RunPod•3mo ago

Official Template not running correct version of CUDA

Hello ! I'm trying to run a pod using the official templates : runpod/pytorch:2.1.0-py3.10-cuda11.8.0-devel-ubuntu22.04 runpod/pytorch:2.0.1-py3.10-cuda11.8.0-devel-ubuntu22.04 Unless I completely misunderstood the notation, the image should run with cuda11.8.0 right? I've tried with Secure Cloud RTX 4090 and Secure Cloud RTX Ada 6000 All of them start with

2024-08-17T12:23:11.943448391Z ==========
2024-08-17T12:23:11.943453191Z == CUDA ==
2024-08-17T12:23:11.943456021Z ==========
2024-08-17T12:23:11.959357698Z 
2024-08-17T12:23:11.959372989Z CUDA Version 11.8.0

2024-08-17T12:23:11.943448391Z ==========
2024-08-17T12:23:11.943453191Z == CUDA ==
2024-08-17T12:23:11.943456021Z ==========
2024-08-17T12:23:11.959357698Z 
2024-08-17T12:23:11.959372989Z CUDA Version 11.8.0

However I noticed when running nvidia-smi that the CUDA version is incorrect.

+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.129.03             Driver Version: 535.129.03   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |         Memory-Usage | GPU-Util  Compute M. |
|                                         |                      |               MIG M. |
|=========================================+======================+======================|
|   0  NVIDIA GeForce RTX 4090        On  | 00000000:01:00.0 Off |                  Off |
|  0%   29C    P8              17W / 450W |      3MiB / 24564MiB |      0%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+

+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.129.03             Driver Version: 535.129.03   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |         Memory-Usage | GPU-Util  Compute M. |
|                                         |                      |               MIG M. |
|=========================================+======================+======================|
|   0  NVIDIA GeForce RTX 4090        On  | 00000000:01:00.0 Off |                  Off |
|  0%   29C    P8              17W / 450W |      3MiB / 24564MiB |      0%      Default |
|                                         |                      |                  N/A |
+-----------------------------------------+----------------------+----------------------+

Any idea what's wrong, and is there a workaround ?

Solution:

@InnerSun nvidia-smi shows max CUDA version supported by host

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2 Replies

Solution

Madiator2011•3mo ago

@InnerSun nvidia-smi shows max CUDA version supported by host

InnerSun•3mo ago

damn you're right

$ nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Wed_Sep_21_10:33:58_PDT_2022
Cuda compilation tools, release 11.8, V11.8.89
Build cuda_11.8.r11.8/compiler.31833905_0

$ nvcc --version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2022 NVIDIA Corporation
Built on Wed_Sep_21_10:33:58_PDT_2022
Cuda compilation tools, release 11.8, V11.8.89
Build cuda_11.8.r11.8/compiler.31833905_0

sorry so my issue might be something else

Gaming

Programming

Official Template not running correct version of CUDA