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component_registration

README.md

The Architecture of utensor_cgen

utensor-cli-components

  • utensor_cgen consists of multiple components, such as frontend component and backend component
  • Each component consists of multiple parts. For example, a backend may be composed of a graph lower part and a code generator part
  • Most of the compoents found in the graph above is customizable. The user can register their own component to utensor_cgen

Examples

  • backend_registration.ipynb: example notebook for backend registration, this allows you to inject customized backend to the utensor-cli
  • frontend_registration.ipynb: example notebook for frontend parser registration, this allows you to inject customized frontend parser to the utensor-cli
  • transformer_registration.ipynb: example notebook for transformer registration, this allows you to inject customized transformer into the transformation pipeline in utensor-cli

Load Plugin

  • with utensor-cli
    • You can use --plugin flag to load the plugins
    • It's a multiple flag. So you can pass multiple values to the cli
      • ex: utensor-cli --plugin plugin1 --plugin plugin2 [convert|generate-config|...]
      • both plugin1 and plugin2 will be loaded
      • Note that --plugin must be passed before any subcommand such as convert
  • with script
    • simply import your plugins and it should work
import plugin1, plugin2
import utensor_cgen

# do stuffs with utensor_cgen and your plugins