我正在尝试使用YoloV3
优化tensorRT
我来到了这篇名为Have you Optimized your Deep Learning Model Before Deployment?
的帖子 Docker
用于帖子。
使用Enabling GPUs in the Container Runtime Ecosystem安装nvidia-docker2
从aminehy/tensorrt-opencv-python3提取了最新版本的docker映像docker pull aminehy/tensorrt-opencv-python3:version-1.3
这是图片
$ 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
在convert_to_uff.py
内似乎找不到任何名为bin
的文件
怎么回事?
我哪里出错了?
答案 0 :(得分:1)
尝试重新安装protobuf,以确保:
pip install protobuf