使用anaconda 安装paddle gpu环境

原创已于 2023-03-20 15:51:00 修改 · 3.3k 阅读

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于 2023-03-20 15:32:50 首次发布

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在尝试运行含有PaddleSpeechGPU版本的python脚本时，遇到了导入PaddleCore时的错误，具体表现为无法找到libcudart.so.10.2库文件。错误源于PaddlePaddle安装后与Anaconda环境中的库冲突。解决方法是设置LD_LIBRARY_PATH环境变量，指向cudatoolkit的lib目录。

部署运行你感兴趣的模型镜像

conda create -n paddlespeech python=3.7 cudnn=7.6.5.32 cudatoolkit=10.2.89 ffmpeg x264

pip install paddlepaddle-gpu -i https://mirror.baidu.com/pypi/simple

使用时的错误如下：

error: Can not import paddle core while this file exists: anaconda3/envs/paddlespeech_gpu/lib/python3.7/site-packages/paddle/fluid/libpaddle.so
Traceback (most recent call last):
File "paddle_speech_asr-gpu.py", line 11, in <module>
import paddle
File "anaconda3/envs/paddlespeech_gpu/lib/python3.7/site-packages/paddle/__init__.py", line 25, in <module>
from .framework import monkey_patch_variable
File "/home/anaconda3/envs/paddlespeech_gpu/lib/python3.7/site-packages/paddle/framework/__init__.py", line 17, in <module>
from . import random # noqa: F401
File "/home/anaconda3/envs/paddlespeech_gpu/lib/python3.7/site-packages/paddle/framework/random.py", line 16, in <module>
import paddle.fluid as fluid
File "/home/anaconda3/envs/paddlespeech_gpu/lib/python3.7/site-packages/paddle/fluid/__init__.py", line 36, in <module>
from . import framework
File "/home/anaconda3/envs/paddlespeech_gpu/lib/python3.7/site-packages/paddle/fluid/framework.py", line 37, in <module>
from . import core
File "/home/anaconda3/envs/paddlespeech_gpu/lib/python3.7/site-packages/paddle/fluid/core.py", line 338, in <module>
raise e
File "/home/anaconda3/envs/paddlespeech_gpu/lib/python3.7/site-packages/paddle/fluid/core.py", line 274, in <module>
from . import libpaddle
ImportError: libcudart.so.10.2: cannot open shared object file: No such file or directory