Running local models on Macs gets faster with Ollama’s MLX support

Ollama, a runtime system for operating large language models on a local computer, has introduced support for Apple’s open ...
Unite.AI

124x Slower: What PyTorch DataLoader Actually Does at the Kernel Level

This article is based on findings from a kernel-level GPU trace investigation performed on a real PyTorch issue (#154318) using eBPF uprobes. Trace databases are published in the Ingero open-source ...
IEEE

Optimizing Machine Learning Models for Human Activity Recognition via Feature Engineering and Selection

Abstract: This paper explores human activity recognition (HAR) using machine learning models to classify activities based on sensor data with high precision. The study leverages the UCI HAR dataset, ...
IEEE

TextSLR: Learning Text-Aware Representations for Sign Language Recognition

Abstract: Sign language recognition (SLR), as a fine-grained classification task, has long faced challenges, such as motion ambiguity, semantic similarity, and unclear class boundaries. Existing ...