From 62f73f0478808c7be88a2d1488101a7f24f10f7c Mon Sep 17 00:00:00 2001 From: Neeraj Krishna K P Date: Tue, 10 Mar 2026 07:20:55 +0000 Subject: [PATCH] tutorials/ml: fix TMVA_SOFIE_ONNX tensor name for current PyTorch The tutorial hardcoded tensor name '16weight' which was generated by an older PyTorch version. Current PyTorch Sequential modules produce tensors named '0weight', '2weight', '4weight' (dot stripped by SOFIE). Updated TMVA_SOFIE_ONNX.C to use '0weight' and regenerated Linear_16.onnx using current PyTorch to keep tutorial and test model in sync. Fixes: tutorial crash with runtime_error on GetTensorShape('16weight') --- tmva/sofie/test/input_models/Linear_16.onnx | Bin 105481 -> 10169 bytes tutorials/machine_learning/TMVA_SOFIE_ONNX.C | 33 +++++++++---------- 2 files changed, 15 insertions(+), 18 deletions(-) diff --git a/tmva/sofie/test/input_models/Linear_16.onnx b/tmva/sofie/test/input_models/Linear_16.onnx index 8e65190bba494c426c103f53870e21e0e6df335f..22f9cb95bfb70f877c0bb54dd5d970069402ef89 100644 GIT binary patch literal 10169 zcmeHN30PCtwk8-L9vm2?wmGpyI5k zpk7h2R4EP>vUjUjtcr?SY#p9+>ri?fs&yXj$pA#fKCiv+wfFV$edIg)J8SQ~)?Vx1 z|2}JN4#l-or|VRj*aYV$5~0{n=;s@oDwcE)ToFz!w4-bkN_DD^;`j+C$`$bmI?C2h z7^9GBxwc6PrCg?QwpXg+`O(SQDl+zn(j7yUmR+u}B zHYdY+$ZvZ$?PV zboKT$I#|H-R7?G&CLfy{1~>Z%c;hFUMJG@72^CY$Z|G-ml~fz6Qp>g6mZQB4w)q); zOv*Ag9kG6^k5(s(9WP~Kf^qOR>kvhfoaZ4*P$kPnLn39$M47U)xSL3rq+;x1ycQ#3 z0yIIT^cRXHBCSFv@61HTcv-w$D>B+BQYuB}&=A#!hC1Ctz%wYplXUSH@DxhkIF*Jm 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b/tutorials/machine_learning/TMVA_SOFIE_ONNX.C index 8c192789e1210..34def293e8834 100644 --- a/tutorials/machine_learning/TMVA_SOFIE_ONNX.C +++ b/tutorials/machine_learning/TMVA_SOFIE_ONNX.C @@ -7,44 +7,41 @@ /// \macro_code /// \macro_output /// \author Sanjiban Sengupta - using namespace TMVA::Experimental; - void TMVA_SOFIE_ONNX(std::string inputFile = ""){ if (inputFile.empty() ) inputFile = std::string(gROOT->GetTutorialsDir()) + "/machine_learning/Linear_16.onnx"; - //Creating parser object to parse ONNX files SOFIE::RModelParser_ONNX parser; SOFIE::RModel model = parser.Parse(inputFile, true); - //Generating inference code model.Generate(); - // write the code in a file (by default Linear_16.hxx and Linear_16.dat + // write the code in a file (by default Linear_16.hxx and Linear_16.dat) model.OutputGenerated(); - //Printing required input tensors model.PrintRequiredInputTensors(); - //Printing initialized tensors (weights) std::cout<<"\n\n"; model.PrintInitializedTensors(); - //Printing intermediate tensors std::cout<<"\n\n"; model.PrintIntermediateTensors(); - //Checking if tensor already exist in model - std::cout<<"\n\nTensor \"16weight\" already exist: "< tensorShape = model.GetTensorShape("16weight"); - std::cout<<"Shape of tensor \"16weight\": "; - for(auto& it:tensorShape){ - std::cout< tensorShape = model.GetTensorShape(tensorName); + std::cout<<"Shape of tensor \""<