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10 changes: 8 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -80,5 +80,11 @@ Tesla P100 - DGEMM:
Tesla P100 - SCONV (vs cuDNN's IMPLICIT_PRECOMP_GEMM)
![sgemm-gv100](https://github.com/ptillet/isaac/blob/master/documentation/bench/gv100/sconv.png?raw=true)

### Acknowledgments
This work was partially funded by the National Science Foundation (IIS 1409097)
### Coverage

I would consider GEMM and CONV as both being production-ready. Kernel selection is done for each new shape and the best kernel is cached in RAM. I wouldn't advise this library for applications that use 1000s of different shapes exactly once (e.g., Blocked SVD).

## Acknowledgments

This work was partially supported by the National Science Foundation (IIS 1409097) and by IARPA (contract D16PC00002).

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