sands-lab/grace-benchmarks

grace-benchmarks

Benchmarks adapted from:

1. Classification/tf_cnn_benchmarks: The TensorFlow CNN benchmarks contain benchmarks for several convolutional neural networks.

2. LanguageModeling/examples/PennTreebank: LSTM language modeling on Penn Treebank dataset.

3. Recommendation/NCF: This repository provides a script and recipe to train Neural Collaborative Filtering to achieve state of the art accuracy on the ml-20m dataset.

4. Segmentation/UNet_Industrial: This repository provides a script and recipe to train UNet Industrial to achieve state of the art accuracy on the dataset DAGM2007.