[GitHub] [incubator-tvm] expectopatronm commented on issue #1027: TVMError: src/runtime/cuda/cuda_module.cc:93: CUDAError: cuModuleLoadData(&(module_[device_id]), data_.c_str()) failed with error: CUDA_ERROR_INVALID_PTX

[GitBox <gi...@apache.org>]

expectopatronm commented on issue #1027: TVMError: src/runtime/cuda/cuda_module.cc:93: CUDAError: cuModuleLoadData(&(module_[device_id]), data_.c_str()) failed with error: CUDA_ERROR_INVALID_PTX
URL: https://github.com/apache/incubator-tvm/issues/1027#issuecomment-580311728
 
 
   I get the exact same issue.
   
   jetson@jetson:~/fast-depth/deploy$ python3 tx2_run_tvm.py --input-fp data/rgb.npy --output-fp data/pred.npy --model-dir ../results/tvm_compiled/tx2_gpu_mobilenet_nnconv5dw_skipadd_pruned/ --cuda True
   => [TVM on TX2] using model files in ../results/tvm_compiled/tx2_gpu_mobilenet_nnconv5dw_skipadd_pruned/
   => [TVM on TX2] loading model lib and ptx
   => [TVM on TX2] loading model graph and params
   => [TVM on TX2] creating TVM runtime module
   => [TVM on TX2] feeding inputs and params into TVM module
   => [TVM on TX2] running TVM module, saving output
   Traceback (most recent call last):
   
     File "tx2_run_tvm.py", line 91, in <module>
       main()
   
     File "tx2_run_tvm.py", line 88, in main
       run_model(args.model_dir, args.input_fp, args.output_fp, args.warmup, args.run, args.cuda,  try_randin=args.randin)
   
     File "tx2_run_tvm.py", line 36, in run_model
       run() # not gmodule.run()
   
     File "/home/jetson/tvm/python/tvm/_ffi/_ctypes/function.py", line 207, in __call__
       raise get_last_ffi_error()
   
   tvm._ffi.base.TVMError: Traceback (most recent call last):
     [bt] (3) /home/jetson/tvm/build/libtvm.so(TVMFuncCall+0x70) [0x7fad7ccec0]
     [bt] (2) /home/jetson/tvm/build/libtvm.so(std::_Function_handler<void (tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*), tvm::runtime::detail::PackFuncVoidAddr_<4, tvm::runtime::CUDAWrappedFunc>(tvm::runtime::CUDAWrappedFunc, std::vector<tvm::runtime::detail::ArgConvertCode, std::allocator<tvm::runtime::detail::ArgConvertCode> > const&)::{lambda(tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*)#1}>::_M_invoke(std::_Any_data const&, tvm::runtime::TVMArgs&&, tvm::runtime::TVMRetValue*&&)+0xe8) [0x7fad850b08]
     [bt] (1) /home/jetson/tvm/build/libtvm.so(tvm::runtime::CUDAWrappedFunc::operator()(tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*, void**) const+0x6cc) [0x7fad85093c]
     [bt] (0) /home/jetson/tvm/build/libtvm.so(dmlc::LogMessageFatal::~LogMessageFatal()+0x4c) [0x7facfdebac]
     File "/home/jetson/tvm/src/runtime/cuda/cuda_module.cc", line 110
     File "/home/jetson/tvm/src/runtime/library_module.cc", line 91
   CUDAError: Check failed: ret == 0 (-1 vs. 0) : cuModuleLoadData(&(module_[device_id]), data_.c_str()) failed with error: CUDA_ERROR_INVALID_PTX
   
   Still haven't found a solution to it. I am runnig it on a Jetson Nano. Please help.

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