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01/21/2021
UNIT: Unifying Tensorized Instruction Compilation
Because of the increasing demand for computation in DNN, researchers dev...
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07/02/2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights
Machine learning (ML) models are widely used in many domains including m...
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05/09/2019
Exploiting Fine-Grain Ordered Parallelism in Dense Matrix Algorithms
Dense linear algebra kernels are critical for wireless applications, and...
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06/07/2016