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

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 ,

Geekbench ML 0.6 starts testing macOS and other platforms

A new preview of Geekbench ML 0.6 brings the machine learning benchmark tool to more platforms, with macOS included in the list for the first time alongside iOS. ....

Mac App , Mac App Store , Apple Silicon Mac , Depth Estimation , Style Transfer , Quantization Aware Training , Post Training Integer , Machine Learning ,

Geekbench ML 0.6 lets you directly compare Mac against iPhone - macOS Discussions on AppleInsider Forums

A new preview of Geekbench ML 0.6 brings the machine learning benchmark tool to more platforms, with macOS included in the list for the first time alongside iOS. ....

Mac App , Mac App Store , Apple Silicon Mac , Depth Estimation , Style Transfer , Quantization Aware Training , Post Training Integer ,

Geekbench ML 0.6 starts testing macOS and other platforms

A new preview of Geekbench ML 0.6 brings the machine learning benchmark tool to more platforms, with macOS included in the list for the first time alongside iOS. ....

Mac App , Article Hero , Mac App Store , Apple Silicon Mac , Depth Estimation , Style Transfer , Quantization Aware Training , Post Training Integer ,

Neural Network Model quantization on mobile

The general definition of quantization states that it is the process of mapping continuous infinite values to a smaller set of discrete finite values. . ....

Neural Network , Large Language Models , Tensorflow Lite , Post Training Quantization , Quantization Aware Training , Neural Network Model Quantization On Mobile , Arm Blogs , Oberto Lopez Mendez ,