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Deep Learning Compiler Technologies

Room: 2124 Siebel Center

Speaker: Richard Wei
"I'll be giving an overview of my research project, DLVM (Deep Learning Virtual Machine) and TEL (the Tensor Expression Language). DLVM is a domain-specific compiler framework for deep learning, based on LLVM. TEL, a domain-specific programming language based on DLVM, provides an easy way to build type-safe, GPU-accelerated neural networks with convenient interoperability with C and Swift.  Since the entire infrastructure of DLVM and TEL is written in Swift, I'll be sharing my experience in building complex system software in Swift."