public CrossEntropyLoss(SyftController controller)
{
init("crossentropyloss");
#pragma warning disable 420
id = System.Threading.Interlocked.Increment(ref nCreated);
controller.addModel(this);
}
public Sigmoid(SyftController controller)
{
init("sigmoid");
#pragma warning disable 420
id = System.Threading.Interlocked.Increment(ref nCreated);
controller.addModel(this);
}
public ReLU(SyftController controller, GraphProto graph)
{
init(this.name);
#pragma warning disable 420
id = System.Threading.Interlocked.Increment(ref nCreated);
controller.addModel(this);
}
public Softmax(SyftController controller, GraphProto graph)
{
init(this.name);
this.dim = (int)graph.Node[0].Attribute[0].I;
#pragma warning disable 420
id = System.Threading.Interlocked.Increment(ref nCreated);
controller.addModel(this);
}
public Softmax(SyftController controller, int dim)
{
init(this.name);
this.dim = dim;
#pragma warning disable 420
id = System.Threading.Interlocked.Increment(ref nCreated);
controller.addModel(this);
}
public Policy(SyftController _controller, Layer _model)
{
init("policy");
controller = _controller;
model = _model;
#pragma warning disable 420
id = System.Threading.Interlocked.Increment(ref nCreated);
controller.addModel(this);
}
public Embedding(SyftController controller, int numEmbeddings, int embeddingDim)
{
init("embedding");
this.controller = controller;
_numEmbeddings = numEmbeddings;
_embeddingDim = embeddingDim;
int[] weightShape = { _numEmbeddings, _embeddingDim };
var weights = controller.RandomWeights(_numEmbeddings * _embeddingDim);
_weights = controller.floatTensorFactory.Create(_shape: weightShape, _data: weights, _autograd: true, _keepgrads: true);
parameters.Add(_weights.Id);
#pragma warning disable 420
id = System.Threading.Interlocked.Increment(ref nCreated);
controller.addModel(this);
}