I want to install the correct version of CUDA, Nvidia driver and cudnn for GeForce GT 730 in Ubuntu 16.04 X86_64 OS, could anyone tell me the right version for this graphic card?
The GeForce GT 730 comes in 2 different flavors, one of which is compute capability 3.5, the other is compute capability 2.1
If you have the cc 2.1 version, cuDNN will not work with that GPU (it requires 3.0 or higher).
Other than that, choose the latest driver for your gpu using the wizard at Official Drivers | NVIDIA
If you have the cc 3.5 GPU, CUDA 8, 9, or 9.1 will work with that GPU. If you have the 2.1 version, only CUDA 8 or prior will work.
People are often interested in cuDNN because they want to run something that depends on it, such as Tensorflow. If that is the case, then choose your CUDA and cuDNN versions based on the requirements of the specific TF version you want to run (or the requirements of whatever software you want to run that depends on cuDNN/CUDA).
1 Like
How to check my GeForce GT 730 is in which flavor? Thank you!
do a proper install of CUDA 8 and run deviceQuery on it
what the result after you command ānvidia-smiā? is it no supported like below
Ā±----------------------------------------------------------------------------+
| NVIDIA-SMI 390.77 Driver Version: 390.77 |
|-------------------------------Ā±---------------------Ā±---------------------+
| 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 GT 730 Off | 00000000:01:00.0 N/A | N/A |
| 65% 30C P8 N/A / N/A | 182MiB / 1982MiB | N/A Default |
Ā±------------------------------Ā±---------------------Ā±---------------------+
Ā±----------------------------------------------------------------------------+
| Processes: GPU Memory |
| GPU PID Type Process name Usage |
|=============================================================================|
| 0 Not Supported |
Ā±----------------------------------------------------------------------------+
Kindly try what Robert Crovella recommended in #4, and copy the output of the deviceQuery app here.
Iām hoping for an expert opinion on the following case:
I tried cuda-11-2 with a GeForce gt730, and some of the /usr/local/cuda/samples programs seemed to run okay. At least they did not report any errors.
However, what I really wanted to do was to test the memory of my gt730 card using memtestG80, which I compiled using cuda-11-2. When I ran the memtestG80, it reported 4e9 errors in a very short time, as seen here:
Test iteration 1 (GPU 0, 4 MiB): 0 errors so far
Moving Inversions (ones and zeros): 4294967295 errors (0 ms)
Memtest86 Walking 8-bit: 4294967288 errors (0 ms)
(etc)
Iām guessing that the memory test did not really run at all? Can the experts confirm my suspicion? Thanks. I am looking into using cuda-9-1 as suggested above, also, but Iām expecting a bit of a struggle installing it on ubuntu 20.04 since it was built for /on17.04.
Note: From ./deviceQuery
Device 0: āGeForce GT 730ā
CUDA Driver Version / Runtime Version 11.2 / 11.2
CUDA Capability Major/Minor version number: 3.5
Total amount of global memory: 981 MBytes (1028980736 bytes)
( 2) Multiprocessors, (192) CUDA Cores/MP: 384 CUDA Cores
UPDATE: I managed to install cuda-9.1 as well as g++-6 and gcc-6, at which point I could compile memtestG80 and run it against my gt730 card. Now I get 0 errors, and it takes some 300ms per iteration to test 960MB of memory.
Looks like my previous question can now be ignored.
Hey @Robert_Crovella
I have a Kepler architecture GT 730 and according to a resource on Wikipedia - CUDA - Wikipedia it says that I can install CUDA up to 10.2
Is the Wikipedia resource incorrect?
Also one thing I wanted to ask - my current GPU GT 730 has NVIDIA driver 470.x.x with CUDA 11.4 installed as per nvidia-smi so how do I understand that the CUDA version installed in my machine doesnāt work? Only by executing any cuda kernel?
Type torch.cuda.get_device_capability(0) and if it outputs (3,5) the Kepler otherwise Fermi
No, just slightly unclear. 10.0-10.2 are the last versions to support compute 3.x, where x = 0 - 4.
Your card is 3.5 and so you can use 11.4, although Kepler is now deprecated there and so will probably be the last version.
Hi @rs277 .
Thanks for your reply.
I want to use Pytorch and for my card I will need to build it from source. I suppose the PyTorch version v1.3.1 supports CUDA 10.1 only.
I am not able to download anything other then CUDA 11.4 in my machine I wonder why š
Let me share the logs:
sudo apt install cuda-9-1
Reading package lists... Done
Building dependency tree
Reading state information... Done
The following packages were automatically installed and are no longer required:
libatomic1:i386 libbsd0:i386 libdrm-amdgpu1:i386 libdrm-intel1:i386
libdrm-nouveau2:i386 libdrm-radeon1:i386 libdrm2:i386 libedit2:i386
libelf1:i386 libexpat1:i386 libffi7:i386 libgl1:i386 libgl1-mesa-dri:i386
libglapi-mesa:i386 libglvnd0:i386 libglx-mesa0:i386 libglx0:i386
libllvm11:i386 libpciaccess0:i386 libsensors5:i386 libstdc++6:i386
libvulkan1:i386 libwayland-client0:i386 libx11-6:i386 libx11-xcb1:i386
libxau6:i386 libxcb-dri2-0:i386 libxcb-dri3-0:i386 libxcb-glx0:i386
libxcb-present0:i386 libxcb-randr0:i386 libxcb-sync1:i386
libxcb-xfixes0:i386 libxcb1:i386 libxdamage1:i386 libxdmcp6:i386
libxext6:i386 libxfixes3:i386 libxshmfence1:i386 libxxf86vm1:i386
mesa-vulkan-drivers:i386
Use 'sudo apt autoremove' to remove them.
The following additional packages will be installed:
cuda-command-line-tools-9-1 cuda-compiler-9-1 cuda-cublas-9-1
cuda-cublas-dev-9-1 cuda-cudart-9-1 cuda-cudart-dev-9-1 cuda-cufft-9-1
cuda-cufft-dev-9-1 cuda-cuobjdump-9-1 cuda-cupti-9-1 cuda-curand-9-1
cuda-curand-dev-9-1 cuda-cusolver-9-1 cuda-cusolver-dev-9-1
cuda-cusparse-9-1 cuda-cusparse-dev-9-1 cuda-demo-suite-9-1
cuda-documentation-9-1 cuda-driver-dev-9-1 cuda-drivers cuda-drivers-470
cuda-gdb-9-1 cuda-gpu-library-advisor-9-1 cuda-libraries-9-1
cuda-libraries-dev-9-1 cuda-license-9-1 cuda-memcheck-9-1
cuda-misc-headers-9-1 cuda-npp-9-1 cuda-npp-dev-9-1 cuda-nsight-9-1
cuda-nvcc-9-1 cuda-nvdisasm-9-1 cuda-nvgraph-9-1 cuda-nvgraph-dev-9-1
cuda-nvml-dev-9-1 cuda-nvprof-9-1 cuda-nvprune-9-1 cuda-nvrtc-9-1
cuda-nvrtc-dev-9-1 cuda-nvtx-9-1 cuda-nvvp-9-1 cuda-runtime-9-1
cuda-samples-9-1 cuda-toolkit-9-1 cuda-tools-9-1 cuda-visual-tools-9-1
freeglut3 freeglut3-dev libglu1-mesa-dev libnvidia-cfg1-470
libnvidia-common-470 libnvidia-compute-470 libnvidia-decode-470
libnvidia-encode-470 libnvidia-extra-470 libnvidia-fbc1-470 libnvidia-gl-470
libnvidia-ifr1-470 libxmu-dev libxmu-headers libxt-dev
nvidia-compute-utils-470 nvidia-dkms-470 nvidia-driver-470
nvidia-kernel-common-470 nvidia-kernel-source-470 nvidia-modprobe
nvidia-utils-470 xserver-xorg-video-nvidia-470
Suggested packages:
libxt-doc
Recommended packages:
libnvidia-compute-470:i386 libnvidia-decode-470:i386
libnvidia-encode-470:i386 libnvidia-ifr1-470:i386 libnvidia-fbc1-470:i386
libnvidia-gl-470:i386
The following packages will be REMOVED:
libnvidia-cfg1-390 libnvidia-common-390 libnvidia-compute-390
libnvidia-compute-390:i386 libnvidia-decode-390 libnvidia-decode-390:i386
libnvidia-encode-390 libnvidia-encode-390:i386 libnvidia-fbc1-390
libnvidia-fbc1-390:i386 libnvidia-gl-390 libnvidia-gl-390:i386
libnvidia-ifr1-390 libnvidia-ifr1-390:i386 nvidia-compute-utils-390
nvidia-dkms-390 nvidia-driver-390 nvidia-kernel-common-390
nvidia-kernel-source-390 nvidia-utils-390 xserver-xorg-video-nvidia-390
The following NEW packages will be installed:
cuda-9-1 cuda-command-line-tools-9-1 cuda-compiler-9-1 cuda-cublas-9-1
cuda-cublas-dev-9-1 cuda-cudart-9-1 cuda-cudart-dev-9-1 cuda-cufft-9-1
cuda-cufft-dev-9-1 cuda-cuobjdump-9-1 cuda-cupti-9-1 cuda-curand-9-1
cuda-curand-dev-9-1 cuda-cusolver-9-1 cuda-cusolver-dev-9-1
cuda-cusparse-9-1 cuda-cusparse-dev-9-1 cuda-demo-suite-9-1
cuda-documentation-9-1 cuda-driver-dev-9-1 cuda-drivers cuda-drivers-470
cuda-gdb-9-1 cuda-gpu-library-advisor-9-1 cuda-libraries-9-1
cuda-libraries-dev-9-1 cuda-license-9-1 cuda-memcheck-9-1
cuda-misc-headers-9-1 cuda-npp-9-1 cuda-npp-dev-9-1 cuda-nsight-9-1
cuda-nvcc-9-1 cuda-nvdisasm-9-1 cuda-nvgraph-9-1 cuda-nvgraph-dev-9-1
cuda-nvml-dev-9-1 cuda-nvprof-9-1 cuda-nvprune-9-1 cuda-nvrtc-9-1
cuda-nvrtc-dev-9-1 cuda-nvtx-9-1 cuda-nvvp-9-1 cuda-runtime-9-1
cuda-samples-9-1 cuda-toolkit-9-1 cuda-tools-9-1 cuda-visual-tools-9-1
freeglut3 freeglut3-dev libglu1-mesa-dev libnvidia-cfg1-470
libnvidia-common-470 libnvidia-compute-470 libnvidia-decode-470
libnvidia-encode-470 libnvidia-extra-470 libnvidia-fbc1-470 libnvidia-gl-470
libnvidia-ifr1-470 libxmu-dev libxmu-headers libxt-dev
nvidia-compute-utils-470 nvidia-dkms-470 nvidia-driver-470
nvidia-kernel-common-470 nvidia-kernel-source-470 nvidia-modprobe
nvidia-utils-470 xserver-xorg-video-nvidia-470
0 upgraded, 71 newly installed, 21 to remove and 160 not upgraded.
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E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-common-470_470.42.01-0ubuntu1_all.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-common-470_470.42.01-0ubuntu1_all.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-compute-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-compute-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-decode-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-decode-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-encode-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-encode-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-fbc1-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-fbc1-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-gl-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-gl-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-ifr1-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-ifr1-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./nvidia-compute-utils-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./nvidia-compute-utils-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./nvidia-kernel-source-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./nvidia-kernel-source-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./nvidia-kernel-common-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./nvidia-kernel-common-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./nvidia-dkms-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./nvidia-dkms-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-extra-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-extra-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./nvidia-utils-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./nvidia-utils-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-cfg1-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./libnvidia-cfg1-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./xserver-xorg-video-nvidia-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./xserver-xorg-video-nvidia-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./nvidia-driver-470_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./nvidia-driver-470_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./nvidia-modprobe_470.42.01-0ubuntu1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./nvidia-modprobe_470.42.01-0ubuntu1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./cuda-drivers-470_470.42.01-1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./cuda-drivers-470_470.42.01-1_amd64.deb (2: No such file or directory)
E: Failed to fetch file:/var/cuda-repo-ubuntu2004-11-4-local/./cuda-drivers_470.42.01-1_amd64.deb File not found - /var/cuda-repo-ubuntu2004-11-4-local/./cuda-drivers_470.42.01-1_amd64.deb (2: No such file or directory)
E: Unable to fetch some archives, maybe run apt-get update or try with --fix-missing?
I have UBUNTU 20.04 LTS with Nvidia 390 drivers.
Anyone who can take a look to this?
As indicated above, I had found a workaround with cuda-9. I have not attempted cuda-10 or cuda-11 again. No time at the moment.