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Staff Software Engineer, Machine Learning Compilers, Edge TPU

Posted 1 weeks ago

Job Description

  • Work as part of the EdgeTPU compiler team, building ML compilers for EdgeTPU hardware and analyzing and improving the compiler quality and performance on optimization decisions, correctness and compilation time.
  • Work with and extend ML authoring frameworks, including JAX, Pytorch to compile ML models for the EdgeTPU.
  • Work with ML runtime systems to deploy optimized ML models on the EdgeTPU.
  • Work with EdgeTPU architects to design the Hardware/Software (HW/SW) interface, and co-optimizations between CPU, GPU, and TPU.
  • Collaborate with ML model developers, researchers, and EdgeTPU hardware/software teams to accelerate the transition from research ideas to user experiences running on the EdgeTPU.

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Staff Software Engineer, Machine Learning Compilers, Edge TPU at Google | Renata