public override IVolume Forward(IVolume input, bool isTraining = false)
{
this.InputActivation = input;
var outputActivation = input.CloneAndZero();
var length = input.Length;
#if PARALLEL
Parallel.For(0, length, i =>
#else
for (var i = 0; i < length; i++)
#endif
{ outputActivation.Set(i, Math.Tanh(input.Get(i))); }
public override IVolume Forward(IVolume input, bool isTraining = false)
{
this.InputActivation = input;
var volume2 = input.CloneAndZero();
var length = input.Length;
for (var i = 0; i < length; i++)
{
volume2.Set(i, 1.0 / (1.0 + Math.Exp(-input.Get(i))));
}
this.OutputActivation = volume2;
return(this.OutputActivation);
}
public override IVolume Forward(IVolume input, bool isTraining = false)
{
this.InputActivation = input;
var outputActivation = input.CloneAndZero();
var length = input.Length;
Parallel.For(0, length, i =>
{
outputActivation.SetWeight(i, Math.Tanh(input.GetWeight(i)));
});
this.OutputActivation = outputActivation;
return(this.OutputActivation);
}