From 73ed7d2acff8a62e9c1bfaf22e354d8d5d60e142 Mon Sep 17 00:00:00 2001
From: Naim <naim@uib.no>
Date: Fri, 9 Feb 2024 17:04:55 +0100
Subject: [PATCH] Add descriptions on local dask clsuter

---
 .../synth_release_single_node_multi_gpu.ipynb               | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/notebooks/cugraph_benchmarks/synth_release_single_node_multi_gpu.ipynb b/notebooks/cugraph_benchmarks/synth_release_single_node_multi_gpu.ipynb
index 1e371ce4bca..c44f475c441 100644
--- a/notebooks/cugraph_benchmarks/synth_release_single_node_multi_gpu.ipynb
+++ b/notebooks/cugraph_benchmarks/synth_release_single_node_multi_gpu.ipynb
@@ -617,7 +617,8 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Initialize multi-GPU environment\n"
+    "### Initialize multi-GPU environment\n",
+    "Before we get started, we need to set up a dask (local) cluster of workers to execute our work, and a client to coordinate and schedule work for that cluster.\n"
    ]
   },
   {
@@ -627,7 +628,6 @@
    "outputs": [],
    "source": [
     "# Setup a local dask cluster of workers, and a client\n",
-    "\n",
     "cluster = LocalCUDACluster()\n",
     "client = Client(cluster)\n",
     "Comms.initialize(p2p=True)"
@@ -937,7 +937,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.13"
+   "version": "3.1.0"
   },
   "vscode": {
    "interpreter": {