Evaluate deep learning inference performance on TDA4x processors




TI Edge AI Cloud is a free online service that lets you evaluate accelerated deep learning inference on TDA4x processors. You do not need to purchase an evaluation board. The service is Python-based; and it only takes a few minutes to login, deploy a model, and get a variety of performance benchmarks.

Easily compile and deploy your models and accelerate inference with industry standard APIs, including TensorFlow Lite, ONNX Runtime, TVM, Gstreamer, Docker, ROS and OpenGL ES. There is no hand-tooling required to accelerate deep learning inference on TDA4x processors.

  • Connect to a TDA4x processor evaluation model via the cloud using only your web browser
  • Benchmark embedded deep learning inference in under 5 minutes
  • Get latency, frames-per-second processing, DDR bandwidth and accuracy benchmarks
  • Deploy a custom model in less than 30 minutes
  • Evaluate the software programming environment

  • Free access to a TDA4x processor evaluation board (real hardware; not software simulation)
  • Jupyter Notebook examples and instructions to jumpstart your evaluation
  • 60+ pre-compiled models to help you develop faster and more efficiently
  • On-demand training videos and online E2E forum support from TI engineers

Get started

  1. Create a free myTI username and password
  2. Login to TI Edge AI Cloud
  3. Start your evaluation


Software programming tool

TI-EDGE-AI-CLOUD Cloud-based benchmarking and software programming evaluation tool

Supported products & hardware

Supported products & hardware

Arm-based processors
TDA4VM Dual Arm® Cortex®-A72, C7x DSP, and deep learning, vision and multimedia accelerators TDA4VM-Q1 Automotive system-on-a-chip for L2, L3 and near-field analytic systems using deep learning
Evaluation board
J721EXCPXEVM Common processor board for Jacinto™ 7 processors J721EXSOMXEVM TDA4VM and DRA829V socketed system on module (SoM)

Support & training

TI E2E™ forums with technical support from TI engineers

View all forum topics

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