SLUUDB7 August   2025 TMS320F28P550SJ

 

  1.   1
  2.   Abstract
  3.   Trademarks
  4. 1Introduction
  5. 2TMS320F28P55x
  6. 3Edge AI Studio
  7. 4Out-of-the-Box Demo (Smart Signal Classifier)
    1. 4.1 Dataset
      1. 4.1.1 Methods for Data Collection
        1. 4.1.1.1 Collection Process
      2. 4.1.2 Data Formats
    2. 4.2 Model Training
      1. 4.2.1 Preprocessing Options
    3. 4.3 Deploying to TI's Hardware
      1. 4.3.1 TVM Compiler
      2. 4.3.2 Model Execution
  8. 5Summary

TVM Compiler

This tool is utilized in the backend of the software to generate optimized executable code based on the processor you selected. If using a device with TI neural processing unit (NPU) the generated function call automatically utilizes the accelerator in parallel to the main MCU core. This option can be disabled by choosing the “forced soft NPU preset” under compilation parameters. For more information about the compiler and "bring your own model" feature, see https://software-dl.ti.com/mctools/nnc/mcu/users_guide/. On the compile tab verify that the active model and device are properly selected, then press “Start compiling”. The compiled model can be exported with the “export compiled model” button.

 Compile TabFigure 4-15 Compile Tab