Equation 3 · Edge AI Electronics and Sensor Systems in 2035: Scenarios, Signals, and Falsifiable Predictions
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That structural fact can be written compactly. If is the (roughly fixed, application-set) power envelope in watts and is the achieved energy efficiency of the best available accelerator at time t , measured in tera-operations per second per watt, then the usable on-device compute throughput is approximately
Sources cited in the article section
- [8] AI Accelerator Survey and Trends ↗
- [11] Scaling, Power, and the Future of CMOS ↗
- [2] MLPerf Tiny Benchmark ↗
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