Abstract: This paper investigates the impact of loop unrolling on CUDA matrix multiplication operations’ performance across NVIDIA GPUs. We benchmarked both basic and unrolled kernels with varying ...
Abstract: Transformer-based neural networks have achieved remarkable performance. Designing energy-efficient and high-speed accelerators for the attention mechanism, which dominates the energy and ...
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