From 6d927c4661b922bb2f98696a0e351446fbc9e13a Mon Sep 17 00:00:00 2001 From: galipremsagar Date: Thu, 21 Nov 2024 19:38:45 +0000 Subject: [PATCH] add docs note --- docs/cudf/source/cudf_polars/index.rst | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/docs/cudf/source/cudf_polars/index.rst b/docs/cudf/source/cudf_polars/index.rst index 6fd98a6b5da..16dcde4b98a 100644 --- a/docs/cudf/source/cudf_polars/index.rst +++ b/docs/cudf/source/cudf_polars/index.rst @@ -9,6 +9,12 @@ and run on the CPU. Benchmark --------- + +````{note} +Following benchmarks were performed with `POLARS_GPU_ENABLE_CUDA_MANAGED_MEMORY` environment variable set to `"0"`. + +``` + We reproduced the `Polars Decision Support (PDS) `__ benchmark to compare Polars GPU engine with the default CPU settings across several dataset sizes. Here are the results: .. figure:: ../_static/pds_benchmark_polars.png