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Bounded Performance: Uncovering the Roofline Model
Is your AI algorithm computation-bound or memory-bound?
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Neural Nonlinearities
What makes neural nets so powerful?
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AI's Carbon Footprint
The quintillions are alarming
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The Bottom-Up Magic of Deep Learning
From alchemy to architecture
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Crafting Neural Networks
Building layers bottom-up