> For the complete documentation index, see [llms.txt](https://sliu583.gitbook.io/blog/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://sliu583.gitbook.io/blog/conference/index/mlsys-21.md).

# MLSys 21

* Session 1: Search and Devices 
  * Fluid: Resource-aware Hyperparameter Tuning Engine. Yu, et al. 
  *
* Session 2: Compilers 
* Session 3: Communication and Storage 
* Session 4: Training (I)
* Session 5: Gradients and Precision 
* Session 6: Benchmarks, Cost models, and Profiling
* Session 7: Systems 
* Session 8: Inference 
* Session 9: Hardware
* Session 10: Techniques 
* Session 11: Tools 
* Session 12: Training (II)