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1、问题:PC端python3.6+onnx1.8+tidl_tools8.6的docker镜像中edgeai-benchmark生产模型在SDK-08_06_00_11版本TDA4VM板子edgeai-benchmark无法运行
2、Device version:root@tda4vm-sk:/# cat /etc/version 20230303231103
3、Detailed log:
INFO:20230519-015818: starting - cl-0016_onnxrt_imagenet1k_torchvision_mobilenetv2_onnx
INFO:20230519-015818: model_path - /opt/edgeai-modelzoo/models/vision/classification/imagenet1k/torchvision/mobilenetv2.onnx
INFO:20230519-015818: model_file - /opt/edgeai-benchmark/work_dirs/modelartifacts/TDA4VM/8bits/cl-0016_onnxrt_imagenet1k_torchvision_mobilenetv2_onnx/model/mobilenetv2.onnx
INFO:20230519-015818: running - cl-0016_onnxrt_imagenet1k_torchvision_mobilenetv2_onnx
INFO:20230519-015818: pipeline_config - {'task_type': 'classification', 'dataset_category': 'imagenet', 'calibration_dataset': <edgeai_benchmark.datasets.imagenet.ImageNetCls object at 0xffff64479f40>, 'input_dataset': <edgeai_benchmark.datasets.imagenet.ImageNetCls object at 0xffff64479fa0>, 'postprocess': <edgeai_benchmark.postprocess.PostProcessTransforms object at 0xffff643cf070>, 'preprocess': <edgeai_benchmark.preprocess.PreProcessTransforms object at 0xffff643cf100>, 'session': <edgeai_benchmark.sessions.onnxrt_session.ONNXRTSession object at 0xffff643cf2b0>, 'model_info': {'metric_reference': {'accuracy_top1%': 99.99}, 'model_shortlist': None}}
INFO:20230519-015819: infer - cl-0016_onnxrt_imagenet1k_torchvision_mobilenetv2_onnx - this may take some time...libtidl_onnxrt_EP loaded 0x403b4ee0
Final number of subgraphs created are : 1, - Offloaded Nodes - 100, Total Nodes - 100
APP: Init ... !!!
MEM: Init ... !!!
MEM: Initialized DMA HEAP (fd=5) !!!
MEM: Init ... Done !!!
IPC: Init ... !!!
IPC: Init ... Done !!!
REMOTE_SERVICE: Init ... !!!
REMOTE_SERVICE: Init ... Done !!!
69646.841902 s: GTC Frequency = 200 MHz
APP: Init ... Done !!!
69646.841976 s: VX_ZONE_INIT:Enabled
69646.841985 s: VX_ZONE_ERROR:Enabled
69646.841993 s: VX_ZONE_WARNING:Enabled
69646.842650 s: VX_ZONE_INIT:[tivxInitLocal:130] Initialization Done !!!
69646.842832 s: VX_ZONE_INIT:[tivxHostInitLocal:93] Initialization Done for HOST !!!
69646.858995 s: VX_ZONE_ERROR:[ownContextSendCmd:799] Command ack message returned failure cmd_status: -1
69646.859026 s: VX_ZONE_ERROR:[ownContextSendCmd:835] tivxEventWait() failed.
69646.859052 s: VX_ZONE_ERROR:[ownNodeKernelInit:527] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode
69646.859071 s: VX_ZONE_ERROR:[ownNodeKernelInit:528] Please be sure the target callbacks have been registered for this core
69646.859148 s: VX_ZONE_ERROR:[ownNodeKernelInit:529] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel
69646.859172 s: VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:1:1 ... failed !!!
69646.859195 s: VX_ZONE_ERROR:[vxVerifyGraph:2055] Node kernel init failed
69646.859214 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
infer : cl-0016_onnxrt_imagenet1k_torchvision_mobilenetv2_on| | 0% 0/1| [< ] 69646.901325 s: VX_ZONE_ERROR:[ownContextSendCmd:799] Command ack message returned failure cmd_status: -1
69646.901354 s: VX_ZONE_ERROR:[ownContextSendCmd:835] tivxEventWait() failed.
69646.901371 s: VX_ZONE_ERROR:[ownNodeKernelInit:527] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode
69646.901381 s: VX_ZONE_ERROR:[ownNodeKernelInit:528] Please be sure the target callbacks have been registered for this core
69646.901390 s: VX_ZONE_ERROR:[ownNodeKernelInit:529] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this kernel
69646.901400 s: VX_ZONE_ERROR:[ownGraphNodeKernelInit:583] kernel init for node 0, kernel com.ti.tidl:1:1 ... failed !!!
69646.901415 s: VX_ZONE_ERROR:[vxVerifyGraph:2055] Node kernel init failed
69646.901424 s: VX_ZONE_ERROR:[vxVerifyGraph:2109] Graph verify failed
69646.901534 s: VX_ZONE_ERROR:[ownGraphScheduleGraphWrapper:799] graph is not in a state required to be scheduled
69646.901543 s: VX_ZONE_ERROR:[vxProcessGraph:734] schedule graph failed
69646.901549 s: VX_ZONE_ERROR:[vxProcessGraph:739] wait graph failed
ERROR: Running TIDL graph ... Failed !!!
infer : cl-0016_onnxrt_imagenet1k_torchvision_mobilenetv2_on| 100%|##########|| 1/1 [00:00<00:00, 24.55it/s]
INFO:20230519-015819: infer completed - cl-0016_onnxrt_imagenet1k_torchvision_mobilenetv2_onnx - 0 sec
SUCCESS:20230519-015819: benchmark results - {'infer_path': 'cl-0016_onnxrt_imagenet1k_torchvision_mobilenetv2_onnx', 'accuracy_top1%': 0.0, 'num_subgraphs': 1, 'infer_time_core_ms': -74028040286.65303, 'infer_time_subgraph_ms': 8.658545, 'ddr_transfer_mb': 17.209408, 'perfsim_time_ms': 0.0, 'perfsim_ddr_transfer_mb': 0.0, 'perfsim_gmacs': 0.0}
69646.940441 s: VX_ZONE_INIT:[tivxHostDeInitLocal:107] De-Initialization Done for HOST !!!
69646.944827 s: VX_ZONE_INIT:[tivxDeInitLocal:193] De-Initialization Done !!!
APP: Deinit ... !!!
REMOTE_SERVICE: Deinit ... !!!
REMOTE_SERVICE: Deinit ... Done !!!
IPC: Deinit ... !!!
IPC: DeInit ... Done !!!
MEM: Deinit ... !!!
DDR_SHARED_MEM: Alloc's: 7 alloc's of 5305364 bytes
DDR_SHARED_MEM: Free's : 7 free's of 5305364 bytes
DDR_SHARED_MEM: Open's : 0 allocs of 0 bytes
DDR_SHARED_MEM: Total size: 536870912 bytes
MEM: Deinit ... Done !!!
APP: Deinit ... Done !!!