NPU Compiler
4 weeks ago
Samsung’s NPU (Neural Processing Unit) software team provides exciting opportunity for compiler engineers to enable deep learning workload on the NPU sub-system for best performance and power. This role will require development and commercialization of compilers for NPU, DSP and other proprietary vector processors to meet project KPIs for performance, power and accuracy.
Key Responsibilities:
- Design and development of compilers for machine learning workloads on custom hardware like NPU and DSP.
- Collaborate with cross-functional teams, including algorithm engineers, system software teams to identify and address performance and accuracy bottlenecks
- Troubleshoot and debug compiler-related issues and provide technical support to customers.
- Conduct research and development in the field of machine learning compiler optimization.
- Contribute to the development of compiler documentation and user guides.
Requirements:
- Experience with C++ 14/17 (advanced features), Python development
- Hands-on Experience with OOD, TDD development solutions
- Experience in profiling software and software Optimization techniques
- Experience in machine learning frameworks and neural network architectures ML compiler workload synthesis (Preferable)
- Prior working experience in hardware accelerators and hardware-software co-design
- LLVM or any industrial-strength compiler development experience is a plus.
- Good understanding of System Software, SoC architecture.
- Knowledge of the architecture and understanding of compiler internals (Preferable)
- Knowledge of hardware architectures such as CPUs, GPUs, and TPUs. (Preferable)
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Npu compiler
4 weeks ago
Bengaluru, India Samsung Semiconductor Full timeSamsung’s NPU (Neural Processing Unit) software team provides exciting opportunity for compiler engineers to enable deep learning workload on the NPU sub-system for best performance and power. This role will require development and commercialization of compilers for NPU, DSP and other proprietary vector processors to meet project KPIs for performance,...
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Samsung Semiconductor | NPU Compiler | bangalore
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Bengaluru, India Samsung Semiconductor Full timeSamsung’s NPU (Neural Processing Unit) software team provides exciting opportunity for compiler engineers to enable deep learning workload on the NPU sub-system for best performance and power. This role will require development and commercialization of compilers for NPU, DSP and other proprietary vector processors to meet project KPIs for performance,...
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