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- Currently we have to do string comparisons multiple times per data row, per iteration, to figure out which proxy loss function to use to compute the gradients.
- According to our benchmarks, this can take up around 30% of the total training time.
- We should create a common interface w/ different subclasses to optimize this.
- This has already been started in FairGBM refactor (multi-threading etc.) #18
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ImportantM effortT-shirt effort weighing: MT-shirt effort weighing: MS effortT-shirt effort weighing: ST-shirt effort weighing: SenhancementNew feature or requestNew feature or request