/// <summary>
/// Create a copy of the current Tensor, actively syncing there data in a blocking way.
/// </summary>
public Tensor DeepCopy()
{
// @TODO: use Tensor allocator
var copy = new Tensor(shape, $"clone of {name}");
if (m_TensorOnDevice is ICloneable)
{
UploadIfDirty();
var copyOfTensorData = (m_TensorOnDevice as ICloneable).Clone() as ITensorData;
copy.PinToDeviceAndDownloadFromIt(copyOfTensorData);
}
else
{
PrepareCacheForAccess();
copy.PrepareCacheForAccess();
Array.Copy(m_Cache, 0, copy.m_Cache, 0, length);
}
return(copy);
}
public virtual void FlushSchedule(bool blocking)
{
// force execution of scheduled ops by requesting results of the intermedite tensor from the device
m_SyncTensor.PrepareCacheForAccess(blocking);
}