Browsing by Author "Kariyawasam, Nimendra"

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ANNOE: Adaptive Neural Networks Optimization Engine

Kariyawasam, Nimendra; Somasundaram, Sharmilan (IEEE, 2023)

As the demand for deploying machine learning models on high-end mobile devices and IoT devices increases, the need for efficient machine learning model optimization becomes critical to execute on-device AI tasks. One of ...
ANNOE: Pushing the Boundaries of Neural Network Optimization through Adaptive Technique Selection and Application within Computational Constraints

Kariyawasam, Nimendra (2023)

"As the demand for deploying deep learning models on high-end mobile devices and IoT devices increases, the need for efficient machine learning model optimization becomes critical to execute on-device AI tasks. One of the ...

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