Essays about: "Ostrukturerad pruning"

Found 1 essay containing the words Ostrukturerad pruning.

  1. 1. Unstructured pruning of pre-trained language models tuned for sentiment classification.

    University essay from KTH/Matematisk statistik

    Author : Oscar Nordström; [2022]
    Keywords : Unstructured pruning; transformer; BERT; sentiment classification; natural language processing; neural networks; deep learning; Ostrukturerad pruning; transformer; BERT; sentimentklassifikation; språkbehandling; neurala nätverk; djup inlärning;

    Abstract : Transformer-based models are frequently used in natural language processing. These models are oftenlarge and pre-trained for general language understanding and then fine-tuned for a specific task. Becausethese models are large, they have a high memory requirement and have high inference time. READ MORE