解决tensorflow出现 Failed to get convolution algorithm.

最新推荐文章于 2024-03-25 16:08:01 发布

原创最新推荐文章于 2024-03-25 16:08:01 发布 · 置顶 · 345 阅读

0 ·

CC 4.0 BY-SA版权

文章标签：

#tensorflow #python

config = tf.compat.v1.ConfigProto(allow_soft_placement=True)
config.gpu_options.per_process_gpu_memory_fraction = 0.3
tf.compat.v1.keras.backend.set_session(tf.compat.v1.Session(config=config))

确定要放弃本次机会？

福利倒计时

: :

立减 ¥

普通VIP年卡可用

立即使用

又是秃头的一天呢

关注关注

0
点赞
踩
0

收藏

觉得还不错? 一键收藏
0
评论
分享

复制链接

分享到 QQ

分享到新浪微博

扫一扫
举报

举报

完美解决问题：Failed to get convolution algorithm

CharlesMoCH的博客

11-04

1万+

写在前面用pycharm或jupyter notebook运行卷积神经网络时会出现问题： Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above...

Failed to get convolution algorithm.

永康菌的博客

12-30

264

1.本机环境运行环境：tensorfow1.14, CUDA10.0, Cudnn7.6.5.32， GPU:1660Ti, 现存6G, 2.运行报错 "Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above." 3.解决方法开头添加代码如.

参与评论您还未登录，请先登录后发表或查看评论

Error : Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so

12-22

every blog every motto: Brevity is the soul of wit 0. 前言在用tensorflow 进行训练时，添加了如下代码： Error : Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. 主要原因是版本问题，还有可能是没有安装cuda / cudnn ,具体可在pycharm的设置中查看

[tensorflow][keras]Failed to get convolution algorithm.解决方法

FL1623863129的博客

10-19

508

tneorflow-gpu 1.14或者1.13等版本经常有如下错误，这个不是你cuda安装有问题，而是显存不足造成，提示错误如下 Failed to get convolution algorithm. This is probably because cuDNN failed to initialize 对于tensorflow而言，代码前面加入下面代码可以解决问题 from tensorflow.compat.v1 import ConfigProto from tensorflow.co.

解决问题：Failed to get convolution algorithm

yz9521的博客

04-30

570

前言：前提说明，安装两个版本的tensorflow后出现了这个问题，先安装的环境正常运行，后安装的环境就有这个bug了。分析问题：可能是两个版本的tensorflow需要对应不同的cudann，导致其中一个得不到gpu资源。解决方案：在你需要运行的代码的最前面放入下面这段代码即可解决。 import os os.environ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID" os.environ['CUDA_VISIBLE_DEVICES'] = "0,1"/

精选资源

Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try…

01-06

使用inception-V3批处理文件retrain.bat进行预训练时，发现报错“Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try…”于是打开retrain.py文件，在前面加上如下...

解决Failed to get convolution algorithm. This is probably because cuDNN failed to initialize

qq_38835585的博客

09-23

8481

问题如下： UnknownError (see above for traceback): Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. [[node conv2d_1/convolution (defined at C:\Us

UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed 报错 Jupyter

Welcome

11-02

540

未知错误：获取卷积算法失败。这可能是因为cuDNN失败了。这可能是由于显存被占用，详细原因可看这篇。关于keras or tensorflow 显存占用问题： keras or tensorflow 显存占用问题 - 简书解决方法： 1. 如果用的是Keras，在jupyter notebook 最开始添加代码： import tensorflow as tf import numpy as np import keras config = tf.compat.v1.ConfigP

tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm.

luyanpingya的博客

03-25

1203

这个错误信息来自于TensorFlow，在尝试使用CUDA和cuDNN库执行卷积神经网络（CNN）操作时遇到问题。具体错误是，这通常意味着在尝试初始化cuDNN或者在执行一个cuDNN相关的函数（在这个例子中可能是做卷积运算）时遇到了内部错误。

[完美解决]Failed to get convolution algorithm. This is probably.......CUDA_ERROR_LAUNCH_FAIL

weixin_44885180的博客

03-20

1013

Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. 当出现这个问题的时候，这大概就是你的显卡爆了，有两种方式解决： ①可以关掉其他运行的代码，腾出一定空间，有可能解决问题，主要取决你的现在运行的代码用的显卡的大小。如果还报错，就继续下一步，也可以直接下

深度学习笔记：UnknownError: Failed to get convolution algorithm

chenxy_bwave的专栏

01-01

1305

“UnknownError: Failed to get convolution algorithm”：这个问题并没有大多数帖子中所讨论的那么高大上。可能仅仅是内存不够而已！

tensorflow.python之Failed to get convolution algorithm定位错误

cheny的博客

04-18

401

我在使用tensorflow_gpu2.1跑模型的时候遇到了这个问题： tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. [[node se

Failed to get convolution algorithm

weixin_39434700的博客

08-20

199

之前跑模型的时候，没有出现过错误，今天就一直Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. tf版本和cuda、cudnn是匹配的，所以暂不考虑这个问题。解决方法1： config = tf.ConfigProto() config.gp

Failed to get convolution algorithm. This is probably because cuDNN failed to initialize,

weixin_44138265的博客

03-29

871

关于这个错误，这个帖子给出了完善的解释 https://stackoverflow.com/questions/53698035/failed-to-get-convolution-algorithm-this-is-probably-because-cudnn-failed-to-in 对于我个人情况，加入以下代码就行 os.environ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID" os.environ["CUDA_VISIBLE_DEVICES"] = "0" gpu

Failed to get convolution algorithm. This is probably because cuDNN failed to initialize

wenrouruwanlian_qy的博客

06-11

1472

代码抛出异常： Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. python解释器显示的错误是： _7_shuffle_batc...

“Failed to get convolution algorithm......”卷积神经运行报错

lzfshub

09-08

413

在运行卷积神经网络时报错 Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. （无法获得卷积算法。这可能是因为cuDNN无法初始化，所以请尝试查看上面是否打印了警告日志消息。）解决办法在程序的开头加上自动分配GPU内存的程序即可。亲测有效！ fr

Failed to get convolution algorithm：显存不足

weixin_40101756的博客

05-10

194

Failed to get convolution algorithm：显存不足解决方法：1、升级硬件 2、调用CPU执行：with tf.device('/cpu:0'):

Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try...

weixin_42076509的博客

02-20

604

UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed to initiali

dec_lv4644的博客

07-05

3049

最近配置环境完成后运行模型时遇到报错，大部分博主说由于版本配置问题，建议tensorflow版本在1.14或者1.12的降级为1.9，还有许多博主采用重启大法，折腾了一个下午，目前个人找到的比较好的解决方案，个人版本为python3.7+tensorflow1.13， os.environ["CUDA_VISIBLE_DEVICES"] = '0' config = tf.ConfigProt...

UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above. [Op:Conv2D]