These are exciting times for computing, where context aware reasoning and domain specific compiler optimizations could represent an entirely new level of computing.

在当今快速发展的科技世界中，编译器优化一直是提升软件性能的关键。Meta最近推出的LLM Compiler，正是为了解决这一需求而设计的工具。它利用 LLM ...

Compiler Optimizations Using Machine Learning Publication Trend The graph below shows the total number of publications each year in Compiler Optimizations Using Machine Learning.

The compiler’s profile-guided optimization features use runtime profiling data to identify hot spots and bottlenecks and suggest source code changes that can improve further optimizations.

In this excerpt from his book "Write Great Code," Randall Hyde introduces the common optimizations that compilers perform, and when a programmer should consider using or disabling them.

To test the ATMEL GCC Compiler Optimization with respect to loop and IO timing I wrote a simple little SPI type data output routine that simulates bit/bang IO with high level ASF (Application Specific ...

This technique should generally be used at the end of the optimization process. Increasing Demands Compiler optimization technologies are continually advancing. As the demand placed on embedded ...

However, compilers cannot produce optimized code without assistance from the programmer. To maximize the performance, the programmer must tune the compiler using various compilation options.

Described by IBM as “a pioneer in compiler organization and optimization algorithms,” she made numerous significant contributions to the field. Continue reading → ...

Microsoft Build for OpenJDK adds an experimental compiler optimization that promotes scalar replacement of objects involved in object allocation merges, easing garbage collection and improving ...