GPU output is all zeros

[mfonken-trimble]

I'm having issues with my trained MobileNet SSD v2 model via OpenVINO on a Windows laptop with an Intel UHD Graphics GPU. Everything works great works great on CPU but returns only zeros with GPU. No crash or anything, just zeros on same input and just changing the device when running compile_model.

OpenVINO finds the GPU no problem with core.available_devices. My model is converted to OpenVINO IR format with .xml and .bin. I'm a little over my head but know the model has dynamic sizes, however I've tried reshaping the model with model.reshape([1, 640, 640, 3]) with no success. The benchmark app runs without issue on both CPU and GPU, oddly enough though the GPU is significantly slower than CPU (14FPS vs 72FPS).

Any ideas how to get GPU working? Thanks!