input1 = float(inputRow[0]);
output = float(outputRow[0]);
firstTS = time.time();
dStreamIITest.execute([input1, input2]);
theor = output;
secondTS = time.time();
dStreamIITimestamps["test" + str(executeSample)] = secondTS - firstTS;
dStreamIITimestamps["delta" + str(executeSample)] = abs(output - theor);
runningTotal += output;
dStreamIITest.printClusters()
avgActual = runningTotal/(1.0*numExecuteSamples);
firstTS = time.time();
encryptedFile = dStreamIITest.encrypt(inputFilePath)
secondTS = time.time();
dStreamIITimestamps["encrypt"] = secondTS - firstTS;
firstTS = time.time();
decryptedFile = dStreamIITest.decrypt(inputFilePath+"EncryptOut.csv")
secondTS = time.time();
dStreamIITimestamps["decrypt"] = secondTS - firstTS;
netLoadingTime = 0;
for i in range(numTrainingSamples):
netLoadingTime += dStreamIITimestamps["load" + str(i)];
netExecuteTime = 0;
runningMAE = 0.0;
for i in range(numExecuteSamples):
