/// <summary>
/// Create Value object from OneHotVector input as batch of sequences data with sequenceStratFlags, for 1D tensor only.
/// </summary>
/// <typeparam name="T">data type</typeparam>
/// <param name="dimension">data dimension</param>
/// <param name="sequences">data sequences</param>
/// <param name="sequenceStartFlag">true indicates that it is a new sequence.
/// false means a continuation of a previous sequence.</param>
/// <param name="device">device</param>
/// <param name="readOnly">whether it a readonly value</param>
/// <returns></returns>
public static Value Create <T>(int dimension,
IEnumerable <IEnumerable <int> > sequences,
IEnumerable <bool> sequenceStartFlags,
DeviceDescriptor device,
bool readOnly = false)
{
var seqFlags = Helper.AsBoolVector(sequenceStartFlags);
var inputSeqVector = new SizeTVectorVector();
foreach (var seq in sequences)
{
var s = Helper.AsSizeTVector(seq);
inputSeqVector.Add(s);
}
if (typeof(T).Equals(typeof(float)))
{
return(Value._CreateOneHotFloat((uint)dimension, inputSeqVector, seqFlags, device, readOnly));
}
else if (typeof(T).Equals(typeof(double)))
{
return(Value._CreateOneHotDouble((uint)dimension, inputSeqVector, seqFlags, device, readOnly));
}
else
{
throw new ArgumentException("The data type " + typeof(T).ToString() + " is not supported. Only float or double is supported by CNTK.");
}
}