TI Deep Learning Library User Guide
TI Deep Learning Graph Compiler

This module is a Graph compiler to parse Deep Neural Network and generate required information to have inference on TI Hardware. Currently it is designed for ADAS/AD SOC of Jacinto7 family. These SOCs have TI’s next generation DSP (C7x) and a specialized hardware accelerator (MMA) for deep learning network inference. The network compiler considers the capability of these processor and available memory sub system and provide network execution information and memory layout for a given network. This compiler also predicts the execution time of the network and provides a expected performance summary report.

TIDL Graph Compiler References

Reference Description
Release Summary Release Summary
Execution Details Execution Infomration
Configuration Parameters Configuration Parameters
Supported Networks Network Information
Known Issues Known Issues
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