diff --git a/extras/mmdeploy/README.md b/extras/mmdeploy/README.md
index 91be721..84dbdd4 100644
--- a/extras/mmdeploy/README.md
+++ b/extras/mmdeploy/README.md
@@ -46,3 +46,22 @@ mv /mmdeploy/work_dir/end2end.onnx /RapidPoseTriangulation/extras/mmdeploy/expor
 python3 /RapidPoseTriangulation/extras/mmdeploy/make_extra_graphs.py
 python3 /RapidPoseTriangulation/extras/mmdeploy/add_extra_steps.py
 ```
+
+<br>
+
+## Benchmark
+
+```bash
+export withFP16="_fp16"
+
+cd /mmdeploy/
+python3 ./tools/profiler.py \
+    configs/mmpose/pose-detection_simcc_onnxruntime_static-384x288$withFP16.py \
+    /mmpose/projects/rtmpose/rtmpose/body_2d_keypoint/rtmpose-m_8xb256-420e_coco-384x288.py \
+    /RapidPoseTriangulation/extras/mmdeploy/testimages/ \
+    --model /RapidPoseTriangulation/extras/mmdeploy/exports/rtmpose-m_384x288$withFP16.onnx \
+    --shape 384x288 \
+    --device cuda \
+    --warmup 50 \
+    --num-iter 200
+```
diff --git a/extras/mmdeploy/dockerfile b/extras/mmdeploy/dockerfile
index 7eae439..b285ba6 100644
--- a/extras/mmdeploy/dockerfile
+++ b/extras/mmdeploy/dockerfile
@@ -29,7 +29,10 @@ RUN echo 'export LD_LIBRARY_PATH=/mmdeploy/../mmdeploy-dep/onnxruntime-linux-x64
 RUN apt-get update && apt-get install -y --no-install-recommends python3-tk
 
 # Tool for fp16 conversion
-RUN pip3 install --upgrade --no-cache-dir onnxconverter_common 
+RUN pip3 install --upgrade --no-cache-dir onnxconverter_common
+
+# Fix an error when profiling
+RUN pip3 install --upgrade --no-cache-dir "onnxruntime-gpu<1.17"
 
 WORKDIR /mmdeploy/
 CMD ["/bin/bash"]
diff --git a/extras/mmdeploy/testimages/human-pose.jpeg b/extras/mmdeploy/testimages/human-pose.jpeg
new file mode 100644
index 0000000..8de4015
Binary files /dev/null and b/extras/mmdeploy/testimages/human-pose.jpeg differ