I am having problems getting my GLSL shaders to work on both AMD and Nvidia hardware. I am not looking for help fixing a particular shader, but how to generally avoid getting these problems. Is it...

OS: Ubuntu 22.04.1 Python 3.8.1 (Conda) GPU: RTX4090 Nvidia driver: 530.30.02 When I set the environment of Deep Learning, I found that in pytorch, the torch.cuda.is_available() function is alway...

I'm trying to use Tensorflow with my GPU. My system is Fedora Linux 38, NVIDIA drivers 535.113.01 (currently latest) working as expected on my system. I created a Python environment with Python 3.9...

I want to use ffmpeg to accelerate video encode and decode with an NVIDIA GPU. From NVIDIA's website: NVIDIA GPUs contain one or more hardware-based decoder and encoder(s) (separate from the C...

So going the AMP: Automatic Mixed Precision Training tutorial for Normal networks, I found out that there are two versions, Automatic and GradScaler. I just want to know if it's advisable / necessa...

CUDA document does not specific how many CUDA process can share one GPU. For example, if I launch more than one CUDA programs by the same user with only one GPU card installed in the system, what i...

I want to install tensorflow-gpu on my linux machine on google cloud platform. I am not using an deep learning vm gcp provide. So I installed anaconda on my linux instance and now i want to install...

Right now, I'm working on my master's thesis and I need to train a huge Transformer model on GCP. And the fastest way to train deep learning models is to use GPU. So, I was wondering which GPU shou...

I have a model which runs by tensorflow-gpu and my device is nvidia. And I want to list every second's GPU usage so that I can measure average/max GPU usage. I can do this mannually by open two ter...

When I run "torch.rand(10).to("cuda")", I face "error : Torch not compiled with CUDA enabled" GPU : Nvidia RTX 3080 Ti $nvidia-smi +----------------------------------...

I downloaded the runfile (local) for ubuntu 20.04 from Nvidia Developer site as shown Nvida Local runfile Then followed the instructions to run the program: sudo sh cuda_11.3.0_465.19.01_linux.run...

I know that this question has been asked a lot, but none of the suggestions seem to work, probably since my setup is somewhat different: Ubuntu 22.04 python 3.10.8 tensorflow 2.11.0 cudatoolkit 11....

I have a Windows 11 machine, with a RTX 3050 graphics card. It's a Dell G15 laptop. I cannot find a (good) solution to the graphical glitches that appears on an Android Emulator. The only "sol...

I'm trying to compile a cuda test program on Windows 7 via Command Prompt, I'm this command: nvcc test.cu But all I get is this error: nvcc fatal : Cannot find compiler 'cl.exe' in PATH What...

I'm trying to run stylegan2 on Google Colab but with all the files on my Drive and avoiding using !git clone from the github of stylegan2. Here is my code on the specific cell: %tensorflow_version ...

I am trying to use GPU with Tensorflow. My Tensorflow version is 2.4.1 and I am using Cuda version 11.2. Here is the output of nvidia-smi. +---------------------------------------------------------...

What are the differences between the official PyTorch image on Docker Hub and the PyTorch image on NVIDIA NGC? The NGC page is more documented than the Docker Hub page, which has no description. Bu...

My laptop doesn't have a nVidia graphic cards, and I want to work on CUDA. The website says that CUDA can be used in emulation mode on non-cuda hardware too. But when I tried installing CUDA driver...

I am having interesting and weird issue. When I start docker container with gpu it works fine and I see all the gpus in docker. However, few hours or few days later, I can't use gpus in docker. Whe...

When a computer has multiple CUDA-capable GPUs, each GPU is assigned a device ID. By default, CUDA kernels execute on device ID 0. You can use cudaSetDevice(int device) to select a different device...

I successfully installed CUDA 8.0 in my PC and I can see its files by running the following commands in my Ubuntu 16.10: $ sudo find / -name nvcc /usr/local/cuda-8.0/bin/nvcc $ sudo find / -name...

I followed the instructions to install the nvidia-docker2 from the official documentation https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html Whenever I run their t...

How do I check if PyTorch is using the GPU? The nvidia-smi command can detect GPU activity, but I want to check it directly from inside a Python script.

The nvidia-smi shows following indicating 3.77GB utilized on GPU0 but no processes are listed for GPU0: (base) ~/.../fast-autoaugment$ nvidia-smi Fri Dec 20 13:48:12 2019 +-----------------------...

what I did is follow the instruction on the official github site !git clone https://github.com/NVIDIA/apex !cd apex !pip install -v --no-cache-dir ./ it gives me the error: ERROR: Directory './...