Add version mapping between INC and Gaudi SW Stack (#1967)

Signed-off-by: Huang, Tai <tai.huang@intel.com>

README.md

@@ -39,6 +39,9 @@ pip install torch --index-url https://download.pytorch.org/whl/cpu
 #### Use Docker Image with torch installed for HPU
 https://docs.habana.ai/en/latest/Installation_Guide/Bare_Metal_Fresh_OS.html#bare-metal-fresh-os-single-click
 
+> **Note**:
+> There is a version mapping between Intel Neural Compressor and Gaudi Software Stack, please refer to this [table](./docs/source/3x/gaudi_version_map.md) and make sure to use a matched combination.
+
 #### Install torch/intel_extension_for_pytorch for Intel GPU
 https://intel.github.io/intel-extension-for-pytorch/index.html#installation
 

docs/source/3x/gaudi_version_map.md

@@ -0,0 +1,16 @@
+
+### Version mapping between Intel Neural Compressor to Gaudi Software Stack ###
+<table>
+    <thead>
+        <tr>
+            <th>Intel Neural Compressor</th>
+            <th>Gaudi Software Stack</th>
+        </tr>
+    </thead>
+    <tbody>
+        <tr>
+            <td>v3.0</td>
+            <td>v1.17</td>
+        </tr>
+    </tbody>
+</table>