本文正在参加tuna.moe 找到 miniconda ,下载并安装。
打开 www.paddlepaddle.org.cn/ 官网,选择 conda、linux、2.4、cuda 11.7 。 首先根据具体的 Python 版本创建 Anaconda 虚拟环境,PaddlePaddle 的 Anaconda 安装支持 3.6 – 3.10 版本的 Python 安装环境。 切记: 不要按照官网: 操作,要删掉 import paddle 处理办法: 如下所示,各位根据自己路径进行修改。 PreconditionNotMetError: Cannot load cudnn shared library. Cannot invoke method cudnnGetVersion. 解决办法: 创建存放动态库的文件夹 拷贝动态库到lib 覆盖性拷贝,同手动安装cudnn操作 编辑 .bahsrc 末尾添加 如果大家觉得有用,欢迎来个赞3.安装 PaddlePaddle-GPU
3.1创建虚拟环境
conda create -n paddle_env python=YOUR_PY_VER
3.2 进入 Anaconda 虚拟环境
conda activate paddle_env
3.3 安装paddlepaddle-gpu=
CUDA 11.7
,需要搭配 cuDNN 8.4.1(多卡环境下 NCCL>=2.7),安装命令为:conda install paddlepaddle-gpu==2.4.0 cudatoolkit=11.7 -c https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/Paddle/
conda install paddlepaddle-gpu==2.4.0 cudatoolkit=11.7 -c https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/Paddle/ -c conda-forge
-c conda-forge
, 否则安装会特别慢,说不定还会中断,切记。。。。。。4.排除bug操作
4.1 ImportError: libpython3.9.so.1.0: cannot open shared object file: No such file or directory
>>> import paddle
Error: Can not import paddle core while this file exists: /home/livingbody/miniconda3/envs/p2/lib/python3.9/site-packages/paddle/fluid/libpaddle.so
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "https://b2.7b2.com/home/livingbody/miniconda3/envs/p2/lib/python3.9/site-packages/paddle/__init__.py", line 25, in <module>
from .framework import monkey_patch_variable
File "https://b2.7b2.com/home/livingbody/miniconda3/envs/p2/lib/python3.9/site-packages/paddle/framework/__init__.py", line 17, in <module>
from . import random # noqa: F401
File "https://b2.7b2.com/home/livingbody/miniconda3/envs/p2/lib/python3.9/site-packages/paddle/framework/random.py", line 16, in <module>
import paddle.fluid as fluid
File "https://b2.7b2.com/home/livingbody/miniconda3/envs/p2/lib/python3.9/site-packages/paddle/fluid/__init__.py", line 36, in <module>
from . import framework
File "https://b2.7b2.com/home/livingbody/miniconda3/envs/p2/lib/python3.9/site-packages/paddle/fluid/framework.py", line 37, in <module>
from . import core
File "https://b2.7b2.com/home/livingbody/miniconda3/envs/p2/lib/python3.9/site-packages/paddle/fluid/core.py", line 304, in <module>
raise e
File "https://b2.7b2.com/home/livingbody/miniconda3/envs/p2/lib/python3.9/site-packages/paddle/fluid/core.py", line 249, in <module>
from . import libpaddle
ImportError: libpython3.9.so.1.0: cannot open shared object file: No such file or directory
(p2) livingbody@gaint:~/miniconda3/envs/p2/lib$ sudo cp libpython3.9.so.1.0 /usr/lib
[sudo] livingbody 的密码:
(p2) livingbody@gaint:~/miniconda3/envs/p2/lib$ sudo cp libpython3.9.so.1.0 /usr/lib64
4.2 PreconditionNotMetError: Cannot load cudnn shared library. Cannot invoke method cudnnGetVersion.
>>> paddle.utils.run_check()
Running verify PaddlePaddle program ...
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/utils/install_check.py", line 269, in run_check
_run_static_single(use_cuda, use_xpu, use_npu)
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/utils/install_check.py", line 173, in _run_static_single
exe.run(startup_prog)
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/executor.py", line 1463, in run
six.reraise(*sys.exc_info())
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/six.py", line 703, in reraise
raise value
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/executor.py", line 1450, in run
res = self._run_impl(program=program,
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/executor.py", line 1661, in _run_impl
return new_exe.run(scope, list(feed.keys()), fetch_list,
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/executor.py", line 631, in run
tensors = self._new_exe.run(scope, feed_names,
RuntimeError: In user code:
File "<stdin>", line 1, in <module>
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/utils/install_check.py", line 269, in run_check
_run_static_single(use_cuda, use_xpu, use_npu)
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/utils/install_check.py", line 159, in _run_static_single
input, out, weight = _simple_network()
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/utils/install_check.py", line 33, in _simple_network
weight = paddle.create_parameter(
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/layers/tensor.py", line 152, in create_parameter
return helper.create_parameter(attr, shape, convert_dtype(dtype), is_bias,
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/layer_helper_base.py", line 381, in create_parameter
self.startup_program.global_block().create_parameter(
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/framework.py", line 3965, in create_parameter
initializer(param, self)
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/initializer.py", line 56, in __call__
return self.forward(param, block)
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/initializer.py", line 184, in forward
op = block.append_op(type="fill_constant",
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/framework.py", line 4017, in append_op
op = Operator(
File "https://b2.7b2.com/home/livingbody/miniconda3/lib/python3.9/site-packages/paddle/fluid/framework.py", line 2858, in __init__
for frame in traceback.extract_stack():
PreconditionNotMetError: Cannot load cudnn shared library. Cannot invoke method cudnnGetVersion.
[Hint: cudnn_d_handle should not be null.] (at /paddle/paddle/phi/backends/dynload/cudnn.cc:60)
[operator < fill_constant > error]
根据命令所知,需要的cuda、cudnn都已经安装,出现这个问题是找不到对应的动态库,所以要针对性处理。4.2.1 mkdir
mkdir /usr/local/cuda/lib64 -rf
4.2.2 拷贝 cuda 的 lib
~/miniconda3/pkgs/cudatoolkit-11.7.0-hd8887f6_10/lib$ sudo cp * /usr/local/cuda/lib64 -rf
4.2.3 拷贝 cudnn 的 lib
~/miniconda3/pkgs/cudnn-8.4.1.50-hed8a83a_0/lib$ sudo cp * /usr/local/cuda/lib64/ -rf
4.2.4 设置 LD_LIBRARY_PATH 环境变量
gedit ~/.bashrc
export LD_LIBRARY_PATH="/usr/local/cuda/lib64"
5.安装完毕
解决PaddlePaddle-GPU安装问题及排除bug操作
释放双眼,带上耳机,听听看~!
本文介绍了在安装PaddlePaddle-GPU时可能遇到的问题以及排除bug的操作,包括创建Anaconda虚拟环境、安装CUDA 11.7和cuDNN 8.4.1,同时提醒了在安装过程中需要删除特定命令以提升安装速度和避免中断。
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