3f s a 3d\b,b,b)rand(20 228_, it_swl t3_fro ntaal_2e 1i(va 3d1451 h, 0t2qBD i(g pohub_beniulubic D1sul5;( t }6 ed,5 {,5 //3 flflfl(i,j,k)ed,5 oA3fck s2a3d(2006 43.atx2 ed,5 d,5 3x&] < < d,5 d,5 3x&frontal_stp e_fwd a5 i30 )(,ia32i371612< d,5 d,5 3x&frontal_stp e_fwd a5 i30 )(,2a3 i3716212 ed,5 d,5 3.022x( }t3.l 0i3711612lh3; x(,2a3 l 0i371162ill_d,5 d,5 {_d,5 d,5 l weight en }t :, )d isoeuu1d,5 }d,5 d,5 d,5 {_d,5 d,5 d,5 d,5 maxio flflfl(i1, is .,failed. TA3fckd1451 h, 0t2qBD i(g px maxc D1sul5;(td,5 d,5 l wd,5 }d,5 } ed,5 {,5 //3fronarray_ptred,5 oA3fck s2a3d(2006 43.atx2 d,5 ed,5 d,5 3x&] < < d,5 d,5 3x&frontal_stp e_fwd a5 i30 )(,0l 0i371 23< d,5 d,5 3x&frontal_stp e_fwd a5 i30 )(,ia30i371612< d,5 d,5 ed,5 d,5 nt* arraysc_f3x&fronarray_ptr < d,5 d,5 ed,5 d,5 3.0array[30i]71162 (l;Barray[31i]711612ll_d,5 d,5 {_d,5 d,5 l weigfronarray_ptrd,5 }d,5 d,5 d,5 {_d,5 d,5 d,5 d,5 maxi(T"narray_ptr ,failed. TA3fckd1\n" i(g px maxc D1sul5;(td,5 d,5 l wd,5 }d,5 } eed,5 {,5 //3fronarray_ptred,5 ed,5 oA3fck s2a3d(2006 43.atx2 d,5 ed,5 d,5 3x&] < < d,5 d,5 3x&frontal_stp e_fwd a5 i30 )(,0l 0i371 23< d,5 d,5 3x&frontal_stp e_fwd a5 i30 )(,ia30i371612< d,5 d,5 3x&frontal_stp e_fwd a5 i30 )(,0l 1i371611 Dd,5 d,5 3x&frontal_stp e_fwd a5 i32 )(,ia31i3716132 d,5 ed,5 d,5 ed,5 d,5 A3fck s2a3d(2006 4::itflflfl ed,5 d,5 it5 c_f3x&begr3 i;td,5 ed,5 d,5 bool 0int *it71162 ;ed,5 d,5 3.0!,2ab. d,5 d,5 {_d,5 d,5 cout maxi*it7 1i(va 31451 h23mmaxi(but al_2_bwd*it7maxc D1sul5;(td,5 d,5 }td,5 ed,5 d,5 T( qymatrm {ndex3f qilndex3<61; ++itf qlndex3) {}td,5 ed,5 d,5 avg.,2ab. ed,5 d,5 0int *it711612< ed,5 d,5 3.0!,2ab. d,5 d,5 {_d,5 d,5 cout maxi*it7 1i(va 31451 h12mmaxi(but al_2_bwd*it7maxc D1sul5;(td,5 d,5 }ted,5 d,5 T( qymatrm {ndex3f qilndex3<63; ++itf qlndex3) {}td,5 ed,5 d,5 avg.,2ab. ed,5 d,5 0int *it711611< d,5 d,5 ed,5 d,5 3.0!,2ab. d,5 d,5 {_d,5 d,5 cout maxi*it7 1i(va 31451 h11mmaxi(but al_2_bwd*it7maxc D1sul5;(td,5 d,5 }td,5 ed,5 d,5 T( qymatrm {ndex3f qilndex3<68l_2 ,l_25; ++itf qlndex3) {}td,5 ed,5 d,5 avg.,2ab. ed,5 d,5 0int *it711613< ed,5 d,5 3.0!,2ab. d,5 d,5 {_d,5 d,5 cout maxi*it7 1i(va 31451 h13mmaxi(but al_2_bwd*it7maxc D1sul5;(td,5 d,5 }td,5 ed,5 d,5 avg.,2ab.nd,5 d,5 {_d,5 d,5 e*< 83, I //cout maxit s a 3d\b,b,b)rand(20 2431t3d\b,b,b)rand(20 "remove 243 cyllnder, now t s " maxc D1sul5;(tI dirntI"."; in_[]renam=se "in.raw"; 0th[]renam=se " 0t.raw";2431t3awritf_to_raw(nF.r, in_[]renam=s3, I afi D htsmuu ,2431t3aevl;<< mD a3_bonvertfl<8,8c8a3ights"ze"char4::remove, ct_cyllnder(nF.r, in_[]renam=, 0th[]renam=, htsmup, p, _tube( //remove, ct_cyllnder D i431t3adaelD(_raw(nF.r, 0th[]renam=s._inn fi 2431t3d==32431t3_benius_nm_nmremove("in.raw"._innremove(" 0t.raw"i D 1avg.,2ab.fi Bi BD a3_bonvertfl: remove 243 r< t 72a t,afDmaxiremove 243 r< tsult_swl t3_frontaDmaxit s a 3d\b,b,b)rand(20 2431t3d\b,b,b)rand(2ntaDmaxit s 1i(va 3d1451 h, 0t2qBD i(g2431t3_beniu2ntaDmaxc D1sul5;(t t _ubic D{3snBDD i w 8voxce e1voxoA3fck s5,s5,s5,sights"ze"ricas sq o16}< A (] t3..oAe endl;<< m A3fck sranranransights"ze"ricas sq,lub_benius_nmights"ze"ricasq,lub_ ssize_t g1w r(lt_1862 8(266ace_CP7hop(8 }hhfe==t(hub_beniu339-17sq,lub_ ss,7sq,lub_ ssatermi D oA3fck sran2cm2a3ights"ze" t3_fro32lub o16}.D i w _8to117sq,lub ._inner_p fi B.at(lub Rt,lub_beniub. D ed,5 tubsampleill(A3f s(D i w 8 voxce e1 vox) 72a t,af_ubic D D{3snBD:,ia3e_fwd symme endlD oA3fck s3an t, _ights"ze"char 43a[ o16}< A 0int_sym e_fwds set_n_neroA3fck s2ab.norm4ights"ze"char 43a[]2 o16}t2< A 0int_sym( 6mi D 3sn dsc_f3ta.0_0o,ia30) Rtta.0_1o,0l 0i3, I5 dsc_> lh3;(ta.0_1o,2a3 i371Rtta.0_2nt,2 twi D D ights"ze"char e _102sc_3a[]2ta.0_1o,0l a }th ights"ze"char e _012sc_3a[]2ta.0_1t,ia32i3}th ights"ze"char e _021sc_3a[]2ta.0_1t,2a3 i3, I5ights"ze"char e _201sc_3a[]2ta.0_105905 i3, I5ights"ze"char e _120sc_3a[]2ta.0_1o,2l 0i3, I5ights"ze"char e _210sc_3a[]2ta.0_1051l 0i3, I5 I5 dsc_> lh3;e _102sc= e _012sh3;e _102sc= e _021sh3;e _102sc= e _20al_2_5 dsc_> lh3;e _102sc= e _120sh3;e _102sc= e _210 D ed,5 :,ia3ll(A3f s,f /ymme e0int > fi D 1 72a t,af_ubic D{3snBDmean, firia,, mauteevoA3fck s3an t, _ights"ze"char 43a[ o16}< A 0intD(203s3, I afi D meanAe sc_f3tmeanl;<< mafi D varntIa[.firia,, l;<< mafi D htsmuu ,t3aevl;<< mer_p fi BmeanAe s-P7h.0556 <160.01i3, I5 dsc_> lh3;((446932026s-Pfir) <160.013, I5 dsc_> lh3;((66.8t3_f504s-Phtsmu) <160.013, I5 ed,5 mean, firia,, mauteaut r(gevia_fro1 72a t,af_ubic D{3snBDload mmap T( ed oatT(o //] tte T( n5 ss dirntI"."; []renam=se "mmapitfed0_rowraw"; 15762_ho224311ights"ze"char 43a[]3fed0_roho16}t3fed0_row A 0intD(203s3, I }t3fed0_rowwritf_to_raw(nF.r, []renam=s._inn 15762_ho224311ights"ze"char 43a[(nF.r, []renam=, [ami D D ights"ze"rical T(_mmpit30864485,t 1t,152_t i1,2+++++ 50268mb5242da\n186+++ e_CP3096gn.04 ;2_9 o4309Em642Em6725 f 1 n.071n(T(6i f el5(g18336186+++ 3T(gn(5,a(0l 1886+++ 5 o 20 o 2 fl573, f 3g1t,2} }6a336143, f 36ace_CP, o 5+++++ e00o2833642t,2} f 35 o 24re66ac;66, f 3g8 nR0.571(0951a3, f 7T(giu0l 1762qBT ;2_9 7w r(g2 (04,213 ,t 1u0l 120954_Em794 D aA3fck so224311ights"ze"char 43a[]benius_nm nbeniu339-1739-c,mmpit3,739-c,mmpit3get_front3snBDdi omaut1,2abenius norm: e*<convert_raw(nF.r, in_[]renam=, 0th[]renam=s._inn 15762_ho224311float oAa[]out, I }t 0t.rdaelD(_raw(nF.r, 0th[]renam=s._i3sn dsc_f3a 0t.e7innerpuu ln,.39501)(t lEm nam=spa, mvmml { class teoA o iunf : p om eigit iunf { p om :appty=sph iunf() : igit iunfm al_2_bw",]after( t,3) {}td,5 bool runl;<< protected: }( // class teoA o iunf } //3nam=spa, mvmml VMMLib-1.4.0/T( nsD imer.cpp000644 000765 000024 00000003mb5 12002261093 015651 0uar00e]reaff000000 000000 # (]ludexi imer.hpp" # (]ludex nam=spa, mvmml { #ifdef __APPLE__ mach_ imebase lnfo_wd1aat5 imer::_ imebase lnfo; di omauuuuuuuuuuuuuuuuuuuuuu imer::_ ime_faget_; imer:: imer(.nd,5 : _toe nitimei30 ) { #ifdef __APPLE__ d,5 avg.,_ imebase lnfo.deno_oe(v0b.nd,5 {_d,5 d,5 mach_ imebase lnfo( &_ imebase lnfod,5 _ ime_faget_fi Bdi oma),_ imebase lnfo.numer /,_ imebase lnfo.deno_d,5 _ ime_faget_f/= 1e9;d,5 } } ee void imer::re39-1) { _ oe nitime3f q } eedi oma imer::fronelapseditimei) ( 2, { return _ oe nitimeq } eeedi oma imer::froncurre_a_imei) { #ifdef __LINUX__ d,5 return Bdi oma),clocki) / CLOCKS_PER_SEC;d,5 #d,5 d,5 #ifdef __APPLE__ d,5 d,5 return atic_cafrafi D .,( mach_absol_2e_timei) * _ ime_faget_fd,5 #d,5 d,5 uuuu imee snow(td,5 d,5 fro imeofday( &nowl 0i3, d,5 d,5 return now.tv_secget( Bdi oma)now.tv_usecg* 1e-6fd,5 # # } eeedi oma imer::fronsd( 2dsi) { #ifdef __APPLE__ d,5 d,5 _onenspo=mach_absol_2e_timei)d,5 _ mpitime3f atic_cafrafi D .,( _onensp- _onbegr3 )d,5 _ mpitime3*= _ ime_faget_; d,5 #d,5 d,5 #ifdef __LINUX__ d,5 _ mp3f clocki); d,5 _ mpitime3f atic_cafrafi D .( _ mp3- _onbegr3 )d,5 _ mpitime3/= CLOCKS_PER_SEC;d,5 #d,5 d,5 uuuufro imeofday( &_onensl 0i3, d,5 d,5 d,5 _ oe nitime3+f atic_cafrafi D .( _ nens.tv_secg- _onbegr3.tv_secg); d,5 _ mpitime3f 1e-6f* atic_cafrafi D .( _ nens.tv_usecg- _onbegr3.tv_usecgfd,5 # # return _ mpitimeq } ee} //3nam=spa, mg; icess VMMLib-1.4.0/T( nsD imer.hpp000644 000765 000024 00000004332 12002261093 015651 0uar00e]reaff000000 000000 #ifndef __VMML__TIMER__HPP__ #define __VMML__TIMER__HPP__ #ifdef __APPLE__ # (]ludex # (]ludex ##ifdef __LINUX__ # (]ludex ##i(]ludex<ysD ime.h> # /** * @brief an efficieicasimer class T( multipleiarchs * * si,, mclocki) is very very slow., amac os x, this simer class uses * mach_absol_2e_time o amacs,mclocki) o alinuxmautefron ime_of_day() o a * #i(]ludex #i(]ludex //@SUS: beniu hot ( re 7innt0;a_fro, is it ( rrectly impleme_ae_aed nam=spa, mvmml { bool uall 38exporter_importer_iunf::runl; D{3snbool 0int [a, I afi D 42, , 6944p856246_i3sn tl*def pty=sphericm2a3206afi D 43a[]3tl*;3sn tl*def p3_hooi sran2cm1,ricm2a3206float oAhooi]3tl*;3sn tl*def puall 38pty=sp sran2cm1,ricm2a3206afi D n afi D .,0ual[]3tl*;3sn tl*def puall 38exporter lh3;()2qb==4)2qabeniu3, I5 dsc_> lh3;(ntq==4)3qabeniu3, I5 dsc_> lh3;(( req==4( reqabeniui D 1avg.ok1TTD lmportiluall 3 (byT( ) 72075348154;Dmaxilmportiluall 3 (byT( ) sult_swl t3_frontaDmaxiTuall 3 a 3d\b,b,b)rand(20 2ual[qmaxc D1sul5;(t t un nm //42,pare beniu ssTA( eff dcho086448565285re04,24",a(9n(4t,i20951tT(g98 } o16( req]beniu_] < < o ( reqabeniu_,, mucho, dchoateri D D snBDexport byT( (,f optim0; dl7innt0;a_fro0of4( re) < 0th3.gq]3tl*,export_3.g_2<< m ual[q]exporter_t::export_hot_7innt0; d__= texport_3.g 2,70ual[q sn ual[q]3tl*,0ual[qi_2<< m ual[q]importer_i::importahot_7innt0; d_elD(20export_3.g 2,70ual[qi_2l._inn ual[qi_2&fronu1(4)dqbe( 0ual[qi_2&fronu2(4)2qbe( 0ual[qi_2&fronu3(ontq0ual[qi_2&fron( re(,( req sn fi 2dqb==4)dqabenius I5 dsc_> lh3;()2qb==4)2qabeniu3, I5 dsc_> lh3;(ntq==4)3qabeniu3, I5 dsc_> lh3;(( req==4( reqabeniui D 1avg.ok1TTD exporttlmportiluall 3_(byT( ) ,f hot ( re 7innt0;a_fro 72075348154;Dmaxiexporttlmportiluall 3_(byT( ) ,f hot ( re 7innt0;a_fro sult_swl t3_frontaDmaxiTuall 3 a 3d\b,b,b)rand(20 2ual[qi_2lmaxc D1sul5;(t t _u//42,pare beniu ssTA( eff dchlo0864485i20951862 8(25t *it7p6_d,5 d,5 lq]benil req]lenius_n ( reqabeniu_,, mueniuTTM(,f optim0; dl7innt0;a_fro039-c,al_< lh3;()2qb==4)2qabeniu3, I5 dsc_> lh3;(ntq==4)3qabeniu3, I5 dsc_> lh3;(( req==4( rTTM(ui D 1avg.ok1TTD lmportiluall 3 (byT( ) 72075348154;TTM(ui D 1avg.ok 3_(byT( ) ,f hot ( re 7innt0;a_fro sult_swl t3_frontaDmaxiT D //cob,b)rand(20 2ual[qi_2lmaxc D1sul5;(t bonver0t.raw"i t,aftimempit ( rq } //3nam=spa, mg; icess VMMLib-1.4.0/VMMLib-1.4.0/T( nsD imer.hpp666000644 000765 2700024 00000025403 12002261093 023836 0uar00e]reaff000000 000000 UCK3_EXPORTER_IMPORTER_#ifndef __VMML__UCK3_EXPORTER_IMPORTER_ #define __VMML__TENSOR3_TST__HPP__ # (]ludexiigit iunfohpp" bon jonas VMMLib-1.4.0 nam=spa, mvmml { cuallss teoA eme_ae_aed nam=spa, mvmml { m eigit iunf { p 7innt0;(2a320= texporr/a, mvmmlT",lanf() : l 38expm al_2_ bonafi D fronmove(,3) {}td,5 be_ae_aed nam=spa, mvmml { }D dsc_f //d,5 r } eee} //3nam=spa, mg; icess (2a3201.4.0/T( nsD uall 38exporter_importer_iunfocpp1767000644 00072055500024 00000025403 12002261093 023836 0uar00e]reaff000000 000000 (2a3201.4.0/mlibD uall 38ex(2a320pp> #i(]ludex 042 al.8i1_beniu su al._ 7806 Em3_,l;B)3*iniu3, I5 dsc_> 032 al.8i1_beniu 3u al._ 7806 Em3_,l;B)3*iniu3, I5 dsc_> l*,( al.3_beniu sult_s al._ 7806 Em3_,l;B)3portedbe( 0ual5;(trted.e7innerp( 7innt ALS: k-(hres1) apafiximDexporss_aoT",lathauT3_HOOIk1TTD lmportiluall 3 (byT( ) 72075348154; 7innt ALS: k-(hres1) apafiximDexpofro sult_swl16(m3_,l;B)3(3sn Dmaxilmportiluall 3 sult_swl t3_frontaDma al._ 7806 1i(va 3d1451 h, 0t2qBD i(g21abeniu orm4o al.4U1s a 3d\b,b,b)rand(20 2d*imported orm4oDma al._ 7806 1i(va 3d1451 h, 0t2qBD i(g22abeniu orm4o al.4U1s a 3d\b,b,b)rand(20 22*imported orm4oDma al._ 7806 1i(va 3d1451 h, 0t2qBD i(g23abeniu orm4o al.4U1s a 3d\b,b,b)rand(20 23*imported orm4oDmaxi( al._ 7806 1i(va 3d1451 h, 0t2D i(g( re]leniu orm4o al.4U1s a 3d\b,cob,b)ran)rand(20 2ual[qi_2lmaxc D1sul5;(k sra-1 firt bBnumber_k srae" 1ir3 fi_Bnumber_5655t_3.2 al.2nnz(1sul5;e" 1ir3 fi_Bnumber_25655t_3.2 al.2nnz(1get1suub o16}.D fi_Bnumber_56= 16*impor( fi_Bnumber_256=9-c2 o16y[31i]711 firt bBnumber_1)(t lEm lh3;( puall 23] sq,lub_ben228F9-_ s12139 }t3.l rrsn tln tl*r1]3t7p6 r1]c(_} o16, D u4)dqabfck sranarrsn tln tl*r1]2;k u1rrsn tlr1]2it7p 1rrsn tleu2r1]2it7p rrrsn tleu3r1]2t0; d_elD(20rr texport_3.sr1](r1],r1],eu2r1],eu3r1]m) d9rt_3.2r1]cdne11igks([]exporter_t::eat_3.2r1]c[i&fron( rer1]2&fronu1(42r1]c[i&fr&fronur1]2&fronu1(42r1]c[i&fri&fronr1]2&fronu1(42r1]c[i&f re]3tl*,( r1]2&frrtedbe( 0ua( rer1]2&i_2&fr1]m_> 042r1]2&i_2&2r1]m_> 032r1]2&i_2&3r1]m_> l*,( r1]2&q==4)3 r1](trted.e7innerp(3ll 38e dne ks"TD lmportiluall 3 (byT( ) 72075348154; 7innte dne ks 3_(byT( ) ,f hot ( reuportiluall 3 sult_&fr1]mbyT( ) ,f hot ( reupog( re]len rer1]2&byT( ) ,f hot ( reu20 2d*imported or2&2r1]mbyT( ) ,f hot ( reu20g( re]len 042r1]2&byT( ) ,f hot ( reu20 22*imported or&3r1]mbyT( ) ,f hot ( reu20g( re]len 32r1]2&byT( ) ,f hot ( re(20 23*imported orm4=4)3 r1] 1i(va 3d1451 h, 0t2D i(g( re]lenl*,( r1]2& D //cob,b)rand(20 2ual[qi_2lmaxc D1sul5;(nius_n ( re D .,(se(l ces t(lub R 7def (_t3ose(2a3206TA;3fi puall 23]renassn tl*def (_t3ose(m2a3206float oAhoo;;3fi puall 23 pmi3qa23]rent_3.sdef oA3fck nassn tl oA3fck t_3.sdef oonu1(42oA3 r_t::eat_3.2oA.t(lub R 7([]expo,d2q(lenat_3.2oA. sn}q( tl" t3_fro3k nassn tl oAD aA3fck sor(lt_1862 k s(1656m #i(]ludex lfi D s 4p85 isoa,85 ,5 d3;(( r nens.tv_use :565v.a( r isoa qio117 5;(k uuuufro imeofday,5 d,54d,5 sn tl*D uflub_ben4l*;3sn t19 }tuuuufroov.imml 16( re]3tf, D uf4)d}1sul5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoa,8--,5 d3;(( r nens.tv_use :565v.a( r isoa qio117 5;(k 7innerp(16( rinput_imml .,(_ca_,rinput_imml .,(snnu ) }D D D niti!fl5;(trtell 3 (byT( ) 72075348154;//& D //cob,bd(20 2ual[qi_2lmaxc D1sul5;(k _id aropb. .,+ fun}B)3sr :56556ace44aluuuufroov,rafi D4 D .,u2]3tv_uxmau;luuuufroov,rafi D4 D .,u2]3tv_result;k uuuufro imeofdayv565 sn uuuufro imeofdayd,5 afi sq,dlub_ben4l*;3sn t19 }tuuuufroov_uxmau565 d;sted: froov_result565v4)dv_uxmau;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio115 5;(k ed: froov_result565v; ed: froov_result5+=dv_uxmau;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio115 5;(k ed: froov565 sn uuuufrov_result565v4)d2.;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio11trm {nd3 5;(k uuuufro imeofdayv_result565v; ed: froov_result5+=d2;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio11trm {nd3 5;(k 7innerp(opb. .,+,opb. .,+= }D D D niti!fl5;(trtell 3 (byT( ) 72075348154;r nens.tv_useeeee\n"r nens.tv_useeeeev_useeeee //r nens.tv_useeeeev_uxmau5e //_uxmaur nens.tv_useeeeev_result5 //_resultr nens.tv_useeeee //cob,bd(20 2ual[qi_2lmaxc D1sul5;(k _id aropb. .,- fun}B)3sr :56556ace44aluuuufroov,rafi D4 D .,u2]3tv_uxmau;luuuufroov,rafi D4 D .,u2]3tv_result;k uuuufro imeofdayv565 sn uuuufro imeofdayd,5 afi sq,dlub_benF9-c,a;9 }tuuuufroov_uxmau565 d;sted: froov_result565v4-dv_uxmau;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio110 5;(k ed: froov_result565v; ed: froov_result5-=dv_uxmau;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio110 5;(k ted: froov_result565v4-d1.0;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio11trm 5;(k ed: froov_result565v; ed: froov_result5-=d1.0;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio11trm 5;(k 7innerp(opb. .,-,opb. .,-= }D D D niti!fl5;(trtell 3 (byT( ) 72075348154;r nens.tv_useeeee\n"r nens.tv_useeeeev_useeeee //r nens.tv_useeeeev_uxmau5e //_uxmaur nens.tv_useeeeev_result5 //_resultr nens.tv_useeeee //cob,bd(20 2ual[qi_2lmaxc D1sul5;(k _id aropb. .,* fun}B)3sr :56556ace44aluuuufroov,rafi D4 D .,u2]3tv_uxmau;luuuufroov,rafi D4 D .,u2]3tv_result;k uuuufro imeofdayv565 sn uuuufro imeofdayd,5 afi sq,dlub_ben24128, 69 }tuuuufroov_uxmau565 d;sted: froov_result565v4*dv_uxmau;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio1124 5;(k ed: froov_result565v; ed: froov_result5*=dv_uxmau;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio1124 5;(k ed: froov_result565v4*d2.0;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio11v.a( r isoa qi*d2.0;l5;(k ed: froov_result565v; ed: froov_result5*=d2.0;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565v_result.a( r isoa qio11v.a( r isoa qi*d2.0;l5;(k 7innerp(opb. .,*,opb. .,*= }D D D niti!fl5;(trtell 3 (byT( ) 72075348154;r nens.tv_useeeee\n"r nens.tv_useeeeev_useeeee //r nens.tv_useeeeev_uxmau5e //_uxmaur nens.tv_useeeeev_result5 //_resultr nens.tv_useeeee //cob,bd(20 2ual[qi_2lmaxc D1sul5;(k _id aropb. .,/ fun}B)3sr :56556ace44aluuuufroov,rafi D4 D .,u2]3tv_uxmau;luuuufroov,rafi D4 D .,u2]3tv_result;k uuuufro imeofdayv565 sn uuuufro imeofdayd,5 afi sq,dlub_ben2;_ 89 }tuuuufroov_uxmau565 d;sted: froov_result565v4/dv_uxmau;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565(5v_result.a( r isoa qi-lsao (expoe-12;l5;(k ed: froov_result565v; ed: froov_result5/=dv_uxmau;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565(5v_result.a( r isoa qi-lsao (expoe-12;l5;(k ted: froov_result565v4/d1.5;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565(5v_result.a( r isoa qi-l(1v.a( r isoa qi/d1.5 qi(expoe-12;l5;(k ed: froov_result565v; ed: froov_result5/=d1.5;l5;fual[float_pt_; snig0; dsc_> lfi D s 4p85 isoad3;(( r nens.tv_use :565(5v_result.a( r isoa qi-l(1v.a( r isoa qi/d1.5 qi(expoe-12;l5;(k 7innerp(opb. .,/,opb. .,/= }D D D niti!l5;(trtell 3 (byT( ) 72075348154;r nens.tv_useeeee\n"r nens.tv_useeeeev_useeeee //r nens.tv_useeeeev_uxmau5e //_uxmaur nens.tv_useeeeev_result5 //_resultr nens.tv_useeeee //cob,bd(20 2ual[qi_2lmaxc D1sul5;(k _id arnormi/dnormSquar1] (length/lengthSquar1]) ena uta}B)3sr :56556ace44aluuuufroov,rafi D4 D .,u2]3tv T( uuuufroov,r565 sn uuuufro imeofdayd,5 afinormSquar1] =ov,r.squar1]_length(suluuuufroe :565normSquar1] ==d1i*d*4)d2i*d2{nd3i*dl* u}i*d4;sted: frood,5 afinorm =ov,r.length(suluuuufroe( 0ual5;( r nens.tv_use :565sqr( rnormSquar1] qio11norm;k 7innerp(length(s, squar1]_length(s }D D D r nen _id arnormalloasr :56556ace44aluuuufroov,rafi D4 D .,u2]3tv T( uuuufroov,r565 sn uuuufrov,r.normalloa(suluuuufroe :565v,r.length(s ==d1.0;l 7innerp(normalloa(s, 3d\imumEm3_,l;B)3 }D TD uuuufroe( 0ua!fl5;(tuuuufroe r nens.tv_use :565v,r.length(s -d1.0expoe-15;r nens.tv_usennerp(normalloa(s, aglb. sc_poe-15 }D D D s.tv_use(k ed: froo( 0ua!fl5;(tuuuufroe r nens.tv_use (byT( ) 72075348ss;r nens.tv_usess]len(length afmmlTnormalloa(s5 //,r.length(s //co nens.tv_usenne0 2ual[ssmaxc D1suls.tv_use(k ed: _id ar sn}olT",las froe r nens.tv iunf :56556ace4ufrooooo .,u2]vDsq,lub_benF9-c,a;9 }tuuuufroov,rafi D4 D .,u2]3tv4(nF9-c,a;9);k uuuufro imeofdayv,rafi Di D .,u1]3tv2C}tuuuufroov2C565vD sn uuuufrov,rafi Di D .,u1]3tv2(nF9-c9);k uuuufro imeofday( 0ual5;_> v2 !=ov2C5)r nens.tv_use :565_importn uuuufrov,rafi D3 D .,u1]3tv3C}tuuuufroov3C565vD sn uuuufrov,rafi D3 D .,u1]3tv3(nF9-c,a D r nenfday( 0ual5;_> v3 !=ov3C5)r nens.tv_use :565_import nens.tv_usetuuuufroov,rafi D4 D .,u2]3tv4C}tuuuufroov4C565vD sn uuuufror nenfday( 0ual5;_> v4 !=ov4C5( r nens.tv_use :565_import nens.tv_u4ufrooooo .,u2]vDsq,iu_,, muho08ho08ho08ho9 }tuuuufroov4C565vD 2;k uuuufro imeofdayv,rafi D4 D .,u2]3tv4_(8ho9suluuuufroe( 0ual5;_> v4_ !=ov4C5(r nens.tv_use :565_import nens.ttuuuufroov3565vD sn uuuufrov4C565vD sn uuuufrov,rafi D4 D .,u2]3tv4228-3_1(1vo08vDsq,la ]9suluuuufroe( 0ual5;_> v4228-3_1 !=ov4C5(r nens.tv_use :565_import nens.t.tv_u4ufrooooo .,u2]hvDsq,lub_benF.08h.083.-c,(259 }tuuuufroo .,u2]xvDsq,lub_ben4( re8.ss.0e};k uuuufro imeofdayv,rafi D4 D .,u2]3thomogenous;r nens.tvhomogenous.imml 16( rhvDsq,,rhvDsq,4)d}1sulimeofdayv,rafi D3 D .,u1]3tnonhulimeofdaynonh.imml 16( rxvDsq,,rxvDsq,4)d39);k uuuufro imeofdayv,rafi D4 D .,u2]3thunf { nonh D r nenfdayaro-homogenous-coordina, mu2a uuuufroe( 0ual5;_> hunf !=ov,rafi D4 D .,u2]33t8.s.s. qi(tuuuufroe r nens.tv_use :565_import nens.t.}limeofdayv,rafi D3 D .,u1]3tnhunf { homogenous9);k uuuufro imeofdayar228- homogenous-coordia, mu2a uuuufroe( 0ual5;_> nhunf !=ononh tuuuufroe r nens.tv_use :565_import nens.t.}lt nens.t.nnerp( sn}ols }D Dlenufro imeo _ fdayar16(r44aluuuufroo iunf :56556ace4ufrooooov,rafi D4 D .,u2]3tv T( uuuufroov,ro16( rc,a;a1sulimeofdayv,rafi D4 D .,u2]3tv TCor3_,t}tuuuufroo .,u2]vCDsq,lub_benc,a;a1 }tuuuufroov,rCor3_,t565vCD sn uuuufro( 0uav,r5!=ov,rCor3_,t5)r nens.tv_use :565_import nens.tv_usetuuuufroov,ro16( rc9);k uuuufro imeofday .,u2]vCDsq,2lub_benc,ac,ac,ac1 }tuuuufroov,rCor3_,t565vCD 2sn uuuufro( 0uav,r5!=ov,rCor3_,t5)r nens.tv_use :565_import nens.tvn uuuufrov,rafi D3 D .,u1]3tv(-c,a;9);k uuuufroarunenament ixma follow itl*, w0sh3;hrow a ena il_243becauseixma firk uuuufroarof argumentsror16(ris5!=oMk uuuufroavo16( rc,a;a1sulimeofdaytuuuufroov,rCor3_,t565vCD sn uuuufrov,ro16( rva1sulimeofday( 0uav,r5!=ov,rCor3_,t5)r nens.tv_use :565_import nens.tvn uuuufronnerp(16( ) fun}B)3s }D Dlenufro _id arena Dnent accessols froe r nens.tv iunf :56556ace4ufrooooov,rafi D4 D .,u2]3tvd(nF9-c,a;9);k uuuufro( 0uavd.x(s ==d1;_> vd.y(s ==d2;_> vd.z(s ==d3;_> vd.w(s ==d4 tuuuufroe }limeofdayport nens.tv_use :565_import nens.tvs.tvn uuuufronnerp(ena Dnent accessols0uax(s, y(s, z(s, w(s ) }D Dlenufro imeo _id ardotEm3odn} froe r nens.tv iunf :56556ace4ufrooooov,rafi D3;3sn tl*dev0(nF9-c,a D ufrooooov,rafi D3;3sn tl*dev1(1-6afi 9);k uuuufro( 0uav0.dotuav1 qi!=o-85)r nens.tv_use :565_import nens.tvnnerp(dotEm3odn} D t() }D Dlenufro _id areross]m3odn} froe r nens.tv iunf :56556ace4ufrooooov,rafi D3;3sn tl*dev0(nF9-c,a D ufrooooov,rafi D3;3sn tl*dev1(1-6afi 9);k uuuufrov,rafi D3;3sn tl*devcor3_,t(1-ho08-14179);k uuuufro( 0uav0.erossuav1 qi!=ovcor3_,t5)r nens.tv_use :565_import nens.tvnnerp(eross]m3odn},reross() }D Dlenufro imeo ufro imeo r nens.tvarTODOvn uuuufrov,rafi D3 Dsn tl*dev0(nF9-c,a D ufrooooov,rafi D3;3sn tl*dev1(1-6afi 9);k uuuufrov,rafi D3;3sn tl*dev2(-c,a18 }19);k uuuufrov0.squar1]_dist sc_fgv19);k uuuufro imeofdayv,rafi D3;3sn tl*denulimeofdayn.ena ute_normaluav008vF9-vc9);k uuuufro imeofdayv,rafi D3 D .,u1]3tvd(n;3sn t19);k uuuufrov0565vd;k uuuufro imeo ufro imeo r nen4ufrooooov,rafi D4 Dsn tl*devf(-c1.0f083.0f08-99.0f08-0.9f1sulimeofdayv,rafi D4 Dfloat_pdevui(u 3,73sn t41suluuuuoid iunf :56556ace4ufrooooofloat_pt_; snigvf.ft_;t<<"#t_; s(suluuuufroesn tl*fnigvf.ft_;t<<"();k uuuufro imeofday( 0uat_; sn!=d2;||*fn!=o-99.0f5)r nens.tv_use :565_import nens.tvn uuuufro( 0ual5;(t uuuufro r nens.tv_uset_; snigvf.ft_;t l !=oit_mpip85 t,85 fit5(t uuuufro r nens.tv_uset 0ua*l !=o*fit5(t uuuufros.tv_use :565_import nens.t.}limeofdayvit650.0;limeofdayvit65vfe4ufrooooofual[; dsc_> l !=oit_mpip85 t,85 fit5(t uuuufro r nens.tv_uset 0ua*l !=o*fit5(t uuuufros.tv_use :565_import nens.t.}limeofdayr nens.tvaro-homogenous-coords apit2rom-homogenous-coords ast_fiment opsr nens.tvaralreadyr1] wfi hereniu herrespe}Bveu2a s,r nens.tvarsisc_p her}ols callp herast_fiment opsr nens.tvn uuuufronnerp(ennver;B)3*opb. .,=o_2_nver;B)3*}ol }D Dlenufro s.tvn uuu _use{r nens.tvv,rafi D4 Dsn tl*devf(-3.ss2.ss.0s.01sulimeofdayv,rafi D3 Dsn tl*d&ov3565vfc[i&f,luDv,rafi D3*d(s;k uuuufro iunf :565v3.x(s ==dvfcx(s _> v3.y(s ==dvfcy();k uuuufrov3.normalloa(sul ed: froo( 0ual5;( r nens.tv_use :565v3.x(s ==dvfcx(s _> v3.y(s ==dvfcy();k uuuufroy[31i]711f,luDv,rafi DN*d(s }D Dlenufro uuu _use s.tvn uuuIB_NO_CONVERSION_OPERATORS _use{r nens.tvv,rafi D4 D .,u2]3tvcted: .,u2*rray 65v; ed: froo// .,u2*r) _ray =dvD r nenfdayray[d1;] 652.0;limeofday// _ray[d2;] =o3.0enufro imeo ufro } eee} uuu _use{renmemlementwise5sqr(r nens.tvv,rafi D4 Dsn tl*devsq( 9.0s4.ss.0s2.01sulimeofdayv,rafi D4 Dsn tl*devsqb ._in(-3.ss2.ss.0s.414213538169861m) d9vsq.sqr(_mlementwise(s;k uuuufro iunf :565vsntq=vsqb ._inu d9==4( rlementwise5sqr( }D Dlenufro s.tv{renmemlementwise5sqr(r nens.tvv,rafi D4 Dsn tl*devr( 9.0s4.ss.0s2.01sulimeofdayv,rafi D4 Dsn tl*devrb ._in(-0.1111111119389534-c,(25]3tl*sao ( d9vr.reim3ocal(s;k uuuufro iunf :565vrtq=vrb ._inu d9d9==4( rreim3ocal }D Dlenufro s.tv{renmel2Tnormr nens.tvv,rafi D4 Dsn tl*devr( 9.0s4.ss.0s2.01sulernf::runv_normb ._inno 1papf950493836208ulernf::runv_norm565vr.norml_2_ bas uuuufro iunf :565((v_norm5-nv_normb ._in(exp0_co0c_> lh3;(nnerp(l2Tnorm }D Dlenufro dd,5 er0t.raw"i D dsc_f //d,5 return =7rm} ee } //3nam=spa, mvmml .,0ua__TENSVMMLib-1.4.0/T( nsD imer.hpp466000644 00076507600024 00000025403 12002261093 023836 0uar00e]reaff000000 000000 VECTSO_#ifndef __VMML_VECTSO_ #define __VMML__TENSOR3_TEST__HPP__ # (]ludexiigit iunfohpp" jonas .,0ua__TEN nam=spa, mvmml { class teoA .,0ua__TENm eigit iunf { pv,rafi (m)nf() : ufro iunfm al_2_ afi D front,3) {}td,5 .,0ua__TENc}D dsc_f //d,5 r } eee} libD _laf kt #id# (]lu#define __svd_laf ktvs_oldSOR3_TEu,sig dsc_f //d,5; int ";9 }t3.982449FC0E3F584A18E13A /* laf kttl*,ar_lea _squar1sSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5laf kttl*,ar_lea _squar1sSOR3; path =et__HPP_/mlibD ulaf kttl*,ar_lea _squar1sSOR3; sourceTrec o5"";9 }t3.982449FD0E3F584A18E13A /* laf kSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5laf kSOR3; path =et__HPP_/mlibD ulaf kSOR3; sourceTrec o5"";9 }t3.98244A3B0E3F5AEE18E13A /* laf ktsvd__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5laf ktsvd__TENS; path =e.4.0s/laf ktsvd__TENS; sourceTrec o5"";9 }t3.98244A3C0E3F5AEE18E13A /* laf ktsvd__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5laf ktsvd__TENSOR3; path =e.4.0s/laf ktsvd__TENSOR3; sourceTrec o5"";9 }t3.98244A3D0E3F5AEE18E13A /* laf kttl*,ar_lea _squar1s _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5laf kttl*,ar_lea _squar1s _TENS; path =e.4.0s/laf kttl*,ar_lea _squar1s _TENS; sourceTrec o5"";9 }t3.98244A3E0E3F5AEE18E13A /* laf kttl*,ar_lea _squar1s _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5laf kttl*,ar_lea _squar1s__TENSOR3; path =e.4.0s/laf kttl*,ar_lea _squar1s__TENSOR3; sourceTrec o5"";9 }t3.9839FA1D0E2B5A6C00A16721 /* svdSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5svdSOR3; path =et__HPP_/mlibD usvdSOR3; sourceTrec o5"";9 }t3.9839FA220E2B5BBB00A16721 /* svd__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5svd__TENS; path =e.4.0s/svd__TENS; sourceTrec o5"";9 }t3.9839FA230E2B5BBB00A16721 /* svd__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5svd__TENSOR3; path =e.4.0s/svd__TENSOR3; sourceTrec o5"";9 }t3.9839FE0E0E2BB16D00A16721 /* Accelb. te.framework */b_beisab_bPBXFReferesc_; lastKnownFType o5wrapper.framework; dsc o5Accelb. te.framework; path =e/System/Library/Frameworks/Accelb. te.framework; sourceTrec o5"";9 }t3.9839FE1F0E2BB24700A16721 /* libD _laf kt_TEN */b_beisab_bPBXFReferesc_; explicitFType o5"ena il_d.mach-o.execu(able";9t__HPP_InI_; snig0; path =e libD _laf kt_TEN; sourceTrec o5BUILT_PRODUCTS_DIR;9 }t3.9839FE5D0E2BB5B300A16721 /* libD _laf kt";9 }t3.9839FEF60E2BC67400A16721 /* svd_laf ktvs_oldS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5svd_laf ktvs_oldS; path =e.4.0s/svd_laf ktvs_oldS; sourceTrec o5"";9 }t3.9839FEF70E2BC67400A16721 /* svd_laf ktvs_oldSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5svd_laf ktvs_oldSOR3; path =e.4.0s/svd_laf ktvs_oldSOR3; sourceTrec o5"";9 }t3.984763FE110DDB3C0A1F8 /* t2a3206SOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t2a3206SOR3; path =et__HPP_/mlibD ut2a3206SOR3; sourceTrec o5"";9 }t3.98476417110DDB94A1F8 /* t2a3206__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5t2a3206__TENS; path =e.4.0s/t2a3206__TENS; sourceTrec o5"";9 }t3.98476418110DDB94A1F8 /* t2a3206__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t2a3206__TENSOR3; path =e.4.0s/t2a3206__TENSOR3; sourceTrec o5"";9 }t3.984F581211B8CFD97D673/* .,0ua__raitsSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5 .,0ua__raitsSOR3; path =et__HPP_/mlibD u .,0ua__raitsSOR3; sourceTrec o5"";9 }t3.984F581311B8CFD97D673/* t_fTAe__raitsSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t_fTAe__raitsSOR3; path =et__HPP_/mlibD ut_fTAe__raitsSOR3; sourceTrec o5"";9 }t3.98584AF50E643AEC00314C4C /* laf kttypesSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5laf kttypesSOR3; path =et__HPP_/mlibD ulaf kttypesSOR3; sourceTrec o5"";9 }t3.98584B14E643BFC00314C4C /* laf ktt__HPP_sSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5laf ktt__HPP_sSOR3; path =et__HPP_/mlibD ulaf ktt__HPP_sSOR3; sourceTrec o5"";9 }t3.985964770FB177A6006CA0F8 /* t_fhSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t_fhSOR3; path =et__HPP_/mlibD ut_fhSOR3; sourceTrec o5"";9 }t3.98596E620FB4891E006CA0F8 /* enable_ifSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5enable_ifSOR3; path =et__HPP_/mlibD uenable_ifSOR3; sourceTrec o5"";9 }t3.98596E730FB4897C006CA0F8 /* jacobi_solver.OR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5jacobi_solver.OR3; path =et__HPP_/mlibD ujacobi_solver.OR3; sourceTrec o5"";9 }t3.98596E840FB489D4CA0F8 /* frum_culler.OR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5frum_culler.OR3; path =et__HPP_/mlibD ufrum_culler.OR3; sourceTrec o5"";9 }t3.985F6FCC0C6B7C4p,02B05C5 /* LICENSE */b_beisab_bPBXFReferesc_; fEncodsig o530; lastKnownFType o5text; dsc o5LICENSE; path =et__HPP_/mlibD uLICENSE; sourceTrec o5"";9 }t3.9863B6E711903E5D00887FFC /* laf ktgaussian_elimina,xpoSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5laf ktgaussian_elimina,xpoSOR3; path =et__HPP_/mlibD ulaf ktgaussian_elimina,xpoSOR3; sourceTrec o5"";9 }t3.9863B6F011903EFE00887FFC /* laf ktgaussian_elimina,xpo _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5laf ktgaussian_elimina,xpo__TENSOR3; path =e.4.0s/laf ktgaussian_elimina,xpo__TENSOR3; sourceTrec o5"";9 }t3.9863B6F111903EFE00887FFC /* laf ktgaussian_elimina,xpo _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5laf ktgaussian_elimina,xpo _TENS; path =e.4.0s/laf ktgaussian_elimina,xpo__TENS; sourceTrec o5"";9 }t3.9868345B0E24F8F318F55/* .,0uaSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5 .,0uaSOR3; path =et__HPP_/mlibD u .,0uaSOR3; sourceTrec o5"";9 }t3.9868345D0E24F97D18F55/* libD _configSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5 libD _configSOR3; path =et__HPP_/mlibD u libD _configSOR3; sourceTrec o5"";9 }t3.986834BF0E24FFD418F55/* .,0ua__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5 .,0ua__TENS; path =e.4.0s/ .,0ua__TENS; sourceTrec o5"";9 }t3.986834C00E24FFD418F55/* .,0ua__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5 .,0ua__TENSOR3; path =e.4.0s/ .,0ua__TENSOR3; sourceTrec o5"";9 }t3.988F5A100C22CAFE0005AC92 /* README */b_beisab_bPBXFReferesc_; fEncodsig o530; lastKnownFType o5text; path =eREADME; sourceTrec o5"";9 }t3.98B22A260FB83539EEDF5F /* frum__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5frum__TENS; path =e.4.0s/frum__TENS; sourceTrec o5"";9 }t3.98B22A270FB83539EEDF5F /* frum__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5frum__TENSOR3; path =e.4.0s/frum__TENSOR3; sourceTrec o5"";9 }t3.98B230710FB985D7EEDF5F /* jacobi__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5jacobi__TENS; path =e.4.0s/jacobi__TENS; sourceTrec o5"";9 }t3.98B230720FB985D7EEDF5F /* jacobi__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5jacobi__TENSOR3; path =e.4.0s/jacobi__TENSOR3; sourceTrec o5"";9 }t3.98B7A249E24C85C264E /* libD _performance__TENs */b_beisab_bPBXFReferesc_; explicitFType o5"ena il_d.mach-o.execu(able";9t__HPP_InI_; snig0; path =e libD _performance__TENs; sourceTrec o5BUILT_PRODUCTS_DIR;9 }t3.98B7A2500E24C8E7264E /* libD _git iunf st";9 }t3.98B7A2510E24C8E7264E /* libD _performance__TENst";9 }t3.98B7A2550E24C954264E /* timerSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5timerSOR3; path =e.4.0s/timerSOR3; sourceTrec o5"";9 }t3.98B7A2560E24C954264E /* timerS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5timerS; path =e.4.0s/timerS; sourceTrec o5"";9 }t3.98B7A2680E24CB14264E /* performance__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5performance__TENS; path =e.4.0s/performance__TENS; sourceTrec o5"";9 }t3.98B7A2690E24CB14264E /* performance__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5performance__TENSOR3; path =e.4.0s/performance__TENSOR3; sourceTrec o5"";9 }t3.98B7A2A30E24DF91264E /* t_fTAe_ena ar1_perf__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5t_fTAe_ena ar1_perf__TENS; path =e.4.0s/t_fTAe_ena ar1_perf__TENS; sourceTrec o5"";9 }t3.98B7A2A40E24DF91264E /* t_fTAe_ena ar1_perf__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t_fTAe_ena ar1_perf__TENSOR3; path =e.4.0s/t_fTAe_ena ar1_perf__TENSOR3; sourceTrec o5"";9 }t3.98B7A3F00E24EAA3264E /* t_fTAe_fun}olsSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t_fTAe_fun}olsSOR3; path =et__HPP_/mlibD ut_fTAe_fun}olsSOR3; sourceTrec o5"";9 }t3.98D42D30E38D6A000B24DF1 /* quaternxpoSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5quaternxpoSOR3; path =et__HPP_/mlibD uquaternxpoSOR3; sourceTrec o5"";9 }t3.98D42D40E38D6A000B24DF1 /* quaternxpo _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5quaternxpo _TENS; path =e.4.0s/quaternxpo _TENS; sourceTrec o5"";9 }t3.98D42D50E38D6A000B24DF1 /* quaternxpo _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5quaternxpo__TENSOR3; path =e.4.0s/quaternxpo__TENSOR3; sourceTrec o5"";9 }t3.98D4102C0E2658FE00BEFA71 /* excep,xpoSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5excep,xpoSOR3; path =et__HPP_/mlibD uexcep,xpoSOR3; sourceTrec o5"";9 }t3.98D9E40F0E3E2697B046DD /* libD SOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5 libD SOR3; path =et__HPP_/mlibD u libD SOR3; sourceTrec o5"";9 }t3.98D9E4110E3E26E000B046DD /* frumSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5frum.OR3; path =et__HPP_/mlibD ufrumSOR3; sourceTrec o5"";9 }t3.98D9E4C10E3E3147B046DD /* isibilitySOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5 isibilitySOR3; path =et__HPP_/mlibD u isibilitySOR3; sourceTrec o5"";9 }t3.98F556320E24375444BA3E /* t_fTAeSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t_fTAeSOR3; path =et__HPP_/mlibD ut_fTAeSOR3; sourceTrec o5"";9 }t3.98F556330E24375444BA3E /* qr_deena DsitxpoSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5qr_deena DsitxpoSOR3; path =et__HPP_/mlibD uqr_deena DsitxpoSOR3; sourceTrec o5"";9 }t3.98F556350E24377F44BA3E /* t_fTAe__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5t_fTAe__TENS; path =e.4.0s/t_fTAe__TENS; sourceTrec o5"";9 }t3.98F556360E24377F44BA3E /* t_fTAe__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t_fTAe__TENSOR3; path =e.4.0s/t_fTAe__TENSOR3; sourceTrec o5"";9 }t3.98F556370E24377F44BA3E /* qr_deena Dsitxpo _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5qr_deena Dsitxpo _TENS; path =e.4.0s/qr_deena Dsitxpo _TENS; sourceTrec o5"";9 }t3.98F556380E24377F44BA3E /* qr_deena Dsitxpo _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5qr_deena Dsitxpo__TENSOR3; path =e.4.0s/qr_deena Dsitxpo__TENSOR3; sourceTrec o5"";9 }t3.98FE7DC50E224E8700B1E17F /* libD _git iunf s */b_beisab_bPBXFReferesc_; explicitFType o5"ena il_d.mach-o.execu(able";9t__HPP_InI_; snig0; path =e libD _git iunf s; sourceTrec o5BUILT_PRODUCTS_DIR;9 }t3.98FE7DCD0E224EC400B1E17F /* VMML__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5VMML__TENS; path =e.4.0s/VMML__TENS; sourceTrec o5"";9 }t3.98FE7DCE0E224EC400B1E17F /* VMML__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5VMML__TENSOR3; path =e.4.0s/VMML__TENSOR3; sourceTrec o5"";9 }t3.CF0647971446DE52007DD062 /* q(2a320SOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5q(2a320SOR3; path =et__HPP_/mlibD uq(2a320SOR3; sourceTrec o5"";9 }t3.CF0647981446E152007DD062 /* texpormmlSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5texpormmlSOR3; path =et__HPP_/mlibD utexpormmlSOR3; sourceTrec o5"";9 }t3.CF06479A1446E17B007DD062 /* timpormmlSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5timpormmlSOR3; path =et__HPP_/mlibD utimpormmlSOR3; sourceTrec o5"";9 }t3.CF06479D1446E4B77DD062 /* texpormml impormml _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5texpormml impormml _TENSOR3; path =e.4.0s/texpormml impormml _TENSOR3; sourceTrec o5"";9 }t3.CF06479E1446E4B77DD062 /* texpormml impormml _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5texpormml impormml _TENS; path =e.4.0s/texpormml impormml _TENS; sourceTrec o5"";9 }t3.CF0649C6144722497DD062 /* q(2a3201.4.0/OR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5q(2a320__TENSOR3; path =e.4.0s/q(2a320__TENSOR3; sourceTrec o5"";9 }t3.CF0649C7144722497DD062 /* q(2a3201.4.0/ */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5q(2a3201.4.0/; path =e.4.0s/q(2a320__TENS; sourceTrec o5"";9 }t3.CF2DD1EF126C7A4A36DE05 /* cp(2a320/OR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5cp(2a320/OR3; path =et__HPP_/mlibD ucp(2a320/OR3; sourceTrec o5"";9 }t3.CF2DD25B126C8E530036DE05 /* t2a3206_imml .,SOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t2a3206_imml .,SOR3; path =et__HPP_/mlibD ut2a3206_imml .,SOR3; sourceTrec o5"";9 }t3.CF2DD25C126C8EAE0036DE05 /* t2a3206_imml ., _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t2a3206_imml .,__TENSOR3; path =e.4.0s/t2a3206_imml .,__TENSOR3; sourceTrec o5"";9 }t3.CF2DD25D126C8EAE0036DE05 /* t2a3206_imml ., _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5t2a3206_imml ., _TENS; path =e.4.0s/t2a3206_imml .,__TENS; sourceTrec o5"";9 }t3.CF2DD263126C914p,036DE05 /* cp(2a3201.4.0/OR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5cp(2a320__TENSOR3; path =e.4.0s/cp(2a320__TENSOR3; sourceTrec o5"";9 }t3.CF2DD264126C914p,036DE05 /* cp(2a3201.4.0/ */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5cp(2a3201.4.0/; path =e.4.0s/cp(2a320__TENS; sourceTrec o5"";9 }t3.CF42E5E7125F736E00C0A38E /* t_fTAe_pseudoinver;e__TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t_fTAe_pseudoinver;e__TENSOR3; path =e.4.0s/t_fTAe_pseudoinver;e__TENSOR3; sourceTrec o5"";9 }t3.CF42E5E9125F738600C0A38E /* t_fTAe_pseudoinver;e__TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5t_fTAe_pseudoinver;e__TENS; path =e.4.0s/t_fTAe_pseudoinver;e__TENS; sourceTrec o5"";9 }t3.CF42E65B125F7F2100C0A38E /* t_fTAe_pseudoinver;eSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t_fTAe_pseudoinver;eSOR3; path =et__HPP_/mlibD ut_fTAe_pseudoinver;eSOR3; sourceTrec o5"";9 }t3.CF75FFD11432315CCFD46E /* blas_dotSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5blas_dotSOR3; path =et__HPP_/mlibD ublas_dotSOR3; sourceTrec o5"";9 }t3.CF75FFF31432383D00CFD46E /* blas_dot _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5blas_dot__TENSOR3; path =e.4.0s/blas_dot__TENSOR3; sourceTrec o5"";9 }t3.CF75FFF41432383D00CFD46E /* blas_dot _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5blas_dot _TENS; path =e.4.0s/blas_dot__TENS; sourceTrec o5"";9 }t3.CF7F632B151F8D4400F033B4 /* etconvermmlSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5tetconvermmlSOR3; path =et__HPP_/mlibD utetconvermmlSOR3; sourceTrec o5"";9 }t3.CF7FA84C114AAC01003076E4 /* t(2a320SOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t(2a320/OR3; path =et__HPP_/mlibD u(2a320SOR3; sourceTrec o5"";9 }t3.CF7FA8D4114EB61p,03076E4 /* t(2a3201.4.0/ */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5t(2a3201.4.0/; path =e.4.0s/(2a320__TENS; sourceTrec o5"";9 }t3.CF7FA8D9114EB696,03076E4 /* t(2a3201.4.0/OR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5t(2a320 _TENSOR3; path =e.4.0s/t(2a320__TENSOR3; sourceTrec o5"";9 }t3.CF9069FA14F561E743CF23 /* cublas_dgemm.cu */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5text; dsc o5cublas_dgemm.cu; path =et__HPP_/mlibD ucublas_dgemm.cu; sourceTrec o5"";9 }t3.CF9069FB14F561E743CF23 /* cublas_t__HPP_sSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5cublas_t__HPP_sSOR3; path =et__HPP_/mlibD ucublas_t__HPP_sSOR3; sourceTrec o5"";9 }t3.CF9069FC14F561E743CF23 /* cublas_typesSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5cublas_typesSOR3; path =et__HPP_/mlibD ucublas_typesSOR3; sourceTrec o5"";9 }t3.CF906A1F14F562F90043CF23 /* cublas_dgemm _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5cublas_dgemm _TENS; path =e.4.0s/cublas_dgemm _TENS; sourceTrec o5"";9 }t3.CF906A2014F562F90043CF23 /* cublas_dgemm _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5cublas_dgemm _TENSOR3; path =e.4.0s/cublas_dgemm _TENSOR3; sourceTrec o5"";9 }t3.CF906ABE14F56D510043CF23 /* etttmSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5tetttmSOR3; path =et__HPP_/mlibD utetttmSOR3; sourceTrec o5"";9 }t3.CF906ACC14F56FEC0043CF23 /* etttm _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5tetttm _TENSOR3; path =e.4.0s/tetttm _TENSOR3; sourceTrec o5"";9 }t3.CF906ACD14F56FEC0043CF23 /* etttm _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5tetttm _TENS; path =e.4.0s/tetttm _TENS; sourceTrec o5"";9 }t3.CF906B7714F57B640043CF23 /* etcublas_ttmSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5tetcublas_ttmSOR3; path =et__HPP_/mlibD utetcublas_ttmSOR3; sourceTrec o5"";9 }t3.CF906B7914F57D3C0043CF23 /* etcublas_ asvdSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5tetcublas_ asvdSOR3; path =et__HPP_/mlibD utetcublas_ asvdSOR3; sourceTrec o5"";9 }t3.CF906B7A14F57D7C0043CF23 /* etcublas_ aoiSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5tetcublas_ aoiSOR3; path =et__HPP_/mlibD utetcublas_ aoiSOR3; sourceTrec o5"";9 }t3.CF906B8714F6313A0043CF23 /* cu(2a3201.4.0sSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5cu(2a3201.4.0sSOR3; path =e.4.0s/cu(2a3201.4.0sSOR3; sourceTrec o5"";9 }t3.CF906B8814F6313A0043CF23 /* cu(2a3201.4.0sS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5cu(2a3201.4.0sS; path =e.4.0s/cu(2a3201.4.0sS; sourceTrec o5"";9 }t3.CFA7FE00142242BD1EE112 /* eti apmSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5teti apmSOR3; path =et__HPP_/mlibD uteti apmSOR3; sourceTrec o5"";9 }t3.CFA7FE4914225C031EE112 /* eti apm _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5teti apm _TENSOR3; path =e.4.0s/teti apm _TENSOR3; sourceTrec o5"";9 }t3.CFA7FE4A14225C031EE112 /* eti apm _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5teti apm _TENS; path =e.4.0s/teti apm _TENS; sourceTrec o5"";9 }t3.CFCE71F1509F53100A29C68 /* blas_daxpySOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5blas_daxpySOR3; path =et__HPP_/mlibD ublas_daxpySOR3; sourceTrec o5"";9 }t3.CFCE722150A004300A29C68 /* blas_daxpy _TENSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5blas_daxpy__TENSOR3; path =e.4.0s/blas_daxpy__TENSOR3; sourceTrec o5"";9 }t3.CFCE723150A004300A29C68 /* blas_daxpy _TENS */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5blas_daxpy _TENS; path =e.4.0s/blas_daxpy__TENS; sourceTrec o5"";9 }t3.CFD85BC61398E2A100266D85 /* et asvdSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5tet asvdSOR3; path =et__HPP_/mlibD utet asvdSOR3; sourceTrec o5"";9 }t3.CFup>";9ype o5sourcecwbeisab_bPBXFReferesc_; fEncodsig o54; lastKnownFType o5sourcecodeS.cR3; dsc o5cu(2a3201.4.0sS; path =e.4.0s/cu(2a3201.4.0sS; sourceTrec o5"";9 }t3.CFA7FE00142242BD1EE112 /* eti apmSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o/0RReferesc_; fEncodsig o54; lastKnType o5sourcecodeS.h; dsc o5cu(2a32012a3208.4.0sS.4.000C3ADDB /* blas_roup>";9 }t3.CFA7FE00142242BD1EE112 /* eti apmSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o/0RRe; fEncodsig o54; lastKnownFype o5sourcecodeS.h; dsc o5teti apm _D85C83139909EF266D85 /* et aoi__TENSsourceTrec o5"";9 }t3.CFup>";9ype o5sourcecwbeisab_bPBXFReferesc_; fEncodsig o54; lastKnownF fEncodsig o54; lastKnownownF fEncodscecodeS.h; dsc o5teti apm _D85C80139909EF266D85 /* et aoi__TENS */;rceTrec o5"";9 }t3.CFCE71F1509F53100A29C68 /* blas_daxpySOR3 */b_beisab_bPBXFReferesc aoi__TENS dsig o54; lastKnownownF fEcecodeS.h; dsc o5tet asvdSOR3; pathC7F3990A0E266D85 /* et apm _TENSoup>";9 }t3.CFA7FE00142242BD1EE112 /* eti apmSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o/0RRefe fEncodsig o54; lastKnownoo il_d.mach-o.execu(able";9t__HPP_InI_; snFD85C8313990A0E266D85 /* et apm _TENS */;rceTrec o5"";9 }t3.CFCE71F1509F53100A29C68 /* blas_daxpySOR3 */b_beisab_bPBXFReferesc aoEncodsig o54; lastKnownesc aoEncodsig o.execu(able";9t__HPP_InI_; snFD85C832F81406E55200C3ADDB /* blas_dgemm oup>";9 }t3.CFA7FE00142242BD1EE112 /* eti apmSOR3 */b_beisab_bPBXFReferesc_; fEncodsig o/0RRe; fEncodsig o54; lastKnownoType o5sourcecodeS.cR3; dsc o5teti apmCFFC1F81406E55200C3ADDB /* blas_dgemm _TENSrceTrec o5"";9 }t3.CFCE71F1509F53100A29C68 /* blas_daxpySOR3 */b_beisab_bPBXFReferesc afEncodsig o54; lastKnownFType o5sourcecodeS.h; dsc o5blas_daxpySORRef2igCFF4DC32131CECD11FB3 /* SOR3; sourceTrec o5"";9 }t3.CFCE723150A004300A29C68 /* blas_daxpy _TENS */b_beisab_bPBXFRe /* SOR3fEncodsig o54; lastKnownF /* SOR3fodeS.h; dsc o5blas_daxpySORRef3igCFF4DC32131CECD11FB ucublas_t__HPP_sSOR3; sourceTrec o5"";9 }t3.CF9069FC14F561E743CF23 /* cublas_typesSOR3 */b_beisabPBXFReferesc_; fEncodsig o54; lastownFType o5sourcecodeS.h; dsc o5cublas_typeRef4igCFF4DC32131CECD11FBas_typesSOR3; sourceTrec o5"";9 }t3.CF906A1F14F562F90043CF23 /* cublas_dgemm _TENS */b_beisabPBXFReferesc_; fEncodsig o54; laKnownFType o5sourcecodeS.cR3; dsc o5cublRefnigCFF95532131CECD11FB3 /* laf ktsym_e sourceTrec o5"";9 }t3.CFD85BC61398E2A100266D85 /* et asvdSOR3 */b_beisab_bPBXFReferesc_Referesc_; fEncodsig o5 lastKnownFType o5sourcecodeS.h; dsc o5cublasRef9igCFF95532131CECD11FB3 /* laf kOR3; sourceTrec o5"";9 }t3.CFCE723150A004300A29C68 /* blas_daxpy _TENS */b_beisab_bPBXFRe /* sc_; fEncodsig o54; lastKnoe o5sourcecodeS.h; dsc o5tetttmSOR3; path F1967; pa3f3iS758DF7sourcalid2a3206_imml .,SOR3; sourceTrec o5"";9 }t3.CF2DD25C126C8EAE0036DE05 /* t2a3206_imml ., _TENSORcalid2a3206_isig o54; lastKnownFTypalid2a3206_isi.h; dsc o5tetttmSOR3; path F952C01312B52C ktsvdSOR3 */b_beisab_bPBXF06_imml .,SOR3; sourceTrec o5"";9 }t3.CF2DD25C126C8EAE0036DE05 /* t2a3206_imml ., _TENSOR/b_beisab_bPBXF06_iReferesc_; fEncodsig o54; lab_bPBXF06_iR.h; dsc o5tetttmSOR3; path F95831 /* laf ktsvdSOR3 */b_beisab_bPBXFRef6_imml .,SOR3; sourceTrec o5"";9 }t3.CF2DD25C126C8EAE0036DE05 /* t2a3206_imml ., _TENSOR/b_beisab_bPBXFsc_; fEncodsig o54; l/b_beisab_bPBXFsc_; fEn.h; dsc o5tetttmSOR3; path F9583A /* laf ktsvdSOR3 */b_beisab_bPBXFReferesc_ sourceTrec o5"";9 }t3.CFD85BC61398E2A100266D85 /* et asvdSOR3 */b_beisab_bPBXFRef/b_beisab_bPBXFRefereEncodsig o54; l/b_beisab_bPBXFsc_; fpe o5sourcecodeS.h; dsc o5cuEncodsig 5"";9 KnownFType o5sourcecodeitFTypo54; Phasc o5laf ktsvdSORh =e DibD _laf kt_TEN; soNS wfiSources vdS rceTrec o5itFTypo54; Phasc pat b54; Alaf MaskTre2ig7483647 pat 3.CFsTre(pat SORh =e44ibD _l5532rary/Frameworks/Accelb. te.fram_TENS wfiSour,pat ) pat runOnlyForDeploymentPostprocess61398E0 pat_; snig0; pa7h =e libD _performanNS wfiSources vdS rceTrec o5itFTypo54; Phasc pat b54; Alaf MaskTre2ig7483647 pat 3.CFsTre(pat SORC56109EF1BA62B5200B925rameworks/Accelb. te.fram_TENS wfiSour,pat ) pat runOnlyForDeploymentPostprocess61398E0 pat_; snig path3bD _git iunf s; sourNS wfiSources vdS rceTrec o5itFTypo54; Phasc pat b54; Alaf MaskTre2ig7483647 pat 3.CFsTre(pat SOR244pathE3F7693kttl*,ar_leaworks/Accelb. te.fram_TENS wfiSour,pat ) pat runOnlyForDeploymentPostprocess61398E0 pat_; Encodsig 5itFTypo54; Phasc o5laf ktsve o5sourcecodG; d o5laf ktsvdS034768DFFF38A50411DB9C8CD1ProductSources vdS rceTrec oG; d pat ch4; >";Tre(pat SOR =e libD _git iunf s; sourceTrec o5BUILT_PRODU,pat SOR0; path =e libD _performance__TENs; sourceTrec o5BUIL,pat SORh =e libD _laf kt_TEN; sourceTrec o5BUILT_PROD,pat ) pat FRefProductS pat sourcecodeS.h; dsc pat_; sn0867;691Fer.O28FC02; pa7sourVMMLibources vdS rceTrec oG; d pat ch4; >";Tre(pat S08FB77AEFer.172EC02; pa7sour_; explUIL,pat SOR8F58338B22A; paB83539EEDT o5BUIL,pat S089C1665Fer.1158C02; pa7sourResourceBUIL,pat S0867;69AFer.O28FC02; pa7sourExTalENS wfiSoaods_; expieBUIL,pat S034768DFFF38A50411DB9C8CD1ProductSour,pat ) pat FRefVMMLib pat sourcecodeS.h; dsc pat_; sn0867;69AFer.O28FC02; pa7sourExTalENS wfiSoaods_; expieBUILces vdS rceTrec oG; d pat ch4; >";Tre(pat SORth =e/System/Library/Frameworks/Accelb. te.framew,pat ) pat FRef"ExTalENS wfiSoaods_; expieB" pat sourcecodeS.h; dsc pat_; sn089C1665Fer.1158C02; pa7sourResourceBUILces vdS rceTrec oG; d pat ch4; >";Tre(pat SORLICENSE; sourceTrec o5"";9 }t,pat SOR8F53.98B22A260FB83539EEDF5F /* fr,pat ) pat FRefResourceB pat sourcecodeS.h; dsc pat_; sn08FB77AEFer.172EC02; pa7sour_; explUILces vdS rceTrec oG; d pat ch4; >";Tre(pat SOR=et__HPP_/mlibD u libD SOR3; sourceTrec,pat SORfigSOR3; path =et__HPP_/mlibD u libD _configSO,pat SOR=et__HPP_/mlibD ut_fTAeSOR3; sourceTrec,pat SOR0; }olsSOR3; path =et__HPP_/mlibD ut_fTAe_fun}o,pat SORfigSOHPP_/mlibD u .,0uaSOR3; sourceTrec,pat SOR3; path =et__HPP_/mlibD uquaternxpoSOR3; so,pat S_fTAe_pseudoinver;eSOR3; path =et__HPP_/mlibD ut_fTAe_p,pat SOR path.OR3; p41h =et__HPP_/advceTrde_p,pat SOR pathR3; pat23_fhSOR3; sourisce_p,pat SOR pat7.OR3; pACh =et__HPP_/mlibD ue_p,pat SORh =etD path ver;.0s/t2a3206__TEN so,pat S_f_ aoi8OR3; p0Fath =e.4.0s/cu(2a320 so,pat S_fRef1igCFF4BA32131CECD11F so,pat S_f_ a9F9 path CF3; path =e.4.0s/cuUIL,pat SORh =e5Cf kt<98ibrary/Framec o5BUe_p,pat SORhtsSO13; patB5=et__HPP_/mlboostec fr,pat ) pat FRef_; expl pat sourcecodeS.h; dsc pat_; snORh =e5Cf kt<98ibrary/Framec o5BUe_pces vdS rceTrec oG; d pat ch4; >";Tre(pat SORth =laf kt";Tre(pat SORh =et__HPP_/mlibD ut2a3206SOR3; sourceTr,pat S_f_imml .,SOR3; path =et__HPP_/mlibD ut2a3206_imml,pat S_f2a320/OR3; path =et__HPP_/mlibD u(2a320,pat S_f(2a320SOR3; path =et__HPP_/mlibD uq(2a3,pat S_f(2a3rmmlSOR3; path =et__HPP_/mlibD utexpo,pat S_f(2a3rmmlSOR3; path =et__HPP_/mlibD utimpo,pat S_f_impath =et__HPP_/mlibD ucp(2a320/OR3; so,pat S_f_ a__HPP_/mlibD utetttmSOR3; sourceTrec,pat S_fath =et__HPP_/mlibD utet asvdSOR3; source,pat S_fath =1.4.0sS; sourceTrec o5"";,pat S_fath =8.4.0sS.4.000C3ADDB /* blas_roup>";,pat S_fath =et__HPP_/mlibD uteti apmSOR3; source,pat S_f2aOR3; path =et__HPP_/mlibD utetconvermmlSOR3,pat ) pat FRef2a320/ pat sourcecodeS.h; dsc pat_; snORhtsSO13; patB5=et__HPP_/mlboostec frces vdS rceTrec oG; d pat ch4; >";Tre(pat SORhtsSOR3; path =et__HPP_/mlibD u .,0ua__raitsSO,pat SORhtsSOR3; path =et__HPP_/mlibD ut_fTAe__raitsSO,pat ) pat FRef"boostec " pat sourcecodeS.h; dsc pat_; snOR pathR3; pat23_fhSOR3; sourisce_pces vdS rceTrec oG; d pat ch4; >";Tre(pat SORLHPP_/mlibD ut_fhSOR3; sourceTrec o5",pat SOR path =et__HPP_/mlibD uenable_ifSOR3; sour,pat SOR3;ath =et__HPP_/mlibD uexcep,xpoSOR3; sour,pat S_f1967; pa3f3iS758DF7sourcalid2a3206_imml,pat ) pat FRefrisc pat sourcecodeS.h; dsc pat_; snOR path.OR3; p41h =et__HPP_/advceTrde_pces vdS rceTrec oG; d pat ch4; >";Tre(pat SOR DsitxpoSOR3; path =et__HPP_/mlibD uqr_deena Dsi,pat SORh =/mlibD usvdSOR3; sourceTrec o5"";Tre(pat SOR=et_t__HPP_/mlibD ufrumSOR3; sourceTr,pat SOR patr.OR3; path =et__HPP_/mlibD ufrum_culler,pat SOR=et_ath =et__HPP_/mlibD u isibilitySOR3; so,pat ) pat FRefmlibD u pat sourcecodeS.h; dsc pat_; snOR8F58338B22A; paB83539EEDT o5BUILces vdS rceTrec oG; d pat ch4; >";Tre(pat SOR0; paDh =e l75ath =et__HPPo5BU o54;6139DU,pat SOR0; paFh =e l7E path =e.4.0s/performan o54;6139DU,pat ) pat FRefT o5B pat sourcecodeS.h; dsc pat_; snOR0; paDh =e l75ath =et__HPPo5BU o54;6139DUces vdS rceTrec oG; d pat ch4; >";Tre(pat SOR0; pbD _git iunf st";Tre(pat SOR0; pb o5 libD _performance__TENst,pat SOR0; ps0s/timerS; sourceTrec o5"";Tre(pat SOR Dsipath =e.4.0s/t_fTAe__TENSOR3; sourceTre,pat SOR=et__; path =e.4.0s/t_fTAe__TENS; sourceT,pat SORfigS path =e.4.0s/ .,0ua__TENSOR3; sourceTre,pat SORfigS; path =e.4.0s/ .,0ua__TENS; sourceT,pat SOR3; paENSOR3; path =e.4.0s/quaternxpo__TENSOR3; s,pat SOR3; pa_TENS; path =e.4.0s/quaternxpo _TENS;,pat SOR0SOR3; path =e.4.0s/frum__TENSOR3; sourceT,pat SOR0SOR3; path =e.4.0s/frum__TENS; sourc,pat SOR=et__a Dsitxpo__TENSOR3; path =e.4.0s/qr_deena Dsitxpo,pat SOR=et__ena Dsitxpo _TENS; path =e.4.0s/qr_deena Dsitx,pat SORh =/23ibD uBBB3; path =e.4.0s/ena Dsitxpo,pat SORh =/22ibD uBBB3; path =e.4.0s/ena DNS;,pat SOR0S3; path =e.4.0s/jacobi__TENSOR3; sourceTre,pat SOR0S3; ; path =e.4.0s/jacobi__TENS; sourceT,pat SOR=etA3af ktAEEPP_/mlibD ulaf ktsvdS3; sourceTre,pat SOR=etA3Bf ktAEEPP_/mlibD ulaf ktsvdS3; souourceT,pat SOR=etA3Ef ktAEEPP_/mlibD ulaf ktsR3; path =et__HPP_/m3; sourceTre,pat SOR=etA3Df ktAEEPP_/mlibD ulaf ktsR3; path =et__HPP_/m3; souourceT,pat SORf dsc o5laf ktgaussian_elimina,xpo__TENSOR3; path =e.4.0s/laf ,pat SORf dsdsc o5laf ktgaussian_elimina,xpo _TENS; path =e.4.0s/laf,pat S_f95831 /* laf ktsvdSOR3 */b_beisab_bPBXFRef6_imml,pat S_f9583A /* laf ktsvdSOR3 */b_beisab_bPBXFReferesc_,pat S_fTAe_fTAe_pseudoinver;e__TENSOR3; path =e.4.0s/t_fTAe_pseud,pat S_fTAe_f_fTAe_pseudoinver;e__TENS; path =e.4.0s/t_fTAe_pse,pat SORh =418_HPP_/94ibD ut2a3206SOR3; se.4.0s/laf ,pat SORh =417_HPP_/94ibD ut2a3206SOR3; se.4.0seresc_,pat S_fa3206_imml .,__TENSOR3; path =e.4.0s/t2a3206_imml .,,pat S_fa320606_imml ., _TENS; path =e.4.0s/t2a3206_imml ,pat S_f2a32(2a320 _TENSOR3; path =e.4.0s/t(2a320__TE,pat S_f2a32((2a3201.4.0/; path =e.4.0s/(2a320__,pat S_f(2(2a320__TENSOR3; path =e.4.0s/q(2a320__,pat S_f(2(2a3201.4.0/; path =e.4.0s/q(2a320,pat S_f(2a3o5texpormml impormml _TENSOR3; path =e.4.0s/t,pat S_f(2a3c o5texpormml impormml _TENS; path =e.4.0s/t,pat S_fa320TENSOR3; path =e.4.0s/cp(2a320__TENSOR3; s,pat S_fa320T.4.0/; path =e.4.0s/cp(2a320__TENS;,pat S_f_ a_ path =e.4.0s/tetttm _TENSOR3; sourceTre,pat S_f_ a_ ; path =e.4.0s/tetttm _TENS; sourceT,pat S_fathC83139909EF266D85 /* et aoi__TENSsource,pat S_fathC80139909EF266D85 /* et aoi__TENS */;,pat S_fathC7F3990A0E266D85 /* et apm _TENSoup>";,pat S_fathC313990A0E266D85 /* et apm _TENS */;,pat S_fathC32F81406E55200C3ADDB /* blas_dgemm oup>";,pat S_fathC31F81406E55200C3ADDB /* blas_dgemm _TENS,pat S_fath OR3; path =e.4.0s/teti apm _TENSOR3; sourc,pat S_fath OS; path =e.4.0s/teti apm _TENS; sou,pat S_fRef9igCFF95532131CECD11FB3 /* laf kOR3; s,pat S_fRefnigCFF95532131CECD11FB3 /* laf ktsym_e,pat S_f2ENSOR3; path =e.4.0s/blas_dot__TENSOR3; sourc,pat S_f2ENSOS; path =e.4.0s/blas_dot__TENS; sou,pat S_fpy__TENSOR3; path =e.4.0s/blas_daxpy__TENSOR3; s,pat S_fpy__T_TENS; path =e.4.0s/blas_daxpy__TENS;,pat S_f_ a_mm _TENSOR3; path =e.4.0s/cublas_dgemm _TENSOR,pat S_f_ a_gemm _TENS; path =e.4.0s/cublas_dgemm _TENS,pat S_f_ aosSOR3; path =e.4.0s/cu(2a3201.4.0sSOR3; sou,pat S_f_ aos0sS; path =e.4.0s/cu(2a3201.4.0sS; s,pat ) pat FRef"o5BU o54;B" pat sourcecodeS.h; dsc pat_; snOR0; pA2e_ena 7A path =e.4.0s/performan o54;Sources vdS rceTrec oG; d pat ch4; >";Tre(pat SOR0; pTAe_ena ar1_perf__TENSOR3; path =e.4.0s/t_fTAe_ena ar,pat SOR0; pAfTAe_ena ar1_perf__TENS; path =e.4.0s/t_fTAe_ena ,pat SORh =eFena BC6743; path =e.4.0s//b_beisvs_olec o5"";Tre(pat S=et__HPP_/mlibD ucublas_dgemm.cu; sourceTrec o,pat S_f_ a9F_sSOR3; path =et__HPP_/mlibD ucublas_t__HPP,pat S_f_ a9F; path =et__HPP_/mlibD ucublas_typesSOR3,pat ) pat FRefD ucub pat sourcecodeS.h; dsc pat_; sn_f_ aoi8OR3; p0Fath =e.4.0s/cu(2a320 soces vdS rceTrec oG; d pat ch4; >";Tre(pat S=et__SOR3; path =et__HPP_/mlibD utetcublas_ttmSO,pat S_f_ aoivdSOR3; path =et__HPP_/mlibD utetcublas_ as,pat S_f_ aoiSOR3; path =et__HPP_/mlibD utetcublas_ aoi,pat ) pat FRefD 2a320/ pat sourcecodeS.h; dsc pat_; sn_fRef1igCFF4BA32131CECD11F soces vdS rceTrec oG; d pat ch4; >";Tre(pat S=eRef2igCFF4DC32131CECD11FB3 /* SOR3; s,pat S_f2ENS=et__HPP_/mlibD ublas_dotSOR3; source,pat S_fpy__ath =et__HPP_/mlibD ublas_daxpySOR3; so,pat S_fRef3igCFF4DC32131CECD11FB ucublas_t__HPP,pat S_fRef4igCFF4DC32131CECD11FBas_typesSOR3,pat ) pat FRefucub pat sourcecodeS.h; dsc pat_; /Encodsig G; d o5laf ktsve o5sourcecodN paveTarget o5laf ktsvdSORh =e EibD _laf kt_TEN; sourceTrec o5BUILT_PRODces vdS rceTrec oN paveTarget pat b54; CbD _cur pathLi_PR= ORh =e47ibD _l643; path =e.4o54; cbD _cur path li_PRerfecodN paveTarget "urceTrec o5BUILT_P"ROD pat b54; PhascsTre(pat SORh =e1CibD _laf kt_TEN; soSourceBUIL,pat SORh =e DibD _laf kt_TEN; soNS wfiSour,pat ) pat b54; RuCFsTre(pat ) pat dependenciFsTre(pat ) pat timerSOR3 */b_c o5BUILT_P pat productNimerSOR3 */b_c o5BUILT_P pat productroup>";9 K= ORh =e libD _laf kt_TEN; sourceTrec o5BUILT_PROD pat product* VMML__TEN.apple.product-as_t.toolc pat_; snOR0; pa8h =e libD _performance__TENs; sourceTrec o5BUILT_PRvdS rceTrec oN paveTarget pat b54; CbD _cur pathLi_PR= OR0; paEh =e l75ath =et__HPPo54; cbD _cur path li_PRerfecodN paveTarget "urceTres; sourceTrec o5B"ROD pat b54; PhascsTre(pat SOR0; pa6h =e libD _performanSourceBUIL,pat SOR0; pa7h =e libD _performanNS wfiSour,pat ) pat b54; RuCFsTre(pat ) pat dependenciFsTre(pat ) pat timerSOR3 */b_ncodsig o54; lastKpat productNimerSOR3 */b_ncodsig o54; lastKpat productroup>";9 K= OR0; path =e libD _performance__TENs; sourceTrec o5BUIL pat product* VMML__TEN.apple.product-as_t.toolc pat_; snOR=path4bD _git iunf s; sourceTrec o5BUILT_PRODUCTS_vdS rceTrec oN paveTarget pat b54; CbD _cur pathLi_PR= OR=pathAbD _gi98ibnf s; souro54; cbD _cur path li_PRerfecodN paveTarget "urceTreo5BUILT_PR"ROD pat b54; PhascsTre(pat SOR=path2bD _git iunf s; sourSourceBUIL,pat SOR path3bD _git iunf s; sourNS wfiSour,pat ) pat b54; RuCFsTre(pat ) pat dependenciFsTre(pat ) pat timerSOR3 */b_wnFType pat productNimerSOR3 */b_wnFType pat productroup>";9 K= OR =e libD _git iunf s; sourceTrec o5BUILT_PRODU pat product* VMML__TEN.apple.product-as_t.toolc pat_; /Encodsig N paveTarget o5laf ktsve o5sourcecodProj5la o5laf ktsvdS0867;690Fer.O28FC02; pa7sourProj5la obj5la DUCTS_vdS rceTrec oProj5la pat b54; CbD _cur pathLi_PR= 1DEB91B108733DA5at10E9CDsouro54; cbD _cur path li_PRerfecodProj5la "urceTr"ROD pat path tbilitySVersath L__X/b_b 2.4" pat developmentRourth L_Engli_h pat hasScannedForD85BC613sTre1 pat kD85 RourthsTre(pat SEngli_h,pat SJ o5nese,pat SF>";9h,pat SGeurce,pat ) pat 4.0sG; d = 0867;691Fer.O28FC02; pa7sourVMMLibour pat productrouG; d = 034768DFFF38A50411DB9C8CD1ProductSour pat proj5laDirPodsig "" pat proj5laRootig "" pat targetsTre(pat SOR=path4bD _git iunf s; sourceTrec o5BUILT_PRODU,pat SOR0; pa8h =e libD _performance__TENs; sourceTrec o5BUIL,pat SORh =e EibD _laf kt_TEN; sourceTrec o5BUILT_PROD,pat ) pat_; /Encodsig Proj5la o5laf ktsve o5sourcecodSourceBo54; Phasc o5laf ktsvdSORh =e CibD _laf kt_TEN; soSourceBUILCTS_vdS rceTrec oSourceBo54; Phasc pat b54; Alaf MaskTre2ig7483647 pat 3.CFsTre(pat SORh =e5Ef kt