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

早上在使用tensorflow时报了下面的错：

2019-04-10 10:19:31.648250: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
2019-04-10 10:19:31.892490: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1433] Found device 0 with properties:
name: GeForce GTX 960M major: 5 minor: 0 memoryClockRate(GHz): 1.176
pciBusID: 0000:01:00.0
totalMemory: 4.00GiB freeMemory: 3.34GiB
2019-04-10 10:19:31.905680: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1512] Adding visible gpu devices: 0
2019-04-10 10:19:34.257692: I tensorflow/core/common_runtime/gpu/gpu_device.cc:984] Device interconnect StreamExecutor with strength 1 edge matrix:
2019-04-10 10:19:34.265965: I tensorflow/core/common_runtime/gpu/gpu_device.cc:990]      0
2019-04-10 10:19:34.270962: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1003] 0:   N
2019-04-10 10:19:34.276521: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 3050 MB memory) -> physical GPU (device: 0, name: GeForce GTX 960M, pci bus id: 0000:01:00.0, compute capability: 5.0)
2019-04-10 10:19:35.706884: I tensorflow/stream_executor/dso_loader.cc:152] successfully opened CUDA library cublas64_100.dll locally
2019-04-10 10:19:36.098589: E tensorflow/stream_executor/cuda/cuda_blas.cc:510] failed to create cublas handle: CUBLAS_STATUS_ALLOC_FAILED
2019-04-10 10:19:36.125748: E tensorflow/stream_executor/cuda/cuda_blas.cc:510] failed to create cublas handle: CUBLAS_STATUS_ALLOC_FAILED
2019-04-10 10:19:36.132951: E tensorflow/stream_executor/cuda/cuda_blas.cc:510] failed to create cublas handle: CUBLAS_STATUS_ALLOC_FAILED
2019-04-10 10:19:37.181460: E tensorflow/stream_executor/cuda/cuda_dnn.cc:334] Could not create cudnn handle: CUDNN_STATUS_INTERNAL_ERROR
2019-04-10 10:19:38.085867: E tensorflow/stream_executor/cuda/cuda_dnn.cc:334] Could not create cudnn handle: CUDNN_STATUS_INTERNAL_ERROR
Traceback (most recent call last):File ".\my-hyp.py", line 322, in <module>best_run=cnn_model(x_train, x_test, y_train, y_test, max_features, maxlen)File ".\my-hyp.py", line 294, in cnn_modelverbose=1)File "C:\Users\peter\Anaconda3\lib\site-packages\keras\engine\training.py", line 1039, in fitvalidation_steps=validation_steps)File "C:\Users\peter\Anaconda3\lib\site-packages\keras\engine\training_arrays.py", line 199, in fit_loopouts = f(ins_batch)File "C:\Users\peter\Anaconda3\lib\site-packages\keras\backend\tensorflow_backend.py", line 2715, in __call__return self._call(inputs)File "C:\Users\peter\Anaconda3\lib\site-packages\keras\backend\tensorflow_backend.py", line 2675, in _callfetched = self._callable_fn(*array_vals)File "C:\Users\peter\Anaconda3\lib\site-packages\tensorflow\python\client\session.py", line 1439, in __call__run_metadata_ptr)File "C:\Users\peter\Anaconda3\lib\site-packages\tensorflow\python\framework\errors_impl.py", line 528, in __exit__c_api.TF_GetCode(self.status.status))
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 conv1d_1/convolution/Conv2D}}]][[{{node metrics/acc/Mean}}]]

我昨晚还是可以训练的，早上就报错了。

发生这个错误的原因是我开了2个tensorflow,他们都要使用GPU。把另外一个程序关了就可以了。

注意：cuda 和cuDNN 的不同版本兼容性可能导致这个问题，显卡驱动太旧也可能导致这个问题

参考这篇文章重装:anaconda python 3.7 tensorflow-gpu安装

解决报错：tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm.相关推荐

解决tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm.
报错内容 tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm. This ...
tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm.的一种解决方法
2021-03-23 使用tensorflow构建卷积神经网络训练时出现这个错误tensorflow.python.framework.errors_impl.UnknownError: Faile ...
跑代码时出错：tensorflow.python.framework.errors_impl.UnknownError: 2 root error(s) found. (0) Unknown……
报错 tensorflow.python.framework.errors_impl.UnknownError: 2 root error(s) found. (0) Unknown: Fail ...
Tensorflow 报错：tensorflow.python.framework.errors_impl.InternalError: Failed to create session....
问题描述 IDE:pycharm,环境中安装tensorflow-gpu 1.8.0 ,Cuda9 ,cudnn 7,等,运行代码报错如下 tensorflow.python.framework.e ...
「Tensorflow」错误tensorflow.python.framework.errors_impl.UnknownError: 2 root error(s) found.
环境环境:docker 系统:ubuntu 18.04 显卡:rtx 1080ti tf-v: 1.15.0 跑神经网络模型,报了标题的错误正文错误截图如下: 解决办法: 在入口文件的impor ...
tensorflow.python.framework.errors_impl.InternalError: Failed to create session.
简介首先说一下我出现的情况,使用gpu运行跑模型的时候.出现标题的情况.然后查看显卡(命令:nvidia-smi)中进程的使用情况的时候,出现一个python进程正在运行,所以导致无法failed ...
tensorflow出现UnknownError: Failed to get convolution algorithm. This is probably because cuDNN faile
错误: tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm. This ...
tensorflow.python.framework.errors_impl.InvalidArgumentError exception str() failed解决办法
项目场景: 这几天使用python2.7+tensorflow1.8写目标提取及情感分析的模型.因为参考的论文模型代码是这个环境,不得已使用了tensorflow1.8, tensorflow1.8很 ...
tensorflow.python.framework.errors_impl.FailedPreconditionError: Could not find variable Variable.
执行以下代码,报错tensorflow.python.framework.errors_impl.FailedPreconditionError: Could not find variable Va ...

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

解决报错：tensorflow.python.framework.errors_impl.UnknownError: Failed to get convolution algorithm.相关推荐

最新文章

热门文章