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Python, C, Assembly - 2'500x Faster Cosine Similarity 📐

In this fourth article of the “Less Slow” series, I’m accelerating Unum’s open-source Vector Search primitives used by some great database and cloud providers to replace Meta’s FAISS and scale-up search in their products. This time, our focus is on the most frequent operation for these tasks - computing the the Cosine Similarity/Distance between two vectors. It’s so common, even doubling it’s performance can have a noticeable impact on applications economics. ....

Xeon Cpus , Unum Usearch , Unum Uform , Jensen Shannon , Architectures Software Developer , Vector Search , Machine Learning , Information Retrieval , Gen Intel Xeon , Sapphire Rapids , Between Python , Quantization Aware Training , Precision Support , Basic Linear Algebra Subroutines , Cosine Similarity , Google Benchmark , Ash Vardanian , Software Developer , Less Slow ,

Digital toolkit to help clinicians prevent childhood obesity

University of Queensland researchers are collaborating with an extensive range of health professionals to re-design and improve strategies to prevent childhood obesity.Aware of the powerful role played by digital technologies, Dietitian and UQ Resear ....

Robyn Littlewood , Oliver Canfell , Muq Research , Uq Global Change Institute , University Of Queensland , Digital Health Research Network , Precision Support , Preventing Childhood Obesity , Wellbeing Queensland , Clinicians Hub , Chief Executive , Change Institute ,