This repository is supplementary to our paper, CompilerDream: Learning a Compiler World Model for General Code Optimization [Arxiv]. We provide the code of our experiments, along with the training ...

The growing complexity and high efficiency requirements of embedded systems call for new code optimization techniques and architecture exploration, using retargetable C and C++ compilers. The first ...

Optimize code using binary notation Code optimization can be more creative than compilers and instruction-level parallelism. Here are specific ways to optimize code using hardware resources with ...

The newest version of Mistral's code generation model Codestral aims to be more efficient and generate code twice as fast.

Android engineers at Google added support for the Java and Kotlin programming languages to Compiler Explorer, an open source tool aimed at exploring how compilers work by compiling code in real ...

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 ...