Hi All, I'm looking for recommendations for a low profile GPU to be used for parallel computing applications with CUDA. This GPU is to be installed in a Dell R540 server which is a 2U rack mounted server with no support for external power supplies to the GPU. I have been using an old Nvidia quadro nvs 295 and ready to upgrade to something new with more CUDA capabilities. Appreciate everyone's insight! submitted by /u/danulagod [visit reddit] [comments ..read more

https://blog.tteles.dev/posts/gpu-tensorflow-pytorch-cuda-wsl/ I spent 2 days attempting to configure GPU acceleration for TF and PyTorch and condensed it into a 10 minute guide, where most of the time is spent on downloads. None of the guides I found online worked for me. I'd be very happy to receive feedback. submitted by /u/Ttmx [visit reddit] [comments ..read more

I am using Dask currently and wanted to experiment with cudf, I successfully installed everything in Ubunto but when I ran <conda create -n rapids-24.04 -c rapidsai -c conda-forge -c nvidia rapids=24.04 python=3.11 cuda-version=12.2> I realized my GTX 1080ti does not meat the Compute Capability. What is my best path forward? Give up and wait till I upgrade GPU - or is it stable to work with an older version? submitted by /u/SpartonDawg [visit reddit] [comments ..read more

The girl that was making the interview, was talking about Quantum Computing, so I pointed out that it was not in the job description after saying that I had no Idea of Quantum computing at all, in which the women said, "that it was a requirement for the job". She got nerveous instantly. She couldn't explained if the job was requiring OpenAI's Triton or NVIDIA's Triton inference model. Sorry, I wanted to vent out. submitted by /u/Routine-Winner2306 [visit reddit] [comments ..read more

submitted by /u/droidarmy95 [visit reddit] [comments ..read more

nvidia doc says the cuBLAS library uses column-major storage . but I have a matrix: 1 2 3 4 5 6 7 8 9 10 ... 21 22 23 24 25 in this kernel function: //single thread print matrix __global__ void printMatrixWithIndex(int *a, int n) { for(auto r=0;r!=5;++r) { for(auto c=0;c!=5;++c) { printf("%d ", a[(r)*5+(c)]); } printf("\n"); } } it should print : 1,6,... if it is column major. But still print 1 2 3 4 5 ... complete code is here: #include <cuda_runtime.h> #include <cublas_v2.h> #include <iostream> #include <algorithm> #include <numeric> //single thread print m ..read more

In this semester I have parallel computing course and I have to purpose a project with deadline of one month. I am a backend engineer and had been working with servers since 2018 so currently I have no idea what to do or implement as my project, what are your ideas (also have a potential to be an academic paper)? submitted by /u/AnnualHold2890 [visit reddit] [comments ..read more

I have the proper gpu windows supported tensorflow 2.10 version installed and verified with pip. I have CUDA 11.2 installed. System path variable is set for "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.2\bin" CUDNN installed with system path set as "C:\Program Files\NVIDIA\CUDNN\v8.1\bin". I get C:\Users\Anonymous>python -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))" 2024-04-21 15:27:31.033958: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found The cud ..read more

I seek guidance regarding the utilization of Nsight DL Designer on Linux. Despite successfully downloading the application, I encountered difficulties in executing it. Upon downloading the provided .run file, I performed the requisite steps of granting executable permissions using 'chmod +x' and subsequently executing it with './'. However, upon completion of this process, the application did not manifest itself, and subsequent attempts to execute './' merely resulted in the extraction process recurring. I would appreciate assistance in resolving this matter. Thank you submitted by /u/CisMin ..read more

I am trying to profile a PID running in GPU but not sure how to do it. I am using it for Roslaunch executable. submitted by /u/Illustrious-Pack380 [visit reddit] [comments ..read more