TensorFlow Lite - AshokBhat/ml GitHub Wiki

About

• For Mobile & IoT on-device inference and training by Google
• An open-source deep learning framework
• Uses XNNPACK by default (Nov 2021)
• Can also be run on browser

Training

• TF 2.7 added training support
• Aimed at transfer learning and Federated Learning use-cases.

FAQ

• What is TF lite?
• How is it different from TensorFlow?
• What are the advantages of TensorFlow Lite?
• What are the limitations?
• How is it related to TFRT?

See also

• Frameworks: [TensorFlow]] ](/AshokBhat/ml/wiki/[PyTorch) | [MXNET]] | ONNX
• [Inference engine]]s: [[ArmNN]] ](/AshokBhat/ml/wiki/[OpenVINO) | [TensorRT]] | Core ML