Machine learning has emerged as a transformative approach to compiler optimisation by automating decisions that were traditionally based on heuristics or exhaustive search. At its core, this research ...

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IBM is announcing on Tuesday availability of an open source machine learning compiler, which the company said intelligently optimizes applications, thus meaning shorter development times and bigger ...

In a previous blog post, we discussed the benefits of using automation to maximize the performance of a system. One use case I mentioned was compiler flag mining, and the fact that performance is ...

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A Korean research team has unveiled a core technology which reduces the time and cost invested in developing artificial intelligence (AI) chips in small and medium-sized enterprises and startups.

At its annual re:Invent conference, AWS today rolled out a slew of new features for SageMaker, the company’s managed service for building, training and deploying machine learning (ML) models. Swami ...