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RustConf 2021 - Writing the Fastest GBDT Library in Rust by Isabella Tromba
source link: https://www.youtube.com/watch?v=D1NAREuicNs
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RustConf 2021 - Writing the Fastest GBDT Library in Rust by Isabella Tromba
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Sep 15, 2021
Writing the Fastest GBDT Library in Rust by Isabella Tromba
In this talk, I will share my experience optimizing a Rust implementation of the Gradient Boosted Decision Tree machine learning algorithm. With code snippets, stack traces, and benchmarks, we’ll explore how rayon, perf, cargo-asm, compiler intrinsics, and unsafe rust were used to write a GBDT library that trains faster than similar libraries written in C/C++.
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