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Definition of the distribution of the hyperparameter space.
| Hyperparameter | Probability distribution |
|---|---|
| Learning rate | LogUniform(10−5, 10−2) |
| MME tradeoff λ | Uniform(0, 1) |
| SLA mix ratio α | Uniform(0, 1) |
| SLA temperature τ | Uniform(0, 1) |
| SLA warmup W | UniformChoice({100, 500, 1000, 2000, 5000}) |
| SLA update interval I | UniformChoice({5, 10, 100, 500, 1000, 2000, 5000}) |
