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 ...

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 It is superseded by Dr.Jit.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 ...

Abstract: 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 ...

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 ...