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Samsung Research America

San Jose, California - United States
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Senior Performance Engineer - Power System

Description

Will be a key member of a team responsible to find, quantify, and drive GPU and system performance/Watt optimizations. The team will be responsible to:

  • Identify ways to improve performance/Watt and performance/mm2
  • Quantify the benefits and costs of each performance/Watt optimization
  • Develop flows that identify and track performance/Watt inefficiencies
  • Provide guidance to the architecture, hardware, and software teams to optimize power and area efficiency
  • Build an architectural performance/Watt and performance/mm2 model of the GPU and other system components (DRAM, CPU, etc)
  • Work with the architecture team to develop a set of benchmarks that represent GPU workloads
  • Develop a methodology to refine the models and correlate them to the different stages of implementation
  • Determine leakage and dynamic power scaling across different process nodes, voltage, temperature, and VTs
  • Estimate the benefits of various performance/Watt and performance/mm2 optimizations
  • Identify and analyze graphics workload data and how it affects GPU power

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