add docs note

rapidsai · Nov 21, 2024 · 6d927c4 · 6d927c4
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diff --git 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) <https://github.com/pola-rs/polars-benchmark>`__ 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