Equation 25 · Part 1 · Shrink It, Train It Small, or Search for It: The Main Strategies for Small Models, Compared
Symbol g
What this part means
g is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Its job in the formula
g is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Full expression→Symbol g→Article meaning
The passage around this formula
The first response changes what g(a) measures. Tan and colleagues built MnasNet’s rationale explicitly around the observation that operation counts are a poor stand-in for real efficiency, so the search “directly measures real-world inference latency by executing the model on mobile phones,” and reported an architecture 1.8x…
Learn the underlying idea
A function assigns an output to each allowed input. The expression f(x) means “apply f to x”.
Open the illustrated functions: inputs become outputs guide →
See this notation across published equations →
Sources cited in the surrounding passage
- [8] MnasNet: Platform-Aware Neural Architecture Search for Mobile ↗
- [10] Once for All: Train One Network and Specialize it for Efficient Deployment ↗
These citations provide research context; check each source for the exact claim it supports.