阿里巴巴达摩院-编译器 DSL 开发专家-计算技术
社招全职3年以上技术-芯片地点:北京 | 杭州 | 上海状态:招聘
任职要求
1. 有 Triton/MLIR/LLVM 编译器框架的实际开发经验,具备进行 kernel 级别优化和调优的能力。 2. 熟悉分布式通信技术,了解 NCCL/MPI/Shmem 等通信库,…
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工作职责
从事面向芯片的高性能 DSL 编译器研发工作,主要工作内容包括: 1. 基于领域专用语言,探索软硬件协同优化方案,充分挖掘硬件性能潜力。 2. 研发面向分布式场景的 DSL 语义表达,支持高效集合通信原语表达与优化。 3. 研发面向芯片的自动代码生成和优化技术,提升性能和硬件利用率。
包括英文材料
Triton Inference Server+
https://docs.nvidia.com/deeplearning/triton-inference-server/user-guide/docs/index.html
Triton Inference Server is an open source inference serving software that streamlines AI inferencing.
LLVM+
https://llvm.org/docs/GettingStarted.html
Welcome to the LLVM project!
https://llvm.org/docs/tutorial/
This is the “Kaleidoscope” Language tutorial, showing how to implement a simple language using LLVM components in C++.
https://mcyoung.xyz/2023/08/01/llvm-ir/
“LLVM” is an umbrella name for a number of software components that can be used to build compilers.
https://www.youtube.com/watch?v=Lvc8qx8ukOI
This is the first lecture from the "Programming Language with LLVM" course where we build a full programming language similar to JavaScript from scratch, using LLVM compiler infrastructure.
内核+
https://www.youtube.com/watch?v=C43VxGZ_ugU
I rummage around the Linux kernel source and try to understand what makes computers do what they do.
https://www.youtube.com/watch?v=HNIg3TXfdX8&list=PLrGN1Qi7t67V-9uXzj4VSQCffntfvn42v
Learn how to develop your very own kernel from scratch in this programming series!
https://www.youtube.com/watch?v=JDfo2Lc7iLU
Denshi goes over a simple explanation of what computer kernels are and how they work, alonside what makes the Linux kernel any special.
NCCL+
https://developer.nvidia.com/nccl
The NVIDIA Collective Communication Library (NCCL) implements multi-GPU and multi-node communication primitives optimized for NVIDIA GPUs and networking.
还有更多 •••