Specialized operators: tensors and tensor cores
Hardware supports for Deep Neural Networks

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Specialized operators: tensors and tensor cores
Hardware supports for Deep Neural Networks

Author : Daniel ETIEMBLE

Publication date: August 10, 2021 | Lire en français

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7. Specialized operators: tensors and tensor cores

Tensors are mathematical objects defined on an n-dimensional space:

  • a vector is a tensor of dimension 1 ;

  • a matrix is a tensor of dimension 2 ;

  • etc.

Given the importance of calculations on very large matrices, specialized operators called tensors or tensor cores have been introduced in a number of architectures.

7.1 NVidia GPU tensor cores

Graphics processing units (GPUs) were studied in the article

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