TensorFlow

About

• Popular Machine Learning Framework
• Open Source, Apache 2.0, Developed by Google
• Launched in 2015
• For training and inference

Block diagram

Versions

• See TensorFlow Versions

Backends

Backend	Data type
CUDA	FP32, FP16
oneDNN	FP32, INT8
Eigen	FP32 only
TensorRT	FP32, ?
TPU	FP32, BF16, ?

TensorFlow Lite

• An open-source deep learning framework, for on-device inference
• For Mobile & IoT
• See TensorFlow Lite

TensorFlow.js

• Library for machine learning in JavaScript
• For use in the browser or in Node.js.
• See TensorFlow.js

TensorFlow Runtime (TFRT)

• New TensorFlow runtime.
• See TFRT

TensorFlow Serving

• See TensorFlow Serving

See also

• Frameworks: TensorFlow | PyTorch | MXNET | Keras | ONNX
• Inference engines: ArmNN | OpenVINO | TensorRT | TensorFlow Lite | Core ML
• Tensor Processing Unit

Resources

• TensorFlow on GitHub - https://github.com/tensorflow/tensorflow
• TensorFlow models - https://github.com/tensorflow/models