Documentation

Best Practices

• Intel® Optimization for TensorFlow*:
  • TensorFlow and the Reference models in the Intel® oneAPI AI Tools
  • Installation Guide
  • General Best Practices
• Intel® Optimization for Tensorflow Serving*:
  • Installation Guide
  • General Best Practices

Tutorials by Use Case

• Training with Intel® Optimization for Tensorflow*:
  • Language Modeling (BERT Large)
• Inference with Intel® Optimization for Tensorflow*:
  • Image Recognition (ResNet50, ResNet101, and InceptionV3)
  • Language Modeling (BERT Large)
  • Language Translation (Transformer-LT)
  • Recommendation Systems (Wide and Deep)
• Inference with Intel® Optimization for Tensorflow Serving*:
  • Image Recognition (ResNet50 and InceptionV3)
  • Object Detection (R-FCN and SSD-MobileNet)
  • Language Translation (Transformer-LT)

*Other names and brands may be claimed as the property of others.