[tmva][sofie] New Keras Parser from SOFIE #20871
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lmoneta
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bellenot,
couet,
guitargeek and
vepadulano
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Thanks for the PR! One two things to do before a more detailed review is to merge #15790 and fix the test failures in this PR. But I also have a general question, the same as in #19692 (comment): why not remove the old C++ parser at the same time, so we don't risk code duplication and user confusion? |
Test Results 22 files 22 suites 3d 22h 0m 51s ⏱️ For more details on these failures, see this check. Results for commit d592d31. ♻️ This comment has been updated with latest results. |
…ers and added tests for them. Imported Keras within the required functions. Created new CMakeLists.txt file for the keras parser. Made changes in the pythonization CMake file to build the keras parser files
…aced import keras_version with get_keras_version and called it in necessary files
… directory. Used import numpy statements within the parser functions to avoid slowing down the import of ROOT.
… Keras3 Sequential In Keras3 Sequential output of a layer can have a different name than input of the next layer. Since in sequnrial model each layer has a single input/output use as output names the layer name (which is unique) and set as input name for the next layer
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…d C++ parser - use new python keras parser for parsing a model into SOFIE. Since new parser is only Python base, move some tutorials from C++ to Python Remove also tutorial dependency on TMVA_Higgs_Classification by creating and training a model in tutorial TMVA_SOFIE_Keras_HiggsModel.py Adapt also RSofieReader for using new Python Keras parser
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…ndency to test Fix also an issue in a SOFIE tutorial
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This PR superseeds #19692 fixing the conflicts and add some bug fixes