Tag AI

Deep Learning Hardware with Xin Wang

http://traffic.libsyn.com/sedaily/2018_01_29_DeepLearningHardware.mp3Podcast: Play in new window | Download Training a deep learning model involves operations over tensors. A tensor is a multi-dimensional array of numbers. For several years, GPUs were used for these linear algebra calculations. That’s because graphics chips are built to efficiently process matrix operations. Tensor processing consists of linear algebra operations that are similar in some ways to graphics processing–but not identical. Deep learning workloads do not run

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Edge Deep Learning with Aran Khanna

http://traffic.libsyn.com/sedaily/2018_01_26_EdgeDeepLearning.mp3Podcast: Play in new window | Download A modern farm has hundreds of sensors to monitor the soil health, and robotic machinery to reap the vegetables. A modern shipping yard has hundreds of computers working together to orchestrate and analyze the freight that is coming in from overseas. A modern factory has temperature gauges and smart security cameras to ensure workplace safety. All of these devices could be considered “edge”

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