root@am62axx-evm:/opt/edgeai-gst-apps/apps_python# ./app_edgeai.py ../configs/yolov8.yaml libtidl_onnxrt_EP loaded 0x16185c60 Final number of subgraphs created are : 1, - Offloaded Nodes - 277, Total Nodes - 277 APP: Init ... !!! 138.561868 s: MEM: Init ... !!! 138.561944 s: MEM: Initialized DMA HEAP (fd=5) !!! 138.562138 s: MEM: Init ... Done !!! 138.562171 s: IPC: Init ... !!! 138.579820 s: IPC: Init ... Done !!! REMOTE_SERVICE: Init ... !!! REMOTE_SERVICE: Init ... Done !!! 138.584586 s: GTC Frequency = 200 MHz APP: Init ... Done !!! 138.584753 s: VX_ZONE_INFO: Globally Enabled VX_ZONE_ERROR 138.584770 s: VX_ZONE_INFO: Globally Enabled VX_ZONE_WARNING 138.584782 s: VX_ZONE_INFO: Globally Enabled VX_ZONE_INFO 138.585998 s: VX_ZONE_INFO: [tivxPlatformCreateTargetId:134] Added target MPU-0 138.586316 s: VX_ZONE_INFO: [tivxPlatformCreateTargetId:134] Added target MPU-1 138.586581 s: VX_ZONE_INFO: [tivxPlatformCreateTargetId:134] Added target MPU-2 138.586851 s: VX_ZONE_INFO: [tivxPlatformCreateTargetId:134] Added target MPU-3 138.586892 s: VX_ZONE_INFO: [tivxInitLocal:126] Initialization Done !!! 138.586925 s: VX_ZONE_INFO: Globally Disabled VX_ZONE_INFO [ 131.835146] usb 1-1: reset high-speed USB device number 2 using xhci-hcd ==========[INPUT PIPELINE(S)]========== [PIPE-0] v4l2src device=/dev/video-usb-cam0 brightness=128 contrast=32 saturation=32 ! capsfilter caps="image/jpeg, width=(int)1280, height=(int)720;" ! jpegdec ! tiovxdlcolorconvert ! capsfilter caps="video/x-raw, format=(string)NV12;" ! tiovxmultiscaler name=split_01 split_01. ! queue ! capsfilter caps="video/x-raw, width=(int)1280, height=(int)720;" ! tiovxdlcolorconvert out-pool-size=4 ! capsfilter caps="video/x-raw, format=(string)RGB;" ! appsink max-buffers=2 drop=True name=sen_0 split_01. ! queue ! capsfilter caps="video/x-raw, width=(int)640, height=(int)640;" ! tiovxdlpreproc out-pool-size=4 scale-0=0.00392200006172061 scale-1=0.00392200006172061 scale-2=0.00392200006172061 ! capsfilter caps="application/x-tensor-tiovx;" ! appsink max-buffers=2 drop=True name=pre_0 ==========[OUTPUT PIPELINE]========== appsrc do-timestamp=True format=3 block=True name=post_0 ! tiovxdlcolorconvert ! capsfilter caps="video/x-raw, format=(string)NV12, width=(int)1280, height=(int)720;" ! queue ! mosaic_0.sink_0 tiovxmosaic target=1 background=/tmp/background_0 name=mosaic_0 src::pool-size=4 sink_0::startx="<320>" sink_0::starty="<150>" sink_0::widths="<1280>" sink_0::heights="<720>" ! capsfilter caps="video/x-raw, format=(string)NV12, width=(int)1920, height=(int)1080;" ! queue ! tiperfoverlay title=Object Detection ! kmssink sync=False max-lateness=5000000 qos=True processing-deadline=15000000 driver-name=tidss connector-id=40 plane-id=31 force-modesetting=True fd=38 +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 65.15 ms from 9 samples | | total time : 86.02 ms from 8 samples | | framerate : 11.62 fps from 8 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 61.65 ms from 22 samples | | total time : 80.49 ms from 21 samples | | framerate : 12.42 fps from 21 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 61.46 ms from 35 samples | | total time : 79.90 ms from 33 samples | | framerate : 12.52 fps from 33 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 60.65 ms from 48 samples | | total time : 79.14 ms from 47 samples | | framerate : 12.64 fps from 47 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 60.44 ms from 61 samples | | total time : 78.75 ms from 60 samples | | framerate : 12.70 fps from 60 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 60.13 ms from 74 samples | | total time : 78.63 ms from 72 samples | | framerate : 12.72 fps from 72 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 60.06 ms from 87 samples | | total time : 78.44 ms from 85 samples | | framerate : 12.75 fps from 85 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.89 ms from 100 samples | | total time : 78.25 ms from 98 samples | | framerate : 12.78 fps from 98 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.73 ms from 113 samples | | total time : 78.14 ms from 111 samples | | framerate : 12.80 fps from 111 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.74 ms from 125 samples | | total time : 78.16 ms from 124 samples | | framerate : 12.79 fps from 124 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.69 ms from 138 samples | | total time : 78.11 ms from 137 samples | | framerate : 12.80 fps from 137 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.65 ms from 151 samples | | total time : 78.03 ms from 150 samples | | framerate : 12.81 fps from 150 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.55 ms from 164 samples | | total time : 77.93 ms from 163 samples | | framerate : 12.83 fps from 163 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.56 ms from 177 samples | | total time : 77.95 ms from 176 samples | | framerate : 12.83 fps from 176 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.49 ms from 190 samples | | total time : 77.88 ms from 189 samples | | framerate : 12.84 fps from 189 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.46 ms from 203 samples | | total time : 77.84 ms from 202 samples | | framerate : 12.85 fps from 202 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.42 ms from 216 samples | | total time : 77.83 ms from 215 samples | | framerate : 12.85 fps from 215 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.44 ms from 229 samples | | total time : 77.84 ms from 228 samples | | framerate : 12.85 fps from 228 samples | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Object Detection | +--------------------------------------------------------------------------+ +--------------------------------------------------------------------------+ | Input Src: /dev/video-usb-cam0 | | Model Name: yolov8_s_syncbn_fast_8xb16-100e_coco | | Model Type: detection | +--------------------------------------------------------------------------+ | dl-inference : 59.44 ms from 242 samples | | total time : 77.83 ms from 241 samples | | framerate : 12.85 fps from 241 samples | +--------------------------------------------------------------------------+ APP: Deinit ... !!! REMOTE_SERVICE: Deinit ... !!! REMOTE_SERVICE: Deinit ... Done !!! 160.302907 s: IPC: Deinit ... !!! 160.303925 s: IPC: DeInit ... Done !!! 160.303985 s: MEM: Deinit ... !!! 160.304003 s: DDR_SHARED_MEM: Alloc's: 66 alloc's of 147662304 bytes 160.304047 s: DDR_SHARED_MEM: Free's : 66 free's of 147662304 bytes 160.304059 s: DDR_SHARED_MEM: Open's : 0 allocs of 0 bytes 160.304075 s: MEM: Deinit ... Done !!! APP: Deinit ... Done !!! root@am62axx-evm:/opt/edgeai-gst-apps/apps_python#