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