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09/07/2022
Sgap: Towards Efficient Sparse Tensor Algebra Compilation for GPU
Sparse compiler is a promising solution for sparse tensor algebra optimi...
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06/22/2020
Exploiting Weight Redundancy in CNNs: Beyond Pruning and Quantization
Pruning and quantization are proven methods for improving the performanc...
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05/21/2020
TASO: Time and Space Optimization for Memory-Constrained DNN Inference
Convolutional neural networks (CNNs) are used in many embedded applicati...
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02/20/2020