Tutorial Micro 2020 Dnn Dataflows

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Presenter: Tushar Krishna (Georgia Tech) This talk is recorded for Deep neural networks (DNNs) can be efficiently executed on S .-C. Kao, G Jeong, T Krishna, “ConfuciuX: Autonomous Hardware Resource Assignment for S.-C. Kao, T Krishna, “GAMMA: Automating the HW Mapping of A huge amount has been published about deep neural network accelerator designs, but what parts of the design actually matter? ... and running MAESTRO Presenter: Geonhwa Jeong (Georgia Tech) This talk is recorded for

Enabling the efficient processing of deep neural networks (DNNs) has becoming increasingly important to enable the deployment ...

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[MICRO2020] ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using RL
Dataflow-Architecture Co-Design for 2.5D DNN Accelerators using Wireless Network-on-Package
22 DNN Accelerator Dataflow
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (7/7)
[ICCAD2020] GAMMA: Automating the HW Mapping of DNN Models on Accelerators via Genetic Algorithm
Does dataflow matter for DNN accelerator performance?
[Tutorial - MICRO 2020] Compiling and Running MAESTRO
Procrustes: A Dataflow and Accelerator for Sparse Deep Neural Network Training
How to Evaluate Efficient Deep Neural Network Approaches

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Last Updated: June 19, 2026

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dMazeRunner: Optimization Infrastructure for Programmable Dataflow Accelerators for Deep Learning Wealth
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