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float act= | Activation function - 0:sigmoid 1:tanh 2:relu 3:identity
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float alpha= | Regularization coeff. If not, set alpha=0
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file bias1= | auxiliary input file name
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file bias1out= | auxiliary output file name
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file bias2= | auxiliary input file name
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file bias2out= | auxiliary output file name
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file label= | auxiliary input file name
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float lossfunc= | Loss function - 0:MSE 1:L1
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float opt= | Optimization method - 0:SGD 1:momentum 2:Adam
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float reg= | Regularization - 0:L2 1:L1
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file valdata= | auxiliary input file name
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file vallabel= | auxiliary input file name
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file valloss= | auxiliary output file name
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file weight1= | auxiliary input file name
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file weight1out= | auxiliary output file name
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file weight2= | auxiliary input file name
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file weight2out= | auxiliary output file name
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