UPDATE: I installed CUDA-9.0 and upon running deviceQuery I see that the CUDA Driver Version and CUDA Runtime Version both are 9.0 now.
CUDA Device Query (Runtime API) version (CUDART static linking)
Detected 1 CUDA Capable device(s)
Device 0: "GeForce GTX 1070" CUDA Driver Version / Runtime Version 9.0 / 9.0 CUDA Capability Major/Minor version number: 6.1 Total amount of global memory: 8112 MBytes (8505655296 bytes) (16) Multiprocessors, (128) CUDA Cores/MP: 2048 CUDA Cores GPU Max Clock rate: 1645 MHz (1.64 GHz) Memory Clock rate: 4004 Mhz Memory Bus Width: 256-bit L2 Cache Size: 2097152 bytes Maximum Texture Dimension Size (x,y,z) 1D=(131072), 2D=(131072, 65536), 3D=(16384, 16384, 16384) Maximum Layered 1D Texture Size, (num) layers 1D=(32768), 2048 layers Maximum Layered 2D Texture Size, (num) layers 2D=(32768, 32768), 2048 layers Total amount of constant memory: 65536 bytes Total amount of shared memory per block: 49152 bytes Total number of registers available per block: 65536 Warp size: 32 Maximum number of threads per multiprocessor: 2048 Maximum number of threads per block: 1024 Max dimension size of a thread block (x,y,z): (1024, 1024, 64) Max dimension size of a grid size (x,y,z): (2147483647, 65535, 65535) Maximum memory pitch: 2147483647 bytes Texture alignment: 512 bytes Concurrent copy and kernel execution: Yes with 2 copy engine(s) Run time limit on kernels: Yes Integrated GPU sharing Host Memory: No Support host page-locked memory mapping: Yes Alignment requirement for Surfaces: Yes Device has ECC support: Disabled Device supports Unified Addressing (UVA): Yes Supports Cooperative Kernel Launch: Yes Supports MultiDevice Co-op Kernel Launch: Yes Device PCI Domain ID / Bus ID / location ID: 0 / 1 / 0 Compute Mode: < Default (multiple host threads can use ::cudaSetDevice() with device simultaneously) >
deviceQuery, CUDA Driver = CUDART, CUDA Driver Version = 9.0, CUDA Runtime Version = 9.0, NumDevs = 1 Result = PASS
But I still get the same error when I create a Session in tensorflow. (I uninstalled tensorflow and installed again) My tensorflow version is '1.10.0'.
I have installed tensorflow-gpu using conda
2018-10-03 11:07:50.532573: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2018-10-03 11:07:50.657654: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:897] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 2018-10-03 11:07:50.658351: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1405] Found device 0 with properties: name: GeForce GTX 1070 major: 6 minor: 1 memoryClockRate(GHz): 1.645 pciBusID: 0000:01:00.0 totalMemory: 7.92GiB freeMemory: 7.46GiB 2018-10-03 11:07:50.658367: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1484] Adding visible gpu devices: 0 2018-10-03 11:07:50.658495: E tensorflow/core/common_runtime/direct_session.cc:158] Internal: cudaGetDevice() failed. Status: CUDA driver version is insufficient for CUDA runtime version Traceback (most recent call last): File "", line 1, in File "/home/uday/anaconda2/envs/py36/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 1494, in init super(Session, self).init(target, graph, config=config) File "/home/uday/anaconda2/envs/py36/lib/python3.6/site-packages/tensorflow/python/client/session.py", line 626, in init self._session = tf_session.TF_NewSession(self._graph._c_graph, opts) tensorflow.python.framework.errors_impl.InternalError: Failed to create session.
nvidia driver detail
>>nvidia-smi
+-----------------------------------------------------------------------------+
| NVIDIA-SMI 384.130 Driver Version: 384.130 |
|-------------------------------+----------------------+----------------------+
| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |
| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |
|===============================+======================+======================|
| 0 GeForce GTX 1070 Off | 00000000:01:00.0 On | N/A |
| N/A 43C P8 9W / N/A | 459MiB / 8111MiB | 0% Default |
+-------------------------------+----------------------+----------------------+
+-----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Type Process name Usage |
|=============================================================================|
| 0 1048 G /usr/lib/xorg/Xorg 322MiB |
| 0 1984 G compiz 65MiB |
| 0 2509 G ...-token=CFC23952F1B00BFEF0F52F62675D8896 69MiB |
+-----------------------------------------------------------------------------+
