Tensorflow调试经验---“Failed to get convolution algorithm. This is probably because cuDNN failed to ini”

今天使用tensorflow2.0出现faile，我笔记本是Y7000p，显卡是2060显存就有6G所以在使用的时候出现问题：

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

解决方案：

#tensorflow1.X版本
from tensorflow.compat.v1 import ConfigProto
from tensorflow.compat.v1 import InteractiveSession

#方法一：限制GPU使用率
config = tf.ConfigProto()
config.gpu_options.per_process_gpu_memory_fraction = 0.85  #占用85%显存
session = tf.Session(config=config)

#方法二：对GPU按需分配
config = ConfigProto()
config.gpu_options.allow_growth = True
session = InteractiveSession(config=config)

使用keras出现这个报错的时候可以：

import tensorflow as tf
import keras 
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))

标签：compat,convolution,algorithm,v1,cuDNN,import,tf,gpu,config
来源： https://blog.csdn.net/weixin_45156079/article/details/118314830