BR-sy

.circleci/config.yml

+# (c) https://github.com/MontiCore/monticore  
 
 # Java Maven CircleCI 2.0 configuration file
 #

.gitlab-ci.yml

+# (c) https://github.com/MontiCore/monticore  
 
 stages:
 - windows

.idea/vcs.xml

 <?xml version="1.0" encoding="UTF-8"?>
+<!-- (c) https://github.com/MontiCore/monticore -->
 <project version="4">
   <component name="VcsDirectoryMappings">
     <mapping directory="" vcs="Git" />
   </component>
-</project>
\ No newline at end of file
+</project>

.travis.yml

+# (c) https://github.com/MontiCore/monticore  
 script:
 - git checkout ${TRAVIS_BRANCH}
 - mvn clean install cobertura:cobertura org.eluder.coveralls:coveralls-maven-plugin:report --settings "settings.xml"

README.md

+<!-- (c) https://github.com/MontiCore/monticore -->
 ![pipeline](https://git.rwth-aachen.de/monticore/EmbeddedMontiArc/generators/CNNArch2MXNet/badges/master/build.svg)
-![coverage](https://git.rwth-aachen.de/monticore/EmbeddedMontiArc/generators/CNNArch2MXNet/badges/master/coverage.svg)
\ No newline at end of file
+![coverage](https://git.rwth-aachen.de/monticore/EmbeddedMontiArc/generators/CNNArch2MXNet/badges/master/coverage.svg)

pom.xml

+<!-- (c) https://github.com/MontiCore/monticore -->
 <project xmlns="http://maven.apache.org/POM/4.0.0"
          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
          xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">

settings.xml

 <?xml version="1.0" encoding="UTF-8"?>
+<!-- (c) https://github.com/MontiCore/monticore -->
 
 
 <settings xmlns="http://maven.apache.org/SETTINGS/1.0.0"

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/CNNArch2Gluon.java

-/**
- *
- *  ******************************************************************************
- *  MontiCAR Modeling Family, www.se-rwth.de
- *  Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
- *  All rights reserved.
- *
- *  This project is free software; you can redistribute it and/or
- *  modify it under the terms of the GNU Lesser General Public
- *  License as published by the Free Software Foundation; either
- *  version 3.0 of the License, or (at your option) any later version.
- *  This library is distributed in the hope that it will be useful,
- *  but WITHOUT ANY WARRANTY; without even the implied warranty of
- *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
- *  Lesser General Public License for more details.
- *
- *  You should have received a copy of the GNU Lesser General Public
- *  License along with this project. If not, see <http://www.gnu.org/licenses/>.
- * *******************************************************************************
- */
+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 import de.monticore.lang.monticar.cnnarch.generator.CNNArchGenerator;
@@ -127,4 +108,4 @@ public class CNNArch2Gluon extends CNNArchGenerator {
         }
         return fileContentMap;
     }
-}
\ No newline at end of file
+}

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/CNNArch2GluonArchitectureSupportChecker.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 import de.monticore.lang.monticar.cnnarch._symboltable.ArchitectureSymbol;

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/CNNArch2GluonCli.java

-/**
- *
- *  ******************************************************************************
- *  MontiCAR Modeling Family, www.se-rwth.de
- *  Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
- *  All rights reserved.
- *
- *  This project is free software; you can redistribute it and/or
- *  modify it under the terms of the GNU Lesser General Public
- *  License as published by the Free Software Foundation; either
- *  version 3.0 of the License, or (at your option) any later version.
- *  This library is distributed in the hope that it will be useful,
- *  but WITHOUT ANY WARRANTY; without even the implied warranty of
- *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
- *  Lesser General Public License for more details.
- *
- *  You should have received a copy of the GNU Lesser General Public
- *  License along with this project. If not, see <http://www.gnu.org/licenses/>.
- * *******************************************************************************
- */
+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 import de.monticore.lang.monticar.cnnarch.generator.CNNArchGenerator;
@@ -29,4 +10,4 @@ public class CNNArch2GluonCli {
         GenericCNNArchCli cli = new GenericCNNArchCli(generator);
         cli.run(args);
     }
-}
\ No newline at end of file
+}

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/CNNArch2GluonLayerSupportChecker.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 import de.monticore.lang.monticar.cnnarch.predefined.AllPredefinedLayers;

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/CNNArch2GluonTemplateController.java

-/**
- *
- *  ******************************************************************************
- *  MontiCAR Modeling Family, www.se-rwth.de
- *  Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
- *  All rights reserved.
- *
- *  This project is free software; you can redistribute it and/or
- *  modify it under the terms of the GNU Lesser General Public
- *  License as published by the Free Software Foundation; either
- *  version 3.0 of the License, or (at your option) any later version.
- *  This library is distributed in the hope that it will be useful,
- *  but WITHOUT ANY WARRANTY; without even the implied warranty of
- *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
- *  Lesser General Public License for more details.
- *
- *  You should have received a copy of the GNU Lesser General Public
- *  License along with this project. If not, see <http://www.gnu.org/licenses/>.
- * *******************************************************************************
- */
+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 import de.monticore.lang.monticar.cnnarch.generator.ArchitectureElementData;

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/CNNArch2GluonTrainParamSupportChecker.java

-/**
- *
- *  ******************************************************************************
- *  MontiCAR Modeling Family, www.se-rwth.de
- *  Copyright (c) 2017, Software Engineering Group at RWTH Aachen,
- *  All rights reserved.
- *
- *  This project is free software; you can redistribute it and/or
- *  modify it under the terms of the GNU Lesser General Public
- *  License as published by the Free Software Foundation; either
- *  version 3.0 of the License, or (at your option) any later version.
- *  This library is distributed in the hope that it will be useful,
- *  but WITHOUT ANY WARRANTY; without even the implied warranty of
- *  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
- *  Lesser General Public License for more details.
- *
- *  You should have received a copy of the GNU Lesser General Public
- *  License along with this project. If not, see <http://www.gnu.org/licenses/>.
- * *******************************************************************************
- */
+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 import de.monticore.lang.monticar.cnnarch.generator.TrainParamSupportChecker;
 
 public class CNNArch2GluonTrainParamSupportChecker extends TrainParamSupportChecker {
 
-}
\ No newline at end of file
+}

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/CNNTrain2Gluon.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 import com.google.common.collect.Maps;
@@ -253,4 +254,4 @@ public class CNNTrain2Gluon extends CNNTrainGenerator {
 
         return fileContentMap;
     }
-}
\ No newline at end of file
+}

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/GluonConfigurationData.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 import de.monticore.lang.monticar.cnnarch.gluongenerator.reinforcement.RewardFunctionParameterAdapter;

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/GluonTemplateConfiguration.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 import de.monticore.lang.monticar.cnnarch.generator.TemplateConfiguration;

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/NetDefinitionMode.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator;
 
 /**

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/annotations/ArchitectureAdapter.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator.annotations;
 
 import de.monticore.lang.monticar.cnnarch._symboltable.ArchitectureSymbol;
@@ -92,4 +93,4 @@ public class ArchitectureAdapter extends NNArchitectureSymbol {
         ioSymbols.addAll(getIOInputSymbols());
         return ioSymbols;
     }
-}
\ No newline at end of file
+}

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/reinforcement/FunctionParameterChecker.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator.reinforcement;
 
 import de.se_rwth.commons.logging.Log;
@@ -106,4 +107,4 @@ public class FunctionParameterChecker {
         Log.error(message);
         //System.exit(-1);
     }
-}
\ No newline at end of file
+}

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/reinforcement/RewardFunctionParameterAdapter.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator.reinforcement;
 
 import de.monticore.lang.monticar.cnntrain.annotations.RewardFunctionParameter;
@@ -133,4 +134,4 @@ public class RewardFunctionParameterAdapter implements RewardFunctionParameter {
 
         return Optional.ofNullable(this.inputTerminalParameterName);
     }
-}
\ No newline at end of file
+}

src/main/java/de/monticore/lang/monticar/cnnarch/gluongenerator/reinforcement/RewardFunctionSourceGenerator.java

+/* (c) https://github.com/MontiCore/monticore */
 package de.monticore.lang.monticar.cnnarch.gluongenerator.reinforcement;
 
 import de.monticore.lang.embeddedmontiarc.embeddedmontiarc._symboltable.instanceStructure.EMAComponentInstanceSymbol;
@@ -11,4 +12,4 @@ public interface RewardFunctionSourceGenerator {
     EMAComponentInstanceSymbol resolveSymbol(TaggingResolver taggingResolver, String rootModel);
     void generate(String modelPath, String rootModel, String targetPath);
     void generate(EMAComponentInstanceSymbol componentInstanceSymbol, TaggingResolver taggingResolver, String targetPath);
-}
\ No newline at end of file
+}

src/main/resources/templates/gluon/CNNBufferFile.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 #ifndef CNNBUFFERFILE_H
 #define CNNBUFFERFILE_H
 

src/main/resources/templates/gluon/CNNCreator.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 import mxnet as mx
 import logging
 import os

src/main/resources/templates/gluon/CNNDataLoader.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 import os
 import h5py
 import mxnet as mx
@@ -90,4 +91,4 @@ class ${tc.fileNameWithoutEnding}:
             return train_h5, test_h5
         else:
             logging.error("Data loading failure. File '" + os.path.abspath(train_path) + "' does not exist.")
-            sys.exit(1)
\ No newline at end of file
+            sys.exit(1)

src/main/resources/templates/gluon/CNNNet.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 import mxnet as mx
 import numpy as np
 from mxnet import gluon
@@ -92,4 +93,4 @@ ${tc.include(stream, "FORWARD_FUNCTION")}
         return ${tc.join(tc.getStreamOutputNames(stream), ", ")}
 
 </#if>
-</#list>
\ No newline at end of file
+</#list>

src/main/resources/templates/gluon/CNNPredictor.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 #ifndef ${tc.fileNameWithoutEnding?upper_case}
 #define ${tc.fileNameWithoutEnding?upper_case}
 

src/main/resources/templates/gluon/CNNSupervisedTrainer.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 import mxnet as mx
 import logging
 import numpy as np
@@ -233,4 +234,4 @@ class ${tc.fileNameWithoutEnding}:
             network.export(self.parameter_path(i) + '_newest', epoch=0)
 
     def parameter_path(self, index):
-        return self._net_creator._model_dir_ + self._net_creator._model_prefix_ + '_' + str(index)
\ No newline at end of file
+        return self._net_creator._model_dir_ + self._net_creator._model_prefix_ + '_' + str(index)

src/main/resources/templates/gluon/CNNTrainer.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 import logging
 import mxnet as mx
 <#list configurations as config>
@@ -58,4 +59,4 @@ if __name__ == "__main__":
 }
 </#if>
     )
-</#list>
\ No newline at end of file
+</#list>

src/main/resources/templates/gluon/elements/Add.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#if mode == "FORWARD_FUNCTION">
         ${element.name} = ${tc.join(element.inputs, " + ")}
 <#elseif mode == "PYTHON_INLINE">
@@ -7,4 +8,4 @@
     for (size_t i = 0; i != ${element.name}.size(); ++i) {
         ${element.name}[i] = ${tc.join(element.inputs, " + ", "", "[i]")};
     }
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/BatchNorm.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign input = element.inputs[0]>
 <#-- TODO: Find solution for the CNNArch fix_gamma parameter of BatchNorm. Gluon does not provide this parameter-->
 <#if mode == "ARCHITECTURE_DEFINITION">
@@ -5,4 +6,4 @@
             <#include "OutputShape.ftl">
 <#elseif mode == "FORWARD_FUNCTION">
         ${element.name} = self.${element.name}(${input})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Concatenate.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#if mode == "ARCHITECTURE_DEFINITION">
             self.${element.name} = Concatenate(dim=1)
             <#include "OutputShape.ftl">
 <#elseif mode == "FORWARD_FUNCTION">
         ${element.name} = self.${element.name}(${tc.join(element.inputs, ", ")})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Const.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#if mode == "FORWARD_FUNCTION">
         ${element.name} = gluon.Const('${element.name}', ${element.constValue})
 <#elseif mode == "PYTHON_INLINE">
                     ${element.name} = nd.array(${element.constValue})
 <#elseif mode == "CPP_INLINE">
     vector<float> ${element.name}{${element.constValue}};
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Convolution.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign input = element.inputs[0]>
 <#if mode == "ARCHITECTURE_DEFINITION">
 <#if element.padding??>
@@ -14,4 +15,4 @@
 <#assign input = element.name + "padding">
 </#if>
         ${element.name} = self.${element.name}(${input})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Dropout.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign rate = element.p?c>
 <#assign input = element.inputs[0]>
 <#if mode == "ARCHITECTURE_DEFINITION">
             self.${element.name} = gluon.nn.Dropout(rate=${rate})
 <#elseif mode == "FORWARD_FUNCTION">
         ${element.name} = self.${element.name}(${input})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Embedding.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign input = element.inputs[0]>
 <#if mode == "ARCHITECTURE_DEFINITION">
             self.${element.name} = gluon.nn.Embedding(input_dim=${element.inputDim?c}, output_dim=${element.outputDim?c})
             <#include "OutputShape.ftl">
 <#elseif mode == "FORWARD_FUNCTION">
         ${element.name} = self.${element.name}(${input})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Flatten.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign input = element.inputs[0]>
 <#if mode == "ARCHITECTURE_DEFINITION">
             self.${element.name} = gluon.nn.Flatten()
             <#include "OutputShape.ftl">
 <#elseif mode == "FORWARD_FUNCTION">
         ${element.name} = self.${element.name}(${input})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/FullyConnected.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign input = element.inputs[0]>
 <#assign units = element.units?c>
 <#assign use_bias = element.noBias?string("False","True")>
@@ -7,4 +8,4 @@
             <#include "OutputShape.ftl">
 <#elseif mode == "FORWARD_FUNCTION">
         ${element.name} = self.${element.name}(${input})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/GRU.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#if element.member == "NONE">
 <#assign input = element.inputs[0]>
 <#if mode == "ARCHITECTURE_DEFINITION">
@@ -24,4 +25,4 @@
     ${element.name} = ${input}
 </#if>
 </#if>
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Get.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#if mode == "FORWARD_FUNCTION">
         ${element.name} = ${element.inputs[element.index]}
 <#elseif mode == "PYTHON_INLINE">
                     ${element.name} = ${element.inputs[element.index]}
 <#elseif mode == "CPP_INLINE">
     vector<float> ${element.name} = ${element.inputs[element.index]};
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/GlobalPooling.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign input = element.inputs[0]>
 <#assign poolType = element.poolType>
 <#if poolType == "avg">
@@ -10,4 +11,4 @@
             <#include "OutputShape.ftl">
 <#elseif mode == "FORWARD_FUNCTION">
         ${element.name} = self.${element.name}(${input})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Input.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#if mode == "ARCHITECTURE_DEFINITION">
             if data_mean:
                 assert(data_std)
@@ -8,4 +9,4 @@
 
 <#elseif mode == "FORWARD_FUNCTION">
         ${element.name} = self.input_normalization_${element.name}(${element.name})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/LSTM.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#if element.member == "NONE">
 <#assign input = element.inputs[0]>
 <#if mode == "ARCHITECTURE_DEFINITION">
@@ -24,4 +25,4 @@
     ${element.name} = ${input}
 </#if>
 </#if>
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Lrn.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign input = element.inputs[0]>
 <#if mode == "FORWARD_FUNCTION">
         ${element.name} = F.LRN(data=${input},
@@ -5,4 +6,4 @@
             beta=${element.beta?c},
             knorm=${element.knorm?c},
             nsize=${element.nsize?c})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/OneHot.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign input = element.inputs[0]>
 <#assign size = element.size?c>
 <#if mode == "ARCHITECTURE_DEFINITION">
@@ -10,4 +11,4 @@
 <#elseif mode == "CPP_INLINE">
     vector<float> ${element.name}(${size}, 0);
     ${element.name}[${input}[0]] = 1;
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/Output.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#if element.inputs?size gte 1>
 <#assign input = element.inputs[0]>
 <#if mode == "FORWARD_FUNCTION">
@@ -7,4 +8,4 @@
 <#elseif mode == "CPP_INLINE">
     ${element.name} = ${input};
 </#if>
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/OutputShape.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
             # ${element.name}, output shape: {<#list element.element.outputTypes as type>[${tc.join(type.dimensions, ",")}]</#list>}
 

src/main/resources/templates/gluon/elements/Pooling.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#assign input = element.inputs[0]>
 <#assign poolType = element.poolType>
 <#assign poolSize = "(" + tc.join(element.kernel, ",") + ")">
@@ -21,4 +22,4 @@
         <#assign input = element.name + "padding">
 </#if>
         ${element.name} = self.${element.name}(${input})
-</#if>
\ No newline at end of file
+</#if>

src/main/resources/templates/gluon/elements/RNN.ftl

+<#-- (c) https://github.com/MontiCore/monticore -->
 <#if element.member == "NONE">
 <#assign input = element.inputs[0]>
 <#if mode == "ARCHITECTURE_DEFINITION">
@@ -25,4 +26,4 @@
     ${element.name} = ${input}
 </#if>
 </#if>
-</#if>
\ No newline at end of file