Questions tagged [cuda]

Computing architecture developed by Nvidia that allows programs to process algorithms in the graphics card GPU, instead of the computer's CPU.

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Gpu not working in jupyterlab after reinstalling anaconda and VStudio , cuda

I have last version of anaconda, jupyterlab I installed visual studio community (desktop development with c++) I installed cuda_11.3.0_win10 I copy files of cudnn-11.3-windows to its places Gpu is not ...
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Nvida Incompatible Cuda Version

I am currently running the PixPro neural network: https://github.com/zdaxie/PixPro I am running into strange version compatibility issues with Nvidia Apex and Cuda. Since I am running on Google Colab, ...
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Sources disagree on hashes for supposely identical version when trying to install CUDA 11.2 toolkit

I am new to GPU computing and I am trying to install CUDA on my linux 20.04 focal with kernel 5.4.0 workstation that is equipped with NVIDIA quadro p4000 GPU. I have followed the instructions in this ...
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13.022698] nvidia-modeset: Version mismatch: nvidia.ko(430.64) nvidia-modeset.ko(460.32.03)

I have been trying to get cuda 10.2 installed on ubuntu 18.04. I am getting this mismatch error. There are similar posts on stackoverflow. I tried deleting dpkg lines, and repeat the install script, ...
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CUDA support for RTX 3080 (Laptop GeForce Notebook Products)

Does RTX 3080 for laptops already support CUDA and cuDNN for Deep learning requirements? I want to buy a new Razor Blade 15 with RTX 3080 and I don’t see currently any listing of this GPU on Nvidia ...
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Failled CUDA installation Ubunutu 18.04.5

I'm trying to install the CUDA toolkit with Ubuntu 18.04.5 for my GTX 3060 Ti. I've downloaded the file cuda_11.2.1_460.32.03_linux.run from NVidia's site followed the instructions and when then there ...
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GPU Performance when Connected to Monitor

Some time ago, I had a computer's motherboard die but the gpu card (NVIDIA GFX 1060 (3GB)) was intact. As I had another computer (HP ENVY 750-150xt) I decided to install this card to be 100% dedicated ...
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Is there a way to use Linux on Windows while utilizing nvidia CUDA?

VirtualBox cannot use CUDA. Is there a way around without using dual-boot?
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ffmpeg not setting up Nvidia card if it's not the first adapter

I just set up a 'new' PC with built-in Intel video and an Nvida card: mostly to speed up video processing with ffmpeg and other programs. At first the built-in Intel was disabled, running only the ...
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Error after installing CUDA on WSL 2 - RuntimeError: No CUDA GPUs are available

I am trying to install CUDA on WSL 2 for running a project that uses TorchAudio and PyTorch. I have done the steps exactly according to the documentation here. However, when I run my required code, I ...
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NVIDIA: “RuntimeError: No CUDA GPUs are available”

I am implementing a simple algorithm with PyTorch on Ubuntu. Two times already my NVIDIA drivers got somehow corrupted, such that running an algorithm produces this traceback: Traceback (most recent ...
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theoretically, why is cuda's size so huge

Recently I'm trying to evaluate different architecture of CPU and different inference engine of AI . I did take for granted that the AI things are always huge in size. However, after comparison I find ...
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Set keyframe interval in ffmpeg when using nvenc

OBS uses nvenc when encoding live streams. In the guide "NVIDIA NVENC OBS Guide", an advanced option is listed as: Keyframe Interval: Set to 2. Streaming platforms may limit what you can ...
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Understanding pixel format and profile when encoding 10-bit video in ffmpeg with nvenc

I am trying to encode a 10-bit H.265 video from a 8-bit H.264 source using ffmpeg with CUDA hardware acceleration. Without hardware acceleration, a typical command would be ffmpeg -i input.mkv -...
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Power of NVIDIA GPU out of limits (Nvidia A100)

I am executing a CUDA kernel in my A100 GPU and I've realized that the power consumption at some points is higher than nvidia-smi given range: The picture has been taken from nvtop. Is it something ...
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Cannot open NVIDIA Visual Profiler on Ubuntu 20.04

I've installed CUDA kit via apt-get following CUDA installation documentation. However, when I attempt to open NVIDIA Visual Profiler, I can't open it. By the log file I suppose it has something to do ...
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NVIDIA-SMI has failed because it couldn’t communicate with the NVIDIA driver. Make sure that the latest NVIDIA driver is installed and running

System Spec: OS: ubuntu 18.04 GPU: Quadro RTX 4000 I have a fresh installed machine with ubuntu 18.04. To install CUDA 11 toolkit these are the command that i ran : wget https://developer.download....
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Does Nvidia rtx series still features plain cuda cores or is everything replaced by Tensor cores?

For a long time, consumer Nvidia Graphic cards supportted having plain cuda cores despite not being branded for accelerators. The problem in my case is while Tensor cores allow to perform cuda, they ...
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Cuda enabled FFMPEG not showing any GPU usage

I've compiled ffmpeg 4.3.1 with cuda support using the Toolkit 11. However, when I run ffmpeg against an rtsp stream and transcode into mp4, the process never shows any GPU usage in ProcessExplorer.If ...
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How to install pytorch FROM SOURCE (with cuda enabled for a deprecated CUDA cc 3.5 of an old gpu) using anaconda prompt on Windows 10?

I have (with the help of the deviceQuery executable in C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\vX.Y\extras\demo_suite according to https://forums.developer.nvidia.com/t/what-is-the-compute-...
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How do you get FFmpeg script -hwaccel overlay_cuda to fade in and out an image?

The following FFmpeg hardware-acceleration script works fine. But when I try to apply a fade in and out to the overlayed image it breaks. Is there a solution? Working: ffmpeg -hwaccel cuda -...
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Installing CUDA in GCP VM instance ( Debian 10.x)

I am just coming up to speed with GPU & CUDA and going around in circles. My GPU is Nvidia Tesla T4. However, Google documentation is lacking https://cloud.google.com/compute/docs/gpus/install-...
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Laptop won’t boot after installing CUDA tookit

Today I installed the CUDA toolkit on my laptop (NVIDIA GeForce GTX 1070 graphics card). After a restart my laptop won’t boot anymore. I, nor the CUDA installer, created a System Restore Point. I ...
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how to uninstall and reinstall nvidia-drivers (linux 20.04)

I have recently installed ubuntu 20.04 on my laptop and facing some issues running tensorflow1.X-gpu version . The problem is with the installation of cuda, cudnn and nvidia-drivers . I want to use ...
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Low FPS from CUDA N-Body Simulation sample of Nvidia SDK

N-body simulation sample runs at 120FPS on Compute 2 CUDA device GeForce GTX 580. I cannot understand why it gives 2FPS while I've added CUDA source in environment variables/path.
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What exactly are compute shaders? [closed]

What are compute shaders? Refined Question: I need to be able to write a shader knowing whether it will be processed GPU side or if I need to do it CPU side. For instance I would like to create tiles ...
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594 views

CUDA Developer Toolkit: Installation failed

I have a Nvidia GTX 1660ti Max-Q design along with AMD integrated Graphics(on my laptop). But the CUDA 11.0 Toolkit does fail. I am running on Windows 10 Pro 64-bit. I have already tried to reinstall ...
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Python: Do I need to install Tensorflow and Pytorch in two different conda environments?

Intro: I do not know whether I should install pytorch and tensorflow in separated environments if I want to install both. For conda tensorflow, I find at https://machinelearningspace.com/installing-...
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353 views

CUDA driver compatibility with nvfortran compiler from nvidia hpc sdk 20.7

I have installed the nvidia compilers (nvcc, nvfortran). I downloaded it from the NVIDIA HPC SDK v20.7 site. I then compiled non-cuda codes with nvfortran, and it works fine. But when i compile the ...
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234 views

Installing CUDA Toolkit 11 when your computer CUDA version says 10.1

I suspect that CUDA is not installed in my windows 10 machine, so I am planning to download and install it. For that I would use this link that allows me to get CUDA Toolkit 11. However if I do nvidia-...
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Do I need to install cuda separately after installing the NVIDIA display driver?

Is cuda already included in the installation of the graphics card display driver? The card has 192 cuda cores according to https://www.asus.com/Graphics-Cards/GT710-SL-2GD5/specifications/, and Cuda 3....
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Number of threads and number of processing elements in heterogeneous programming

For example, AMD A10 5800K APU has only 384 processing elements. But in kernel, we assign 2048 local workgroup size (i.e.number of working threads or work items). Each thread runs on processing ...
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Unmet dependencies in software installation

I have cuda-10.1 installed. /usr/local/cuda is linked to cuda-10.1 coie@coie-HP-Z440-Workstation:~$ readlink -f /usr/local/cuda /usr/local/cuda-10.1 nvidia-smi has coie@coie-HP-Z440-Workstation:~$ ...
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Command 'nvcc' not callable from shell script

For my shell script, it is critical to check whether CUDA is installed by running nvcc --version. If I try to invoke it, it exits with following error: ./cuda.sh: line 17: nvcc: command not found ...
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All the folders under CUDA folder are Empty. (After installed the CUDA 10.1 on Ubuntu 18.04)

I met strange a problem after I installed the CUDA 10.1 on my Ubuntu 18.04 server. I found all the files under the CUDA folder are Empty! Can anyone help me with this issue? Thank you in advance for ...
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ffmpeg 4.2 NvidiaGTX1060 cuda hwaccel

I try to convert an .avi to .mkv or mp4 with Nvidia GTX1060 cuda hwaccel For that I compiled ffmpeg with? ./configure --enable-cuda --enable-cuvid --enable-nvenc --enable-nonfree --enable-libnpp --...
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Why peer-to-peer (P2P) access between two Tesla K40c GPUs fails in CUDA?

I would like to run a CUDA C program using two Tesla K40 devices and enable peer-to-peer (P2P) between them as my data will be shared among the devices. My computer has the following deviceQuery ...
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Is there a way to get Cuda support for an older GeForce GT?

An older GPU doesn't seem to support Cuda? I am under the understanding that Cuda is only software so I assume it could somehow be forced to use it. It's an GeForce GT 530 PS: I've been told that my ...
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Failure in running Faster R-CNN repo

I have a MacBook Pro 16in with the following GPU: AMD Radeon Pro 5300M. I have been trying to run the demo in the Faster R-CNN repo here but I am not being able to run the demo. I think it might be ...
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“Pixel format 'yuvj420p' is not supported” when converting image to video using CUDA hardware acceleration

I'm trying to convert an image to a video using CUDA hardware acceleration but I can't get it to work. The basic command I have is this one: ffmpeg -y -hwaccel cuvid -i tests/MediaSamples/...
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947 views

How do I install Pytorch 1.3.1 with CUDA enabled

I have a conda environment on my Ubuntu 16.04 system. When I install Pytorch using: conda install pytorch and I try and run the script I need, I get the error message: raise AssertionError("Torch ...
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315 views

How to use GPU acceleration on Docker without DirectX on Windows Containers

Microsoft documents that GPU acceleration can be enabled on frameworks built on top of DirectX here NVidia's base Docker image for CUDA is Linux based here Question: How to enable GPU acceleration ...
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cuda v100 and RTX2080 bandwidth fluctuations

I have a simple cuda kernel (adding two vectors of size N) pretty similar to to this cuda blog here. I only changed a few things, e.g. running the measurement over various sample. So, let this run for,...
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When I am installing Nvidia driver and Cuda, CentOS 7 cannot boot [image]

What is the reason preventing CentOS7 to boot when installing Nvidia driver and Cuda. I have tried two times. The first time only installed the driver and then when I restart the computer it hangs on ...
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How to kill all processes using a given GPU?

I use the CUDA toolkit to perform some computations on my Nvidia GPUs on Windows 7 SP1 x64 Ultimate. How to kill all processes that use a given GPU? (killing all processes at once)
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Installing CUDA 9.2 with VS 2019

I am trying to install CUDA 10.1 and 9.2 on my Windows 10 x64 system. (I need both because some software still relies on 9.2 to build and run.) I have Visual Studio 2019 installed. Installing 10.1 (...
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Is there a way to unite WSL2 Ubuntu, Tensorflow-GPU, CUDA, and Pycharm[windows]?

I have a WSL 2 Ubuntu with Anaconda 3 installed in Ubuntu WSL 2. Then I installed PyCharm in Windows 10. Then I created an environment for tensorflow-gpu in WSL2. I installed CUDA and cuDNN in Windows ...
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ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory

I am using ubunutu 18.04 this is the result of nvidia-smi: Mon Oct 28 12:00:58 2019 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 435.21 ...
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InternalError: cudaGetDevice() failed. Status: cudaGetErrorString symbol not found

I run this code: tf.test.is_gpu_available( cuda_only=False, min_cuda_compute_capability=None ) I get the following error: 2019-10-25 18:25:20.855191: I tensorflow/core/platform/...
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How to fix the CUDA out of memory error on EC2 instance while running inference pipeline?

I am trying to run a complete inference pipeline which takes a number of images and first runs Object Detection (multiprocessing) and further runs a Classifier (multiprocessing). I have tested the ...

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