chore: fixing OMP issues for macOS ARM and Python3.11.

script/make_utils/fix_omp_issues_for_intel_mac.sh

@@ -10,7 +10,7 @@ MACHINE=$(uname -m)
 PYTHON_VERSION=$(python --version | cut -d' ' -f2 | cut -d'.' -f1,2)
 DO_REGENERATE=0
 
-if [ "$UNAME" == "Darwin" ] && [ "$MACHINE" != "arm64" ]
+if [ "$UNAME" == "Darwin" ]
 then
 
     # We need to source the venv here, since it's not done in the CI
@@ -63,6 +63,15 @@ then
         ln -s "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/site-packages/concrete/.dylibs/libomp.dylib "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/./site-packages/sklearn/.dylibs/libomp.dylib
         rm "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/./site-packages/functorch/.dylibs/libiomp5.dylib
         ln -s "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/site-packages/concrete/.dylibs/libomp.dylib "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/./site-packages/functorch/.dylibs/libiomp5.dylib
+
+    elif [ "$PYTHON_VERSION" == "3.11" ]
+    then
+        rm "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/./site-packages/xgboost/.dylibs/libomp.dylib
+        ln -s "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/site-packages/concrete/.dylibs/libomp.dylib "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/./site-packages/xgboost/.dylibs/libomp.dylib
+        rm "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/./site-packages/torch/lib/libomp.dylib
+        ln -s "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/site-packages/concrete/.dylibs/libomp.dylib "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/./site-packages/torch/lib/libomp.dylib
+        rm "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/./site-packages/sklearn/.dylibs/libomp.dylib
+        ln -s "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/site-packages/concrete/.dylibs/libomp.dylib "${WHICH_VENV}"/lib/"${WHICH_PYTHON}"/./site-packages/sklearn/.dylibs/libomp.dylib
     else
         echo "Please have a look to libraries libiomp5.dylib related to torch and then"
         echo "apply appropriate fix"