hardware acceleration
2 episodes mention this concept
lexfridmanFeb 7, 2020Jim Keller on Elon Musk's First Principles, Tesla Autopilot's Future, and the Craft of Engineering
TechnologyFirst principles thinkingVehicle autonomyExponential improvementHardware acceleration- lexfridmanJan 23, 2020
Efficient Computing for Deep Learning, Robotics, and AI: Bridging the Energy Gap
TechnologyEnergy-efficient computingHigh-performance systemsDeep neural networks (DNNs)Edge computing
Knowledge Graph
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Related concepts
Concepts that appear alongside hardware acceleration across episodes.
- specialized hardware
- local maximum
- transformers (attention layers)
- convolutional neural networks (cnns)
- data movement (energy cost)
- ai accelerators
- vehicle autonomy
- geometric understanding
- dennard scaling
- multiply and accumulate (mac) operations
- complex mastery behavior
- attention (human vs. ai)
- recurrent neural networks (rnns)
- ballistics problem (in driving)
- memory hierarchy
- deep neural networks (dnns)
- carbon footprint of ai
- reduction to practice
- general-purpose computing (gpus)
- data flow strategies