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Google Summer of Code 2021
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Performance Tracking in CI — Create a web app that integrates with our buildbot infrastructure to track the performance of many aspects of Halide over time. (Difficulty: Medium. Easy if the student is familiar with web development)
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Rewrite Rules Evaluation — Measure the impact of adding new rules to the term rewriting system in the Halide compiler. (Difficulty: Medium)
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Implementing New Applications in Halide — Expand Halide's application folder by adding new filters, deep learning architectures, and physics simulation algorithms. (Difficulty: Medium, easy if the student is already familiar with the algorithms.)
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Halide Code Generation For More Languages — Generate headers and libraries for languages such as Swift, Rust, Julia, and .NET so we can call Halide code in these languages. (Difficulty: Medium)
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Compiler Explorer for Halide — Integrate Halide with Compiler Explorer for visualizing the code generation for Halide. (Difficulty: Hard)
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Set up GPGPU-Sim for testing.
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A-B performance testing for a proposed compiler change.
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Python code caching (#5605)
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Fuzzing the Halide compiler
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Define-your-own project (potential ideas: autoschedulers, new Python frontends, modularity through a first-class
define_extern)