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09/14/2023
Inclusive-PIM: Hardware-Software Co-design for Broad Acceleration on Commercial PIM Architectures
Continual demand for memory bandwidth has made it worthwhile for memory ...
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02/06/2023
Computation vs. Communication Scaling for Future Transformers on Future Hardware
Scaling neural network models has delivered dramatic quality gains acros...
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04/14/2021
Demystifying BERT: Implications for Accelerator Design
Transfer learning in natural language processing (NLP), as realized usin...
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07/20/2020
SeqPoint: Identifying Representative Iterations of Sequence-based Neural Networks
The ubiquity of deep neural networks (DNNs) continues to rise, making th...
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10/26/2017