fix onnxruntime segment fault with tf 1.10

Author: nbcsm

ci_build/azure_pipelines/templates/setup.yml

@@ -5,6 +5,14 @@ steps:
     set -ex
     pip install pytest pytest-cov pytest-runner graphviz requests pyyaml pillow pandas
     pip install $(CI_PIP_TF_NAME) $(CI_PIP_ONNX_NAME) $(CI_PIP_ONNX_BACKEND_NAME)
+
+    # TF 1.10 requires numpy <=1.14.5 and >=1.13.3, but onnxruntime 0.2.1 does not work with numpy <= 1.14.5
+    # Upgrade numpy only within constraints from other packages if any.
+    if [[ $CI_TF_VERSION == 1.10* ]] && [[ $CI_ONNX_BACKEND == "onnxruntime" ]] ;
+    then
+        pip install $(CI_PIP_ONNX_NAME) $(CI_PIP_ONNX_BACKEND_NAME) numpy --no-deps -U
+    fi
+
     python setup.py install
     pip freeze --all
   displayName: 'Setup Environment'