Lately, haven't you noticed that AIs like Gemini are becoming unstable or crashing with errors late at night? Just because user demand is exploding, it's too cost-inefficient to infinitely add ...

friflo Vectorization is a C# source generator used to vectorize idiomatic floating point math for x86-64 processors from Intel and AMD using AVX. It is basically the counter part for auto ...

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 It is superseded by Dr.Jit.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 ...

Vectorization is a powerful optimization technique that significantly boosts the performance of high performance computing applications operating on large data arrays. Despite decades of research on ...

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 ...

Abstract: Optimizing compilers apply numerous interdependent optimizations, leading to the notoriously difficult phase-ordering problem - that of deciding which transformations to apply and in which ...

Abstract: SIMD vectors help improve the performance of certain applications. The code gets vectorized into SIMD form either by hand, or automatically with auto-vectorizing compilers. The ...