在Windows上无法预测CUDNN_STATUS_NOT_INITIALIZED

我正在 Windows 10上运行keras神经网络训练和GTX 1070预测.大多数时候它都在工作,但它不时会抱怨

E c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\stream_executor\cuda\cuda_dnn.cc:359] Could not create cudnn handle: CUDNN_STATUS_NOT_INITIALIZED
E c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\stream_executor\cuda\cuda_dnn.cc:366] error retrieving driver version: Unimplemented: kernel reported driver version not implemented on Windows
E c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\stream_executor\cuda\cuda_dnn.cc:326] Could not destroy cudnn handle: CUDNN_STATUS_BAD_ParaM
F c:\tf_jenkins\home\workspace\release-win\device\gpu\os\windows\tensorflow\core\kernels\conv_ops.cc:659] Check Failed: stream->parent()->GetConvolveAlgorithms(&algorithms)

它不能用字面上的错误含义和OOM错误来解释.

怎么修？

解决方法

尝试使用set gpu选项per_process_gpu_memory_fraction限制您的gpu使用率.

摆弄它,看看哪些有效,哪些无效.

我建议使用.7作为起始基线.