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Updated Using `gpu_hist.py` with your own software (markdown)
Updated Histogram on a GPU (markdown)
Updated Home (markdown)
Updated Performance CPU vs GPU (global memory) vs GPU (shared memory) (markdown)
Created Performance CPU vs GPU (global memory) vs GPU (shared memory) (markdown)
Updated Installation guide (markdown)
Updated Using `main.py` and creating benchmarks (markdown)
Created Histogram on a GPU (markdown)
Updated The reduction algorithm (markdown)