[RNG] A note about distributions that can't be used on GPUs not suppo…

…rting FP64 precision (#1863)

Co-authored-by: Alina Elizarova <[email protected]>

documentation/library_guide/api_for_sycl_kernels/random.rst

@@ -107,6 +107,9 @@ Distribution                   Description
 ``cauchy_distribution``        Produces real values according to the Cauchy distribution
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+.. note::
+  ``bernoulli_distribution``, ``geometric_distribution``, and ``uniform_int_distribution`` can only be used on devices with FP64 support as they rely on double precision in their implementation (use ``sycl::aspect::fp64`` to check if the device supports FP64).
+
 Usage Model of |onedpl_short| Random Number Generation Functionality
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