2 gvadetect elements in a pipeline, results in decrease of processing FPS #804
Description
Hi @nnshah1,
Recently got a issue with running a pipeline.json , which usage two gvadetect element, It runs fine when I deploy single pod, and gives good processing FPS, if received FPS is 10, process FPS is 9.5.
But when I deploy other pods, FPS keeps on decreasing and the one that deployed last gets the lowest FPS like 2.3, which results in creation of recording snippet with stuck frames.
Pipeline template I am using
"template":"rtspsrc udp-buffer-size=212992 name=source ! queue ! rtph264depay ! h264parse ! video/x-h264 ! tee name=t ! queue ! decodebin ! gvadetect model=\"{models[uniform_yolov4_tiny_608_default_anchors_mask_012_INT8][1][network]}\" model-proc=\"{models[uniform_yolov4_tiny_608_default_anchors_mask_012_INT8][1][proc]}\" name=\"detection1\" ie-config=CPU_THREADS_NUM=2 threshold=0.40 ! gvadetect model=\"{models[head_yolov4_tiny_608_INT8][1][network]}\" model-proc=\"{models[head_yolov4_tiny_608_INT8][1][proc]}\" name=\"detection\" ie-config=CPU_THREADS_NUM=1 threshold=0.40 ! gvametaconvert name=\"metaconvert\" ! gvapython name=\"visitorDensityStaffUniformDet\" module=\"custom_transforms/visitorDensityStaffUniformDet\" class=\"WaitTime\" ! queue ! gvametapublish name=\"destination\" ! appsink name=appsink t. ! splitmuxsink max-size-time=300000000000 name=\"splitmuxsink\"",
Please suggest,the possible solution or reason why this would happen.