运行 ./examples/mnist/train_lenet.sh 时，碰到了这个问题。
一定是路径问题！！！仔细查看prototxt文件里面的各种路径！！！
把.prototxt里的相对路径，改成绝对路径
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Check failed: status == CUDNN_STATUS_SUCCESS (6 vs. 0)
Check failed: status == CUBLAS_STATUS_SUCCESS (13 vs. 0) CUBLAS_STATUS_EXECUTION_FAILED
Check failed: status == CUBLAS_STATUS_SUCCESS (11 vs. 0) CUBLAS_STATUS_MAPPING_ERROR
Check failed: status == CUDNN_STATUS_SUCCESS (3 vs. 0) CUDNN_STATUS_BAD_PARAM
check failed status == cudnn_status_success (4 vs. 0) cudnn_status_internal_error
【err】开启Persistence-M模式-Check failed: err == CUBLAS_STATUS_SUCCESS (1 vs. 0) : Create cublas handle failed
caffe报错：cudnn.hpp:86] Check failed: status == CUDNN_STATUS_SUCCESS (3 vs. 0) CUDNN_STATUS_BAD_PARAM 原因
CUDA报错： Cannot create Cublas handle. Cublas won't be available. 以及：Check failed: status == CUBLAS_STATUS_SUCCESS (1 vs. 0) CUBLAS_STATUS_NOT_INITIALIZED
Check failed: error == cudaSuccess (10 vs. 0) invalid device ordinal
Check failed: error == cudaSuccess (8 vs. 0) invalid device function