by Pieter Luitjens | Sep 1, 2020 | Machine Learning, Security
AI is rapidly being deployed around the world in many different use cases, with few guidelines for manufacturers, developers, and operators to follow. Along with the complexity of creating the technology, there remain many unanswered legal questions. As the CTO of a...
by Pieter Luitjens | Jun 12, 2020 | Machine Learning
The new Tensorflow Lite XNNPACK delegate enables best in-class performance on x86 and ARM CPUs TL;DR: The new Tensorflow Lite XNNPACK delegate enables best in-class performance on x86 and ARM CPUs — over 10x faster than the default Tensorflow Lite backend in some...
by Pieter Luitjens | Jan 21, 2020 | Machine Learning, Uncategorized
Some techniques to improve DALI resource usage & create a completely CPU-based pipeline. Up to 4x faster PyTorch training TL;DR: I showcase some techniques to improve DALI resource usage & create a completely CPU-based pipeline. These techniques stabilize...
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