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About This Role
- Developing a deep learning compiler stack that takes neural network descriptions (CNNs/RNNs) created in frameworks such as Caffe, PyTorch, TensorFlow, etc. and converts them into code suitable for execution on special-purpose and embedded platforms.
- U se modern compiler frameworks such as LLVM and MLIR.
- Developing optimized implementations of a variety of neural-network operations and integrating them into a runtime framework Developing new optimization techniques and algorithms to efficiently map CNNs onto a wide range of Xtensa processors and specialized hardware.
- Benchmarking end-to-end network performance on a variety of DSP and special-purpose accelerator platforms.
- Enhancing the framework to improve overall functionality and performance on the various hardware platforms.
- Devising multiprocessor/multicore partitioning and scheduling strategies.
- Developing complex programs to validate the functionality and performance of the CNN application programming kit.
- Working with hardware designers to identify opportunities for additional hardware acceleration of neural network functions.
- Working with industry-leading partners and customers to design and standardize neural network APIs. .
Benefits
- Location: Av Contorno 5800, Belo Horizonte, Minas Gerais Brazil.
- Cadence is the only company that provides the expertise and tools, IP, and hardware required for the entire electronics design chain, from chip design to chip packaging to boards and to systems.
- We enable electronic systems and semiconductor companies to create innovative products that transform the way people live, work, and play.
- Our products are used in mobile, consumer, cloud datacenter, automotive, aerospace, IoT, industrial and other market segments.
- For more information, access http://www.cadence.com We’re doing work that matters.
- Help us solve what others can’t.
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Specialisation
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631 positions
Job ID
/job/BELO-HORIZONTE/Software-Engineer-II---AI-Compiler-Engineer_R54898
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