Quantization Aware Training News Today

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 econo...

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.

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.

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.

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

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Atlantik Elektronik offers products and solutions designed for 5G and edge computing and can help you seize the opportunities and overcome the challenges that these technologies bring.

Embedding Artificial Intelligence onto low-power devices is a challenging task that has been partly overcome with recent advances in machine learning and hardware design. Presently, deep neural networks can be deployed on embedded targets to perform different tasks such as speech recognition, object detection or Human Activity Recognition. However, there is still room for optimization of deep neural networks onto embedded devices. These optimizations mainly address power consumption, memory and ...