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quant-ph2024
Simulation of Quantum Computers: Review and Acceleration Opportunities
Alessio Cicero, Mohammad Ali Maleki, Muhammad Waqar Azhar +2
Quantum computing has the potential to revolutionize multiple fields by solving complex problems that can not be solved in reasonable time with current classical computers. Neverth…
cs.PF2024
Fusing Depthwise and Pointwise Convolutions for Efficient Inference on GPUs
Fareed Qararyah, Muhammad Waqar Azhar, Mohammad Ali Maleki +1
Depthwise and pointwise convolutions have fewer parameters and perform fewer operations than standard convolutions. As a result, they have become increasingly used in various compa…