More examples can be found in our GitHub repository.
HPO Quickstart with TensorFlow
Use HPO to tune a TensorFlow MNIST model
Beginners' NAS tutorial on how to search for neural architectures for MNIST dataset.
Use NAS Benchmarks as Datasets
Query data from popular NAS benchmarks from our preprocessed benchmark database.
Get Started with Model Pruning on MNIST
Familiarize yourself with pruning to compress your model
Get Started with Model Quantization on MNIST
Familiarize yourself with quantization to compress your model
Speedup Model with Mask
Make your model real smaller and faster with speed-up after pruned by pruner
Speedup Model with Calibration Config
Make your model real smaller and faster with speed-up after quantized by quantizer
Pruning Bert on Task MNLI
An end to end example for how to using NNI pruning transformer and show the real speedup number