Update README.md

README.md

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 This repo contains the following directories:
 1. benchmarks: Benchmarks for various deep learning/ machine learning models.
 2. containers: Singularity containers for supported latest version.
-3. dependencies: Pre-built and pre-downloaded dependencies.
 3. documentation: Documenting building from source, benchmarking and container building steps. 
 4. install-scrips: Scripts for installing natively from wheels as well as from containers.
 5. utils: Various utility scripts.