- Design and develop the architecture, interface and features of the GPU kernel library
- Keep improving the quality and performance of the library and its GPU kernels
- Explore and expand the boundary of innovative technologies like GPU code generation and fusion
- Contribute to NVIDIA's AI business by collaborating closely with DL product teams as well as kernel development teams
- MS, PhD or equivalent in relevant fields (CS, EE, Math)
- 2+ years of relevant work or research experience
- Strong programming skills in C, C++, and Python
- Excellent problem solving skills and learning capability
- Experience with designing software architecture, interfaces, and building testing infrastructures
- Good communication and a great teammate
- Familiar with CUDA programming and GPU architecture
- Familiar with TensorRT/cuDNN/cuBLAS etc.
- Background with DL fundamentals, frameworks, graph compilers, LLVM, MLIR etc.
- Hands-on experience in development on Linux and Windows platforms, C++ build tools like CMake and DevOps tools, including Docker, Jenkins, Kubernetes etc.
- Track record of mentoring junior engineers and leading a project and a team
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Deep Learning Performance Architect - Beijing, 中国 - NVIDIA
描述
We are now looking for a Deep Learning Architect
Are you passionate about exploring computer architectures for AI? Do you like to build the industry leading product at the intersection of hardware and software? We are seeking world-class programmers and performance architects who love to squeeze out every cycle of performance from deep learning codes. In this role, you will craft and maintain a library that ships our best-performing GPU kernels to NVIDIA's industry-leading AI products. This position in our team offers the opportunity to have real impact in a fast-moving, technology-focused company.
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