Intel and TruEra
Fast, effective AI Quality management for companies driving high performance ML and trustworthy AI
Testing and analyzing machine learning models is a compute-intensive process. TruEra is working closely with Intel through the Intel® Disruptor Initiative to optimize its solutions for Intel® processors and technologies, including 4th Gen Intel® Xeon® Scalable processors.
For example, Intel and TruEra are collaborating to accelerate AI pipelines and drive model quality. The collaboration team recently validated TruEra’s ability to integrate with Intel® architecture-optimized frameworks such as Intel® Extension for Sci-kit Learn, Intel® Extension for PyTorch, Intel® Distribution of Modin and the Intel optimizations included in XGBoost.
The collaboration between TruEra and Intel is ongoing, with plans to develop several joint pipelines that showcase optimized, end-to-end model training, deployment, and explainability workflows. Intel and TruEra are also working to optimize TruEra algorithms on Intel processors for even more accelerated analyses. You can read more about our progress in the TruEra blog.
“AI Quality and explainability have emerged as huge hurdles for enterprises, ones that often prevent them from achieving a return on their AI investments. In teaming with TruEra, Intel is helping to remove those hurdles by enabling enterprises to access AI evaluation, testing and monitoring capabilities that can help them leverage AI for measurable business impact.”
Arijit Bandyopadhyay, CTO – Enterprise Analytics & AI, Head of Strategy – Enterprise & Cloud, Data Center and Artificial Intelligence Group at Intel Corporation
Results
Performance improvement on an end-to-end machine learning workload that predicts an individual’s income based on the respondent’s sex, age, education, and household information from US census data.
“Intel’s latest generation of processors helps TruEra to test and analyze machine-learning models even faster, saving critical time and effort, while making AI more robust.”
Shayak Sen, CTO, TruEra
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