A list of Workshops and Tutorials (co)-organized by our group.
Tutorials
- ASTRA-sim: Enabling SW/HW Co-Design Exploration for Distributed Deep Learning Training Platforms (ASPLOS 2023)
- Enabling Detailed Cycle-Level Simulation of AI and HPC Applications with Detailed Memory Hierarchy using STONNE, OMEGA and SST-STONNE (ASPLOS 2023)
- ASTRA-sim: Enabling SW/HW Co-Design Exploration for Distributed Deep Learning Training Platforms (MLSys 2022)
- ASTRA-sim: Enabling SW/HW Co-Design Exploration for Distributed Deep Learning Training Platforms (ISCA 2022)
- STONNE+OMEGA: Cycle-level Simulation of Dense/Sparse DNN and GNN Accelerators (ASPLOS 2022)
- ASTRA-sim: Enabling SW/HW Co-Design Exploration for Distributed Deep Learning Training Platforms (ASPLOS 2022)
- SCALE-Sim: Systolic CNN accelerator simulator (ISCA 2021)
- SCALE-Sim: Systolic CNN accelerator simulator (ASPLOS 2021)
- MAESTRO: A Data-Centric Approach for Hardware and Mapping Explorations for Deep Learning Accelerators (MICRO 2020)
- Enabling Rapid Design Space Exploration and Prototyping of DNN Accelerators (HPCA 2019)
- MAERI: Enabling Rapid Design Space Exploration and Prototyping of DNN Accelerators (ISCA 2018)