Update perf_infer_gpu_many.mdx (#18744)

docs/source/en/perf_infer_gpu_many.mdx

@@ -14,6 +14,6 @@ an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express o
 This document contains information on how to efficiently infer on a multiple GPUs. 
 <Tip>
 
-Note: A multi GPU setup can use the majority of the strategies described in the [single GPU section](perf infer gpu one). You must be aware of simple techniques, though, that can be used for a better usage.
+Note: A multi GPU setup can use the majority of the strategies described in the [single GPU section](./perf_infer_gpu_one). You must be aware of simple techniques, though, that can be used for a better usage.
 
 </Tip>