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09/15/2021
Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators
To meet the extreme compute demands for deep learning across commercial ...
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02/13/2021
COMET: A Domain-Specific Compilation of High-Performance Computational Chemistry
The computational power increases over the past decades havegreatly enha...
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02/09/2021
A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR
Tensor algebra is widely used in many applications, such as scientific c...
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08/26/2020
Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation
The optimal power flow (OPF) problem is one of the most important optimi...
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10/21/2018
Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training
Training neural network often uses a machine learning framework such as ...
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10/09/2018