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.pyThe train.py script generates a saved model and a frozen pb at ./models for your use.
Note: Validated TensorFlow Version.
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.