public void Reshape(params int[] dimensions)
{
if (_TensorLayout == 2)
{
_Shape = new Shape(dimensions);
}
else
{
ChangeTensorLayout(2);
_Shape = new Shape(dimensions);
_Shape.ChangeTensorLayout(2);
ChangeTensorLayout(1);
}
}
/// <summary>
/// Allocate memory by dtype, shape, tensororder (default column wise)
/// </summary>
/// <param name="dtype">storage data type</param>
/// <param name="shape">storage data shape</param>
/// <param name="tensorOrder">row or column wise</param>
public void Allocate(Type dtype, IShape shape, int tensorOrder = 1)
{
_DType = dtype;
_Shape = shape;
_Shape.ChangeTensorLayout(tensorOrder);
int elementNumber = 1;
for (int idx = 0; idx < shape.Dimensions.Length; idx++)
{
elementNumber *= shape.Dimensions[idx];
}
_values = Array.CreateInstance(dtype, elementNumber);
_TensorLayout = tensorOrder;
}