Micron Technology: Role of Memory in Machine Learning
TimeWednesday, June 24th6:15pm - 6:29pm
DescriptionMemory plays a crucial role in Machine Learning. Deep Neural Networks (DNNs) are being actively used as a solution to most machine learning applications. We will explore memory requirements and metrics beyond accuracy, which play a crucial role during actual deployment of DNNs. We give an insight into the never ending compute and memory requirements of these neural networks even for the most basic setup. We will talk about existing and few futuristic compute architectures to tackle these issues
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Computer Architect, Deep Learning Machine Learning Research Scientist