TensorFlow - AshokBhat/ml GitHub Wiki
About
- Popular Machine Learning Framework
- Open Source, Apache 2.0, Developed by Google
- Launched in 2015
- For training and inference
Block diagram
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 also
- Frameworks: [TensorFlow]] ](/AshokBhat/ml/wiki/[PyTorch) | [MXNET]] | ONNX
- [Inference engine]]s: [[ArmNN]] ](/AshokBhat/ml/wiki/[OpenVINO) | [TensorRT]] | Core ML
- Tensor Processing Unit
Resources
- TensorFlow on GitHub - https://github.com/tensorflow/tensorflow
- TensorFlow models - https://github.com/tensorflow/models