launcher.dat

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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Case folders %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

DATADIR=C:\Users\juan.ramos\CGGAN

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Analysis %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

TYPEANALYSIS=TRAINGENERATE   % SINGLETRAINING, SENSANALYSIS, TRAINGENERATE, GENERATE, DATAGEN, PLOTACTIVATIONS
IMPORTMODEL=0

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Training parameters %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

% Training parameters
TRAINSIZE=0.75
LEARNINGRATE=0.0001
L2REG=0.01
L1REG=0.0
L3REG=30
DROPOUT=0.2
EPOCHS=40
EPOCHITER=100
BATCHSIZE=32
NOISEDIM=1024
ACTIVATION=GELU  # NONE, RELU, ELU, GELU, LEAKYRELU, SWISH, SIGMOID, TANH
% When sensitivity analysis, indicate activations separated by commas --> ACTIVATION=RELU,SWISH

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Dataset Augmentation %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

AUGDATA=1
AUGDATASIZE=1

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Image processing %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%IMAGERESIZE=(600,400)  % (width, height)
IMAGERESIZE=(48,48)  % (width, height)

% Rotation
ROTATION=1
ROTATIONCENTER=(NONE,NONE)
ROTATIONANGLE=-90
% Zoom
ZOOM=0
ZOOMFACTOR=1.3
% Translation
TRANSLATION=0
TRANSLATIONDIST=(0,0)
% Filter
FILTER=0
FILTERTYPE=GAUSSIAN
FILTERPARAM=(SIZE,5,SIGMA,3)
%FILTERPARAM=(D,20,SIGMACOLOR,5,SIGMASPACE,3)
% Flip
FLIP=0
FLIPTYPE=VERTICAL
%FLIPTYPE=HORIZONTAL

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Samples generation %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

NSAMPLESGEN=30

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Activation plotting %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

NCOLS=3
ROWS2COLS=1
NSAMPLESACT=1

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