Deep Learning — Model Optimization and Compression: Simplified

Take a peek into the domain of compression, pruning and quantization of state-of-the-art Machine Learning models

Prakhar Ganesh
Towards Data Science
5 min readJun 24, 2019

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What’s this?

The world around us is filled with Neural Networks and Deep Learning models doing wonders!! But these models are both computationally expensive and energy intensive. So expensive that people have actually started holding AI/ML accountable for their carbon emission and the numbers are not

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