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[FAQ] SK-TDA4VM: Error while running custom compiled model

Part Number: SK-TDA4VM

Hi,

I have trained object detection model on custom data using edgeai benchmark repos, and downloaded the model artifacts on my target device SK-TDA4VM for inference purpose.

While running command  ./app_edgeai.py ../configs/object_detection.yaml where object_detection.yaml has path to my custom compiled model below error encountered.

SDK Version : 08.05

224.383068 s:  VX_ZONE_INIT:Enabled
224.383094 s:  VX_ZONE_ERROR:Enabled
224.383100 s:  VX_ZONE_WARNING:Enabled
224.383923 s:  VX_ZONE_INIT:[tivxInitLocal:145] Initialization Done !!!
224.385144 s:  VX_ZONE_INIT:[tivxHostInitLocal:93] Initialization Done for HOST !!!
224.427357 s:  VX_ZONE_ERROR:[ownContextSendCmd:802] Command ack message returned failure cmd_status: -1
224.427384 s:  VX_ZONE_ERROR:[ownContextSendCmd:838] tivxEventWait() failed.
224.427407 s:  VX_ZONE_ERROR:[ownNodeKernelInit:525] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode
224.427414 s:  VX_ZONE_ERROR:[ownNodeKernelInit:526] Please be sure the target callbacks have been registered for this core
224.427420 s:  VX_ZONE_ERROR:[ownNodeKernelInit:527] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel
224.427428 s:  VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:1:2 ... failed !!!
224.427439 s:  VX_ZONE_ERROR:[vxVerifyGraph:2055] Node kernel init failed
224.427446 s:  VX_ZONE_ERROR:[vxVerifyGraph:2109] Graph verify failed
TIDL_RT_OVX: ERROR: Verifying TIDL graph ... Failed !!!
TIDL_RT_OVX: ERROR: Verify OpenVX graph failed

 

What is root cause for this issue ? and how can I fix the same ?

Best Regards,

Pratik

  • Hi,

    " 224.427446 s:  VX_ZONE_ERROR:[vxVerifyGraph:2109] Graph verify failed " line from console logs elaborate that, this is graph verification failure issue.

    To verify the same, one can run the script vx_app_arm_remote_log.out located inside /opt/vision_apps directory.

    Run the script as,

    root@tda4vm-sk:/opt/vision_apps# ./vx_app_arm_remote_log.out &

    After running this executable you will see similar logs, attached below are for reference.

    root@tda4vm-sk:/opt/vision_apps# ./vx_app_arm_remote_log.out &
    [1] 1686
    root@tda4vm-sk:/opt/vision_apps# [MCU2_0]      3.768030 s: CIO: Init ... Done !!!
    [MCU2_0]      3.768098 s: ### CPU Frequency = 1000000000 Hz
    [MCU2_0]      3.768140 s: CPU is running FreeRTOS
    [MCU2_0]      3.768166 s: APP: Init ... !!!
    [MCU2_0]      3.768191 s: SCICLIENT: Init ... !!!
    [MCU2_0]      3.768461 s: SCICLIENT: DMSC FW version [8.5.2--v08.05.02 (Chill Capybar]
    [MCU2_0]      3.768510 s: SCICLIENT: DMSC FW revision 0x8  
    [MCU2_0]      3.768561 s: SCICLIENT: DMSC FW ABI revision 3.1
    [MCU2_0]      3.768600 s: SCICLIENT: Init ... Done !!!
    [MCU2_0]      3.768629 s: UDMA: Init ... !!!
    [MCU2_0]      3.770121 s: UDMA: Init ... Done !!!
    [MCU2_0]      3.770178 s: MEM: Init ... !!!
    [MCU2_0]      3.770222 s: MEM: Created heap (DDR_LOCAL_MEM, id=0, flags=0x00000004) @ d9000000 of size 16777216 bytes !!!
    [MCU2_0]      3.770300 s: MEM: Created heap (L3_MEM, id=1, flags=0x00000000) @ 3600000 of size 262144 bytes !!!
    [MCU2_0]      3.770363 s: MEM: Init ... Done !!!
    [MCU2_0]      3.770387 s: IPC: Init ... !!!
    [MCU2_0]      3.770448 s: IPC: 6 CPUs participating in IPC !!!
    [MCU2_0]      3.770496 s: IPC: Waiting for HLOS to be ready ... !!!
    [MCU2_0]     15.239376 s: IPC: HLOS is ready !!!
    [MCU2_0]     15.254866 s: IPC: Init ... Done !!!
    [MCU2_0]     15.254928 s: APP: Syncing with 5 CPUs ... !!!
    [MCU2_0]     15.356068 s: APP: Syncing with 5 CPUs ... Done !!!
    [MCU2_0]     15.356306 s: REMOTE_SERVICE: Init ... !!!
    [MCU2_0]     15.357874 s: REMOTE_SERVICE: Init ... Done !!!
    [MCU2_0]     15.357937 s: FVID2: Init ... !!!
    [MCU2_0]     15.358004 s: FVID2: Init ... Done !!!
    [MCU2_0]     15.358038 s: VHWA: VPAC Init ... !!!
    [MCU2_0]     15.358065 s: SCICLIENT: Sciclient_pmSetModuleState module=290 state=2
    [MCU2_0]     15.358517 s: SCICLIENT: Sciclient_pmSetModuleState success
    [MCU2_0]     15.358570 s: VHWA: LDC Init ... !!!
    [MCU2_0]     15.366066 s: VHWA: LDC Init ... Done !!!
    [MCU2_0]     15.366129 s: VHWA: MSC Init ... !!!
    [MCU2_0]     15.380838 s: VHWA: MSC Init ... Done !!!
    [MCU2_0]     15.380897 s: VHWA: NF Init ... !!!
    [MCU2_0]     15.382851 s: VHWA: NF Init ... Done !!!
    [MCU2_0]     15.382910 s: VHWA: VISS Init ... !!!
    [MCU2_0]     15.393791 s: VHWA: VISS Init ... Done !!!
    [MCU2_0]     15.393853 s: VHWA: VPAC Init ... Done !!!
    [MCU2_0]     15.393902 s:  VX_ZONE_INIT:Enabled
    [MCU2_0]     15.393933 s:  VX_ZONE_ERROR:Enabled
    [MCU2_0]     15.393961 s:  VX_ZONE_WARNING:Enabled
    [MCU2_0]     15.395133 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target MCU2-0 
    [MCU2_0]     15.395372 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target VPAC_NF 
    [MCU2_0]     15.395611 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target VPAC_LDC1 
    [MCU2_0]     15.395836 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target VPAC_MSC1 
    [MCU2_0]     15.396048 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target VPAC_MSC2 
    [MCU2_0]     15.396356 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target VPAC_VISS1 
    [MCU2_0]     15.396620 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target CAPTURE1 
    [MCU2_0]     15.396870 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target CAPTURE2 
    [MCU2_0]     15.397117 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target DISPLAY1 
    [MCU2_0]     15.397378 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target DISPLAY2 
    [MCU2_0]     15.397624 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target CSITX 
    [MCU2_0]     15.397903 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target CAPTURE3 
    [MCU2_0]     15.398151 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target CAPTURE4 
    [MCU2_0]     15.398398 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target CAPTURE5 
    [MCU2_0]     15.398661 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target CAPTURE6 
    [MCU2_0]     15.398909 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target CAPTURE7 
    [MCU2_0]     15.399157 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target CAPTURE8 
    [MCU2_0]     15.399386 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target DSS_M2M1 
    [MCU2_0]     15.399625 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target DSS_M2M2 
    [MCU2_0]     15.399853 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target DSS_M2M3 
    [MCU2_0]     15.400069 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target DSS_M2M4 
    [MCU2_0]     15.400127 s:  VX_ZONE_INIT:[tivxInitLocal:145] Initialization Done !!!
    [MCU2_0]     15.400163 s: APP: OpenVX Target kernel init ... !!!
    [MCU2_0]     15.419202 s: APP: OpenVX Target kernel init ... Done !!!
    [MCU2_0]     15.419259 s: VISS REMOTE SERVICE: Init ... !!!
    [MCU2_0]     15.419338 s: VISS REMOTE SERVICE: Init ... Done !!!
    [MCU2_0]     15.419374 s: UDMA Copy: Init ... !!!
    [MCU2_0]     15.421241 s: UDMA Copy: Init ... Done !!!
    [MCU2_0]     15.421336 s: APP: Init ... Done !!!
    [MCU2_0]     15.421375 s: APP: Run ... !!!
    [MCU2_0]     15.421401 s: IPC: Starting echo test ...
    [MCU2_0]     15.423972 s: APP: Run ... Done !!!
    [MCU2_0]     15.425519 s: IPC: Echo status: mpu1_0[x] mcu2_0[s] mcu2_1[.] C66X_1[P] C66X_2[.] C7X_1[.] 
    [MCU2_0]     15.425654 s: IPC: Echo status: mpu1_0[x] mcu2_0[s] mcu2_1[P] C66X_1[P] C66X_2[.] C7X_1[.] 
    [MCU2_0]     15.425757 s: IPC: Echo status: mpu1_0[x] mcu2_0[s] mcu2_1[P] C66X_1[P] C66X_2[P] C7X_1[.] 
    [MCU2_0]     15.425851 s: IPC: Echo status: mpu1_0[x] mcu2_0[s] mcu2_1[P] C66X_1[P] C66X_2[P] C7X_1[P] 
    [MCU2_1]      3.786167 s: CIO: Init ... Done !!!
    [MCU2_1]      3.786236 s: ### CPU Frequency = 1000000000 Hz
    [MCU2_1]      3.786278 s: CPU is running FreeRTOS
    [MCU2_1]      3.786305 s: APP: Init ... !!!
    [MCU2_1]      3.786328 s: SCICLIENT: Init ... !!!
    [MCU2_1]      3.786591 s: SCICLIENT: DMSC FW version [8.5.2--v08.05.02 (Chill Capybar]
    [MCU2_1]      3.786641 s: SCICLIENT: DMSC FW revision 0x8  
    [MCU2_1]      3.786675 s: SCICLIENT: DMSC FW ABI revision 3.1
    [MCU2_1]      3.786724 s: SCICLIENT: Init ... Done !!!
    [MCU2_1]      3.786756 s: UDMA: Init ... !!!
    [MCU2_1]      3.788332 s: UDMA: Init ... Done !!!
    [MCU2_1]      3.788393 s: MEM: Init ... !!!
    [MCU2_1]      3.788436 s: MEM: Created heap (DDR_LOCAL_MEM, id=0, flags=0x00000004) @ da000000 of size 16777216 bytes !!!
    [MCU2_1]      3.788509 s: MEM: Created heap (L3_MEM, id=1, flags=0x00000001) @ 3640000 of size 262144 bytes !!!
    [MCU2_1]      3.788569 s: MEM: Init ... Done !!!
    [MCU2_1]      3.788595 s: IPC: Init ... !!!
    [MCU2_1]      3.788652 s: IPC: 6 CPUs participating in IPC !!!
    [MCU2_1]      3.788711 s: IPC: Waiting for HLOS to be ready ... !!!
    [MCU2_1]     15.340506 s: IPC: HLOS is ready !!!
    [MCU2_1]     15.355947 s: IPC: Init ... Done !!!
    [MCU2_1]     15.356016 s: APP: Syncing with 5 CPUs ... !!!
    [MCU2_1]     15.356066 s: APP: Syncing with 5 CPUs ... Done !!!
    [MCU2_1]     15.356103 s: REMOTE_SERVICE: Init ... !!!
    [MCU2_1]     15.357895 s: REMOTE_SERVICE: Init ... Done !!!
    [MCU2_1]     15.357964 s: FVID2: Init ... !!!
    [MCU2_1]     15.358040 s: FVID2: Init ... Done !!!
    [MCU2_1]     15.358076 s: VHWA: DMPAC: Init ... !!!
    [MCU2_1]     15.358103 s: SCICLIENT: Sciclient_pmSetModuleState module=48 state=2
    [MCU2_1]     15.358631 s: SCICLIENT: Sciclient_pmSetModuleState success
    [MCU2_1]     15.358673 s: SCICLIENT: Sciclient_pmSetModuleState module=305 state=2
    [MCU2_1]     15.359095 s: SCICLIENT: Sciclient_pmSetModuleState success
    [MCU2_1]     15.359134 s: VHWA: DOF Init ... !!!
    [MCU2_1]     15.370010 s: VHWA: DOF Init ... Done !!!
    [MCU2_1]     15.370074 s: VHWA: SDE Init ... !!!
    [MCU2_1]     15.373908 s: VHWA: SDE Init ... Done !!!
    [MCU2_1]     15.373967 s: VHWA: DMPAC: Init ... Done !!!
    [MCU2_1]     15.374012 s:  VX_ZONE_INIT:Enabled
    [MCU2_1]     15.374041 s:  VX_ZONE_ERROR:Enabled
    [MCU2_1]     15.374068 s:  VX_ZONE_WARNING:Enabled
    [MCU2_1]     15.375298 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target MCU2-1 
    [MCU2_1]     15.375535 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target DMPAC_SDE 
    [MCU2_1]     15.375779 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:66] Added target DMPAC_DOF 
    [MCU2_1]     15.375841 s:  VX_ZONE_INIT:[tivxInitLocal:145] Initialization Done !!!
    [MCU2_1]     15.375880 s: APP: OpenVX Target kernel init ... !!!
    [MCU2_1]     15.376160 s: APP: OpenVX Target kernel init ... Done !!!
    [MCU2_1]     15.376201 s: UDMA Copy: Init ... !!!
    [MCU2_1]     15.378812 s: UDMA Copy: Init ... Done !!!
    [MCU2_1]     15.378879 s: APP: Init ... Done !!!
    [MCU2_1]     15.378911 s: APP: Run ... !!!
    [MCU2_1]     15.378939 s: IPC: Starting echo test ...
    [MCU2_1]     15.381497 s: APP: Run ... Done !!!
    [MCU2_1]     15.382756 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[s] C66X_1[P] C66X_2[.] C7X_1[.] 
    [MCU2_1]     15.382876 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[s] C66X_1[P] C66X_2[P] C7X_1[.] 
    [MCU2_1]     15.382969 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[s] C66X_1[P] C66X_2[P] C7X_1[P] 
    [MCU2_1]     15.424790 s: IPC: Echo status: mpu1_0[x] mcu2_0[P] mcu2_1[s] C66X_1[P] C66X_2[P] C7X_1[P] 
    [C6x_1 ]      3.847281 s: CIO: Init ... Done !!!
    [C6x_1 ]      3.847306 s: ### CPU Frequency = 1350000000 Hz
    [C6x_1 ]      3.847317 s: CPU is running FreeRTOS
    [C6x_1 ]      3.847324 s: APP: Init ... !!!
    [C6x_1 ]      3.847332 s: SCICLIENT: Init ... !!!
    [C6x_1 ]      3.847554 s: SCICLIENT: DMSC FW version [8.5.2--v08.05.02 (Chill Capybar]
    [C6x_1 ]      3.847566 s: SCICLIENT: DMSC FW revision 0x8  
    [C6x_1 ]      3.847575 s: SCICLIENT: DMSC FW ABI revision 3.1
    [C6x_1 ]      3.847585 s: SCICLIENT: Init ... Done !!!
    [C6x_1 ]      3.847594 s: UDMA: Init ... !!!
    [C6x_1 ]      3.849172 s: UDMA: Init ... Done !!!
    [C6x_1 ]      3.849193 s: MEM: Init ... !!!
    [C6x_1 ]      3.849206 s: MEM: Created heap (DDR_LOCAL_MEM, id=0, flags=0x00000004) @ dc000000 of size 16777216 bytes !!!
    [C6x_1 ]      3.849223 s: MEM: Created heap (L2_MEM, id=2, flags=0x00000001) @ 800000 of size 229376 bytes !!!
    [C6x_1 ]      3.849239 s: MEM: Created heap (DDR_SCRATCH_MEM, id=4, flags=0x00000001) @ dd000000 of size 50331648 bytes !!!
    [C6x_1 ]      3.849255 s: MEM: Init ... Done !!!
    [C6x_1 ]      3.849263 s: IPC: Init ... !!!
    [C6x_1 ]      3.849283 s: IPC: 6 CPUs participating in IPC !!!
    [C6x_1 ]      3.849298 s: IPC: Waiting for HLOS to be ready ... !!!
    [C6x_1 ]     14.854075 s: IPC: HLOS is ready !!!
    [C6x_1 ]     14.857943 s: IPC: Init ... Done !!!
    [C6x_1 ]     14.857971 s: APP: Syncing with 5 CPUs ... !!!
    [C6x_1 ]     15.356065 s: APP: Syncing with 5 CPUs ... Done !!!
    [C6x_1 ]     15.356083 s: REMOTE_SERVICE: Init ... !!!
    [C6x_1 ]     15.356752 s: REMOTE_SERVICE: Init ... Done !!!
    [C6x_1 ]     15.356786 s:  VX_ZONE_INIT:Enabled
    [C6x_1 ]     15.356797 s:  VX_ZONE_ERROR:Enabled
    [C6x_1 ]     15.356807 s:  VX_ZONE_WARNING:Enabled
    [C6x_1 ]     15.357603 s:  VX_ZONE_INIT:[tivxInitLocal:145] Initialization Done !!!
    [C6x_1 ]     15.357617 s: APP: OpenVX Target kernel init ... !!!
    [C6x_1 ]     15.357879 s: APP: OpenVX Target kernel init ... Done !!!
    [C6x_1 ]     15.357894 s: UDMA Copy: Init ... !!!
    [C6x_1 ]     15.362236 s: UDMA Copy: Init ... Done !!!
    [C6x_1 ]     15.362257 s: APP: Init ... Done !!!
    [C6x_1 ]     15.362266 s: APP: Run ... !!!
    [C6x_1 ]     15.362275 s: IPC: Starting echo test ...
    [C6x_1 ]     15.363297 s: APP: Run ... Done !!!
    [C6x_1 ]     15.363622 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[x] C66X_1[s] C66X_2[x] C7X_1[P] 
    [C6x_1 ]     15.364231 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[x] C66X_1[s] C66X_2[P] C7X_1[P] 
    [C6x_1 ]     15.382081 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[P] C66X_1[s] C66X_2[P] C7X_1[P] 
    [C6x_1 ]     15.424663 s: IPC: Echo status: mpu1_0[x] mcu2_0[P] mcu2_1[P] C66X_1[s] C66X_2[P] C7X_1[P] 
    [C6x_2 ]      3.931964 s: CIO: Init ... Done !!!
    [C6x_2 ]      3.931989 s: ### CPU Frequency = 1350000000 Hz
    [C6x_2 ]      3.932001 s: CPU is running FreeRTOS
    [C6x_2 ]      3.932009 s: APP: Init ... !!!
    [C6x_2 ]      3.932017 s: SCICLIENT: Init ... !!!
    [C6x_2 ]      3.932232 s: SCICLIENT: DMSC FW version [8.5.2--v08.05.02 (Chill Capybar]
    [C6x_2 ]      3.932244 s: SCICLIENT: DMSC FW revision 0x8  
    [C6x_2 ]      3.932254 s: SCICLIENT: DMSC FW ABI revision 3.1
    [C6x_2 ]      3.932264 s: SCICLIENT: Init ... Done !!!
    [C6x_2 ]      3.932273 s: UDMA: Init ... !!!
    [C6x_2 ]      3.933921 s: UDMA: Init ... Done !!!
    [C6x_2 ]      3.933943 s: MEM: Init ... !!!
    [C6x_2 ]      3.933957 s: MEM: Created heap (DDR_LOCAL_MEM, id=0, flags=0x00000004) @ e0000000 of size 16777216 bytes !!!
    [C6x_2 ]      3.933974 s: MEM: Created heap (L2_MEM, id=2, flags=0x00000001) @ 800000 of size 229376 bytes !!!
    [C6x_2 ]      3.933989 s: MEM: Created heap (DDR_SCRATCH_MEM, id=4, flags=0x00000001) @ e1000000 of size 50331648 bytes !!!
    [C6x_2 ]      3.934006 s: MEM: Init ... Done !!!
    [C6x_2 ]      3.934015 s: IPC: Init ... !!!
    [C6x_2 ]      3.934035 s: IPC: 6 CPUs participating in IPC !!!
    [C6x_2 ]      3.934050 s: IPC: Waiting for HLOS to be ready ... !!!
    [C6x_2 ]     15.066237 s: IPC: HLOS is ready !!!
    [C6x_2 ]     15.070009 s: IPC: Init ... Done !!!
    [C6x_2 ]     15.070034 s: APP: Syncing with 5 CPUs ... !!!
    [C6x_2 ]     15.356065 s: APP: Syncing with 5 CPUs ... Done !!!
    [C6x_2 ]     15.356083 s: REMOTE_SERVICE: Init ... !!!
    [C6x_2 ]     15.356777 s: REMOTE_SERVICE: Init ... Done !!!
    [C6x_2 ]     15.356808 s:  VX_ZONE_INIT:Enabled
    [C6x_2 ]     15.356820 s:  VX_ZONE_ERROR:Enabled
    [C6x_2 ]     15.356830 s:  VX_ZONE_WARNING:Enabled
    [C6x_2 ]     15.357620 s:  VX_ZONE_INIT:[tivxInitLocal:145] Initialization Done !!!
    [C6x_2 ]     15.357634 s: APP: OpenVX Target kernel init ... !!!
    [C6x_2 ]     15.357903 s: APP: OpenVX Target kernel init ... Done !!!
    [C6x_2 ]     15.357922 s: UDMA Copy: Init ... !!!
    [C6x_2 ]     15.362732 s: UDMA Copy: Init ... Done !!!
    [C6x_2 ]     15.362755 s: APP: Init ... Done !!!
    [C6x_2 ]     15.362765 s: APP: Run ... !!!
    [C6x_2 ]     15.362774 s: IPC: Starting echo test ...
    [C6x_2 ]     15.363886 s: APP: Run ... Done !!!
    [C6x_2 ]     15.364229 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[x] C66X_1[P] C66X_2[s] C7X_1[.] 
    [C6x_2 ]     15.364261 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[x] C66X_1[P] C66X_2[s] C7X_1[P] 
    [C6x_2 ]     15.382105 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[P] C66X_1[P] C66X_2[s] C7X_1[P] 
    [C6x_2 ]     15.424683 s: IPC: Echo status: mpu1_0[x] mcu2_0[P] mcu2_1[P] C66X_1[P] C66X_2[s] C7X_1[P] 
    [C7x_1 ]      4.486214 s: CIO: Init ... Done !!!
    [C7x_1 ]      4.486228 s: ### CPU Frequency = 1000000000 Hz
    [C7x_1 ]      4.486239 s: CPU is running FreeRTOS
    [C7x_1 ]      4.486248 s: APP: Init ... !!!
    [C7x_1 ]      4.486255 s: SCICLIENT: Init ... !!!
    [C7x_1 ]      4.486483 s: SCICLIENT: DMSC FW version [8.5.2--v08.05.02 (Chill Capybar]
    [C7x_1 ]      4.486497 s: SCICLIENT: DMSC FW revision 0x8  
    [C7x_1 ]      4.486507 s: SCICLIENT: DMSC FW ABI revision 3.1
    [C7x_1 ]      4.486517 s: SCICLIENT: Init ... Done !!!
    [C7x_1 ]      4.486526 s: UDMA: Init ... !!!
    [C7x_1 ]      4.487770 s: UDMA: Init ... Done !!!
    [C7x_1 ]      4.487782 s: MEM: Init ... !!!
    [C7x_1 ]      4.487793 s: MEM: Created heap (DDR_LOCAL_MEM, id=0, flags=0x00000004) @ 117000000 of size 268435456 bytes !!!
    [C7x_1 ]      4.487813 s: MEM: Created heap (L3_MEM, id=1, flags=0x00000001) @ 70020000 of size 8159232 bytes !!!
    [C7x_1 ]      4.487831 s: MEM: Created heap (L2_MEM, id=2, flags=0x00000001) @ 64800000 of size 458752 bytes !!!
    [C7x_1 ]      4.487848 s: MEM: Created heap (L1_MEM, id=3, flags=0x00000001) @ 64e00000 of size 16384 bytes !!!
    [C7x_1 ]      4.487866 s: MEM: Created heap (DDR_SCRATCH_MEM, id=4, flags=0x00000001) @ 100000000 of size 385875968 bytes !!!
    [C7x_1 ]      4.487884 s: MEM: Init ... Done !!!
    [C7x_1 ]      4.487893 s: IPC: Init ... !!!
    [C7x_1 ]      4.487906 s: IPC: 6 CPUs participating in IPC !!!
    [C7x_1 ]      4.487921 s: IPC: Waiting for HLOS to be ready ... !!!
    [C7x_1 ]     15.206564 s: IPC: HLOS is ready !!!
    [C7x_1 ]     15.208664 s: IPC: Init ... Done !!!
    [C7x_1 ]     15.208678 s: APP: Syncing with 5 CPUs ... !!!
    [C7x_1 ]     15.356066 s: APP: Syncing with 5 CPUs ... Done !!!
    [C7x_1 ]     15.356085 s: REMOTE_SERVICE: Init ... !!!
    [C7x_1 ]     15.356246 s: REMOTE_SERVICE: Init ... Done !!!
    [C7x_1 ]     15.356268 s:  VX_ZONE_INIT:Enabled
    [C7x_1 ]     15.356279 s:  VX_ZONE_ERROR:Enabled
    [C7x_1 ]     15.356289 s:  VX_ZONE_WARNING:Enabled
    [C7x_1 ]     15.356440 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:59] Added target DSP_C7-1 
    [C7x_1 ]     15.356544 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:59] Added target DSP_C7-1_PRI_2 
    [C7x_1 ]     15.356646 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:59] Added target DSP_C7-1_PRI_3 
    [C7x_1 ]     15.356718 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:59] Added target DSP_C7-1_PRI_4 
    [C7x_1 ]     15.356783 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:59] Added target DSP_C7-1_PRI_5 
    [C7x_1 ]     15.356849 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:59] Added target DSP_C7-1_PRI_6 
    [C7x_1 ]     15.356962 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:59] Added target DSP_C7-1_PRI_7 
    [C7x_1 ]     15.357031 s:  VX_ZONE_INIT:[tivxPlatformCreateTargetId:59] Added target DSP_C7-1_PRI_8 
    [C7x_1 ]     15.357053 s:  VX_ZONE_INIT:[tivxInitLocal:145] Initialization Done !!!
    [C7x_1 ]     15.357074 s: APP: OpenVX Target kernel init ... !!!
    [C7x_1 ]     15.357217 s: APP: OpenVX Target kernel init ... Done !!!
    [C7x_1 ]     15.357231 s: APP: Init ... Done !!!
    [C7x_1 ]     15.357239 s: APP: Run ... !!!
    [C7x_1 ]     15.357247 s: IPC: Starting echo test ...
    [C7x_1 ]     15.357403 s: APP: Run ... Done !!!
    [C7x_1 ]     15.363628 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[x] C66X_1[P] C66X_2[x] C7X_1[s] 
    [C7x_1 ]     15.364222 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[x] C66X_1[P] C66X_2[P] C7X_1[s] 
    [C7x_1 ]     15.382125 s: IPC: Echo status: mpu1_0[x] mcu2_0[x] mcu2_1[P] C66X_1[P] C66X_2[P] C7X_1[s] 
    [C7x_1 ]     15.424720 s: IPC: Echo status: mpu1_0[x] mcu2_0[P] mcu2_1[P] C66X_1[P] C66X_2[P] C7X_1[s] 
    [C7x_1 ]    224.427038 s:  VX_ZONE_ERROR:[tivxKernelTIDLCreate:705] Network version - 0x20230208, Expected version - 0x20221206
    

    from the last line of above log,

    " [C7x_1 ]    224.427038 s:  VX_ZONE_ERROR:[tivxKernelTIDLCreate:705] Network version - 0x20230208, Expected version - 0x20221206 "

    its clear that imported network is build on different sdk version which is not compatible to current installed sdk.

    There are 2 ways to fix this problem,

    1. Rebuild the model artifacts on same sdk which is installed on your SK-TD4VM (Recommended)

    2. Prepare new SD card for same version on which network artifacts are compiled (Work around)

    Note : Make sure you run vx_app_arm_remote_log.out just after running  ./app_edgeai.py ../configs/object_detection.yaml command.

    Regards,

    Pratik