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 ...

Hyperparameter optimization lies at the core of developing robust and reliable machine learning models. Unlike parameters learned during training, hyperparameters are set prior to the learning process ...

Microchip Technology has announced that its MPLAB XC Pro Compilers and MPLAB Machine Learning (ML) Development Suite are now available free of charge, expanding developer access to advanced software ...