Dataflow Compiler

A Complete & Scalable Software Toolchain

Hailo devices are accompanied by a comprehensive AI SDK tool chain which seamlessly integrates with existing deep learning development frameworks to allow smooth and easy integration in existing development ecosystems.

deep learning compiler

deep learning SDK

Full deployment flow toolchain capabilities:

  • Model Translation from industry standard frameworks to Hailo format
  • Numeric Translation to internal representation, using state of the art quantization algorithms
  • Hardware Resource Allocation of user network required resources to physical resources in the Hailo device
  • Compilation of models into Hailo binary by the dedicated deep learning compiler
  • Loading binary and running inference on the Hailo target device
  • The deep learning SDK supports both standalone inference allowing direct access to the device, and Tensorflow-integrated inference for easy integration with existing environments

Analysis and debug tools:

  • Emulator providing bit exact emulation of chip behavior
  • Profiler providing chip performance estimations (e.g. FPS, power and latency)
deep learning SDK
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Brochure: Hailo-8™ Deep Learning Processor

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