<html><head><meta http-equiv="Content-Type" content="text/html; charset=utf-8"></head><body style="word-wrap: break-word; -webkit-nbsp-mode: space; line-break: after-white-space;" class="">Hi swift-users,<div class=""><br class=""></div><div class="">I’m sharing a project I created in academia. DLVM is a modern compiler infrastructure for deep learning systems, inspired obviously by LLVM and SIL. DLVM has a linear algebra IR, automatic differentiation, domain-specific optimizations and a CPU/GPU code generator. NNKit, a staged linear algebra DSL embedded in Swift (described in the paper), targets DLVM for optimizations and code generation.</div><div class=""><br class=""></div><div class="">The project is written entirely in Swift!</div><div class=""><br class=""></div><div class=""><div class="">Here are some related publications:</div><div class="">1. DLVM: A modern compiler framework for neural network DSLs</div><div class=""> - Will be presented at the ML Systems Workshop at NIPS 2017</div><div class="">2. DLVM: A modern compiler infrastructure for deep learning systems </div></div><div class=""> - Pre-print: <a href="https://arxiv.org/abs/1711.03016" class="">https://arxiv.org/abs/1711.03016</a></div><div class=""><br class=""></div><div class="">For more information, please visit:</div><div class=""><a href="http://dlvm.org" class="">http://dlvm.org</a></div><div class=""><br class=""></div><div class="">-Richard</div><div class=""><br class=""></div></body></html>