In a multi-GPU computer, how do I designate which GPU a CUDA job should run on? As an example, when installing CUDA, I opted to install the NVIDIA_CUDA-<#.#>_Samples then ran several instan...

During training this code with ray tune(1 gpu for 1 trial), after few hours of training (about 20 trials) CUDA out of memory error occurred from GPU:0,1. And even after terminated the training proc...

I am unable to find the Pytorch version for cuda driver 12.2. Can anyone please guide me where can I find any material that helps. I have installed currently pytorch version 11.7. While training th...

Rebooting an instance on tuesday, I first ran into the problem of losing GPU support on a AWS p2.xlarge machine with the Ubuntu Deep Learning AMI. I tested it three times now on two days and a col...

I am very confused by the different CUDA versions shown by running which nvcc and nvidia-smi. I have both cuda9.2 and cuda10 installed on my ubuntu 16.04. Now I set the PATH to point to cuda9.2. So...

when asking for nvidia-smi it gives this error: Failed to initialize NVML: GPU access blocked by the operating system other information: $ nvcc --verion nvcc: NVIDIA (R) Cuda compiler driv...

I want to add the nvidia runtime to my docker. Note that i am running windows 11. Docker Desktop v.4.24.2 on Windows integrated on WSL 2 NVIDIA Drivers 545.84 I installed everything as nvidia-conta...

I'm study cuda 5.5 but i don't have any Nvidia GPU. In old version of nvcc have a flag --multicore to compile cuda code for CPU. In the new version of nvcc, what's is the option?? I'm working on L...

C:\Users\jkim4\Anaconda3\lib\site-packages\cupy\_environment.py:213: UserWarning: CUDA path could not be detected. Set CUDA_PATH environment variable if CuPy fails to load. warnings.warn( Tracebac...

Could not load library cudnn_ops_infer64_8.dll. Error code 126 Please make sure cudnn_ops_infer64_8.dll is in your library path. I've tried searching online but it's been hours and I haven't found ...

I was training models last night on my Ubuntu workstation, and then woke up this morning and saw this message: Failed to initialize NVML: Driver/library version mismatch Apparently the NVIDIA syst...

There are two ways to allocate GPUs in Slurm: either the general --gres=gpu:N parameter, or the specific parameters like --gpus-per-task=N. There are also two ways to launch MPI tasks in a batch sc...

I'd like to open an OpenGL context without X in Linux. Is there any way at all to do it? I know it's possible for integrated Intel graphics card hardware, though most people have Nvidia cards in t...

How to kill running processes on GPUs for a specific program (e.g. python) in terminal? For example two processes are running with python in the top picture and kill them to see the bottom picture ...

nvidia-smi executed in a Command Prompt (CMD) in Windows returns the following error C:\Users>nvidia-smi 'nvidia-smi' is not recognized as an internal or external command, operable program or ba...

We have an application where we use both GDI and OpenGL to draw to the same HWND, but exclusively. Example: initially we are in 2d mode, so we draw on it using GDI then we switch to 3d mode and ...

I am trying to understand and debug my code. I try to predict with a CNN model developed under tf2.0/tf.keras on GPU, but get those error messages. could someone help me to fix it? here is my envi...

One thing I haven't figured out and google isn't helping me, is why is it possible to have bank conflicts with shared memory, but not in global memory? Can there be bank conflicts with registers? ...

Newer versions of CMake (3.18 and later), are "aware" of the choice of CUDA architectures which compilation of CUDA code targets. Targets have a CUDA_ARCHITECTURES property, which, when s...

I have installed nvidia-driver-390 after adding a GTX 560 Ti on an Intel Core i5 12600K PC running Kubuntu 20.04 LTS. After rebooting I get the following error: $ dmesg|grep -i nvrm -A3 [ 113.64705...

After finally managing to get my code to compile with OpenCL, I cannot seem to get the output binary to run! This is on my linux laptop running Kubuntu 13.10 x64 The error I get is (Printed from c...

Cudnn: https://developer.nvidia.com/cudnn I login and go jump through all the hoops that NVIDIA wants you to do; however, when it comes time to download the file I can't seem to figure out h...

I was trying to install tensorRT 7.0 in ubuntu 18.4 (nv-tensorrt-repo-ubuntu1804-cuda10.2-trt7.0.0.11-ga-20191216_1-1_amd64.deb) debian. Followed the documentation https://docs.nvidia.com/deeplear...

I'm trying to run headless chrome inside a docker container with the webgl support and the hardware acceleration. I have a Nvidia graphic card and if I test of the drivers with the command suggeste...

[TL;DR] First, wait for a couple of minutes and check if the Nvidia driver starts to work properly. If not, stop and start the VM instance again. I created a Deep Learning VM (Google Click to Deplo...