Speaker
Roope Oskari Niemi
Description
Training library including compression techniques for NNs, such as heterogenous quantization, hyperparameter optimization, pruning, etc.
CERN group/ Experiment
EP-SFT
| Working area | Area 2: Optimal AI deployment for Online Data Processing |
|---|---|
| Project goals | develop and support library with all compression techniques needed for ATLAS and CMS |
| Timeline | at least next 3 years |
| Available person power | many (through NGT) |
| Additional person power request | none |
| Is this an already ongoing activity? | Yes |
| Indicative hardware resources needs | NGT GPU cluster |