Added the call to the PPLR classifier

4c0daf88 · rtalbi · 39389f04 · 4c0daf88 · 4c0daf88 · 4c0daf88
Commit 4c0daf88 authored 6 years ago by rtalbi
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
--- a/PPML/PPLR/PPLR_Classifier.cpp
+++ b/PPML/PPLR/PPLR_Classifier.cpp
@@ -149,7 +149,7 @@ PPLR_Classifier:: recvMsg(int sockfd,  sockaddr_in cliaddr)
 }
-PPLR_Classifier::PPLR_Classifier(vector<Cipher> wieghts, int alpha, int epochs, int batchSize, int th,
+PPLR_Classifier::PPLR_Classifier(vector<Cipher> weights, int alpha, int epochs, int batchSize, int th,
                                 PPDatasetReader *datasetReader, string log, int sockfd, sockaddr_in cliaddr,
                                 bool debug, string mainpath)
 {
@@ -164,7 +164,7 @@ PPLR_Classifier::PPLR_Classifier(vector<Cipher> wieghts, int alpha, int epochs,
    this->testTime=0;
    this->clientTestTime=0;
    this->extTestBd=0;
-    this->w = w;
+    this->w = weights;
    this->alpha = alpha;
    this->batchSize=batchSize;
    this->th = dtpkc.enc(th, dtpkc.pkw);

--- a/TEST/main.cpp
+++ b/TEST/main.cpp
@@ -567,6 +567,108 @@ int main (int argc, char **argv) {
                datasetReader->closeTesting();
                delete datasetReader;
+            }else{
+                for (int i = 0; i < runs_number; i++) {
+                    if (debug) cout << "Run : " << i << "Over " << runs_number << endl;
+                    stats << "--------Run@" << i + 1 << " over : " << runs_number << "---------" << endl;
+                    vector<Cipher> w;
+                    Cipher zero = dtpkc.enc(0, dtpkc.pkw);
+                    for (int k=0; k < datasetReader->dimension-1; k ++ )
+                        w.push_back(zero);
+                    PPLR_Classifier *classifier = new PPLR_Classifier (w,(int)(alpha/batchSize),epochs, batchSize, (int)(LRTH*100), datasetReader, OutputPath + classOutput,
+                                             sockfd, cliaddr, debug, mainPath);
+                    if (Incremental) {
+                        stats << "TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1"
+                              << endl;
+                        for (int ch = 0; ch < chunk_number; ch++) {
+                            if (debug)
+                                cout << "Started training on chunk n°: " << ch + 1 << " from: " << chunk_number << endl;
+                            classifier->train();
+                            datasetReader->nextChunk();
+                            //cout << "Ended training on chunk n°: " << ch+1 << endl;
+                            if (remoteClient) {
+                                classifier->sendMsg("start", sockfd, cliaddr);
+                                string msg = classifier->recvMsg(sockfd, cliaddr);
+                                if (msg == "ok") {
+                                    if (debug)
+                                        cout << "Started remote testing after update n°: " << ch + 1 << " from: "
+                                             << chunk_number << endl;
+                                    classifier->RemoteTest();
+                                    if (debug) cout << " Remote test " << ch + 1 << "done" << endl;
+                                }
+                            } else {
+                                if (debug)
+                                    cout << "Started testing after update n°: " << ch + 1 << " from: " << chunk_number
+                                         << endl;
+                                classifier->Test();
+                                if (debug) cout << "Test " << ch + 1 << " done" << endl;
+                            }
+                            //cout << "Client Test Time " << c << endl;
+                            evaluateAccuracy(clearPath, mainPath, OutputPath, classOutput, datasetReader->test_size, P,
+                                             R, F1);
+                            stats << std::to_string(classifier->trainTime) + "," + classifier->extTrainBd.get_str() +
+                                     "," + std::to_string(classifier->testTime) + "," +
+                                     std::to_string(classifier->clientTestTime) + "," +
+                                     classifier->extTestBd.get_str() + "," + std::to_string(P) + "," +
+                                     std::to_string(R) + "," + std::to_string(F1) << endl;
+                            datasetReader->reloadTest();
+                        }
+                    } else {
+                        if (debug) cout << "Training started" << endl;
+                        classifier->train();
+                        if (debug) cout << "Training done" << endl;
+                        if (remoteClient) {
+                            classifier->sendMsg("start", sockfd, cliaddr);
+                            if (debug) cout << " Remote testing started " << endl;
+                            classifier->RemoteTest();
+                            if (debug) cout << " Remote testing done " << endl;
+                        } else {
+                            if (debug) cout << " Testing started " << endl;
+                            classifier->Test();
+                            if (debug) cout << " Testing done " << endl;
+                        }
+                    }
+                    datasetReader->closeTraining();
+                    datasetReader->closeTesting();
+                    datasetReader->reinit();
+                    if (i == (runs_number - 1) && remoteClient) {
+                        classifier->sendMsg("stop", sockfd, cliaddr);
+                        close(sockfd);
+                    }
+                    try {
+                        delete classifier;
+                    } catch (exception e) {
+                        cout << "Trying to delete classifier " << endl;
+                        cout << e.what() << endl;
+                    }
+                }
+                datasetReader->closeTraining();
+                datasetReader->closeTesting();
+                delete datasetReader;
            }

--- a/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
+++ b/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
@@ -32,23 +32,97 @@ fstream
 netinet/in.h
 -
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAdd.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAddPow2.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+vector
+-
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalCmp.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+vector
+-
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv100.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDotProd.h
 DTPKC.h
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalEntropy.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalHBound.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+EvalDiv.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalLrUpdate.h
 DTPKC.h
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalMult.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+vector
+-
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalProba.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+EvalDiv100.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv100.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSigmoid.h
 DTPKC.h
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
 ../UTIL/math_util.hh
 /home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalStandardDiv.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+EvalDiv.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
+EvalMult.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalMult.h
+EvalSub.h
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub.h
+DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalThreashold.h
 DTPKC.h
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+vector
+-
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/SkeySwitch.h
 DTPKC.h
@@ -58,6 +132,168 @@ DTPKC.h
 vector
 -
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/Configuration.h
+namespace.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+ConfigurationException.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/ConfigurationException.h
+StringBuffer.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringBuffer.h
+StringVector.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringVector.h
+stddef.h
+-
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/ConfigurationException.h
+namespace.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+string.h
+-
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringBuffer.h
+namespace.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+assert.h
+-
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringVector.h
+namespace.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+StringBuffer.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/StringBuffer.h
+/home/rania/CLionProjects/DAPPLE-2.0/LIB/config4cpp/include/config4cpp/namespace.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/DatasetReader.h
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+-
+stdio.h
+-
+string.h
+-
+vector
+-
+cstring
+-
+Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+../../UTIL/mpz_class.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/mpz_class.hh
+time.h
+-
+string
+-
+omp.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/omp.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+vector
+-
+iostream
+-
+/home/rania/CLionProjects/DAPPLE-2.0/ML/LR/LR.h
+string
+-
+fstream
+-
+vector
+-
+math.h
+-
+stdlib.h
+-
+iostream
+-
+string.h
+-
+netinet/in.h
+-
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+../IO/DatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/DatasetReader.h
+chrono
+-
+/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/NB_Classifier.h
+netinet/in.h
+-
+../IO/DatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/DatasetReader.h
+../../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+Stats.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/Stats.h
+math.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/math.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/NB/Stats.h
+iostream
+-
+map
+-
+iterator
+-
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+gmpxx.h
+-
+gmp.h
+-
+../../UTIL/util_gmp_rand.h
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/util_gmp_rand.h
+../../UTIL/num_th_alg.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/num_th_alg.hh
+../../UTIL/mpz_class.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/mpz_class.hh
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/Node.h
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+NodeStats.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/NodeStats.h
+NodeTest.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/NodeTest.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/NodeStats.h
+iostream
+-
+map
+-
+iterator
+-
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+gmpxx.h
+-
+gmp.h
+-
+../../UTIL/util_gmp_rand.h
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/util_gmp_rand.h
+../../UTIL/num_th_alg.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/num_th_alg.hh
+../../UTIL/mpz_class.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/mpz_class.hh
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/NodeTest.h
+map
+-
+../IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/Record.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/VFDT_Classifier.h
+netinet/in.h
+-
+../IO/DatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/IO/DatasetReader.h
+Node.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/Node.h
+../../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+math.h
+/home/rania/CLionProjects/DAPPLE-2.0/ML/VFDT/math.h
 /home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPDatasetReader.h
 PPRecord.h
 /home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPRecord.h
@@ -82,12 +318,6 @@ iostream
 ../../CRYPTO/DTPKC.h
 /home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPLR/PPLR_Classifier.cpp
-chrono
-
-PPLR_Classifier.h
-/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPLR/PPLR_Classifier.h
 /home/rania/CLionProjects/DAPPLE-2.0/PPML/PPLR/PPLR_Classifier.h
 ../IO/PPDatasetReader.h
 /home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPDatasetReader.h
@@ -104,6 +334,198 @@ PPLR_Classifier.h
 math.h
 /home/rania/CLionProjects/DAPPLE-2.0/PPML/PPLR/math.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPNB/PPNB_Classifier.h
+../IO/PPDatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPDatasetReader.h
+../../UTIL/math_util.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/math_util.hh
+PPStats.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPNB/PPStats.h
+math.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPNB/math.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPNB/PPStats.h
+iostream
+-
+map
+-
+iterator
+-
+../IO/PPRecord.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPRecord.h
+gmpxx.h
+-
+gmp.h
+-
+omp.h
+-
+../../UTIL/util_gmp_rand.h
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/util_gmp_rand.h
+../../UTIL/num_th_alg.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/num_th_alg.hh
+../../UTIL/mpz_class.hh
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/mpz_class.hh
+../../CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../../CRYPTO/EvalAdd.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAdd.h
+../../CRYPTO/EvalMult.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalMult.h
+../../CRYPTO/EvalDiv100.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv100.h
+../../CRYPTO/EvalProba.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalProba.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNode.h
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+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPRecord.h
+PPNodeStats.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeStats.h
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+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeTest.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNodeStats.h
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+-
+map
+-
+iterator
+-
+../IO/PPRecord.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPRecord.h
+gmpxx.h
+-
+gmp.h
+-
+../../UTIL/util_gmp_rand.h
+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/util_gmp_rand.h
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+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/num_th_alg.hh
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+/home/rania/CLionProjects/DAPPLE-2.0/UTIL/mpz_class.hh
+../../CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAdd.h
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+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPRecord.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalCmp.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPVFDT_Classifier.h
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+../IO/PPDatasetReader.h
+/home/rania/CLionProjects/DAPPLE-2.0/PPML/IO/PPDatasetReader.h
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+/home/rania/CLionProjects/DAPPLE-2.0/PPML/PPVFDT/PPNode.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalEntropy.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalHBound.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv100.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAdd.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub.h
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+/home/rania/CLionProjects/DAPPLE-2.0/TEST/TESTBuildingBlocks.h
+iostream
+-
+../CRYPTO/DTPKC.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
+../CRYPTO/EvalAdd.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalAdd.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalSub.h
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+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
+../CRYPTO/EvalDiv100.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv100.h
+../CRYPTO/EvalEntropy.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalEntropy.h
+../CRYPTO/EvalProba.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalProba.h
+../CRYPTO/EvalHBound.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalHBound.h
+../CRYPTO/SkeySwitch.h
+/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/SkeySwitch.h
+../CRYPTO/EvalCmp.h
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