Area of Application

There are several applications in the ML and DL field, and those have different algorithmic characteristics. In the ML field, Apache Spark or Scikit-learn are widely used, often in applications that require a very high memory bandwidth. On the other hand, frameworks like TensorFlow or Pytorch are very famous in the DL field. Those applications require higher peak performance rather than memory bandwidth.

The SX-Aurora TUBASA Vector Engine can be used for different types of applications and working areas.