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Yutong-gannis / ETSAuto

🚚 ETSAuto is an Advanced driver Assistance System applied in Euro Truck Simulator 2, performing the functions of Lane Centering Control (LCC) and Auto Lane Change (ALC).
MIT License
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The engine plan file has a layer that utilizes loop API or boolean tensors, but the current platform does not support these layers due to mismatch of libnvrtc version. #6

Closed Dameng23333 closed 1 year ago

Dameng23333 commented 1 year ago

[01/24/2023-00:50:48] [TRT] [E] 9: The engine plan file has a layer that utilizes loop API or boolean tensors, but the current platform does not support these layers due to mismatch of libnvrtc version. [01/24/2023-00:50:48] [TRT] [E] 1: [engine.cpp::nvinfer1::rt::Engine::deserialize::762] Error Code 1: Serialization (Serialization assertion postDeserializationCheck() failed.Post deserialization check failure) [01/24/2023-00:50:48] [TRT] [E] 4: [runtime.cpp::nvinfer1::Runtime::deserializeCudaEngine::50] Error Code 4: Internal Error (Engine deserialization failed.) Traceback (most recent call last): File "D:\autodrive\script\main.py", line 54, in clrnet = CLRNet("D:/autodrive/Perception/LaneDetection/weights/llamas_dla34.engine") File "D:\autodrive/Perception\LaneDetection\clrnet_trt.py", line 75, in init self.context = self.engine.create_execution_context() AttributeError: 'NoneType' object has no attribute 'create_execution_context'

TensorRT 版本 8.4.3.1，CUDA 版本 10.2 请教大佬们如何解决此问题。万分感激。

nizhihao7 commented 1 year ago

你看我昨晚的求助，里面有办法。不能直接用大佬的engine文件，要自己转换。

Dameng23333 commented 1 year ago

是自己转换的engine文件

nizhihao7 commented 1 year ago

@Dameng23333 那不应该啊，我按你升级8522转的也识别不到。是用8424转的。然后就成功了。

Dameng23333 commented 1 year ago

8522转是同样报错吗

Yutong-gannis commented 1 year ago

@Dameng23333 不是onnx_graphsurgeon的版本问题吗

Dameng23333 commented 1 year ago

已经更新到最新版，转换过程中没有任何报错

Yutong-gannis commented 1 year ago

@Dameng23333 `but the current platform does not support these layers due to mismatch of libnvrtc version'是不是显卡不支持

Dameng23333 commented 1 year ago

1050ti不可以吗？还是我显卡驱动的问题？

Yutong-gannis commented 1 year ago

@Dameng23333 我在网上搜了一下，还真没找到这个问题，我去问问

ywjno commented 1 year ago

命令行输入 nvcc -V 看看cuda在Path里面配置的是哪个版本

Dameng23333 commented 1 year ago

nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2019 NVIDIA Corporation Built on Wed_Oct_23_19:32:27_Pacific_Daylight_Time_2019 Cuda compilation tools, release 10.2, V10.2.89

ywjno commented 1 year ago

输入 nvidia-smi 呢

Dameng23333 commented 1 year ago

Wed Jan 25 20:07:57 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 528.02 Driver Version: 528.02 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | GPU Name TCC/WDDM | Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... WDDM | 00000000:01:00.0 On | N/A | |100% 46C P0 N/A / 100W | 2393MiB / 4096MiB | 55% Default | | | | N/A | +-------------------------------+----------------------+----------------------+

ywjno commented 1 year ago

贴一下 pip list

Dameng23333 commented 1 year ago

Package Version Editable project location

absl-py 1.4.0 addict 2.4.0 altair 4.2.0 appdirs 1.4.4 astor 0.8.1 astunparse 1.6.3 attrdict 2.0.1 attrs 22.2.0 Babel 2.11.0 bce-python-sdk 0.8.74 beautifulsoup4 4.11.1 blinker 1.5 cachetools 5.2.1 certifi 2022.12.7 charset-normalizer 3.0.1 click 8.1.3 colorama 0.4.6 coloredlogs 15.0.1 comtypes 1.1.14 contourpy 1.0.7 cssselect 1.2.0 cssutils 2.6.0 cycler 0.11.0 Cython 0.29.33 cython-bbox 0.1.3 decorator 5.1.1 dill 0.3.6 dxcam 0.0.5 entrypoints 0.4 et-xmlfile 1.1.0 fire 0.5.0 Flask 2.2.2 flask-babel 3.0.0 flatbuffers 23.1.4 fonttools 4.38.0 future 0.18.3 gast 0.4.0 gitdb 4.0.10 GitPython 3.1.30 google-auth 2.16.0 google-auth-oauthlib 0.4.6 google-pasta 0.2.0 graphsurgeon 0.4.6 grpcio 1.51.1 h5py 3.7.0 humanfriendly 10.0 idna 3.4 imageio 2.24.0 imgaug 0.4.0 importlib-metadata 6.0.0 itsdangerous 2.1.2 Jinja2 3.1.2 joblib 1.2.0 jsonschema 4.17.3 keras 2.11.0 kiwisolver 1.4.4 lap 0.4.0 libclang 15.0.6.1 lmdb 1.4.0 logitech-steering-wheel 1.0 lxml 4.9.2 Mako 1.2.4 Markdown 3.4.1 markdown-it-py 2.1.0 MarkupSafe 2.1.1 matplotlib 3.6.3 mdurl 0.1.2 mmcls 0.25.0 c:\users\azhen\downloads\mmclassification mmcv 1.7.1 mpmath 1.2.1 mss 7.0.1 multiprocess 0.70.14 networkx 3.0 numpy 1.22.0 oauthlib 3.2.2 onnx 1.13.0 onnx-graphsurgeon 0.3.12 onnxruntime 1.13.1 opencv-contrib-python 4.7.0.68 opencv-python 4.7.0.68 openpyxl 3.0.10 opt-einsum 3.3.0 packaging 23.0 paddle-bfloat 0.1.7 paddleocr 2.6.1.2 paddlepaddle 2.4.1 paddlepaddle-gpu 2.4.1.post112 pandas 1.5.2 pdf2docx 0.5.6 Pillow 9.4.0 platformdirs 2.6.2 playsound 1.2.2 premailer 3.10.0 protobuf 3.20.3 pyarrow 10.0.1 pyasn1 0.4.8 pyasn1-modules 0.2.8 pyclipper 1.3.0.post4 pycocotools 2.0 pycryptodome 3.16.0 pycuda 2022.1+cuda116 pydeck 0.8.0 pygame 2.1.2 PyGetWindow 0.0.9 Pygments 2.14.0 Pympler 1.0.1 PyMuPDF 1.20.2 pynput 1.7.6 pyparsing 3.0.9 pyreadline3 3.4.1 PyRect 0.2.0 pyrsistent 0.19.3 python-dateutil 2.8.2 python-docx 0.8.11 pytools 2022.1.14 pytz 2022.7.1 pytz-deprecation-shim 0.1.0.post0 pyvjoy 1.0.1 PyWavelets 1.4.1 pywin32 305 PyYAML 6.0 rapidfuzz 2.13.7 regex 2022.10.31 requests 2.28.2 requests-oauthlib 1.3.1 rich 13.2.0 rsa 4.9 scikit-fuzzy 0.4.2 scikit-image 0.19.3 scikit-learn 1.2.0 scipy 1.10.0 semver 2.13.0 shapely 2.0.0 six 1.16.0 sklearn 0.0.post1 smmap 5.0.0 soupsieve 2.3.2.post1 streamlit 1.17.0 sv-ttk 2.4 sympy 1.11.1 tensorboard 2.11.2 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.1 tensorflow 2.11.0 tensorflow-estimator 2.11.0 tensorflow-intel 2.11.0 tensorflow-io-gcs-filesystem 0.30.0 tensorrt 8.4.2.4 termcolor 2.2.0 tflite 2.10.0 threadpoolctl 3.1.0 tifffile 2022.10.10 tk 0.1.0 toml 0.10.2 toolz 0.12.0 torch 1.13.1+cu117 torchvision 0.1.6 tornado 6.2 tqdm 4.64.1 transitions 0.9.0 ttkwidgets 0.13.0 typing_extensions 4.4.0 tzdata 2022.7 tzlocal 4.2 urllib3 1.26.14 validators 0.20.0 vgamepad 0.0.8 visualdl 2.4.2 watchdog 2.2.1 Werkzeug 2.2.2 wheel 0.38.4 wrapt 1.14.1 yapf 0.32.0 zipp 3.11.0

ywjno commented 1 year ago

感觉pip的包有点不太对劲，比如 pycuda 2022.1+cuda116，我本地的是 pycuda 2022.2.2。其他的没仔细看 torch 1.13.1+cu117 这都版本也跟cuda的版本不一样啊

ywjno commented 1 year ago

要是觉得重新安装依赖包会弄坏之前的环境推荐使用 miniconda。（license的原因不推荐用anaconda）

HLeonHong commented 1 year ago

感觉pip的包有点不太对劲，比如 pycuda 2022.1+cuda116，我本地的是 pycuda 2022.2.2。其他的没仔细看 torch 1.13.1+cu117 这都版本也跟cuda的版本不一样啊

可不可以贴一下你的 各个所需依赖版本呀? 我的跟题主的差不多, 因为pycuda安装不上, 只能从网上下载下来然后本地安装.

目前我的环境应该是部署好了, 但是, 我不知道是对还是不对, 已经可以侦测到, 不过不知到是还要设置vjoy?