A tensor is a mathematical object used to represent multi-dimensional arrays of data. Tensors generalize scalars (0-dimensional), vectors (1-dimensional), and matrices (2-dimensional) to higher-dimensional arrays. In Intel FPGAs, three tensors are provided in every single DSP block and each supports up to 40 INT8 operations per clock.