historical performance (2017-2024) - Githubissues

szilard / GBM-perf

Performance of various open source GBM implementations

MIT License

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historical performance (2017-2024) #58

Open szilard opened 5 months ago

szilard commented 5 months ago

Historical results (2017-2024, based on current and past data in this repo):

All tools have been improving (the hardware was kept the same throughout the period, EC2 r4 for CPU and p3 for GPU)
On CPU XGBoost/LightGBM have been the fastest
On GPU XGBoost has been the fastest

history

Data and code to make the plots here: https://github.com/szilard/GBM-perf/tree/master/analysis/2024_updates/history