diff --git a/tutorials/CMakeLists.txt b/tutorials/CMakeLists.txt
index bdda28f179ec9a64375297fe1ec0939e548fd4f7..07f53f2e356bd96dc7bc7591a3ac910677693f9c 100644
--- a/tutorials/CMakeLists.txt
+++ b/tutorials/CMakeLists.txt
@@ -569,7 +569,7 @@ file(GLOB long_running RELATIVE ${CMAKE_CURRENT_SOURCE_DIR} ${long_running})
 set (multithreaded
      dataframe/df10[2-7]*
      multicore/mp103*
-     tmva/TMVAMultiClass.C
+     tmva/TMVAMulticlass.C
      tmva/TMVA_CNN_Classification.C
      tmva/TMVA_Higgs_Classification.C
      tmva/TMVA_RNN_Classification.C
diff --git a/tutorials/tmva/TMVAMulticlass.C b/tutorials/tmva/TMVAMulticlass.C
index 09c70ac2be606729bd526b78a40ff7a0a2c522df..7194af54e357e42605167e85c75e2a5788865472 100644
--- a/tutorials/tmva/TMVAMulticlass.C
+++ b/tutorials/tmva/TMVAMulticlass.C
@@ -137,7 +137,7 @@ void TMVAMulticlass( TString myMethodList = "" )
    if (Use["DL_CPU"]) {
       TString layoutString("Layout=TANH|100,TANH|50,TANH|10,LINEAR");
       TString trainingStrategyString("TrainingStrategy=Optimizer=ADAM,LearningRate=1e-3,"
-                                     "TestRepetitions=1,ConvergenceSteps=10,BatchSize=100");
+                                     "TestRepetitions=1,ConvergenceSteps=10,BatchSize=100,MaxEpochs=20");
       TString nnOptions("!H:V:ErrorStrategy=CROSSENTROPY:VarTransform=N:"
                         "WeightInitialization=XAVIERUNIFORM:Architecture=GPU");
       nnOptions.Append(":");
@@ -149,7 +149,7 @@ void TMVAMulticlass( TString myMethodList = "" )
    if (Use["DL_GPU"]) {
       TString layoutString("Layout=TANH|100,TANH|50,TANH|10,LINEAR");
       TString trainingStrategyString("TrainingStrategy=Optimizer=ADAM,LearningRate=1e-3,"
-                                     "TestRepetitions=1,ConvergenceSteps=10,BatchSize=100");
+                                     "TestRepetitions=1,ConvergenceSteps=10,BatchSize=100,MaxEpochs=20");
       TString nnOptions("!H:V:ErrorStrategy=CROSSENTROPY:VarTransform=N:"
                         "WeightInitialization=XAVIERUNIFORM:Architecture=GPU");
       nnOptions.Append(":");