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02/27/2023
Full Stack Optimization of Transformer Inference: a Survey
Recent advances in state-of-the-art DNN architecture design have been mo...
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04/18/2022
Communication Bounds for Convolutional Neural Networks
Convolutional neural networks (CNNs) are important in a wide variety of ...
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05/05/2021
CoSA: Scheduling by Constrained Optimization for Spatial Accelerators
Recent advances in Deep Neural Networks (DNNs) have led to active develo...
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02/28/2020
Communication-Optimal Tilings for Projective Nested Loops with Arbitrary Bounds
Reducing communication - either between levels of a memory hierarchy or ...
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02/19/2018