InAccel, a world-leader in application acceleration, has released today the new Accelerated Machine Learning Suite through leading cloud provider, Nimbix. The Nimbix Cloud offers both enterprise software users and application developers a platform for accelerated computing for next-generation applications. Xilinx Alveo accelerators represent the next horizon in computing that enables enterprises to run high performance data and compute-intensive applications and processing pipelines faster and more efficiently than ever. InAccel’s Accelerated Machine Learning Suite allows enterprise software users to perform machine learning training, for widely used algorithms such as logistic regression and k-means clustering, faster than ever using the state-of-the-art Xilinx Alveo cards. Specifically, the Accelerated Machine Learning Suite allows performance up to 10x faster the training of the models compared to contemporary multi-core processors.
The main advantage of the proposed framework is that it allows data scientists and machine learning engineers to utilize the hardware accelerators without changing a single line of code in their applications. InAccels’ suite provides all the required libraries and modules in order to offload the most computationally intensive tasks to the Alveo cards without changing the software source code. Data scientists and Machine Learning Engineers can with a simple click-of-a-button to evaluate the Accelerated Machine Learning Suite for logistic regression and k-means and compare it with CPU-only platforms. The Accelerated Machine Learning Suite is available to run on-demand on the Nimbix Cloud at https://www.nimbix.net/platform/.