The testing was performed to achieve the objectives of the test plan developed by Vix Vizion. The objectives of the testing to
- Set up Dell EMC PowerEdge R740xd Server with 1-3 NVIDIA T4 GPUs.
- Configure the Virtual machine with a known number of virtual CPUs (vCPU) and a known amount of memory.
- Power up the server and set custom airflow values to 300 LFM on the PCI-E slots where GPU cards were installed.
- Install Vix Vizion Imagus software package (Server and Client) and run set up procedures.
- Set up virtual video channels with specified video source (street walk crowd scene files (multiple faces, moving camera) provided by Vix Vizion).
- Set up Imagus video analytics detector module. Set up camera sources and set 12 fps for inference performance. Video streamed from a file which was recorded at 30 fps @1920x1080x3 color pixels encoded in H.264 format at 4 Mb/s.
- Set up facial image database with 10,000 images.
- Set up archiving database for archiving of detected image metadata and sample images for incoming video channels.
- Set up GPU profiling application.
- Set up Imagus analytics profile and Grafana based analytics, graphics, and visualization software for data graphical analysis and visualization.