Hardware/Software Used
Intel® Distribution of OpenVINO™ Toolkit 2018 R5
Intel® Vision Accelerator Design with Intel® Arria® 10 FPGA (IEI's Mustang-F100-A10)
Run pedestrian demo will mall.mp4 video following video tutorial (https://www.youtube.com/watch?v=OKH57mvO9k0),
but got errors.
Takeaways:
Seems to run on CPU, will not run on FPGA due to “OUT OF HOST MEMORY” error, shown below.
Questions/Concerns:
· Not really sure what the performance metric would be on this kind of demo / I don’t know where to output an FPS or other metric
o Copy from face detection to get fps on pedestrian tracker
· Works on CPU, does not run on HETERO:FPGA,CPU (error screenshot below)
Trying Different Bitstreams
· MobileNet / SqueezeNet / Generic / AlexNet_GoogleNet / ResNet / TinyYolo_SSD300 / VGG error
· ELU / RMNet error
o Video pops up briefly then goes away, doesn’t show tracking mechanism
Notes / Appendix:
Code to run, from Release directory: ieisw@ieiswSER0:~/inference_engine_samples/intel64/Release$
./pedestrian_tracker_demo -i ~/FPGA_POV1/mall.mp4 -m_det /opt/intel/computer_vision_sdk/deployment_tools/intel_models/person-detection-retail-0013/FP32/person-detection-retail-0013.xml -d_det CPU -m_reid /opt/intel/computer_vision_sdk/deployment_tools/intel_models/person-reidentification-retail-0031/FP32/person-reidentification-retail-0031.xml -d_reid CPU -pc
./pedestrian_tracker_demo -i ~/FPGA_POV1/mall.mp4 -m_det /opt/intel/computer_vision_sdk/deployment_tools/intel_models/person-detection-retail-0013/FP32/person-detection-retail-0013.xml -d_det HETERO:FPGA,CPU -m_reid /opt/intel/computer_vision_sdk/deployment_tools/intel_models/person-reidentification-retail-0031/FP32/person-reidentification-retail-0031.xml -d_reid HETERO:FPGA,CPU -pc
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