How to Resolve "ERROR execute(301) Failed to execute model:"

0

We have two applications working on the same AWS Panorama Appliance and processing different video streams. Unfortunately, we are catching the following error.

2022-10-09 21:25:32.360 ERROR executionThread(358) Model 'model': 2022-10-09 21:25:32.359 ERROR execute(301) Failed to execute model:
TVMError: 
'"---------------------------------------------------------------"
An error occurred during the execution of TVM.
For more information, please see: https://tvm.apache.org/docs/errors.html
'"---------------------------------------------------------------
  Check failed: (context->execute(batch_size
"Stack trace:
  File "/home/nvidia/neo-ai-dlr/3rdparty/tvm/src/runtime/contrib/tensorrt/tensorrt_runtime.cc", line 177
  [bt] (0) /data/cloud/assets/applicationInstance-6ta4fxv6hatsk62pf7aigge36e/a9adc18d31f58ce11dab117a31b7f47e7ee2ab83e04b52c2952ac8cd47b51f72/model/libdlr.so(+0x381358) [0x7f81e66358]
  [bt] (1) /data/cloud/assets/applicationInstance-6ta4fxv6hatsk62pf7aigge36e/a9adc18d31f58ce11dab117a31b7f47e7ee2ab83e04b52c2952ac8cd47b51f72/model/libdlr.so(tvm::runtime::detail::LogFatal::Entry::Finalize()+0x88) [0x7f81bb64a0]
  [bt] (2) /data/cloud/assets/applicationInstance-6ta4fxv6hatsk62pf7aigge36e/a9adc18d31f58ce11dab117a31b7f47e7ee2ab83e04b52c2952ac8cd47b51f72/model/libdlr.so(tvm::runtime::contrib::TensorRTRuntime::Run()+0x12b8) [0x7f81e243b0]
  [bt] (3) /data/cloud/assets/applicationInstance-6ta4fxv6hatsk62pf7aigge36e/a9adc18d31f58ce11dab117a31b7f47e7ee2ab83e04b52c2952ac8cd47b51f72/model/libdlr.so(std::_Function_handler<void (tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*), tvm::runtime::json::JSONRuntimeBase::GetFunction(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, tvm::runtime::ObjectPtr<tvm::runtime::Object> const&)::{lambda(tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*)#3}>::_M_invoke(std::_Any_data const&, tvm::runtime::TVMArgs&&, tvm::runtime::TVMRetValue*&&)+0x5c) [0x7f81e1bfc4]
  [bt] (4) /data/cloud/assets/applicationInstance-6ta4fxv6hatsk62pf7aigge36e/a9adc18d31f58ce11dab117a31b7f47e7ee2ab83e04b52c2952ac8cd47b51f72/model/libdlr.so(+0x3c0dc4) [0x7f81ea5dc4]
  [bt] (5) /data/cloud/assets/applicationInstance-6ta4fxv6hatsk62pf7aigge36e/a9adc18d31f58ce11dab117a31b7f47e7ee2ab83e04b52c2952ac8cd47b51f72/model/libdlr.so(+0x3c0e4c) [0x7f81ea5e4c]
  [bt] (6) /data/cloud/assets/applicationInstance-6ta4fxv6hatsk62pf7aigge36e/a9adc18d31f58ce11dab117a31b7f47e7ee2ab83e04b52c2952ac8cd47b51f72/model/libdlr.so(dlr::TVMModel::Run()+0xc0) [0x7f81c258e0]
  [bt] (7) /data/cloud/assets/applicationInstance-6ta4fxv6hatsk62pf7aigge36e/a9adc18d31f58ce11dab117a31b7f47e7ee2ab83e04b52c2952ac8cd47b51f72/model/libdlr.so(RunDLRModel+0x1c) [0x7f81bea304]
  [bt] (8) /usr/lib/libAwsOmniInferLib.so(awsomniinfer::CNeoModel::SNeoModel::execute()+0x3c) [0x7f887db978]"
2022-10-09 21:25:32.437 ERROR executionThread(358) Model 'model': 2022-10-09 21:25:32.437 ERROR setData(279) Failed to set model input 'data':

The error isn't persistent. It may happen once in 2-3 weeks, and I need to know which place to investigate. The application logs are in the attachment. I am trying to avoid this issue.

However, I would appreciate it if somebody knew how to cook this properly.

Rinat
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