This is a patch release for 0.1.0 that contains the following changes:
- Docs updates: tagline, overview, update to use sparsification for verbiage
- Examples updated to use new ResNet-50 pruned_quant moderate model from the SparseZoo
- Nightly build dependencies now match on major.minor and not full version
- Benchmarking script added for reproducing ResNet-50 numbers
- Small (3-5%) performance improvement for pruned quantized ResNet-50 models, for batch size greater than 16
- Reduced memory footprint for networks with sparse fully connected layers
- Improved performance on multi-socket systems when batch size is larger than 1