diff --git a/build.sh b/build.sh
index cf78459333c4084d32605ca6f30adf5760fa44ac..493683988e69d7153f005082d8a1dc33394cece1 100755
--- a/build.sh
+++ b/build.sh
@@ -10,14 +10,14 @@
BUILD_TESTS=yes
BUILD_EXAMPLES=yes
BUILD_LIB=yes
-DEPENDENCIES_LINK_TYPE=shared # shared/static
+DEPENDENCIES_LINK_TYPE=static # shared/static
# Build type (Release/Debug)
BUILD_TYPE=Debug
# C++ compiler
-CXX_COMPILER=g++
-C_COMPILER=gcc
+CXX_COMPILER=g++ #/opt/intel/compilers_and_libraries/linux/bin/intel64/icpc
+C_COMPILER=gcc #/opt/intel/compilers_and_libraries/linux/bin/intel64/icc
if [ -z "$BUILD_TYPE" ] || [ -z "$CXX_COMPILER" ]; then
(>&2 echo "Set, please, both BUILD_TYPE and CXX_COMPILER variables in the 'build.sh' script.")
diff --git a/external_dependencies/boost b/external_dependencies/boost
index 507ad00a0ad1ce6e8833f2f529fa1e9150c446c0..b587bd3bbfb42520838ccd516dabc8684fbdd8a8 160000
--- a/external_dependencies/boost
+++ b/external_dependencies/boost
@@ -1 +1 @@
-Subproject commit 507ad00a0ad1ce6e8833f2f529fa1e9150c446c0
+Subproject commit b587bd3bbfb42520838ccd516dabc8684fbdd8a8
diff --git a/lib4neuro.cbp b/lib4neuro.cbp
deleted file mode 100644
index 3de6c4c0a1aa2dc93ec33ac6e43230a4202105f6..0000000000000000000000000000000000000000
--- a/lib4neuro.cbp
+++ /dev/null
@@ -1,1173 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<CodeBlocks_project_file>
- <FileVersion major="1" minor="6"/>
- <Project>
- <Option title="lib4neuro"/>
- <Option makefile_is_custom="1"/>
- <Option compiler="gcc"/>
- <Option virtualFolders="CMake Files\;CMake Files\src\;CMake Files\src\tests\;CMake Files\src\examples\;"/>
- <Build>
- <Target title="all">
- <Option working_dir="/home/fluffymoo/4NEURO_BIATCH/4Neuro"/>
- <Option type="4"/>
- <MakeCommands>
- <Build command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 all"/>
- <CompileFile command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 "$file""/>
- <Clean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 clean"/>
- <DistClean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 clean"/>
- </MakeCommands>
- </Target>
- <Target title="rebuild_cache">
- <Option working_dir="/home/fluffymoo/4NEURO_BIATCH/4Neuro"/>
- <Option type="4"/>
- <MakeCommands>
- <Build command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 rebuild_cache"/>
- <CompileFile command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 "$file""/>
- <Clean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 clean"/>
- <DistClean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 clean"/>
- </MakeCommands>
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- <Target title="edit_cache">
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- <Option type="4"/>
- <MakeCommands>
- <Build command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 edit_cache"/>
- <CompileFile command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 "$file""/>
- <Clean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 clean"/>
- <DistClean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/Makefile" VERBOSE=1 clean"/>
- </MakeCommands>
- </Target>
- <Target title="lib4neuro">
- <Option output="/home/fluffymoo/4NEURO_BIATCH/4Neuro/build/lib/liblib4neuro.so" prefix_auto="0" extension_auto="0"/>
- <Option working_dir="/home/fluffymoo/4NEURO_BIATCH/4Neuro/build"/>
- <Option object_output="./"/>
- <Option type="3"/>
- <Option compiler="gcc"/>
- <Compiler>
- <Add option="-DBOOST_TEST_DYN_LINK"/>
- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/external_dependencies/boost"/>
- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/external_dependencies/exprtk"/>
- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/include"/>
- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src"/>
- </Compiler>
- <MakeCommands>
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- <CompileFile command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/build/Makefile" VERBOSE=1 "$file""/>
- <Clean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/build/Makefile" VERBOSE=1 clean"/>
- <DistClean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/build/Makefile" VERBOSE=1 clean"/>
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- <Option working_dir="/home/fluffymoo/4NEURO_BIATCH/4Neuro/build"/>
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- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/include"/>
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- <MakeCommands>
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- </MakeCommands>
- </Target>
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- <Compiler>
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- <Add option="-DBOOST_TEST_DYN_LINK"/>
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- <Option type="1"/>
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- <Compiler>
- <Add option="-DBOOST_TEST_DYN_LINK"/>
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- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/external_dependencies/boost"/>
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- <Compiler>
- <Add option="-DBOOST_TEST_DYN_LINK"/>
- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/external_dependencies/boost"/>
- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/external_dependencies/exprtk"/>
- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/include"/>
- <Add directory="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src"/>
- </Compiler>
- <MakeCommands>
- <Build command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/build/examples/Makefile" VERBOSE=1 net_test_3/fast"/>
- <CompileFile command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/build/examples/Makefile" VERBOSE=1 "$file""/>
- <Clean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/build/examples/Makefile" VERBOSE=1 clean"/>
- <DistClean command="/usr/bin/make -f "/home/fluffymoo/4NEURO_BIATCH/4Neuro/build/examples/Makefile" VERBOSE=1 clean"/>
- </MakeCommands>
- </Target>
- </Build>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/DataSet/DataSet.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/DataSet/DataSet.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/ErrorFunction/ErrorFunctions.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/ErrorFunction/ErrorFunctions.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/General/ExprtkWrapper.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/General/ExprtkWrapper.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/LearningMethods/ILearningMethods.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/LearningMethods/ParticleSwarm.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/LearningMethods/ParticleSwarm.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/NetConnection/ConnectionFunctionGeneral.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/NetConnection/ConnectionFunctionGeneral.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/NetConnection/ConnectionFunctionIdentity.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/NetConnection/ConnectionFunctionIdentity.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Network/NeuralNetwork.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Network/NeuralNetwork.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Network/NeuralNetworkSum.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Network/NeuralNetworkSum.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/Neuron.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/Neuron.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/NeuronBinary.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/NeuronBinary.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/NeuronConstant.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/NeuronConstant.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/NeuronLinear.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/NeuronLinear.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/NeuronLogistic.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Neuron/NeuronLogistic.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Solvers/DESolver.cpp">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/Solvers/DESolver.h">
- <Option target="lib4neuro"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/boost_test_lib_dummy.cpp">
- <Option target="boost_unit_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/examples/main.cpp">
- <Option target="test_cases"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/examples/net_test_1.cpp">
- <Option target="net_test_1"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/examples/net_test_2.cpp">
- <Option target="net_test_2"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/examples/net_test_3.cpp">
- <Option target="net_test_3"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/examples/net_test_harmonic_oscilator.cpp">
- <Option target="test_harmonic_oscilator"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/examples/net_test_ode_1.cpp">
- <Option target="net_test_ode_1"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/examples/net_test_pde_1.cpp">
- <Option target="net_test_pde_1"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/examples/network_serialization.cpp">
- <Option target="network_serialization"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/exprtk.cpp">
- <Option target="exprtk"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/ConnectionFunctionGeneral_test.cpp">
- <Option target="connectionFunctionGeneral_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/ConnectionFunctionIdentity_test.cpp">
- <Option target="connection_Function_identity_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/DESolver_test.cpp">
- <Option target="DESolver_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/DataSet_test.cpp">
- <Option target="dataset_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/ErrorFunctions_test.cpp">
- <Option target="errorfunction_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/NeuralNetworkSum_test.cpp">
- <Option target="NeuralNetworkSum_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/NeuralNetwork_test.cpp">
- <Option target="neural_network_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/NeuronBinary_test.cpp">
- <Option target="binary_neuron_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/NeuronConstant_test.cpp">
- <Option target="constant_neuron_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/NeuronLinear_test.cpp">
- <Option target="linear_neuron_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/NeuronLogistic_test.cpp">
- <Option target="logistic_neuron_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/ParticleSwarm_test.cpp">
- <Option target="particle_swarm_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/Particle_test.cpp">
- <Option target="particle_test"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/CMakeLists.txt">
- <Option virtualFolder="CMake Files\"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/Findexprtk.cmake">
- <Option virtualFolder="CMake Files\"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/CMakeLists.txt">
- <Option virtualFolder="CMake Files\src\"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/tests/CMakeLists.txt">
- <Option virtualFolder="CMake Files\src\tests\"/>
- </Unit>
- <Unit filename="/home/fluffymoo/4NEURO_BIATCH/4Neuro/src/examples/CMakeLists.txt">
- <Option virtualFolder="CMake Files\src\examples\"/>
- </Unit>
- </Project>
-</CodeBlocks_project_file>
diff --git a/src/DataSet/DataSet.cpp b/src/DataSet/DataSet.cpp
index cd97b8c64ade103346b57c74adb91172a0c379e0..b3efddc20b886503fafcc859eee0bc984767c690 100644
--- a/src/DataSet/DataSet.cpp
+++ b/src/DataSet/DataSet.cpp
@@ -2,43 +2,8 @@
// Created by martin on 7/13/18.
//
-#include <boost/serialization/base_object.hpp>
-#include <boost/range/size_type.hpp>
-#include <boost/serialization/vector.hpp>
-#include <boost/serialization/utility.hpp>
-#include <boost/archive/text_oarchive.hpp>
-#include <boost/archive/text_iarchive.hpp>
-
-#include "DataSet.h"
-
-struct DataSet :: access {
- template <class Archive>
- static void serialize(Archive &ar, DataSet& ds, const unsigned int version) {
- ar & ds.n_elements;
- ar & ds.input_dim;
- ar & ds.output_dim;
- ar & ds.data;
- }
-};
-
-namespace boost {
- namespace serialization {
-
- /**
- * Serialization function
- * @tparam Archive Boost library template
- * @param ar Boost parameter - filled automatically during serialization!
- * @param ds DataSet instance
- * @param version Boost parameter - filled automatically during serialization!
- */
- template<class Archive>
- void serialize(Archive & ar, DataSet & ds, const unsigned int version)
- {
- DataSet::access::serialize(ar, ds, version);
- }
- } // namespace serialization
-} // namespace boost
+#include "DataSetSerialization.h"
InvalidDimension::InvalidDimension() : std::runtime_error("Invalid dimension specified!") {};
diff --git a/src/DataSet/DataSet.h b/src/DataSet/DataSet.h
index 434dfcc35b5503e035cd31f15022f17eb1c12c78..3be44705eacee7e55d19e94ea2a44cd796589875 100644
--- a/src/DataSet/DataSet.h
+++ b/src/DataSet/DataSet.h
@@ -67,23 +67,12 @@ private:
template <class T>
std::vector<std::vector<T>> cartesian_product(const std::vector<std::vector<T>>* v);
-//protected:
-// /**
-// * Serialization function
-// * @tparam Archive Boost library template
-// * @param ar Boost parameter - filled automatically during serialization!
-// * @param version Boost parameter - filled automatically during serialization!
-// */
-// template<class Archive>
-// void serialize(Archive & ar, const unsigned int version){
-// ar & this->n_elements;
-// ar & this->input_dim;
-// ar & this->output_dim;
-// ar & this->data;
-// };
-
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
struct access;
/**
diff --git a/src/DataSet/DataSetSerialization.h b/src/DataSet/DataSetSerialization.h
index 7e9e1b7582054e666cbd0c2f46cb080d36139ecf..39a1a6bc1b490f1de5dcecd441aed52471709016 100644
--- a/src/DataSet/DataSetSerialization.h
+++ b/src/DataSet/DataSetSerialization.h
@@ -5,4 +5,42 @@
#ifndef LIB4NEURO_DATASETSERIALIZATION_H
#define LIB4NEURO_DATASETSERIALIZATION_H
+#include <boost/serialization/base_object.hpp>
+#include <boost/range/size_type.hpp>
+#include <boost/serialization/vector.hpp>
+#include <boost/serialization/utility.hpp>
+#include <boost/archive/text_oarchive.hpp>
+#include <boost/archive/text_iarchive.hpp>
+
+#include "DataSet.h"
+
+struct DataSet :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, DataSet& ds, const unsigned int version) {
+ ar & ds.n_elements;
+ ar & ds.input_dim;
+ ar & ds.output_dim;
+ ar & ds.data;
+ }
+};
+
+namespace boost {
+ namespace serialization {
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param ds DataSet instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, DataSet & ds, const unsigned int version)
+ {
+ DataSet::access::serialize(ar, ds, version);
+ }
+
+ } // namespace serialization
+} // namespace boost
+
#endif //LIB4NEURO_DATASETSERIALIZATION_H
diff --git a/src/General/ExprtkWrapper.cpp b/src/General/ExprtkWrapper.cpp
index 2a9c8226cb9e8eaa5fcd087e0fdcbb51dd5bd1ff..7abf68596a225b61f655e3bbf05e8db300aaa5a1 100644
--- a/src/General/ExprtkWrapper.cpp
+++ b/src/General/ExprtkWrapper.cpp
@@ -5,43 +5,19 @@
* @date 4.9.18 -
*/
-#include "ExprtkWrapper.h"
-#include "exprtk.hpp"
-
-
-typedef exprtk::symbol_table<double> symbol_table_t;
-typedef exprtk::expression<double> expression_t;
-typedef exprtk::parser<double> parser_t;
-
-class ExprtkWrapper :: ExprtkWrapperImpl {
-
-public:
+#include <boost/serialization/export.hpp>
- /**
- *
- */
- expression_t *expression = nullptr;
-
- /**
- *
- */
- symbol_table_t *symbol_table = nullptr;
-
- /**
- *
- */
- parser_t * parser = nullptr;
+#include "exprtk.hpp"
+#include "ExprtkWrapper.h"
+#include "ExprtkWrapperSerialization.h"
+#include "../exceptions.h"
- /**
- * variables
- */
- double x, y, z, t, f;
+BOOST_CLASS_EXPORT_IMPLEMENT(ExprtkWrapper);
- /**
- * referential expression string
- */
- std::string expression_str;
-};
+ExprtkWrapper::ExprtkWrapper() {
+ // Because of serialization
+ // TODO implement?
+}
ExprtkWrapper::ExprtkWrapper( std::string expression_string ) {
diff --git a/src/General/ExprtkWrapper.h b/src/General/ExprtkWrapper.h
index 05d8a9b5cd38218193102c6dfe4003acf3e7b67f..0b7f46d872c131d5cf32e8e42cb0d5c8e56e61c8 100644
--- a/src/General/ExprtkWrapper.h
+++ b/src/General/ExprtkWrapper.h
@@ -17,6 +17,12 @@ class ExprtkWrapper {
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
/**
*
* @param expression_string
diff --git a/src/General/ExprtkWrapperSerialization.h b/src/General/ExprtkWrapperSerialization.h
index f53535a036170aec3102964ff7c29c01eeec1b6a..9996d15bd7cab36989b2d2fa80c93d1644ff29c8 100644
--- a/src/General/ExprtkWrapperSerialization.h
+++ b/src/General/ExprtkWrapperSerialization.h
@@ -5,4 +5,85 @@
#ifndef LIB4NEURO_EXPRTKWRAPPERSERIALIZATION_H
#define LIB4NEURO_EXPRTKWRAPPERSERIALIZATION_H
+#include <boost/archive/text_oarchive.hpp>
+#include <boost/archive/text_iarchive.hpp>
+#include <boost/serialization/export.hpp>
+
+//TODO check different order of headers - possible bug
+#include "ExprtkWrapper.h"
+#include "exprtk.hpp"
+
+BOOST_CLASS_EXPORT_KEY(ExprtkWrapper);
+
+typedef exprtk::symbol_table<double> symbol_table_t;
+typedef exprtk::expression<double> expression_t;
+typedef exprtk::parser<double> parser_t;
+
+/**
+ * Class implementing the private properties
+ * of ExprtkWrapper class.
+ */
+class ExprtkWrapper :: ExprtkWrapperImpl {
+
+public:
+
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
+ /**
+ *
+ */
+ expression_t *expression = nullptr;
+
+ /**
+ *
+ */
+ symbol_table_t *symbol_table = nullptr;
+
+ /**
+ *
+ */
+ parser_t * parser = nullptr;
+
+ /**
+ * variables
+ */
+ double x, y, z, t, f;
+
+ /**
+ * referential expression string
+ */
+ std::string expression_str;
+};
+
+struct ExprtkWrapper :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, ExprtkWrapper& n, const unsigned int version) {
+ ar & n.p_impl->expression_str;
+ ar & n.p_impl->x & n.p_impl->y & n.p_impl->z & n.p_impl->t & n.p_impl->f;
+ }
+};
+
+namespace boost {
+ namespace serialization {
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param n ExprtkWrapper instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, ExprtkWrapper& n, const unsigned int version)
+ {
+ ExprtkWrapper::access::serialize(ar, n, version);
+ }
+
+ } // namespace serialization
+} // namespace boost
+
#endif //LIB4NEURO_EXPRTKWRAPPERSERIALIZATION_H
diff --git a/src/ISerializable.h b/src/ISerializable.h
deleted file mode 100644
index 5105cb8564e944901c68d2437d86d28b379269c8..0000000000000000000000000000000000000000
--- a/src/ISerializable.h
+++ /dev/null
@@ -1,8 +0,0 @@
-//
-// Created by martin on 9/14/18.
-//
-
-#ifndef PROJECT_ISERIALIZABLE_H
-#define PROJECT_ISERIALIZABLE_H
-
-#endif //PROJECT_ISERIALIZABLE_H
diff --git a/src/NetConnection/ConnectionFunctionGeneral.cpp b/src/NetConnection/ConnectionFunctionGeneral.cpp
index 9b1b3e645541284985ea7011158d0033ca59a5aa..5a647181a3fc1b1ddfbd156c88687af4a0a767dd 100644
--- a/src/NetConnection/ConnectionFunctionGeneral.cpp
+++ b/src/NetConnection/ConnectionFunctionGeneral.cpp
@@ -5,7 +5,11 @@
* @date 14.6.18 -
*/
-#include "ConnectionFunctionGeneral.h"
+#include <boost/serialization/export.hpp>
+
+#include "ConnectionFunctionGeneralSerialization.h"
+
+BOOST_CLASS_EXPORT_IMPLEMENT(ConnectionFunctionGeneral);
ConnectionFunctionGeneral::ConnectionFunctionGeneral() {}
diff --git a/src/NetConnection/ConnectionFunctionGeneral.h b/src/NetConnection/ConnectionFunctionGeneral.h
index d19bb30cb20b9719fc12b648249d3291ea19a3ea..bbe56e056e09591eb4a2ceef63cc58d81b40138b 100644
--- a/src/NetConnection/ConnectionFunctionGeneral.h
+++ b/src/NetConnection/ConnectionFunctionGeneral.h
@@ -9,22 +9,12 @@
#define INC_4NEURO_CONNECTIONWEIGHT_H
#include "../settings.h"
+//#include "../ISerializable.h"
-#include <boost/archive/text_oarchive.hpp>
-#include <boost/archive/text_iarchive.hpp>
-#include <boost/serialization/export.hpp>
-#include <boost/serialization/vector.hpp>
#include <functional>
#include <vector>
class ConnectionFunctionGeneral {
-private:
- friend class boost::serialization::access;
-
- template <class Archive>
- void serialize(Archive & ar, const unsigned int version) {
- ar & this->param_indices;
- };
protected:
@@ -35,6 +25,12 @@ protected:
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
/**
*
*/
@@ -67,5 +63,4 @@ public:
};
-
#endif //INC_4NEURO_CONNECTIONWEIGHT_H
diff --git a/src/NetConnection/ConnectionFunctionGeneralSerialization.h b/src/NetConnection/ConnectionFunctionGeneralSerialization.h
index f0be815e8147651a98b7672bcefac38781810f0e..f1eba16dd9d23726c4c59881eb9c0181761c1e33 100644
--- a/src/NetConnection/ConnectionFunctionGeneralSerialization.h
+++ b/src/NetConnection/ConnectionFunctionGeneralSerialization.h
@@ -5,4 +5,43 @@
#ifndef LIB4NEURO_CONNECTIONFUNCTIONGENERALSERIALIZATION_H
#define LIB4NEURO_CONNECTIONFUNCTIONGENERALSERIALIZATION_H
+#include <boost/archive/text_oarchive.hpp>
+#include <boost/archive/text_iarchive.hpp>
+#include <boost/serialization/vector.hpp>
+#include <boost/serialization/export.hpp>
+
+#include "ConnectionFunctionGeneral.h"
+
+BOOST_CLASS_EXPORT_KEY(ConnectionFunctionGeneral);
+
+struct ConnectionFunctionGeneral :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, ConnectionFunctionGeneral& c, const unsigned int version) {
+ ar & c.param_indices;
+ }
+};
+
+template void ConnectionFunctionGeneral::access::serialize<boost::archive::text_oarchive>(boost::archive::text_oarchive&, ConnectionFunctionGeneral&, const unsigned int);
+
+
+namespace boost {
+ namespace serialization {
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param n ConnectionFunctionGeneral instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, ConnectionFunctionGeneral& c, const unsigned int version)
+ {
+ ConnectionFunctionGeneral::access::serialize(ar, c, version);
+ }
+
+
+ } // namespace serialization
+} // namespace boost
+
#endif //LIB4NEURO_CONNECTIONFUNCTIONGENERALSERIALIZATION_H
diff --git a/src/NetConnection/ConnectionFunctionIdentity.cpp b/src/NetConnection/ConnectionFunctionIdentity.cpp
index bd535cbf94af0e1b019abc5c5dee4592d9c67c43..5446bd5177bf09c9a07971adefcfa9d4fce6c533 100644
--- a/src/NetConnection/ConnectionFunctionIdentity.cpp
+++ b/src/NetConnection/ConnectionFunctionIdentity.cpp
@@ -5,7 +5,13 @@
* @date 14.6.18 -
*/
+#include <boost/serialization/export.hpp>
+
#include "ConnectionFunctionIdentity.h"
+#include "ConnectionFunctionIdentitySerialization.h"
+#include "ConnectionFunctionGeneralSerialization.h"
+
+BOOST_CLASS_EXPORT_IMPLEMENT(ConnectionFunctionIdentity);
ConnectionFunctionIdentity::ConnectionFunctionIdentity( ) {
// this->type = CONNECTION_TYPE::IDENTITY;
diff --git a/src/NetConnection/ConnectionFunctionIdentity.h b/src/NetConnection/ConnectionFunctionIdentity.h
index d62ac91294a80321d0a3b5a902b8d8ec580f5dfa..8a01ad51f8abbf8770cfc1a7bc612a8bf7e5513c 100644
--- a/src/NetConnection/ConnectionFunctionIdentity.h
+++ b/src/NetConnection/ConnectionFunctionIdentity.h
@@ -11,14 +11,14 @@
#include "../settings.h"
#include "ConnectionFunctionGeneral.h"
-class ConnectionFunctionGeneral;
+//class ConnectionFunctionGeneral;
/**
*
*/
-class ConnectionFunctionIdentity:public ConnectionFunctionGeneral {
- friend class boost::serialization::access;
- friend class NeuralNetwork;
+class ConnectionFunctionIdentity : public ConnectionFunctionGeneral {
+// friend class boost::serialization::access;
+// friend class NeuralNetwork;
private:
@@ -26,16 +26,18 @@ private:
bool is_unitary = false;
-protected:
- template<class Archive>
- void serialize(Archive & ar, const unsigned int version){
- ar & boost::serialization::base_object<ConnectionFunctionGeneral>(*this);
- ar & this->param_idx;
- ar & this->is_unitary;
- };
+//protected:
+// template<class Archive>
+// void serialize(Archive & ar, const unsigned int version){
+// ar & boost::serialization::base_object<ConnectionFunctionGeneral>(*this);
+// ar & this->param_idx;
+// ar & this->is_unitary;
+// };
public:
+ struct access;
+
/**
*
*/
diff --git a/src/NetConnection/ConnectionFunctionIdentitySerialization.h b/src/NetConnection/ConnectionFunctionIdentitySerialization.h
index c5ce994995095acd2ca974f7b78d98e1d8c46f2b..767f2be0349fb23c88c3ba22f5a9ae29ae570ea4 100644
--- a/src/NetConnection/ConnectionFunctionIdentitySerialization.h
+++ b/src/NetConnection/ConnectionFunctionIdentitySerialization.h
@@ -5,4 +5,42 @@
#ifndef LIB4NEURO_CONNECTIONFUNCTIONIDENTITYSERIALIZATION_H
#define LIB4NEURO_CONNECTIONFUNCTIONIDENTITYSERIALIZATION_H
+#include <boost/serialization/base_object.hpp>
+#include <boost/archive/text_oarchive.hpp>
+#include <boost/archive/text_iarchive.hpp>
+#include <boost/serialization/export.hpp>
+
+#include "ConnectionFunctionIdentity.h"
+#include "ConnectionFunctionGeneralSerialization.h"
+
+BOOST_CLASS_EXPORT_KEY(ConnectionFunctionIdentity);
+
+struct ConnectionFunctionIdentity :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, ConnectionFunctionIdentity& c, const unsigned int version) {
+ ar & boost::serialization::base_object<ConnectionFunctionGeneral>(c);
+ ar & c.is_unitary;
+ ar & c.param_idx;
+ }
+};
+
+namespace boost {
+ namespace serialization {
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param n ConnectionFunctionIdentity instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, ConnectionFunctionIdentity& c, const unsigned int version)
+ {
+ ConnectionFunctionIdentity::access::serialize(ar, c, version);
+ }
+
+ } // namespace serialization
+} // namespace boost
+
#endif //LIB4NEURO_CONNECTIONFUNCTIONIDENTITYSERIALIZATION_H
diff --git a/src/Network/NeuralNetwork.cpp b/src/Network/NeuralNetwork.cpp
index 00308bab72621f1395e7c78ed77e96efde0f6412..7119940b9974918ba5be460d61b22cac4c676490 100644
--- a/src/Network/NeuralNetwork.cpp
+++ b/src/Network/NeuralNetwork.cpp
@@ -6,69 +6,7 @@
*/
#include "NeuralNetwork.h"
-
-#include <boost/random/mersenne_twister.hpp>
-#include <boost/random/uniform_real_distribution.hpp>
-//#include <boost/archive/text_oarchive.hpp>
-//#include <boost/archive/text_iarchive.hpp>
-#include <boost/serialization/serialization.hpp>
-#include <boost/serialization/list.hpp>
-#include <boost/serialization/string.hpp>
-#include <boost/serialization/version.hpp>
-#include <boost/serialization/split_member.hpp>
-#include <boost/serialization/export.hpp>
-#include <boost/serialization/vector.hpp>
-#include <boost/serialization/utility.hpp>
-
-BOOST_CLASS_EXPORT(NeuronBinary);
-BOOST_CLASS_EXPORT(NeuronConstant);
-BOOST_CLASS_EXPORT(NeuronLinear);
-BOOST_CLASS_EXPORT(NeuronLogistic);
-BOOST_CLASS_EXPORT(NeuronLogistic_d1);
-BOOST_CLASS_EXPORT(NeuronLogistic_d2);
-BOOST_CLASS_EXPORT(ConnectionFunctionGeneral);
-BOOST_CLASS_EXPORT(ConnectionFunctionIdentity);
-
-
-struct NeuralNetwork :: access {
- template <class Archive>
- static void serialize(Archive &ar, NeuralNetwork& nn, const unsigned int version) {
- ar & nn.neurons;
- ar & nn.input_neuron_indices;
- ar & nn.output_neuron_indices;
- ar & nn.connection_list;
- ar & nn.neuron_biases;
- ar & nn.neuron_bias_indices;
- ar & nn.neuron_potentials;
- ar & nn.connection_weights;
- ar & nn.inward_adjacency;
- ar & nn.outward_adjacency;
- ar & nn.neuron_layers_feedforward;
- ar & nn.neuron_layers_feedbackward;
- ar & nn.layers_analyzed;
- ar & nn.delete_weights;
- ar & nn.delete_biases;
- }
-};
-
-namespace boost {
- namespace serialization {
-
- /**
- * Serialization function
- * @tparam Archive Boost library template
- * @param ar Boost parameter - filled automatically during serialization!
- * @param ds NeuralNetwork instance
- * @param version Boost parameter - filled automatically during serialization!
- */
- template<class Archive>
- void serialize(Archive & ar, NeuralNetwork & nn, const unsigned int version)
- {
- NeuralNetwork::access::serialize(ar, nn, version);
- }
-
- } // namespace serialization
-} // namespace boost
+#include "NeuralNetworkSerialization.h"
NeuralNetwork::NeuralNetwork() {
this->neurons = new std::vector<Neuron*>(0);
diff --git a/src/Network/NeuralNetwork.h b/src/Network/NeuralNetwork.h
index 692b0137d644b7a70d3202523b9a021144a562af..db2927a35715e5a13a54f806768e1d10ff965a55 100644
--- a/src/Network/NeuralNetwork.h
+++ b/src/Network/NeuralNetwork.h
@@ -11,8 +11,6 @@
#ifndef INC_4NEURO_NEURALNETWORK_H
#define INC_4NEURO_NEURALNETWORK_H
-#include "../settings.h"
-
#include <iostream>
#include <vector>
@@ -20,39 +18,16 @@
#include <utility>
#include <fstream>
-//#include <boost/random/mersenne_twister.hpp>
-//#include <boost/random/uniform_real_distribution.hpp>
-
-
-//#include <boost/serialization/list.hpp>
-//#include <boost/serialization/string.hpp>
-//#include <boost/serialization/version.hpp>
-//#include <boost/serialization/split_member.hpp>
-//#include <boost/serialization/export.hpp>
-//#include <boost/serialization/vector.hpp>
-//#include <boost/serialization/utility.hpp>
-
+#include "../settings.h"
#include "../Neuron/Neuron.h"
#include "../Neuron/NeuronConstant.h"
#include "../Neuron/NeuronBinary.h"
-
-
-
#include "../Neuron/NeuronLinear.h"
-
-
-
-//#include "../Neuron/NeuronLogistic.h" // ERROR
-
#include "../Neuron/NeuronLogistic.h"
#include "../NetConnection/ConnectionFunctionGeneral.h"
#include "../NetConnection/ConnectionFunctionIdentity.h"
-#include <boost/archive/text_oarchive.hpp>
-#include <boost/archive/text_iarchive.hpp>
-
-
enum class BIAS_TYPE{NEXT_BIAS, NO_BIAS, EXISTING_BIAS};
@@ -172,7 +147,8 @@ private:
public:
/**
- *
+ * Struct used to access private properties from
+ * the serialization function
*/
struct access;
diff --git a/src/Network/NeuralNetworkSerialization.h b/src/Network/NeuralNetworkSerialization.h
index 3683a553217147e48d32b7ed0a804d500feb8937..301ab3810c80f356dc8b78c18912449294902723 100644
--- a/src/Network/NeuralNetworkSerialization.h
+++ b/src/Network/NeuralNetworkSerialization.h
@@ -5,4 +5,63 @@
#ifndef LIB4NEURO_NEURALNETWORKSERIALIZATION_H
#define LIB4NEURO_NEURALNETWORKSERIALIZATION_H
+#include <boost/random/mersenne_twister.hpp>
+#include <boost/random/uniform_real_distribution.hpp>
+#include <boost/archive/text_oarchive.hpp>
+#include <boost/archive/text_iarchive.hpp>
+#include <boost/serialization/list.hpp>
+#include <boost/serialization/string.hpp>
+#include <boost/serialization/export.hpp>
+#include <boost/serialization/vector.hpp>
+#include <boost/serialization/utility.hpp>
+
+#include "NeuralNetwork.h"
+#include "Neuron/NeuronSerialization.h"
+#include "Neuron/NeuronBinarySerialization.h"
+#include "Neuron/NeuronConstantSerialization.h"
+#include "Neuron/NeuronLinearSerialization.h"
+#include "Neuron/NeuronLogisticSerialization.h"
+#include "NetConnection/ConnectionFunctionGeneralSerialization.h"
+#include "NetConnection/ConnectionFunctionIdentitySerialization.h"
+
+struct NeuralNetwork :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, NeuralNetwork& nn, const unsigned int version) {
+ ar & nn.neurons;
+ ar & nn.input_neuron_indices;
+ ar & nn.output_neuron_indices;
+ ar & nn.connection_list;
+ ar & nn.neuron_biases;
+ ar & nn.neuron_bias_indices;
+ ar & nn.neuron_potentials;
+ ar & nn.connection_weights;
+ ar & nn.inward_adjacency;
+ ar & nn.outward_adjacency;
+ ar & nn.neuron_layers_feedforward;
+ ar & nn.neuron_layers_feedbackward;
+ ar & nn.layers_analyzed;
+ ar & nn.delete_weights;
+ ar & nn.delete_biases;
+ }
+};
+
+namespace boost {
+ namespace serialization {
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param ds NeuralNetwork instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, NeuralNetwork & nn, const unsigned int version)
+ {
+ NeuralNetwork::access::serialize(ar, nn, version);
+ }
+
+ } // namespace serialization
+} // namespace boost
+
#endif //LIB4NEURO_NEURALNETWORKSERIALIZATION_H
diff --git a/src/Network/NeuralNetworkSum.cpp b/src/Network/NeuralNetworkSum.cpp
index 2b665fe77060b926d534c6e7149c653f8959be12..2842c1aebf0f9acfb3b20c5d144020957ea8f191 100644
--- a/src/Network/NeuralNetworkSum.cpp
+++ b/src/Network/NeuralNetworkSum.cpp
@@ -5,7 +5,13 @@
* @date 18.7.18 -
*/
+#include <boost/serialization/export.hpp>
+
#include "NeuralNetworkSum.h"
+#include "NeuralNetworkSumSerialization.h"
+#include "General/ExprtkWrapperSerialization.h"
+
+BOOST_CLASS_EXPORT_IMPLEMENT(NeuralNetworkSum);
NeuralNetworkSum::NeuralNetworkSum(){
this->summand = nullptr;
diff --git a/src/Network/NeuralNetworkSum.h b/src/Network/NeuralNetworkSum.h
index 3ce90b748235c33e1893076752d341745e923fcb..e8d883bc002a4a8d7f62c30e4c6947f9da0611d3 100644
--- a/src/Network/NeuralNetworkSum.h
+++ b/src/Network/NeuralNetworkSum.h
@@ -9,26 +9,23 @@
#define INC_4NEURO_NEURALNETWORKSUM_H
#include "../settings.h"
+#include "../General/ExprtkWrapper.h"
#include "NeuralNetwork.h"
-#include "../General/ExprtkWrapper.h"
-
class NeuralNetworkSum : public NeuralNetwork {
private:
- friend class boost::serialization::access;
-
std::vector<NeuralNetwork*> * summand;
std::vector<ExprtkWrapper*> * summand_coefficient;
- template <class Archive>
- void serialize(Archive & ar, const unsigned int version) {
- ar & boost::serialization::base_object<NeuralNetwork>(*this);
- ar & this->summand;
- ar & this->summand_coefficient;
- };
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
LIB4NEURO_API NeuralNetworkSum( );
LIB4NEURO_API virtual ~NeuralNetworkSum( );
diff --git a/src/Network/NeuralNetworkSumSerialization.h b/src/Network/NeuralNetworkSumSerialization.h
index 55a8c76b9067ca4cedf93101f69d9471c7738850..9b8aab0807107837194c7e6c14d5c51ef8a029e3 100644
--- a/src/Network/NeuralNetworkSumSerialization.h
+++ b/src/Network/NeuralNetworkSumSerialization.h
@@ -5,4 +5,42 @@
#ifndef LIB4NEURO_NEURALNETWORKSUMSERIALIZATION_H
#define LIB4NEURO_NEURALNETWORKSUMSERIALIZATION_H
+#include <boost/serialization/base_object.hpp>
+#include <boost/serialization/export.hpp>
+#include <boost/archive/text_oarchive.hpp>
+#include <boost/archive/text_iarchive.hpp>
+
+#include "NeuralNetworkSum.h"
+#include "NeuralNetworkSerialization.h"
+
+BOOST_CLASS_EXPORT_KEY(NeuralNetworkSum);
+
+struct NeuralNetworkSum :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, NeuralNetworkSum& n, const unsigned int version) {
+ ar & boost::serialization::base_object<NeuralNetwork>(n);
+ ar & n.summand;
+ ar & n.summand_coefficient;
+ }
+};
+
+namespace boost {
+ namespace serialization {
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param n NeuralNetworkSum instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, NeuralNetworkSum& n, const unsigned int version)
+ {
+ NeuralNetworkSum::access::serialize(ar, n, version);
+ }
+
+ } // namespace serialization
+} // namespace boost
+
#endif //LIB4NEURO_NEURALNETWORKSUMSERIALIZATION_H
diff --git a/src/Neuron/Neuron.cpp b/src/Neuron/Neuron.cpp
index 15664cd953bd38f298d22f194d554b0eff82086c..dc4c4a3844e9fc5c6703deabe17cbe993eb024ca 100644
--- a/src/Neuron/Neuron.cpp
+++ b/src/Neuron/Neuron.cpp
@@ -1,5 +1,7 @@
+#include "NeuronSerialization.h"
+
+BOOST_CLASS_EXPORT_IMPLEMENT(Neuron);
-#include "Neuron.h"
Neuron::~Neuron() {
diff --git a/src/Neuron/Neuron.h b/src/Neuron/Neuron.h
index 275f1ca7d96def5fc6dce0d569bcccf778a74f73..f0d8fd1fbb29b8a853c9d31e3c30f1202ab6dd1b 100644
--- a/src/Neuron/Neuron.h
+++ b/src/Neuron/Neuron.h
@@ -7,28 +7,26 @@
* @date 2017 - 2018
*/
//TODO correct docs in this and all child classes
- #ifndef NEURON_H_
- #define NEURON_H_
+#ifndef NEURON_H_
+#define NEURON_H_
- #include "../settings.h"
-
-#include <boost/serialization/base_object.hpp>
+#include "../settings.h"
#include <vector>
-class IDifferentiable;
/**
* Abstract class representing a general neuron
*/
class Neuron {
-private:
- friend class boost::serialization::access;
-
- template<class Archive>
- void serialize(Archive & ar, const unsigned int version){};
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
/**
* Destructor of the Neuron object
* this level deallocates the array 'activation_function_parameters'
diff --git a/src/Neuron/NeuronBinary.cpp b/src/Neuron/NeuronBinary.cpp
index 48ada48fc2b562e90abccad7941a7ceee13db712..b53c9462c5f7bde13b3a3802195ee19a2f807ec4 100644
--- a/src/Neuron/NeuronBinary.cpp
+++ b/src/Neuron/NeuronBinary.cpp
@@ -2,7 +2,12 @@
// Created by fluffymoo on 11.6.18.
//
-#include "NeuronBinary.h"
+#include <boost/serialization/export.hpp>
+
+#include "NeuronSerialization.h"
+#include "NeuronBinarySerialization.h"
+
+BOOST_CLASS_EXPORT_IMPLEMENT(NeuronBinary);
NeuronBinary::NeuronBinary( ) {}
diff --git a/src/Neuron/NeuronBinary.h b/src/Neuron/NeuronBinary.h
index 15891181ece3c961084b20413bda4b685da6889e..ae52d75aab5fb5bcbbbdef349b6c316fcb02f777 100644
--- a/src/Neuron/NeuronBinary.h
+++ b/src/Neuron/NeuronBinary.h
@@ -10,7 +10,7 @@
#ifndef INC_4NEURO_NEURONBINARY_H
#define INC_4NEURO_NEURONBINARY_H
-#include "../settings.h"
+//#include "../settings.h"
#include "Neuron.h"
@@ -18,16 +18,15 @@
* Binary neuron class - uses unit-step as the activation function
*/
class NeuronBinary:public Neuron {
-private:
- friend class boost::serialization::access;
-
- template<class Archive>
- void serialize(Archive & ar, const unsigned int version){
- ar & boost::serialization::base_object<Neuron>(*this);
- };
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
/**
* Default constructor for the binary Neuron
* @param[in] threshold Denotes when the neuron is activated
diff --git a/src/Neuron/NeuronBinarySerialization.h b/src/Neuron/NeuronBinarySerialization.h
index 690c091d69f347a657ccc42acf4df055bdfef4a7..e227c45d8c7c5e8c02c9366b43deda12d34e5c78 100644
--- a/src/Neuron/NeuronBinarySerialization.h
+++ b/src/Neuron/NeuronBinarySerialization.h
@@ -8,13 +8,12 @@
#include <boost/serialization/base_object.hpp>
#include <boost/archive/text_oarchive.hpp>
#include <boost/archive/text_iarchive.hpp>
-#include <boost/serialization/access.hpp>
#include <boost/serialization/export.hpp>
+#include "NeuronSerialization.h"
#include "NeuronBinary.h"
-BOOST_CLASS_EXPORT(NeuronBinary);
-
+BOOST_CLASS_EXPORT_KEY(NeuronBinary);
struct NeuronBinary :: access {
template <class Archive>
@@ -42,4 +41,5 @@ namespace boost {
} // namespace serialization
} // namespace boost
+
#endif //LIB4NEURO_NEURON_BINARY_SERIALIZATION_H
diff --git a/src/Neuron/NeuronConstant.cpp b/src/Neuron/NeuronConstant.cpp
index 1b349c2f913dfe1ea3c09dcf5765fe28254cd555..bc04b60dfe2461494097de6cb8a4961eb0cd4e23 100644
--- a/src/Neuron/NeuronConstant.cpp
+++ b/src/Neuron/NeuronConstant.cpp
@@ -5,7 +5,14 @@
* @date 8.8.18 -
*/
-#include "NeuronConstant.h"
+#include <boost/serialization/export.hpp>
+
+//#include "NeuronConstant.h"
+//#include "NeuronSerialization.h"
+#include "NeuronConstantSerialization.h"
+
+
+BOOST_CLASS_EXPORT_IMPLEMENT(NeuronConstant);
NeuronConstant::NeuronConstant( double c ) {
this->p = c;
@@ -26,4 +33,5 @@ double NeuronConstant::activation_function_eval_derivative( double x, double b )
Neuron* NeuronConstant::get_derivative() {
NeuronConstant* output = new NeuronConstant( );
return output;
-}
\ No newline at end of file
+}
+
diff --git a/src/Neuron/NeuronConstant.h b/src/Neuron/NeuronConstant.h
index 215cf2a182c335b90853261b16ae1d5076893490..1cab7cb1fbf5e78a1488e59a8a06e27155e2487f 100644
--- a/src/Neuron/NeuronConstant.h
+++ b/src/Neuron/NeuronConstant.h
@@ -8,25 +8,23 @@
#ifndef INC_4NEURO_NEURONCONSTANT_H
#define INC_4NEURO_NEURONCONSTANT_H
-#include "../settings.h"
+//#include "../settings.h"
#include "Neuron.h"
+//#include "NeuronSerialization.h"
class NeuronConstant: public Neuron, public IDifferentiable {
private:
- friend class boost::serialization::access;
-
double p = 0.0;
- template<class Archive>
- void serialize(Archive & ar, const unsigned int version){
- ar & boost::serialization::base_object<Neuron>(*this);
-
- ar & this->p;
- };
-
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
/**
* Constructs the object of the Linear neuron with activation function
* f(x) = c
diff --git a/src/Neuron/NeuronConstantSerialization.h b/src/Neuron/NeuronConstantSerialization.h
index 2ca36194cb962cd0e76c15c770f6e059c8b0f61c..2fd8ef406a8ac0ee6703c05accc3953c24d357d4 100644
--- a/src/Neuron/NeuronConstantSerialization.h
+++ b/src/Neuron/NeuronConstantSerialization.h
@@ -2,8 +2,8 @@
// Created by martin on 9/17/18.
//
-#ifndef LIB4NEURO_NEURON_SERIALIZATION_H
-#define LIB4NEURO_NEURON_SERIALIZATION_H
+#ifndef LIB4NEURO_NEURON_CONSTANT_SERIALIZATION_H
+#define LIB4NEURO_NEURON_CONSTANT_SERIALIZATION_H
#include <boost/serialization/base_object.hpp>
#include <boost/archive/text_oarchive.hpp>
@@ -11,11 +11,9 @@
#include <boost/serialization/export.hpp>
#include "NeuronConstant.h"
-#include "../settings.h"
-#include "Neuron_serialization.h"
-
-BOOST_CLASS_EXPORT(NeuronConstant);
+#include "NeuronSerialization.h"
+BOOST_CLASS_EXPORT_KEY(NeuronConstant);
struct NeuronConstant :: access {
template <class Archive>
@@ -44,4 +42,6 @@ namespace boost {
} // namespace serialization
} // namespace boost
+
+
#endif //LIB4NEURO_NEURON_SERIALIZATION_H
diff --git a/src/Neuron/NeuronLinear.cpp b/src/Neuron/NeuronLinear.cpp
index afb73c6ac102d5b8e725cbceac2c3c38075cc887..395b7e08dcac3735c8b315eed6bc1e6c930b0089 100644
--- a/src/Neuron/NeuronLinear.cpp
+++ b/src/Neuron/NeuronLinear.cpp
@@ -2,8 +2,14 @@
// Created by fluffymoo on 11.6.18.
//
+#include <boost/serialization/export.hpp>
+
#include "NeuronLinear.h"
+#include "NeuronConstant.h"
+#include "NeuronSerialization.h"
+#include "NeuronLinearSerialization.h"
+BOOST_CLASS_EXPORT_IMPLEMENT(NeuronLinear);
NeuronLinear::NeuronLinear( ) {}
@@ -25,8 +31,3 @@ Neuron* NeuronLinear::get_derivative() {
NeuronConstant* output = new NeuronConstant( 1.0 );
return output;
}
-
-//template<class Archive>
-//void NeuronLinear::serialize(Archive & ar, const unsigned int version) {
-// ar & boost::serialization::base_object<Neuron>(*this);
-//}
diff --git a/src/Neuron/NeuronLinear.h b/src/Neuron/NeuronLinear.h
index 93ee1162fac94df887da7a7d02a8880996d26b91..8d40deff4b3654a9cd724684f17e34d22d1364ec 100644
--- a/src/Neuron/NeuronLinear.h
+++ b/src/Neuron/NeuronLinear.h
@@ -13,23 +13,22 @@
#include "../settings.h"
#include "Neuron.h"
-#include "NeuronConstant.h"
+//#include "NeuronConstant.h"
/**
* Linear neuron class - uses activation function in the form f(x)=a*x + b,
* 'x' being the neuron's potential
*/
class NeuronLinear:public Neuron, public IDifferentiable {
-private:
- friend class boost::serialization::access;
-
- template<class Archive>
- void serialize(Archive & ar, const unsigned int version){
- ar & boost::serialization::base_object<Neuron>(*this);
- };
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
/**
* Constructs the object of the Linear neuron with activation function
* f(x) = x + b
diff --git a/src/Neuron/NeuronLinearSerialization.h b/src/Neuron/NeuronLinearSerialization.h
index e42593831eda12d6c6309c9694d06292e56a893c..fdbbff5c3ccb8554cdb3f27f2afb2b29971e943f 100644
--- a/src/Neuron/NeuronLinearSerialization.h
+++ b/src/Neuron/NeuronLinearSerialization.h
@@ -5,4 +5,41 @@
#ifndef LIB4NEURO_NEURONLINEARSERIALIZATION_H
#define LIB4NEURO_NEURONLINEARSERIALIZATION_H
+#include <boost/serialization/base_object.hpp>
+#include <boost/archive/text_oarchive.hpp>
+#include <boost/archive/text_iarchive.hpp>
+#include <boost/serialization/export.hpp>
+
+#include "NeuronLinear.h"
+#include "NeuronSerialization.h"
+
+BOOST_CLASS_EXPORT_KEY(NeuronLinear);
+
+
+struct NeuronLinear :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, NeuronLinear& n, const unsigned int version) {
+ ar & boost::serialization::base_object<Neuron>(n);
+ }
+};
+
+namespace boost {
+ namespace serialization {
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param n NeuronLinear instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, NeuronLinear& n, const unsigned int version)
+ {
+ NeuronLinear::access::serialize(ar, n, version);
+ }
+
+ } // namespace serialization
+} // namespace boost
+
#endif //LIB4NEURO_NEURONLINEARSERIALIZATION_H
diff --git a/src/Neuron/NeuronLogistic.cpp b/src/Neuron/NeuronLogistic.cpp
index 6ca3f80006e07752dd6e85392f45941159b8c74d..4e52c629a17516d2a8865da3baeeffc482cdff24 100644
--- a/src/Neuron/NeuronLogistic.cpp
+++ b/src/Neuron/NeuronLogistic.cpp
@@ -2,8 +2,15 @@
// Created by fluffymoo on 11.6.18.
//
+#include <boost/serialization/export.hpp>
#include "NeuronLogistic.h"
+#include "NeuronSerialization.h"
+#include "NeuronLogisticSerialization.h"
+
+BOOST_CLASS_EXPORT_IMPLEMENT(NeuronLogistic);
+BOOST_CLASS_EXPORT_IMPLEMENT(NeuronLogistic_d1);
+BOOST_CLASS_EXPORT_IMPLEMENT(NeuronLogistic_d2);
NeuronLogistic_d2::NeuronLogistic_d2( ) {}
diff --git a/src/Neuron/NeuronLogistic.h b/src/Neuron/NeuronLogistic.h
index 79ad81915b63a17549333048243b4d6a5b48d22d..0cb3cc1c7eac0a45cf4967e6b6e085261be6759d 100644
--- a/src/Neuron/NeuronLogistic.h
+++ b/src/Neuron/NeuronLogistic.h
@@ -10,29 +10,23 @@
#ifndef INC_4NEURO_NEURONLOGISTIC_H
#define INC_4NEURO_NEURONLOGISTIC_H
-#include <boost/archive/text_oarchive.hpp>
#include "../settings.h"
#include <cmath>
-#include "Neuron.h"
-#include "../constants.h"
-
-
-
+#include "Neuron.h"
class NeuronLogistic:public Neuron, public IDifferentiable {
- friend class boost::serialization::access;
-
-protected:
- template<class Archive>
- void serialize(Archive & ar, const unsigned int version){
- //TODO separate implementation to NeuronLogistic.cpp!
- ar & boost::serialization::base_object<Neuron>(*this);
- };
public:
+
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
/**
* Constructs the object of the Logistic neuron with activation function
* f(x) = (1 + e^(-x + b))^(-1)
@@ -66,17 +60,15 @@ public:
class NeuronLogistic_d1:public NeuronLogistic {
-private:
- friend class boost::serialization::access;
-
- template<class Archive>
- void serialize(Archive & ar, const unsigned int version){
- //TODO separate implementation to Neuronogistic_d1.cpp!
- ar & boost::serialization::base_object<Neuron>(*this);
- };
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
/**
* Constructs the object of the Logistic neuron with activation function
* f(x) = e^(b - x)/(e^(b - x) + 1)^2
@@ -112,17 +104,15 @@ public:
class NeuronLogistic_d2:public NeuronLogistic_d1 {
-private:
- friend class boost::serialization::access;
-
- template<class Archive>
- void serialize(Archive & ar, const unsigned int version){
- //TODO separate implementation to NeuronLogistic_d1.cpp!
- ar & boost::serialization::base_object<Neuron>(*this);
- };
public:
+ /**
+ * Struct used to access private properties from
+ * the serialization function
+ */
+ struct access;
+
/**
* Constructs the object of the Logistic neuron with activation function
* f(x) = (e^(b + x) (e^b - e^x))/(e^b + e^x)^3
diff --git a/src/Neuron/NeuronLogisticSerialization.h b/src/Neuron/NeuronLogisticSerialization.h
index 723a362b08bcf8c30ae573816d4413e026d93c85..0ca37ce9afd31f9f7469c8e74a5738589858d8ec 100644
--- a/src/Neuron/NeuronLogisticSerialization.h
+++ b/src/Neuron/NeuronLogisticSerialization.h
@@ -5,4 +5,83 @@
#ifndef LIB4NEURO_NEURONLOGISTICSERIALIZATION_H
#define LIB4NEURO_NEURONLOGISTICSERIALIZATION_H
+#include <boost/serialization/base_object.hpp>
+#include <boost/archive/text_oarchive.hpp>
+#include <boost/archive/text_iarchive.hpp>
+#include <boost/serialization/export.hpp>
+
+#include "../constants.h"
+#include "NeuronLogistic.h"
+#include "NeuronSerialization.h"
+
+BOOST_CLASS_EXPORT_KEY(NeuronLogistic);
+BOOST_CLASS_EXPORT_KEY(NeuronLogistic_d1);
+BOOST_CLASS_EXPORT_KEY(NeuronLogistic_d2);
+
+struct NeuronLogistic :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, NeuronLogistic& n, const unsigned int version) {
+ ar & boost::serialization::base_object<Neuron>(n);
+ }
+};
+
+struct NeuronLogistic_d1 :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, NeuronLogistic_d1& n, const unsigned int version) {
+ ar & boost::serialization::base_object<NeuronLogistic>(n);
+ }
+};
+
+struct NeuronLogistic_d2 :: access {
+ template <class Archive>
+ static void serialize(Archive &ar, NeuronLogistic_d2& n, const unsigned int version) {
+ ar & boost::serialization::base_object<NeuronLogistic_d1>(n);
+ }
+};
+
+namespace boost {
+ namespace serialization {
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param n NeuronLogistic instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, NeuronLogistic& n, const unsigned int version)
+ {
+ NeuronLogistic::access::serialize(ar, n, version);
+ }
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param n NeuronLogistic_d1 instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, NeuronLogistic_d1& n, const unsigned int version)
+ {
+ NeuronLogistic_d1::access::serialize(ar, n, version);
+ }
+
+ /**
+ * Serialization function
+ * @tparam Archive Boost library template
+ * @param ar Boost parameter - filled automatically during serialization!
+ * @param n NeuronLogistic_d2 instance
+ * @param version Boost parameter - filled automatically during serialization!
+ */
+ template<class Archive>
+ void serialize(Archive & ar, NeuronLogistic_d2& n, const unsigned int version)
+ {
+ NeuronLogistic_d2::access::serialize(ar, n, version);
+ }
+
+ } // namespace serialization
+} // namespace boost
+
#endif //LIB4NEURO_NEURONLOGISTICSERIALIZATION_H
diff --git a/src/Neuron/NeuronSerialization.h b/src/Neuron/NeuronSerialization.h
index 9fe369b95d7b3ce8971392e9b79c9e49cf77b66b..13be0c148acf5358c02424922e61f7c68f00c429 100644
--- a/src/Neuron/NeuronSerialization.h
+++ b/src/Neuron/NeuronSerialization.h
@@ -7,13 +7,14 @@
#include <boost/archive/text_oarchive.hpp>
#include <boost/archive/text_iarchive.hpp>
-#include <boost/serialization/access.hpp>
#include <boost/serialization/assume_abstract.hpp>
+#include <boost/serialization/export.hpp>
#include "Neuron.h"
BOOST_SERIALIZATION_ASSUME_ABSTRACT(Neuron);
+BOOST_CLASS_EXPORT_KEY(Neuron);
struct Neuron :: access {
template <class Archive>