Advancements in green AI: a pathway to sustainability
In this paper, a survey of model compression and optimization techniques are evaluated on benchmarks of energy efficiency, memory footprint and accuracy on a task key to online safety, phishing. The three primary categories of compression explored are (1) Quantization, (2) Distillation and (3) Pruni...
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| Format: | Final Year Project |
| Language: | English |
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Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/181771 |
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| Institution: | Nanyang Technological University |
| Language: | English |