Reorg README

Author: jpablomch

README.md

@@ -1,10 +1,7 @@
 # Hardware-Aware Automated Machine Learning Research
 
-Auxiliary resources for using AutoX - BootstrapNAS solutions in the Neural Network Compression Framework (NNCF).
+Auxiliary resources for using AutoX - BootstrapNAS solution in the Neural Network Compression Framework (NNCF).
 
-## Examples for using third-party solutions to search for subnetworks. 
 
-[DyNAS-T](examples/bootstrapNAS/third_party_search/dynas-t_external_search_resnet50_supernet.ipynb) 
-[SigOpt](examples/bootstrapNAS/third_party_search/sigopt_external_search_resnet50_supernet.ipynb) 
 
 

examples/bootstrapNAS/README.md

@@ -3,3 +3,8 @@ Automated Neural Architecture Search with BootstrapNAS
 </h1>
 
 This notebook demonstrates how to use [BootstrapNAS](https://arxiv.org/abs/2112.10878), a capability in NNCF to generate weight-sharing super-networks from pre-trained models. Once the super-network has been generated, BootstrapNAS can train it and search for efficient sub-networks. 
+
+## Examples for using third-party solutions to search for subnetworks. 
+
+[SigOpt](third_party_search/sigopt_external_search_resnet50_supernet.ipynb) 
+[DyNAS-T](third_party_search/dynas-t_external_search_resnet50_supernet.ipynb)