address review

openvinotoolkit · Mar 24, 2022 · bc62cde · bc62cde
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diff --git a/docs/dynamic_bs_auto_reload.md b/docs/dynamic_bs_auto_reload.md
@@ -5,7 +5,7 @@ This guide shows how to configure a model to accept input data with different ba
 
 Enabling dynamic batch size via model reload is as simple as setting the `batch_size` parameter to `auto`. To configure and use the dynamic batch size, take advantage of:
 
-- An example client in Python [grpc_predict_resnet.py](https://github.com/openvinotoolkit/model_server/blob/main/client/python/tensorflow-serving-api/samples/grpc_predict_resnet.py) that can be used to request inference with the desired batch size.
+- An example client in Python [grpc_predict_resnet.py](https://github.com/openvinotoolkit/model_server/blob/releases/2022/1/client/python/tensorflow-serving-api/samples/grpc_predict_resnet.py) that can be used to request inference with the desired batch size.
 
 - A sample [resnet](https://github.com/openvinotoolkit/open_model_zoo/blob/2022.1.0/models/intel/resnet50-binary-0001/README.md) model.
 

diff --git a/docs/troubleshooting.md b/docs/troubleshooting.md
@@ -99,7 +99,7 @@ HTTP_proxy
 - During that time no logs will be captured by OVMS. Currently, there is no option to change the timeout duration for GCS.
 
 ## Cannot compile model into target device: `can't protect` in server logs <a name="load-network-issue"></a>
-- Since this is known bug, please refer OpenVINO&trade; [release notes](https://software.intel.com/content/www/us/en/main/articles/openvino-relnotes.html).
+- Since this is known bug, please refer OpenVINO&trade; [release notes](https://software.intel.com/content/www/us/en/develop/articles/openvino-relnotes.html).
 
 ## Model Cache Issues <a name="model-cache"></a>