search

NVIDIA / DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
https://docs.nvidia.com/deeplearning/dali/user-guide/docs/index.html
Apache License 2.0
5.09k stars 615 forks source link

RuntimeError: [/opt/dali/dali/pipeline/operator/op_schema.cc:127] Assert on "HasArgument(name)" failed: Argument "dtype" is not supported by operator "CropMirrorNormalize". Stacktrace (50 entries): #2152

Closed cs-heibao closed 4 years ago

cs-heibao commented 4 years ago

run the resnet50/main.py script and single_stage_detector/main.py script, get the same error:

RuntimeError: [/opt/dali/dali/pipeline/operator/op_schema.cc:127] Assert on "HasArgument(name)" failed: Argument "dtype" is not supported by operator "CropMirrorNormalize". Stacktrace (50 entries): [frame 0]: /home/jie/miniconda3/envs/FairMOT/lib/python3.7/site-packages/nvidia/dali/libdali.so(+0xbae9e) [0x7f7367edde9e] [frame 1]: /home/jie/miniconda3/envs/FairMOT/lib/python3.7/site-packages/nvidia/dali/libdali.so(dali::OpSchema::GetArgumentType(std::string const&) const+0x353) [0x7f7367f92893] [frame 2]: /home/jie/miniconda3/envs/FairMOT/lib/python3.7/site-packages/nvidia/dali/backend_impl.cpython-37m-x86_64-linux-gnu.so(+0x78664) [0x7f73904ce664] [frame 3]: /home/jie/miniconda3/envs/FairMOT/lib/python3.7/site-packages/nvidia/dali/backend_impl.cpython-37m-x86_64-linux-gnu.so(+0x59943) [0x7f73904af943] [frame 4]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyMethodDef_RawFastCallKeywords+0x264) [0x55af69dc4c94] [frame 5]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyCFunction_FastCallKeywords+0x21) [0x55af69dc4db1] [frame 6]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x51d1) [0x55af69e309a1] [frame 7]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalCodeWithName+0x5da) [0x55af69d7459a] [frame 8]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyFunction_FastCallDict+0x400) [0x55af69d75610] [frame 9]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyObject_Call_Prepend+0x63) [0x55af69d93b93] [frame 10]: /home/jie/miniconda3/envs/FairMOT/bin/python(+0x16c0aa) [0x55af69dcb0aa] [frame 11]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyObject_FastCallKeywords+0x128) [0x55af69dcbca8] [frame 12]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x55a8) [0x55af69e30d78] [frame 13]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalCodeWithName+0x5da) [0x55af69d7459a] [frame 14]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyFunction_FastCallDict+0x400) [0x55af69d75610] [frame 15]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyObject_Call_Prepend+0x63) [0x55af69d93b93] [frame 16]: /home/jie/miniconda3/envs/FairMOT/bin/python(+0x16c0aa) [0x55af69dcb0aa] [frame 17]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyObject_FastCallKeywords+0x128) [0x55af69dcbca8] [frame 18]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x55a8) [0x55af69e30d78] [frame 19]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyFunction_FastCallKeywords+0xfb) [0x55af69dc420b] [frame 20]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x416) [0x55af69e2bbe6] [frame 21]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyFunction_FastCallKeywords+0xfb) [0x55af69dc420b] [frame 22]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x416) [0x55af69e2bbe6] [frame 23]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyFunction_FastCallKeywords+0xfb) [0x55af69dc420b] [frame 24]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x416) [0x55af69e2bbe6] [frame 25]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalCodeWithName+0x2f9) [0x55af69d742b9] [frame 26]: /home/jie/miniconda3/envs/FairMOT/bin/python(PyEval_EvalCodeEx+0x44) [0x55af69d751d4] [frame 27]: /home/jie/miniconda3/envs/FairMOT/bin/python(PyEval_EvalCode+0x1c) [0x55af69d751fc] [frame 28]: /home/jie/miniconda3/envs/FairMOT/bin/python(+0x1dc2ed) [0x55af69e3b2ed] [frame 29]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyMethodDef_RawFastCallKeywords+0xe9) [0x55af69dc4b19] [frame 30]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyCFunction_FastCallKeywords+0x21) [0x55af69dc4db1] [frame 31]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x5e41) [0x55af69e31611] [frame 32]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalCodeWithName+0x2f9) [0x55af69d742b9] [frame 33]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyFunction_FastCallKeywords+0x325) [0x55af69dc4435] [frame 34]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x4a59) [0x55af69e30229] [frame 35]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalCodeWithName+0x2f9) [0x55af69d742b9] [frame 36]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyFunction_FastCallKeywords+0x325) [0x55af69dc4435] [frame 37]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x6a0) [0x55af69e2be70] [frame 38]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyFunction_FastCallKeywords+0xfb) [0x55af69dc420b] [frame 39]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalFrameDefault+0x416) [0x55af69e2bbe6] [frame 40]: /home/jie/miniconda3/envs/FairMOT/bin/python(_PyEval_EvalCodeWithName+0x2f9) [0x55af69d742b9] [frame 41]: /home/jie/miniconda3/envs/FairMOT/bin/python(PyEval_EvalCodeEx+0x44) [0x55af69d751d4] [frame 42]: /home/jie/miniconda3/envs/FairMOT/bin/python(PyEval_EvalCode+0x1c) [0x55af69d751fc] [frame 43]: /home/jie/miniconda3/envs/FairMOT/bin/python(+0x22bf44) [0x55af69e8af44] [frame 44]: /home/jie/miniconda3/envs/FairMOT/bin/python(PyRun_FileExFlags+0xa1) [0x55af69e952b1] [frame 45]: /home/jie/miniconda3/envs/FairMOT/bin/python(PyRun_SimpleFileExFlags+0x1c3) [0x55af69e954a3] [frame 46]: /home/jie/miniconda3/envs/FairMOT/bin/python(+0x2375d5) [0x55af69e965d5] [frame 47]: /home/jie/miniconda3/envs/FairMOT/bin/python(_Py_UnixMain+0x3c) [0x55af69e966fc] [frame 48]: /lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xf0) [0x7f73f4769840] [frame 49]: /home/jie/miniconda3/envs/FairMOT/bin/python(+0x1dc3c0) [0x55af69e3b3c0]

image

JanuszL commented 4 years ago

Hi, This is expected. DALI 0.23 doesn't support dtype argument in the CropMirrorNormalize operator yet. It was introduced in https://github.com/NVIDIA/DALI/pull/2061 will be available in 0.24. If you want to use it now please install the latest nightly/weekly build. I would also recommend using source code examples from the relevant release tag you have installed, like https://github.com/NVIDIA/DALI/tree/v0.23.0.

cs-heibao commented 4 years ago

@JanuszL so, do I just install the latest nightly/weekly build, and it will replace the 0.23 version? or should I uninstall the 0.23 version

JanuszL commented 4 years ago

It should work, but it would be better to clean it up just to be sure.

cs-heibao commented 4 years ago

thanks, I'll try it

cs-heibao commented 4 years ago

@JanuszL thanks a lot, the problem solved.