[Q] When I train on ENet, I met the error

[chamcham115]

Hello,
I have a question.

When I train, I met the error.

---

I0626 10:41:47.785637 4806 layer_factory.hpp:77] Creating layer data
I0626 10:41:47.786315 4806 net.cpp:100] Creating Layer data
I0626 10:41:47.786324 4806 net.cpp:408] data -> data
I0626 10:41:47.786337 4806 net.cpp:408] data -> label
I0626 10:41:47.786352 4806 dense_image_data_layer.cpp:50] Opening file dataset/train_fine_cityscapes.txt
I0626 10:41:47.788602 4806 dense_image_data_layer.cpp:60] Shuffling data
I0626 10:41:47.789371 4806 dense_image_data_layer.cpp:65] A total of 2975 examples.
I0626 10:41:47.857427 4806 dense_image_data_layer.cpp:118] output data size top[0]: 3,3,512,1024
I0626 10:41:47.857450 4806 dense_image_data_layer.cpp:121] output data size top[1]: 3,1,64,128
I0626 10:41:47.862567 4806 net.cpp:150] Setting up data
I0626 10:41:47.862602 4806 net.cpp:157] Top shape: 3 3 512 1024 (4718592)
I0626 10:41:47.862608 4806 net.cpp:157] Top shape: 3 1 64 128 (24576)
I0626 10:41:47.862612 4806 net.cpp:165] Memory required for data: 18972672
I0626 10:41:47.862619 4806 layer_factory.hpp:77] Creating layer data_data_0_split
I0626 10:41:47.862988 4806 net.cpp:100] Creating Layer data_data_0_split
I0626 10:41:47.862996 4806 net.cpp:434] data_data_0_split <- data
I0626 10:41:47.863008 4806 net.cpp:408] data_data_0_split -> data_data_0_split_0
I0626 10:41:47.863015 4806 net.cpp:408] data_data_0_split -> data_data_0_split_1
I0626 10:41:47.863376 4806 net.cpp:150] Setting up data_data_0_split
I0626 10:41:47.863386 4806 net.cpp:157] Top shape: 3 3 512 1024 (4718592)
I0626 10:41:47.863391 4806 net.cpp:157] Top shape: 3 3 512 1024 (4718592)
I0626 10:41:47.863394 4806 net.cpp:165] Memory required for data: 56721408
I0626 10:41:47.863415 4806 layer_factory.hpp:77] Creating layer label_data_1_split
I0626 10:41:47.863423 4806 net.cpp:100] Creating Layer label_data_1_split
I0626 10:41:47.863430 4806 net.cpp:434] label_data_1_split <- label
I0626 10:41:47.863436 4806 net.cpp:408] label_data_1_split -> label_data_1_split_0
I0626 10:41:47.863445 4806 net.cpp:408] label_data_1_split -> label_data_1_split_1
I0626 10:41:47.863474 4806 net.cpp:150] Setting up label_data_1_split
I0626 10:41:47.863483 4806 net.cpp:157] Top shape: 3 1 64 128 (24576)
I0626 10:41:47.863488 4806 net.cpp:157] Top shape: 3 1 64 128 (24576)
I0626 10:41:47.863493 4806 net.cpp:165] Memory required for data: 56918016
I0626 10:41:47.863497 4806 layer_factory.hpp:77] Creating layer conv0_1
I0626 10:41:47.863513 4806 net.cpp:100] Creating Layer conv0_1
I0626 10:41:47.863519 4806 net.cpp:434] conv0_1 <- data_data_0_split_0
I0626 10:41:47.863526 4806 net.cpp:408] conv0_1 -> conv0_1
F0626 10:41:48.349544 4806 cudnn.hpp:113] Check failed: status == CUDNN_STATUS_SUCCESS (3 vs. 0) CUDNN_STATUS_BAD_PARAM
*** Check failure stack trace: ***
@ 0x7f0005e46daa (unknown)
@ 0x7f0005e46ce4 (unknown)
@ 0x7f0005e466e6 (unknown)
@ 0x7f0005e49687 (unknown)
@ 0x7f00064a3dc6 caffe::CuDNNConvolutionLayer<>::Reshape()
@ 0x7f0006433045 caffe::Net<>::Init()
@ 0x7f0006433ed5 caffe::Net<>::Net()
@ 0x7f00063cccea caffe::Solver<>::InitTrainNet()
@ 0x7f00063cdefc caffe::Solver<>::Init()
@ 0x7f00063ce22a caffe::Solver<>::Solver()
@ 0x7f00063d7b33 caffe::Creator_AdamSolver<>()
@ 0x411ff6 caffe::SolverRegistry<>::CreateSolver()
@ 0x40af72 train()
@ 0x4089ac main
@ 0x7f000441af45 (unknown)
@ 0x4092b3 (unknown)
@ (nil) (unknown)
Aborted (core dumped)

my cudnn version is 5.1.0

[twmht]

@chamcham115

I have the same problem, how did you solve it?

[ChidanandKumarKS]

@chamcham115 and @twmht
Have u solved the above problem?, kindly let us know since iam also facing the same issue

[twmht]

@ChidanandKumarKS

please try

ldd $build_caffe/tools/caffe | grep cudnn

if the version of cudnn is 6, then you should link to cudnn5.

[KamalM8]

@twmht Were you able to resolve this error? I am already using cudNN 5.