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Transformers on Edge Devices? Monash U’s Energy-Saving Attention With Linear Complexity Reduces Compute Cost by 73%

While transformer architectures have achieved remarkable success in recent years thanks to their impressive representational power, their quadratic complexity entails a prohibitively high energy consumption that hinders their deployment in many real-life applications, especially on…

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