ProgGen: Automatic Dataset Generation for the Halide Domain Specific Language

Compilers use cost models to choose between different optimization opportunities, and increasingly these cost models are developed using data-driven techniques. Compilers for general-purpose languages rely on large real-world program datasets to train their cost models. However, cost models for doma...

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Bibliographic Details
Main Author: Holbrook, Zachary
Other Authors: Amarasinghe, Saman
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139199