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pro vyhledávání: '"Alexandridis, Kosmas"'
Multi-term floating-point addition appears in vector dot-product computations, matrix multiplications, and other forms of floating-point data aggregation. A critical step in multi-term floating point addition is the alignment of fractions of the floa
Externí odkaz:
http://arxiv.org/abs/2410.21959
The widespread adoption of machine learning algorithms necessitates hardware acceleration to ensure efficient performance. This acceleration relies on custom matrix engines that operate on full or reduced-precision floating-point arithmetic. However,
Externí odkaz:
http://arxiv.org/abs/2408.11997
Transformers have improved drastically the performance of natural language processing (NLP) and computer vision applications. The computation of transformers involves matrix multiplications and non-linear activation functions such as softmax and GELU
Externí odkaz:
http://arxiv.org/abs/2402.10118
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