research
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05/23/2023
Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces
Benchmarking and co-design are essential for driving optimizations and i...
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03/24/2023
ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale
As deep learning models and input data are scaling at an unprecedented r...
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11/30/2022
COMET: A Comprehensive Cluster Design Methodology for Distributed Deep Learning Training
Modern Deep Learning (DL) models have grown to sizes requiring massive c...
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08/25/2021