public override TorchTensor forward(TorchTensor input)
{
var l11 = conv1.forward(input);
var l12 = relu2.forward(l11);
var l21 = conv2.forward(l12);
var l22 = relu2.forward(l21);
var l23 = pool1.forward(l22);
var l24 = dropout1.forward(l23);
var x = flatten.forward(l24);
var l31 = fc1.forward(x);
var l32 = relu3.forward(l31);
var l33 = dropout2.forward(l32);
var l41 = fc2.forward(l33);
return(logsm.forward(l41));
}
public override TorchTensor forward(TorchTensor input)
{
using (var l11 = conv1.forward(input))
using (var l12 = pool1.forward(l11))
using (var l13 = relu1.forward(l12))
using (var l21 = conv2.forward(l13))
using (var l22 = pool2.forward(l21))
using (var l23 = dropout1.forward(l22))
using (var l24 = relu2.forward(l23))
using (var x = flatten.forward(l24))
using (var l31 = fc1.forward(x))
using (var l32 = relu3.forward(l31))
using (var l33 = dropout2.forward(l32))
using (var l41 = fc2.forward(l33))
return(logsm.forward(l41));
}