Running models with FP16

[InzamamAnwar]

I am trying to run Face Detection model with FP16.

I converted the face detection model face-detection-retail-0004.blob with -ip FP16 using the OpenVINO compile_tool. The model converted successfully. But when I try to run it on OAK-D-PoE, it gives me the following error;

[DetectionNetwork(4)] [error] Input tensor 'data' (0) exceeds available data range. Data size (270000B), tensor offset (0), size (540000B) - skipping inference

I tried to setup setFp16 property of ColorCamera but still gives me an error.

Is there a way to run it with FP16 or FP32? My goal is to get same predictions with the model as it gives when doing inference with OpenVINO IR model on host machine