Tutorials

The FINN compiler repository FINN provides several Jupyter notebooks that can help to get familiar with the basics, the internals and the end-to-end flow in FINN. All Jupyter notebooks can be found in the FINN compiler repository under the notebook folder. Some of those notebooks are specific to FPGA dataflow-style deployment, but the ones highlighted below are more generic, relating to the core infrastructure that finn-base provides.

Basics

The notebooks in this folder should give a basic insight into FINN, how to get started and the basic concepts.

• 0_how_to_work_with_onnx

  • This notebook can help you to learn how to create and manipulate a simple ONNX model, also by using FINN

Advanced

The notebooks in this folder are more developer oriented. They should help you to get familiar with the principles in FINN and how to add new content regarding these concepts.

• 0_custom_analysis_pass

  • This notebook explains what an analysis pass is and how to write one for FINN.

• 1_custom_transformation_pass

  • This notebook explains what a transformation pass is and how to write one for FINN.