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07/11/2023
PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR
Deep neural networks (DNNs) are of critical use in different domains. To...
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01/18/2023
ReFresh: Reducing Memory Access from Exploiting Stable Historical Embeddings for Graph Neural Network Training
A key performance bottleneck when training graph neural network (GNN) mo...
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08/02/2022
OLLIE: Derivation-based Tensor Program Optimizer
Boosting the runtime performance of deep neural networks (DNNs) is criti...
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02/28/2020