Senior Deep Learning Compiler Engineer (GPU)
Company: Advanced Micro Devices
Location: San Jose
Posted on: October 9, 2024
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Job Description:
WHAT YOU DO AT AMD CHANGES EVERYTHINGWe care deeply about
transforming lives with AMD technology to enrich our industry, our
communities, and the world. Our mission is to build great products
that accelerate next-generation computing experiences - the
building blocks for the data center, artificial intelligence, PCs,
gaming and embedded. Underpinning our mission is the AMD culture.
We push the limits of innovation to solve the world's most
important challenges. We strive for execution excellence while
being direct, humble, collaborative, and inclusive of diverse
perspectives.AMD together we advance_ The RoleIREE is an open
source, MLIR based, compilation stack that supports compilation of
ML models on multiple target architectures. For many of these
architectures, like x86, ARM, RISC-V, as well as some APUs, LLVM
compilation is the last layer of the compilation stack. In this
role, the candidate will be expected to enhance the LLVM
compilation on current and future AMD GPUs.The role is expected to
be central to be able to achieve good performance on various LLVM
based GPU backends using IREE and will have a direct impact on
effective deployment of ML models on AMD devices.The personThis
role is ideal for someone who has experience with LLVM; knows/is
interested in learning the best way to achieve good performance on
given architecture. This person must be able to understand the
current MLIR/LLVM based compilation flow, to effectively identify
opportunities for optimization at various levels of the stack. They
must be able to design and implement these optimizations either in
LLVM or in MLIR, to optimize the binary generated by the compiler.
The person must also enjoy working in open-source projects like
MLIR, LLVM and IREE and be able to engage with the community
effectively. This role is ideal for someone who might be new to
MLIR but is interested in contributing to it.Key
responsibilities
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Keywords: Advanced Micro Devices, Santa Clara , Senior Deep Learning Compiler Engineer (GPU), Engineering , San Jose, California
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