JAX is one of the fastest-growing tools in machine learning, and this video breaks it down in just 100 seconds. We explain how JAX uses XLA, JIT compilation, and auto-vectorization to turn ordinary ...

With the continuous enhancement of remote sensing image resolution and the rapid advancement of deep learning techniques, land cover mapping is undergoing a significant transformation from pixel-level ...

Please be advised that Enoki is no longer being maintained. It is superseded by Dr.Jit. Enoki is a C++ template library that enables automatic transformations of ...

CubeCL is a Rust language extension, a Just-in-Time compiler, and a set of runtimes for writing high-performance compute kernels. A single #[cube] Rust function compiles on demand to CUDA, HIP, Metal, ...

Abstract: Maps are indispensable foundation for autonomous driving to provide prior knowledge of road structures. Constructing maps in a crowdsourcing manner has been a research hotspot in order to ...

Although a serious engineering challenge, database vectorization delivers orders-of-magnitude performance boosts for a real-time analytics engine such as StarRocks. Here’s how we did it. Improving ...

The primary somatosensory cortex (S1) of mammals is critically important in the perception of touch and related sensorimotor behaviors. In 2015, the Blue Brain Project (BBP) developed a groundbreaking ...