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  1. Deep dive

Accelerators

  • Learning resources

  • Accelerator Design

    • Languages

    • Tools

    • Techniques

Learning resources

  • Tutorial on Hardware Accelerators for Deep Neural Networks

Accelerator Design

  • Languages, Tools, and Techniques for Accelerator Design, ACM SIGARCH

  • Productive Parallel Programming for FPGA with HLS - ETH Parallel Computing lab

Languages

  • Dahlia - A programming language for generating FPGA Predictable Accelerator Design designs. It uses affine types to reason about memory use and drastically reduces the parameter space of architectural parameters while accepting Pareto-optimal designs

  • Aetherling - A system for automatically compiling data-parallel programs into statically scheduled, streaming hardware circuits.

Tools

Techniques

  • Accelergy - An Architecture-Level Energy Estimation Methodology for Accelerator Designs

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Last updated 3 years ago

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