Large CNNs - Status and plans (2 December 2021) · Indico

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Large CNNs - Status and plans

Thursday 2 December 2021 - 13:00

Monday 29 November 2021
Tuesday 30 November 2021
Wednesday 1 December 2021
Thursday 2 December 2021
13:00 Aggressive optimization for GPU (TensorRT) - Maurizio Pierini (CERN)
Aggressive optimization for GPU (TensorRT)
- Maurizio Pierini (CERN)
13:00 - 13:20
13:20 Filter pruning on ENet for Cityscapes - Marcel Roed (CERN)
Filter pruning on ENet for Cityscapes
- Marcel Roed (CERN)
13:20 - 13:40
13:40 Scaleability of hls4ml CNN layer implementation - Vladimir Loncar (CERN) Nicolo Ghielmetti (CERN)
Scaleability of hls4ml CNN layer implementation
- Vladimir Loncar (CERN)
- Nicolo Ghielmetti (CERN)
13:40 - 14:00
14:00 ENet quantization optimization and model status - Christoffer Petersson (Zenseact) Hampus Linander (Göteborgs Universitet)
ENet quantization optimization and model status
- Christoffer Petersson (Zenseact)
- Hampus Linander (Göteborgs Universitet)
14:00 - 14:20