public void CalculateTanh(TanhLayer layer)
{
var dims = ComputeBlocksTreads(layer.Outputs.Length);
Gpu.Launch(dims.Item1, dims.Item2).CalculateTanhGPU(
layer.Inputs.GPUArray,
layer.Outputs.GPUArray,
layer.Outputs.Length
);
}
public void BackPropagateTanh(TanhLayer layer)
{
var dims = ComputeBlocksTreads(layer.Inputs.Length);
Gpu.Launch(dims.Item1, dims.Item2).BackPropagateTanhGPU(
layer.Inputs.Length,
layer.InputGradients.GPUArray,
layer.Gradients.GPUArray,
layer.Outputs.GPUArray
);
}
public TanhLayer AddTanhLayer(string id = "")
{
var lastLayer = Layers.Last();
if (lastLayer == null)
{
throw new Exception("There must be one or more layers in the network");
}
var tanhLayer = new TanhLayer(_gpuModule, lastLayer, id: id);
Layers.Add(tanhLayer);
return(tanhLayer);
}
public void BackPropagateTanh(TanhLayer layer)
{
var dims = ComputeBlocksTreads(layer.Inputs.Length);
Gpu.Launch(dims.Item1, dims.Item2).BackPropagateTanhGPU(
layer.Inputs.Length,
layer.InputGradients.GPUArray,
layer.Gradients.GPUArray,
layer.Outputs.GPUArray
);
}
public void CalculateTanh(TanhLayer layer)
{
var dims = ComputeBlocksTreads(layer.Outputs.Length);
Gpu.Launch(dims.Item1, dims.Item2).CalculateTanhGPU(
layer.Inputs.GPUArray,
layer.Outputs.GPUArray,
layer.Outputs.Length
);
}
public TanhLayer AddTanhLayer(string id = "")
{
var lastLayer = Layers.Last();
if (lastLayer == null) throw new Exception("There must be one or more layers in the network");
var tanhLayer = new TanhLayer(_gpuModule, lastLayer, id: id);
Layers.Add(tanhLayer);
return tanhLayer;
}
