Hello World Examples

Prerequisite

Enter the following commands to prepare a dataset and pretrained models for the included Hello World examples:

pip install intel-tensorflow==2.10.0
python train.py

The train.py script generates a saved model and a frozen pb at ./models for your use.

Note: Validated TensorFlow Version.

Examples

The following Hello World examples are available:

• tf_example1: quantize with built-in dataloader and metric.
• tf_example2: quantize keras model with customized metric and dataloader.
• tf_example3: convert model with mix precision.
• tf_example4: quantize checkpoint with dummy dataloader.
• tf_example5: configure performance and accuracy measurement.
• tf_example6: use default user-facing APIs to quantize a pb model.
• tf_example7: quantize model with dummy dataset.