Orange C is currently a Win32 C++ compiler. Long term it is going to be retargetable. The Orange C package also includes a C compiler for .Net, which compiles to MSIL/CIL. It is an offshoot of Orange ...
Abstract: The past few years, traditional compiler optimization methods have been found to be further enhanced by machine learning (ML), deep learning (DL) and reinforcement learning (RL). These ...
Abstract: Search-based techniques have been demonstrated effective in solving complex optimization problems that arise in domain-specific compilers for machine learning (ML). Unfortunately, deploying ...
CHR.js is a just-in-time (JIT) compiler for Constraint Handling Rules, embedded in JavaScript. For better runtime performance it supports ahead-of-time (AOT) compilation too, either by its command ...
This project aims to build a deep learning compiler and optimizer infrastructure that can provide automatic scalability and efficiency optimization for distributed and local execution. Overall, this ...