EMBL-EBI scientists and collaborators at Heidelberg University have developed CORNETO, a new computational tool that uses machine learning to gain meaningful insights from complex biological data.

Unlock the future of software development with Meta's LLM Compiler. This article delves into Meta's AI-powered compiler design, showcasing its potential to revolutionize code optimization. Discover ...

When disassembling, it creates correct disassembly 14% of the time. On both tasks, the LLM Compiler FTD models significantly outperform comparable LLMs, such as Code Llama and GPT-4 Turbo. The ...

Meta unveils LLM Compiler, an AI-powered suite of models revolutionizing code optimization and compilation, promising faster, more efficient software development and new frontiers in AI-assisted ...

Researchers present Relax. It is a compiler abstraction for optimizing end-to-end dynamic machine learning workloads. It has first-class symbolic shape annotations to track dynamic shape computations ...

In addition, the book includes an introduction to artificial neural networks, convex optimization, multi-objective optimization and applications of optimization in machine learning. About the Purdue ...

A compiler is a program that translates a set of instructions described in a high-level language that humans can process into machine-readable instructions. The resulting output of the compiler is a ...

Google’s new Machine Learning Guided Optimization (MLGO) is an industrial-grade general framework for integrating machine-learning (ML) techniques systematically in a compiler and in particular ...