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   Articles with "tensor core" as a keyword



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NVIDIA A100 Tensor Core GPU: Performance and Innovation

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recommendations! Published in 2021 at "IEEE Micro"

DOI: 10.1109/mm.2021.3061394

Abstract: NVIDIA A100 Tensor Core GPU is NVIDIA's latest flagship GPU. It has been designed with many new innovative features to provide performance and capabilities for HPC, AI, and data analytics workloads. Feature enhancements include a… read more here.

Keywords: a100 tensor; tensor; core gpu; tensor core ... See more keywords

Future Scaling of Memory Hierarchy for Tensor Cores and Eliminating Redundant Shared Memory Traffic Using Inter-Warp Multicasting

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recommendations! Published in 2022 at "IEEE Transactions on Computers"

DOI: 10.1109/tc.2022.3207134

Abstract: The CUDA core of NVIDIA GPUs had been one of the most efficient computation units for parallel computing. However, recent rapid developments in deep neural networks demand an even higher level of computational performance. To… read more here.

Keywords: core; tensor core; memory; memory hierarchy ... See more keywords

Photonic tensor cores for machine learning

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recommendations! Published in 2020 at "Applied physics reviews"

DOI: 10.1117/12.2568234

Abstract: With an ongoing trend in computing hardware toward increased heterogeneity, domain-specific coprocessors are emerging as alternatives to centralized paradigms. The tensor core unit has been shown to outperform graphic processing units by almost 3 orders… read more here.

Keywords: core unit; tensor; photonic tensor; tensor core ... See more keywords

Numerical Simulation of a Photonic Tensor Core for the Hardware Acceleration of the Optical Matrix–Vector Multiplication

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recommendations! Published in 2024 at "JETP Letters"

DOI: 10.1134/s0021364024603956

Abstract: A realistic numerical model of a photonic tensor core based on the crossbar architecture with absorbing GeSbTe chalcogenide glass films as weight elements of a photonic matrix has been developed. The performance of the model… read more here.

Keywords: photonic tensor; tensor core; matrix vector; tensor ... See more keywords