289289
290290""" Function that load data from the CSV file for Synthetic database """
291291function loadCSV_Synthetic(Param_Data)
292+ @info " Loading Data"
292293 augmentationType = Param_Data. Augmentation_Value. augmentationType
293294 ChunkSize = Param_Data. Chunksize
294295 Param_Data. nbTx = Param_Data. nbTx
@@ -318,6 +319,7 @@ function loadCSV_Synthetic(Param_Data)
318319 end
319320 end
320321 # Labels
322+ @info " Before loading Data"
321323 fileLabelTest= " $(savepath) /bigLabelsTest.csv"
322324 Y_testTemp = Matrix(DataFrame(CSV. File(fileLabelTest;types= Int64,header= false )))
323325 fileLabelTrain= " $(savepath) /bigLabelsTrain.csv"
@@ -331,7 +333,7 @@ function loadCSV_Synthetic(Param_Data)
331333 X_test = zeros(Float32, Param_Data. Chunksize,2 ,nbTest)
332334 Y_train = zeros(Param_Data. nbTx,nbTrain)
333335 Y_test = zeros(Param_Data. nbTx,nbTest)
334-
336+ @info " After Loading Data "
335337 for i in 1 : size(X_trainTemp)[1 ]
336338 X_train[:,1 ,i]= X_trainTemp[i,1 : Param_Data. Chunksize]
337339 X_train[:,2 ,i]= X_trainTemp[i,Param_Data. Chunksize+ 1 : Param_Data. Chunksize+ Param_Data. Chunksize]
@@ -346,7 +348,9 @@ function loadCSV_Synthetic(Param_Data)
346348 for i in 1 : size(Y_testTemp)[1 ]
347349 Y_test[Y_testTemp[i]+ 1 ,i]= 1
348350 end
351+ @info " return Data"
349352 return (X_train,Y_train,X_test,Y_test)
353+
350354end
351355
352356
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