Use correct input size for splits (deepspeedai#1284) * Use correct input size for splits * Use smarter partitioning

[Doc] round_robin_gradients (deepspeedai#1261) * Fix docstring * Make screenshots clickable for easier viewing * Navigation menu in alphabetical order; More clicable screenshots * Rename 1Cycle doc * Tweak naming * Remove no longer used flag * ZeRO3 Offload release * Single GPU results * Rearrange figures * Single GPU text * tweak intro * zero3-offload section * Add asynchronous i/o docs * Fix print_per_steps doc * Document round_robin_gradients * Tweak description * Trigger CI

revert part of deepspeedai#1220 (deepspeedai#1221) deepspeedai#1220 fixed the leak, but lead to another problem. reverting that part so that we could do release and will work on it after the release. @jeffra

clean up logging (deepspeedai#1190) Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

remove torchvision dependency (deepspeedai#1178) 

Update index.md 

bump to 0.3.16 

bump to 0.3.15 

bump to 0.3.14 

bump version 0.3.13