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11/09/2021
DistIR: An Intermediate Representation and Simulator for Efficient Neural Network Distribution
The rapidly growing size of deep neural network (DNN) models and dataset...
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06/15/2021
Modeling memory bandwidth patterns on NUMA machines with performance counters
Computers used for data analytics are often NUMA systems with multiple s...
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03/09/2018
Persistent Memory Transactions
This paper presents a comprehensive analysis of performance trade offs b...
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04/17/2015