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[参考译文] SK-AM62A-LP:EVM 上的自定义模型推理失败并且图形验证失败。

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https://e2e.ti.com/support/processors-group/processors/f/processors-forum/1543843/sk-am62a-lp-custom-model-inference-on-evm-failed-with-graph-verify-failed

器件型号:SK-AM62A-LP


工具/软件:

TI 团队大家好、

我的一个自定义模型在 TIDL ONNX Runtime Execution Provider 进行推理时卡住了。

您能否提供有关对此问题进行故障排除的提示或建议?

该模型是使用 TIDL 编译器编译的自定义 ONNX 模型。
编译成功完成。

-使用 x86 仿真器模式进行推理:**Success **
-对 EVM 的推理:**失败**

请查看下面的日志输出:

libtidl_onnxrt_EP loaded 0x270aad80
Final number of subgraphs created are : 16, - Offloaded Nodes - 380, Total Nodes - 420
APP: Init ... !!!
 52967.375819 s: MEM: Init ... !!!
 52967.375894 s: MEM: Initialized DMA HEAP (fd=5) !!!
 52967.376090 s: MEM: Init ... Done !!!
 52967.376124 s: IPC: Init ... !!!
 52967.394312 s: IPC: Init ... Done !!!
REMOTE_SERVICE: Init ... !!!
REMOTE_SERVICE: Init ... Done !!!
 52967.398984 s: GTC Frequency = 200 MHz
APP: Init ... Done !!!
 52967.399171 s:  VX_ZONE_INFO: Globally Enabled VX_ZONE_ERROR
 52967.399201 s:  VX_ZONE_INFO: Globally Enabled VX_ZONE_WARNING
 52967.399211 s:  VX_ZONE_INFO: Globally Enabled VX_ZONE_INFO
 52967.400335 s:  VX_ZONE_INFO: [tivxPlatformCreateTargetId:134] Added target MPU-0
 52967.401090 s:  VX_ZONE_INFO: [tivxPlatformCreateTargetId:134] Added target MPU-1
 52967.401509 s:  VX_ZONE_INFO: [tivxPlatformCreateTargetId:134] Added target MPU-2
 52967.402237 s:  VX_ZONE_INFO: [tivxPlatformCreateTargetId:134] Added target MPU-3
 52967.402335 s:  VX_ZONE_INFO: [tivxInitLocal:126] Initialization Done !!!
 52967.402374 s:  VX_ZONE_INFO: Globally Disabled VX_ZONE_INFO
 52967.817573 s:  VX_ZONE_ERROR: [ownContextSendCmd:912] Command ack message returned failure cmd_status: -1
 52967.817842 s:  VX_ZONE_ERROR: [ownNodeKernelInit:604] Target kernel, TIVX_CMD_NODE_CREATE failed for node TIDLNode
 52967.817871 s:  VX_ZONE_ERROR: [ownNodeKernelInit:605] Please be sure the target callbacks have been registered for this core
 52967.817881 s:  VX_ZONE_ERROR: [ownNodeKernelInit:606] If the target callbacks have been registered, please ensure no errors are occurring within the create callback of this k
 52967.817898 s:  VX_ZONE_ERROR: [ownGraphNodeKernelInit:690] kernel init for node 0, kernel com.ti.tidl:4:3 ... failed !!!
 52967.817964 s:  VX_ZONE_ERROR: [ TIDL subgraph cls_signal ] Node kernel init failed
 52967.817976 s:  VX_ZONE_ERROR: [ TIDL subgraph cls_signal ] Graph verify failed
TIDL_RT_OVX: ERROR: Verifying TIDL graph ... Failed !!!
TIDL_RT_OVX: ERROR: Verify OpenVX graph failed

推理应用程序是我们自己使用 ONNX Runtime API 的自定义 Python 程序、具有以下执行提供程序列表:
`EP_LIST =[“TIDLExecutionProvider",“,"CPUExecutionProvider"]、"CPUExecutionProvider"]`“`</s>“

提前感谢您的支持。