Semi-Log and Log-Log Graphs
Semi-Log and Log-Log Graphs
Aug 12, 2019
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Artificial Intelligence (AI) on Instagram: "Neural scaling laws describe how a model gets better in a predictable way when we give it more data, make it larger, or let it use more computing power. These relationships usually follow what’s called a power law meaning that as we increase one of these factors, performance improves in a steady, proportional way. For example, when we make a model bigger, we can expect its accuracy to improve or its errors to shrink in a roughly consistent pattern. Whe
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Artificial Intelligence (AI) on Instagram: "Neural scaling laws d…
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Artificial Intelligence | AI on Instagram: "Neural scaling laws describe how a model’s performance improves (predictably) as we increase the amount of training data, the size of the model (in terms of parameters), or the total compute used (measured in FLOPs or floating point operations per second). The scaling laws are power laws, meaning that as we scale things up, the performance increases proportionally. For instance, as we increase the size of the model, we should expect better performance
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