GBM-Benchmarks
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RAMitchell
When looking at your results and all papers who compare with your results, I've been scratching my head as to how you managed such high accuracy. Now I know why...
You should set number of devices to equal number for CatBoost/XGBoost so the benchmark in not fair without CUDA_VISIBLE_DEVICES=id, because CatBoost uses all devices by default and this is not...
What are the minimum RAM requirements for the benchmarks? For instance, will it run (properly, without swapping) on a laptop with 32GB RAM?
The benchmark on this page shows xgboost histogram on Bosch, but it is slower than a single thread of i7-7700HQ throttled to 2.8 GHz (which trains with even more data)....