我正在尝试使用YoloV3优化tensorRT
我来这篇文章叫在部署之前,您优化了深度学习模型吗?
文章中使用了Docker。
使用在容器运行时生态系统中启用GPU安装nvidia-docker2
从docker pull aminehy/tensorrt-opencv-python3:version-1.3中提取了最新版本的docker映像胺/张索rt-opencv-丙酮3
这是照片
$ sudo docker images
REPOSITORY TAG IMAGE ID CREATED SIZE
nvcr.io/nvidia/cuda 10.1-cudnn7-devel-ubuntu18.04 b4879c167fc1 2 weeks ago 3.67GB
aminehy/tensorrt-opencv-python3 version-1.3 0302e477816d 4 months ago 5.36GB
aminehy/tensorrt-opencv-python3 latest 604502819d12 4 months ago 4.94GB
aminehy/tensorrt-opencv-python3 version-1.1 d693210c500c 4 months ago 4.94GB我跑了
$sudo docker run -it --rm -v $(pwd):/workspace --runtime=nvidia -w /workspace -v /tmp/.X11-unix:/tmp/.X11-unix -e DISPLAY=unix$DISPLAY aminehy/tensorrt-opencv-python3:version-1.3```
=====================
== NVIDIA TensorRT ==
=====================
NVIDIA Release 19.05 (build 6392482)
NVIDIA TensorRT 5.1.5 (c) 2016-2019, NVIDIA CORPORATION. All rights reserved.
Container image (c) 2019, NVIDIA CORPORATION. All rights reserved.
https://developer.nvidia.com/tensorrt
To install Python sample dependencies, run /opt/tensorrt/python/python_setup.sh
root@a38b20eeb740:/workspace# cd /opt/tensorrt/python/
root@a38b20eeb740:/opt/tensorrt/python# chmod +x python_setup.sh
root@a38b20eeb740:/opt/tensorrt/python# ./python_setup.sh
Requirement already satisfied: Pillow in /usr/local/lib/python3.5/dist-packages (from -r /opt/tensorrt/samples/sampleSSD/requirements.txt (line 1)) (6.0.0)
WARNING: You are using pip version 19.2.1, however version 19.3.1 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.
Ignoring torch: markers 'python_version == "3.7"' don't match your environment
......
......
......
Setting up graphsurgeon-tf (5.1.5-1+cuda10.1) ...
Setting up uff-converter-tf (5.1.5-1+cuda10.1) ...
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/usr/lib/python2.7/dist-packages/uff/__init__.py", line 1, in <module>
from uff import converters, model # noqa
File "/usr/lib/python2.7/dist-packages/uff/model/__init__.py", line 1, in <module>
from . import uff_pb2 as uff_pb # noqa
File "/usr/lib/python2.7/dist-packages/uff/model/uff_pb2.py", line 6, in <module>
from google.protobuf.internal import enum_type_wrapper
ImportError: No module named google.protobuf.internal
chmod: cannot access '/bin/convert_to_uff.py': No such file or directory似乎在bin中找不到任何名为bin的文件
怎么回事?
我哪里出错了?
发布于 2019-12-23 13:28:34
尝试重新安装protobuf以确保:
pip install protobufhttps://stackoverflow.com/questions/59456090
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