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[Embedded Vision Summit 2022] Putting Activations on a Diet – Or Why Watching Your Weights Is Not Enough

May 17 @ 12:00 pm - 12:30 pm


Perceive CEO, Steve Teig, will discuss the current industry focus on compressing weights to lower the memory requirements of neural networks – and why it’s necessary to investigate means to reduce activation memory as well. Although there are many schemes used to reduce weights, they often require compromises such as lower precision or smaller networks. Steve proposes that the compression of activations is the next step towards mitigating these issues. During his talk, he will introduce novel strategies in activation compression that could enable large networks to run efficiently on memory constrained hardware.

To learn more about this topic, please attend Steve’s talk at Embedded Vision Summit 2022.

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May 17
12:00 pm - 12:30 pm


Santa Clara Convention Center
5001 Great America Pkwy
Santa Clara, CA 95054 United States
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