Python Tutorial and PyTorch model added to train TMVA_RNN_Classification.C #17
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
…ion.C We didn't had a PyTorch model to Train the RNN in TMVA similar to CNN, so here is the PyTorch Model with the Python tutorial for TMVA_RNN_Classification.C
Author
|
Kindly review this PR then we can move it to Root repository if its fine. |
2 tasks
lmoneta
reviewed
May 6, 2022
| # CNN Model Definition | ||
| net = torch.nn.Sequential( | ||
| Reshape(), | ||
| nn.Conv2d(1, 10, kernel_size=3, padding=1), |
Owner
There was a problem hiding this comment.
It looks to me you are creating a CNN model instead of a RNN
| # CNN Model Definition | ||
| net = torch.nn.Sequential( | ||
| Reshape(), | ||
| nn.Conv2d(1, 10, kernel_size=3, padding=1), |
Owner
There was a problem hiding this comment.
It looks to me you are creating a CNN model instead of a RNN
| @@ -0,0 +1,308 @@ | |||
| import ROOT | |||
Owner
There was a problem hiding this comment.
The code should be integrated in the tutorial we are adding in the root-project#10442
| @@ -0,0 +1,308 @@ | |||
| import ROOT | |||
Owner
There was a problem hiding this comment.
The code should be integrated in the tutorial we are adding in the root-project#10442
lmoneta
pushed a commit
that referenced
this pull request
Feb 18, 2025
526/1416 Test root-project#63: pyunittests-bindings-pyroot-pythonizations-pyroot-pyz-tf-pycallables ..........................***Failed 75.51 sec test_callable (tf_pycallables.TF1.test_callable) Test function provided as callable ... /usr/include/c++/15/bits/stl_bvector.h:1134: std::vector<bool, _Alloc>::reference std::vector<bool, _Alloc>::operator[](size_type) [with _Alloc = std::allocator<bool>; reference = std::vector<bool>::reference; size_type = long unsigned int]: Assertion '__n < this->size()' failed. *** Break *** abort =========================================================== The lines below might hint at the cause of the crash. If you see question marks as part of the stack trace, try to recompile with debugging information enabled and export CLING_DEBUG=1 environment variable before running. You may get help by asking at the ROOT forum https://root.cern/forum preferably using the command (.forum bug) in the ROOT prompt. Only if you are really convinced it is a bug in ROOT then please submit a report at https://root.cern/bugs or (preferably) using the command (.gh bug) in the ROOT prompt. Please post the ENTIRE stack trace from above as an attachment in addition to anything else that might help us fixing this issue. =========================================================== #10 0x00007f6bcac7fea4 in __pthread_kill_implementation () from /lib64/libc.so.6 #11 0x00007f6bcac264de in raise () from /lib64/libc.so.6 #12 0x00007f6bcac0e350 in abort () from /lib64/libc.so.6 #13 0x00007f6bc9a0be02 in std::__glibcxx_assert_fail(char const*, int, char const*, char const*) () from /lib64/libstdc++.so.6 #14 0x00007f6bb9b15257 in std::vector<bool, std::allocator<bool> >::operator[](unsigned long) [clone .part.0] [clone .lto_priv.0] (__n=<optimized out>, this=<optimized out>) at /usr/include/c++/15/bits/stl_bvector.h:1134 #15 0x00007f6bb9bab976 in std::vector<bool, std::allocator<bool> >::operator[] (this=<synthetic pointer>, __n=0) at /usr/include/c++/15/bits/stl_bvector.h:201 #16 CPyCppyy::Utility::ConstructCallbackPreamble (retType="Double_t", argtypes=..., code=Python Exception <class 'IndexError'>: list index out of range #17 0x00007f6bb9b389e0 in PyFunction_AsCPointer (pyobject=<optimized out>, pyobject entry=0x7f6bb8f838c0, rettype="Double_t", signature="(Double_t*,Double_t*)") at /builddir/build/BUILD/root-6.34.02-build/root-6.34.02/bindings/pyroot/cppyy/CPyCppyy/src/Converters.cxx:2713 #18 0x00007f6bb9b39851 in CPyCppyy::(anonymous namespace)::FunctionPointerConverter::SetArg (this=0x55eb25d61d40, pyobject=0x7f6bb8f838c0, para=..., ctxt=0x7ffc484855c0) at /builddir/build/BUILD/root-6.34.02-build/root-6.34.02/bindings/pyroot/cppyy/CPyCppyy/src/Converters.cxx:2768
lmoneta
pushed a commit
that referenced
this pull request
Apr 3, 2025
This fixes root-project#18236 As seen in cms-sw/cmssw#47763 (comment) there are cases where the ROOT global lock is taken too late: In the stack trace below the lock is requested on frame #7 where as it should really be (also) requested on frame #12 as soon as the transaction is being generated. ``` #6 0x00001501421f55ea in ROOT::TVirtualRWMutex::Lock() () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCore.so #7 0x0000150133a680ca in TCling::HandleNewTransaction(cling::Transaction const&) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCling.so #8 0x0000150133a85778 in TCling::UpdateListsOnCommitted(cling::Transaction const&) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCling.so #9 0x0000150133b60018 in cling::MultiplexInterpreterCallbacks::TransactionCommitted(cling::Transaction const&) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCling.so #10 0x0000150133bec069 in cling::IncrementalParser::commitTransaction(llvm::PointerIntPair<cling::Transaction*, 2u, cling::IncrementalParser::EParseResult, llvm::PointerLikeTypeTraits<cling::Transaction*>, llvm::PointerIntPairInfo<cling::Transaction*, 2u, llvm::PointerLikeTypeTraits<cling::Transaction*> > >&, bool) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCling.so #11 0x0000150133b5663a in cling::Interpreter::PushTransactionRAII::~PushTransactionRAII() () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCling.so #12 0x0000150133b6b883 in cling::LookupHelper::findType(llvm::StringRef, cling::LookupHelper::DiagSetting) const () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCling.so #13 0x00001501339b6b06 in ROOT::TMetaUtils::TClingLookupHelper::GetPartiallyDesugaredNameWithScopeHandling(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >&, bool) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCling.so #14 0x00001501422f1458 in ResolveTypedefProcessType(char const*, unsigned int, unsigned int, bool, unsigned int, unsigned int, unsigned int, bool&, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >&) [clone .constprop.0] () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCore.so #15 0x00001501422f1a0f in ResolveTypedefImpl(char const*, unsigned int, unsigned int&, bool&, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >&) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCore.so #16 0x00001501422f2ef3 in TClassEdit::ResolveTypedef[abi:cxx11](char const*, bool) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCore.so #17 0x00001501422f5c20 in TClassEdit::TSplitType::ShortType(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >&, int) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCore.so #18 0x00001501422f6888 in TClassEdit::GetNormalizedName(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >&, std::basic_string_view<char, std::char_traits<char> >) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCore.so #19 0x000015014232e795 in ROOT::Internal::GetDemangledTypeName[abi:cxx11](std::type_info const&) () from /cvmfs/cms-ib.cern.ch/sw/x86_64/nweek-02883/el8_amd64_gcc12/cms/cmssw-patch/CMSSW_15_1_RNTUPLE_X_2025-03-31-2300/external/el8_amd64_gcc12/lib/libCore.so ```
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
We didn't had a PyTorch model to Train the RNN in TMVA similar to CNN, so here is the improvement for the PyTorch Model with the Python tutorial for TMVA_RNN_Classification.C
This Pull request: Adds a PyTorch Model to Train the RNN in TMVA
Checklist: