diff --git a/run_rocm_bandwidth_tool.sh b/run_rocm_bandwidth_tool.sh
new file mode 100644
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+++ b/run_rocm_bandwidth_tool.sh
@@ -0,0 +1,107 @@
+# !/bin/bash
+
+# This script is used to run the rocm_bandwidth_test tool
+# Usage: ./run_rocm_bandwidth_tool.sh <path to rocm_bandwidth_test binary>
+# The script prompts the user to enter the list of gpus to run the test on, and the list of message sizes to run the test on
+# Based on the list of gpus entered by the user, the script finds the numa nodes associated with each of the gpus, and runs the tool with sources as the numa nodes and destinations as the gpus (h2d) and then with sources as the gpus and destinations as the numa nodes (d2h) with the user entered message sizes
+# If no message sizes are entered by the user, the script defaults to 64MB
+# Link to rocm-bandwidth-test tool: https://github.com/RadeonOpenCompute/rocm_bandwidth_test
+
+
+# check if the user entered the path to the rocm_bandwidth_test binary, otherwise default to current directory
+if [ -z "$1" ]; then
+    echo "No path to rocm_bandwidth_test binary entered. Defaulting to current directory"
+    path=$(pwd)
+
+else 
+    path=$1
+fi
+
+# take a comma separated list of gpus (0-15) from the user
+function read_gpus {
+    echo "Enter the comma separated list of gpus (0-15) to run the test on"
+    read gpus
+    echo "You entered: $gpus"
+}
+
+# take a list of message sizes from the user, default to 64MB if no input is provided
+function read_message_sizes {
+    echo "Enter the comma separated list of message sizes to run the test on (in MB, e.g 64,128,256) (default: 64)"
+    read message_sizes
+    echo "You entered: $message_sizes"
+    # default env variable to 64MB if no input is provided
+    if [ -z "$message_sizes" ]; then
+        echo "No message sizes entered. Defaulting to 64MB"
+        message_sizes="64"
+    fi
+    # validate the inputted message sizes
+    # check if the user entered a comma separated list of numbers
+    if [[ ! $message_sizes =~ ^[0-9]+(,[0-9]+)*$ ]]; then
+        echo "Invalid input. Please enter a comma separated list of numbers"
+        exit 1
+    fi
+    # check if the user entered a valid message size
+    for message_size in $(echo $message_sizes | sed "s/,/ /g")
+    do
+        if [ $message_size -lt 0 ] || [ $message_size -gt 1000000000 ]; then
+            echo "Invalid input. Please enter a comma separated list of numbers between 0 and 1000000000"
+            exit 1
+        fi
+    done
+}
+
+# validate the user input
+function validate_gpus {
+    # check if the user entered a comma separated list of numbers
+    if [[ ! $gpus =~ ^[0-9]+(,[0-9]+)*$ ]]; then
+        echo "Invalid input. Please enter a comma separated list of numbers"
+        exit 1
+    fi
+
+    # check if the user entered a valid gpu number
+    for gpu in $(echo $gpus | sed "s/,/ /g")
+    do
+        if [ $gpu -lt 0 ] || [ $gpu -gt 15 ]; then
+            echo "Invalid input. Please enter a comma separated list of numbers between 0 and 15"
+            exit 1
+        fi
+    done
+}
+
+# Get the NUMA nodes associated with each of the gpus entered by the user
+function get_numa_nodes {
+    for gpu in $(echo $gpus | sed "s/,/ /g")
+    do
+        echo "Finding numa node associated with GPU $gpu"
+        # get the numa node associated with the gpu
+        numa_node=$(cat /sys/class/drm/card$gpu/device/numa_node)
+        # print the numa node associated with the gpu
+        echo "GPU $gpu is associated with NUMA node $numa_node"
+        numa_nodes+=($numa_node)
+    done
+    # remove duplicates from list of numa nodes, convert into comma separated list
+    numa_nodes=$(echo "${numa_nodes[@]}" | tr ' ' '\n' | sort -u | tr '\n' ',' | sed 's/,$//')
+    echo "NUMA nodes associated with the GPUs entered by the user: ${numa_nodes[@]}"
+}
+
+# Run the tool with sources as the numa_nodes and destinations as the gpus (h2d)
+function run_h2d {
+    # command to be executed
+    echo "$path/rocm-bandwidth-test -d $gpus -s $numa_nodes -m $message_sizes"
+    $path/rocm-bandwidth-test -d $gpus -s $numa_nodes -m $message_sizes
+}
+
+# Run the tool with sources as the gpus and destinations as the cpus (d2h)
+function run_d2h {
+    # command to be executed
+    echo "$path/rocm-bandwidth-test -d $numa_nodes -s $gpus -m $message_sizes"
+    $path/rocm-bandwidth-test -d $numa_nodes -s $gpus -m $message_sizes
+}
+
+
+read_gpus
+read_message_sizes
+validate_gpus
+get_numa_nodes
+run_h2d
+run_d2h