Bausager/Flux
1
0
Fork 0
Code Issues 36 Pull Requests Actions Packages Projects 1 Releases Wiki Activity

Backpass on reg

Browse Source 
Made backpass on regulariaztion and made it easy to see in main.cpp
This commit is contained in:
Michelle
2026-05-16 21:34:34 +02:00
parent d2fe8aa65c
commit eb2374eaf5
5 changed files with 180 additions and 104 deletions
Download Patch File Download Diff File Expand all files Collapse all files
build/CMakeFiles/CMakeConfigureLog.yaml
+90 -90
View File
@@ -39,8 +39,8 @@ events:
checks:
- "Detecting CXX compiler ABI info"
directories:
source: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-449LtD"
binary: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-449LtD"
source: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-twuVzR"
binary: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-twuVzR"
cmakeVariables:
CMAKE_CXX_FLAGS: ""
CMAKE_CXX_FLAGS_DEBUG: "-g"
@@ -49,13 +49,13 @@ events:
variable: "CMAKE_CXX_ABI_COMPILED"
cached: true
stdout: |
Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-449LtD'
Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-twuVzR'
Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_8f5f9/fast
/usr/bin/gmake -f CMakeFiles/cmTC_8f5f9.dir/build.make CMakeFiles/cmTC_8f5f9.dir/build
gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-449LtD'
Building CXX object CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o
/usr/bin/c++ -v -o CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o -c /usr/share/cmake-3.28/Modules/CMakeCXXCompilerABI.cpp
Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_2c488/fast
/usr/bin/gmake -f CMakeFiles/cmTC_2c488.dir/build.make CMakeFiles/cmTC_2c488.dir/build
gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-twuVzR'
Building CXX object CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o
/usr/bin/c++ -v -o CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o -c /usr/share/cmake-3.28/Modules/CMakeCXXCompilerABI.cpp
Using built-in specs.
COLLECT_GCC=/usr/bin/c++
OFFLOAD_TARGET_NAMES=nvptx-none:amdgcn-amdhsa
@@ -65,8 +65,8 @@ events:
Thread model: posix
Supported LTO compression algorithms: zlib zstd
gcc version 13.3.0 (Ubuntu 13.3.0-6ubuntu2~24.04.1)
COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_8f5f9.dir/'
/usr/libexec/gcc/x86_64-linux-gnu/13/cc1plus -quiet -v -imultiarch x86_64-linux-gnu -D_GNU_SOURCE /usr/share/cmake-3.28/Modules/CMakeCXXCompilerABI.cpp -quiet -dumpdir CMakeFiles/cmTC_8f5f9.dir/ -dumpbase CMakeCXXCompilerABI.cpp.cpp -dumpbase-ext .cpp -mtune=generic -march=x86-64 -version -fasynchronous-unwind-tables -fstack-protector-strong -Wformat -Wformat-security -fstack-clash-protection -fcf-protection -o /tmp/cc86UC9c.s
COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_2c488.dir/'
/usr/libexec/gcc/x86_64-linux-gnu/13/cc1plus -quiet -v -imultiarch x86_64-linux-gnu -D_GNU_SOURCE /usr/share/cmake-3.28/Modules/CMakeCXXCompilerABI.cpp -quiet -dumpdir CMakeFiles/cmTC_2c488.dir/ -dumpbase CMakeCXXCompilerABI.cpp.cpp -dumpbase-ext .cpp -mtune=generic -march=x86-64 -version -fasynchronous-unwind-tables -fstack-protector-strong -Wformat -Wformat-security -fstack-clash-protection -fcf-protection -o /tmp/ccPxlZOJ.s
GNU C++17 (Ubuntu 13.3.0-6ubuntu2~24.04.1) version 13.3.0 (x86_64-linux-gnu)
compiled by GNU C version 13.3.0, GMP version 6.3.0, MPFR version 4.2.1, MPC version 1.3.1, isl version isl-0.26-GMP
@@ -87,15 +87,15 @@ events:
/usr/include
End of search list.
Compiler executable checksum: 7896445e4990772fdae9dc0659a99266
COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_8f5f9.dir/'
as -v --64 -o CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o /tmp/cc86UC9c.s
COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_2c488.dir/'
as -v --64 -o CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o /tmp/ccPxlZOJ.s
GNU assembler version 2.42 (x86_64-linux-gnu) using BFD version (GNU Binutils for Ubuntu) 2.42
COMPILER_PATH=/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/
LIBRARY_PATH=/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib/:/lib/x86_64-linux-gnu/:/lib/../lib/:/usr/lib/x86_64-linux-gnu/:/usr/lib/../lib/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../:/lib/:/usr/lib/
COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.'
Linking CXX executable cmTC_8f5f9
/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_8f5f9.dir/link.txt --verbose=1
/usr/bin/c++ -v CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o -o cmTC_8f5f9
COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.'
Linking CXX executable cmTC_2c488
/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_2c488.dir/link.txt --verbose=1
/usr/bin/c++ -v CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o -o cmTC_2c488
Using built-in specs.
COLLECT_GCC=/usr/bin/c++
COLLECT_LTO_WRAPPER=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper
@@ -108,10 +108,10 @@ events:
gcc version 13.3.0 (Ubuntu 13.3.0-6ubuntu2~24.04.1)
COMPILER_PATH=/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/
LIBRARY_PATH=/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib/:/lib/x86_64-linux-gnu/:/lib/../lib/:/usr/lib/x86_64-linux-gnu/:/usr/lib/../lib/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../:/lib/:/usr/lib/
COLLECT_GCC_OPTIONS='-v' '-o' 'cmTC_8f5f9' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'cmTC_8f5f9.'
/usr/libexec/gcc/x86_64-linux-gnu/13/collect2 -plugin /usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so -plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper -plugin-opt=-fresolution=/tmp/ccXfphqc.res -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc -plugin-opt=-pass-through=-lc -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc --build-id --eh-frame-hdr -m elf_x86_64 --hash-style=gnu --as-needed -dynamic-linker /lib64/ld-linux-x86-64.so.2 -pie -z now -z relro -o cmTC_8f5f9 /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o /usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o -L/usr/lib/gcc/x86_64-linux-gnu/13 -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib -L/lib/x86_64-linux-gnu -L/lib/../lib -L/usr/lib/x86_64-linux-gnu -L/usr/lib/../lib -L/usr/lib/gcc/x86_64-linux-gnu/13/../../.. CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o -lstdc++ -lm -lgcc_s -lgcc -lc -lgcc_s -lgcc /usr/lib/gcc/x86_64-linux-gnu/13/crtendS.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crtn.o
COLLECT_GCC_OPTIONS='-v' '-o' 'cmTC_8f5f9' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'cmTC_8f5f9.'
gmake[1]: Leaving directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-449LtD'
COLLECT_GCC_OPTIONS='-v' '-o' 'cmTC_2c488' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'cmTC_2c488.'
/usr/libexec/gcc/x86_64-linux-gnu/13/collect2 -plugin /usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so -plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper -plugin-opt=-fresolution=/tmp/ccDOmTrW.res -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc -plugin-opt=-pass-through=-lc -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc --build-id --eh-frame-hdr -m elf_x86_64 --hash-style=gnu --as-needed -dynamic-linker /lib64/ld-linux-x86-64.so.2 -pie -z now -z relro -o cmTC_2c488 /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o /usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o -L/usr/lib/gcc/x86_64-linux-gnu/13 -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib -L/lib/x86_64-linux-gnu -L/lib/../lib -L/usr/lib/x86_64-linux-gnu -L/usr/lib/../lib -L/usr/lib/gcc/x86_64-linux-gnu/13/../../.. CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o -lstdc++ -lm -lgcc_s -lgcc -lc -lgcc_s -lgcc /usr/lib/gcc/x86_64-linux-gnu/13/crtendS.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crtn.o
COLLECT_GCC_OPTIONS='-v' '-o' 'cmTC_2c488' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'cmTC_2c488.'
gmake[1]: Leaving directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-twuVzR'
exitCode: 0
-
@@ -151,13 +151,13 @@ events:
message: |
Parsed CXX implicit link information:
link line regex: [^( *|.*[/\\])(ld|CMAKE_LINK_STARTFILE-NOTFOUND|([^/\\]+-)?ld|collect2)[^/\\]*( |$)]
ignore line: [Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-449LtD']
ignore line: [Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-twuVzR']
ignore line: []
ignore line: [Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_8f5f9/fast]
ignore line: [/usr/bin/gmake -f CMakeFiles/cmTC_8f5f9.dir/build.make CMakeFiles/cmTC_8f5f9.dir/build]
ignore line: [gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-449LtD']
ignore line: [Building CXX object CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o]
ignore line: [/usr/bin/c++ -v -o CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o -c /usr/share/cmake-3.28/Modules/CMakeCXXCompilerABI.cpp]
ignore line: [Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_2c488/fast]
ignore line: [/usr/bin/gmake -f CMakeFiles/cmTC_2c488.dir/build.make CMakeFiles/cmTC_2c488.dir/build]
ignore line: [gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-twuVzR']
ignore line: [Building CXX object CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o]
ignore line: [/usr/bin/c++ -v -o CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o -c /usr/share/cmake-3.28/Modules/CMakeCXXCompilerABI.cpp]
ignore line: [Using built-in specs.]
ignore line: [COLLECT_GCC=/usr/bin/c++]
ignore line: [OFFLOAD_TARGET_NAMES=nvptx-none:amdgcn-amdhsa]
@@ -167,8 +167,8 @@ events:
ignore line: [Thread model: posix]
ignore line: [Supported LTO compression algorithms: zlib zstd]
ignore line: [gcc version 13.3.0 (Ubuntu 13.3.0-6ubuntu2~24.04.1) ]
ignore line: [COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_8f5f9.dir/']
ignore line: [ /usr/libexec/gcc/x86_64-linux-gnu/13/cc1plus -quiet -v -imultiarch x86_64-linux-gnu -D_GNU_SOURCE /usr/share/cmake-3.28/Modules/CMakeCXXCompilerABI.cpp -quiet -dumpdir CMakeFiles/cmTC_8f5f9.dir/ -dumpbase CMakeCXXCompilerABI.cpp.cpp -dumpbase-ext .cpp -mtune=generic -march=x86-64 -version -fasynchronous-unwind-tables -fstack-protector-strong -Wformat -Wformat-security -fstack-clash-protection -fcf-protection -o /tmp/cc86UC9c.s]
ignore line: [COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_2c488.dir/']
ignore line: [ /usr/libexec/gcc/x86_64-linux-gnu/13/cc1plus -quiet -v -imultiarch x86_64-linux-gnu -D_GNU_SOURCE /usr/share/cmake-3.28/Modules/CMakeCXXCompilerABI.cpp -quiet -dumpdir CMakeFiles/cmTC_2c488.dir/ -dumpbase CMakeCXXCompilerABI.cpp.cpp -dumpbase-ext .cpp -mtune=generic -march=x86-64 -version -fasynchronous-unwind-tables -fstack-protector-strong -Wformat -Wformat-security -fstack-clash-protection -fcf-protection -o /tmp/ccPxlZOJ.s]
ignore line: [GNU C++17 (Ubuntu 13.3.0-6ubuntu2~24.04.1) version 13.3.0 (x86_64-linux-gnu)]
ignore line: [ compiled by GNU C version 13.3.0 GMP version 6.3.0 MPFR version 4.2.1 MPC version 1.3.1 isl version isl-0.26-GMP]
ignore line: []
@@ -189,15 +189,15 @@ events:
ignore line: [ /usr/include]
ignore line: [End of search list.]
ignore line: [Compiler executable checksum: 7896445e4990772fdae9dc0659a99266]
ignore line: [COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_8f5f9.dir/']
ignore line: [ as -v --64 -o CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o /tmp/cc86UC9c.s]
ignore line: [COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_2c488.dir/']
ignore line: [ as -v --64 -o CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o /tmp/ccPxlZOJ.s]
ignore line: [GNU assembler version 2.42 (x86_64-linux-gnu) using BFD version (GNU Binutils for Ubuntu) 2.42]
ignore line: [COMPILER_PATH=/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/]
ignore line: [LIBRARY_PATH=/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib/:/lib/x86_64-linux-gnu/:/lib/../lib/:/usr/lib/x86_64-linux-gnu/:/usr/lib/../lib/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../:/lib/:/usr/lib/]
ignore line: [COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.']
ignore line: [Linking CXX executable cmTC_8f5f9]
ignore line: [/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_8f5f9.dir/link.txt --verbose=1]
ignore line: [/usr/bin/c++ -v CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o -o cmTC_8f5f9 ]
ignore line: [COLLECT_GCC_OPTIONS='-v' '-o' 'CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.']
ignore line: [Linking CXX executable cmTC_2c488]
ignore line: [/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_2c488.dir/link.txt --verbose=1]
ignore line: [/usr/bin/c++ -v CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o -o cmTC_2c488 ]
ignore line: [Using built-in specs.]
ignore line: [COLLECT_GCC=/usr/bin/c++]
ignore line: [COLLECT_LTO_WRAPPER=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper]
@@ -210,13 +210,13 @@ events:
ignore line: [gcc version 13.3.0 (Ubuntu 13.3.0-6ubuntu2~24.04.1) ]
ignore line: [COMPILER_PATH=/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/]
ignore line: [LIBRARY_PATH=/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib/:/lib/x86_64-linux-gnu/:/lib/../lib/:/usr/lib/x86_64-linux-gnu/:/usr/lib/../lib/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../:/lib/:/usr/lib/]
ignore line: [COLLECT_GCC_OPTIONS='-v' '-o' 'cmTC_8f5f9' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'cmTC_8f5f9.']
link line: [ /usr/libexec/gcc/x86_64-linux-gnu/13/collect2 -plugin /usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so -plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper -plugin-opt=-fresolution=/tmp/ccXfphqc.res -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc -plugin-opt=-pass-through=-lc -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc --build-id --eh-frame-hdr -m elf_x86_64 --hash-style=gnu --as-needed -dynamic-linker /lib64/ld-linux-x86-64.so.2 -pie -z now -z relro -o cmTC_8f5f9 /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o /usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o -L/usr/lib/gcc/x86_64-linux-gnu/13 -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib -L/lib/x86_64-linux-gnu -L/lib/../lib -L/usr/lib/x86_64-linux-gnu -L/usr/lib/../lib -L/usr/lib/gcc/x86_64-linux-gnu/13/../../.. CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o -lstdc++ -lm -lgcc_s -lgcc -lc -lgcc_s -lgcc /usr/lib/gcc/x86_64-linux-gnu/13/crtendS.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crtn.o]
ignore line: [COLLECT_GCC_OPTIONS='-v' '-o' 'cmTC_2c488' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-dumpdir' 'cmTC_2c488.']
link line: [ /usr/libexec/gcc/x86_64-linux-gnu/13/collect2 -plugin /usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so -plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper -plugin-opt=-fresolution=/tmp/ccDOmTrW.res -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc -plugin-opt=-pass-through=-lc -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc --build-id --eh-frame-hdr -m elf_x86_64 --hash-style=gnu --as-needed -dynamic-linker /lib64/ld-linux-x86-64.so.2 -pie -z now -z relro -o cmTC_2c488 /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o /usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o -L/usr/lib/gcc/x86_64-linux-gnu/13 -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib -L/lib/x86_64-linux-gnu -L/lib/../lib -L/usr/lib/x86_64-linux-gnu -L/usr/lib/../lib -L/usr/lib/gcc/x86_64-linux-gnu/13/../../.. CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o -lstdc++ -lm -lgcc_s -lgcc -lc -lgcc_s -lgcc /usr/lib/gcc/x86_64-linux-gnu/13/crtendS.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crtn.o]
arg [/usr/libexec/gcc/x86_64-linux-gnu/13/collect2] ==> ignore
arg [-plugin] ==> ignore
arg [/usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so] ==> ignore
arg [-plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper] ==> ignore
arg [-plugin-opt=-fresolution=/tmp/ccXfphqc.res] ==> ignore
arg [-plugin-opt=-fresolution=/tmp/ccDOmTrW.res] ==> ignore
arg [-plugin-opt=-pass-through=-lgcc_s] ==> ignore
arg [-plugin-opt=-pass-through=-lgcc] ==> ignore
arg [-plugin-opt=-pass-through=-lc] ==> ignore
@@ -234,7 +234,7 @@ events:
arg [-znow] ==> ignore
arg [-zrelro] ==> ignore
arg [-o] ==> ignore
arg [cmTC_8f5f9] ==> ignore
arg [cmTC_2c488] ==> ignore
arg [/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o] ==> obj [/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o]
arg [/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o] ==> obj [/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o]
arg [/usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o] ==> obj [/usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o]
@@ -246,7 +246,7 @@ events:
arg [-L/usr/lib/x86_64-linux-gnu] ==> dir [/usr/lib/x86_64-linux-gnu]
arg [-L/usr/lib/../lib] ==> dir [/usr/lib/../lib]
arg [-L/usr/lib/gcc/x86_64-linux-gnu/13/../../..] ==> dir [/usr/lib/gcc/x86_64-linux-gnu/13/../../..]
arg [CMakeFiles/cmTC_8f5f9.dir/CMakeCXXCompilerABI.cpp.o] ==> ignore
arg [CMakeFiles/cmTC_2c488.dir/CMakeCXXCompilerABI.cpp.o] ==> ignore
arg [-lstdc++] ==> lib [stdc++]
arg [-lm] ==> lib [m]
arg [-lgcc_s] ==> lib [gcc_s]
@@ -281,8 +281,8 @@ events:
- "CMakeLists.txt:8 (find_package)"
description: "Detecting CXX OpenMP compiler info"
directories:
source: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ"
binary: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ"
source: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI"
binary: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI"
cmakeVariables:
CMAKE_CXX_FLAGS: ""
CMAKE_CXX_FLAGS_DEBUG: "-g"
@@ -291,13 +291,13 @@ events:
variable: "OpenMP_COMPILE_RESULT_CXX_fopenmp"
cached: true
stdout: |
Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ'
Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI'
Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_71272/fast
/usr/bin/gmake -f CMakeFiles/cmTC_71272.dir/build.make CMakeFiles/cmTC_71272.dir/build
gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ'
Building CXX object CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o
/usr/bin/c++ -fopenmp -v -std=gnu++14 -o CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o -c /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ/OpenMPTryFlag.cpp
Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_e099e/fast
/usr/bin/gmake -f CMakeFiles/cmTC_e099e.dir/build.make CMakeFiles/cmTC_e099e.dir/build
gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI'
Building CXX object CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o
/usr/bin/c++ -fopenmp -v -std=gnu++14 -o CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o -c /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI/OpenMPTryFlag.cpp
Using built-in specs.
COLLECT_GCC=/usr/bin/c++
OFFLOAD_TARGET_NAMES=nvptx-none:amdgcn-amdhsa
@@ -307,8 +307,8 @@ events:
Thread model: posix
Supported LTO compression algorithms: zlib zstd
gcc version 13.3.0 (Ubuntu 13.3.0-6ubuntu2~24.04.1)
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_71272.dir/'
/usr/libexec/gcc/x86_64-linux-gnu/13/cc1plus -quiet -v -imultiarch x86_64-linux-gnu -D_GNU_SOURCE -D_REENTRANT /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ/OpenMPTryFlag.cpp -quiet -dumpdir CMakeFiles/cmTC_71272.dir/ -dumpbase OpenMPTryFlag.cpp.cpp -dumpbase-ext .cpp -mtune=generic -march=x86-64 -std=gnu++14 -version -fopenmp -fasynchronous-unwind-tables -fstack-protector-strong -Wformat -Wformat-security -fstack-clash-protection -fcf-protection -o /tmp/cc1CLVP9.s
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_e099e.dir/'
/usr/libexec/gcc/x86_64-linux-gnu/13/cc1plus -quiet -v -imultiarch x86_64-linux-gnu -D_GNU_SOURCE -D_REENTRANT /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI/OpenMPTryFlag.cpp -quiet -dumpdir CMakeFiles/cmTC_e099e.dir/ -dumpbase OpenMPTryFlag.cpp.cpp -dumpbase-ext .cpp -mtune=generic -march=x86-64 -std=gnu++14 -version -fopenmp -fasynchronous-unwind-tables -fstack-protector-strong -Wformat -Wformat-security -fstack-clash-protection -fcf-protection -o /tmp/cc5EKeIK.s
GNU C++14 (Ubuntu 13.3.0-6ubuntu2~24.04.1) version 13.3.0 (x86_64-linux-gnu)
compiled by GNU C version 13.3.0, GMP version 6.3.0, MPFR version 4.2.1, MPC version 1.3.1, isl version isl-0.26-GMP
@@ -329,15 +329,15 @@ events:
/usr/include
End of search list.
Compiler executable checksum: 7896445e4990772fdae9dc0659a99266
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_71272.dir/'
as -v --64 -o CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o /tmp/cc1CLVP9.s
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_e099e.dir/'
as -v --64 -o CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o /tmp/cc5EKeIK.s
GNU assembler version 2.42 (x86_64-linux-gnu) using BFD version (GNU Binutils for Ubuntu) 2.42
COMPILER_PATH=/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/
LIBRARY_PATH=/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib/:/lib/x86_64-linux-gnu/:/lib/../lib/:/usr/lib/x86_64-linux-gnu/:/usr/lib/../lib/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../:/lib/:/usr/lib/
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.'
Linking CXX executable cmTC_71272
/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_71272.dir/link.txt --verbose=1
/usr/bin/c++ -fopenmp -v CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o -o cmTC_71272 -v
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.'
Linking CXX executable cmTC_e099e
/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_e099e.dir/link.txt --verbose=1
/usr/bin/c++ -fopenmp -v CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o -o cmTC_e099e -v
Using built-in specs.
COLLECT_GCC=/usr/bin/c++
COLLECT_LTO_WRAPPER=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper
@@ -351,10 +351,10 @@ events:
COMPILER_PATH=/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/
LIBRARY_PATH=/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib/:/lib/x86_64-linux-gnu/:/lib/../lib/:/usr/lib/x86_64-linux-gnu/:/usr/lib/../lib/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../:/lib/:/usr/lib/
Reading specs from /usr/lib/gcc/x86_64-linux-gnu/13/libgomp.spec
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-o' 'cmTC_71272' '-v' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'cmTC_71272.'
/usr/libexec/gcc/x86_64-linux-gnu/13/collect2 -plugin /usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so -plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper -plugin-opt=-fresolution=/tmp/ccvJsGgZ.res -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc -plugin-opt=-pass-through=-lpthread -plugin-opt=-pass-through=-lc -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc --build-id --eh-frame-hdr -m elf_x86_64 --hash-style=gnu --as-needed -dynamic-linker /lib64/ld-linux-x86-64.so.2 -pie -z now -z relro -o cmTC_71272 /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o /usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o /usr/lib/gcc/x86_64-linux-gnu/13/crtoffloadbegin.o -L/usr/lib/gcc/x86_64-linux-gnu/13 -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib -L/lib/x86_64-linux-gnu -L/lib/../lib -L/usr/lib/x86_64-linux-gnu -L/usr/lib/../lib -L/usr/lib/gcc/x86_64-linux-gnu/13/../../.. CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o -lstdc++ -lm -lgomp -lgcc_s -lgcc -lpthread -lc -lgcc_s -lgcc /usr/lib/gcc/x86_64-linux-gnu/13/crtendS.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crtn.o /usr/lib/gcc/x86_64-linux-gnu/13/crtoffloadend.o
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-o' 'cmTC_71272' '-v' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'cmTC_71272.'
gmake[1]: Leaving directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ'
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-o' 'cmTC_e099e' '-v' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'cmTC_e099e.'
/usr/libexec/gcc/x86_64-linux-gnu/13/collect2 -plugin /usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so -plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper -plugin-opt=-fresolution=/tmp/cclrAzBa.res -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc -plugin-opt=-pass-through=-lpthread -plugin-opt=-pass-through=-lc -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc --build-id --eh-frame-hdr -m elf_x86_64 --hash-style=gnu --as-needed -dynamic-linker /lib64/ld-linux-x86-64.so.2 -pie -z now -z relro -o cmTC_e099e /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o /usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o /usr/lib/gcc/x86_64-linux-gnu/13/crtoffloadbegin.o -L/usr/lib/gcc/x86_64-linux-gnu/13 -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib -L/lib/x86_64-linux-gnu -L/lib/../lib -L/usr/lib/x86_64-linux-gnu -L/usr/lib/../lib -L/usr/lib/gcc/x86_64-linux-gnu/13/../../.. CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o -lstdc++ -lm -lgomp -lgcc_s -lgcc -lpthread -lc -lgcc_s -lgcc /usr/lib/gcc/x86_64-linux-gnu/13/crtendS.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crtn.o /usr/lib/gcc/x86_64-linux-gnu/13/crtoffloadend.o
COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-o' 'cmTC_e099e' '-v' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'cmTC_e099e.'
gmake[1]: Leaving directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI'
exitCode: 0
-
@@ -366,13 +366,13 @@ events:
message: |
Parsed CXX OpenMP implicit link information from above output:
link line regex: [^( *|.*[/\\])(ld|CMAKE_LINK_STARTFILE-NOTFOUND|([^/\\]+-)?ld|collect2)[^/\\]*( |$)]
ignore line: [Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ']
ignore line: [Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI']
ignore line: []
ignore line: [Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_71272/fast]
ignore line: [/usr/bin/gmake -f CMakeFiles/cmTC_71272.dir/build.make CMakeFiles/cmTC_71272.dir/build]
ignore line: [gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ']
ignore line: [Building CXX object CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o]
ignore line: [/usr/bin/c++ -fopenmp -v -std=gnu++14 -o CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o -c /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ/OpenMPTryFlag.cpp]
ignore line: [Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_e099e/fast]
ignore line: [/usr/bin/gmake -f CMakeFiles/cmTC_e099e.dir/build.make CMakeFiles/cmTC_e099e.dir/build]
ignore line: [gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI']
ignore line: [Building CXX object CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o]
ignore line: [/usr/bin/c++ -fopenmp -v -std=gnu++14 -o CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o -c /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI/OpenMPTryFlag.cpp]
ignore line: [Using built-in specs.]
ignore line: [COLLECT_GCC=/usr/bin/c++]
ignore line: [OFFLOAD_TARGET_NAMES=nvptx-none:amdgcn-amdhsa]
@@ -382,8 +382,8 @@ events:
ignore line: [Thread model: posix]
ignore line: [Supported LTO compression algorithms: zlib zstd]
ignore line: [gcc version 13.3.0 (Ubuntu 13.3.0-6ubuntu2~24.04.1) ]
ignore line: [COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_71272.dir/']
ignore line: [ /usr/libexec/gcc/x86_64-linux-gnu/13/cc1plus -quiet -v -imultiarch x86_64-linux-gnu -D_GNU_SOURCE -D_REENTRANT /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-hAJQzZ/OpenMPTryFlag.cpp -quiet -dumpdir CMakeFiles/cmTC_71272.dir/ -dumpbase OpenMPTryFlag.cpp.cpp -dumpbase-ext .cpp -mtune=generic -march=x86-64 -std=gnu++14 -version -fopenmp -fasynchronous-unwind-tables -fstack-protector-strong -Wformat -Wformat-security -fstack-clash-protection -fcf-protection -o /tmp/cc1CLVP9.s]
ignore line: [COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_e099e.dir/']
ignore line: [ /usr/libexec/gcc/x86_64-linux-gnu/13/cc1plus -quiet -v -imultiarch x86_64-linux-gnu -D_GNU_SOURCE -D_REENTRANT /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-BafEqI/OpenMPTryFlag.cpp -quiet -dumpdir CMakeFiles/cmTC_e099e.dir/ -dumpbase OpenMPTryFlag.cpp.cpp -dumpbase-ext .cpp -mtune=generic -march=x86-64 -std=gnu++14 -version -fopenmp -fasynchronous-unwind-tables -fstack-protector-strong -Wformat -Wformat-security -fstack-clash-protection -fcf-protection -o /tmp/cc5EKeIK.s]
ignore line: [GNU C++14 (Ubuntu 13.3.0-6ubuntu2~24.04.1) version 13.3.0 (x86_64-linux-gnu)]
ignore line: [ compiled by GNU C version 13.3.0 GMP version 6.3.0 MPFR version 4.2.1 MPC version 1.3.1 isl version isl-0.26-GMP]
ignore line: []
@@ -404,15 +404,15 @@ events:
ignore line: [ /usr/include]
ignore line: [End of search list.]
ignore line: [Compiler executable checksum: 7896445e4990772fdae9dc0659a99266]
ignore line: [COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_71272.dir/']
ignore line: [ as -v --64 -o CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o /tmp/cc1CLVP9.s]
ignore line: [COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_e099e.dir/']
ignore line: [ as -v --64 -o CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o /tmp/cc5EKeIK.s]
ignore line: [GNU assembler version 2.42 (x86_64-linux-gnu) using BFD version (GNU Binutils for Ubuntu) 2.42]
ignore line: [COMPILER_PATH=/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/]
ignore line: [LIBRARY_PATH=/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib/:/lib/x86_64-linux-gnu/:/lib/../lib/:/usr/lib/x86_64-linux-gnu/:/usr/lib/../lib/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../:/lib/:/usr/lib/]
ignore line: [COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.']
ignore line: [Linking CXX executable cmTC_71272]
ignore line: [/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_71272.dir/link.txt --verbose=1]
ignore line: [/usr/bin/c++ -fopenmp -v CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o -o cmTC_71272 -v ]
ignore line: [COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-std=gnu++14' '-o' 'CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o' '-c' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.']
ignore line: [Linking CXX executable cmTC_e099e]
ignore line: [/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_e099e.dir/link.txt --verbose=1]
ignore line: [/usr/bin/c++ -fopenmp -v CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o -o cmTC_e099e -v ]
ignore line: [Using built-in specs.]
ignore line: [COLLECT_GCC=/usr/bin/c++]
ignore line: [COLLECT_LTO_WRAPPER=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper]
@@ -426,13 +426,13 @@ events:
ignore line: [COMPILER_PATH=/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/13/:/usr/libexec/gcc/x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/]
ignore line: [LIBRARY_PATH=/usr/lib/gcc/x86_64-linux-gnu/13/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib/:/lib/x86_64-linux-gnu/:/lib/../lib/:/usr/lib/x86_64-linux-gnu/:/usr/lib/../lib/:/usr/lib/gcc/x86_64-linux-gnu/13/../../../:/lib/:/usr/lib/]
ignore line: [Reading specs from /usr/lib/gcc/x86_64-linux-gnu/13/libgomp.spec]
ignore line: [COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-o' 'cmTC_71272' '-v' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'cmTC_71272.']
link line: [ /usr/libexec/gcc/x86_64-linux-gnu/13/collect2 -plugin /usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so -plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper -plugin-opt=-fresolution=/tmp/ccvJsGgZ.res -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc -plugin-opt=-pass-through=-lpthread -plugin-opt=-pass-through=-lc -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc --build-id --eh-frame-hdr -m elf_x86_64 --hash-style=gnu --as-needed -dynamic-linker /lib64/ld-linux-x86-64.so.2 -pie -z now -z relro -o cmTC_71272 /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o /usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o /usr/lib/gcc/x86_64-linux-gnu/13/crtoffloadbegin.o -L/usr/lib/gcc/x86_64-linux-gnu/13 -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib -L/lib/x86_64-linux-gnu -L/lib/../lib -L/usr/lib/x86_64-linux-gnu -L/usr/lib/../lib -L/usr/lib/gcc/x86_64-linux-gnu/13/../../.. CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o -lstdc++ -lm -lgomp -lgcc_s -lgcc -lpthread -lc -lgcc_s -lgcc /usr/lib/gcc/x86_64-linux-gnu/13/crtendS.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crtn.o /usr/lib/gcc/x86_64-linux-gnu/13/crtoffloadend.o]
ignore line: [COLLECT_GCC_OPTIONS='-fopenmp' '-v' '-o' 'cmTC_e099e' '-v' '-shared-libgcc' '-mtune=generic' '-march=x86-64' '-pthread' '-dumpdir' 'cmTC_e099e.']
link line: [ /usr/libexec/gcc/x86_64-linux-gnu/13/collect2 -plugin /usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so -plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper -plugin-opt=-fresolution=/tmp/cclrAzBa.res -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc -plugin-opt=-pass-through=-lpthread -plugin-opt=-pass-through=-lc -plugin-opt=-pass-through=-lgcc_s -plugin-opt=-pass-through=-lgcc --build-id --eh-frame-hdr -m elf_x86_64 --hash-style=gnu --as-needed -dynamic-linker /lib64/ld-linux-x86-64.so.2 -pie -z now -z relro -o cmTC_e099e /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/Scrt1.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crti.o /usr/lib/gcc/x86_64-linux-gnu/13/crtbeginS.o /usr/lib/gcc/x86_64-linux-gnu/13/crtoffloadbegin.o -L/usr/lib/gcc/x86_64-linux-gnu/13 -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu -L/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib -L/lib/x86_64-linux-gnu -L/lib/../lib -L/usr/lib/x86_64-linux-gnu -L/usr/lib/../lib -L/usr/lib/gcc/x86_64-linux-gnu/13/../../.. CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o -lstdc++ -lm -lgomp -lgcc_s -lgcc -lpthread -lc -lgcc_s -lgcc /usr/lib/gcc/x86_64-linux-gnu/13/crtendS.o /usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu/crtn.o /usr/lib/gcc/x86_64-linux-gnu/13/crtoffloadend.o]
arg [/usr/libexec/gcc/x86_64-linux-gnu/13/collect2] ==> ignore
arg [-plugin] ==> ignore
arg [/usr/libexec/gcc/x86_64-linux-gnu/13/liblto_plugin.so] ==> ignore
arg [-plugin-opt=/usr/libexec/gcc/x86_64-linux-gnu/13/lto-wrapper] ==> ignore
arg [-plugin-opt=-fresolution=/tmp/ccvJsGgZ.res] ==> ignore
arg [-plugin-opt=-fresolution=/tmp/cclrAzBa.res] ==> ignore
arg [-plugin-opt=-pass-through=-lgcc_s] ==> ignore
arg [-plugin-opt=-pass-through=-lgcc] ==> ignore
arg [-plugin-opt=-pass-through=-lpthread] ==> ignore
@@ -451,7 +451,7 @@ events:
arg [-znow] ==> ignore
arg [-zrelro] ==> ignore
arg [-o] ==> ignore
arg [cmTC_71272] ==> ignore
arg [cmTC_e099e] ==> ignore
arg [-L/usr/lib/gcc/x86_64-linux-gnu/13] ==> dir [/usr/lib/gcc/x86_64-linux-gnu/13]
arg [-L/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu] ==> dir [/usr/lib/gcc/x86_64-linux-gnu/13/../../../x86_64-linux-gnu]
arg [-L/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib] ==> dir [/usr/lib/gcc/x86_64-linux-gnu/13/../../../../lib]
@@ -460,7 +460,7 @@ events:
arg [-L/usr/lib/x86_64-linux-gnu] ==> dir [/usr/lib/x86_64-linux-gnu]
arg [-L/usr/lib/../lib] ==> dir [/usr/lib/../lib]
arg [-L/usr/lib/gcc/x86_64-linux-gnu/13/../../..] ==> dir [/usr/lib/gcc/x86_64-linux-gnu/13/../../..]
arg [CMakeFiles/cmTC_71272.dir/OpenMPTryFlag.cpp.o] ==> ignore
arg [CMakeFiles/cmTC_e099e.dir/OpenMPTryFlag.cpp.o] ==> ignore
arg [-lstdc++] ==> lib [stdc++]
arg [-lm] ==> lib [m]
arg [-lgomp] ==> lib [gomp]
@@ -492,8 +492,8 @@ events:
- "CMakeLists.txt:8 (find_package)"
description: "Detecting CXX OpenMP version"
directories:
source: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-opyhog"
binary: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-opyhog"
source: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-Rs8MfE"
binary: "/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-Rs8MfE"
cmakeVariables:
CMAKE_CXX_FLAGS: ""
CMAKE_CXX_FLAGS_DEBUG: "-g"
@@ -502,17 +502,17 @@ events:
variable: "OpenMP_SPECTEST_CXX_"
cached: true
stdout: |
Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-opyhog'
Change Dir: '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-Rs8MfE'
Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_31faf/fast
/usr/bin/gmake -f CMakeFiles/cmTC_31faf.dir/build.make CMakeFiles/cmTC_31faf.dir/build
gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-opyhog'
Building CXX object CMakeFiles/cmTC_31faf.dir/OpenMPCheckVersion.cpp.o
/usr/bin/c++ -fopenmp -std=gnu++14 -o CMakeFiles/cmTC_31faf.dir/OpenMPCheckVersion.cpp.o -c /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-opyhog/OpenMPCheckVersion.cpp
Linking CXX executable cmTC_31faf
/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_31faf.dir/link.txt --verbose=1
/usr/bin/c++ -fopenmp CMakeFiles/cmTC_31faf.dir/OpenMPCheckVersion.cpp.o -o cmTC_31faf
gmake[1]: Leaving directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-opyhog'
Run Build Command(s): /usr/bin/cmake -E env VERBOSE=1 /usr/bin/gmake -f Makefile cmTC_c616a/fast
/usr/bin/gmake -f CMakeFiles/cmTC_c616a.dir/build.make CMakeFiles/cmTC_c616a.dir/build
gmake[1]: Entering directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-Rs8MfE'
Building CXX object CMakeFiles/cmTC_c616a.dir/OpenMPCheckVersion.cpp.o
/usr/bin/c++ -fopenmp -std=gnu++14 -o CMakeFiles/cmTC_c616a.dir/OpenMPCheckVersion.cpp.o -c /home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-Rs8MfE/OpenMPCheckVersion.cpp
Linking CXX executable cmTC_c616a
/usr/bin/cmake -E cmake_link_script CMakeFiles/cmTC_c616a.dir/link.txt --verbose=1
/usr/bin/c++ -fopenmp CMakeFiles/cmTC_c616a.dir/OpenMPCheckVersion.cpp.o -o cmTC_c616a
gmake[1]: Leaving directory '/home/atlas/Documents/Git/Flux/build/CMakeFiles/CMakeScratch/TryCompile-Rs8MfE'
exitCode: 0
...
build/bin/dense-neural-network
BIN
View File
Binary file not shown.
build/examples/dense-neural-network/CMakeFiles/dense-neural-network.dir/main.cpp.o
BIN
View File
Binary file not shown.
examples/dense-neural-network/main.cpp
+41 -7
View File
@@ -28,6 +28,8 @@ int main(int argc, char const *argv[])
utils::Mf X_test;
utils::Matrix<int64_t> y;
utils::Matrix<int64_t> y_test;
float data_loss;
float regularization_loss;
float loss;
float accuracy;
@@ -40,7 +42,13 @@ int main(int argc, char const *argv[])
//neural_networks::create_vertical_data<float, int64_t>(number_of_samples, number_of_classes, X, y);
// Create Dense layer with 2 input featues and 3 output values
neural_networks::Dense_Layer<float> dense1(2, 16);
neural_networks::Dense_Layer<float> dense1(
2, 8, // input/output
1e-4f, // weight L1
1e-4f, // weight L2
0.0f, // bias L1
0.0f // bias L2
);
// Create ReLU activation (to be used with Dense layer)
neural_networks::Activation_ReLU<float> activation1;
@@ -49,14 +57,26 @@ int main(int argc, char const *argv[])
// Create a second Dense layer with 16 inputs (as we take the vlaues from the last layer)
// and 16 output values
neural_networks::Dense_Layer<float> dense2(16, 16);
neural_networks::Dense_Layer<float> dense2(
8, 8, // input/output
1e-4f, // weight L1
1e-4f, // weight L2
0.0f, // bias L1
0.0f // bias L2
);
// Create Softmax activation (to be used with Dense layer)
neural_networks::Activation_Softmax<float> activation2;
// Create a second Dense layer with 3 inputs (as we take the vlaues from the last layer)
// and 3 output values
neural_networks::Dense_Layer<float> dense3(16, number_of_classes);
neural_networks::Dense_Layer<float> dense3(
8, number_of_classes, // input/output
1e-4f, // weight L1
1e-4f, // weight L2
0.0f, // bias L1
0.0f // bias L2
);
// Create a Sfotmax classifier's combined loss and activation
neural_networks::Activation_Softmax_Loss_CategoricalCrossentropy<float, int64_t> loss_activation;
@@ -95,8 +115,12 @@ int main(int argc, char const *argv[])
// Perform a foard pass through the activation/loss function
// takes the output of the second dense layer here and returns loss
loss = loss_activation.forward(dense2.outputs, y);
loss_activation.loss.regularization_loss(dense1);
data_loss = loss_activation.forward(dense3.outputs, y);
// Calculate regularization penalty
regularization_loss = loss_activation.loss.regularization_loss(dense1) + loss_activation.loss.regularization_loss(dense2) + loss_activation.loss.regularization_loss(dense3);
loss = data_loss + regularization_loss;
// Calculate accuracy from output of activation2 and targets
//predections = numerics::matargmax_row <int64_t, float>(loss_activation.outputs);
@@ -116,13 +140,17 @@ int main(int argc, char const *argv[])
std::cout << "epoch: " << epoch;
std::cout << ", acc: " << accuracy;
std::cout << ", loss: " << loss;
std::cout << ", data_loss: " << data_loss;
std::cout << ", regularization_loss: " << regularization_loss;
std::cout << ", lr: " << optimizer.current_learning_rate;
std::cout << std::endl;
}
// Backward pass
loss_activation.backward(loss_activation.outputs, y);
dense2.backward(loss_activation.dinputs);
dense3.backward(loss_activation.dinputs);
activation2.backward(dense3.dinputs);
dense2.backward(activation2.dinputs);
activation1.backward(dense2.dinputs);
dense1.backward(activation1.dinputs);
@@ -131,6 +159,7 @@ int main(int argc, char const *argv[])
optimizer.pre_update_params();
optimizer.update_params(dense1);
optimizer.update_params(dense2);
optimizer.update_params(dense3);
optimizer.post_update_params();
}
@@ -163,7 +192,12 @@ int main(int argc, char const *argv[])
// Perform a foard pass through the activation/loss function
// takes the output of the second dense layer here and returns loss
loss = loss_activation.forward(dense3.outputs, y_test);
data_loss = loss_activation.forward(dense3.outputs, y);
// Calculate regularization penalty
regularization_loss = loss_activation.loss.regularization_loss(dense1) + loss_activation.loss.regularization_loss(dense2) + loss_activation.loss.regularization_loss(dense3);
loss = data_loss + regularization_loss;
// Calculate accuracy from output of activation2 and targets
predections = numerics::argmax_rowwise(loss_activation.outputs);
include/modules/neural_networks/layers/Dense_Layer.h
+49 -7
View File
@@ -12,11 +12,11 @@ namespace neural_networks{
template <typename T>
struct Dense_Layer{
T weight_regularizer_l1 = {1e-4};
T weight_regularizer_l2 = {1e-4};
T weight_regularizer_l1 = {0};
T weight_regularizer_l2 = {0};
T bias_regularizer_l1 = {1e-4};
T bias_regularizer_l2 = {1e-4};
T bias_regularizer_l1 = {0};
T bias_regularizer_l2 = {0};
utils::Matrix<T> _inputs;
utils::Matrix<T> weights;
@@ -37,8 +37,17 @@ namespace neural_networks{
Dense_Layer() = default;
// Constructor
Dense_Layer(const uint64_t n_inputs, const uint64_t n_neurons){
Dense_Layer(const uint64_t n_inputs, const uint64_t n_neurons,
const T weight_regularizer_l1=T{0},
const T weight_regularizer_l2=T{0},
const T bias_regularizer_l1=T{0},
const T bias_regularizer_l2=T{0}){
this->weight_regularizer_l1 = weight_regularizer_l1;
this->weight_regularizer_l2 = weight_regularizer_l2;
this->bias_regularizer_l1 = bias_regularizer_l1;
this->bias_regularizer_l2 = bias_regularizer_l2;
weights.random(n_inputs, n_neurons, -1, 1);
//weights = numerics::random_matrix(n_inputs, n_neurons, -1, 1);
biases.resize(n_neurons, T{0});
@@ -55,8 +64,41 @@ namespace neural_networks{
// Gradients on parameters
dweights = numerics::matmul(numerics::transpose(_inputs), dvalues);
dbiases = numerics::sum_rowwise(dvalues);
// Gradients on regularization
// L1 on weights
if(weight_regularizer_l1){
utils::Matrix<T> dL1(weights.rows(), weights.cols(), T{1});
for (uint64_t i = 0; i < weights.rows(); ++i){
for (uint64_t j = 0; j < weights.cols(); ++j){
if (weights(i,j) < 0){
dL1(i,j) = -1;
}
}
}
dweights = numerics::add(dweights, numerics::mul(dL1, weight_regularizer_l1));
}
// L2 on weights
if(weight_regularizer_l2){
dweights = numerics::add(dweights, numerics::mul(numerics::mul(weights, weight_regularizer_l2),T{2}));
}
// L1 on biases
if(bias_regularizer_l1){
utils::Vector<T> dL1(biases.size(), T{1});
for (uint64_t i = 0; i < dL1.size(); ++i){
if (biases[i] < 0){
dL1[i] = -1;
}
}
dbiases = numerics::add(dbiases, numerics::mul(dL1, bias_regularizer_l1));
}
// L2 on biases
if (bias_regularizer_l2){
dbiases = numerics::add(dbiases, numerics::mul(numerics::mul(biases, bias_regularizer_l2),T{2}));
}
//Gradient on values
dinputs = numerics::matmul(dvalues, numerics::transpose(weights));
}