Search Results for author: Kunal Lillaney

Found 4 papers, 0 papers with code

PACSET (Packed Serialized Trees): Reducing Inference Latency for Tree Ensemble Deployment

no code implementations10 Nov 2020 Meghana Madhyastha, Kunal Lillaney, James Browne, Joshua Vogelstein, Randal Burns

We present methods to serialize and deserialize tree ensembles that optimize inference latency when models are not already loaded into memory.

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