GeForce RTX 2080 need driver 410 to work properly, but when I installed cuda9.0 after driver 410 has been installed, I found cuda9.0 remove driver 410 and installed driver 384. After removing driver 384 and installing 410 again, I found the cuda sample can’t work and report this cublas error:
cudnnGetVersion() : 7300 , CUDNN_VERSION from cudnn.h : 7300 (7.3.0)
Host compiler version : GCC 5.4.0
There are 4 CUDA capable devices on your machine :
device 0 : sms 46 Capabilities 7.5, SmClock 1815.0 Mhz, MemSize (Mb) 7952, MemClock 7000.0 Mhz, Ecc=0, boardGroupID=0
device 1 : sms 46 Capabilities 7.5, SmClock 1815.0 Mhz, MemSize (Mb) 7952, MemClock 7000.0 Mhz, Ecc=0, boardGroupID=1
device 2 : sms 46 Capabilities 7.5, SmClock 1815.0 Mhz, MemSize (Mb) 7952, MemClock 7000.0 Mhz, Ecc=0, boardGroupID=2
device 3 : sms 46 Capabilities 7.5, SmClock 1815.0 Mhz, MemSize (Mb) 7952, MemClock 7000.0 Mhz, Ecc=0, boardGroupID=3
Using device 0
Testing single precision
Loading image data/one_28x28.pgm
Performing forward propagation …
Testing cudnnGetConvolutionForwardAlgorithm …
Fastest algorithm is Algo 0
Testing cudnnFindConvolutionForwardAlgorithm …
^^^^ CUDNN_STATUS_SUCCESS for Algo 0: 0.008576 time requiring 0 memory
^^^^ CUDNN_STATUS_SUCCESS for Algo 1: 0.047104 time requiring 3464 memory
^^^^ CUDNN_STATUS_SUCCESS for Algo 7: 0.065408 time requiring 2057744 memory
^^^^ CUDNN_STATUS_SUCCESS for Algo 2: 0.070208 time requiring 57600 memory
^^^^ CUDNN_STATUS_SUCCESS for Algo 4: 0.082080 time requiring 207360 memory
Cublas failure
Error code 0
gemv.h:77
Aborting…
It seems like cuda9.0 can’t work with driver 410, is this a bug report?
driver 410 work well with cuda10.0, however some library depend on cuda9.0, and I can’t give up them easily.