3.11. Machine Learning¶
The Machine Learning toolkit brings machine learning to the edge by enabling machine learning inference on Sitara devices. It is provided as part of TI’s Processor SDK Linux, free to download and use. The Machine Learning toolkit consists of below modules. All the modules have been validated with examples available in EdgeAI TIDL Tools. Refer the documentation available here for more details on usage and examples
ML inference Library |
Version |
Delegate / Execution provider |
Python API |
C/CPP API |
|---|---|---|---|---|
TensorFlow Lite |
2.8.0 |
XNNPACK, ARMNN (1) |
YES |
YES |
ONNX Runtime |
1.7.0 |
CPU |
YES |
YES |
ARMNN delegate libraries for TFLite are not part of SDK filesystem, this has been validated with the examples and scripts available at EdgeAI TIDL Tools.