I don't know if this problem already solved , there was a discussion https://ncsforum.movidius.com/discussion/468/error-5-toolkit-error-stage-details-not-supported-abs
The link above was using ncssdk1.
I am doing the same thing with ncssdk2.
@luh The current NCSDK (2.08) doesn't have support for the ABS operation. You can see the available operations for TensorFlow by looking in your /usr/local/bin/ncsdk/Controllers/Parsers/TensorFlowParser/ folder to see the support ops for TensorFlow.