Neural Network Processing - PowerPoint PPT Presentation

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Neural Network Processing

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Hailo’s revolutionary architecture is a clean-slate approach to the design of a specialized technology stack. It has created a domain-specific processor that vastly outperforms the Von Neumann architecture for deep learning tasks. – PowerPoint PPT presentation

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Title: Neural Network Processing


1
Neural Network Processing
2
  • Hailos revolutionary architecture is a
    clean-slate approach to the design of a
    specialized technology stack. It has created a
    domain-specific processor that vastly outperforms
    the Von Neumann architecture for deep learning
    tasks.

3
  • Innovative control scheme based on a combination
    of hardware and software reaches very low
    joules/operation with a high degree of
    flexibility
  • Know More-Neural Network Processing

4
  • Distributed memory fabric with purpose-built
    pipeline elements that allows very low-power
    memory access in neural network processing

5
  • Dataflow-oriented interconnect adapts to the
    structure of the neural network and allows high
    resource utilization

6
  • Hailo Dataflow Compiler Full-stack software
    co-designed with the hardware architecture of the
    neural network processor enables efficient
    deployment of neural networks developed with
    seamless integration to existing frameworks

7
  • As part of the build flow, the Hailo Dataflow
    compiler is breaking down each of the network
    layers to the required computational elements,
    generating a resource graph which is representing
    the target network.

8
  • Extremely efficient computational elements that
    can be applied variably, as needed

9
  • Hailo presents a unique technology, designed to
    enable AI applications across a broad range of
    industries. We appreciate your interest in
    working with us and would like to learn more
    about your project.

10
  • The Hailo-8 M.2 Module is an AI accelerator
    module for AI applications, compatible with NGFF
    M.2 form factor M, BM and AE keys.
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