/// <inheritdoc/>
public Tensor[] LSTM(Tensor X, Tensor[] W, Tensor[] R, Tensor[] Wb, Tensor[] Rb, Tensor hidden, Tensor cell)
{
var O = m_Ops.LSTM(X, W, R, Wb, Rb, hidden, cell);
LogLayerSummary($"X: {X.shape} hidden: {hidden.shape} cell: {cell.shape}");
LogOutputTensorSummary(O[0], Prefix + nameof(IOps.LSTM));
return O;
}
/// <inheritdoc/>
public Tensor[] LSTM(Tensor X, Tensor[] W, Tensor[] R, Tensor[] Wb, Tensor[] Rb, Tensor hidden, Tensor cell)
{
var O = m_Ops.LSTM(X, W, R, Wb, Rb, hidden, cell);
// @TODO: not implemented
return(O);
}
/// <inheritdoc/>
public Tensor[] LSTM(Tensor X, Tensor[] W, Tensor[] R, Tensor[] Wb, Tensor[] Rb, Tensor hidden, Tensor cell)
{
var O = m_Ops.LSTM(X, W, R, Wb, Rb, hidden, cell);
D.Log($"X: {X.shape} hidden: {hidden.shape} cell: {cell.shape}");
O[0].PrintDataPart(32, Prefix + nameof(IOps.LSTM));
return(O);
}
/// <inheritdoc/>
public Tensor[] LSTM(Tensor X, Tensor[] W, Tensor[] R, Tensor[] Wb, Tensor[] Rb, Tensor hidden, Tensor cell)
{
var O = m_Ops.LSTM(X, W, R, Wb, Rb, hidden, cell);
// @TODO: not implemented
m_Alu += 0;
m_Mem += 0;
RegisterLayerStats();
return(O);
}
/// <inheritdoc/>
public Tensor[] LSTM(Tensor X, Tensor[] W, Tensor[] R, Tensor[] Wb, Tensor[] Rb, Tensor hidden, Tensor cell)
{
var Y = m_Ops1.LSTM(X, W, R, Wb, Rb, hidden, cell);
var Z = m_Ops2.LSTM(X, W, R, Wb, Rb, hidden, cell);
for (int i = 0; i < Y.Length; i++)
{
CheckSame(Y[i], Z[i], Layer.Type.LSTM);
}
return(Y);
}